From cd0cc187bea673b175b6d95e92499684459de48d Mon Sep 17 00:00:00 2001 From: jiangbo Date: Thu, 5 Dec 2019 20:15:41 +0800 Subject: [PATCH 001/136] =?UTF-8?q?=E6=B7=BB=E5=8A=A0mongodb=20oplog=20rea?= =?UTF-8?q?der=E6=8F=92=E4=BB=B6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../dtstack/flinkx/config/AbstractConfig.java | 4 + .../flinkx/constants/PluginNameConstrant.java | 1 + .../com/dtstack/flinkx/reader/DataReader.java | 3 + .../com/dtstack/flinkx/writer/DataWriter.java | 3 + flinkx-mongodb/flinkx-mongodb-core/pom.xml | 4 +- .../flinkx/mongodb/MongodbClientUtil.java | 133 +++++++++ .../dtstack/flinkx/mongodb/MongodbConfig.java | 282 ++++++++++++++++++ .../flinkx/mongodb/MongodbConfigKeys.java | 60 ---- .../dtstack/flinkx/mongodb/MongodbUtil.java | 127 -------- .../flinkx-mongodb-oplog-reader/pom.xml | 51 ++++ .../oplog/reader/MongodbEventHandler.java | 77 +++++ .../oplog/reader/MongodbOperation.java | 55 ++++ .../oplog/reader/MongodbOplogInputFormat.java | 200 +++++++++++++ .../MongodbOplogInputFormatBuilder.java | 45 +++ .../oplog/reader/MongodbOplogReader.java | 60 ++++ .../mongodb/reader/MongodbInputFormat.java | 55 +--- .../reader/MongodbInputFormatBuilder.java | 34 +-- .../flinkx/mongodb/reader/MongodbReader.java | 49 +-- .../mongodb/writer/MongodbOutputFormat.java | 47 +-- .../writer/MongodbOutputFormatBuilder.java | 49 +-- .../flinkx/mongodb/writer/MongodbWriter.java | 51 +--- flinkx-mongodb/pom.xml | 1 + .../stream/writer/StreamOutputFormat.java | 9 - flinkx-test/pom.xml | 6 + .../com/dtstack/flinkx/test/LocalTest.java | 21 +- .../resources/dev_test_job/oplog_stream.json | 40 +++ 26 files changed, 1024 insertions(+), 443 deletions(-) create mode 100644 flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java create mode 100644 flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfig.java delete mode 100644 flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfigKeys.java create mode 100644 flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml create mode 100644 flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java create mode 100644 flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java create mode 100644 flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java create mode 100644 flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java create mode 100644 flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java create mode 100644 flinkx-test/src/main/resources/dev_test_job/oplog_stream.json diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java index a0a12f2689..e38d99a4dd 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java @@ -44,6 +44,10 @@ public AbstractConfig(Map map) { } } + public Map getAll(){ + return internalMap; + } + public void setVal(String key, Object value) { internalMap.put(key, value); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/PluginNameConstrant.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/PluginNameConstrant.java index f573a0af63..1f24a562fa 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/PluginNameConstrant.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/PluginNameConstrant.java @@ -31,6 +31,7 @@ public class PluginNameConstrant { public static final String HBASE_READER = "hbasereader"; public static final String HDFS_READER = "hdfsreader"; public static final String MONGODB_READER = "mongodbreader"; + public static final String MONGODB_OPLOG_READER = "mongodboplogreader"; public static final String MYSQLD_READER = "mysqldreader"; public static final String MYSQL_READER = "mysqlreader"; public static final String ODPS_READER = "odpsreader"; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReader.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReader.java index fb47727518..f5dc53b20e 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReader.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReader.java @@ -29,6 +29,7 @@ import org.apache.flink.streaming.api.functions.source.DtInputFormatSourceFunction; import org.apache.flink.types.Row; import org.apache.flink.util.Preconditions; +import org.codehaus.jackson.map.ObjectMapper; import java.util.ArrayList; import java.util.List; @@ -61,6 +62,8 @@ public abstract class DataReader { */ protected Map hadoopConfig; + protected static ObjectMapper objectMapper = new ObjectMapper(); + public int getNumPartitions() { return numPartitions; } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DataWriter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DataWriter.java index 6c8fa2101c..e8ccacf69c 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DataWriter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DataWriter.java @@ -29,6 +29,7 @@ import org.apache.flink.streaming.api.functions.sink.DtOutputFormatSinkFunction; import org.apache.flink.types.Row; import org.apache.flink.util.Preconditions; +import org.codehaus.jackson.map.ObjectMapper; import java.util.ArrayList; import java.util.List; @@ -58,6 +59,8 @@ public abstract class DataWriter { protected List srcCols = new ArrayList<>(); + protected static ObjectMapper objectMapper = new ObjectMapper(); + public List getSrcCols() { return srcCols; } diff --git a/flinkx-mongodb/flinkx-mongodb-core/pom.xml b/flinkx-mongodb/flinkx-mongodb-core/pom.xml index 82a3d2386b..403570c7a4 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-core/pom.xml @@ -16,13 +16,13 @@ org.mongodb mongodb-driver - 3.4.1 + 3.11.1 org.mongodb bson - 3.4.1 + 3.11.1 \ No newline at end of file diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java new file mode 100644 index 0000000000..150a3fe699 --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java @@ -0,0 +1,133 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.mongodb; + +import com.dtstack.flinkx.util.TelnetUtil; +import com.mongodb.*; +import com.mongodb.client.MongoCursor; +import org.apache.commons.lang.StringUtils; +import org.bson.Document; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.ArrayList; +import java.util.List; +import java.util.regex.Matcher; +import java.util.regex.Pattern; + + +/** + * @author jiangbo + * @date 2019/12/5 + */ +public class MongodbClientUtil { + + private static final Logger LOG = LoggerFactory.getLogger(MongodbClientUtil.class); + + private static final String HOST_SPLIT_REGEX = ",\\s*"; + + private static Pattern HOST_PORT_PATTERN = Pattern.compile("(?.*):(?\\d+)*"); + + private static final Integer DEFAULT_PORT = 27017; + + public static MongoClient getClient(MongodbConfig config){ + if(LOG.isDebugEnabled()){ + LOG.debug("连接配置:{}", config); + } + + if (StringUtils.isNotEmpty(config.getUrl())) { + return getClientWithUrl(config); + } else { + return getClientWithHostPort(config); + } + } + + public static void close(MongoClient mongoClient, MongoCursor cursor){ + if (cursor != null){ + LOG.info("Start close mongodb cursor"); + cursor.close(); + LOG.info("Close mongodb cursor successfully"); + } + + if (mongoClient != null){ + LOG.info("Start close mongodb client"); + mongoClient.close(); + LOG.info("Close mongodb client successfully"); + } + } + + private static MongoClient getClientWithHostPort(MongodbConfig config){ + MongoClientOptions options = getOption(config.getMongodbConfig()); + List serverAddress = getServerAddress(config.getHostPorts()); + + if (StringUtils.isEmpty(config.getUsername())) { + return new MongoClient(serverAddress,options); + } + + MongoCredential credential = MongoCredential.createCredential(config.getUsername(), config.getDatabase(), config.getPassword().toCharArray()) + .withMechanism(AuthenticationMechanism.fromMechanismName(config.getAuthenticationMechanism())); + + return new MongoClient(serverAddress,credential,options); + } + + private static MongoClient getClientWithUrl(MongodbConfig config){ + MongoClientURI clientURI = new MongoClientURI(config.getUrl()); + config.setDatabase(clientURI.getDatabase()); + return new MongoClient(clientURI); + } + + private static MongoClientOptions getOption(MongodbConfig.ConnectionConfig connectionConfig){ + MongoClientOptions.Builder build = new MongoClientOptions.Builder(); + build.connectionsPerHost(connectionConfig.getConnectionsPerHost()); + build.threadsAllowedToBlockForConnectionMultiplier(connectionConfig.getThreadsForConnectionMultiplier()); + build.connectTimeout(connectionConfig.getConnectionTimeout()); + build.maxWaitTime(connectionConfig.getMaxWaitTime()); + build.socketTimeout(connectionConfig.getSocketTimeout()); + build.writeConcern(WriteConcern.UNACKNOWLEDGED); + return build.build(); + } + + /** + * parse server address from hostPorts string + */ + private static List getServerAddress(String hostPorts) { + List addresses = new ArrayList<>(); + + for (String hostPort : hostPorts.split(HOST_SPLIT_REGEX)) { + if(hostPort.length() == 0){ + continue; + } + + Matcher matcher = HOST_PORT_PATTERN.matcher(hostPort); + if(matcher.find()){ + String host = matcher.group("host"); + String portStr = matcher.group("port"); + int port = portStr == null ? DEFAULT_PORT : Integer.parseInt(portStr); + + TelnetUtil.telnet(host,port); + + ServerAddress serverAddress = new ServerAddress(host,port); + addresses.add(serverAddress); + } + } + + return addresses; + } +} diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfig.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfig.java new file mode 100644 index 0000000000..2af0a66f5f --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfig.java @@ -0,0 +1,282 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.mongodb; + +import java.io.Serializable; +import java.util.List; + +/** + * @author jiangbo + * @date 2019/12/5 + */ +public class MongodbConfig implements Serializable { + + private String hostPorts; + + private String url; + + private String username; + + private String password; + + private String authenticationMechanism; + + private String database; + + private String collectionName; + + private String filter; + + private int fetchSize; + + private String writeMode; + + private String replaceKey; + + private List monitorDatabases; + + private List monitorCollections; + + private String clusterMode; + + private int startLocation; + + private boolean excludeDocId; + + private ConnectionConfig mongodbConfig = new ConnectionConfig(); + + public class ConnectionConfig implements Serializable{ + private int connectionsPerHost = 100; + + private int threadsForConnectionMultiplier = 100; + + private int connectionTimeout = 10000; + + private int maxWaitTime = 5000; + + private int socketTimeout = 0; + + public int getConnectionsPerHost() { + return connectionsPerHost; + } + + public void setConnectionsPerHost(int connectionsPerHost) { + this.connectionsPerHost = connectionsPerHost; + } + + public int getThreadsForConnectionMultiplier() { + return threadsForConnectionMultiplier; + } + + public void setThreadsForConnectionMultiplier(int threadsForConnectionMultiplier) { + this.threadsForConnectionMultiplier = threadsForConnectionMultiplier; + } + + public int getConnectionTimeout() { + return connectionTimeout; + } + + public void setConnectionTimeout(int connectionTimeout) { + this.connectionTimeout = connectionTimeout; + } + + public int getMaxWaitTime() { + return maxWaitTime; + } + + public void setMaxWaitTime(int maxWaitTime) { + this.maxWaitTime = maxWaitTime; + } + + public int getSocketTimeout() { + return socketTimeout; + } + + public void setSocketTimeout(int socketTimeout) { + this.socketTimeout = socketTimeout; + } + + @Override + public String toString() { + return "ConnectionConfig{" + + "connectionsPerHost=" + connectionsPerHost + + ", threadsForConnectionMultiplier=" + threadsForConnectionMultiplier + + ", connectionTimeout=" + connectionTimeout + + ", maxWaitTime=" + maxWaitTime + + ", socketTimeout=" + socketTimeout + + '}'; + } + } + + public boolean getExcludeDocId() { + return excludeDocId; + } + + public void setExcludeDocId(boolean excludeDocId) { + this.excludeDocId = excludeDocId; + } + + public int getStartLocation() { + return startLocation; + } + + public void setStartLocation(int startLocation) { + this.startLocation = startLocation; + } + + public String getClusterMode() { + return clusterMode; + } + + public void setClusterMode(String clusterMode) { + this.clusterMode = clusterMode; + } + + public List getMonitorDatabases() { + return monitorDatabases; + } + + public void setMonitorDatabases(List monitorDatabases) { + this.monitorDatabases = monitorDatabases; + } + + public List getMonitorCollections() { + return monitorCollections; + } + + public void setMonitorCollections(List monitorCollections) { + this.monitorCollections = monitorCollections; + } + + public String getAuthenticationMechanism() { + return authenticationMechanism; + } + + public void setAuthenticationMechanism(String authenticationMechanism) { + this.authenticationMechanism = authenticationMechanism; + } + + public String getHostPorts() { + return hostPorts; + } + + public void setHostPorts(String hostPorts) { + this.hostPorts = hostPorts; + } + + public String getUrl() { + return url; + } + + public void setUrl(String url) { + this.url = url; + } + + public String getUsername() { + return username; + } + + public void setUsername(String username) { + this.username = username; + } + + public String getPassword() { + return password; + } + + public void setPassword(String password) { + this.password = password; + } + + public String getDatabase() { + return database; + } + + public void setDatabase(String database) { + this.database = database; + } + + public String getCollectionName() { + return collectionName; + } + + public void setCollectionName(String collectionName) { + this.collectionName = collectionName; + } + + public String getFilter() { + return filter; + } + + public void setFilter(String filter) { + this.filter = filter; + } + + public int getFetchSize() { + return fetchSize; + } + + public void setFetchSize(int fetchSize) { + this.fetchSize = fetchSize; + } + + public String getWriteMode() { + return writeMode; + } + + public void setWriteMode(String writeMode) { + this.writeMode = writeMode; + } + + public String getReplaceKey() { + return replaceKey; + } + + public void setReplaceKey(String replaceKey) { + this.replaceKey = replaceKey; + } + + public ConnectionConfig getMongodbConfig() { + return mongodbConfig; + } + + public void setMongodbConfig(ConnectionConfig mongodbConfig) { + this.mongodbConfig = mongodbConfig; + } + + @Override + public String toString() { + // TODO 密码脱敏 + return "MongodbConfig{" + + "hostPorts='" + hostPorts + '\'' + + ", url='" + url + '\'' + + ", username='" + username + '\'' + + ", password='" + "******" + '\'' + + ", authenticationMechanism='" + authenticationMechanism + '\'' + + ", database='" + database + '\'' + + ", collectionName='" + collectionName + '\'' + + ", filter='" + filter + '\'' + + ", fetchSize=" + fetchSize + + ", writeMode='" + writeMode + '\'' + + ", replaceKey='" + replaceKey + '\'' + + ", mongodbConfig=" + mongodbConfig + + '}'; + } +} diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfigKeys.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfigKeys.java deleted file mode 100644 index 760052591b..0000000000 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfigKeys.java +++ /dev/null @@ -1,60 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.mongodb; - -/** - * Configuration Keys for mongodb plugin - * - * @Company: www.dtstack.com - * @author jiangbo - */ -public class MongodbConfigKeys { - - public final static String KEY_HOST_PORTS = "hostPorts"; - - public final static String KEY_USERNAME = "username"; - - public final static String KEY_PASSWORD = "password"; - - public final static String KEY_URL = "url"; - - public final static String KEY_DATABASE = "database"; - - public final static String KEY_COLLECTION = "collectionName"; - - public final static String KEY_FILTER = "filter"; - - public final static String KEY_FETCH_SIZE = "fetchSize"; - - public final static String KEY_MODE = "writeMode"; - - public final static String KEY_REPLACE_KEY = "replaceKey"; - - public final static String KEY_MONGODB_CONFIG = "mongodbConfig"; - - public final static String KEY_CONNECTIONS_PERHOST = "connectionsPerHost"; - - public final static String KEY_THREADS_FOR_CONNECTION_MULTIPLIER = "threadsForConnectionMultiplier"; - - public final static String KEY_CONNECTION_TIMEOUT = "connectionTimeout"; - - public final static String KEY_MAX_WAIT_TIME = "maxWaitTime"; - - public final static String KEY_SOCKET_TIMEOUT = "socketTimeout"; -} diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java index 2cad2ec418..9de249d582 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java @@ -22,10 +22,6 @@ import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.TelnetUtil; -import com.mongodb.*; -import com.mongodb.client.MongoCursor; -import org.apache.commons.collections.MapUtils; import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; import org.bson.Document; @@ -35,14 +31,9 @@ import java.math.BigDecimal; import java.sql.Timestamp; import java.text.SimpleDateFormat; -import java.util.ArrayList; import java.util.Arrays; import java.util.List; -import java.util.Map; -import java.util.regex.Matcher; -import java.util.regex.Pattern; -import static com.dtstack.flinkx.mongodb.MongodbConfigKeys.*; /** * Utilities for mongodb database connection and data format conversion @@ -54,70 +45,6 @@ public class MongodbUtil { private static final Logger LOG = LoggerFactory.getLogger(MongodbUtil.class); - private static final String HOST_SPLIT_REGEX = ",\\s*"; - - private static Pattern HOST_PORT_PATTERN = Pattern.compile("(?.*):(?\\d+)*"); - - private static final Integer DEFAULT_PORT = 27017; - - private static final Integer DEFAULT_CONNECTIONS_PER_HOST = 100; - - private static final Integer DEFAULT_THREADS_FOR_CONNECTION_MULTIPLIER = 100; - - private static final Integer DEFAULT_CONNECT_TIMEOUT = 10 * 1000; - - private static final Integer DEFAULT_MAX_WAIT_TIME = 5 * 1000; - - private static final Integer DEFAULT_SOCKET_TIMEOUT = 0; - - /** - * Get mongo client - * @param mongodbConfig - * @return MongoClient - */ - public static MongoClient getMongoClient(Map mongodbConfig){ - MongoClient mongoClient; - try{ - MongoClientOptions options = getOption(mongodbConfig); - List serverAddress = getServerAddress(MapUtils.getString(mongodbConfig, KEY_HOST_PORTS)); - String username = MapUtils.getString(mongodbConfig, KEY_USERNAME); - String password = MapUtils.getString(mongodbConfig, KEY_PASSWORD); - String database = MapUtils.getString(mongodbConfig, KEY_DATABASE); - String url = MapUtils.getString(mongodbConfig, KEY_URL); - - if(StringUtils.isNotBlank(url)){ - mongoClient = new MongoClient(new MongoClientURI(url)); - }else if(StringUtils.isEmpty(username)){ - mongoClient = new MongoClient(serverAddress,options); - } else { - MongoCredential credential = MongoCredential.createScramSha1Credential(username, database, password.toCharArray()); - List credentials = new ArrayList<>(); - credentials.add(credential); - - mongoClient = new MongoClient(serverAddress,credentials,options); - } - - LOG.info("Get mongodb client successful"); - return mongoClient; - }catch (Exception e){ - throw new RuntimeException(e); - } - } - - public static void close(MongoClient mongoClient, MongoCursor cursor){ - if (cursor != null){ - LOG.info("Start close mongodb cursor"); - cursor.close(); - LOG.info("Close mongodb cursor successfully"); - } - - if (mongoClient != null){ - LOG.info("Start close mongodb client"); - mongoClient.close(); - LOG.info("Close mongodb client successfully"); - } - } - public static Document convertRowToDoc(Row row,List columns) throws WriteRecordException { Document doc = new Document(); for (int i = 0; i < columns.size(); i++) { @@ -145,58 +72,4 @@ private static Object convertField(Object val,MetaColumn column){ return val; } - - /** - * parse server address from hostPorts string - */ - private static List getServerAddress(String hostPorts) { - List addresses = new ArrayList<>(); - - for (String hostPort : hostPorts.split(HOST_SPLIT_REGEX)) { - if(hostPort.length() == 0){ - continue; - } - - Matcher matcher = HOST_PORT_PATTERN.matcher(hostPort); - if(matcher.find()){ - String host = matcher.group("host"); - String portStr = matcher.group("port"); - int port = portStr == null ? DEFAULT_PORT : Integer.parseInt(portStr); - - TelnetUtil.telnet(host,port); - - ServerAddress serverAddress = new ServerAddress(host,port); - addresses.add(serverAddress); - } - } - - return addresses; - } - - private static MongoClientOptions getOption(Map mongodbConfig){ - MongoClientOptions.Builder build = new MongoClientOptions.Builder(); - - int connectionsPerHost = MapUtils.getIntValue(mongodbConfig, KEY_CONNECTIONS_PERHOST, DEFAULT_CONNECTIONS_PER_HOST); - LOG.info("Mongodb config -- connectionsPerHost:" + connectionsPerHost); - build.connectionsPerHost(connectionsPerHost); - - int threadsForConnectionMultiplier = MapUtils.getIntValue(mongodbConfig, KEY_THREADS_FOR_CONNECTION_MULTIPLIER, DEFAULT_THREADS_FOR_CONNECTION_MULTIPLIER); - LOG.info("Mongodb config -- threadsForConnectionMultiplier:" + threadsForConnectionMultiplier); - build.threadsAllowedToBlockForConnectionMultiplier(threadsForConnectionMultiplier); - - int connectionTimeout = MapUtils.getIntValue(mongodbConfig, KEY_CONNECTION_TIMEOUT, DEFAULT_CONNECT_TIMEOUT); - LOG.info("Mongodb config -- connectionTimeout:" + connectionTimeout); - build.connectTimeout(connectionTimeout); - - int maxWaitTime = MapUtils.getIntValue(mongodbConfig, KEY_MAX_WAIT_TIME, DEFAULT_MAX_WAIT_TIME); - LOG.info("Mongodb config -- maxWaitTime:" + maxWaitTime); - build.maxWaitTime(maxWaitTime); - - int socketTimeout = MapUtils.getIntValue(mongodbConfig, KEY_SOCKET_TIMEOUT, DEFAULT_SOCKET_TIMEOUT); - LOG.info("Mongodb config -- socketTimeout:" + socketTimeout); - build.maxWaitTime(socketTimeout); - - build.writeConcern(WriteConcern.UNACKNOWLEDGED); - return build.build(); - } } diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml new file mode 100644 index 0000000000..f38c4665c6 --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml @@ -0,0 +1,51 @@ + + + + flinkx-mongodb + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-mongodb-oplog-reader + + + + flinkx-mongodb-core + com.dtstack.flinkx + 1.6 + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java new file mode 100644 index 0000000000..e0737e9c2a --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java @@ -0,0 +1,77 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.mongodb.oplog.reader; + +import org.apache.flink.types.Row; +import org.bson.BsonTimestamp; +import org.bson.Document; + +import java.util.LinkedHashMap; +import java.util.Map; +import java.util.Set; +import java.util.concurrent.atomic.AtomicLong; + +/** + * @author jiangbo + * @date 2019/12/5 + */ +public class MongodbEventHandler { + + public final static String EVENT_KEY_OP = "op"; + public final static String EVENT_KEY_NS = "ns"; + public final static String EVENT_KEY_TS = "ts"; + public final static String EVENT_KEY_DATA = "o"; + + public static Row handleEvent(final Document event, AtomicLong offset, boolean excludeDocId){ + MongodbOperation mongodbOperation = MongodbOperation.getByInternalNames(event.getString(EVENT_KEY_OP)); + Map eventMap = new LinkedHashMap<>(); + eventMap.put("type", mongodbOperation.name()); + + parseDbAndCollection(event, eventMap); + + BsonTimestamp timestamp = event.get(EVENT_KEY_TS, BsonTimestamp.class); + eventMap.put("ts", timestamp.getValue()); + eventMap.put("ingestion", System.nanoTime()); + + final Document data = (Document)event.get(EVENT_KEY_DATA); + Set keys = data.keySet(); + if(excludeDocId){ + keys.remove("_id"); + } + + for (String key : keys) { + eventMap.put("after_" + key, data.get(key)); + } + + for (String key : keys) { + eventMap.put("before_" + key, null); + } + + offset.set(timestamp.getValue()); + return Row.of(eventMap); + } + + private static void parseDbAndCollection(final Document event, Map eventMap){ + String dbCollection = event.getString(EVENT_KEY_NS); + String[] split = dbCollection.split("\\."); + eventMap.put("schema", split[0]); + eventMap.put("table", split[1]); + } +} diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java new file mode 100644 index 0000000000..5206630f79 --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java @@ -0,0 +1,55 @@ +package com.dtstack.mongodb.oplog.reader; + +import java.util.ArrayList; +import java.util.List; + +/** + * @author jiangbo + * @date 2019/12/5 + */ +public enum MongodbOperation { + + /** + * 插入 + */ + INSERT("i"), + + /** + * 更新 + */ + UPDATE("u"), + + /** + * 删除 + */ + DELETE("d"); + + private String internalName; + + MongodbOperation(String internalName) { + this.internalName = internalName; + } + + public String getInternalName() { + return internalName; + } + + public static List internalNames(){ + List names = new ArrayList<>(); + for (MongodbOperation value : MongodbOperation.values()) { + names.add(value.getInternalName()); + } + + return names; + } + + public static MongodbOperation getByInternalNames(String name){ + for (MongodbOperation value : MongodbOperation.values()) { + if (value.getInternalName().equalsIgnoreCase(name)){ + return value; + } + } + + throw new RuntimeException("不支持的操作类型:" + name); + } +} diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java new file mode 100644 index 0000000000..2489794b17 --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java @@ -0,0 +1,200 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.mongodb.oplog.reader; + +import com.dtstack.flinkx.inputformat.RichInputFormat; +import com.dtstack.flinkx.mongodb.MongodbClientUtil; +import com.dtstack.flinkx.mongodb.MongodbConfig; +import com.dtstack.flinkx.restore.FormatState; +import com.mongodb.CursorType; +import com.mongodb.MongoClient; +import com.mongodb.client.FindIterable; +import com.mongodb.client.MongoCollection; +import com.mongodb.client.MongoCursor; +import com.mongodb.client.model.Filters; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.core.io.GenericInputSplit; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; +import org.bson.BsonTimestamp; +import org.bson.Document; +import org.bson.conversions.Bson; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.List; +import java.util.concurrent.atomic.AtomicLong; + +/** + * @author jiangbo + * @date 2019/12/5 + */ +public class MongodbOplogInputFormat extends RichInputFormat { + + private final static String OPLOG_DB = "local"; + private final static String REPLICA_SET_COLLECTION = "oplog.rs"; + private final static String MASTER_SLAVE_COLLECTION = "oplog.$main"; + + protected MongodbConfig mongodbConfig; + + private transient MongoClient client; + + private transient MongoCursor cursor; + + private AtomicLong offset = new AtomicLong(); + + @Override + public void configure(Configuration parameters) { + // do nothing + } + + @Override + protected void openInternal(InputSplit inputSplit) throws IOException { + initOffset(); + + client = MongodbClientUtil.getClient(mongodbConfig); + + + MongoCollection oplog = getOplogCollection(); + FindIterable results = oplog.find(buildFilter()) + .sort(new Document("$natural", 1)) + .oplogReplay(true) + .cursorType(CursorType.TailableAwait); + + cursor = results.iterator(); + } + + /** + * 在 master/slave 结构下, oplog 位于local.oplog.$main + * 在 Replca set 结构下， oplog 位于local.oplog.rs + */ + private MongoCollection getOplogCollection(){ + if ("REPLICA_SET".equalsIgnoreCase(mongodbConfig.getClusterMode())) { + return client.getDatabase(OPLOG_DB).getCollection(REPLICA_SET_COLLECTION); + } else if("MASTER_SLAVE".equalsIgnoreCase(mongodbConfig.getClusterMode())){ + return client.getDatabase(OPLOG_DB).getCollection(MASTER_SLAVE_COLLECTION); + } else { + throw new RuntimeException(""); + } + } + + private void initOffset(){ + BsonTimestamp startLocation = new BsonTimestamp(mongodbConfig.getStartLocation(), 0); + if (formatState != null && formatState.getState() != null) { + offset.set(Long.valueOf(formatState.getState().toString())); + long state = (Long)formatState.getState(); + if (startLocation.compareTo(new BsonTimestamp(state)) > 0) { + offset.set(mongodbConfig.getStartLocation()); + } else { + offset.set(state); + } + } else { + offset.set(startLocation.getValue()); + } + } + + private Bson buildFilter(){ + List filters = new ArrayList<>(); + + // 设置读取位置 + filters.add(Filters.gt(MongodbEventHandler.EVENT_KEY_TS, new BsonTimestamp(offset.get()))); + + // + filters.add(Filters.exists("fromMigrate", false)); + + // 过滤db和collection + String pattern = buildPattern(); + if (pattern != null) { + filters.add(Filters.regex(MongodbEventHandler.EVENT_KEY_NS, pattern)); + } + + // 过滤系统日志 + filters.add(Filters.ne(MongodbEventHandler.EVENT_KEY_NS, "config.system.sessions")); + + // 过滤操作类型 + filters.add(Filters.in(MongodbEventHandler.EVENT_KEY_OP, MongodbOperation.internalNames())); + + return Filters.and(filters); + } + + private String buildPattern() { + if (CollectionUtils.isEmpty(mongodbConfig.getMonitorDatabases()) && CollectionUtils.isEmpty(mongodbConfig.getMonitorCollections())){ + return null; + } + + StringBuilder pattern = new StringBuilder(); + if(CollectionUtils.isNotEmpty(mongodbConfig.getMonitorDatabases())){ + mongodbConfig.getMonitorDatabases().removeIf(StringUtils::isEmpty); + if(CollectionUtils.isNotEmpty(mongodbConfig.getMonitorDatabases())){ + String databasePattern = StringUtils.join(mongodbConfig.getMonitorDatabases(), "|"); + pattern.append("(").append(databasePattern).append(")"); + } else { + pattern.append(".*"); + } + } + + pattern.append("\\."); + + if(CollectionUtils.isNotEmpty(mongodbConfig.getMonitorCollections())){ + mongodbConfig.getMonitorCollections().removeIf(String::isEmpty); + if(CollectionUtils.isNotEmpty(mongodbConfig.getMonitorCollections())){ + String collectionPattern = StringUtils.join(mongodbConfig.getMonitorCollections(), "|"); + pattern.append("(").append(collectionPattern).append(")"); + } else { + pattern.append(".*"); + } + } + + return pattern.toString(); + } + + @Override + protected Row nextRecordInternal(Row row) throws IOException { + return MongodbEventHandler.handleEvent(cursor.next(), offset, mongodbConfig.getExcludeDocId()); + } + + @Override + public FormatState getFormatState() { + super.getFormatState(); + + if (formatState != null){ + formatState.setState(offset.get()); + } + + return formatState; + } + + @Override + protected void closeInternal() throws IOException { + MongodbClientUtil.close(client, cursor); + } + + @Override + public InputSplit[] createInputSplits(int minNumSplits) throws IOException { + return new InputSplit[]{new GenericInputSplit(1,1)}; + } + + @Override + public boolean reachedEnd() throws IOException { + return !cursor.hasNext(); + } +} diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java new file mode 100644 index 0000000000..3519e2fe35 --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java @@ -0,0 +1,45 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.mongodb.oplog.reader; + +import com.dtstack.flinkx.inputformat.RichInputFormatBuilder; +import com.dtstack.flinkx.mongodb.MongodbConfig; + +/** + * @author jiangbo + * @date 2019/12/5 + */ +public class MongodbOplogInputFormatBuilder extends RichInputFormatBuilder { + + private MongodbOplogInputFormat format; + + public MongodbOplogInputFormatBuilder() { + super.format = this.format = new MongodbOplogInputFormat(); + } + + public void setMongodbConfig(MongodbConfig mongodbConfig){ + format.mongodbConfig = mongodbConfig; + } + + @Override + protected void checkFormat() { + + } +} diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java new file mode 100644 index 0000000000..e44d20aa67 --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java @@ -0,0 +1,60 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.mongodb.oplog.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.mongodb.MongodbConfig; +import com.dtstack.flinkx.reader.DataReader; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +/** + * @author jiangbo + * @date 2019/12/5 + */ +public class MongodbOplogReader extends DataReader { + + private MongodbConfig mongodbConfig; + + public MongodbOplogReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + try { + mongodbConfig = objectMapper.readValue(objectMapper.writeValueAsString(readerConfig.getParameter().getAll()), MongodbConfig.class); + } catch (Exception e) { + throw new RuntimeException("解析mongodb配置出错:", e); + } + } + + @Override + public DataStream readData() { + MongodbOplogInputFormatBuilder builder = new MongodbOplogInputFormatBuilder(); + builder.setMonitorUrls(monitorUrls); + builder.setBytes(bytes); + builder.setRestoreConfig(restoreConfig); + + builder.setMongodbConfig(mongodbConfig); + + return createInput(builder.finish()); + } +} diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java index f28df20567..8f3d39308c 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java @@ -19,13 +19,12 @@ package com.dtstack.flinkx.mongodb.reader; import com.dtstack.flinkx.inputformat.RichInputFormat; -import com.dtstack.flinkx.mongodb.MongodbConfigKeys; -import com.dtstack.flinkx.mongodb.MongodbUtil; +import com.dtstack.flinkx.mongodb.MongodbClientUtil; +import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.StringUtil; import com.mongodb.BasicDBObject; import com.mongodb.MongoClient; -import com.mongodb.MongoClientURI; import com.mongodb.client.FindIterable; import com.mongodb.client.MongoCollection; import com.mongodb.client.MongoCursor; @@ -48,26 +47,12 @@ */ public class MongodbInputFormat extends RichInputFormat { - protected String hostPorts; - - protected String username; - - protected String password; - - protected String database; - - protected String collectionName; - protected List metaColumns; - protected String filterJson; - - protected Map mongodbConfig; - - protected int fetchSize; - private Bson filter; + protected MongodbConfig mongodbConfig; + private transient MongoCursor cursor; private transient MongoClient client; @@ -82,13 +67,9 @@ protected void openInternal(InputSplit inputSplit) throws IOException { MongodbInputSplit split = (MongodbInputSplit) inputSplit; FindIterable findIterable; - client = MongodbUtil.getMongoClient(mongodbConfig); - if(StringUtils.isBlank(database)){ - String url = (String) mongodbConfig.get(MongodbConfigKeys.KEY_URL); - database = new MongoClientURI(url).getDatabase(); - } - MongoDatabase db = client.getDatabase(database); - MongoCollection collection = db.getCollection(collectionName); + client = MongodbClientUtil.getClient(mongodbConfig); + MongoDatabase db = client.getDatabase(mongodbConfig.getDatabase()); + MongoCollection collection = db.getCollection(mongodbConfig.getCollectionName()); if(filter == null){ findIterable = collection.find(); @@ -98,7 +79,7 @@ protected void openInternal(InputSplit inputSplit) throws IOException { findIterable = findIterable.skip(split.getSkip()) .limit(split.getLimit()) - .batchSize(fetchSize); + .batchSize(mongodbConfig.getFetchSize()); cursor = findIterable.iterator(); } @@ -139,7 +120,7 @@ public Row nextRecordInternal(Row row) throws IOException { @Override protected void closeInternal() throws IOException { - MongodbUtil.close(client, cursor); + MongodbClientUtil.close(client, cursor); } @Override @@ -148,13 +129,9 @@ public InputSplit[] createInputSplits(int minNumSplits) throws IOException { MongoClient client = null; try { - client = MongodbUtil.getMongoClient(mongodbConfig); - if(StringUtils.isBlank(database)){ - String url = (String) mongodbConfig.get(MongodbConfigKeys.KEY_URL); - database = new MongoClientURI(url).getDatabase(); - } - MongoDatabase db = client.getDatabase(database); - MongoCollection collection = db.getCollection(collectionName); + client = MongodbClientUtil.getClient(mongodbConfig); + MongoDatabase db = client.getDatabase(mongodbConfig.getDatabase()); + MongoCollection collection = db.getCollection(mongodbConfig.getCollectionName()); long docNum = filter == null ? collection.count() : collection.count(filter); if(docNum <= minNumSplits){ @@ -171,9 +148,9 @@ public InputSplit[] createInputSplits(int minNumSplits) throws IOException { splits.add(new MongodbInputSplit((int)(size * minNumSplits), (int)(docNum - size * minNumSplits))); } } catch (Exception e){ - LOG.error("{}", e); + LOG.error("创建分片失败:", e); } finally { - MongodbUtil.close(client, null); + MongodbClientUtil.close(client, null); } return splits.toArray(new MongodbInputSplit[splits.size()]); @@ -185,8 +162,8 @@ public boolean reachedEnd() throws IOException { } private void buildFilter(){ - if(StringUtils.isNotEmpty(filterJson)){ - filter = BasicDBObject.parse(filterJson); + if(StringUtils.isNotEmpty(mongodbConfig.getFilter())){ + filter = BasicDBObject.parse(mongodbConfig.getFilter()); } } } diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java index 5ec5c7f748..fde7b456f6 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java @@ -19,10 +19,10 @@ package com.dtstack.flinkx.mongodb.reader; import com.dtstack.flinkx.inputformat.RichInputFormatBuilder; +import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.MetaColumn; import java.util.List; -import java.util.Map; /** * The builder for mongodb reader plugin @@ -38,45 +38,17 @@ public MongodbInputFormatBuilder() { super.format = format = new MongodbInputFormat(); } - public void setHostPorts(String hostPorts){ - format.hostPorts = hostPorts; - } - - public void setUsername(String username){ - format.username = username; - } - - public void setPassword(String password){ - format.password = password; - } - - public void setDatabase(String database){ - format.database = database; - } - - public void setCollection(String collection){ - format.collectionName = collection; - } - public void setMetaColumns(List metaColumns){ format.metaColumns = metaColumns; } - public void setMongodbConfig(Map mongodbConfig){ + public void setMongodbConfig(MongodbConfig mongodbConfig){ format.mongodbConfig = mongodbConfig; } - public void setFetchSize(int fetchSize){ - format.fetchSize = fetchSize; - } - - public void setFilter(String filter){ - format.filterJson = filter; - } - @Override protected void checkFormat() { - if(format.collectionName == null){ + if(format.mongodbConfig.getCollectionName() == null){ throw new IllegalArgumentException("No collection supplied"); } diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbReader.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbReader.java index 85a52ac470..e1591e6d3f 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbReader.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbReader.java @@ -20,17 +20,14 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.DataReader; import com.dtstack.flinkx.reader.MetaColumn; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; -import java.util.HashMap; import java.util.List; -import java.util.Map; - -import static com.dtstack.flinkx.mongodb.MongodbConfigKeys.*; /** * The Reader plugin for mongodb database @@ -40,60 +37,28 @@ */ public class MongodbReader extends DataReader { - protected String hostPorts; - - protected String username; - - protected String password; - - protected String url; - - protected String database; - - protected String collection; - private List metaColumns; - protected String filter; - - protected Map mongodbConfig; - - protected int fetchSize; + private MongodbConfig mongodbConfig; public MongodbReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); - hostPorts = readerConfig.getParameter().getStringVal(KEY_HOST_PORTS); - username = readerConfig.getParameter().getStringVal(KEY_USERNAME); - password = readerConfig.getParameter().getStringVal(KEY_PASSWORD); - url = readerConfig.getParameter().getStringVal(KEY_URL); - database = readerConfig.getParameter().getStringVal(KEY_DATABASE); - collection = readerConfig.getParameter().getStringVal(KEY_COLLECTION); - filter = readerConfig.getParameter().getStringVal(KEY_FILTER); - fetchSize = readerConfig.getParameter().getIntVal(KEY_FETCH_SIZE, 100); metaColumns = MetaColumn.getMetaColumns(readerConfig.getParameter().getColumn()); - mongodbConfig = (Map)readerConfig.getParameter().getVal(KEY_MONGODB_CONFIG, new HashMap<>()); - mongodbConfig.put(KEY_HOST_PORTS, hostPorts); - mongodbConfig.put(KEY_USERNAME, username); - mongodbConfig.put(KEY_PASSWORD, password); - mongodbConfig.put(KEY_URL, url); - mongodbConfig.put(KEY_DATABASE, database); + try { + mongodbConfig = objectMapper.readValue(objectMapper.writeValueAsString(readerConfig.getParameter().getAll()), MongodbConfig.class); + } catch (Exception e) { + throw new RuntimeException("解析mongodb配置出错:", e); + } } @Override public DataStream readData() { MongodbInputFormatBuilder builder = new MongodbInputFormatBuilder(); - builder.setHostPorts(hostPorts); - builder.setUsername(username); - builder.setPassword(password); - builder.setDatabase(database); - builder.setCollection(collection); - builder.setFilter(filter); builder.setMetaColumns(metaColumns); builder.setMongodbConfig(mongodbConfig); - builder.setFetchSize(fetchSize); builder.setMonitorUrls(monitorUrls); builder.setBytes(bytes); diff --git a/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbOutputFormat.java b/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbOutputFormat.java index 34101da24a..b5a1b5d841 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbOutputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbOutputFormat.java @@ -19,16 +19,15 @@ package com.dtstack.flinkx.mongodb.writer; import com.dtstack.flinkx.exception.WriteRecordException; -import com.dtstack.flinkx.mongodb.MongodbConfigKeys; +import com.dtstack.flinkx.mongodb.MongodbClientUtil; +import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.mongodb.MongodbUtil; import com.dtstack.flinkx.outputformat.RichOutputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.writer.WriteMode; import com.mongodb.MongoClient; -import com.mongodb.MongoClientURI; import com.mongodb.client.MongoCollection; import com.mongodb.client.MongoDatabase; -import org.apache.commons.lang.StringUtils; import org.apache.flink.configuration.Configuration; import org.apache.flink.types.Row; import org.bson.Document; @@ -36,7 +35,6 @@ import java.io.IOException; import java.util.ArrayList; import java.util.List; -import java.util.Map; /** * OutputFormat for mongodb writer plugin @@ -46,27 +44,13 @@ */ public class MongodbOutputFormat extends RichOutputFormat { - protected String hostPorts; - - protected String username; - - protected String password; - - protected String database; - - protected String collectionName; - protected List columns; - protected String replaceKey; - - protected String mode; - private transient MongoCollection collection; private transient MongoClient client; - protected Map mongodbConfig; + protected MongodbConfig mongodbConfig; @Override public void configure(Configuration parameters) { @@ -75,13 +59,9 @@ public void configure(Configuration parameters) { @Override protected void openInternal(int taskNumber, int numTasks) throws IOException { - client = MongodbUtil.getMongoClient(mongodbConfig); - if(StringUtils.isBlank(database)){ - String url = (String) mongodbConfig.get(MongodbConfigKeys.KEY_URL); - database = new MongoClientURI(url).getDatabase(); - } - MongoDatabase db = client.getDatabase(database); - collection = db.getCollection(collectionName); + client = MongodbClientUtil.getClient(mongodbConfig); + MongoDatabase db = client.getDatabase(mongodbConfig.getDatabase()); + collection = db.getCollection(mongodbConfig.getCollectionName()); } @Override @@ -89,10 +69,11 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { try { Document doc = MongodbUtil.convertRowToDoc(row,columns); - if(WriteMode.INSERT.getMode().equals(mode)){ + if(WriteMode.INSERT.getMode().equals(mongodbConfig.getWriteMode())){ collection.insertOne(doc); - } else if(WriteMode.REPLACE.getMode().equals(mode) || WriteMode.UPDATE.getMode().equals(mode)){ - Document filter = new Document(replaceKey,doc.get(replaceKey)); + } else if(WriteMode.REPLACE.getMode().equals(mongodbConfig.getWriteMode()) + || WriteMode.UPDATE.getMode().equals(mongodbConfig.getWriteMode())){ + Document filter = new Document(mongodbConfig.getReplaceKey(), doc.get(mongodbConfig.getReplaceKey())); collection.findOneAndReplace(filter,doc); } } catch (Exception e){ @@ -107,17 +88,17 @@ protected void writeMultipleRecordsInternal() throws Exception { documents.add(MongodbUtil.convertRowToDoc(row,columns)); } - if(WriteMode.INSERT.getMode().equals(mode)){ + if(WriteMode.INSERT.getMode().equals(mongodbConfig.getWriteMode())){ collection.insertMany(documents); - } else if(WriteMode.UPDATE.getMode().equals(mode)) { + } else if(WriteMode.UPDATE.getMode().equals(mongodbConfig.getWriteMode())) { throw new RuntimeException("Does not support batch update documents"); - } else if(WriteMode.REPLACE.getMode().equals(mode)){ + } else if(WriteMode.REPLACE.getMode().equals(mongodbConfig.getWriteMode())){ throw new RuntimeException("Does not support batch replace documents"); } } @Override public void closeInternal() throws IOException { - MongodbUtil.close(client, null); + MongodbClientUtil.close(client, null); } } diff --git a/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbOutputFormatBuilder.java b/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbOutputFormatBuilder.java index 7d1fed0a12..0ba22c3da7 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbOutputFormatBuilder.java +++ b/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbOutputFormatBuilder.java @@ -18,15 +18,12 @@ package com.dtstack.flinkx.mongodb.writer; +import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.outputformat.RichOutputFormatBuilder; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.writer.WriteMode; import org.apache.commons.lang.StringUtils; -import java.util.List; -import java.util.Map; - - /** * The builder for mongodb writer plugin * @@ -41,57 +38,25 @@ public MongodbOutputFormatBuilder() { super.format = format = new MongodbOutputFormat(); } - public void setHostPorts(String hostPorts){ - format.hostPorts = hostPorts; - } - - public void setUsername(String username){ - format.username = username; - } - - public void setPassword(String password){ - format.password = password; - } - - public void setDatabase(String database){ - format.database = database; - } - - public void setCollection(String collection){ - format.collectionName = collection; - } - - public void setColumns(List columns){ - format.columns = columns; - } - - public void setMode(String mode){ - format.mode = mode; - } - - public void setReplaceKey(String replaceKey){ - format.replaceKey = replaceKey; - } - - - public void setMongodbConfig(Map mongodbConfig){ + public void setMongodbConfig(MongodbConfig mongodbConfig){ format.mongodbConfig = mongodbConfig; } @Override protected void checkFormat() { - if(format.collectionName == null){ + if(format.mongodbConfig.getCollectionName() == null){ throw new IllegalArgumentException("No collection supplied"); } - if(WriteMode.REPLACE.getMode().equals(format.mode) || WriteMode.UPDATE.getMode().equals(format.mode)){ - if(StringUtils.isEmpty(format.replaceKey)){ + if(WriteMode.REPLACE.getMode().equals(format.mongodbConfig.getWriteMode()) + || WriteMode.UPDATE.getMode().equals(format.mongodbConfig.getWriteMode())){ + if(StringUtils.isEmpty(format.mongodbConfig.getReplaceKey())){ throw new IllegalArgumentException("ReplaceKey cannot be empty when the write mode is replace"); } boolean columnContainsReplaceKey = false; for (MetaColumn column : format.columns) { - if (column.getName().equalsIgnoreCase(format.replaceKey)) { + if (column.getName().equalsIgnoreCase(format.mongodbConfig.getReplaceKey())) { columnContainsReplaceKey = true; break; } diff --git a/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbWriter.java b/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbWriter.java index 5626c5d56d..e7eca2581f 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbWriter.java +++ b/flinkx-mongodb/flinkx-mongodb-writer/src/main/java/com/dtstack/flinkx/mongodb/writer/MongodbWriter.java @@ -20,19 +20,14 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.writer.DataWriter; -import com.dtstack.flinkx.writer.WriteMode; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.types.Row; -import java.util.HashMap; import java.util.List; -import java.util.Map; - -import static com.dtstack.flinkx.mongodb.MongodbConfigKeys.*; -import static com.dtstack.flinkx.mongodb.MongodbConfigKeys.KEY_COLLECTION; /** * The writer plugin for mongodb database @@ -42,59 +37,27 @@ */ public class MongodbWriter extends DataWriter { - protected String hostPorts; - - protected String username; - - protected String password; - - protected String database; - - protected String url; - - protected String collection; - protected List columns; - protected String replaceKey; - - protected Map mongodbConfig; + protected MongodbConfig mongodbConfig; public MongodbWriter(DataTransferConfig config) { super(config); WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); - hostPorts = writerConfig.getParameter().getStringVal(KEY_HOST_PORTS); - username = writerConfig.getParameter().getStringVal(KEY_USERNAME); - password = writerConfig.getParameter().getStringVal(KEY_PASSWORD); - url = writerConfig.getParameter().getStringVal(KEY_URL); - database = writerConfig.getParameter().getStringVal(KEY_DATABASE); - collection = writerConfig.getParameter().getStringVal(KEY_COLLECTION); - mode = writerConfig.getParameter().getStringVal(KEY_MODE, WriteMode.INSERT.getMode()); - replaceKey = writerConfig.getParameter().getStringVal(KEY_REPLACE_KEY); - columns = MetaColumn.getMetaColumns(writerConfig.getParameter().getColumn()); - mongodbConfig = (Map)writerConfig.getParameter().getVal(KEY_MONGODB_CONFIG, new HashMap<>()); - mongodbConfig.put(KEY_HOST_PORTS, hostPorts); - mongodbConfig.put(KEY_USERNAME, username); - mongodbConfig.put(KEY_PASSWORD, password); - mongodbConfig.put(KEY_URL, url); - mongodbConfig.put(KEY_DATABASE, database); + try { + mongodbConfig = objectMapper.readValue(objectMapper.writeValueAsString(writerConfig.getParameter().getAll()), MongodbConfig.class); + } catch (Exception e) { + throw new RuntimeException("解析mongodb配置出错:", e); + } } @Override public DataStreamSink writeData(DataStream dataSet) { MongodbOutputFormatBuilder builder = new MongodbOutputFormatBuilder(); - builder.setHostPorts(hostPorts); - builder.setUsername(username); - builder.setPassword(password); - builder.setDatabase(database); - builder.setCollection(collection); - builder.setMode(mode); - builder.setColumns(columns); - builder.setReplaceKey(replaceKey); builder.setMongodbConfig(mongodbConfig); builder.setMonitorUrls(monitorUrls); diff --git a/flinkx-mongodb/pom.xml b/flinkx-mongodb/pom.xml index d8a418734c..876dc99887 100644 --- a/flinkx-mongodb/pom.xml +++ b/flinkx-mongodb/pom.xml @@ -14,6 +14,7 @@ flinkx-mongodb-core flinkx-mongodb-reader + flinkx-mongodb-oplog-reader flinkx-mongodb-writer diff --git a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java index 2257e87ab6..98f1e95c0d 100644 --- a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java +++ b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java @@ -44,10 +44,6 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { if (print) { System.out.println(String.format("subTaskIndex[%s]:%s", taskNumber, row)); } - - if (restoreConfig.isRestore()) { - formatState.setState(row.getField(restoreConfig.getRestoreColumnIndex())); - } } @Override @@ -57,10 +53,5 @@ protected void writeMultipleRecordsInternal() throws Exception { System.out.println(row); } } - - if (restoreConfig.isRestore()) { - Row row = rows.get(rows.size() - 1); - formatState.setState(row.getField(restoreConfig.getRestoreColumnIndex())); - } } } diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index effaf52bd3..4b2c9753d2 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -362,6 +362,12 @@ flinkx-polardb-writer 1.6 + + + com.dtstack.flinkx + flinkx-mongodb-oplog-reader + 1.6 + diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index e8e47f3efd..09be200bd2 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -18,8 +18,6 @@ package com.dtstack.flinkx.test; -import ch.qos.logback.classic.Level; -import ch.qos.logback.classic.LoggerContext; import com.dtstack.flink.api.java.MyLocalStreamEnvironment; import com.dtstack.flinkx.binlog.reader.BinlogReader; import com.dtstack.flinkx.carbondata.reader.CarbondataReader; @@ -73,6 +71,7 @@ import com.dtstack.flinkx.stream.writer.StreamWriter; import com.dtstack.flinkx.util.ResultPrintUtil; import com.dtstack.flinkx.writer.DataWriter; +import com.dtstack.mongodb.oplog.reader.MongodbOplogReader; import org.apache.commons.lang.StringUtils; import org.apache.flink.api.common.JobExecutionResult; import org.apache.flink.api.common.restartstrategy.RestartStrategies; @@ -113,12 +112,12 @@ public class LocalTest { public static Configuration conf = new Configuration(); public static void main(String[] args) throws Exception{ - setLogLevel(Level.INFO.toString()); - Properties confProperties = new Properties(); -// confProperties.put("flink.checkpoint.interval", "10000"); -// confProperties.put("flink.checkpoint.stateBackend", "file:///tmp/flinkx_checkpoint"); + confProperties.put("flink.checkpoint.interval", "10000"); // + conf.setString("state.backend", "filesystem"); + conf.setString("state.checkpoints.dir", "file:///D:/tmp/flinkx_checkpoint"); + // conf.setString("metrics.reporter.promgateway.class","org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporter"); // conf.setString("metrics.reporter.promgateway.host","172.16.10.204"); // conf.setString("metrics.reporter.promgateway.port","9091"); @@ -126,18 +125,11 @@ public static void main(String[] args) throws Exception{ // conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); // conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); - String jobPath = "D:\\project\\dt-center-flinkx\\flinkx-test\\src\\main\\resources\\dev_test_job\\hdfs_stream.json"; + String jobPath = "D:\\project\\dt-center-flinkx\\flinkx-test\\src\\main\\resources\\dev_test_job\\oplog_stream.json"; JobExecutionResult result = LocalTest.runJob(new File(jobPath), confProperties, null); ResultPrintUtil.printResult(result); } - private static void setLogLevel(String level){ - LoggerContext loggerContext= (LoggerContext) LoggerFactory.getILoggerFactory(); - //设置全局日志级别 - ch.qos.logback.classic.Logger logger=loggerContext.getLogger("root"); - logger.setLevel(Level.toLevel(level)); - } - public static JobExecutionResult runJob(File jobFile, Properties confProperties, String savepointPath) throws Exception{ String jobContent = readJob(jobFile); return runJob(jobContent, confProperties, savepointPath); @@ -208,6 +200,7 @@ private static DataReader buildDataReader(DataTransferConfig config, StreamExecu case PluginNameConstrant.KUDU_READER : reader = new KuduReader(config, env); break; case PluginNameConstrant.CLICKHOUSE_READER : reader = new ClickhouseReader(config, env); break; case PluginNameConstrant.POLARDB_READER : reader = new PolardbReader(config, env); break; + case PluginNameConstrant.MONGODB_OPLOG_READER : reader = new MongodbOplogReader(config, env); break; default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); } diff --git a/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json b/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json new file mode 100644 index 0000000000..e1cd579497 --- /dev/null +++ b/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json @@ -0,0 +1,40 @@ +{ + "job": { + "content": [ + { + "reader": { + "name": "mongodboplogreader", + "parameter": { + "hostPorts": "172.16.8.190:30001,172.16.8.190:30002,172.16.8.190:30003", + "username": "root", + "password": "123456x", + "database": "admin", + "clusterMode": "REPLICA_SET", + "authenticationMechanism": "SCRAM-SHA-256", + "monitorDatabases": ["jiangbo"], + "excludeDocId": false + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 1048576 + }, + "errorLimit": { + "record": 100 + }, + "restore" : { + "isRestore" : true, + "isStream" : true + } + } + } +} \ No newline at end of file From 2c87a093d2df9bf359e51d7e6fd40803073e1522 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Fri, 6 Dec 2019 12:33:42 +0800 Subject: [PATCH 002/136] =?UTF-8?q?=E5=A4=84=E7=90=86mongo=E9=9B=86?= =?UTF-8?q?=E7=BE=A4=E8=8A=82=E7=82=B9=E6=8C=82=E6=8E=89=E7=9A=84=E6=83=85?= =?UTF-8?q?=E5=86=B5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../flinkx/mongodb/MongodbClientUtil.java | 2 -- .../oplog/reader/MongodbOplogInputFormat.java | 19 +++++++++++++++---- .../resources/dev_test_job/oplog_stream.json | 2 +- 3 files changed, 16 insertions(+), 7 deletions(-) diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java index 150a3fe699..8e6bf0fd51 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java @@ -121,8 +121,6 @@ private static List getServerAddress(String hostPorts) { String portStr = matcher.group("port"); int port = portStr == null ? DEFAULT_PORT : Integer.parseInt(portStr); - TelnetUtil.telnet(host,port); - ServerAddress serverAddress = new ServerAddress(host,port); addresses.add(serverAddress); } diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java index 2489794b17..25765d9cb1 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java @@ -62,6 +62,8 @@ public class MongodbOplogInputFormat extends RichInputFormat { private AtomicLong offset = new AtomicLong(); + private InputSplit inputSplit; + @Override public void configure(Configuration parameters) { // do nothing @@ -69,11 +71,10 @@ public void configure(Configuration parameters) { @Override protected void openInternal(InputSplit inputSplit) throws IOException { + this.inputSplit = inputSplit; initOffset(); client = MongodbClientUtil.getClient(mongodbConfig); - - MongoCollection oplog = getOplogCollection(); FindIterable results = oplog.find(buildFilter()) .sort(new Document("$natural", 1)) @@ -93,7 +94,7 @@ private MongoCollection getOplogCollection(){ } else if("MASTER_SLAVE".equalsIgnoreCase(mongodbConfig.getClusterMode())){ return client.getDatabase(OPLOG_DB).getCollection(MASTER_SLAVE_COLLECTION); } else { - throw new RuntimeException(""); + throw new RuntimeException("集群模式不支持:" + mongodbConfig.getClusterMode()); } } @@ -195,6 +196,16 @@ public InputSplit[] createInputSplits(int minNumSplits) throws IOException { @Override public boolean reachedEnd() throws IOException { - return !cursor.hasNext(); + try { + return !cursor.hasNext(); + } catch (Exception e) { + // 这里出现异常可能是因为集群里某个节点挂了，所以不退出程序，调用openInternal方法重新连接，并从offset处开始同步数据， + // 如果集群有问题，在openInternal方法里结束进程 + LOG.warn("获取数据异常,可能是某个节点出问题了，程序将自动重新选择节点连接", e); + closeInternal(); + openInternal(inputSplit); + + return false; + } } } diff --git a/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json b/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json index e1cd579497..7bfddb333f 100644 --- a/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json +++ b/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json @@ -7,7 +7,7 @@ "parameter": { "hostPorts": "172.16.8.190:30001,172.16.8.190:30002,172.16.8.190:30003", "username": "root", - "password": "123456x", + "password": "123456", "database": "admin", "clusterMode": "REPLICA_SET", "authenticationMechanism": "SCRAM-SHA-256", From d411a89666121313684275ac293524afe66c757a Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 13 Dec 2019 21:40:51 +0800 Subject: [PATCH 003/136] =?UTF-8?q?=E5=AE=8C=E6=88=90check?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-pgwal/flinkx-pgwal-core/pom.xml | 22 ++ .../flinkx/pgwal/PgRelicationSlot.java | 161 ++++++++++++ .../dtstack/flinkx/pgwal/PgWalConfigKeys.java | 51 ++++ .../com/dtstack/flinkx/pgwal/PgWalUtil.java | 229 ++++++++++++++++++ flinkx-pgwal/flinkx-pgwal-reader/pom.xml | 69 ++++++ .../flinkx/pgwal/format/PgWalInputFormat.java | 136 +++++++++++ .../pgwal/format/PgWalInputFormatBuilder.java | 113 +++++++++ .../flinkx/pgwal/reader/PgWalReader.java | 88 +++++++ flinkx-pgwal/pom.xml | 29 +++ pom.xml | 71 +++--- 10 files changed, 935 insertions(+), 34 deletions(-) create mode 100644 flinkx-pgwal/flinkx-pgwal-core/pom.xml create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgRelicationSlot.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalConfigKeys.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/pom.xml create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgWalReader.java create mode 100644 flinkx-pgwal/pom.xml diff --git a/flinkx-pgwal/flinkx-pgwal-core/pom.xml b/flinkx-pgwal/flinkx-pgwal-core/pom.xml new file mode 100644 index 0000000000..a8c6798938 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/pom.xml @@ -0,0 +1,22 @@ + + + + flinkx-pgwal + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-pgwal-core + + + + org.postgresql + postgresql + 42.2.8 + + + + \ No newline at end of file diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgRelicationSlot.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgRelicationSlot.java new file mode 100644 index 0000000000..f002f50d6d --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgRelicationSlot.java @@ -0,0 +1,161 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgRelicationSlot { + private String slotName; + private String plugin; + private String slotType; + private Integer datoid; + private String database; + private String temporary; + private String active; + private Integer activePid; + private String xmin; + private String catalogXmin; + private String restartLsn; + private String confirmedFlushLsn; + + public boolean isActive(){ + return "t".equalsIgnoreCase(active); + } + + public boolean isNotActive(){ + return !isActive(); + } + + public String getSlotName() { + return slotName; + } + + public void setSlotName(String slotName) { + this.slotName = slotName; + } + + public String getPlugin() { + return plugin; + } + + public void setPlugin(String plugin) { + this.plugin = plugin; + } + + public String getSlotType() { + return slotType; + } + + public void setSlotType(String slotType) { + this.slotType = slotType; + } + + public Integer getDatoid() { + return datoid; + } + + public void setDatoid(Integer datoid) { + this.datoid = datoid; + } + + public String getDatabase() { + return database; + } + + public void setDatabase(String database) { + this.database = database; + } + + public String getTemporary() { + return temporary; + } + + public void setTemporary(String temporary) { + this.temporary = temporary; + } + + public String getActive() { + return active; + } + + public void setActive(String active) { + this.active = active; + } + + public Integer getActivePid() { + return activePid; + } + + public void setActivePid(Integer activePid) { + this.activePid = activePid; + } + + public String getXmin() { + return xmin; + } + + public void setXmin(String xmin) { + this.xmin = xmin; + } + + public String getCatalogXmin() { + return catalogXmin; + } + + public void setCatalogXmin(String catalogXmin) { + this.catalogXmin = catalogXmin; + } + + public String getRestartLsn() { + return restartLsn; + } + + public void setRestartLsn(String restartLsn) { + this.restartLsn = restartLsn; + } + + public String getConfirmedFlushLsn() { + return confirmedFlushLsn; + } + + public void setConfirmedFlushLsn(String confirmedFlushLsn) { + this.confirmedFlushLsn = confirmedFlushLsn; + } + + @Override + public String toString() { + return "PgRelicationSlots{" + + "slotName='" + slotName + '\'' + + ", plugin='" + plugin + '\'' + + ", slotType='" + slotType + '\'' + + ", datoid=" + datoid + + ", database='" + database + '\'' + + ", temporary='" + temporary + '\'' + + ", active='" + active + '\'' + + ", activePid='" + activePid + '\'' + + ", xmin='" + xmin + '\'' + + ", catalogXmin='" + catalogXmin + '\'' + + ", restartLsn='" + restartLsn + '\'' + + ", conFirmedFlushLsn='" + confirmedFlushLsn + '\'' + + '}'; + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalConfigKeys.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalConfigKeys.java new file mode 100644 index 0000000000..c0d3f0a03f --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalConfigKeys.java @@ -0,0 +1,51 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalConfigKeys { + public static final String KEY_USER_NAME = "username"; + + public static final String KEY_PASSWORD = "password"; + + public static final String KEY_URL = "url"; + + public final static String KEY_DATABASE_NAME = "databaseName"; + + public final static String KEY_CATALOG = "cat"; + + public final static String KEY_PAVING_DATA = "pavingData"; + + public final static String KEY_TABLE_LIST = "tableList"; + + public final static String KEY_STATUS_INTERVAL = "statusInterval"; + + public final static String KEY_LSN = "lsn"; + + public final static String KEY_SLOT_NAME = "slotName"; + + public final static String KEY_ALLOW_CREATE_SLOT = "allowCreateSlot"; + + public final static String KEY_TEMPORARY = "temporary"; +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java new file mode 100644 index 0000000000..eaafefd8b5 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java @@ -0,0 +1,229 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +import akka.stream.impl.FlowNames; +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.TelnetUtil; +import org.postgresql.PGProperty; +import org.postgresql.core.ServerVersion; +import org.postgresql.jdbc.PgConnection; +import org.postgresql.replication.ReplicationSlotInfo; +import org.postgresql.replication.fluent.logical.ChainedLogicalCreateSlotBuilder; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.sql.*; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Properties; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalUtil { + + private static final Logger LOG = LoggerFactory.getLogger(PgWalUtil.class); + + public static final String DRIVER = "org.postgresql.Driver"; + public static final String SLOT_PRE = "flinkx_"; + + public static final String QUERY_LEVEL = "show wal_level;"; + public static final String QUERY_MAX_SLOT = "show max_replication_slots;"; + public static final String QUERY_SLOT = "SELECT * FROM pg_replication_slots;"; + public static final String QUERY_TABLE_REPLICA_IDENTITY = "SELECT relreplident FROM pg_catalog.pg_class c LEFT JOIN pg_catalog.pg_namespace n ON c.relnamespace=n.oid WHERE n.nspname='%s' and c.relname='%s';"; + public static final String UPDATE_REPLICA_IDENTITY = "ALTER TABLE %s REPLICA IDENTITY FULL;"; + + public static PgRelicationSlot checkPostgres(PgConnection conn, boolean allowCreateSlot, String slotName, List tableList) throws Exception{ + ResultSet resultSet; + PgRelicationSlot availableSlot = null; + + //1. check postgres version + // this Judge maybe not need? + if (!conn.haveMinimumServerVersion(ServerVersion.v10)){ + String version = conn.getDBVersionNumber(); + LOG.error("postgres version must > 10, current = [{}]", version); + throw new UnsupportedOperationException("postgres version must >= 10, current = " + version); + } + + //2. check postgres wal_level + resultSet = conn.execSQLQuery(QUERY_LEVEL); + resultSet.next(); + String wal_level = resultSet.getString(1); + if(!"logical".equalsIgnoreCase(wal_level)){ + LOG.error("postgres wal_level must be logical, current = [{}]", wal_level); + throw new UnsupportedOperationException("postgres wal_level must be logical, current = " + wal_level); + } + + //3.check postgres slot + resultSet = conn.execSQLQuery(QUERY_MAX_SLOT); + resultSet.next(); + int maxSlot = resultSet.getInt(1); + int slotCount = 0; + resultSet = conn.execSQLQuery(QUERY_SLOT); + while(resultSet.next()){ + PgRelicationSlot slot = new PgRelicationSlot(); + String name = resultSet.getString(1); + slot.setSlotName(name); + slot.setPlugin(resultSet.getString(2)); + slot.setSlotType(resultSet.getString(3)); + slot.setDatoid(resultSet.getInt(4)); + slot.setDatabase(resultSet.getString(5)); + slot.setTemporary(resultSet.getString(6)); + slot.setActive(resultSet.getString(7)); + slot.setActivePid(resultSet.getInt(8)); + slot.setXmin(resultSet.getString(9)); + slot.setRestartLsn(resultSet.getString(10)); + slot.setConfirmedFlushLsn(resultSet.getString(11)); + + if(name.equalsIgnoreCase(slotName) && slot.isNotActive()){ + availableSlot = slot; + break; + } + slotCount++; + } + + if(availableSlot == null){ + if(!allowCreateSlot){ + String msg = String.format("there is no available slot named [%s], please check whether slotName[%s] is correct, or set allowCreateSlot = true", slotName, slotName); + LOG.error(msg); + throw new UnsupportedOperationException(msg); + }else if(slotCount >= maxSlot){ + LOG.error("the number of slot reaches max_replication_slots[{}], please turn up max_replication_slots or remove unused slot", maxSlot); + throw new UnsupportedOperationException("the number of slot reaches max_replication_slots[" + maxSlot + "], please turn up max_replication_slots or remove unused slot"); + } + } + + //4.check table replica identity + for (String table : tableList) { + //schema.tableName + String[] tables = table.split("."); + resultSet = conn.execSQLQuery(String.format(QUERY_TABLE_REPLICA_IDENTITY, tables[0], tables[1])); + resultSet.next(); + String identity = parseReplicaIdentity(resultSet.getString(1)); + if(!"full".equals(identity)){ + LOG.warn("update {} replica identity, set {} to full", table, identity); + conn.createStatement().execute(String.format(UPDATE_REPLICA_IDENTITY, table)); + } + } + + return availableSlot; + } + + public static PgRelicationSlot createSlot(PgConnection conn, String slotName, boolean temporary) throws SQLException{ + PgRelicationSlot slot = new PgRelicationSlot(); + ChainedLogicalCreateSlotBuilder builder = conn.getReplicationAPI() + .createReplicationSlot() + .logical() + .withSlotName(slotName) + .withOutputPlugin("pgoutput"); + if(temporary){ + builder.withTemporaryOption(); + } + ReplicationSlotInfo replicationSlotInfo = builder.make(); + return slot; + } + + public static String parseReplicaIdentity(String s) { + switch (s) { + case "n": + return "nothing"; + case "d": + return "default"; + case "i" : + return "index"; + case "f" : + return "full"; + default: + return "unknown"; + } + } + + /** + * 获取jdbc连接(超时10S) + * @param url url + * @param username 账号 + * @param password 密码 + * @return + * @throws SQLException + */ + public static PgConnection getConnection(String url, String username, String password) throws SQLException { + Connection dbConn; + ClassUtil.forName(PgWalUtil.DRIVER, PgWalUtil.class.getClassLoader()); + Properties props = new Properties(); + PGProperty.USER.set(props, username); + PGProperty.PASSWORD.set(props, password); + PGProperty.REPLICATION.set(props, "database"); + PGProperty.PREFER_QUERY_MODE.set(props, "simple"); + //postgres version must > 10 + PGProperty.ASSUME_MIN_SERVER_VERSION.set(props, "10"); + synchronized (ClassUtil.lock_str) { + DriverManager.setLoginTimeout(10); + + // telnet + TelnetUtil.telnet(url); + dbConn = DriverManager.getConnection(url, props); + } + + return dbConn.unwrap(PgConnection.class); + } + + /** + * 关闭连接资源 + * + * @param rs ResultSet + * @param stmt Statement + * @param conn Connection + * @param commit + */ + public static void closeDBResources(ResultSet rs, Statement stmt, Connection conn, boolean commit) { + if (null != rs) { + try { + rs.close(); + } catch (SQLException e) { + LOG.warn("Close resultSet error: {}", ExceptionUtil.getErrorMessage(e)); + } + } + + if (null != stmt) { + try { + stmt.close(); + } catch (SQLException e) { + LOG.warn("Close statement error:{}", ExceptionUtil.getErrorMessage(e)); + } + } + + if (null != conn) { + try { + if (commit && !conn.isClosed()) { + conn.commit(); + } + + conn.close(); + } catch (SQLException e) { + LOG.warn("Close connection error:{}", ExceptionUtil.getErrorMessage(e)); + } + } + } + +} diff --git a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml new file mode 100644 index 0000000000..d2630bba2c --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml @@ -0,0 +1,69 @@ + + + + flinkx-pgwal + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-pgwal-reader + + + + com.dtstack.flinkx + flinkx-pgwal-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java new file mode 100644 index 0000000000..a6649b91cc --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java @@ -0,0 +1,136 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.format; + +import com.dtstack.flinkx.inputformat.RichInputFormat; +import com.dtstack.flinkx.pgwal.PgRelicationSlot; +import com.dtstack.flinkx.pgwal.PgWalUtil; +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; +import org.postgresql.PGConnection; +import org.postgresql.PGProperty; +import org.postgresql.jdbc.PgConnection; + +import java.io.IOException; +import java.sql.Connection; +import java.util.List; +import java.util.Map; +import java.util.Properties; +import java.util.concurrent.BlockingQueue; +import java.util.concurrent.ExecutorService; +import java.util.concurrent.Executors; +import java.util.concurrent.SynchronousQueue; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalInputFormat extends RichInputFormat { + protected String username; + protected String password; + protected String url; + protected String databaseName; + protected boolean pavingData = false; + protected List tableList; + protected String cat; + protected Integer statusInterval; + protected String lsn; + protected String slotName; + protected boolean allowCreateSlot; + protected boolean temporary; + + private PgConnection conn; + + private transient BlockingQueue> queue; + private transient ExecutorService executor; + private volatile boolean running = false; + + @Override + public void configure(Configuration parameters) { + executor = Executors.newFixedThreadPool(1); + queue = new SynchronousQueue<>(true); + } + + @Override + protected void openInternal(InputSplit inputSplit) throws IOException { + if (inputSplit.getSplitNumber() != 0) { + LOG.info("PgWalInputFormat openInternal split number:{} abort...", inputSplit.getSplitNumber()); + return; + } + LOG.info("PgWalInputFormat openInternal split number:{} start...", inputSplit.getSplitNumber()); + try { + conn = PgWalUtil.getConnection(url, username, password); + conn.setAutoCommit(false); + if(StringUtils.isBlank(slotName)){ + slotName = PgWalUtil.SLOT_PRE + jobId; + } + PgRelicationSlot availableSlot = PgWalUtil.checkPostgres(conn, allowCreateSlot, slotName, tableList); + + }catch (Exception e){ + LOG.error("PgWalInputFormat open() failed, e = {}", ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException("PgWalInputFormat open() failed, e = " + ExceptionUtil.getErrorMessage(e)); + } + LOG.info("PgWalInputFormat[{}]open: end", jobName); + + } + + @Override + protected Row nextRecordInternal(Row row) throws IOException { + try { + Map map = queue.take(); + if(map.size() == 1){ + throw new IOException((String) map.get("e")); + }else{ + row = Row.of(map); + } + } catch (InterruptedException e) { + LOG.error("takeEvent interrupted error:{}", ExceptionUtil.getErrorMessage(e)); + } + return row; + + } + + @Override + protected void closeInternal() throws IOException { + if (running) { + executor.shutdownNow(); + running = false; + LOG.warn("shutdown SqlServerCdcListener......"); + } + + } + + + + @Override + public InputSplit[] createInputSplits(int minNumSplits) throws IOException { + return new InputSplit[0]; + } + + @Override + public boolean reachedEnd() throws IOException { + return false; + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java new file mode 100644 index 0000000000..2a0ab5efc3 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java @@ -0,0 +1,113 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with format work for additional information + * regarding copyright ownership. The ASF licenses format file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use format file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.format; + +import com.dtstack.flinkx.inputformat.RichInputFormatBuilder; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.StringUtils; + +import java.util.List; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalInputFormatBuilder extends RichInputFormatBuilder { + + protected PgWalInputFormat format; + + public PgWalInputFormatBuilder() { + super.format = this.format = new PgWalInputFormat(); + } + + public void setUsername(String username) { + format.username = username; + } + + public void setPassword(String password) { + format.password = password; + } + + public void setUrl(String url) { + format.url = url; + } + + public void setDatabaseName(String databaseName) { + format.databaseName = databaseName; + } + + public void setPavingData(boolean pavingData) { + format.pavingData = pavingData; + } + + public void setTableList(List tableList) { + format.tableList = tableList; + } + + public void setCat(String cat) { + format.cat = cat; + } + + public void setStatusInterval(Integer statusInterval) { + format.statusInterval = statusInterval; + } + + public void setLsn(String lsn) { + format.lsn = lsn; + } + + public void setAllowCreateSlot(Boolean allowCreateSlot) { + format.allowCreateSlot = allowCreateSlot; + } + + public void setSlotName(String slotName) { + format.slotName = slotName; + } + + public void setTemporary(Boolean temporary) { + format.temporary = temporary; + } + + @Override + protected void checkFormat() { + if (StringUtils.isBlank(format.username)) { + throw new IllegalArgumentException("No username supplied"); + } + if (StringUtils.isBlank(format.password)) { + throw new IllegalArgumentException("No password supplied"); + } + if (StringUtils.isBlank(format.url)) { + throw new IllegalArgumentException("No url supplied"); + } + if (StringUtils.isBlank(format.databaseName)) { + throw new IllegalArgumentException("No databaseName supplied"); + } + if (CollectionUtils.isEmpty(format.tableList)) { + throw new IllegalArgumentException("No tableList supplied"); + } + if (StringUtils.isBlank(format.cat)) { + throw new IllegalArgumentException("No cat supplied"); + } + if(!format.allowCreateSlot && StringUtils.isBlank(format.slotName)){ + throw new IllegalArgumentException("slotName can not be null if allowCreateSlot is false"); + } + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgWalReader.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgWalReader.java new file mode 100644 index 0000000000..c1d22d3f29 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgWalReader.java @@ -0,0 +1,88 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.pgwal.PgWalConfigKeys; +import com.dtstack.flinkx.pgwal.format.PgWalInputFormatBuilder; +import com.dtstack.flinkx.reader.DataReader; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +import java.util.List; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalReader extends DataReader { + private String username; + private String password; + private String url; + private String databaseName; + private String cat; + private boolean pavingData; + private List tableList; + private Integer statusInterval; + private String lsn; + private String slotName; + private boolean allowCreateSlot; + private boolean temporary; + + @SuppressWarnings("unchecked") + protected PgWalReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + username = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_USER_NAME); + password = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_PASSWORD); + url = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_URL); + databaseName = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_DATABASE_NAME); + cat = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_CATALOG); + pavingData = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_PAVING_DATA, false); + tableList = (List) readerConfig.getParameter().getVal(PgWalConfigKeys.KEY_TABLE_LIST); + statusInterval = readerConfig.getIntVal(PgWalConfigKeys.KEY_STATUS_INTERVAL, 10000); + lsn = readerConfig.getStringVal(PgWalConfigKeys.KEY_LSN); + slotName = readerConfig.getStringVal(PgWalConfigKeys.KEY_SLOT_NAME); + allowCreateSlot = readerConfig.getBooleanVal(PgWalConfigKeys.KEY_ALLOW_CREATE_SLOT, true); + temporary = readerConfig.getBooleanVal(PgWalConfigKeys.KEY_TEMPORARY, true); + } + + @Override + public DataStream readData() { + PgWalInputFormatBuilder builder = new PgWalInputFormatBuilder(); + builder.setUsername(username); + builder.setPassword(password); + builder.setUrl(url); + builder.setDatabaseName(databaseName); + builder.setCat(cat); + builder.setPavingData(pavingData); + builder.setTableList(tableList); + builder.setRestoreConfig(restoreConfig); + builder.setStatusInterval(statusInterval); + builder.setLsn(lsn); + builder.setSlotName(slotName); + builder.setAllowCreateSlot(allowCreateSlot); + builder.setTemporary(temporary); + return createInput(builder.finish(), "pgwalreader"); + } +} diff --git a/flinkx-pgwal/pom.xml b/flinkx-pgwal/pom.xml new file mode 100644 index 0000000000..b701ba13ca --- /dev/null +++ b/flinkx-pgwal/pom.xml @@ -0,0 +1,29 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + pom + + flinkx-pgwal + + + flinkx-pgwal-core + flinkx-pgwal-reader + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/pom.xml b/pom.xml index 132d4056cc..df318d098c 100644 --- a/pom.xml +++ b/pom.xml @@ -11,34 +11,44 @@ flinkx-core - flinkx-rdb - flinkx-es - flinkx-ftp - flinkx-odps - flinkx-examples - flinkx-mysql - flinkx-hbase - flinkx-oracle - flinkx-sqlserver - flinkx-redis - flinkx-mongodb - flinkx-postgresql - flinkx-stream - flinkx-carbondata - flinkx-hdfs - flinkx-hive - flinkx-db2 - flinkx-test - flinkx-gbase - flinkx-binlog - flinkx-kafka09 - flinkx-kafka10 - flinkx-kafka11 - flinkx-kafka - flinkx-kudu + flinkx-launcher - flinkx-clickhouse - flinkx-polardb + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + flinkx-pgwal + + @@ -65,13 +75,6 @@ provided - - org.apache.hadoop - hadoop-hdfs - ${hadoop.version} - provided - - org.apache.hadoop hadoop-yarn-common From 576cafec9fb09e53221f44fc6fb6f3bc9afd8a46 Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 16 Dec 2019 16:41:54 +0800 Subject: [PATCH 004/136] =?UTF-8?q?=E6=96=B0=E5=A2=9EpgWal=E5=AE=9E?= =?UTF-8?q?=E6=97=B6=E9=87=87=E9=9B=86=E6=8F=92=E4=BB=B6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/options/Options.java | 35 ++- flinkx-examples/examples/pgwal_to_stream.json | 42 +++ flinkx-launcher/pom.xml | 43 ++- .../com/dtstack/flinkx/launcher/Launcher.java | 24 +- .../perJob/PerJobClusterClientBuilder.java | 54 ++-- .../launcher/perJob/PerJobSubmitter.java | 4 +- .../com/dtstack/flinkx/pgwal/PgDecoder.java | 275 ++++++++++++++++++ .../flinkx/pgwal/PgMessageTypeEnum.java | 51 ++++ .../com/dtstack/flinkx/pgwal/PgWalUtil.java | 63 ++-- .../java/com/dtstack/flinkx/pgwal/Table.java | 124 ++++++++ .../flinkx/pgwal/format/PgWalInputFormat.java | 87 +++++- .../pgwal/format/PgWalInputFormatBuilder.java | 2 +- .../flinkx/pgwal/listener/PgWalListener.java | 148 ++++++++++ .../flinkx/pgwal/reader/PgwalReader.java | 88 ++++++ flinkx-test/pom.xml | 6 + .../com/dtstack/flinkx/test/LocalTest.java | 4 +- .../flinkx/test/PluginNameConstrant.java | 1 + pom.xml | 58 ++-- 18 files changed, 995 insertions(+), 114 deletions(-) create mode 100644 flinkx-examples/examples/pgwal_to_stream.json create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgDecoder.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgMessageTypeEnum.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/Table.java create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/listener/PgWalListener.java create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index a2b5ae2786..671c69977c 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -6,9 +6,9 @@ * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at - * + *

* http://www.apache.org/licenses/LICENSE-2.0 - * + *

* Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. @@ -28,22 +28,22 @@ */ public class Options { - @OptionRequired(description = "Running mode") - private String mode = ClusterMode.local.name(); + @OptionRequired(description = "Running mode") + private String mode = ClusterMode.local.name(); - @OptionRequired(required = true,description = "Job config") - private String job; + @OptionRequired(required = true, description = "Job config") + private String job; - @OptionRequired(description = "Monitor Addresses") - private String monitor; + @OptionRequired(description = "Monitor Addresses") + private String monitor; - @OptionRequired(description = "Job unique id") - private String jobid = "Flink Job"; + @OptionRequired(description = "Job unique id") + private String jobid = "Flink Job"; @OptionRequired(description = "Flink configuration directory") private String flinkconf; - @OptionRequired(required = true,description = "env properties") + @OptionRequired(required = true, description = "env properties") private String pluginRoot; @OptionRequired(description = "Yarn and Hadoop configuration directory") @@ -70,6 +70,9 @@ public class Options { @OptionRequired(description = "savepoint path") private String s; + @OptionRequired(description = "plugin load mode, by classpath or shipfile") + private String pluginLoadMode = "classpath"; + public String getS() { return s; } @@ -173,4 +176,12 @@ public String getFlinkLibJar() { public void setFlinkLibJar(String flinkLibJar) { this.flinkLibJar = flinkLibJar; } + + public String getPluginLoadMode() { + return pluginLoadMode; + } + + public void setPluginLoadMode(String pluginLoadMode) { + this.pluginLoadMode = pluginLoadMode; + } } diff --git a/flinkx-examples/examples/pgwal_to_stream.json b/flinkx-examples/examples/pgwal_to_stream.json new file mode 100644 index 0000000000..86924263e5 --- /dev/null +++ b/flinkx-examples/examples/pgwal_to_stream.json @@ -0,0 +1,42 @@ +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "username" : "postgres", + "password" : "abc123", + "url" : "jdbc:postgresql://172.16.8.122:5432/postgres", + "databaseName" : "postgres", + "cat" : "update,insert,delete", + "tableList" : [ + "changepk.test_table" + ], + "statusInterval" : 10000, + "lsn" : 0, + "slotName" : "", + "allowCreateSlot" : true, + "temporary" : true, + "pavingData" : true + }, + "name" : "pgwalreader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "restore" : { + "isRestore" : false, + "isStream" : true + }, + "errorLimit" : { }, + "speed" : { + "bytes" : -1048576, + "channel" : 1 + } + } + } +} \ No newline at end of file diff --git a/flinkx-launcher/pom.xml b/flinkx-launcher/pom.xml index 9c752548ab..5cb498c3e0 100644 --- a/flinkx-launcher/pom.xml +++ b/flinkx-launcher/pom.xml @@ -40,20 +40,45 @@ commons-codec 1.9 + + + + org.apache.hadoop + hadoop-hdfs + ${hadoop.version} + + org.apache.hadoop hadoop-common - 2.7.3.2.6.4.91-3 + ${hadoop.version} + + + + org.apache.hadoop + hadoop-yarn-common + ${hadoop.version} + + + + org.apache.hadoop + hadoop-yarn-client + ${hadoop.version} org.apache.hadoop hadoop-mapreduce-client-core - 2.7.3.2.6.4.91-3 + ${hadoop.version} org.apache.hadoop - hadoop-hdfs - 2.7.3.2.6.4.91-3 + hadoop-yarn-api + ${hadoop.version} + + + org.apache.avro + avro + 1.8.2 @@ -79,7 +104,7 @@ - reference.conf + reference.conf @@ -87,19 +112,19 @@ - core-site.xml + core-site.xml - yarn-default.xml + yarn-default.xml - mapred-default.xml + mapred-default.xml - mapred-site.xml + mapred-site.xml diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index acf2d38c65..46bd2d3936 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -18,6 +18,8 @@ package com.dtstack.flinkx.launcher; +import ch.qos.logback.classic.Level; +import ch.qos.logback.classic.LoggerContext; import com.dtstack.flinkx.config.ContentConfig; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.enums.ClusterMode; @@ -35,6 +37,7 @@ import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.util.Preconditions; +import org.slf4j.LoggerFactory; import java.io.File; import java.io.FileInputStream; @@ -84,6 +87,7 @@ private static List analyzeUserClasspath(String content, String pluginRoot) } public static void main(String[] args) throws Exception { + setLogLevel(Level.INFO.toString()); OptionParser optionParser = new OptionParser(args); Options launcherOptions = optionParser.getOptions(); String mode = launcherOptions.getMode(); @@ -135,17 +139,6 @@ public static void main(String[] args) throws Exception { String flinkConfDir = launcherOptions.getFlinkconf(); Configuration conf = GlobalConfiguration.loadConfiguration(flinkConfDir); JobGraph jobGraph = PackagedProgramUtils.createJobGraph(program, conf, Integer.parseInt(launcherOptions.getParallelism())); - - File[] jars = new File(launcherOptions.getFlinkLibJar()).listFiles(); - if(jars != null){ - for (File jar : jars) { - URL url = jar.toURI().toURL(); - if(!url.toString().contains("flink-dist")){ - jobGraph.addJar(new Path(url.toString())); - } - } - } - PerJobSubmitter.submit(launcherOptions, jobGraph); } } @@ -186,4 +179,11 @@ private static String readJob(String job) { throw new RuntimeException(e); } } + + private static void setLogLevel(String level){ + LoggerContext loggerContext= (LoggerContext) LoggerFactory.getILoggerFactory(); + //设置全局日志级别 + ch.qos.logback.classic.Logger logger=loggerContext.getLogger("root"); + logger.setLevel(Level.toLevel(level)); + } } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java index 3eb4be9f73..8f607d497b 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -6,9 +6,9 @@ * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at - * + *

* http://www.apache.org/licenses/LICENSE-2.0 - * + *

* Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. @@ -18,9 +18,12 @@ package com.dtstack.flinkx.launcher.perJob; import com.dtstack.flinkx.launcher.YarnConfLoader; +import com.dtstack.flinkx.options.Options; import com.google.common.base.Strings; import org.apache.commons.lang.StringUtils; +import org.apache.flink.api.common.cache.DistributedCache; import org.apache.flink.configuration.Configuration; +import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.yarn.AbstractYarnClusterDescriptor; import org.apache.flink.yarn.YarnClusterDescriptor; import org.apache.hadoop.fs.Path; @@ -32,7 +35,7 @@ import java.io.File; import java.net.MalformedURLException; import java.net.URL; -import java.util.Properties; +import java.util.*; /** * Date: 2019/09/11 @@ -49,7 +52,7 @@ public class PerJobClusterClientBuilder { * init yarnClient * @param yarnConfDir the path of yarnconf */ - public void init(String yarnConfDir){ + public void init(String yarnConfDir) { if (Strings.isNullOrEmpty(yarnConfDir)) { throw new RuntimeException("param:[yarnconf] is required !"); } @@ -62,38 +65,49 @@ public void init(String yarnConfDir){ /** * create a yarn cluster descriptor which is used to start the application master - * @param confProp taskParams - * @param flinkJarPath the path of flink jar lib - * @param queue queue name + * @param confProp taskParams + * @param options LauncherOptions + * @param jobGraph JobGraph * @return * @throws MalformedURLException */ - public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, String flinkJarPath, String queue) throws MalformedURLException { - if(StringUtils.isNotBlank(flinkJarPath)){ - if(!new File(flinkJarPath).exists()){ + public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, Options options, JobGraph jobGraph) throws MalformedURLException { + String flinkJarPath = options.getFlinkLibJar(); + if (StringUtils.isNotBlank(flinkJarPath)) { + if (!new File(flinkJarPath).exists()) { throw new IllegalArgumentException("The Flink jar path is not exist"); } - }else{ + } else { throw new IllegalArgumentException("The Flink jar path is null"); } Configuration conf = new Configuration(); confProp.forEach((key, value) -> conf.setString(key.toString(), value.toString())); - AbstractYarnClusterDescriptor descriptor = new YarnClusterDescriptor(conf, yarnConf, ".", yarnClient, false); + AbstractYarnClusterDescriptor descriptor = new YarnClusterDescriptor(conf, yarnConf, options.getFlinkconf(), yarnClient, false); + List shipFiles = new ArrayList<>(); File[] jars = new File(flinkJarPath).listFiles(); - if(jars != null){ + if (jars != null) { for (File jar : jars) { - URL url = jar.toURI().toURL(); - if(url.toString().contains("flink-dist")){ - descriptor.setLocalJarPath(new Path(url.toString())); - break; + if (jar.toURI().toURL().toString().contains("flink-dist")) { + descriptor.setLocalJarPath(new Path(jar.toURI().toURL().toString())); + } else { + shipFiles.add(jar); + } + } + } + if (StringUtils.equalsIgnoreCase(options.getPluginLoadMode(), "shipfile")) { + Map jobCacheFileConfig = jobGraph.getUserArtifacts(); + for(Map.Entry tmp : jobCacheFileConfig.entrySet()){ + if(tmp.getKey().startsWith("class_path")){ + shipFiles.add(new File(tmp.getValue().filePath)); } } } - if(StringUtils.isNotBlank(queue)){ - descriptor.setQueue(queue); + if (StringUtils.isNotBlank(options.getQueue())) { + descriptor.setQueue(options.getQueue()); } + descriptor.addShipFiles(shipFiles); return descriptor; } } \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java index 7696cbb27b..8bc3e78c13 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -52,7 +52,7 @@ public static String submit(Options options, JobGraph jobGraph) throws Exception PerJobClusterClientBuilder perJobClusterClientBuilder = new PerJobClusterClientBuilder(); perJobClusterClientBuilder.init(options.getYarnconf()); - AbstractYarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, options.getFlinkLibJar(), options.getQueue()); + AbstractYarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, options, jobGraph); ClusterClient clusterClient = descriptor.deployJobCluster(clusterSpecification, jobGraph, true); String applicationId = clusterClient.getClusterId().toString(); String flinkJobId = jobGraph.getJobID().toString(); diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgDecoder.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgDecoder.java new file mode 100644 index 0000000000..13d895196b --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgDecoder.java @@ -0,0 +1,275 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +import com.dtstack.flinkx.reader.MetaColumn; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.nio.ByteBuffer; +import java.sql.SQLException; +import java.time.Instant; +import java.time.LocalDate; +import java.time.ZoneOffset; +import java.time.temporal.ChronoUnit; +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * Date: 2019/12/14 + * Company: www.dtstack.com + * + * reference to https://github.com/debezium/debezium & http://www.postgres.cn/docs/10/protocol-logicalrep-message-formats.html + * + * @author tudou + */ +public class PgDecoder { + private static final Logger LOG = LoggerFactory.getLogger(PgDecoder.class); + + private static Instant PG_EPOCH = LocalDate.of(2000, 1, 1).atStartOfDay().toInstant(ZoneOffset.UTC); + + private Map tableMap = new HashMap<>(64); + private Map pgTypeMap; + private volatile long currentLsn; + private volatile long ts; + + public PgDecoder(Map pgTypeMap) { + this.pgTypeMap = pgTypeMap; + } + + public Table decode(ByteBuffer buffer) throws SQLException { + Table table = new Table(); + PgMessageTypeEnum type = PgMessageTypeEnum.forType((char) buffer.get()); + switch (type) { + case BEGIN: + //Byte1('B') 将消息标识为开始消息 + handleBeginMessage(buffer); + break; + case COMMIT: + //Byte1('C') 将消息标识为提交消息 + handleCommitMessage(buffer); + break; + case RELATION: + //Byte1('R') 将消息标识为关系消息 + handleRelationMessage(buffer); + break; + case INSERT: + //Byte1('I') 将消息标识为插入消息 + table = decodeInsert(buffer); + break; + case UPDATE: + //Byte1('U') 将消息标识为更新消息 + table = decodeUpdate(buffer); + break; + case DELETE: + //Byte1('D') 将消息标识为删除消息 + table = decodeDelete(buffer); + break; + default: + break; + } + table.setType(type); + return table; + } + + private void handleBeginMessage(ByteBuffer buffer) { + //Int64 事务的结束LSN + long lsn = buffer.getLong(); + //Int64 提交事务的时间戳。自PostgreSQL纪元（2000-01-01）以来的数值是微秒数 + Instant plus = PG_EPOCH.plus(buffer.getLong(), ChronoUnit.MICROS); + //Int32 事务的Xid + int anInt = buffer.getInt(); + currentLsn = lsn; + ts = plus.toEpochMilli(); + LOG.trace("handleBeginMessage result = { lsn = {}, plus = {}, anInt = {}}", lsn, plus, anInt); + } + + private void handleCommitMessage(ByteBuffer buffer) { + if(LOG.isTraceEnabled()){ + //Int8 标志；目前未使用（必须为0） + int flags = buffer.get(); + //Int64 提交的LSN + long lsn = buffer.getLong(); + //Int64 事务的结束LSN + long endLsn = buffer.getLong(); + //Int64 提交事务的时间戳。自PostgreSQL纪元（2000-01-01）以来的数值是微秒数 + Instant commitTimestamp = PG_EPOCH.plus(buffer.getLong(), ChronoUnit.MICROS); + LOG.trace("handleCommitMessage result = { flags = {}, lsn = {}, endLsn = {}, commitTimestamp = {}}", flags, lsn, endLsn, commitTimestamp); + } + } + + private void handleRelationMessage(ByteBuffer buffer) throws SQLException { + //Int32 关系的ID + int relationId = buffer.getInt(); + //String 命名空间（pg_catalog的空字符串） + String schemaName = readString(buffer); + //String 关系名称 + String tableName = readString(buffer); + //Int8 该关系的副本标识设置（与pg_class 中的relreplident相同） + int replicaIdentityId = buffer.get(); + //Int16 列数 + short columnCount = buffer.getShort(); + LOG.debug("handleRelationMessage result = { schemaName = {}, tableName = {}}", schemaName, tableName); + if(!tableMap.containsKey(relationId)){ + List columnList = new ArrayList<>(columnCount); + for (int i = 0; i < columnCount; i++) { + //Int8 列的标志。当前可以是0表示没有标记或1表示将列标记为关键字的一部分 + byte flags = buffer.get(); + //String 列的名称 + String name = unquoteIdentifierPart(readString(buffer)); + //Int32 列的数据类型的ID + String type = pgTypeMap.get(buffer.getInt()); + MetaColumn metaColumn = new MetaColumn(); + metaColumn.setIndex(i); + metaColumn.setName(name); + metaColumn.setType(type); + columnList.add(metaColumn); + //Int32 列的类型修饰符(atttypmod) + int attypmod = buffer.getInt(); + } + Table table = new Table(schemaName, tableName, columnList); + tableMap.put(relationId, table); + } + } + + private Table decodeInsert(ByteBuffer buffer) { + //Int32 与关系消息中的ID对应的关系的ID + int relationId = buffer.getInt(); + //Byte1('N') 将以下TupleData消息标识为新元组 + char tupleType = (char) buffer.get(); + //TupleData TupleData消息部分表示新元组的内容 + Object[] newData = resolveColumnsFromStreamTupleData(buffer); + Table table = tableMap.get(relationId); + table.setOldData(new Object[newData.length]); + table.setNewData(newData); + table.setCurrentLsn(currentLsn); + table.setTs(ts); + return table; + } + + private Table decodeUpdate(ByteBuffer buffer) throws SQLException { + //Int32 与关系消息中的ID对应的关系的ID + int relationId = buffer.getInt(); + Table table = tableMap.get(relationId); + //Byte1('K') 将以下TupleData子消息标识为键。该字段是可选的， 并且只有在更新改变了REPLICA IDENTITY索引一部分的任何一列中的数据时才存在 + //Byte1('O') 将以下TupleData子消息标识为旧元组。此字段是可选的， 并且仅当发生更新的表的REPLICA IDENTITY设置为FULL时才存在 + //更新消息可以包含'K'消息部分或者'O'消息部分或者都不包含它们，但不同时包括它们两者 + char tupleType = (char) buffer.get(); + if ('O' == tupleType || 'K' == tupleType) { + //TupleData TupleData消息部分表示旧元组或主键的内容。 只有在前面的'O'或'K'部分存在时才存在 + Object[] oldData = resolveColumnsFromStreamTupleData(buffer); + table.setOldData(oldData); + // Read the 'N' tuple type + // This is necessary so the stream position is accurate for resolving the column tuple data + //Byte1('N') 将以下TupleData消息标识为新元组 + tupleType = (char) buffer.get(); + } + //TupleData TupleData消息部分表示新元组的内容 + Object[] newData = resolveColumnsFromStreamTupleData(buffer); + table.setNewData(newData); + table.setCurrentLsn(currentLsn); + table.setTs(ts); + return table; + } + + private Table decodeDelete(ByteBuffer buffer) throws SQLException { + //Int32 与关系消息中的ID对应的关系的ID + int relationId = buffer.getInt(); + Table table = tableMap.get(relationId); + //Byte1('K') 将以下TupleData子消息标识为键。 如果发生删除的表使用索引作为REPLICA IDENTITY，则此字段存在 + //Byte1('O') 将以下TupleData消息标识为旧元组。 如果发生删除的表的REPLICA IDENTITY设置为FULL，则此字段存在 + //删除消息可能包含'K'消息部分或'O'消息部分，但不会同时包含这两个部分 + char tupleType = (char) buffer.get(); + //TupleData TupleData消息部分，表示旧元组或主键的内容，具体取决于前一个字段 + Object[] oldData = resolveColumnsFromStreamTupleData(buffer); + table.setOldData(oldData); + table.setNewData(new Object[oldData.length]); + table.setCurrentLsn(currentLsn); + table.setTs(ts); + return table; + } + + + private Object[] resolveColumnsFromStreamTupleData(ByteBuffer buffer) { + //Int16 列数 + short numberOfColumns = buffer.getShort(); + Object[] data = new Object[numberOfColumns]; + for (int i = 0; i < numberOfColumns; i++) { + + //Byte1('n') 将数据标识为NULL值 + //Byte1('u') 识别未更改的TOASTed值（实际值未发送） + //Byte1('t') 将数据标识为文本格式的值 + char type = (char) buffer.get(); + if (type == 't') { + data[i] = readColumnValueAsString(buffer); + } else if (type == 'u') { + data[i] = null; + } else if (type == 'n') { + data[i] = null; + } + } + return data; + } + + private static String readColumnValueAsString(ByteBuffer buffer) { + //Int32 列值的长度 + int length = buffer.getInt(); + byte[] value = new byte[length]; + //Byte(n) 该列的值，以文本格式显示。n是上面的长度 + buffer.get(value, 0, length); + return new String(value); + } + + private static String readString(ByteBuffer buffer) { + StringBuilder sb = new StringBuilder(); + byte b = 0; + while ((b = buffer.get()) != 0) { + sb.append((char) b); + } + return sb.toString(); + } + + public static String unquoteIdentifierPart(String identifierPart) { + if (identifierPart == null || identifierPart.length() < 2) { + return identifierPart; + } + + Character quotingChar = deriveQuotingChar(identifierPart); + if (quotingChar != null) { + identifierPart = identifierPart.substring(1, identifierPart.length() - 1); + identifierPart = identifierPart.replace(quotingChar.toString() + quotingChar.toString(), quotingChar.toString()); + } + + return identifierPart; + } + + private static Character deriveQuotingChar(String identifierPart) { + char first = identifierPart.charAt(0); + char last = identifierPart.charAt(identifierPart.length() - 1); + + if (first == last && (first == '"' || first == '\'' || first == '`')) { + return first; + } + + return null; + } + + +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgMessageTypeEnum.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgMessageTypeEnum.java new file mode 100644 index 0000000000..c12a614149 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgMessageTypeEnum.java @@ -0,0 +1,51 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +/** + * Date: 2019/12/14 + * Company: www.dtstack.com + * + * reference to https://github.com/debezium/debezium & http://www.postgres.cn/docs/10/protocol-logicalrep-message-formats.html + * + * @author tudou + */ +public enum PgMessageTypeEnum { + RELATION, + BEGIN, + COMMIT, + INSERT, + UPDATE, + DELETE, + TYPE, + ORIGIN; + + public static PgMessageTypeEnum forType(char type) { + switch (type) { + case 'R': return RELATION; + case 'B': return BEGIN; + case 'C': return COMMIT; + case 'I': return INSERT; + case 'U': return UPDATE; + case 'D': return DELETE; + case 'Y': return TYPE; + case 'O': return ORIGIN; + default: throw new IllegalArgumentException("Unsupported message type: " + type); + } + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java index eaafefd8b5..4dfb415795 100644 --- a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java @@ -17,7 +17,6 @@ */ package com.dtstack.flinkx.pgwal; -import akka.stream.impl.FlowNames; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.TelnetUtil; @@ -47,12 +46,16 @@ public class PgWalUtil { public static final String DRIVER = "org.postgresql.Driver"; public static final String SLOT_PRE = "flinkx_"; + public static final String PUBLICATION_NAME = "dtstack_flinkx"; - public static final String QUERY_LEVEL = "show wal_level;"; - public static final String QUERY_MAX_SLOT = "show max_replication_slots;"; + public static final String QUERY_LEVEL = "SHOW wal_level;"; + public static final String QUERY_MAX_SLOT = "SHOW max_replication_slots;"; public static final String QUERY_SLOT = "SELECT * FROM pg_replication_slots;"; public static final String QUERY_TABLE_REPLICA_IDENTITY = "SELECT relreplident FROM pg_catalog.pg_class c LEFT JOIN pg_catalog.pg_namespace n ON c.relnamespace=n.oid WHERE n.nspname='%s' and c.relname='%s';"; public static final String UPDATE_REPLICA_IDENTITY = "ALTER TABLE %s REPLICA IDENTITY FULL;"; + public static final String QUERY_PUBLICATION = "SELECT COUNT(1) FROM pg_publication WHERE pubname = '%s';"; + public static final String CREATE_PUBLICATION = "CREATE PUBLICATION %s FOR ALL TABLES;"; + public static final String QUERY_TYPES = "SELECT t.oid AS oid, t.typname AS name FROM pg_catalog.pg_type t JOIN pg_catalog.pg_namespace n ON (t.typnamespace = n.oid) WHERE n.nspname != 'pg_toast' AND t.typcategory <> 'A';"; public static PgRelicationSlot checkPostgres(PgConnection conn, boolean allowCreateSlot, String slotName, List tableList) throws Exception{ ResultSet resultSet; @@ -83,20 +86,21 @@ public static PgRelicationSlot checkPostgres(PgConnection conn, boolean allowCre resultSet = conn.execSQLQuery(QUERY_SLOT); while(resultSet.next()){ PgRelicationSlot slot = new PgRelicationSlot(); - String name = resultSet.getString(1); + String name = resultSet.getString("slot_name"); slot.setSlotName(name); - slot.setPlugin(resultSet.getString(2)); - slot.setSlotType(resultSet.getString(3)); - slot.setDatoid(resultSet.getInt(4)); - slot.setDatabase(resultSet.getString(5)); - slot.setTemporary(resultSet.getString(6)); - slot.setActive(resultSet.getString(7)); - slot.setActivePid(resultSet.getInt(8)); - slot.setXmin(resultSet.getString(9)); - slot.setRestartLsn(resultSet.getString(10)); - slot.setConfirmedFlushLsn(resultSet.getString(11)); + slot.setActive(resultSet.getString("active")); if(name.equalsIgnoreCase(slotName) && slot.isNotActive()){ + slot.setPlugin(resultSet.getString("plugin")); + slot.setSlotType(resultSet.getString("slot_type")); + slot.setDatoid(resultSet.getInt("datoid")); + slot.setDatabase(resultSet.getString("database")); + slot.setTemporary(resultSet.getString("temporary")); + slot.setActivePid(resultSet.getInt("active_pid")); + slot.setXmin(resultSet.getString("xmin")); + slot.setCatalogXmin(resultSet.getString("catalog_xmin")); + slot.setRestartLsn(resultSet.getString("restart_lsn")); + slot.setConfirmedFlushLsn(resultSet.getString("confirmed_flush_lsn")); availableSlot = slot; break; } @@ -117,7 +121,7 @@ public static PgRelicationSlot checkPostgres(PgConnection conn, boolean allowCre //4.check table replica identity for (String table : tableList) { //schema.tableName - String[] tables = table.split("."); + String[] tables = table.split("\\."); resultSet = conn.execSQLQuery(String.format(QUERY_TABLE_REPLICA_IDENTITY, tables[0], tables[1])); resultSet.next(); String identity = parseReplicaIdentity(resultSet.getString(1)); @@ -127,11 +131,20 @@ public static PgRelicationSlot checkPostgres(PgConnection conn, boolean allowCre } } + //5.check publication + resultSet = conn.execSQLQuery(String.format(QUERY_PUBLICATION, PUBLICATION_NAME)); + resultSet.next(); + long count = resultSet.getLong(1); + if(count == 0L){ + LOG.warn("no publication named [{}] existed, flinkx will create one", PUBLICATION_NAME); + conn.createStatement().execute(String.format(CREATE_PUBLICATION, PUBLICATION_NAME)); + } + + closeDBResources(resultSet, null, null, false); return availableSlot; } public static PgRelicationSlot createSlot(PgConnection conn, String slotName, boolean temporary) throws SQLException{ - PgRelicationSlot slot = new PgRelicationSlot(); ChainedLogicalCreateSlotBuilder builder = conn.getReplicationAPI() .createReplicationSlot() .logical() @@ -141,9 +154,25 @@ public static PgRelicationSlot createSlot(PgConnection conn, String slotName, bo builder.withTemporaryOption(); } ReplicationSlotInfo replicationSlotInfo = builder.make(); + PgRelicationSlot slot = new PgRelicationSlot(); + slot.setSlotName(slotName); + slot.setConfirmedFlushLsn(replicationSlotInfo.getConsistentPoint().asString()); + slot.setPlugin(replicationSlotInfo.getOutputPlugin()); return slot; } + public static Map queryTypes(PgConnection conn) throws SQLException{ + Map map = new HashMap<>(512); + ResultSet resultSet = conn.execSQLQuery(QUERY_TYPES); + while (resultSet.next()){ + int oid = (int) resultSet.getLong("oid"); + String typeName = resultSet.getString("name"); + map.put(oid, typeName); + } + closeDBResources(resultSet, null, null, false); + return map; + } + public static String parseReplicaIdentity(String s) { switch (s) { case "n": @@ -179,7 +208,6 @@ public static PgConnection getConnection(String url, String username, String pas PGProperty.ASSUME_MIN_SERVER_VERSION.set(props, "10"); synchronized (ClassUtil.lock_str) { DriverManager.setLoginTimeout(10); - // telnet TelnetUtil.telnet(url); dbConn = DriverManager.getConnection(url, props); @@ -218,7 +246,6 @@ public static void closeDBResources(ResultSet rs, Statement stmt, Connection con if (commit && !conn.isClosed()) { conn.commit(); } - conn.close(); } catch (SQLException e) { LOG.warn("Close connection error:{}", ExceptionUtil.getErrorMessage(e)); diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/Table.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/Table.java new file mode 100644 index 0000000000..442ae67718 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/Table.java @@ -0,0 +1,124 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +import com.dtstack.flinkx.reader.MetaColumn; +import org.postgresql.replication.LogSequenceNumber; + +import java.util.List; + +/** + * Date: 2019/12/14 + * Company: www.dtstack.com + * + * @author tudou + */ +public class Table { + private String id; + private String schema; + private String table; + private List columnList; + private Object[] oldData; + private Object[] newData; + private PgMessageTypeEnum type; + + private long currentLsn; + private long ts; + + public Table(String schema, String table, List columnList) { + this.schema = schema; + this.table = table; + this.columnList = columnList; + this.id = schema + "." + table; + } + + public Table() { + } + + public String getId() { + return id; + } + + public void setId(String id) { + this.id = id; + } + + public String getSchema() { + return schema; + } + + public void setSchema(String schema) { + this.schema = schema; + } + + public String getTable() { + return table; + } + + public void setTable(String table) { + this.table = table; + } + + public List getColumnList() { + return columnList; + } + + public void setColumnList(List columnList) { + this.columnList = columnList; + } + + public Object[] getOldData() { + return oldData; + } + + public void setOldData(Object[] oldData) { + this.oldData = oldData; + } + + public Object[] getNewData() { + return newData; + } + + public void setNewData(Object[] newData) { + this.newData = newData; + } + + public PgMessageTypeEnum getType() { + return type; + } + + public void setType(PgMessageTypeEnum type) { + this.type = type; + } + + public long getCurrentLsn() { + return currentLsn; + } + + public void setCurrentLsn(long currentLsn) { + this.currentLsn = currentLsn; + } + + public long getTs() { + return ts; + } + + public void setTs(long ts) { + this.ts = ts; + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java index a6649b91cc..8555ae2d6c 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java @@ -21,21 +21,20 @@ import com.dtstack.flinkx.inputformat.RichInputFormat; import com.dtstack.flinkx.pgwal.PgRelicationSlot; import com.dtstack.flinkx.pgwal.PgWalUtil; -import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.pgwal.listener.PgWalListener; +import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.configuration.Configuration; +import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import org.postgresql.PGConnection; -import org.postgresql.PGProperty; import org.postgresql.jdbc.PgConnection; +import org.postgresql.replication.LogSequenceNumber; import java.io.IOException; -import java.sql.Connection; import java.util.List; import java.util.Map; -import java.util.Properties; import java.util.concurrent.BlockingQueue; import java.util.concurrent.ExecutorService; import java.util.concurrent.Executors; @@ -56,12 +55,13 @@ public class PgWalInputFormat extends RichInputFormat { protected List tableList; protected String cat; protected Integer statusInterval; - protected String lsn; + protected Long lsn; protected String slotName; protected boolean allowCreateSlot; protected boolean temporary; private PgConnection conn; + private volatile long startLsn; private transient BlockingQueue> queue; private transient ExecutorService executor; @@ -82,12 +82,21 @@ protected void openInternal(InputSplit inputSplit) throws IOException { LOG.info("PgWalInputFormat openInternal split number:{} start...", inputSplit.getSplitNumber()); try { conn = PgWalUtil.getConnection(url, username, password); - conn.setAutoCommit(false); if(StringUtils.isBlank(slotName)){ slotName = PgWalUtil.SLOT_PRE + jobId; } PgRelicationSlot availableSlot = PgWalUtil.checkPostgres(conn, allowCreateSlot, slotName, tableList); + if(availableSlot == null){ + PgWalUtil.createSlot(conn, slotName, temporary); + } + if(lsn != 0){ + startLsn = lsn; + }else if(formatState != null && formatState.getState() != null){ + startLsn = (long)formatState.getState(); + } + executor.submit(new PgWalListener(this)); + running = true; }catch (Exception e){ LOG.error("PgWalInputFormat open() failed, e = {}", ExceptionUtil.getErrorMessage(e)); throw new RuntimeException("PgWalInputFormat open() failed, e = " + ExceptionUtil.getErrorMessage(e)); @@ -103,6 +112,7 @@ protected Row nextRecordInternal(Row row) throws IOException { if(map.size() == 1){ throw new IOException((String) map.get("e")); }else{ + startLsn = (long) map.get("lsn"); row = Row.of(map); } } catch (InterruptedException e) { @@ -112,6 +122,20 @@ protected Row nextRecordInternal(Row row) throws IOException { } + @Override + public FormatState getFormatState() { + if (!restoreConfig.isRestore()) { + LOG.info("return null for formatState"); + return null; + } + + super.getFormatState(); + if (formatState != null) { + formatState.setState(startLsn); + } + return formatState; + } + @Override protected void closeInternal() throws IOException { if (running) { @@ -122,15 +146,58 @@ protected void closeInternal() throws IOException { } - - @Override public InputSplit[] createInputSplits(int minNumSplits) throws IOException { - return new InputSplit[0]; + InputSplit[] splits = new InputSplit[minNumSplits]; + for (int i = 0; i < minNumSplits; i++) { + splits[i] = new GenericInputSplit(i, minNumSplits); + } + return splits; } @Override public boolean reachedEnd() throws IOException { return false; } + + public void processEvent(Map event) { + try { + queue.put(event); + } catch (InterruptedException e) { + LOG.error("takeEvent interrupted event:{} error:{}", event, ExceptionUtil.getErrorMessage(e)); + } + } + + + public boolean isPavingData() { + return pavingData; + } + + public List getTableList() { + return tableList; + } + + public String getCat() { + return cat; + } + + public Integer getStatusInterval() { + return statusInterval; + } + + public String getSlotName() { + return slotName; + } + + public PgConnection getConn() { + return conn; + } + + public long getStartLsn() { + return startLsn; + } + + public boolean isRunning() { + return running; + } } diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java index 2a0ab5efc3..e062690308 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java @@ -70,7 +70,7 @@ public void setStatusInterval(Integer statusInterval) { format.statusInterval = statusInterval; } - public void setLsn(String lsn) { + public void setLsn(Long lsn) { format.lsn = lsn; } diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/listener/PgWalListener.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/listener/PgWalListener.java new file mode 100644 index 0000000000..8e5efb743f --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/listener/PgWalListener.java @@ -0,0 +1,148 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.listener; + +import com.dtstack.flinkx.pgwal.PgDecoder; +import com.dtstack.flinkx.pgwal.PgWalUtil; +import com.dtstack.flinkx.pgwal.Table; +import com.dtstack.flinkx.pgwal.format.PgWalInputFormat; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.google.gson.Gson; +import org.apache.commons.lang3.StringUtils; +import org.postgresql.jdbc.PgConnection; +import org.postgresql.replication.LogSequenceNumber; +import org.postgresql.replication.PGReplicationStream; +import org.postgresql.replication.fluent.logical.ChainedLogicalStreamBuilder; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.nio.ByteBuffer; +import java.util.*; +import java.util.concurrent.TimeUnit; + +/** + * Date: 2019/12/14 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalListener implements Runnable { + private static final Logger LOG = LoggerFactory.getLogger(PgWalListener.class); + private static Gson gson = new Gson(); + + private PgWalInputFormat format; + private PgConnection conn; + private Set tableSet; + private Set cat; + private boolean pavingData; + + private PGReplicationStream stream; + private PgDecoder decoder; + + public PgWalListener(PgWalInputFormat format) { + this.format = format; + this.conn = format.getConn(); + this.tableSet = new HashSet<>(format.getTableList()); + this.cat = new HashSet<>(); + for (String type : format.getCat().split(",")) { + cat.add(type.toLowerCase()); + } + this.pavingData = format.isPavingData(); + } + + public void init() throws Exception{ + decoder = new PgDecoder(PgWalUtil.queryTypes(conn)); + ChainedLogicalStreamBuilder builder = conn.getReplicationAPI() + .replicationStream() + .logical() + .withSlotName(format.getSlotName()) + //协议版本。当前仅支持版本1 + .withSlotOption("proto_version", "1") + //逗号分隔的要订阅的发布名称列表（接收更改）。 单个发布名称被视为标准对象名称，并可根据需要引用 + .withSlotOption("publication_names", PgWalUtil.PUBLICATION_NAME) + .withStatusInterval(format.getStatusInterval(), TimeUnit.MILLISECONDS); + long lsn = format.getStartLsn(); + if(lsn != 0){ + builder.withStartPosition(LogSequenceNumber.valueOf(lsn)); + } + stream = builder.start(); + TimeUnit.SECONDS.sleep(1); + stream.forceUpdateStatus(); + LOG.info("init PGReplicationStream successfully..."); + } + + @Override + public void run() { + LOG.info("PgWalListener start running....."); + try { + init(); + while (format.isRunning()) { + ByteBuffer buffer = stream.readPending(); + if (buffer == null) { + continue; + } + Table table = decoder.decode(buffer); + if(StringUtils.isBlank(table.getId())){ + continue; + } + String type = table.getType().name().toLowerCase(); + if(!cat.contains(type)){ + continue; + } + if(!tableSet.contains(table.getId())){ + continue; + } + LOG.trace("table = {}",gson.toJson(table)); + Map map = new LinkedHashMap<>(); + map.put("type", type); + map.put("schema", table.getSchema()); + map.put("table", table.getTable()); + map.put("lsn", table.getCurrentLsn()); + map.put("ts", table.getTs()); + map.put("ingestion", System.nanoTime()); + if(pavingData){ + int i = 0; + for (MetaColumn column : table.getColumnList()) { + map.put("before_" + column.getName(), table.getOldData()[i]); + map.put("after_" + column.getName(), table.getNewData()[i]); + i++; + } + }else { + Map before = new LinkedHashMap<>(); + Map after = new LinkedHashMap<>(); + int i = 0; + for (MetaColumn column : table.getColumnList()) { + before.put(column.getName(), table.getOldData()[i]); + after.put(column.getName(), table.getNewData()[i]); + i++; + } + map.put("before", before); + map.put("after", after); + } + format.processEvent(map); + } + }catch (Exception e){ + String errorMessage = ExceptionUtil.getErrorMessage(e); + LOG.error(errorMessage); + format.processEvent(Collections.singletonMap("e", errorMessage)); + + } + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java new file mode 100644 index 0000000000..1b8cd773ce --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java @@ -0,0 +1,88 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.pgwal.PgWalConfigKeys; +import com.dtstack.flinkx.pgwal.format.PgWalInputFormatBuilder; +import com.dtstack.flinkx.reader.DataReader; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +import java.util.List; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgwalReader extends DataReader { + private String username; + private String password; + private String url; + private String databaseName; + private String cat; + private boolean pavingData; + private List tableList; + private Integer statusInterval; + private Long lsn; + private String slotName; + private boolean allowCreateSlot; + private boolean temporary; + + @SuppressWarnings("unchecked") + public PgwalReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + username = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_USER_NAME); + password = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_PASSWORD); + url = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_URL); + databaseName = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_DATABASE_NAME); + cat = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_CATALOG); + pavingData = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_PAVING_DATA, false); + tableList = (List) readerConfig.getParameter().getVal(PgWalConfigKeys.KEY_TABLE_LIST); + statusInterval = readerConfig.getParameter().getIntVal(PgWalConfigKeys.KEY_STATUS_INTERVAL, 10000); + lsn = readerConfig.getParameter().getLongVal(PgWalConfigKeys.KEY_LSN, 0); + slotName = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_SLOT_NAME); + allowCreateSlot = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_ALLOW_CREATE_SLOT, true); + temporary = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_TEMPORARY, true); + } + + @Override + public DataStream readData() { + PgWalInputFormatBuilder builder = new PgWalInputFormatBuilder(); + builder.setUsername(username); + builder.setPassword(password); + builder.setUrl(url); + builder.setDatabaseName(databaseName); + builder.setCat(cat); + builder.setPavingData(pavingData); + builder.setTableList(tableList); + builder.setRestoreConfig(restoreConfig); + builder.setStatusInterval(statusInterval); + builder.setLsn(lsn); + builder.setSlotName(slotName); + builder.setAllowCreateSlot(allowCreateSlot); + builder.setTemporary(temporary); + return createInput(builder.finish(), "pgwalreader"); + } +} diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index effaf52bd3..3952080f47 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -362,6 +362,12 @@ flinkx-polardb-writer 1.6 + + + com.dtstack.flinkx + flinkx-pgwal-reader + 1.6 + diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index ca0be0783e..0b82dc17dc 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -60,6 +60,7 @@ import com.dtstack.flinkx.odps.writer.OdpsWriter; import com.dtstack.flinkx.oracle.reader.OracleReader; import com.dtstack.flinkx.oracle.writer.OracleWriter; +import com.dtstack.flinkx.pgwal.reader.PgwalReader; import com.dtstack.flinkx.polardb.reader.PolardbReader; import com.dtstack.flinkx.polardb.writer.PolardbWriter; import com.dtstack.flinkx.postgresql.reader.PostgresqlReader; @@ -125,7 +126,7 @@ public static void main(String[] args) throws Exception{ // conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); // conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); - String jobPath = "D:\\project\\dt-center-flinkx\\flinkx-test\\src\\main\\resources\\dev_test_job\\hdfs_stream.json"; + String jobPath = "/Users/tudou/Library/Preferences/IntelliJIdea2019.2/scratches/json/pgWal/pgwal_to_stream.json"; JobExecutionResult result = LocalTest.runJob(new File(jobPath), confProperties, null); ResultPrintUtil.printResult(result); } @@ -207,6 +208,7 @@ private static DataReader buildDataReader(DataTransferConfig config, StreamExecu case PluginNameConstrant.KUDU_READER : reader = new KuduReader(config, env); break; case PluginNameConstrant.CLICKHOUSE_READER : reader = new ClickhouseReader(config, env); break; case PluginNameConstrant.POLARDB_READER : reader = new PolardbReader(config, env); break; + case PluginNameConstrant.PGWAL_READER : reader = new PgwalReader(config, env); break; default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); } diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java index d30bb39574..9a53b58f0f 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java @@ -46,6 +46,7 @@ public class PluginNameConstrant { public static final String KAFKA_READER = "kafkareader"; public static final String CLICKHOUSE_READER = "clickhousereader"; public static final String POLARDB_READER = "polardbreader"; + public static final String PGWAL_READER = "pgwalreader"; public static final String STREAM_WRITER = "streamwriter"; diff --git a/pom.xml b/pom.xml index df318d098c..28305c3a70 100644 --- a/pom.xml +++ b/pom.xml @@ -13,39 +13,39 @@ flinkx-core flinkx-launcher - - - + flinkx-test + flinkx-examples + flinkx-stream - - - - - - - - - - - - - - - - - - - - - + flinkx-rdb + flinkx-mysql + flinkx-polardb + flinkx-oracle + flinkx-sqlserver + flinkx-postgresql + flinkx-db2 + flinkx-gbase + flinkx-clickhouse + + flinkx-hdfs + flinkx-hive + flinkx-es + flinkx-ftp + flinkx-odps + flinkx-hbase + flinkx-carbondata + flinkx-kudu + + flinkx-redis + flinkx-mongodb - - - - - + flinkx-binlog + flinkx-kafka09 + flinkx-kafka10 + flinkx-kafka11 + flinkx-kafka flinkx-pgwal From 234fedaa9a964dd412ded2994af4108006ccf528 Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 16 Dec 2019 18:56:37 +0800 Subject: [PATCH 005/136] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + docs/pgwalreader.md | 184 ++++++++++++++++++ .../flinkx/pgwal/reader/PgwalReader.java | 2 +- 3 files changed, 186 insertions(+), 1 deletion(-) create mode 100644 docs/pgwalreader.md diff --git a/README.md b/README.md index 45c163103b..672b9888ef 100644 --- a/README.md +++ b/README.md @@ -234,6 +234,7 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 * [MySQL binlog读取插件](docs/binlog.md) * [KafKa读取插件](docs/kafkareader.md) * [Kudu读取插件](docs/kudureader.md) +* [PostgreSQL WAL实时采集插件](docs/pgwalreader.md) ### 5.2 写入插件 diff --git a/docs/pgwalreader.md b/docs/pgwalreader.md new file mode 100644 index 0000000000..56fbadbc84 --- /dev/null +++ b/docs/pgwalreader.md @@ -0,0 +1,184 @@ +# PostgreSQL WAL读取插件（*reader） + +## 1. 配置样例 + +```json +{ + "job": { + "content": [{ + "reader" : { + "parameter" : { + "username" : "postgres", + "password" : "abc123", + "url" : "jdbc:postgresql://172.16.8.122:5432/postgres", + "databaseName" : "postgres", + "cat" : "update,insert,delete", + "tableList" : [ + "changepk.test_table" + ], + "statusInterval" : 10000, + "lsn" : 0, + "slotName" : "", + "allowCreateSlot" : true, + "temporary" : true, + "pavingData" : true + }, + "name" : "pgwalreader" + }, + "writer": { + + } + }] + }, + "setting": { + + } +} +``` +## 2. 使用说明 + 1、PostgreSQL数据库版本至少为10.0及以上 + + 2、预写日志级别(wal_level)必须为logical + + 3、该插件基于PostgreSQL逻辑复制及逻辑解码功能实现的，因此PostgreSQL账户至少拥有replication权限，若允许创建slot，则至少拥有超级管理员权限 + + 4、详细原理请参见[PostgreSQL官方文档](http://postgres.cn/docs/10/index.html) + +## 3. 参数说明 + +* **name** + + * 描述：插件名，此处填写插件名称。 + + * 必选：是 + + * 默认值：无 + +* **jdbcUrl** + + * 描述：PostgreSQL数据库的jdbc连接字符串，参考文档：[PostgreSQL官方文档](https://jdbc.postgresql.org/documentation/head/connect.html) + + * 必选：是 + + * 默认值：无 + +* **username** + + * 描述：数据源的用户名 + + * 必选：是 + + * 默认值：无 + +* **password** + + * 描述：数据源指定用户名的密码 + + * 必选：是 + + * 默认值：无 + +* **tableList** + + * 描述：需要解析的数据表，格式为schema.table + + * 必选：否 + + * 默认值：无 + +* **cat** + + * 描述：需要解析的数据更新类型，包括insert、update、delete三种。 + + * 注意：以英文逗号分割的格式填写。 + + * 必选：是 + + * 默认值：无 + +* **statusInterval** + + * 描述：复制期间，数据库和使用者定期交换ping消息。如果数据库或客户端在配置的超时时间内未收到ping消息，则复制被视为已停止，并且将引发异常，并且数据库将释放资源。在PostgreSQL中，ping超时由属性wal_sender_timeout配置（默认= 60秒）。可以将pgjdc中的复制流配置为在需要时或按时间间隔发送反馈（ping）。建议比配置的wal_sender_timeout更频繁地向数据库发送反馈（ping）。在生产环境中，我使用等于wal_sender_timeout / 3的值。它避免了网络潜在的问题，并且可以在不因超时而断开连接的情况下传输更改。 + + * 必选：否 + + * 默认值：2000 + +* **lsn** + + * 描述：要读取PostgreSQL WAL日志序列号的开始位置。 + + * 必选：否 + + * 默认值：0 + +* **slotName** + + * 描述：复制槽名称，根据该值去寻找或创建复制槽 + + * 注意：当allowCreateSlot为false时，该值不能为空 + + * 必选：否 + + * 默认值：无 + +* **allowCreateSlot** + + * 描述：是否允许创建复制槽 + + * 必选：否 + + * 默认值：true + +* **temporary** + + * 描述：复制槽是否为临时性的，true：是；false：否。 + + * 必选：否 + + * 默认值：true + +* **pavingData** + + * 描述：是否将解析出的json数据拍平 + + * 示例：假设解析的表为tb1，schema为dbo，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： + + ```json + { + "type":"update", + "schema":"dbo", + "table":"customers", + "lsn":207967352, + "ts": 1576487525488, + "ingestion":1475129582923642, + "before_id":1, + "after_id":2 + } + ``` + + pavingData为false时： + + ```json + { + "type":"update", + "schema":"dbo", + "table":"customers", + "lsn":207967352, + "ts": 1576487525488, + "ingestion":1481628798880038, + "before":{ + "id":1 + }, + "after":{ + "id":2 + } + } + ``` + + 其中：ts是数据库中数据的变更时间，ingestion是插件解析这条数据的纳秒时间，lsn是该数据变更的日志序列号 + + * 必选：否 + + * 默认值：false + diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java index 1b8cd773ce..3f9c86a020 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java @@ -60,7 +60,7 @@ public PgwalReader(DataTransferConfig config, StreamExecutionEnvironment env) { cat = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_CATALOG); pavingData = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_PAVING_DATA, false); tableList = (List) readerConfig.getParameter().getVal(PgWalConfigKeys.KEY_TABLE_LIST); - statusInterval = readerConfig.getParameter().getIntVal(PgWalConfigKeys.KEY_STATUS_INTERVAL, 10000); + statusInterval = readerConfig.getParameter().getIntVal(PgWalConfigKeys.KEY_STATUS_INTERVAL, 20000); lsn = readerConfig.getParameter().getLongVal(PgWalConfigKeys.KEY_LSN, 0); slotName = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_SLOT_NAME); allowCreateSlot = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_ALLOW_CREATE_SLOT, true); From 495e644000be8ac8223710090ab3169d09d1534c Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 17 Dec 2019 10:06:55 +0800 Subject: [PATCH 006/136] =?UTF-8?q?=E4=BF=AE=E6=94=B9reader?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../flinkx/pgwal/reader/PgWalReader.java | 88 ------------------- 1 file changed, 88 deletions(-) delete mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgWalReader.java diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgWalReader.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgWalReader.java deleted file mode 100644 index c1d22d3f29..0000000000 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgWalReader.java +++ /dev/null @@ -1,88 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.pgwal.reader; - -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.ReaderConfig; -import com.dtstack.flinkx.pgwal.PgWalConfigKeys; -import com.dtstack.flinkx.pgwal.format.PgWalInputFormatBuilder; -import com.dtstack.flinkx.reader.DataReader; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.flink.types.Row; - -import java.util.List; - -/** - * Date: 2019/12/13 - * Company: www.dtstack.com - * - * @author tudou - */ -public class PgWalReader extends DataReader { - private String username; - private String password; - private String url; - private String databaseName; - private String cat; - private boolean pavingData; - private List tableList; - private Integer statusInterval; - private String lsn; - private String slotName; - private boolean allowCreateSlot; - private boolean temporary; - - @SuppressWarnings("unchecked") - protected PgWalReader(DataTransferConfig config, StreamExecutionEnvironment env) { - super(config, env); - ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); - username = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_USER_NAME); - password = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_PASSWORD); - url = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_URL); - databaseName = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_DATABASE_NAME); - cat = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_CATALOG); - pavingData = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_PAVING_DATA, false); - tableList = (List) readerConfig.getParameter().getVal(PgWalConfigKeys.KEY_TABLE_LIST); - statusInterval = readerConfig.getIntVal(PgWalConfigKeys.KEY_STATUS_INTERVAL, 10000); - lsn = readerConfig.getStringVal(PgWalConfigKeys.KEY_LSN); - slotName = readerConfig.getStringVal(PgWalConfigKeys.KEY_SLOT_NAME); - allowCreateSlot = readerConfig.getBooleanVal(PgWalConfigKeys.KEY_ALLOW_CREATE_SLOT, true); - temporary = readerConfig.getBooleanVal(PgWalConfigKeys.KEY_TEMPORARY, true); - } - - @Override - public DataStream readData() { - PgWalInputFormatBuilder builder = new PgWalInputFormatBuilder(); - builder.setUsername(username); - builder.setPassword(password); - builder.setUrl(url); - builder.setDatabaseName(databaseName); - builder.setCat(cat); - builder.setPavingData(pavingData); - builder.setTableList(tableList); - builder.setRestoreConfig(restoreConfig); - builder.setStatusInterval(statusInterval); - builder.setLsn(lsn); - builder.setSlotName(slotName); - builder.setAllowCreateSlot(allowCreateSlot); - builder.setTemporary(temporary); - return createInput(builder.finish(), "pgwalreader"); - } -} From 22d3029da58095e679c61c9783fa1c69a2f68e1a Mon Sep 17 00:00:00 2001 From: wuhui <438949560@qq.com> Date: Thu, 19 Dec 2019 11:37:58 +0800 Subject: [PATCH 007/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8Dgit=5Fbranch=E7=9A=84?= =?UTF-8?q?bug?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-binlog/flinkx-binlog-reader/pom.xml | 21 ++++++++++++++++++- .../flinkx-carbondata-reader/pom.xml | 21 ++++++++++++++++++- .../flinkx-carbondata-writer/pom.xml | 21 ++++++++++++++++++- .../flinkx-cassandra-reader/pom.xml | 21 ++++++++++++++++++- .../flinkx-cassandra-writer/pom.xml | 21 ++++++++++++++++++- .../flinkx-clickhouse-reader/pom.xml | 21 ++++++++++++++++++- .../flinkx-clickhouse-writer/pom.xml | 21 ++++++++++++++++++- flinkx-core/pom.xml | 21 ++++++++++++++++++- flinkx-db2/flinkx-db2-reader/pom.xml | 21 ++++++++++++++++++- flinkx-db2/flinkx-db2-writer/pom.xml | 21 ++++++++++++++++++- flinkx-es/flinkx-es-reader/pom.xml | 21 ++++++++++++++++++- flinkx-es/flinkx-es-writer/pom.xml | 21 ++++++++++++++++++- flinkx-ftp/flinkx-ftp-reader/pom.xml | 21 ++++++++++++++++++- flinkx-ftp/flinkx-ftp-writer/pom.xml | 21 ++++++++++++++++++- flinkx-gbase/flinkx-gbase-reader/pom.xml | 21 ++++++++++++++++++- flinkx-gbase/flinkx-gbase-writer/pom.xml | 21 ++++++++++++++++++- flinkx-hbase/flinkx-hbase-reader/pom.xml | 21 ++++++++++++++++++- flinkx-hbase/flinkx-hbase-writer/pom.xml | 21 ++++++++++++++++++- flinkx-hdfs/flinkx-hdfs-reader/pom.xml | 21 ++++++++++++++++++- flinkx-hdfs/flinkx-hdfs-writer/pom.xml | 21 ++++++++++++++++++- flinkx-hive/flinkx-hive-writer/pom.xml | 21 ++++++++++++++++++- flinkx-kafka/flinkx-kafka-reader/pom.xml | 21 ++++++++++++++++++- flinkx-kafka/flinkx-kafka-writer/pom.xml | 21 ++++++++++++++++++- flinkx-kafka09/flinkx-kafka09-reader/pom.xml | 21 ++++++++++++++++++- flinkx-kafka09/flinkx-kafka09-writer/pom.xml | 21 ++++++++++++++++++- flinkx-kafka10/flinkx-kafka10-reader/pom.xml | 21 ++++++++++++++++++- flinkx-kafka10/flinkx-kafka10-writer/pom.xml | 21 ++++++++++++++++++- flinkx-kafka11/flinkx-kafka11-reader/pom.xml | 21 ++++++++++++++++++- flinkx-kafka11/flinkx-kafka11-writer/pom.xml | 21 ++++++++++++++++++- flinkx-kudu/flinkx-kudu-reader/pom.xml | 21 ++++++++++++++++++- flinkx-kudu/flinkx-kudu-writer/pom.xml | 21 ++++++++++++++++++- flinkx-mongodb/flinkx-mongodb-reader/pom.xml | 21 ++++++++++++++++++- flinkx-mongodb/flinkx-mongodb-writer/pom.xml | 21 ++++++++++++++++++- flinkx-mysql/flinkx-mysql-dreader/pom.xml | 21 ++++++++++++++++++- flinkx-mysql/flinkx-mysql-reader/pom.xml | 21 ++++++++++++++++++- flinkx-mysql/flinkx-mysql-writer/pom.xml | 21 ++++++++++++++++++- flinkx-odps/flinkx-odps-reader/pom.xml | 21 ++++++++++++++++++- flinkx-odps/flinkx-odps-writer/pom.xml | 21 ++++++++++++++++++- flinkx-oracle/flinkx-oracle-reader/pom.xml | 21 ++++++++++++++++++- flinkx-oracle/flinkx-oracle-writer/pom.xml | 21 ++++++++++++++++++- flinkx-phoenix/flinkx-phoenix-reader/pom.xml | 21 ++++++++++++++++++- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 21 ++++++++++++++++++- flinkx-polardb/flinkx-polardb-dreader/pom.xml | 21 ++++++++++++++++++- flinkx-polardb/flinkx-polardb-reader/pom.xml | 21 ++++++++++++++++++- flinkx-polardb/flinkx-polardb-writer/pom.xml | 21 ++++++++++++++++++- .../flinkx-postgresql-reader/pom.xml | 21 ++++++++++++++++++- .../flinkx-postgresql-writer/pom.xml | 21 ++++++++++++++++++- flinkx-rdb/flinkx-rdb-core/pom.xml | 21 ++++++++++++++++++- flinkx-rdb/flinkx-rdb-reader/pom.xml | 21 ++++++++++++++++++- flinkx-rdb/flinkx-rdb-writer/pom.xml | 21 ++++++++++++++++++- flinkx-redis/flinkx-redis-writer/pom.xml | 21 ++++++++++++++++++- flinkx-saphana/flinkx-saphana-reader/pom.xml | 21 ++++++++++++++++++- flinkx-saphana/flinkx-saphana-writer/pom.xml | 21 ++++++++++++++++++- .../flinkx-sqlserver-reader/pom.xml | 21 ++++++++++++++++++- .../flinkx-sqlserver-writer/pom.xml | 21 ++++++++++++++++++- flinkx-stream/flinkx-stream-reader/pom.xml | 21 ++++++++++++++++++- flinkx-stream/flinkx-stream-writer/pom.xml | 21 ++++++++++++++++++- .../flinkx-teradata-reader/pom.xml | 21 ++++++++++++++++++- .../flinkx-teradata-writer/pom.xml | 21 ++++++++++++++++++- 59 files changed, 1180 insertions(+), 59 deletions(-) diff --git a/flinkx-binlog/flinkx-binlog-reader/pom.xml b/flinkx-binlog/flinkx-binlog-reader/pom.xml index d83803de0b..b66b1763b6 100644 --- a/flinkx-binlog/flinkx-binlog-reader/pom.xml +++ b/flinkx-binlog/flinkx-binlog-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-binlog-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -67,7 +86,7 @@ + tofile="${basedir}/../../plugins/binlogreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml index aafacd41e4..745e658df1 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-carbondata-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -89,7 +108,7 @@ + tofile="${basedir}/../../plugins/carbondatareader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml index e25400046f..fbb753c19d 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-carbondata-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + @@ -92,7 +111,7 @@ + tofile="${basedir}/../../plugins/carbondatawriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml index 760f2b245a..87fdc3a59b 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-cassandra-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + flinkx-cassandra-core @@ -84,7 +103,7 @@ + tofile="${basedir}/../../plugins/cassandrareader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml index b49206c20d..e6f3c9fedd 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-cassandra-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + flinkx-cassandra-core @@ -84,7 +103,7 @@ + tofile="${basedir}/../../plugins/cassandrawriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml index 83498a0f46..5612533733 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-clickhouse-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -79,7 +98,7 @@ + tofile="${basedir}/../../plugins/clickhousereader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml index 1ade5d5b53..827dfefd09 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml @@ -10,6 +10,25 @@ 4.0.0 flinkx-clickhouse-writer + + + + dev + + ${package.name} + + + true + + + + + release + + release + + + com.dtstack.flinkx @@ -78,7 +97,7 @@ + tofile="${basedir}/../../plugins/clickhousewriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index efdef83991..9ca940db42 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -16,6 +16,25 @@ ${basedir}/../dev + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + @@ -226,7 +245,7 @@ + tofile="${basedir}/../plugins/flinkx-${project.version}-${package.name}.jar" /> diff --git a/flinkx-db2/flinkx-db2-reader/pom.xml b/flinkx-db2/flinkx-db2-reader/pom.xml index 69bfcf8375..308214bc89 100644 --- a/flinkx-db2/flinkx-db2-reader/pom.xml +++ b/flinkx-db2/flinkx-db2-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-db2-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -91,7 +110,7 @@ + tofile="${basedir}/../../plugins/db2reader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-db2/flinkx-db2-writer/pom.xml b/flinkx-db2/flinkx-db2-writer/pom.xml index 926b6a913a..e2e21ccd7a 100644 --- a/flinkx-db2/flinkx-db2-writer/pom.xml +++ b/flinkx-db2/flinkx-db2-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-db2-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -91,7 +110,7 @@ + tofile="${basedir}/../../plugins/db2writer/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-es/flinkx-es-reader/pom.xml b/flinkx-es/flinkx-es-reader/pom.xml index 896139a4ac..4a79bd74d5 100644 --- a/flinkx-es/flinkx-es-reader/pom.xml +++ b/flinkx-es/flinkx-es-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-es-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -77,7 +96,7 @@ + tofile="${basedir}/../../plugins/esreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-es/flinkx-es-writer/pom.xml b/flinkx-es/flinkx-es-writer/pom.xml index 07810d0273..44fc10cf22 100644 --- a/flinkx-es/flinkx-es-writer/pom.xml +++ b/flinkx-es/flinkx-es-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-es-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -78,7 +97,7 @@ + tofile="${basedir}/../../plugins/eswriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-ftp/flinkx-ftp-reader/pom.xml b/flinkx-ftp/flinkx-ftp-reader/pom.xml index 4ec609b227..7220295099 100644 --- a/flinkx-ftp/flinkx-ftp-reader/pom.xml +++ b/flinkx-ftp/flinkx-ftp-reader/pom.xml @@ -29,6 +29,25 @@ under the License. flinkx-ftp-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -95,7 +114,7 @@ under the License. + tofile="${basedir}/../../plugins/ftpreader/${project.name}-${project.version}-${package.name}.jar"/> diff --git a/flinkx-ftp/flinkx-ftp-writer/pom.xml b/flinkx-ftp/flinkx-ftp-writer/pom.xml index bf67ab37f5..0b9da3aed2 100644 --- a/flinkx-ftp/flinkx-ftp-writer/pom.xml +++ b/flinkx-ftp/flinkx-ftp-writer/pom.xml @@ -29,6 +29,25 @@ under the License. flinkx-ftp-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -96,7 +115,7 @@ under the License. + tofile="${basedir}/../../plugins/ftpwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-gbase/flinkx-gbase-reader/pom.xml b/flinkx-gbase/flinkx-gbase-reader/pom.xml index 709c3135d6..3929ebd1d5 100644 --- a/flinkx-gbase/flinkx-gbase-reader/pom.xml +++ b/flinkx-gbase/flinkx-gbase-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-gbase-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/gbasereader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-gbase/flinkx-gbase-writer/pom.xml b/flinkx-gbase/flinkx-gbase-writer/pom.xml index bd729afa05..f08d51679f 100644 --- a/flinkx-gbase/flinkx-gbase-writer/pom.xml +++ b/flinkx-gbase/flinkx-gbase-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-gbase-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/gbasewriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-hbase/flinkx-hbase-reader/pom.xml b/flinkx-hbase/flinkx-hbase-reader/pom.xml index c8bf471609..0168798c6d 100644 --- a/flinkx-hbase/flinkx-hbase-reader/pom.xml +++ b/flinkx-hbase/flinkx-hbase-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-hbase-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -91,7 +110,7 @@ + tofile="${basedir}/../../plugins/hbasereader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-hbase/flinkx-hbase-writer/pom.xml b/flinkx-hbase/flinkx-hbase-writer/pom.xml index 3fbffa9eaa..b8a7405634 100644 --- a/flinkx-hbase/flinkx-hbase-writer/pom.xml +++ b/flinkx-hbase/flinkx-hbase-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-hbase-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -79,7 +98,7 @@ + tofile="${basedir}/../../plugins/hbasewriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml index 7eaf9a1f5d..4dc670de03 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml @@ -33,6 +33,25 @@ under the License. 1.1.1 + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -122,7 +141,7 @@ under the License. + tofile="${basedir}/../../plugins/hdfsreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml index ed7a3c4e20..9da5618b4d 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml @@ -33,6 +33,25 @@ under the License. 1.1.1 + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -123,7 +142,7 @@ under the License. + tofile="${basedir}/../../plugins/hdfswriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-hive/flinkx-hive-writer/pom.xml b/flinkx-hive/flinkx-hive-writer/pom.xml index 5838ca27bd..934b88dedc 100644 --- a/flinkx-hive/flinkx-hive-writer/pom.xml +++ b/flinkx-hive/flinkx-hive-writer/pom.xml @@ -33,6 +33,25 @@ under the License. 1.1.1 + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -117,7 +136,7 @@ under the License. + tofile="${basedir}/../../plugins/hivewriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-kafka/flinkx-kafka-reader/pom.xml b/flinkx-kafka/flinkx-kafka-reader/pom.xml index 7699899ec8..d11f27dfb3 100644 --- a/flinkx-kafka/flinkx-kafka-reader/pom.xml +++ b/flinkx-kafka/flinkx-kafka-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-kafka-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -57,7 +76,7 @@ + tofile="${basedir}/../../plugins/kafkareader/${project.name}-${project.version}-${package.name}.jar"/> diff --git a/flinkx-kafka/flinkx-kafka-writer/pom.xml b/flinkx-kafka/flinkx-kafka-writer/pom.xml index 54df306260..322aa0438c 100644 --- a/flinkx-kafka/flinkx-kafka-writer/pom.xml +++ b/flinkx-kafka/flinkx-kafka-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-kafka-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -57,7 +76,7 @@ + tofile="${basedir}/../../plugins/kafkawriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml index 173f4f8733..cd837a3823 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-kafka09-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -76,7 +95,7 @@ + tofile="${basedir}/../../plugins/kafka09reader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml index 47fe35c6e7..fa5388537f 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-kafka09-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -76,7 +95,7 @@ + tofile="${basedir}/../../plugins/kafka09writer/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml index 63a290bbc4..3aaef5c20a 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-kafka10-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -86,7 +105,7 @@ + tofile="${basedir}/../../plugins/kafka10reader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml index 67c7d083a0..980d894acb 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-kafka10-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -86,7 +105,7 @@ + tofile="${basedir}/../../plugins/kafka10writer/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml index 0067e69a46..005d4bfd13 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-kafka11-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -86,7 +105,7 @@ + tofile="${basedir}/../../plugins/kafka11reader/${project.name}-${project.version}-${package.name}.jar"/> diff --git a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml index 654e033a5b..83377e8a33 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-kafka11-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -86,7 +105,7 @@ + tofile="${basedir}/../../plugins/kafka11writer/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-kudu/flinkx-kudu-reader/pom.xml b/flinkx-kudu/flinkx-kudu-reader/pom.xml index e9dbab3e62..b9f7f0461b 100644 --- a/flinkx-kudu/flinkx-kudu-reader/pom.xml +++ b/flinkx-kudu/flinkx-kudu-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-kudu-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -77,7 +96,7 @@ + tofile="${basedir}/../../plugins/kudureader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-kudu/flinkx-kudu-writer/pom.xml b/flinkx-kudu/flinkx-kudu-writer/pom.xml index 00c38bfcc8..ad18666160 100644 --- a/flinkx-kudu/flinkx-kudu-writer/pom.xml +++ b/flinkx-kudu/flinkx-kudu-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-kudu-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -77,7 +96,7 @@ + tofile="${basedir}/../../plugins/kuduwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml index 282db0dda9..0c619147df 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-mongodb-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + flinkx-mongodb-core @@ -84,7 +103,7 @@ + tofile="${basedir}/../../plugins/mongodbreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml index 5d86666550..5f29eea84e 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-mongodb-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + flinkx-mongodb-core @@ -84,7 +103,7 @@ + tofile="${basedir}/../../plugins/mongodbwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-mysql/flinkx-mysql-dreader/pom.xml b/flinkx-mysql/flinkx-mysql-dreader/pom.xml index e9253b66bc..f454098a29 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-dreader/pom.xml @@ -11,6 +11,25 @@ flinkx-mysql-dreader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/mysqldreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-mysql/flinkx-mysql-reader/pom.xml b/flinkx-mysql/flinkx-mysql-reader/pom.xml index b23815b5c4..7e99496671 100644 --- a/flinkx-mysql/flinkx-mysql-reader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-mysql-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/mysqlreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-mysql/flinkx-mysql-writer/pom.xml b/flinkx-mysql/flinkx-mysql-writer/pom.xml index 4ada5dfa13..9ac6ad473d 100644 --- a/flinkx-mysql/flinkx-mysql-writer/pom.xml +++ b/flinkx-mysql/flinkx-mysql-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-mysql-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/mysqlwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-odps/flinkx-odps-reader/pom.xml b/flinkx-odps/flinkx-odps-reader/pom.xml index 2475779dde..325c89bb0c 100644 --- a/flinkx-odps/flinkx-odps-reader/pom.xml +++ b/flinkx-odps/flinkx-odps-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-odps-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -74,7 +93,7 @@ + tofile="${basedir}/../../plugins/odpsreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-odps/flinkx-odps-writer/pom.xml b/flinkx-odps/flinkx-odps-writer/pom.xml index 8dd867c766..ed4792abb3 100644 --- a/flinkx-odps/flinkx-odps-writer/pom.xml +++ b/flinkx-odps/flinkx-odps-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-odps-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -79,7 +98,7 @@ + tofile="${basedir}/../../plugins/odpswriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-oracle/flinkx-oracle-reader/pom.xml b/flinkx-oracle/flinkx-oracle-reader/pom.xml index 95520f0672..0cea76d018 100644 --- a/flinkx-oracle/flinkx-oracle-reader/pom.xml +++ b/flinkx-oracle/flinkx-oracle-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-oracle-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/oraclereader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-oracle/flinkx-oracle-writer/pom.xml b/flinkx-oracle/flinkx-oracle-writer/pom.xml index 5581282b41..f351dffb9a 100644 --- a/flinkx-oracle/flinkx-oracle-writer/pom.xml +++ b/flinkx-oracle/flinkx-oracle-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-oracle-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -91,7 +110,7 @@ + tofile="${basedir}/../../plugins/oraclewriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml index b26f507ab8..e86a03ae6f 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-phoenix-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/phoenixreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index 0862d3b7f0..3b2e162b3b 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-phoenix-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/phoenixwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-polardb/flinkx-polardb-dreader/pom.xml b/flinkx-polardb/flinkx-polardb-dreader/pom.xml index a759cb1aeb..3945dabfe6 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-dreader/pom.xml @@ -11,6 +11,25 @@ flinkx-polardb-dreader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -74,7 +93,7 @@ + tofile="${basedir}/../../plugins/polardbdreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-polardb/flinkx-polardb-reader/pom.xml b/flinkx-polardb/flinkx-polardb-reader/pom.xml index 59e5c51ae9..41a16f01ea 100644 --- a/flinkx-polardb/flinkx-polardb-reader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-polardb-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -74,7 +93,7 @@ + tofile="${basedir}/../../plugins/polardbreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-polardb/flinkx-polardb-writer/pom.xml b/flinkx-polardb/flinkx-polardb-writer/pom.xml index b2bedda02a..00f985cc75 100644 --- a/flinkx-polardb/flinkx-polardb-writer/pom.xml +++ b/flinkx-polardb/flinkx-polardb-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-polardb-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -74,7 +93,7 @@ + tofile="${basedir}/../../plugins/polardbwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml index 280e6e3c54..a72d22c37a 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-postgresql-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -91,7 +110,7 @@ + tofile="${basedir}/../../plugins/postgresqlreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml index 8141a88b24..e525990250 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-postgresql-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/postgresqlwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-rdb/flinkx-rdb-core/pom.xml b/flinkx-rdb/flinkx-rdb-core/pom.xml index 3f5dfa4381..dd85947710 100644 --- a/flinkx-rdb/flinkx-rdb-core/pom.xml +++ b/flinkx-rdb/flinkx-rdb-core/pom.xml @@ -11,6 +11,25 @@ jar flinkx-rdb-core + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + @@ -32,7 +51,7 @@ + tofile="${basedir}/../../plugins/common/${project.name}-${project.version}-${package.name}.jar"/> diff --git a/flinkx-rdb/flinkx-rdb-reader/pom.xml b/flinkx-rdb/flinkx-rdb-reader/pom.xml index 89ac9f26e5..90746ad5e5 100644 --- a/flinkx-rdb/flinkx-rdb-reader/pom.xml +++ b/flinkx-rdb/flinkx-rdb-reader/pom.xml @@ -11,6 +11,25 @@ jar flinkx-rdb-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -41,7 +60,7 @@ + tofile="${basedir}/../../plugins/common/${project.name}-${project.version}-${package.name}.jar"/> diff --git a/flinkx-rdb/flinkx-rdb-writer/pom.xml b/flinkx-rdb/flinkx-rdb-writer/pom.xml index 9aa8b5ed27..6b03b475dc 100644 --- a/flinkx-rdb/flinkx-rdb-writer/pom.xml +++ b/flinkx-rdb/flinkx-rdb-writer/pom.xml @@ -11,6 +11,25 @@ jar flinkx-rdb-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -41,7 +60,7 @@ + tofile="${basedir}/../../plugins/common/${project.name}-${project.version}-${package.name}.jar"/> diff --git a/flinkx-redis/flinkx-redis-writer/pom.xml b/flinkx-redis/flinkx-redis-writer/pom.xml index 6f4b0b2ac7..e4ba1feae2 100644 --- a/flinkx-redis/flinkx-redis-writer/pom.xml +++ b/flinkx-redis/flinkx-redis-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-redis-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -84,7 +103,7 @@ + tofile="${basedir}/../../plugins/rediswriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-saphana/flinkx-saphana-reader/pom.xml b/flinkx-saphana/flinkx-saphana-reader/pom.xml index 78b80386e2..b5aceaddff 100644 --- a/flinkx-saphana/flinkx-saphana-reader/pom.xml +++ b/flinkx-saphana/flinkx-saphana-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-saphana-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/saphanareader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml index d304759fb6..925b47ab5f 100644 --- a/flinkx-saphana/flinkx-saphana-writer/pom.xml +++ b/flinkx-saphana/flinkx-saphana-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-saphana-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/saphanawriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml index 4924cb94ea..d32884f8e5 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-sqlserver-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -90,7 +109,7 @@ + tofile="${basedir}/../../plugins/sqlserverreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml index 171d65cb67..7048bfbb4e 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-sqlserver-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -91,7 +110,7 @@ + tofile="${basedir}/../../plugins/sqlserverwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-stream/flinkx-stream-reader/pom.xml b/flinkx-stream/flinkx-stream-reader/pom.xml index 25a83749de..6ede84f510 100644 --- a/flinkx-stream/flinkx-stream-reader/pom.xml +++ b/flinkx-stream/flinkx-stream-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-stream-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.github.jsonzou @@ -73,7 +92,7 @@ + tofile="${basedir}/../../plugins/streamreader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-stream/flinkx-stream-writer/pom.xml b/flinkx-stream/flinkx-stream-writer/pom.xml index ae915a9b40..d6fbca5e7a 100644 --- a/flinkx-stream/flinkx-stream-writer/pom.xml +++ b/flinkx-stream/flinkx-stream-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-stream-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + @@ -69,7 +88,7 @@ + tofile="${basedir}/../../plugins/streamwriter/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-teradata/flinkx-teradata-reader/pom.xml b/flinkx-teradata/flinkx-teradata-reader/pom.xml index fb1d4d04b6..2f572d102a 100644 --- a/flinkx-teradata/flinkx-teradata-reader/pom.xml +++ b/flinkx-teradata/flinkx-teradata-reader/pom.xml @@ -11,6 +11,25 @@ flinkx-teradata-reader + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -96,7 +115,7 @@ + tofile="${basedir}/../../plugins/teradatareader/${project.name}-${project.version}-${package.name}.jar" /> diff --git a/flinkx-teradata/flinkx-teradata-writer/pom.xml b/flinkx-teradata/flinkx-teradata-writer/pom.xml index 315d7aa161..4101bf741e 100644 --- a/flinkx-teradata/flinkx-teradata-writer/pom.xml +++ b/flinkx-teradata/flinkx-teradata-writer/pom.xml @@ -11,6 +11,25 @@ flinkx-teradata-writer + + + dev + + ${package.name} + + + true + + + + + release + + release + + + + com.dtstack.flinkx @@ -96,7 +115,7 @@ + tofile="${basedir}/../../plugins/teradatawriter/${project.name}-${project.version}-${package.name}.jar" /> From 89edb3dd096068b93225cf6e739213430b134612 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Mon, 23 Dec 2019 14:44:46 +0800 Subject: [PATCH 008/136] =?UTF-8?q?[reader=E5=92=8Cwriter=E7=9A=84?= =?UTF-8?q?=E5=B9=B6=E5=8F=91=E6=95=B0=E5=8F=AF=E5=88=86=E5=88=AB=E9=85=8D?= =?UTF-8?q?=E7=BD=AE=EF=BC=8C=E6=98=AF=E5=90=A6reblance=E5=8F=AF=E9=85=8D?= =?UTF-8?q?=E7=BD=AE][21253][21127]?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 19 ++++++---- flinkx-core/pom.xml | 6 ++++ .../main/java/com/dtstack/flinkx/Main.java | 15 +++++--- .../dtstack/flinkx/config/SpeedConfig.java | 26 +++++++++++--- .../flinkx/stream/reader/StreamReader.java | 2 +- .../com/dtstack/flinkx/test/LocalTest.java | 17 +++++---- .../dev_test_job/stream_template.json | 36 ++++--------------- 7 files changed, 68 insertions(+), 53 deletions(-) diff --git a/README.md b/README.md index 45c163103b..200d12e8b8 100644 --- a/README.md +++ b/README.md @@ -132,14 +132,20 @@ setting包括speed、errorLimit和dirty三部分，分别描述限速、错误 #### 4.1.1 speed ``` - "speed": { - "channel": 3, - "bytes": 0 - } +"speed": { + "bytes": 1048576, + "channel": 2, + "rebalance": false, + "readerChannel": 1, + "writerChannel": 1 +} ``` -* channel: 任务并发数 -* bytes: 每秒字节数，默认为 Long.MAX_VALUE +* channel：任务并发数 +* readerChannel：reader的并发数，配置此参数时会覆盖channel配置的并发数，不配置或配置为-1时将使用channel配置的并发数作为reader的并发数。 +* writerChannel：writer的并发数，配置此参数时会覆盖channel配置的并发数，不配置或配置为-1时将使用channel配置的并发数作为writer的并发数。 +* rebalance：此参数配置为true时将强制对reader的数据做Rebalance，不配置此参数或者配置为false时，程序会根据reader和writer的通道数选择是否Rebalance，reader和writer的通道数一致时不使用Reblance，通道数不一致时使用Reblance。 +* bytes:：每秒字节数，默认为 Long.MAX_VALUE #### 4.1.2 errorLimit @@ -235,7 +241,6 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 * [KafKa读取插件](docs/kafkareader.md) * [Kudu读取插件](docs/kudureader.md) - ### 5.2 写入插件 * [关系数据库写入插件](docs/rdbwriter.md) diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 85b373f49b..26dfafad67 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -49,6 +49,12 @@ ${flink.version} + + org.apache.flink + flink-runtime-web_2.11 + ${flink.version} + + org.apache.flink diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index 746aff3a3a..69742ff1d4 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -21,6 +21,7 @@ import com.dtstack.flink.api.java.MyLocalStreamEnvironment; import com.dtstack.flinkx.classloader.ClassLoaderManager; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.SpeedConfig; import com.dtstack.flinkx.constants.ConfigConstrant; import com.dtstack.flinkx.options.OptionParser; import com.dtstack.flinkx.reader.DataReader; @@ -37,6 +38,7 @@ import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.streaming.api.CheckpointingMode; import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSource; import org.apache.flink.streaming.api.environment.CheckpointConfig; import org.apache.flink.streaming.api.environment.StreamContextEnvironment; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; @@ -90,17 +92,20 @@ public static void main(String[] args) throws Exception { env = openCheckpointConf(env, confProperties); - env.setParallelism(config.getJob().getSetting().getSpeed().getChannel()); + SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); + + env.setParallelism(speedConfig.getChannel()); env.setRestartStrategy(RestartStrategies.noRestart()); DataReader dataReader = DataReaderFactory.getDataReader(config, env); DataStream dataStream = dataReader.readData(); + dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); - dataStream = new DataStream<>(dataStream.getExecutionEnvironment(), - new PartitionTransformation<>(dataStream.getTransformation(), - new DTRebalancePartitioner<>())); + if (speedConfig.isRebalance()) { + dataStream = dataStream.rebalance(); + } DataWriter dataWriter = DataWriterFactory.getDataWriter(config); - dataWriter.writeData(dataStream); + dataWriter.writeData(dataStream).setParallelism(speedConfig.getWriterChannel()); if(env instanceof MyLocalStreamEnvironment) { if(StringUtils.isNotEmpty(savepointPath)){ diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/SpeedConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/SpeedConfig.java index b46b01444f..f7a31043c3 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/SpeedConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/SpeedConfig.java @@ -31,9 +31,13 @@ public class SpeedConfig extends AbstractConfig { public static final String KEY_BYTES = "bytes"; public static final String KEY_NUM_CHANNELS = "channel"; + public static final String KEY_NUM_READER_CHANNELS = "readerChannel"; + public static final String KEY_NUM_WRITER_CHANNELS = "writerChannel"; + public static final String KEY_REBALANCE = "rebalance"; public static final long DEFAULT_SPEED_BYTES = Long.MAX_VALUE; - public static final int DEFAULT_NUM_CHANNALS = 1; + public static final int DEFAULT_NUM_CHANNELS = 1; + public static final int DEFAULT_NUM_READER_WRITER_CHANNEL = -1; public SpeedConfig(Map map) { super(map); @@ -41,8 +45,11 @@ public SpeedConfig(Map map) { public static SpeedConfig defaultConfig(){ Map map = new HashMap<>(2); - map.put("bytes",DEFAULT_SPEED_BYTES); - map.put("channel",DEFAULT_NUM_CHANNALS); + map.put(KEY_BYTES, DEFAULT_SPEED_BYTES); + map.put(KEY_NUM_CHANNELS, DEFAULT_NUM_CHANNELS); + map.put(KEY_NUM_READER_CHANNELS, DEFAULT_NUM_READER_WRITER_CHANNEL); + map.put(KEY_NUM_WRITER_CHANNELS, DEFAULT_NUM_READER_WRITER_CHANNEL); + map.put(KEY_REBALANCE, false); return new SpeedConfig(map); } @@ -55,11 +62,22 @@ public void setBytes(long bytes) { } public int getChannel() { - return getIntVal(KEY_NUM_CHANNELS, DEFAULT_NUM_CHANNALS); + return getIntVal(KEY_NUM_CHANNELS, DEFAULT_NUM_CHANNELS); + } + + public int getReaderChannel(){ + return getIntVal(KEY_NUM_READER_CHANNELS, DEFAULT_NUM_READER_WRITER_CHANNEL); + } + + public int getWriterChannel(){ + return getIntVal(KEY_NUM_WRITER_CHANNELS, DEFAULT_NUM_READER_WRITER_CHANNEL); } public void setChannel(int channel) { setIntVal(KEY_NUM_CHANNELS, channel); } + public boolean isRebalance() { + return getBooleanVal(KEY_REBALANCE, false); + } } diff --git a/flinkx-stream/flinkx-stream-reader/src/main/java/com/dtstack/flinkx/stream/reader/StreamReader.java b/flinkx-stream/flinkx-stream-reader/src/main/java/com/dtstack/flinkx/stream/reader/StreamReader.java index 778682d56c..2cdeb62d9a 100644 --- a/flinkx-stream/flinkx-stream-reader/src/main/java/com/dtstack/flinkx/stream/reader/StreamReader.java +++ b/flinkx-stream/flinkx-stream-reader/src/main/java/com/dtstack/flinkx/stream/reader/StreamReader.java @@ -51,7 +51,7 @@ public StreamReader(DataTransferConfig config, StreamExecutionEnvironment env) { List list = (List)readerConfig.getParameter().getVal("sliceRecordCount"); if(CollectionUtils.isNotEmpty(list)){ for (Object item : list) { - sliceRecordCount.add(Long.valueOf(item.toString())); + sliceRecordCount.add(Double.valueOf(item.toString()).longValue()); } } diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index bdcea70968..f611274ecb 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -27,6 +27,7 @@ import com.dtstack.flinkx.clickhouse.reader.ClickhouseReader; import com.dtstack.flinkx.clickhouse.writer.ClickhouseWriter; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.SpeedConfig; import com.dtstack.flinkx.constants.ConfigConstrant; import com.dtstack.flinkx.db2.reader.Db2Reader; import com.dtstack.flinkx.db2.writer.Db2Writer; @@ -80,6 +81,7 @@ import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.streaming.api.CheckpointingMode; import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSource; import org.apache.flink.streaming.api.environment.CheckpointConfig; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.streaming.api.transformations.PartitionTransformation; @@ -124,8 +126,9 @@ public static void main(String[] args) throws Exception{ // conf.setString("metrics.reporter.promgateway.jobName","108job"); // conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); // conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); + conf.setString("rest.bind-port", "8888"); - String jobPath = "D:\\project\\dt-center-flinkx\\flinkx-test\\src\\main\\resources\\dev_test_job\\stream_hdfs.json"; + String jobPath = "D:\\project\\dt-center-flinkx\\flinkx-test\\src\\main\\resources\\dev_test_job\\stream_template.json"; JobExecutionResult result = LocalTest.runJob(new File(jobPath), confProperties, null); ResultPrintUtil.printResult(result); } @@ -144,23 +147,25 @@ public static JobExecutionResult runJob(File jobFile, Properties confProperties, public static JobExecutionResult runJob(String job, Properties confProperties, String savepointPath) throws Exception{ DataTransferConfig config = DataTransferConfig.parse(job); + SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); MyLocalStreamEnvironment env = new MyLocalStreamEnvironment(conf); openCheckpointConf(env, confProperties); - env.setParallelism(config.getJob().getSetting().getSpeed().getChannel()); + env.setParallelism(speedConfig.getChannel()); env.setRestartStrategy(RestartStrategies.noRestart()); DataReader reader = buildDataReader(config, env); DataStream dataStream = reader.readData(); + dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); - dataStream = new DataStream<>(dataStream.getExecutionEnvironment(), - new PartitionTransformation<>(dataStream.getTransformation(), - new DTRebalancePartitioner<>())); + if (speedConfig.isRebalance()) { + dataStream = dataStream.rebalance(); + } DataWriter writer = buildDataWriter(config); - writer.writeData(dataStream); + writer.writeData(dataStream).setParallelism(speedConfig.getWriterChannel()); if(StringUtils.isNotEmpty(savepointPath)){ env.setSettings(SavepointRestoreSettings.forPath(savepointPath)); diff --git a/flinkx-test/src/main/resources/dev_test_job/stream_template.json b/flinkx-test/src/main/resources/dev_test_job/stream_template.json index 5ead6d562c..4091dfa6ca 100644 --- a/flinkx-test/src/main/resources/dev_test_job/stream_template.json +++ b/flinkx-test/src/main/resources/dev_test_job/stream_template.json @@ -4,7 +4,7 @@ { "reader": { "parameter": { - "sliceRecordCount": ["1000"], + "sliceRecordCount": [1000,100], "column": [ { "name": "name", @@ -29,34 +29,7 @@ }, "writer": { "parameter": { - "print": true, - "column": [ - { - "name": "cf:name", - "type": "string" - }, - { - "name": "cf:age", - "type": "int" - }, - { - "name": "cf:father", - "type": "string" - }, - { - "name": "cf:adress", - "type": "string" - } - ], - "rowkeyColumn": "md5($(cf:name)_$(cf:father))", - "writeBufferSize": 0, - "table": "md5_test", - "sourceIds": [ - 371 - ], - "hbaseConfig": { - "hbase.zookeeper.quorum": "172.16.8.193:2181" - } + "print": true }, "name": "streamwriter" } @@ -68,7 +41,10 @@ }, "speed": { "bytes": 1048576, - "channel": 1 + "channel": 2, + "rebalance": false, + "readerChannel": 1, + "writerChannel": 1 } } } From 4ebbacfb7cee8a88292214dc3860e93c6b05c55d Mon Sep 17 00:00:00 2001 From: jiangbo Date: Mon, 23 Dec 2019 14:48:37 +0800 Subject: [PATCH 009/136] =?UTF-8?q?=E5=88=A0=E9=99=A4DtRebalancePartitione?= =?UTF-8?q?r?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../partitioner/DTRebalancePartitioner.java | 49 ------------------- 1 file changed, 49 deletions(-) delete mode 100644 flinkx-core/src/main/java/org/apache/flink/streaming/runtime/partitioner/DTRebalancePartitioner.java diff --git a/flinkx-core/src/main/java/org/apache/flink/streaming/runtime/partitioner/DTRebalancePartitioner.java b/flinkx-core/src/main/java/org/apache/flink/streaming/runtime/partitioner/DTRebalancePartitioner.java deleted file mode 100644 index 7708512292..0000000000 --- a/flinkx-core/src/main/java/org/apache/flink/streaming/runtime/partitioner/DTRebalancePartitioner.java +++ /dev/null @@ -1,49 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one or more - * contributor license agreements. See the NOTICE file distributed with - * this work for additional information regarding copyright ownership. - * The ASF licenses this file to You under the Apache License, Version 2.0 - * (the "License"); you may not use this file except in compliance with - * the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.streaming.runtime.partitioner; - -import org.apache.flink.annotation.Internal; -import org.apache.flink.runtime.plugable.SerializationDelegate; -import org.apache.flink.streaming.runtime.streamrecord.StreamRecord; -import org.apache.flink.types.Row; - -/** - * Rewrite the [DTRebalancePartitioner] to distribute data based on the channel specified in the data - * - * @param Type of the elements in the Stream being rebalanced - */ -@Internal -public class DTRebalancePartitioner extends StreamPartitioner { - private static final long serialVersionUID = 1L; - - @Override - public int selectChannel(SerializationDelegate> streamRecordSerializationDelegate) { - Row row = (Row) streamRecordSerializationDelegate.getInstance().getValue(); - return (Integer)row.getField(row.getArity() - 1); - } - - @Override - public StreamPartitioner copy() { - return this; - } - - @Override - public String toString() { - return "REBALANCE"; - } -} From 3bacaa16ccf23f22e916db97c942040ebdb1fbbd Mon Sep 17 00:00:00 2001 From: jiangbo Date: Fri, 17 Jan 2020 14:49:41 +0800 Subject: [PATCH 010/136] =?UTF-8?q?=E5=8E=BB=E6=8E=89=E5=A4=9A=E4=BD=99?= =?UTF-8?q?=E7=9A=84profiles?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-binlog/flinkx-binlog-reader/pom.xml | 19 ------------------- .../flinkx-carbondata-reader/pom.xml | 19 ------------------- .../flinkx-carbondata-writer/pom.xml | 19 ------------------- .../flinkx-cassandra-reader/pom.xml | 19 ------------------- .../flinkx-cassandra-writer/pom.xml | 19 ------------------- .../flinkx-clickhouse-reader/pom.xml | 19 ------------------- .../flinkx-clickhouse-writer/pom.xml | 18 ------------------ flinkx-core/pom.xml | 19 ------------------- flinkx-db2/flinkx-db2-reader/pom.xml | 19 ------------------- flinkx-db2/flinkx-db2-writer/pom.xml | 19 ------------------- flinkx-es/flinkx-es-reader/pom.xml | 19 ------------------- flinkx-es/flinkx-es-writer/pom.xml | 19 ------------------- flinkx-ftp/flinkx-ftp-reader/pom.xml | 19 ------------------- flinkx-ftp/flinkx-ftp-writer/pom.xml | 19 ------------------- flinkx-gbase/flinkx-gbase-reader/pom.xml | 19 ------------------- flinkx-gbase/flinkx-gbase-writer/pom.xml | 19 ------------------- flinkx-hbase/flinkx-hbase-reader/pom.xml | 19 ------------------- flinkx-hbase/flinkx-hbase-writer/pom.xml | 19 ------------------- flinkx-hdfs/flinkx-hdfs-reader/pom.xml | 19 ------------------- flinkx-hdfs/flinkx-hdfs-writer/pom.xml | 19 ------------------- flinkx-hive/flinkx-hive-writer/pom.xml | 19 ------------------- flinkx-kafka/flinkx-kafka-reader/pom.xml | 19 ------------------- flinkx-kafka/flinkx-kafka-writer/pom.xml | 19 ------------------- flinkx-kafka09/flinkx-kafka09-reader/pom.xml | 19 ------------------- flinkx-kafka09/flinkx-kafka09-writer/pom.xml | 19 ------------------- flinkx-kafka10/flinkx-kafka10-reader/pom.xml | 19 ------------------- flinkx-kafka10/flinkx-kafka10-writer/pom.xml | 19 ------------------- flinkx-kafka11/flinkx-kafka11-reader/pom.xml | 19 ------------------- flinkx-kafka11/flinkx-kafka11-writer/pom.xml | 19 ------------------- flinkx-kudu/flinkx-kudu-reader/pom.xml | 19 ------------------- flinkx-kudu/flinkx-kudu-writer/pom.xml | 19 ------------------- flinkx-mongodb/flinkx-mongodb-reader/pom.xml | 19 ------------------- flinkx-mongodb/flinkx-mongodb-writer/pom.xml | 19 ------------------- flinkx-mysql/flinkx-mysql-dreader/pom.xml | 19 ------------------- flinkx-mysql/flinkx-mysql-reader/pom.xml | 19 ------------------- flinkx-mysql/flinkx-mysql-writer/pom.xml | 19 ------------------- flinkx-odps/flinkx-odps-reader/pom.xml | 19 ------------------- flinkx-odps/flinkx-odps-writer/pom.xml | 19 ------------------- flinkx-oracle/flinkx-oracle-reader/pom.xml | 19 ------------------- flinkx-oracle/flinkx-oracle-writer/pom.xml | 19 ------------------- flinkx-phoenix/flinkx-phoenix-reader/pom.xml | 19 ------------------- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 19 ------------------- flinkx-polardb/flinkx-polardb-dreader/pom.xml | 19 ------------------- flinkx-polardb/flinkx-polardb-reader/pom.xml | 19 ------------------- flinkx-polardb/flinkx-polardb-writer/pom.xml | 19 ------------------- .../flinkx-postgresql-reader/pom.xml | 19 ------------------- .../flinkx-postgresql-writer/pom.xml | 19 ------------------- flinkx-rdb/flinkx-rdb-core/pom.xml | 19 ------------------- flinkx-rdb/flinkx-rdb-reader/pom.xml | 19 ------------------- flinkx-rdb/flinkx-rdb-writer/pom.xml | 19 ------------------- flinkx-redis/flinkx-redis-writer/pom.xml | 19 ------------------- flinkx-saphana/flinkx-saphana-reader/pom.xml | 19 ------------------- flinkx-saphana/flinkx-saphana-writer/pom.xml | 19 ------------------- .../flinkx-sqlserver-reader/pom.xml | 19 ------------------- .../flinkx-sqlserver-writer/pom.xml | 19 ------------------- flinkx-stream/flinkx-stream-reader/pom.xml | 19 ------------------- flinkx-stream/flinkx-stream-writer/pom.xml | 19 ------------------- .../flinkx-teradata-reader/pom.xml | 19 ------------------- .../flinkx-teradata-writer/pom.xml | 19 ------------------- pom.xml | 19 +++++++++++++++++++ 60 files changed, 19 insertions(+), 1120 deletions(-) diff --git a/flinkx-binlog/flinkx-binlog-reader/pom.xml b/flinkx-binlog/flinkx-binlog-reader/pom.xml index b66b1763b6..92d2bdfff1 100644 --- a/flinkx-binlog/flinkx-binlog-reader/pom.xml +++ b/flinkx-binlog/flinkx-binlog-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-binlog-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml index 745e658df1..049e4f4d96 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-carbondata-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml index fbb753c19d..9f7b556146 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-carbondata-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - diff --git a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml index 87fdc3a59b..2189e1fe07 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-cassandra-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - flinkx-cassandra-core diff --git a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml index e6f3c9fedd..aaa690b80a 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-cassandra-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - flinkx-cassandra-core diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml index 5612533733..59f71729b8 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-clickhouse-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml index 827dfefd09..6f02526c41 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml @@ -11,24 +11,6 @@ flinkx-clickhouse-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - com.dtstack.flinkx diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 9ca940db42..fb12988d0a 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -16,25 +16,6 @@ ${basedir}/../dev - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - diff --git a/flinkx-db2/flinkx-db2-reader/pom.xml b/flinkx-db2/flinkx-db2-reader/pom.xml index 308214bc89..b218614f3d 100644 --- a/flinkx-db2/flinkx-db2-reader/pom.xml +++ b/flinkx-db2/flinkx-db2-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-db2-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-db2/flinkx-db2-writer/pom.xml b/flinkx-db2/flinkx-db2-writer/pom.xml index e2e21ccd7a..16439de9e9 100644 --- a/flinkx-db2/flinkx-db2-writer/pom.xml +++ b/flinkx-db2/flinkx-db2-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-db2-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-es/flinkx-es-reader/pom.xml b/flinkx-es/flinkx-es-reader/pom.xml index 4a79bd74d5..87a9e3ac2f 100644 --- a/flinkx-es/flinkx-es-reader/pom.xml +++ b/flinkx-es/flinkx-es-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-es-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-es/flinkx-es-writer/pom.xml b/flinkx-es/flinkx-es-writer/pom.xml index 44fc10cf22..52582620ba 100644 --- a/flinkx-es/flinkx-es-writer/pom.xml +++ b/flinkx-es/flinkx-es-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-es-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-ftp/flinkx-ftp-reader/pom.xml b/flinkx-ftp/flinkx-ftp-reader/pom.xml index 7220295099..e6c22653f6 100644 --- a/flinkx-ftp/flinkx-ftp-reader/pom.xml +++ b/flinkx-ftp/flinkx-ftp-reader/pom.xml @@ -29,25 +29,6 @@ under the License. flinkx-ftp-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-ftp/flinkx-ftp-writer/pom.xml b/flinkx-ftp/flinkx-ftp-writer/pom.xml index 0b9da3aed2..c30c8c36f8 100644 --- a/flinkx-ftp/flinkx-ftp-writer/pom.xml +++ b/flinkx-ftp/flinkx-ftp-writer/pom.xml @@ -29,25 +29,6 @@ under the License. flinkx-ftp-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-gbase/flinkx-gbase-reader/pom.xml b/flinkx-gbase/flinkx-gbase-reader/pom.xml index 3929ebd1d5..130a443848 100644 --- a/flinkx-gbase/flinkx-gbase-reader/pom.xml +++ b/flinkx-gbase/flinkx-gbase-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-gbase-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-gbase/flinkx-gbase-writer/pom.xml b/flinkx-gbase/flinkx-gbase-writer/pom.xml index f08d51679f..b358851a8a 100644 --- a/flinkx-gbase/flinkx-gbase-writer/pom.xml +++ b/flinkx-gbase/flinkx-gbase-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-gbase-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-hbase/flinkx-hbase-reader/pom.xml b/flinkx-hbase/flinkx-hbase-reader/pom.xml index 0168798c6d..eabd9bc5fc 100644 --- a/flinkx-hbase/flinkx-hbase-reader/pom.xml +++ b/flinkx-hbase/flinkx-hbase-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-hbase-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-hbase/flinkx-hbase-writer/pom.xml b/flinkx-hbase/flinkx-hbase-writer/pom.xml index b8a7405634..e42ba78911 100644 --- a/flinkx-hbase/flinkx-hbase-writer/pom.xml +++ b/flinkx-hbase/flinkx-hbase-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-hbase-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml index 4dc670de03..22290ecd32 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml @@ -33,25 +33,6 @@ under the License. 1.1.1 - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml index 9da5618b4d..724f008d39 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml @@ -33,25 +33,6 @@ under the License. 1.1.1 - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-hive/flinkx-hive-writer/pom.xml b/flinkx-hive/flinkx-hive-writer/pom.xml index 934b88dedc..8d72d77a91 100644 --- a/flinkx-hive/flinkx-hive-writer/pom.xml +++ b/flinkx-hive/flinkx-hive-writer/pom.xml @@ -33,25 +33,6 @@ under the License. 1.1.1 - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kafka/flinkx-kafka-reader/pom.xml b/flinkx-kafka/flinkx-kafka-reader/pom.xml index d11f27dfb3..54524522db 100644 --- a/flinkx-kafka/flinkx-kafka-reader/pom.xml +++ b/flinkx-kafka/flinkx-kafka-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-kafka-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kafka/flinkx-kafka-writer/pom.xml b/flinkx-kafka/flinkx-kafka-writer/pom.xml index 322aa0438c..dcecdc9a8c 100644 --- a/flinkx-kafka/flinkx-kafka-writer/pom.xml +++ b/flinkx-kafka/flinkx-kafka-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-kafka-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml index cd837a3823..b796ff0e54 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-kafka09-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml index fa5388537f..c9f84fd189 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-kafka09-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml index 3aaef5c20a..215692f520 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-kafka10-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml index 980d894acb..10e2b5a9d5 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-kafka10-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml index 005d4bfd13..f8f128f115 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-kafka11-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml index 83377e8a33..8c7dd607fb 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-kafka11-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kudu/flinkx-kudu-reader/pom.xml b/flinkx-kudu/flinkx-kudu-reader/pom.xml index b9f7f0461b..aaf24473f6 100644 --- a/flinkx-kudu/flinkx-kudu-reader/pom.xml +++ b/flinkx-kudu/flinkx-kudu-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-kudu-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-kudu/flinkx-kudu-writer/pom.xml b/flinkx-kudu/flinkx-kudu-writer/pom.xml index ad18666160..1694c091cb 100644 --- a/flinkx-kudu/flinkx-kudu-writer/pom.xml +++ b/flinkx-kudu/flinkx-kudu-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-kudu-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml index 0c619147df..634ec94d3d 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-mongodb-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - flinkx-mongodb-core diff --git a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml index 5f29eea84e..fe75c7d638 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-mongodb-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - flinkx-mongodb-core diff --git a/flinkx-mysql/flinkx-mysql-dreader/pom.xml b/flinkx-mysql/flinkx-mysql-dreader/pom.xml index f454098a29..22749ca413 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-dreader/pom.xml @@ -11,25 +11,6 @@ flinkx-mysql-dreader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-mysql/flinkx-mysql-reader/pom.xml b/flinkx-mysql/flinkx-mysql-reader/pom.xml index 7e99496671..93ef066baf 100644 --- a/flinkx-mysql/flinkx-mysql-reader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-mysql-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-mysql/flinkx-mysql-writer/pom.xml b/flinkx-mysql/flinkx-mysql-writer/pom.xml index 9ac6ad473d..74144d03da 100644 --- a/flinkx-mysql/flinkx-mysql-writer/pom.xml +++ b/flinkx-mysql/flinkx-mysql-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-mysql-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-odps/flinkx-odps-reader/pom.xml b/flinkx-odps/flinkx-odps-reader/pom.xml index 325c89bb0c..502a3e49c6 100644 --- a/flinkx-odps/flinkx-odps-reader/pom.xml +++ b/flinkx-odps/flinkx-odps-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-odps-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-odps/flinkx-odps-writer/pom.xml b/flinkx-odps/flinkx-odps-writer/pom.xml index ed4792abb3..fff64aa370 100644 --- a/flinkx-odps/flinkx-odps-writer/pom.xml +++ b/flinkx-odps/flinkx-odps-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-odps-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-oracle/flinkx-oracle-reader/pom.xml b/flinkx-oracle/flinkx-oracle-reader/pom.xml index 0cea76d018..f6266b7790 100644 --- a/flinkx-oracle/flinkx-oracle-reader/pom.xml +++ b/flinkx-oracle/flinkx-oracle-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-oracle-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-oracle/flinkx-oracle-writer/pom.xml b/flinkx-oracle/flinkx-oracle-writer/pom.xml index f351dffb9a..4225dfe259 100644 --- a/flinkx-oracle/flinkx-oracle-writer/pom.xml +++ b/flinkx-oracle/flinkx-oracle-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-oracle-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml index e86a03ae6f..25c7e13f35 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-phoenix-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index 3b2e162b3b..1d5c2d519e 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-phoenix-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-polardb/flinkx-polardb-dreader/pom.xml b/flinkx-polardb/flinkx-polardb-dreader/pom.xml index 3945dabfe6..b8c6dd6cc0 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-dreader/pom.xml @@ -11,25 +11,6 @@ flinkx-polardb-dreader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-polardb/flinkx-polardb-reader/pom.xml b/flinkx-polardb/flinkx-polardb-reader/pom.xml index 41a16f01ea..a8a4349fe5 100644 --- a/flinkx-polardb/flinkx-polardb-reader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-polardb-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-polardb/flinkx-polardb-writer/pom.xml b/flinkx-polardb/flinkx-polardb-writer/pom.xml index 00f985cc75..f0994e59e2 100644 --- a/flinkx-polardb/flinkx-polardb-writer/pom.xml +++ b/flinkx-polardb/flinkx-polardb-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-polardb-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml index a72d22c37a..068c9dbca4 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-postgresql-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml index e525990250..ec0f4f5d7d 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-postgresql-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-rdb/flinkx-rdb-core/pom.xml b/flinkx-rdb/flinkx-rdb-core/pom.xml index dd85947710..2229658781 100644 --- a/flinkx-rdb/flinkx-rdb-core/pom.xml +++ b/flinkx-rdb/flinkx-rdb-core/pom.xml @@ -11,25 +11,6 @@ jar flinkx-rdb-core - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - diff --git a/flinkx-rdb/flinkx-rdb-reader/pom.xml b/flinkx-rdb/flinkx-rdb-reader/pom.xml index 90746ad5e5..fc9ab2ab04 100644 --- a/flinkx-rdb/flinkx-rdb-reader/pom.xml +++ b/flinkx-rdb/flinkx-rdb-reader/pom.xml @@ -11,25 +11,6 @@ jar flinkx-rdb-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-rdb/flinkx-rdb-writer/pom.xml b/flinkx-rdb/flinkx-rdb-writer/pom.xml index 6b03b475dc..fcbfbe90be 100644 --- a/flinkx-rdb/flinkx-rdb-writer/pom.xml +++ b/flinkx-rdb/flinkx-rdb-writer/pom.xml @@ -11,25 +11,6 @@ jar flinkx-rdb-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-redis/flinkx-redis-writer/pom.xml b/flinkx-redis/flinkx-redis-writer/pom.xml index e4ba1feae2..724afc3255 100644 --- a/flinkx-redis/flinkx-redis-writer/pom.xml +++ b/flinkx-redis/flinkx-redis-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-redis-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-saphana/flinkx-saphana-reader/pom.xml b/flinkx-saphana/flinkx-saphana-reader/pom.xml index b5aceaddff..c707bbf2ea 100644 --- a/flinkx-saphana/flinkx-saphana-reader/pom.xml +++ b/flinkx-saphana/flinkx-saphana-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-saphana-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml index 925b47ab5f..1ded9f5ae9 100644 --- a/flinkx-saphana/flinkx-saphana-writer/pom.xml +++ b/flinkx-saphana/flinkx-saphana-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-saphana-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml index d32884f8e5..123f212527 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-sqlserver-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml index 7048bfbb4e..e04a6800d8 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-sqlserver-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-stream/flinkx-stream-reader/pom.xml b/flinkx-stream/flinkx-stream-reader/pom.xml index 6ede84f510..d31208c4e5 100644 --- a/flinkx-stream/flinkx-stream-reader/pom.xml +++ b/flinkx-stream/flinkx-stream-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-stream-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.github.jsonzou diff --git a/flinkx-stream/flinkx-stream-writer/pom.xml b/flinkx-stream/flinkx-stream-writer/pom.xml index d6fbca5e7a..25c9e4ce01 100644 --- a/flinkx-stream/flinkx-stream-writer/pom.xml +++ b/flinkx-stream/flinkx-stream-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-stream-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - diff --git a/flinkx-teradata/flinkx-teradata-reader/pom.xml b/flinkx-teradata/flinkx-teradata-reader/pom.xml index 2f572d102a..d829918213 100644 --- a/flinkx-teradata/flinkx-teradata-reader/pom.xml +++ b/flinkx-teradata/flinkx-teradata-reader/pom.xml @@ -11,25 +11,6 @@ flinkx-teradata-reader - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/flinkx-teradata/flinkx-teradata-writer/pom.xml b/flinkx-teradata/flinkx-teradata-writer/pom.xml index 4101bf741e..c9c8d937e2 100644 --- a/flinkx-teradata/flinkx-teradata-writer/pom.xml +++ b/flinkx-teradata/flinkx-teradata-writer/pom.xml @@ -11,25 +11,6 @@ flinkx-teradata-writer - - - dev - - ${package.name} - - - true - - - - - release - - release - - - - com.dtstack.flinkx diff --git a/pom.xml b/pom.xml index 4dafd7b4a0..0f640a0366 100644 --- a/pom.xml +++ b/pom.xml @@ -114,6 +114,25 @@ + + + dev + + ${git.branch} + + + true + + + + + release + + release + + + + From 874fe97e362284282ce54a022ea8a12089719f3f Mon Sep 17 00:00:00 2001 From: jiangbo Date: Fri, 17 Jan 2020 15:52:36 +0800 Subject: [PATCH 011/136] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E5=8C=85=E5=90=8D?= =?UTF-8?q?=E7=A7=B0=E7=94=9F=E6=88=90=E8=A7=84=E5=88=99?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-binlog/flinkx-binlog-reader/pom.xml | 2 +- flinkx-carbondata/flinkx-carbondata-reader/pom.xml | 2 +- flinkx-carbondata/flinkx-carbondata-writer/pom.xml | 2 +- flinkx-cassandra/flinkx-cassandra-reader/pom.xml | 2 +- flinkx-cassandra/flinkx-cassandra-writer/pom.xml | 2 +- flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml | 2 +- flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml | 2 +- flinkx-core/pom.xml | 2 +- flinkx-db2/flinkx-db2-reader/pom.xml | 2 +- flinkx-db2/flinkx-db2-writer/pom.xml | 2 +- flinkx-es/flinkx-es-reader/pom.xml | 2 +- flinkx-es/flinkx-es-writer/pom.xml | 2 +- flinkx-ftp/flinkx-ftp-reader/pom.xml | 2 +- flinkx-ftp/flinkx-ftp-writer/pom.xml | 2 +- flinkx-gbase/flinkx-gbase-reader/pom.xml | 2 +- flinkx-gbase/flinkx-gbase-writer/pom.xml | 2 +- flinkx-hbase/flinkx-hbase-reader/pom.xml | 2 +- flinkx-hbase/flinkx-hbase-writer/pom.xml | 2 +- flinkx-hdfs/flinkx-hdfs-reader/pom.xml | 2 +- flinkx-hdfs/flinkx-hdfs-writer/pom.xml | 2 +- flinkx-hive/flinkx-hive-writer/pom.xml | 2 +- flinkx-kafka/flinkx-kafka-reader/pom.xml | 2 +- flinkx-kafka/flinkx-kafka-writer/pom.xml | 2 +- flinkx-kafka09/flinkx-kafka09-reader/pom.xml | 2 +- flinkx-kafka09/flinkx-kafka09-writer/pom.xml | 2 +- flinkx-kafka10/flinkx-kafka10-reader/pom.xml | 2 +- flinkx-kafka10/flinkx-kafka10-writer/pom.xml | 2 +- flinkx-kafka11/flinkx-kafka11-reader/pom.xml | 2 +- flinkx-kafka11/flinkx-kafka11-writer/pom.xml | 2 +- flinkx-kudu/flinkx-kudu-reader/pom.xml | 2 +- flinkx-kudu/flinkx-kudu-writer/pom.xml | 2 +- flinkx-mongodb/flinkx-mongodb-reader/pom.xml | 2 +- flinkx-mongodb/flinkx-mongodb-writer/pom.xml | 2 +- flinkx-mysql/flinkx-mysql-dreader/pom.xml | 2 +- flinkx-mysql/flinkx-mysql-reader/pom.xml | 2 +- flinkx-mysql/flinkx-mysql-writer/pom.xml | 2 +- flinkx-odps/flinkx-odps-reader/pom.xml | 2 +- flinkx-odps/flinkx-odps-writer/pom.xml | 2 +- flinkx-oracle/flinkx-oracle-reader/pom.xml | 2 +- flinkx-oracle/flinkx-oracle-writer/pom.xml | 2 +- flinkx-phoenix/flinkx-phoenix-reader/pom.xml | 2 +- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 2 +- flinkx-polardb/flinkx-polardb-dreader/pom.xml | 2 +- flinkx-polardb/flinkx-polardb-reader/pom.xml | 2 +- flinkx-polardb/flinkx-polardb-writer/pom.xml | 2 +- flinkx-postgresql/flinkx-postgresql-reader/pom.xml | 2 +- flinkx-postgresql/flinkx-postgresql-writer/pom.xml | 2 +- flinkx-rdb/flinkx-rdb-core/pom.xml | 2 +- flinkx-rdb/flinkx-rdb-reader/pom.xml | 2 +- flinkx-rdb/flinkx-rdb-writer/pom.xml | 2 +- flinkx-redis/flinkx-redis-writer/pom.xml | 2 +- flinkx-saphana/flinkx-saphana-reader/pom.xml | 2 +- flinkx-saphana/flinkx-saphana-writer/pom.xml | 2 +- flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml | 2 +- flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml | 2 +- flinkx-stream/flinkx-stream-reader/pom.xml | 2 +- flinkx-stream/flinkx-stream-writer/pom.xml | 2 +- flinkx-teradata/flinkx-teradata-reader/pom.xml | 2 +- flinkx-teradata/flinkx-teradata-writer/pom.xml | 2 +- pom.xml | 3 ++- 60 files changed, 61 insertions(+), 60 deletions(-) diff --git a/flinkx-binlog/flinkx-binlog-reader/pom.xml b/flinkx-binlog/flinkx-binlog-reader/pom.xml index 92d2bdfff1..8b9da7db64 100644 --- a/flinkx-binlog/flinkx-binlog-reader/pom.xml +++ b/flinkx-binlog/flinkx-binlog-reader/pom.xml @@ -67,7 +67,7 @@ + tofile="${basedir}/../../plugins/binlogreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml index 049e4f4d96..111fc621c3 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml @@ -89,7 +89,7 @@ + tofile="${basedir}/../../plugins/carbondatareader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml index 9f7b556146..d902b905c6 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml @@ -92,7 +92,7 @@ + tofile="${basedir}/../../plugins/carbondatawriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml index 2189e1fe07..feca24f0f9 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml @@ -84,7 +84,7 @@ + tofile="${basedir}/../../plugins/cassandrareader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml index aaa690b80a..565ef3ca4f 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml @@ -84,7 +84,7 @@ + tofile="${basedir}/../../plugins/cassandrawriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml index 59f71729b8..01d798e35d 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml @@ -79,7 +79,7 @@ + tofile="${basedir}/../../plugins/clickhousereader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml index 6f02526c41..94e72635a6 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml @@ -79,7 +79,7 @@ + tofile="${basedir}/../../plugins/clickhousewriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 7925159670..1f58cadfc5 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -227,7 +227,7 @@ + tofile="${basedir}/../plugins/flinkx-${package.name}.jar" /> diff --git a/flinkx-db2/flinkx-db2-reader/pom.xml b/flinkx-db2/flinkx-db2-reader/pom.xml index b218614f3d..6a6f40a2c7 100644 --- a/flinkx-db2/flinkx-db2-reader/pom.xml +++ b/flinkx-db2/flinkx-db2-reader/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../plugins/db2reader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-db2/flinkx-db2-writer/pom.xml b/flinkx-db2/flinkx-db2-writer/pom.xml index 16439de9e9..2ff75d22e0 100644 --- a/flinkx-db2/flinkx-db2-writer/pom.xml +++ b/flinkx-db2/flinkx-db2-writer/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../plugins/db2writer/${project.name}-${package.name}.jar" /> diff --git a/flinkx-es/flinkx-es-reader/pom.xml b/flinkx-es/flinkx-es-reader/pom.xml index 87a9e3ac2f..227dc25d10 100644 --- a/flinkx-es/flinkx-es-reader/pom.xml +++ b/flinkx-es/flinkx-es-reader/pom.xml @@ -77,7 +77,7 @@ + tofile="${basedir}/../../plugins/esreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-es/flinkx-es-writer/pom.xml b/flinkx-es/flinkx-es-writer/pom.xml index 52582620ba..1cdfab73fb 100644 --- a/flinkx-es/flinkx-es-writer/pom.xml +++ b/flinkx-es/flinkx-es-writer/pom.xml @@ -78,7 +78,7 @@ + tofile="${basedir}/../../plugins/eswriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-ftp/flinkx-ftp-reader/pom.xml b/flinkx-ftp/flinkx-ftp-reader/pom.xml index e6c22653f6..1771055c60 100644 --- a/flinkx-ftp/flinkx-ftp-reader/pom.xml +++ b/flinkx-ftp/flinkx-ftp-reader/pom.xml @@ -95,7 +95,7 @@ under the License. + tofile="${basedir}/../../plugins/ftpreader/${project.name}-${package.name}.jar"/> diff --git a/flinkx-ftp/flinkx-ftp-writer/pom.xml b/flinkx-ftp/flinkx-ftp-writer/pom.xml index c30c8c36f8..61d8ffaede 100644 --- a/flinkx-ftp/flinkx-ftp-writer/pom.xml +++ b/flinkx-ftp/flinkx-ftp-writer/pom.xml @@ -96,7 +96,7 @@ under the License. + tofile="${basedir}/../../plugins/ftpwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-gbase/flinkx-gbase-reader/pom.xml b/flinkx-gbase/flinkx-gbase-reader/pom.xml index 130a443848..3082049696 100644 --- a/flinkx-gbase/flinkx-gbase-reader/pom.xml +++ b/flinkx-gbase/flinkx-gbase-reader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/gbasereader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-gbase/flinkx-gbase-writer/pom.xml b/flinkx-gbase/flinkx-gbase-writer/pom.xml index b358851a8a..da6f21b4a2 100644 --- a/flinkx-gbase/flinkx-gbase-writer/pom.xml +++ b/flinkx-gbase/flinkx-gbase-writer/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/gbasewriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-hbase/flinkx-hbase-reader/pom.xml b/flinkx-hbase/flinkx-hbase-reader/pom.xml index eabd9bc5fc..17a89795f9 100644 --- a/flinkx-hbase/flinkx-hbase-reader/pom.xml +++ b/flinkx-hbase/flinkx-hbase-reader/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../plugins/hbasereader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-hbase/flinkx-hbase-writer/pom.xml b/flinkx-hbase/flinkx-hbase-writer/pom.xml index e42ba78911..4ffdceb800 100644 --- a/flinkx-hbase/flinkx-hbase-writer/pom.xml +++ b/flinkx-hbase/flinkx-hbase-writer/pom.xml @@ -79,7 +79,7 @@ + tofile="${basedir}/../../plugins/hbasewriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml index 22290ecd32..f6d0dbdcc8 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml @@ -122,7 +122,7 @@ under the License. + tofile="${basedir}/../../plugins/hdfsreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml index 724f008d39..a94f74c9f9 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml @@ -123,7 +123,7 @@ under the License. + tofile="${basedir}/../../plugins/hdfswriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-hive/flinkx-hive-writer/pom.xml b/flinkx-hive/flinkx-hive-writer/pom.xml index 8d72d77a91..087e91c179 100644 --- a/flinkx-hive/flinkx-hive-writer/pom.xml +++ b/flinkx-hive/flinkx-hive-writer/pom.xml @@ -117,7 +117,7 @@ under the License. + tofile="${basedir}/../../plugins/hivewriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-kafka/flinkx-kafka-reader/pom.xml b/flinkx-kafka/flinkx-kafka-reader/pom.xml index 54524522db..8c7db9a4ca 100644 --- a/flinkx-kafka/flinkx-kafka-reader/pom.xml +++ b/flinkx-kafka/flinkx-kafka-reader/pom.xml @@ -57,7 +57,7 @@ + tofile="${basedir}/../../plugins/kafkareader/${project.name}-${package.name}.jar"/> diff --git a/flinkx-kafka/flinkx-kafka-writer/pom.xml b/flinkx-kafka/flinkx-kafka-writer/pom.xml index dcecdc9a8c..de09a7ff33 100644 --- a/flinkx-kafka/flinkx-kafka-writer/pom.xml +++ b/flinkx-kafka/flinkx-kafka-writer/pom.xml @@ -57,7 +57,7 @@ + tofile="${basedir}/../../plugins/kafkawriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml index b796ff0e54..3fc1bc8ed2 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml @@ -76,7 +76,7 @@ + tofile="${basedir}/../../plugins/kafka09reader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml index c9f84fd189..09773a6367 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml @@ -76,7 +76,7 @@ + tofile="${basedir}/../../plugins/kafka09writer/${project.name}-${package.name}.jar" /> diff --git a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml index 215692f520..3f5737c23a 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml @@ -86,7 +86,7 @@ + tofile="${basedir}/../../plugins/kafka10reader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml index 10e2b5a9d5..d262c81ba1 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml @@ -86,7 +86,7 @@ + tofile="${basedir}/../../plugins/kafka10writer/${project.name}-${package.name}.jar" /> diff --git a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml index f8f128f115..6b3f443be8 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml @@ -86,7 +86,7 @@ + tofile="${basedir}/../../plugins/kafka11reader/${project.name}-${package.name}.jar"/> diff --git a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml index 8c7dd607fb..a0e8344146 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml @@ -86,7 +86,7 @@ + tofile="${basedir}/../../plugins/kafka11writer/${project.name}-${package.name}.jar" /> diff --git a/flinkx-kudu/flinkx-kudu-reader/pom.xml b/flinkx-kudu/flinkx-kudu-reader/pom.xml index aaf24473f6..c8a99fea22 100644 --- a/flinkx-kudu/flinkx-kudu-reader/pom.xml +++ b/flinkx-kudu/flinkx-kudu-reader/pom.xml @@ -77,7 +77,7 @@ + tofile="${basedir}/../../plugins/kudureader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-kudu/flinkx-kudu-writer/pom.xml b/flinkx-kudu/flinkx-kudu-writer/pom.xml index 1694c091cb..742fae63ab 100644 --- a/flinkx-kudu/flinkx-kudu-writer/pom.xml +++ b/flinkx-kudu/flinkx-kudu-writer/pom.xml @@ -77,7 +77,7 @@ + tofile="${basedir}/../../plugins/kuduwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml index 634ec94d3d..09814f6c3f 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml @@ -84,7 +84,7 @@ + tofile="${basedir}/../../plugins/mongodbreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml index fe75c7d638..1d81ef36ef 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml @@ -84,7 +84,7 @@ + tofile="${basedir}/../../plugins/mongodbwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-mysql/flinkx-mysql-dreader/pom.xml b/flinkx-mysql/flinkx-mysql-dreader/pom.xml index 22749ca413..047e273350 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-dreader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/mysqldreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-mysql/flinkx-mysql-reader/pom.xml b/flinkx-mysql/flinkx-mysql-reader/pom.xml index 93ef066baf..8856cdf063 100644 --- a/flinkx-mysql/flinkx-mysql-reader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-reader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/mysqlreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-mysql/flinkx-mysql-writer/pom.xml b/flinkx-mysql/flinkx-mysql-writer/pom.xml index 74144d03da..82e3aa55c4 100644 --- a/flinkx-mysql/flinkx-mysql-writer/pom.xml +++ b/flinkx-mysql/flinkx-mysql-writer/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/mysqlwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-odps/flinkx-odps-reader/pom.xml b/flinkx-odps/flinkx-odps-reader/pom.xml index 502a3e49c6..866fd622fe 100644 --- a/flinkx-odps/flinkx-odps-reader/pom.xml +++ b/flinkx-odps/flinkx-odps-reader/pom.xml @@ -74,7 +74,7 @@ + tofile="${basedir}/../../plugins/odpsreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-odps/flinkx-odps-writer/pom.xml b/flinkx-odps/flinkx-odps-writer/pom.xml index fff64aa370..b268bf43b1 100644 --- a/flinkx-odps/flinkx-odps-writer/pom.xml +++ b/flinkx-odps/flinkx-odps-writer/pom.xml @@ -79,7 +79,7 @@ + tofile="${basedir}/../../plugins/odpswriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-oracle/flinkx-oracle-reader/pom.xml b/flinkx-oracle/flinkx-oracle-reader/pom.xml index f6266b7790..52ff1880be 100644 --- a/flinkx-oracle/flinkx-oracle-reader/pom.xml +++ b/flinkx-oracle/flinkx-oracle-reader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/oraclereader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-oracle/flinkx-oracle-writer/pom.xml b/flinkx-oracle/flinkx-oracle-writer/pom.xml index 4225dfe259..c6fc7b4e2b 100644 --- a/flinkx-oracle/flinkx-oracle-writer/pom.xml +++ b/flinkx-oracle/flinkx-oracle-writer/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../plugins/oraclewriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml index 25c7e13f35..3222b8b594 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/phoenixreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index 1d5c2d519e..6bd30a5c65 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/phoenixwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-polardb/flinkx-polardb-dreader/pom.xml b/flinkx-polardb/flinkx-polardb-dreader/pom.xml index b8c6dd6cc0..2ca84a4c71 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-dreader/pom.xml @@ -74,7 +74,7 @@ + tofile="${basedir}/../../plugins/polardbdreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-polardb/flinkx-polardb-reader/pom.xml b/flinkx-polardb/flinkx-polardb-reader/pom.xml index a8a4349fe5..8c8befae80 100644 --- a/flinkx-polardb/flinkx-polardb-reader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-reader/pom.xml @@ -74,7 +74,7 @@ + tofile="${basedir}/../../plugins/polardbreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-polardb/flinkx-polardb-writer/pom.xml b/flinkx-polardb/flinkx-polardb-writer/pom.xml index f0994e59e2..7e78f53d22 100644 --- a/flinkx-polardb/flinkx-polardb-writer/pom.xml +++ b/flinkx-polardb/flinkx-polardb-writer/pom.xml @@ -74,7 +74,7 @@ + tofile="${basedir}/../../plugins/polardbwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml index 068c9dbca4..f103f55d85 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../plugins/postgresqlreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml index ec0f4f5d7d..2264b0dddb 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/postgresqlwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-rdb/flinkx-rdb-core/pom.xml b/flinkx-rdb/flinkx-rdb-core/pom.xml index 2229658781..fefc94f1e1 100644 --- a/flinkx-rdb/flinkx-rdb-core/pom.xml +++ b/flinkx-rdb/flinkx-rdb-core/pom.xml @@ -32,7 +32,7 @@ + tofile="${basedir}/../../plugins/common/${project.name}-${package.name}.jar"/> diff --git a/flinkx-rdb/flinkx-rdb-reader/pom.xml b/flinkx-rdb/flinkx-rdb-reader/pom.xml index fc9ab2ab04..82c83d5493 100644 --- a/flinkx-rdb/flinkx-rdb-reader/pom.xml +++ b/flinkx-rdb/flinkx-rdb-reader/pom.xml @@ -41,7 +41,7 @@ + tofile="${basedir}/../../plugins/common/${project.name}-${package.name}.jar"/> diff --git a/flinkx-rdb/flinkx-rdb-writer/pom.xml b/flinkx-rdb/flinkx-rdb-writer/pom.xml index fcbfbe90be..e286d72d92 100644 --- a/flinkx-rdb/flinkx-rdb-writer/pom.xml +++ b/flinkx-rdb/flinkx-rdb-writer/pom.xml @@ -41,7 +41,7 @@ + tofile="${basedir}/../../plugins/common/${project.name}-${package.name}.jar"/> diff --git a/flinkx-redis/flinkx-redis-writer/pom.xml b/flinkx-redis/flinkx-redis-writer/pom.xml index 724afc3255..4a92436c6b 100644 --- a/flinkx-redis/flinkx-redis-writer/pom.xml +++ b/flinkx-redis/flinkx-redis-writer/pom.xml @@ -84,7 +84,7 @@ + tofile="${basedir}/../../plugins/rediswriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-saphana/flinkx-saphana-reader/pom.xml b/flinkx-saphana/flinkx-saphana-reader/pom.xml index c707bbf2ea..ba9e5c4375 100644 --- a/flinkx-saphana/flinkx-saphana-reader/pom.xml +++ b/flinkx-saphana/flinkx-saphana-reader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/saphanareader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml index 1ded9f5ae9..8c19fad040 100644 --- a/flinkx-saphana/flinkx-saphana-writer/pom.xml +++ b/flinkx-saphana/flinkx-saphana-writer/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/saphanawriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml index 123f212527..7300b9251f 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../plugins/sqlserverreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml index e04a6800d8..e4f6ed9b36 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../plugins/sqlserverwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-stream/flinkx-stream-reader/pom.xml b/flinkx-stream/flinkx-stream-reader/pom.xml index d31208c4e5..d2dfa853cc 100644 --- a/flinkx-stream/flinkx-stream-reader/pom.xml +++ b/flinkx-stream/flinkx-stream-reader/pom.xml @@ -73,7 +73,7 @@ + tofile="${basedir}/../../plugins/streamreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-stream/flinkx-stream-writer/pom.xml b/flinkx-stream/flinkx-stream-writer/pom.xml index 25c9e4ce01..f106065763 100644 --- a/flinkx-stream/flinkx-stream-writer/pom.xml +++ b/flinkx-stream/flinkx-stream-writer/pom.xml @@ -69,7 +69,7 @@ + tofile="${basedir}/../../plugins/streamwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-teradata/flinkx-teradata-reader/pom.xml b/flinkx-teradata/flinkx-teradata-reader/pom.xml index d829918213..44cc030d1f 100644 --- a/flinkx-teradata/flinkx-teradata-reader/pom.xml +++ b/flinkx-teradata/flinkx-teradata-reader/pom.xml @@ -96,7 +96,7 @@ + tofile="${basedir}/../../plugins/teradatareader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-teradata/flinkx-teradata-writer/pom.xml b/flinkx-teradata/flinkx-teradata-writer/pom.xml index c9c8d937e2..bd44533374 100644 --- a/flinkx-teradata/flinkx-teradata-writer/pom.xml +++ b/flinkx-teradata/flinkx-teradata-writer/pom.xml @@ -96,7 +96,7 @@ + tofile="${basedir}/../../plugins/teradatawriter/${project.name}-${package.name}.jar" /> diff --git a/pom.xml b/pom.xml index 0f640a0366..72128c0879 100644 --- a/pom.xml +++ b/pom.xml @@ -51,6 +51,7 @@ 1.8.1 2.7.3 ${basedir}/dev + 1.8.4_rc0 @@ -128,7 +129,7 @@ release - release + ${projectVersion} From a9fdb052d6a8452ad49b5a49321770e4f53205dc Mon Sep 17 00:00:00 2001 From: jiangbo Date: Fri, 17 Jan 2020 16:47:30 +0800 Subject: [PATCH 012/136] =?UTF-8?q?=E6=89=93=E5=8C=85=E5=89=8Dinstall?= =?UTF-8?q?=E9=83=A8=E5=88=86=E9=A9=B1=E5=8A=A8=E5=8C=85?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- bin/install_jars.bat | 6 ++++++ bin/install_jars.sh | 11 +++++++++++ flinkx-core/pom.xml | 17 +++++++++++++++++ flinkx-teradata/flinkx-teradata-core/pom.xml | 2 ++ pom.xml | 1 + 5 files changed, 37 insertions(+) create mode 100644 bin/install_jars.bat create mode 100644 bin/install_jars.sh diff --git a/bin/install_jars.bat b/bin/install_jars.bat new file mode 100644 index 0000000000..140dd108f8 --- /dev/null +++ b/bin/install_jars.bat @@ -0,0 +1,6 @@ +call mvn install:install-file -DgroupId=com.ibm.db2 -DartifactId=db2jcc -Dversion=3.72.44 -Dpackaging=jar -Dfile=../jars/db2jcc-3.72.44.jar + +call mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversion=12.2.0.1 -Dpackaging=jar -Dfile=../jars/ojdbc8-12.2.0.1.jar + +call mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=../jars/gbase-8.3.81.53.jar + diff --git a/bin/install_jars.sh b/bin/install_jars.sh new file mode 100644 index 0000000000..a43cd9a38c --- /dev/null +++ b/bin/install_jars.sh @@ -0,0 +1,11 @@ +#!/usr/bin/env bash + +## db2 driver +mvn install:install-file -DgroupId=com.ibm.db2 -DartifactId=db2jcc -Dversion=3.72.44 -Dpackaging=jar -Dfile=../jars/db2jcc-3.72.44.jar + +## oracle driver +mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversion=12.2.0.1 -Dpackaging=jar -Dfile=../jars/ojdbc8-12.2.0.1.jar + +## gbase driver +mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=../jars/gbase-8.3.81.53.jar + diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 1f58cadfc5..d4b7a3c96f 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -161,6 +161,23 @@ + + exec-maven-plugin + org.codehaus.mojo + + + Version Calculation + generate-sources + + exec + + + ${basedir}/../bin/install_jars.${scriptType} + + + + + org.apache.maven.plugins maven-compiler-plugin diff --git a/flinkx-teradata/flinkx-teradata-core/pom.xml b/flinkx-teradata/flinkx-teradata-core/pom.xml index 2af2575d7e..51ef88e633 100644 --- a/flinkx-teradata/flinkx-teradata-core/pom.xml +++ b/flinkx-teradata/flinkx-teradata-core/pom.xml @@ -11,5 +11,7 @@ flinkx-teradata-core + + \ No newline at end of file diff --git a/pom.xml b/pom.xml index 72128c0879..a4648a2b8e 100644 --- a/pom.xml +++ b/pom.xml @@ -52,6 +52,7 @@ 2.7.3 ${basedir}/dev 1.8.4_rc0 + sh From fd45c8e2d2d3822f3696caf0543f709df9abcd66 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Sat, 18 Jan 2020 16:06:30 +0800 Subject: [PATCH 013/136] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E5=AE=89=E8=A3=85?= =?UTF-8?q?=E4=BE=9D=E8=B5=96=E8=84=9A=E6=9C=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-launcher/pom.xml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/flinkx-launcher/pom.xml b/flinkx-launcher/pom.xml index 9c752548ab..d77e50835b 100644 --- a/flinkx-launcher/pom.xml +++ b/flinkx-launcher/pom.xml @@ -43,17 +43,17 @@ org.apache.hadoop hadoop-common - 2.7.3.2.6.4.91-3 + 2.7.3 org.apache.hadoop hadoop-mapreduce-client-core - 2.7.3.2.6.4.91-3 + 2.7.3 org.apache.hadoop hadoop-hdfs - 2.7.3.2.6.4.91-3 + 2.7.3 @@ -63,7 +63,7 @@ org.apache.maven.plugins maven-shade-plugin - 3.0.0 + 3.1.0 package From ebd755ac64e64ecc34e0c6532d0c3c90948631d1 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Sat, 18 Jan 2020 17:12:37 +0800 Subject: [PATCH 014/136] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 6 +- docs/carbondatareader.md | 162 ++++++----- docs/carbondatawriter.md | 274 +++++++----------- docs/rdbreader.md | 4 +- docs/rdbwriter.md | 10 +- .../main/java/com/dtstack/flinkx/Main.java | 2 - .../com/dtstack/flinkx/test/LocalTest.java | 2 - 7 files changed, 201 insertions(+), 259 deletions(-) diff --git a/README.md b/README.md index f86c810f83..363155418c 100644 --- a/README.md +++ b/README.md @@ -227,7 +227,7 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 ### 5.1 读取插件 -* [关系数据库读取插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase)](docs/rdbreader.md) +* [关系数据库读取插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix)](docs/rdbreader.md) * [分库分表读取插件](docs/rdbdreader.md) * [HDFS读取插件](docs/hdfsreader.md) * [HBase读取插件](docs/hbasereader.md) @@ -240,10 +240,11 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 * [MySQL binlog读取插件](docs/binlog.md) * [KafKa读取插件](docs/kafkareader.md) * [Kudu读取插件](docs/kudureader.md) +* [Cassandra读取插件](docs/cassandrareader.md) ### 5.2 写入插件 -* [关系数据库写入插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase)](docs/rdbwriter.md) +* [关系数据库写入插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix)](docs/rdbwriter.md) * [HDFS写入插件](docs/hdfswriter.md) * [HBase写入插件](docs/hbasewriter.md) * [Elasticsearch写入插件](docs/eswriter.md) @@ -256,6 +257,7 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 * [Kafka写入插件](docs/kafkawriter.md) * [Hive写入插件](docs/hivewriter.md) * [Kudu写入插件](docs/kuduwriter.md) +* [Cassandra写入插件](docs/cassandrawriter.md) [断点续传和实时采集功能介绍](docs/restore.md) diff --git a/docs/carbondatareader.md b/docs/carbondatareader.md index 66c873a57c..9911572b43 100644 --- a/docs/carbondatareader.md +++ b/docs/carbondatareader.md @@ -69,104 +69,108 @@ ] } } - - ``` ## 2. 参数说明 * **name** - - * 描述：插件名，此处只能填carbondatareader，否则Flinkx将无法正常加载该插件包。 - * 必选：是
- - * 默认值：无
+ + * 描述：插件名，此处只能填carbondatareader，否则Flinkx将无法正常加载该插件包。 + * 必选：是
+ + * 默认值：无
* **path** - - * 描述：carbondata表的存储路径 - - * 必选：是
- - * 默认值：无
+ + * 描述：carbondata表的存储路径 + + * 必选：是
+ + * 默认值：无
* **table** - - * 描述：carbondata表名
- - * 必选：否
- - * 默认值：无
+ + * 描述：carbondata表名
+ + * 必选：否
+ + * 默认值：无
* **database** - - * 描述：carbondata库名
- - * 必选：否
- - * 默认值：无
+ + * 描述：carbondata库名
+ + * 必选：否
+ + * 默认值：无
* **filter** - - * 描述：简单过滤器，目前只支持单条件的简单过滤，形式为 col op value
- - col为列名；
- op为关系运算符，包括=,>,>=,<,<=；
- value为字面值，如1234， "ssss"
- - * 必选：否
- - * 默认值：无
- + + * 描述：简单过滤器，目前只支持单条件的简单过滤，形式为 col op value
+ + col为列名；
+ + op为关系运算符，包括=,>,>=,<,<=；
+ + value为字面值，如1234， "ssss"
+ + * 必选：否
+ + * 默认值：无
* **column** + + * 描述：所配置的表中需要同步的字段集合。 + + 字段包括表字段和常量字段，
+ + 表字段的格式： + + ``` + { + "name": "col1", + "type": "string" + } + ``` + + 常量字段的格式： + + { + + "value": "12345", + + "type": "string" + + } - * 描述：所配置的表中需要同步的字段集合。 - 字段包括表字段和常量字段，
- 表字段的格式： - ``` - { - "name": "col1", - "type": "string" - } - ``` - - 常量字段的格式： - { - "value": "12345", - "type": "string" - } - - - * 必选：是
- - * 默认值：无
+ * 必选：是
+ + * 默认值：无
* **hadoopConfig** - - * 描述：hadoopConfig里可以配置与Hadoop相关的一些高级参数，比如HA的配置。
- - ``` - { - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "rdos2:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "rdos1:9000", - "dfs.nameservices": "ns1", - "fs.defaultFS": "hdfs://ns1" - } - } - ``` + + * 描述：hadoopConfig里可以配置与Hadoop相关的一些高级参数，比如HA的配置。
+ + ``` + { + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "rdos2:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "rdos1:9000", + "dfs.nameservices": "ns1", + "fs.defaultFS": "hdfs://ns1" + } + } + ``` * **defaultFS** - - * 描述：Hadoop hdfs文件系统namenode节点地址。
- - * 必选：是
- - * 默认值：无
- + + * 描述：Hadoop hdfs文件系统namenode节点地址。
+ + * 必选：是
+ + * 默认值：无
## 3. 数据类型 @@ -186,10 +190,8 @@ * DATE * TIMESTAMP - 不支持如下数据类型 * arrays: ARRAY * structs: STRUCT * maps: MAP - diff --git a/docs/carbondatawriter.md b/docs/carbondatawriter.md index 123bb15c72..4fd4dfa89e 100644 --- a/docs/carbondatawriter.md +++ b/docs/carbondatawriter.md @@ -1,176 +1,118 @@ -# Carbondata写入插件（carbondatawriter） +# Cassandra写入插件（cassandrareader） ## 1. 配置样例 -``` - +```json { - "job": { + "job": { + "content": [ + { + "reader": { + + }, + "writer": { + "name": "cassandrawriter", + "parameter": { + "host": "101.37.175.174", + "keyspace": "tp", + "table": "emp", + "column": ["emp_id", "emp_name", "emp_city", "emp_phone", "emp_sal"] + } + } + } + ], "setting": { - "speed": { - "channel": 3, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - } - }, - "content": [ - { - "reader": { - "name": "mysqlreader", - "parameter": { - "username": "root", - "password": "111111", - "column": [ - "v", - "id" - ], - "connection": [ - { - "table": [ - "tt" - ], - "jdbcUrl": [ - "jdbc:mysql://rdos1:3306/hyf?useCursorFetch=true" - ] - } - ], - "splitPk": "id" - } - }, - "writer": { - "name": "carbondatawriter", - "parameter": { - "path": "hdfs://ns1/user/hive/warehouse/carbon.store1/sb/sb500", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "rdos2:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "rdos1:9000", - "dfs.nameservices": "ns1" - }, - "defaultFS": "hdfs://ns1", - "table": "sb500", - "database": "sb", - "writeMode": "overwrite", - "column": [ - "a", - "b" - ], - "batchSize": 1 - } - } - } - ] - } + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 10000, + "percentage": 100 + } + } + } } - - ``` ## 2. 参数说明 -* **name** - - * 描述：插件名，此处只能填carbondatawriter，否则Flinkx将无法正常加载该插件包。 - * 必选：是
- * 默认值：无
- - -* **path** - - * 描述：carbondata表的存储路径 - - * 必选：是
- - * 默认值：无
- -* **table** - - * 描述：carbondata表名
- - * 必选：否
- - * 默认值：无
- -* **database** - - * 描述：carbondata库名
- - * 必选：否
- - * 默认值：无
- -* **filter** - - * 描述：简单过滤器，目前只支持单条件的简单过滤，形式为 col op value
- - col为列名；
- op为关系运算符，包括=,>,>=,<,<=；
- value为字面值，如1234， "ssss"
- - * 必选：否
- - * 默认值：无
- - -* **column** - - * 描述：所配置的表中需要同步的字段名列表 - - * 必选：是
- - * 默认值：无
- -* **hadoopConfig** - - * 描述：hadoopConfig里可以配置与Hadoop相关的一些高级参数，比如HA的配置。
- - ``` - { - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "rdos2:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "rdos1:9000", - "dfs.nameservices": "ns1", - "fs.defaultFS": "hdfs://ns1" - } - } - ``` - -* **defaultFS** - - * 描述：Hadoop hdfs文件系统namenode节点地址。
- - * 必选：是
- - * 默认值：无
- - -## 3. 数据类型 - -支持如下数据类型 - -* SMALLINT -* INT/INTEGER -* BIGINT -* DOUBLE -* DECIMAL -* FLOAT -* BYTE -* BOOLEAN -* STRING -* CHAR -* VARCHAR -* DATE -* TIMESTAMP - - -不支持如下数据类型 - -* arrays: ARRAY -* structs: STRUCT -* maps: MAP \ No newline at end of file +- **host** + + - 描述：数据库地址 + + - 必选：是 + + - 默认值：无 + +- **port** + + - 描述：端口 + + - 必选：否 + + - 默认值：9042 + +- **username** + + - 描述：用户名 + + - 必选：否 + + - 默认值：无 + +- **password** + + - 描述：密码 + + - 必选：否 + + - 默认值：无 + +- **column** + + - 描述：要读取的字段 + + - 必选：否 + + - 默认值：无 + +- **keyspace** + + - 描述：需要同步的表所在的keyspace + + - 必选：是 + + - 默认值：无 + +- **table** + + - 描述：要查询的表 + + - 必选：是 + + - 默认值：无 + +- **asyncWrite** + + - 描述：是否同步写入数据。 + + - 必选：否 + + - 默认值：false + +- **batchSize** + + - 描述：一次批量提交的记录数大小 + + - 必选：否 + + - 默认值：1 + +- **consistancyLevel** + + - 描述：数据一致性级别。可选ONE|QUORUM|LOCAL_QUORUM|EACH_QUORUM|ALL|ANY|TWO|THREE|LOCAL_ONE + + - 必选：否 + + - 默认值：无 diff --git a/docs/rdbreader.md b/docs/rdbreader.md index 30b7a9bbe1..86fa5af78c 100644 --- a/docs/rdbreader.md +++ b/docs/rdbreader.md @@ -47,7 +47,7 @@ } }], "setting": { - + } } } @@ -57,7 +57,7 @@ * **name** - * 描述：插件名，此处填写插件名称，当前支持的关系数据库插件包括：mysqlreader，oraclereader，sqlserverreader，postgresqlreader，db2reader，gbasereader, clickhousereader, polardbreader。 + * 描述：插件名，此处填写插件名称，当前支持的关系数据库插件包括：mysqlreader，oraclereader，sqlserverreader，postgresqlreader，db2reader，gbasereader, clickhousereader, polardbreader,teradatareader,saphanareader,phoenixreader。 * 必选：是 * 默认值：无 diff --git a/docs/rdbwriter.md b/docs/rdbwriter.md index d402f96470..b1cc7f5b8b 100644 --- a/docs/rdbwriter.md +++ b/docs/rdbwriter.md @@ -38,7 +38,7 @@ * **name** - * 描述：插件名，此处可填写：mysqlwriter，oraclewriter，sqlserverwriter，postgresqlwriter，db2writer，gbasewriter，clickhousewriter, polardbwriter。 + * 描述：插件名，此处可填写：mysqlwriter，oraclewriter，sqlserverwriter，postgresqlwriter，db2writer，gbasewriter，clickhousewriter, polardbwriter,teradatawriter,saphanawriter,phoenixwriter。 * 必选：是 @@ -134,18 +134,18 @@ * 默认值：无 - * **insertSqlMode** - + * **insertSqlMode** + * 描述：控制写入数据到目标表采用 `COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'`语句，提高数据的插入效率 * 注意： - + * 此参数只针对PostgreSQL写入插件有效 * 目前该参数值固定传入 `copy`，否则抛出提示为`not support insertSqlMode`的`RuntimeException` * 当指定此参数时，writeMode的值必须为 `insert`，否则设置无效 - + * 必选：否 * 默认值：无 diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index 69742ff1d4..48bdc978d9 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -42,8 +42,6 @@ import org.apache.flink.streaming.api.environment.CheckpointConfig; import org.apache.flink.streaming.api.environment.StreamContextEnvironment; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.flink.streaming.api.transformations.PartitionTransformation; -import org.apache.flink.streaming.runtime.partitioner.DTRebalancePartitioner; import org.apache.flink.types.Row; import org.slf4j.Logger; import org.slf4j.LoggerFactory; diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index 4c8bdd210e..7177bea621 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -86,8 +86,6 @@ import org.apache.flink.streaming.api.datastream.DataStreamSource; import org.apache.flink.streaming.api.environment.CheckpointConfig; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.flink.streaming.api.transformations.PartitionTransformation; -import org.apache.flink.streaming.runtime.partitioner.DTRebalancePartitioner; import org.apache.flink.types.Row; import org.slf4j.Logger; import org.slf4j.LoggerFactory; From d552b189607359f8c4aac57064fe7748cbe8c232 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Sat, 18 Jan 2020 17:21:32 +0800 Subject: [PATCH 015/136] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/cassandrareader.md | 134 ++++++++++++++++++++++++++++++++++++++++ docs/cassandrawriter.md | 0 2 files changed, 134 insertions(+) create mode 100644 docs/cassandrareader.md create mode 100644 docs/cassandrawriter.md diff --git a/docs/cassandrareader.md b/docs/cassandrareader.md new file mode 100644 index 0000000000..f3d24702d5 --- /dev/null +++ b/docs/cassandrareader.md @@ -0,0 +1,134 @@ +# Cassandra读取插件（cassandrareader） + +## 1. 配置样例 + +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "host": "127.0.0.1", + "port":9042, + "username":"username", + "password":"password", + "useSSL":false, + + "keyspace": "tp", + "table": "emp", + "column": [ + "emp_id", + "emp_city", + "emp_name", + "emp_phone", + "emp_sal" + ], + "allowFiltering":false, + "where":null, + "connectionsPerHost":8, + "maxPendingPerConnection":128, + "consistancyLevel":null + + }, + "name": "cassandrareader" + }, + "writer": { + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 10000, + "percentage": 100 + } + } + } +} +``` + +## 2. 参数说明 + +- **host** + + - 描述：数据库地址 + + - 必选：是 + + - 默认值：无 + +- **port** + + - 描述：端口 + + - 必选：否 + + - 默认值：9042 + +- **username** + + - 描述：用户名 + + - 必选：否 + + - 默认值：无 + +- **password** + + - 描述：密码 + + - 必选：否 + + - 默认值：无 + +- **column** + + - 描述：要读取的字段 + + - 必选：否 + + - 默认值：无 + +- **keyspace** + + - 描述：需要同步的表所在的keyspace + + - 必选：是 + + - 默认值：无 + +- **table** + + - 描述：要查询的表 + + - 必选：是 + + - 默认值：无 + +- **allowFiltering** + + - 描述：是否在服务端过滤数据。 + + - 必选：否 + + - 默认值：false + +- **where** + + - 描述：过滤条件where之后的表达式 + + - 必选：否 + + - 默认值：无 + +- **consistancyLevel** + + - 描述：数据一致性级别。可选ONE|QUORUM|LOCAL_QUORUM|EACH_QUORUM|ALL|ANY|TWO|THREE|LOCAL_ONE + + - 必选：否 + + - 默认值：无 diff --git a/docs/cassandrawriter.md b/docs/cassandrawriter.md new file mode 100644 index 0000000000..e69de29bb2 From 593ccecca3a9b8fa4d46c8c91c2602028072e764 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Sat, 18 Jan 2020 17:30:42 +0800 Subject: [PATCH 016/136] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E6=89=93=E5=8C=85?= =?UTF-8?q?=E7=BC=96=E8=AF=91=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 363155418c..a5311261b9 100644 --- a/README.md +++ b/README.md @@ -36,8 +36,13 @@ 进入项目根目录，使用maven打包： +windows平台 ``` -mvn clean package -Dmaven.test.skip +mvn clean package -DskipTests -Prelease -DscriptType=bat +``` +unix平台 +``` +mvn clean package -DskipTests -Prelease -DscriptType=sh ``` 打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，plugins目录下存放编译好的数据同步插件包 From cb5bb5514ce06ef58b312a2417c421aeab3cf0af Mon Sep 17 00:00:00 2001 From: jiangbo Date: Fri, 13 Mar 2020 19:57:27 +0800 Subject: [PATCH 017/136] merge --- README.md | 2 - docs/logminer.md | 189 ---- docs/sqlservercdc.md | 188 ---- flinkx-examples/examples/sqlserver_kafka.json | 43 - .../flinkx-oraclelogminer-reader/pom.xml | 101 -- .../oraclelogminer/format/LogMinerConfig.java | 169 --- .../format/OracleLogMinerInputFormat.java | 404 -------- .../OracleLogMinerInputFormatBuilder.java | 46 - .../reader/OraclelogminerReader.java | 74 -- .../oraclelogminer/util/LogMinerUtil.java | 290 ------ flinkx-oraclelogminer/pom.xml | 26 - flinkx-saphana/flinkx-saphana-writer/pom.xml | 101 -- .../flinkx-sqlservercdc-core/pom.xml | 22 - .../flinkx/sqlservercdc/ChangeTable.java | 117 --- .../sqlservercdc/ChangeTablePointer.java | 84 -- .../com/dtstack/flinkx/sqlservercdc/Lsn.java | 142 --- .../sqlservercdc/SqlServerCdcConfigKeys.java | 45 - .../flinkx/sqlservercdc/SqlServerCdcUtil.java | 310 ------ .../flinkx/sqlservercdc/SqlserverCdcEnum.java | 91 -- .../dtstack/flinkx/sqlservercdc/TableId.java | 184 ---- .../flinkx/sqlservercdc/TxLogPosition.java | 101 -- .../flinkx-sqlservercdc-reader/pom.xml | 69 -- .../format/SqlserverCdcInputFormat.java | 208 ---- .../SqlserverCdcInputFormatBuilder.java | 98 -- .../listener/SqlServerCdcListener.java | 204 ---- .../reader/SqlservercdcReader.java | 79 -- flinkx-sqlservercdc/pom.xml | 29 - .../flinkx-teradata-reader/pom.xml | 108 -- .../flinkx-teradata-writer/pom.xml | 108 -- flinkx-test/pom.xml | 11 - .../com/dtstack/flinkx/test/LocalTest.java | 4 - .../flinkx/test/PluginNameConstrant.java | 2 - .../dev_test_job/logminer_stream.json | 63 -- .../dev_test_job/stream_template.json | 38 +- .../flinkx/test/annotation/Plugin.java | 39 - .../flinkx/test/annotation/PluginType.java | 10 - .../flinkx/test/annotation/TestCase.java | 16 - .../dtstack/flinkx/test/core/BaseTest.java | 130 --- .../test/core/DefaultParameterReplace.java | 72 -- .../dtstack/flinkx/test/core/FileUtil.java | 63 -- .../flinkx/test/core/ParameterReplace.java | 10 - .../test/core/ReaderUnitTestLauncher.java | 152 --- .../flinkx/test/core/UnitTestLauncher.java | 148 --- .../test/core/WriterUnitTestLauncher.java | 138 --- .../flinkx/test/core/result/BaseResult.java | 43 - .../flinkx/test/core/result/ReaderResult.java | 47 - .../flinkx/test/core/result/WriterResult.java | 34 - .../flinkx/test/core/source/DataSource.java | 16 - .../test/core/source/DataSourceFactory.java | 46 - .../test/core/source/HdfsDataSource.java | 42 - .../test/core/source/HiveDataSource.java | 40 - .../test/core/source/StaticDataSource.java | 49 - .../source/embedded/EmbeddedHDFSService.java | 71 -- .../source/embedded/EmbeddedHiveService.java | 119 --- .../embedded/hive/AbstractHiveServer.java | 101 -- .../core/source/embedded/hive/HiveServer.java | 38 - .../embedded/hive/InternalHiveServer.java | 52 - .../hive/InternalMetaStoreServer.java | 85 -- .../flinkx/test/hdfs/BaseHdfsTest.java | 59 -- .../test/hdfs/reader/HdfsReaderTest.java | 39 - .../test/hdfs/writer/HdfsWriterTest.java | 123 --- .../dtstack/flinkx/test/mysql/MySqlTest.java | 41 - .../test/mysql/reader/MySqlReaderTest.java | 232 ----- .../test/rdb/JdbcReaderParameterReplace.java | 70 -- .../com/dtstack/flinkx/test/rdb/JdbcTest.java | 113 -- .../test/stream/reader/StreamReaderTest.java | 92 -- .../test/stream/writer/StreamWriterTest.java | 87 -- .../flinkx/test/util/TestCaseDocImporter.java | 31 - .../apache/hadoop/io/nativeio/NativeIO.java | 967 ------------------ .../resources/testCase/dataSource/hdfs.json | 14 - .../resources/testCase/dataSource/mysql.json | 22 - .../resources/testCase/dataSource/source.json | 49 - .../resources/testCase/dataSource/stream.json | 14 - .../testCase/hdfs/writer/numberTest.json | 94 -- .../testCase/mysql/reader/customSqlTest.json | 44 - .../testCase/mysql/reader/filterTest.json | 44 - .../mysql/reader/incrementUseMaxFunc.json | 45 - .../reader/incrementWithStartLocation.json | 45 - .../reader/incrementWithoutStartLocation.json | 44 - .../testCase/mysql/reader/numberTest.json | 39 - .../stream/reader/multiChannelNumberTest.json | 40 - .../reader/singleChannelNumberTest.json | 40 - .../writer/singleChannelNumberTest.json | 30 - pom.xml | 2 - 84 files changed, 1 insertion(+), 7730 deletions(-) delete mode 100644 docs/logminer.md delete mode 100644 docs/sqlservercdc.md delete mode 100644 flinkx-examples/examples/sqlserver_kafka.json delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/OracleLogMinerInputFormat.java delete mode 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flinkx-test/src/test/java/com/dtstack/flinkx/test/stream/reader/StreamReaderTest.java delete mode 100644 flinkx-test/src/test/java/com/dtstack/flinkx/test/stream/writer/StreamWriterTest.java delete mode 100644 flinkx-test/src/test/java/com/dtstack/flinkx/test/util/TestCaseDocImporter.java delete mode 100644 flinkx-test/src/test/java/org/apache/hadoop/io/nativeio/NativeIO.java delete mode 100644 flinkx-test/src/test/resources/testCase/dataSource/hdfs.json delete mode 100644 flinkx-test/src/test/resources/testCase/dataSource/mysql.json delete mode 100644 flinkx-test/src/test/resources/testCase/dataSource/source.json delete mode 100644 flinkx-test/src/test/resources/testCase/dataSource/stream.json delete mode 100644 flinkx-test/src/test/resources/testCase/hdfs/writer/numberTest.json delete mode 100644 flinkx-test/src/test/resources/testCase/mysql/reader/customSqlTest.json delete mode 100644 flinkx-test/src/test/resources/testCase/mysql/reader/filterTest.json delete mode 100644 flinkx-test/src/test/resources/testCase/mysql/reader/incrementUseMaxFunc.json delete mode 100644 flinkx-test/src/test/resources/testCase/mysql/reader/incrementWithStartLocation.json delete mode 100644 flinkx-test/src/test/resources/testCase/mysql/reader/incrementWithoutStartLocation.json delete mode 100644 flinkx-test/src/test/resources/testCase/mysql/reader/numberTest.json delete mode 100644 flinkx-test/src/test/resources/testCase/stream/reader/multiChannelNumberTest.json delete mode 100644 flinkx-test/src/test/resources/testCase/stream/reader/singleChannelNumberTest.json delete mode 100644 flinkx-test/src/test/resources/testCase/stream/writer/singleChannelNumberTest.json diff --git a/README.md b/README.md index 87b66b06b0..be38aa2e6a 100644 --- a/README.md +++ b/README.md @@ -323,8 +323,6 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 * [Kudu读取插件](docs/kudureader.md) * [Cassandra读取插件](docs/cassandrareader.md) * [Emqx读取插件](docs/emqxreader.md) -* [Oracle实时采集插件](docs/logminer.md) -* [SqlServerCdc实时采集插件](docs/sqlservercdc.md) ### 5.2 写入插件 diff --git a/docs/logminer.md b/docs/logminer.md deleted file mode 100644 index 70b855af58..0000000000 --- a/docs/logminer.md +++ /dev/null @@ -1,189 +0,0 @@ -# Kudu读取插件（kudureader） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "jdbcUrl": "jdbc:oracle:thin:@127.0.0.1:1521:xe", - "username": "kminer", - "password": "kminerpass", - "listenerTables": "SCHEMA1.*", - "listenerOperations": "UPDATE,INSERT,DELETE", - - "startSCN": "482165", - "readPosition": "current", - "startTime": 1576540477000, - "pavingData": true, - "queryTimeout": 20000 - }, - "name": "oraclelogminerreader" - }, - "writer": { - "parameter": { - "print": true - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，oraclelogminerreader。 - - * 必选：是 - - * 默认值：无 - -* **jdbcUrl** - - * 描述：Oracle连接url。 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述： 用户名。 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述： 密码。 - - * 必选：是 - - * 默认值：无 - -* **listenerTables** - - - 描述： 要监听的schema和table，使用正则进行过滤。 - - - 必选：否 - - - 默认值：无 - -* **queryTimeout** - - - 描述： 查询超时时间 - - - 必选：否 - - - 默认值：无 - -* **listenerOperations** - - - 描述： 要监听的事件，可多选：UPDATE、INSERT、DELETE - - - 必选：否 - - - 默认值：UPDATE,INSERT,DELETE - -* **readPosition** - - * 描述：读取位置类型，可选：all、current、time、scn - - * 必选：否 - - * 默认值：current - - * 类型说明： - - * all：读取全部的事件； - - * current：从任务开始运行时采集事件； - - * time：从指定的时间开始采集，使用此类型时需要提供时间配置"startTime"，格式为毫秒级的时间戳； - - * scn：从指定的scn开始采集，使用此类型时需要提供scn配置"scn"； - -* **pavingData** - - * 描述：是否将解析出的json数据拍平 - - * 示例：假设解析的表为tb1,数据库为test，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： - - ```json - { - "type":"update", - "schema":"test", - "table":"tb1", - "ts":1231232, - "ingestion":123213, - "before_id":1, - "after_id":2 - } - ``` - - pavingData为false时： - - ```json - { - "message":{ - "type":"update", - "schema":"test", - "table":"tb1", - "ts":1231232, - "ingestion":123213, - "before_id":{ - "id":1 - }, - "after_id":{ - "id":2 - } - } - } - ``` - - 其中”ts“是数据变更时间，ingestion是插件解析这条数据的纳秒时间 - - * 必选：否 - - * 默认值：false - -## 3.数据库配置 - -数据库必须处于archivelog模式，并且必须启用补充日志记录，配置过程如下： - -```sql - sqlplus / as sysdba - SQL>shutdown immediate - SQL>startup mount - SQL>alter database archivelog; - SQL>alter database open; - SQL>alter database add supplemental log data (all) columns; -``` - -连接数据库的用户必须有对应的权限，如果用户是 DBA角色，则不用进行设置，配置过程如下： - -```sql - create role logmnr_role; - grant create session to logmnr_role; - grant execute_catalog_role,select any transaction ,select any dictionary to logmnr_role; - create user kminer identified by kminerpass; - grant logmnr_role to kminer; - alter user kminer quota unlimited on users; -``` diff --git a/docs/sqlservercdc.md b/docs/sqlservercdc.md deleted file mode 100644 index 3bf155f3a4..0000000000 --- a/docs/sqlservercdc.md +++ /dev/null @@ -1,188 +0,0 @@ -# SqlServer CDC读取插件（*reader） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [{ - "reader" : { - "parameter" : { - "username" : "sa", - "password" : "Password!", - "url" : "jdbc:sqlserver://kudu4:1433;databaseName=testDB", - "databaseName" : "testDB", - "tableList" : [ - "dbo.customers", - "dbo.orders" - ], - "cat" : "insert,update", - "pavingData" : true, - "pollInterval" : 1000, - "lsn" : "00000032:00002040:0005" - }, - "name" : "sqlservercdcreader" - }, - "writer": { - - } - }] - }, - "setting": { - - } -} -``` -## 2. 使用说明 - -使用该插件前，需要对数据库及表启用SqlServerCDC功能。 - - * 1、查询SqlServer数据库版本 - * SqlServer自2008版本开始支持CDC(变更数据捕获)功能，但若想使用SqlServer CDC实时采集插件需SqlServer版本为2017及以上 -```sql - SELECT @@VERSION -``` - * 2、查询当前用户权限，必须为 sysadmin 固定服务器角色的成员才允许对数据库启用CDC(变更数据捕获)功能 -```sql - exec sp_helpsrvrolemember 'sysadmin' -``` - * 3、查询数据库是否已经启用CDC(变更数据捕获)功能 - * 0：未启用；1：启用 -```sql - select is_cdc_enabled, name from sys.databases where name = 'name' -``` - * 4、对数据库数据库启用CDC(变更数据捕获)功能 -```sql - EXEC sys.sp_cdc_enable_db -``` - * 5、对表启用CDC(变更数据捕获)功能 - * source_schema：表所在的schema名称 - * source_name：表名 - * role_name：访问控制角色名称，此处为null不设置访问控制 - * supports_net_changes：是否为捕获实例生成一个净更改函数，0：否；1：是 -```sql - EXEC sys.sp_cdc_enable_table - @source_schema = 'dbo', - @source_name = 'test', - @role_name = NULL, - @supports_net_changes = 0; -``` - * 6、查询表是否已经启用CDC(变更数据捕获)功能 - * 0：未启用；1：启用 -```sql - select name,is_tracked_by_cdc from sys.tables where name = 'test'; -``` - -具体启用过程请参照SqlServer[官方文档](https://docs.microsoft.com/zh-cn/sql/relational-databases/track-changes/enable-and-disable-change-data-capture-sql-server?view=sql-server-ver15) - -## 3. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称。 - - * 必选：是 - - * 默认值：无 - -* **jdbcUrl** - - * 描述：SqlServer数据库的jdbc连接字符串，参考文档：[SqlServer官方文档](https://docs.microsoft.com/zh-cn/sql/connect/jdbc/overview-of-the-jdbc-driver?view=sql-server-2017) - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：数据源的用户名 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述：数据源指定用户名的密码 - - * 必选：是 - - * 默认值：无 - -* **tableList** - - * 描述：需要解析的数据表，表必须已启用CDC，格式为schema.table - - * 必选：否 - - * 默认值：无 - -* **cat** - - * 描述：需要解析的数据更新类型，包括insert、update、delete三种。 - - * 注意：以英文逗号分割的格式填写。 - - * 必选：是 - - * 默认值：无 - -* **pollInterval** - - * 描述：监听拉取SqlServer CDC数据库间隔时间。 - - * 注意：该值越小，采集延迟时间越小，给数据库的访问压力越大。 - - * 必选：否 - - * 默认值：1000 - -* **lsn** - - * 描述：要读取SqlServer CDC日志序列号的开始位置。 - - * 注意：该值越小，采集延迟时间越小，给数据库的访问压力越大。 - - * 必选：否 - -* **pavingData** - - * 描述：是否将解析出的json数据拍平 - - * 示例：假设解析的表为tb1，schema为dbo，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： - - ```json - { - "type":"update", - "schema":"dbo", - "table":"customers", - "lsn":"00000032:00002038:0005", - "ingestion":1475129582923642, - "before_id":1, - "after_id":2 - } - ``` - - pavingData为false时： - - ```json - { - "type":"update", - "schema":"dbo", - "table":"customers", - "lsn":"00000032:00004a38:0007", - "ingestion":1481628798880038, - "before":{ - "id":1 - }, - "after":{ - "id":2 - } - } - ``` - - 其中：ingestion是插件解析这条数据的纳秒时间，lsn是该数据变更的日志序列号 - - * 必选：否 - - * 默认值：false \ No newline at end of file diff --git a/flinkx-examples/examples/sqlserver_kafka.json b/flinkx-examples/examples/sqlserver_kafka.json deleted file mode 100644 index 2b49eae799..0000000000 --- a/flinkx-examples/examples/sqlserver_kafka.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "username" : "sa", - "password" : "Password!", - "url" : "jdbc:sqlserver://kudu4:1433;databaseName=testDB", - "databaseName" : "testDB", - "cat" : "insert,update", - "tableList" : [ - "dbo.customers", - "dbo.orders" - ], - "pavingData" : true - }, - "name" : "sqlservercdcreader" - }, - "writer" : { - "parameter" : { - "producerSettings" : { - "zookeeper.connect" : "kudu1:2181/kafka100", - "bootstrap.servers" : "kudu5:9092" - }, - "topic" : "tudou" - }, - "name" : "kafkawriter" - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { - }, - "speed" : { - "bytes" : -1048576, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml deleted file mode 100644 index 81611c2e6a..0000000000 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml +++ /dev/null @@ -1,101 +0,0 @@ - - - - flinkx-oraclelogminer - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-oraclelogminer-reader - - - - com.github.noraui - ojdbc8 - 12.2.0.1 - - - - com.github.jsqlparser - jsqlparser - 1.2 - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - org.slf4j:slf4j-api - log4j:log4j - ch.qos.logback:* - - - - - *:* - - META-INF/*.SF - META-INF/*.DSA - META-INF/*.RSA - - - - - - io.netty - shade.oracleReader.io.netty - - - com.google.guava - shade.oracleReader.com.google - - - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java deleted file mode 100644 index 2dd82536e6..0000000000 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java +++ /dev/null @@ -1,169 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.oraclelogminer.format; - -import com.fasterxml.jackson.annotation.JsonProperty; - -import java.io.Serializable; -import java.util.List; - -/** - * @author jiangbo - * @date 2019/12/14 - */ -public class LogMinerConfig implements Serializable { - - private String driverName = "oracle.jdbc.driver.OracleDriver"; - - private String jdbcUrl; - - private String username; - - private String password; - - private int fetchSize = 1; - - private String listenerTables; - - private String cat = "UPDATE,INSERT,DELETE"; - - /** - * 读取位置: all, current, time, scn - */ - private String readPosition = "current"; - - /** - * 毫秒级时间戳 - */ - private long startTime = 0; - - @JsonProperty("startSCN") - private String startScn = ""; - - private boolean pavingData = false; - - private List table; - - private Long queryTimeout; - - public Long getQueryTimeout() { - return queryTimeout; - } - - public void setQueryTimeout(Long queryTimeout) { - this.queryTimeout = queryTimeout; - } - - public List getTable() { - return table; - } - - public void setTable(List table) { - this.table = table; - } - - public String getReadPosition() { - return readPosition; - } - - public void setReadPosition(String readPosition) { - this.readPosition = readPosition; - } - - public long getStartTime() { - return startTime; - } - - public void setStartTime(long startTime) { - this.startTime = startTime; - } - - public String getStartScn() { - return startScn; - } - - public void setStartScn(String startScn) { - this.startScn = startScn; - } - - public boolean getPavingData() { - return pavingData; - } - - public void setPavingData(boolean pavingData) { - this.pavingData = pavingData; - } - - public String getCat() { - return cat; - } - - public void setCat(String cat) { - this.cat = cat; - } - - public String getListenerTables() { - return listenerTables; - } - - public void setListenerTables(String listenerTables) { - this.listenerTables = listenerTables; - } - - public int getFetchSize() { - return fetchSize; - } - - public void setFetchSize(int fetchSize) { - this.fetchSize = fetchSize; - } - - public String getDriverName() { - return driverName; - } - - public void setDriverName(String driverName) { - this.driverName = driverName; - } - - public String getJdbcUrl() { - return jdbcUrl; - } - - public void setJdbcUrl(String jdbcUrl) { - this.jdbcUrl = jdbcUrl; - } - - public String getUsername() { - return username; - } - - public void setUsername(String username) { - this.username = username; - } - - public String getPassword() { - return password; - } - - public void setPassword(String password) { - this.password = password; - } -} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/OracleLogMinerInputFormat.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/OracleLogMinerInputFormat.java deleted file mode 100644 index 05d2a23204..0000000000 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/OracleLogMinerInputFormat.java +++ /dev/null @@ -1,404 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.oraclelogminer.format; - -import com.dtstack.flinkx.inputformat.BaseRichInputFormat; -import com.dtstack.flinkx.oraclelogminer.util.LogMinerUtil; -import com.dtstack.flinkx.restore.FormatState; -import com.dtstack.flinkx.util.ClassUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.dtstack.flinkx.util.RetryUtil; -import org.apache.commons.lang.StringUtils; -import org.apache.commons.lang.time.DateFormatUtils; -import org.apache.flink.core.io.GenericInputSplit; -import org.apache.flink.core.io.InputSplit; -import org.apache.flink.types.Row; - -import java.io.IOException; -import java.sql.*; -import java.util.concurrent.Callable; - -/** - * @author jiangbo - * @date 2019/12/14 - * - * 名词说明: - * SCN 即系统改变号(System Change Number) - */ -public class OracleLogMinerInputFormat extends BaseRichInputFormat { - - public LogMinerConfig logMinerConfig; - - private transient Connection connection; - - private transient CallableStatement logMinerStartStmt; - - private transient PreparedStatement logMinerSelectStmt; - - private transient ResultSet logMinerData; - - private Long offsetScn; - - private Long scnCopy; - - private boolean skipRecord = true; - - private static final int RETRY_TIMES = 3; - - private static final int SLEEP_TIME = 2000; - - @Override - protected InputSplit[] createInputSplitsInternal(int i) throws Exception { - return new InputSplit[]{new GenericInputSplit(1,1)}; - } - - @Override - public void openInputFormat() throws IOException { - super.openInputFormat(); - - try { - ClassUtil.forName(logMinerConfig.getDriverName(), getClass().getClassLoader()); - - connection = RetryUtil.executeWithRetry(new Callable() { - @Override - public Connection call() throws Exception { - return DriverManager.getConnection(logMinerConfig.getJdbcUrl(), logMinerConfig.getUsername(), logMinerConfig.getPassword()); - } - }, RETRY_TIMES, SLEEP_TIME,false); - - LOG.info("获取连接成功,url:{}, username:{}", logMinerConfig.getJdbcUrl(), logMinerConfig.getUsername()); - } catch (Exception e){ - LOG.error("获取连接失败，url:{}, username:{}", logMinerConfig.getJdbcUrl(), logMinerConfig.getUsername()); - throw new RuntimeException(e); - } - } - - @Override - protected void openInternal(InputSplit inputSplit) throws IOException { - initOffset(); - - startLogMiner(); - startSelectData(); - } - - private void initOffset(){ - if(formatState != null && formatState.getState() != null){ - offsetScn = Long.parseLong(formatState.getState().toString()); - } else { - offsetScn = 0L; - } - - // 恢复位置不为0，则获取上一次读取的日志文件的起始位置开始读取 - if(offsetScn != 0L){ - scnCopy = offsetScn; - offsetScn = getLogFileStartPositionByScn(scnCopy); - return; - } - - // 恢复位置为0，则根据配置项进行处理 - if(ReadPosition.ALL.name().equalsIgnoreCase(logMinerConfig.getReadPosition())){ - skipRecord = false; - // 获取最开始的scn - offsetScn = getMinScn(); - } else if(ReadPosition.CURRENT.name().equalsIgnoreCase(logMinerConfig.getReadPosition())){ - skipRecord = false; - offsetScn = getCurrentScn(); - } else if(ReadPosition.TIME.name().equalsIgnoreCase(logMinerConfig.getReadPosition())){ - skipRecord = false; - - // 根据指定的时间获取对应时间段的日志文件的起始位置 - if (logMinerConfig.getStartTime() == 0) { - throw new RuntimeException("读取模式为[time]时必须指定[startTime]"); - } - - offsetScn = getLogFileStartPositionByTime(logMinerConfig.getStartTime()); - } else if(ReadPosition.SCN.name().equalsIgnoreCase(logMinerConfig.getReadPosition())){ - scnCopy = Long.parseLong(logMinerConfig.getStartScn()); - - // 根据指定的scn获取对应日志文件的起始位置 - if(StringUtils.isEmpty(logMinerConfig.getStartScn())){ - throw new RuntimeException("读取模式为[scn]时必须指定[startSCN]"); - } - - offsetScn = getLogFileStartPositionByScn(Long.parseLong(logMinerConfig.getStartScn())); - } else { - throw new RuntimeException("不支持的读取模式:" + logMinerConfig.getReadPosition()); - } - } - - private Long getMinScn(){ - Long minScn = null; - PreparedStatement minScnStmt = null; - ResultSet minScnResultSet = null; - - try { - minScnStmt = connection.prepareCall(LogMinerUtil.SQL_GET_LOG_FILE_START_POSITION); - LogMinerUtil.configStatement(minScnStmt, logMinerConfig); - - minScnResultSet = minScnStmt.executeQuery(); - while(minScnResultSet.next()){ - minScn = minScnResultSet.getLong(LogMinerUtil.KEY_FIRST_CHANGE); - } - - return minScn; - } catch (SQLException e) { - LOG.error("获取最早归档日志起始位置出错", e); - throw new RuntimeException(e); - } finally { - closeResources(minScnResultSet, minScnStmt, null); - } - } - - private Long getCurrentScn() { - Long currentScn = null; - CallableStatement currentScnStmt = null; - ResultSet currentScnResultSet = null; - - try { - currentScnStmt = connection.prepareCall(LogMinerUtil.SQL_GET_CURRENT_SCN); - LogMinerUtil.configStatement(currentScnStmt, logMinerConfig); - - currentScnResultSet = currentScnStmt.executeQuery(); - while(currentScnResultSet.next()){ - currentScn = currentScnResultSet.getLong(LogMinerUtil.KEY_CURRENT_SCN); - } - - return currentScn; - } catch (SQLException e) { - LOG.error("获取当前的SCN出错:", e); - throw new RuntimeException(e); - } finally { - closeResources(currentScnResultSet, currentScnStmt, null); - } - } - - /** - * oracle会把把重做日志分文件存储，每个文件都有 "FIRST_CHANGE" 和 "NEXT_CHANGE" 标识范围, - * 这里需要根据给定scn找到对应的日志文件，并获取这个文件的 "FIRST_CHANGE"，然后从位置 "FIRST_CHANGE" 开始读取, - * 在[FIRST_CHANGE,scn] 范围内的数据需要跳过。 - * - * 视图说明： - * v$archived_log 视图存储已经归档的日志文件 - * v$log 视图存储未归档的日志文件 - */ - private Long getLogFileStartPositionByScn(Long scn) { - Long logFileFirstChange = null; - PreparedStatement lastLogFileStmt = null; - ResultSet lastLogFileResultSet = null; - - try { - lastLogFileStmt = connection.prepareCall(LogMinerUtil.SQL_GET_LOG_FILE_START_POSITION_BY_SCN); - LogMinerUtil.configStatement(lastLogFileStmt, logMinerConfig); - - lastLogFileStmt.setLong(1, scn); - lastLogFileStmt.setLong(2, scn); - lastLogFileResultSet = lastLogFileStmt.executeQuery(); - while(lastLogFileResultSet.next()){ - logFileFirstChange = lastLogFileResultSet.getLong(LogMinerUtil.KEY_FIRST_CHANGE); - } - - return logFileFirstChange; - } catch (SQLException e) { - LOG.error("根据scn:[{}]获取指定归档日志起始位置出错", scn, e); - throw new RuntimeException(e); - } finally { - closeResources(lastLogFileResultSet, lastLogFileStmt, null); - } - } - - private Long getLogFileStartPositionByTime(Long time) { - Long logFileFirstChange = null; - - PreparedStatement lastLogFileStmt = null; - ResultSet lastLogFileResultSet = null; - - try { - String timeStr = DateFormatUtils.format(time, "yyyy-MM-dd HH:mm:ss"); - - lastLogFileStmt = connection.prepareCall(LogMinerUtil.SQL_GET_LOG_FILE_START_POSITION_BY_TIME); - LogMinerUtil.configStatement(lastLogFileStmt, logMinerConfig); - - lastLogFileStmt.setString(1, timeStr); - lastLogFileStmt.setString(2, timeStr); - lastLogFileStmt.setString(3, timeStr); - lastLogFileResultSet = lastLogFileStmt.executeQuery(); - while(lastLogFileResultSet.next()){ - logFileFirstChange = lastLogFileResultSet.getLong(LogMinerUtil.KEY_FIRST_CHANGE); - } - - return logFileFirstChange; - } catch (SQLException e) { - LOG.error("根据时间:[{}]获取指定归档日志起始位置出错", time, e); - throw new RuntimeException(e); - } finally { - closeResources(lastLogFileResultSet, lastLogFileStmt, null); - } - } - - private void startLogMiner(){ - try { - logMinerStartStmt = connection.prepareCall(LogMinerUtil.SQL_START_LOGMINER); - LogMinerUtil.configStatement(logMinerStartStmt, logMinerConfig); - - logMinerStartStmt.setLong(1, offsetScn); - logMinerStartStmt.execute(); - - LOG.info("启动Log miner成功,offset:{}， sql:{}", offsetScn, LogMinerUtil.SQL_START_LOGMINER); - } catch (SQLException e){ - LOG.error("启动Log miner失败,offset:{}， sql:{}", offsetScn, LogMinerUtil.SQL_START_LOGMINER); - throw new RuntimeException(e); - } - } - - private void startSelectData() { - String logMinerSelectSql = LogMinerUtil.buildSelectSql(logMinerConfig.getCat(), logMinerConfig.getListenerTables()); - try { - logMinerSelectStmt = connection.prepareStatement(logMinerSelectSql); - LogMinerUtil.configStatement(logMinerSelectStmt, logMinerConfig); - - logMinerSelectStmt.setFetchSize(logMinerConfig.getFetchSize()); - logMinerSelectStmt.setLong(1, offsetScn); - logMinerData = logMinerSelectStmt.executeQuery(); - - LOG.info("查询Log miner数据,sql:{}, offset:{}", logMinerSelectSql, offsetScn); - } catch (SQLException e) { - LOG.error("查询Log miner数据出错,sql:{}", logMinerSelectSql); - throw new RuntimeException(e); - } - } - - @Override - protected Row nextRecordInternal(Row row) throws IOException { - String sqlLog = null; - try { - while (logMinerData.next()) { - Long scn = logMinerData.getLong(LogMinerUtil.KEY_SCN); - - // 用CSF来判断一条sql是在当前这一行结束，sql超过4000 字节，会处理成多行 - boolean isSqlNotEnd = logMinerData.getBoolean(LogMinerUtil.KEY_CSF); - - if (skipRecord){ - if (scn > scnCopy && !isSqlNotEnd){ - skipRecord = false; - continue; - } - - LOG.debug("Skipping data with scn :{}", scn); - continue; - } - - StringBuilder sqlRedo = new StringBuilder(logMinerData.getString(LogMinerUtil.KEY_SQL_REDO)); - if(LogMinerUtil.isCreateTemporaryTableSql(sqlRedo.toString())){ - continue; - } - - while(isSqlNotEnd){ - logMinerData.next(); - sqlRedo.append(logMinerData.getString(LogMinerUtil.KEY_SQL_REDO)); - isSqlNotEnd = logMinerData.getBoolean(LogMinerUtil.KEY_CSF); - } - - sqlLog = sqlRedo.toString(); - row = LogMinerUtil.parseSql(logMinerData, sqlRedo.toString(), logMinerConfig.getPavingData()); - - offsetScn = scn; - return row; - } - } catch (Exception e) { - LOG.error("解析数据出错,sql:{}, error:{}", sqlLog, e); - throw new RuntimeException(e); - } - - throw new RuntimeException("获取不到下一条数据，程序自动失败"); - } - - @Override - public FormatState getFormatState() { - super.getFormatState(); - - if (formatState != null && offsetScn != null) { - formatState.setState(offsetScn.toString()); - } - return formatState; - } - - @Override - public boolean reachedEnd() throws IOException { - return false; - } - - @Override - protected void closeInternal() throws IOException { - closeResources(logMinerData, logMinerSelectStmt, connection); - closeResources(null, logMinerStartStmt, null); - } - - private void closeResources(ResultSet rs, Statement stmt, Connection conn) { - if (null != rs) { - try { - rs.close(); - } catch (SQLException e) { - LOG.warn("Close resultSet error: {}", ExceptionUtil.getErrorMessage(e)); - throw new RuntimeException(e); - } - } - - if (null != stmt) { - try { - stmt.close(); - } catch (SQLException e) { - LOG.warn("Close statement error:{}", ExceptionUtil.getErrorMessage(e)); - throw new RuntimeException(e); - } - } - - if (null != conn) { - try { - conn.close(); - } catch (SQLException e) { - LOG.warn("Close connection error:{}", ExceptionUtil.getErrorMessage(e)); - throw new RuntimeException(e); - } - } - } - - enum ReadPosition{ - - /** - * 全量读取 - */ - ALL, - - /** - * 从任务运行时读取 - */ - CURRENT, - - /** - * 从给定的时间读取 - */ - TIME, - - /** - * 从指定的SCN开始读取 - */ - SCN - } -} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OracleLogMinerInputFormatBuilder.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OracleLogMinerInputFormatBuilder.java deleted file mode 100644 index 2209ef1f01..0000000000 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OracleLogMinerInputFormatBuilder.java +++ /dev/null @@ -1,46 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.oraclelogminer.reader; - -import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; -import com.dtstack.flinkx.oraclelogminer.format.LogMinerConfig; -import com.dtstack.flinkx.oraclelogminer.format.OracleLogMinerInputFormat; - -/** - * @author jiangbo - * @date 2019/12/16 - */ -public class OracleLogMinerInputFormatBuilder extends BaseRichInputFormatBuilder { - - private OracleLogMinerInputFormat format; - - public OracleLogMinerInputFormatBuilder() { - super.format = format = new OracleLogMinerInputFormat(); - } - - public void setLogMinerConfig(LogMinerConfig logMinerConfig){ - format.logMinerConfig = logMinerConfig; - } - - @Override - protected void checkFormat() { - - } -} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OraclelogminerReader.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OraclelogminerReader.java deleted file mode 100644 index be40af13cc..0000000000 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OraclelogminerReader.java +++ /dev/null @@ -1,74 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.oraclelogminer.reader; - -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.ReaderConfig; -import com.dtstack.flinkx.oraclelogminer.format.LogMinerConfig; -import com.dtstack.flinkx.reader.BaseDataReader; -import org.apache.commons.collections.CollectionUtils; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.flink.types.Row; - -/** - * @author jiangbo - * @date 2019/12/14 - */ -public class OraclelogminerReader extends BaseDataReader { - - private LogMinerConfig logMinerConfig; - - public OraclelogminerReader(DataTransferConfig config, StreamExecutionEnvironment env) { - super(config, env); - - ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); - - try { - logMinerConfig = objectMapper.readValue(objectMapper.writeValueAsString(readerConfig.getParameter().getAll()), LogMinerConfig.class); - } catch (Exception e) { - throw new RuntimeException("解析mongodb配置出错:", e); - } - - buildTableListenerRegex(); - } - - private void buildTableListenerRegex(){ - if (CollectionUtils.isEmpty(logMinerConfig.getTable())) { - return; - } - - String tableListener = StringUtils.join(logMinerConfig.getTable(), ","); - logMinerConfig.setListenerTables(tableListener); - } - - @Override - public DataStream readData() { - OracleLogMinerInputFormatBuilder builder = new OracleLogMinerInputFormatBuilder(); - builder.setLogMinerConfig(logMinerConfig); - builder.setRestoreConfig(restoreConfig); - - builder.setMonitorUrls(monitorUrls); - builder.setBytes(bytes); - - return createInput(builder.finish()); - } -} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/LogMinerUtil.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/LogMinerUtil.java deleted file mode 100644 index dc930ab921..0000000000 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/LogMinerUtil.java +++ /dev/null @@ -1,290 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.oraclelogminer.util; - -import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.enums.ColumnType; -import com.dtstack.flinkx.oraclelogminer.format.LogMinerConfig; -import com.dtstack.flinkx.util.SnowflakeIdWorker; -import net.sf.jsqlparser.JSQLParserException; -import net.sf.jsqlparser.expression.Expression; -import net.sf.jsqlparser.expression.ExpressionVisitorAdapter; -import net.sf.jsqlparser.expression.operators.relational.EqualsTo; -import net.sf.jsqlparser.expression.operators.relational.ExpressionList; -import net.sf.jsqlparser.parser.CCJSqlParserUtil; -import net.sf.jsqlparser.schema.Column; -import net.sf.jsqlparser.statement.Statement; -import net.sf.jsqlparser.statement.delete.Delete; -import net.sf.jsqlparser.statement.insert.Insert; -import net.sf.jsqlparser.statement.update.Update; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.types.Row; - -import java.sql.ResultSet; -import java.sql.SQLException; -import java.sql.Timestamp; -import java.util.*; - -/** - * @author jiangbo - * @date 2019/12/14 - */ -public class LogMinerUtil { - - public final static String KEY_SEG_OWNER = "SEG_OWNER"; - public final static String KEY_TABLE_NAME = "TABLE_NAME"; - public final static String KEY_OPERATION = "OPERATION"; - public final static String KEY_TIMESTAMP = "TIMESTAMP"; - public final static String KEY_SQL_REDO = "SQL_REDO"; - public final static String KEY_CSF = "CSF"; - public final static String KEY_SCN = "SCN"; - public final static String KEY_CURRENT_SCN = "CURRENT_SCN"; - public final static String KEY_FIRST_CHANGE = "FIRST_CHANGE#"; - - /** - * OPTIONS参数说明: - * DBMS_LOGMNR.SKIP_CORRUPTION - 跳过出错的redlog - * DBMS_LOGMNR.NO_SQL_DELIMITER - 不使用 ';'分割redo sql - * DBMS_LOGMNR.NO_ROWID_IN_STMT - 默认情况下，用于UPDATE和DELETE操作的SQL_REDO和SQL_UNDO语句在where子句中包含“ ROWID =”。 - * 但是，这对于想要重新执行SQL语句的应用程序是不方便的。设置此选项后，“ ROWID”不会放置在重构语句的末尾 - * DBMS_LOGMNR.DICT_FROM_ONLINE_CATALOG - 使用在线字典 - * DBMS_LOGMNR.CONTINUOUS_MINE - 需要在生成重做日志的同一实例中使用日志 - * DBMS_LOGMNR.COMMITTED_DATA_ONLY - 指定此选项时，LogMiner将属于同一事务的所有DML操作分组在一起。事务按提交顺序返回。 - * DBMS_LOGMNR.STRING_LITERALS_IN_STMT - 默认情况下，格式化格式化的SQL语句时，SQL_REDO和SQL_UNDO语句会使用数据库会话的NLS设置 - * 例如NLS_DATE_FORMAT，NLS_NUMERIC_CHARACTERS等）。使用此选项，将使用ANSI / ISO字符串文字格式对重构的SQL语句进行格式化。 - */ - public final static String SQL_START_LOGMINER = "" + - "BEGIN DBMS_LOGMNR.START_LOGMNR(" + - "STARTSCN => ?," + - "OPTIONS => DBMS_LOGMNR.SKIP_CORRUPTION " + - "+ DBMS_LOGMNR.NO_SQL_DELIMITER " + - "+ DBMS_LOGMNR.NO_ROWID_IN_STMT " + - "+ DBMS_LOGMNR.DICT_FROM_ONLINE_CATALOG " + - "+ DBMS_LOGMNR.CONTINUOUS_MINE " + - "+ DBMS_LOGMNR.COMMITTED_DATA_ONLY " + - "+ DBMS_LOGMNR.STRING_LITERALS_IN_STMT" + - ");" + - "END;"; - - public final static String SQL_SELECT_DATA = "SELECT SCN, COMMIT_SCN, TIMESTAMP, OPERATION, SEG_OWNER, TABLE_NAME, SQL_REDO, ROW_ID, CSF " + - " FROM v$logmnr_contents " + - " WHERE SCN >=?"; - - public final static String SQL_GET_CURRENT_SCN = "select min(CURRENT_SCN) CURRENT_SCN from gv$database"; - - public final static String SQL_GET_LOG_FILE_START_POSITION = "select min(FIRST_CHANGE#) FIRST_CHANGE# from (select FIRST_CHANGE# from v$log union select FIRST_CHANGE# from v$archived_log where standby_dest='NO')"; - - public final static String SQL_GET_LOG_FILE_START_POSITION_BY_SCN = "select min(FIRST_CHANGE#) FIRST_CHANGE# from (select FIRST_CHANGE# from v$log where ? between FIRST_CHANGE# and NEXT_CHANGE# union select FIRST_CHANGE# from v$archived_log where ? between FIRST_CHANGE# and NEXT_CHANGE# and standby_dest='NO')"; - - public final static String SQL_GET_LOG_FILE_START_POSITION_BY_TIME = "select min(FIRST_CHANGE#) FIRST_CHANGE# from (select FIRST_CHANGE# from v$log where TO_DATE(?, 'YYYY-MM-DD HH24:MI:SS') between FIRST_TIME and NVL(NEXT_TIME, TO_DATE(?, 'YYYY-MM-DD HH24:MI:SS')) union select FIRST_CHANGE# from v$archived_log where TO_DATE(?, 'YYYY-MM-DD HH24:MI:SS') between FIRST_TIME and NEXT_TIME and standby_dest='NO')"; - - private final static List SUPPORTED_OPERATIONS = Arrays.asList("UPDATE", "INSERT", "DELETE"); - - public static List EXCLUDE_SCHEMAS = Arrays.asList("SYS"); - - public static SnowflakeIdWorker idWorker = new SnowflakeIdWorker(1, 1); - - public static String buildSelectSql(String listenerOptions, String listenerTables){ - StringBuilder sqlBuilder = new StringBuilder(SQL_SELECT_DATA); - - if (StringUtils.isNotEmpty(listenerOptions)) { - sqlBuilder.append(" and ").append(buildOperationFilter(listenerOptions)); - } - - if (StringUtils.isNotEmpty(listenerTables)) { - sqlBuilder.append(" and ").append(buildSchemaTableFilter(listenerTables)); - } else { - sqlBuilder.append(" and ").append(buildExcludeSchemaFilter()); - } - - return sqlBuilder.toString(); - } - - private static String buildOperationFilter(String listenerOptions){ - List standardOperations = new ArrayList<>(); - - String[] operations = listenerOptions.split(","); - for (String operation : operations) { - if (!SUPPORTED_OPERATIONS.contains(operation.toUpperCase())) { - throw new RuntimeException("不支持的操作类型:" + operation); - } - - standardOperations.add(String.format("'%s'", operation.toUpperCase())); - } - - return String.format("OPERATION in (%s) ", StringUtils.join(standardOperations, ",")); - } - - private static String buildExcludeSchemaFilter(){ - List filters = new ArrayList<>(); - for (String excludeSchema : EXCLUDE_SCHEMAS) { - filters.add(String.format("SEG_OWNER != '%s'", excludeSchema)); - } - - return String.format("(%s)", StringUtils.join(filters, " and ")); - } - - private static String buildSchemaTableFilter(String listenerTables){ - List filters = new ArrayList<>(); - - String[] tableWithSchemas = listenerTables.split(","); - for (String tableWithSchema : tableWithSchemas){ - List tables = Arrays.asList(tableWithSchema.split("\\.")); - if ("*".equals(tables.get(0))) { - throw new IllegalArgumentException("必须指定要采集的schema:" + tableWithSchema); - } - - StringBuilder tableFilterBuilder = new StringBuilder(); - tableFilterBuilder.append(String.format("SEG_OWNER='%s'", tables.get(0))); - - if(!"*".equals(tables.get(1))){ - tableFilterBuilder.append(" and ").append(String.format("TABLE_NAME='%s'", tables.get(1))); - } - - filters.add(String.format("(%s)", tableFilterBuilder.toString())); - } - - return String.format("(%s)", StringUtils.join(filters, " or ")); - } - - public static Row parseSql(ResultSet logMinerData, String sqlRedo, boolean pavingData) throws JSQLParserException, SQLException { - String schema = logMinerData.getString(KEY_SEG_OWNER); - String tableName = logMinerData.getString(KEY_TABLE_NAME); - String operation = logMinerData.getString(KEY_OPERATION); - Timestamp timestamp = logMinerData.getTimestamp(KEY_TIMESTAMP); - - final Map message = new LinkedHashMap<>(); - message.put("type", operation); - message.put("schema", schema); - message.put("table", tableName); - message.put("ts", idWorker.nextId()); - - String sqlRedo2=sqlRedo.replace("IS NULL", "= NULL"); - Statement stmt = CCJSqlParserUtil.parse(sqlRedo2); - LinkedHashMap afterDataMap = new LinkedHashMap<>(); - LinkedHashMap beforeDataMap = new LinkedHashMap<>(); - - if (stmt instanceof Insert){ - parseInsertStmt((Insert) stmt, beforeDataMap, afterDataMap); - }else if (stmt instanceof Update){ - parseUpdateStmt((Update) stmt, beforeDataMap, afterDataMap); - }else if (stmt instanceof Delete){ - parseDeleteStmt((Delete) stmt, beforeDataMap, afterDataMap); - } - - if (pavingData) { - afterDataMap.forEach((key, val) -> { - message.put("after_" + key, val); - }); - - beforeDataMap.forEach((key, val) -> { - message.put("before_" + key, val); - }); - - return Row.of(message); - } else { - message.put("before", beforeDataMap); - message.put("after", afterDataMap); - Map event = new HashMap<>(1); - event.put("message", message); - - return Row.of(event); - } - } - - private static void parseInsertStmt(Insert insert, LinkedHashMap beforeDataMap, LinkedHashMap afterDataMap){ - for (Column column : insert.getColumns()){ - afterDataMap.put(cleanString(column.getColumnName()), null); - } - - ExpressionList eList = (ExpressionList) insert.getItemsList(); - List valueList = eList.getExpressions(); - int i =0; - for (String key : afterDataMap.keySet()){ - String value = cleanString(valueList.get(i).toString()); - afterDataMap.put(key, value); - beforeDataMap.put(key, null); - i++; - } - } - - private static void parseUpdateStmt(Update update, LinkedHashMap beforeDataMap, LinkedHashMap afterDataMap){ - for (Column c : update.getColumns()){ - afterDataMap.put(cleanString(c.getColumnName()), null); - } - - Iterator iterator = update.getExpressions().iterator(); - - for (String key : afterDataMap.keySet()){ - Object o = iterator.next(); - String value = cleanString(o.toString()); - afterDataMap.put(key, value); - } - - update.getWhere().accept(new ExpressionVisitorAdapter() { - @Override - public void visit(final EqualsTo expr){ - String col = cleanString(expr.getLeftExpression().toString()); - if(afterDataMap.containsKey(col)){ - String value = cleanString(expr.getRightExpression().toString()); - beforeDataMap.put(col, value); - } - } - }); - } - - private static void parseDeleteStmt(Delete delete, LinkedHashMap beforeDataMap, LinkedHashMap afterDataMap){ - delete.getWhere().accept(new ExpressionVisitorAdapter(){ - @Override - public void visit(final EqualsTo expr){ - String col = cleanString(expr.getLeftExpression().toString()); - String value = cleanString(expr.getRightExpression().toString()); - beforeDataMap.put(col, value); - afterDataMap.put(col, null); - } - }); - } - - private static String cleanString(String str) { - if (str.startsWith(ColumnType.TIMESTAMP.name().toUpperCase())) { - str = str.replace("TIMESTAMP ", ""); - } - - if (str.startsWith(ConstantValue.SINGLE_QUOTE_MARK_SYMBOL) && str.endsWith(ConstantValue.SINGLE_QUOTE_MARK_SYMBOL)) { - str = str.substring(1, str.length() - 1); - } - - if (str.startsWith(ConstantValue.DOUBLE_QUOTE_MARK_SYMBOL) && str.endsWith(ConstantValue.DOUBLE_QUOTE_MARK_SYMBOL)) { - str = str.substring(1, str.length() - 1); - } - - return str.replace("IS NULL","= NULL").trim(); - } - - public static boolean isCreateTemporaryTableSql(String sql) { - return sql.contains("temporary tables"); - } - - public static void configStatement(java.sql.Statement statement, LogMinerConfig config) throws SQLException{ - if (config.getQueryTimeout() != null) { - statement.setQueryTimeout(config.getQueryTimeout().intValue()); - } - } -} \ No newline at end of file diff --git a/flinkx-oraclelogminer/pom.xml b/flinkx-oraclelogminer/pom.xml deleted file mode 100644 index b737df24ab..0000000000 --- a/flinkx-oraclelogminer/pom.xml +++ /dev/null @@ -1,26 +0,0 @@ - - - - flinkx-all - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-oraclelogminer - pom - - flinkx-oraclelogminer-reader - - - - - com.dtstack.flinkx - flinkx-core - 1.6 - provided - - - \ No newline at end of file diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml deleted file mode 100644 index 8c19fad040..0000000000 --- a/flinkx-saphana/flinkx-saphana-writer/pom.xml +++ /dev/null @@ -1,101 +0,0 @@ - - - - flinkx-saphana - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-saphana-writer - - - - com.dtstack.flinkx - flinkx-saphana-core - 1.6 - - - com.dtstack.flinkx - flinkx-rdb-writer - 1.6 - provided - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - org.slf4j:slf4j-api - log4j:log4j - ch.qos.logback:* - - - - - *:* - - META-INF/*.SF - META-INF/*.DSA - META-INF/*.RSA - - - - - - io.netty - shade.saphanawriter.io.netty - - - com.google - shade.saphanawriter.com.google - - - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/pom.xml b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/pom.xml deleted file mode 100644 index eb0a6aa124..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/pom.xml +++ /dev/null @@ -1,22 +0,0 @@ - - - - flinkx-sqlservercdc - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-sqlservercdc-core - - - - com.microsoft.sqlserver - mssql-jdbc - 7.2.2.jre8 - - - - \ No newline at end of file diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/ChangeTable.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/ChangeTable.java deleted file mode 100644 index ed29f2607e..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/ChangeTable.java +++ /dev/null @@ -1,117 +0,0 @@ -/* - * Copyright Debezium Authors. - * - * Licensed under the Apache Software License version 2.0, available at http://www.apache.org/licenses/LICENSE-2.0 - */ -package com.dtstack.flinkx.sqlservercdc; - -import java.util.List; -import java.util.Objects; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - *

- * this class is copied from (https://github.com/debezium/debezium). - * but there are some different from the origin. - * - * @author tudou - */ -public class ChangeTable { - - private static final String CDC_SCHEMA = "cdc"; - private final String captureInstance; - private final TableId sourceTableId; - private final TableId changeTableId; - private final Lsn startLsn; - private Lsn stopLsn; - private List columnList; - private final int changeTableObjectId; - - public ChangeTable(TableId sourceTableId, String captureInstance, int changeTableObjectId, Lsn startLsn, Lsn stopLsn, List columnList) { - super(); - this.sourceTableId = sourceTableId; - this.captureInstance = captureInstance; - this.changeTableObjectId = changeTableObjectId; - this.startLsn = startLsn; - this.stopLsn = stopLsn; - this.columnList = columnList; - this.changeTableId = sourceTableId != null ? new TableId(sourceTableId.getCatalogName(), CDC_SCHEMA, captureInstance + "_CT") : null; - } - - public ChangeTable(String captureInstance, int changeTableObjectId, Lsn startLsn, Lsn stopLsn, List columnList) { - this(null, captureInstance, changeTableObjectId, startLsn, stopLsn, columnList); - } - - public String getCaptureInstance() { - return captureInstance; - } - - public Lsn getStartLsn() { - return startLsn; - } - - public Lsn getStopLsn() { - return stopLsn; - } - - public void setStopLsn(Lsn stopLsn) { - this.stopLsn = stopLsn; - } - - public TableId getSourceTableId() { - return sourceTableId; - } - - public List getColumnList() { - return columnList; - } - - public void setColumnList(List columnList) { - this.columnList = columnList; - } - - public TableId getChangeTableId() { - return changeTableId; - } - - public int getChangeTableObjectId() { - return changeTableObjectId; - } - - @Override - public String toString() { - return "ChangeTable{" + - "captureInstance='" + captureInstance + '\'' + - ", sourceTableId=" + sourceTableId + - ", changeTableId=" + changeTableId + - ", startLsn=" + startLsn + - ", stopLsn=" + stopLsn + - ", columnList=" + columnList + - ", changeTableObjectId=" + changeTableObjectId + - '}'; - } - - @Override - public boolean equals(Object o) { - if (this == o) { - return true; - } - if (o == null || getClass() != o.getClass()) { - return false; - } - ChangeTable that = (ChangeTable) o; - return changeTableObjectId == that.changeTableObjectId && - Objects.equals(captureInstance, that.captureInstance) && - Objects.equals(sourceTableId, that.sourceTableId) && - Objects.equals(changeTableId, that.changeTableId) && - Objects.equals(startLsn, that.startLsn) && - Objects.equals(stopLsn, that.stopLsn) && - Objects.equals(columnList, that.columnList); - } - - @Override - public int hashCode() { - return Objects.hash(captureInstance, sourceTableId, changeTableId, startLsn, stopLsn, columnList, changeTableObjectId); - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/ChangeTablePointer.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/ChangeTablePointer.java deleted file mode 100644 index 4b180188a6..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/ChangeTablePointer.java +++ /dev/null @@ -1,84 +0,0 @@ -/* - * Copyright Debezium Authors. - * - * Licensed under the Apache Software License version 2.0, available at http://www.apache.org/licenses/LICENSE-2.0 - */ -package com.dtstack.flinkx.sqlservercdc; - -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.sql.ResultSet; -import java.sql.SQLException; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - *

- * this class is copied from (https://github.com/debezium/debezium). - * - * @author tudou - */ -public class ChangeTablePointer { - private static final Logger LOG = LoggerFactory.getLogger(ChangeTablePointer.class); - - private static final int COL_COMMIT_LSN = 1; - private static final int COL_ROW_LSN = 2; - private static final int COL_OPERATION = 3; - private static final int COL_DATA = 5; - - private final ChangeTable changeTable; - private final ResultSet resultSet; - private boolean completed = false; - private TxLogPosition currentChangePosition; - - public ChangeTablePointer(ChangeTable changeTable, ResultSet resultSet) { - this.changeTable = changeTable; - this.resultSet = resultSet; - } - - public ChangeTable getChangeTable() { - return changeTable; - } - - public TxLogPosition getChangePosition() throws SQLException { - return currentChangePosition; - } - - public int getOperation() throws SQLException { - return resultSet.getInt(COL_OPERATION); - } - - public Object[] getData() throws SQLException { - final int dataColumnCount = resultSet.getMetaData().getColumnCount() - (COL_DATA - 1); - final Object[] data = new Object[dataColumnCount]; - for (int i = 0; i < dataColumnCount; i++) { - data[i] = resultSet.getObject(COL_DATA + i); - } - return data; - } - - public boolean next() throws SQLException { - completed = !resultSet.next(); - currentChangePosition = completed ? TxLogPosition.NULL : TxLogPosition.valueOf(Lsn.valueOf(resultSet.getBytes(COL_COMMIT_LSN)), Lsn.valueOf(resultSet.getBytes(COL_ROW_LSN))); - if (completed) { - LOG.debug("Closing result set of change tables for table {}", changeTable); - resultSet.close(); - } - return !completed; - } - - public boolean isCompleted() { - return completed; - } - - public int compareTo(ChangeTablePointer o) throws SQLException { - return getChangePosition().compareTo(o.getChangePosition()); - } - - @Override - public String toString() { - return "ChangeTablePointer [changeTable=" + changeTable + ", resultSet=" + resultSet + ", completed=" - + completed + ", currentChangePosition=" + currentChangePosition + "]"; - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/Lsn.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/Lsn.java deleted file mode 100644 index a390fb8ddf..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/Lsn.java +++ /dev/null @@ -1,142 +0,0 @@ -/* - * Copyright Debezium Authors. - * - * Licensed under the Apache Software License version 2.0, available at http://www.apache.org/licenses/LICENSE-2.0 - */ -package com.dtstack.flinkx.sqlservercdc; - -import com.dtstack.flinkx.util.StringUtil; - -import java.util.Arrays; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - *

- * this class is copied from (https://github.com/debezium/debezium). - * but there are some different from the origin. - * - * @author tudou - */ -public class Lsn implements Comparable { - - private static final String NULL_STRING = "NULL"; - - public static final Lsn NULL = new Lsn(null); - - private final byte[] binary; - private int[] unsignedBinary; - - private String string; - - private Lsn(byte[] binary) { - this.binary = binary; - } - - public byte[] getBinary() { - return binary; - } - - public boolean isAvailable() { - return binary != null; - } - - private int[] getUnsignedBinary() { - if (unsignedBinary != null || binary == null) { - return unsignedBinary; - } - - unsignedBinary = new int[binary.length]; - for (int i = 0; i < binary.length; i++) { - unsignedBinary[i] = Byte.toUnsignedInt(binary[i]); - } - return unsignedBinary; - } - - @Override - public String toString() { - if (string != null) { - return string; - } - final StringBuilder sb = new StringBuilder(); - if (binary == null) { - return NULL_STRING; - } - final int[] unsigned = getUnsignedBinary(); - for (int i = 0; i < unsigned.length; i++) { - final String byteStr = Integer.toHexString(unsigned[i]); - if (byteStr.length() == 1) { - sb.append('0'); - } - sb.append(byteStr); - if (i == 3 || i == 7) { - sb.append(':'); - } - } - string = sb.toString(); - return string; - } - - public static Lsn valueOf(String lsnString) { - return (lsnString == null || NULL_STRING.equals(lsnString)) ? NULL : new Lsn(StringUtil.hexStringToByteArray(lsnString.replace(":", ""))); - } - - public static Lsn valueOf(byte[] lsnBinary) { - return (lsnBinary == null) ? NULL : new Lsn(lsnBinary); - } - - @Override - public int hashCode() { - final int prime = 31; - int result = 1; - result = prime * result + Arrays.hashCode(binary); - return result; - } - - @Override - public boolean equals(Object obj) { - if (this == obj) { - return true; - } - if (obj == null) { - return false; - } - if (getClass() != obj.getClass()) { - return false; - } - Lsn other = (Lsn) obj; - if (!Arrays.equals(binary, other.binary)) { - return false; - } - return true; - } - - @Override - public int compareTo(Lsn o) { - if (this == o) { - return 0; - } - if (!this.isAvailable()) { - if (!o.isAvailable()) { - return 0; - } - return -1; - } - if (!o.isAvailable()) { - return 1; - } - final int[] thisU = getUnsignedBinary(); - final int[] thatU = o.getUnsignedBinary(); - for (int i = 0; i < thisU.length; i++) { - final int diff = thisU[i] - thatU[i]; - if (diff != 0) { - return diff; - } - } - return 0; - } - - public boolean isBetween(Lsn from, Lsn to) { - return this.compareTo(from) >= 0 && this.compareTo(to) < 0; - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcConfigKeys.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcConfigKeys.java deleted file mode 100644 index 7945d21a7d..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcConfigKeys.java +++ /dev/null @@ -1,45 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.sqlservercdc; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - * - * @author tudou - */ -public class SqlServerCdcConfigKeys { - - public static final String KEY_USER_NAME = "username"; - - public static final String KEY_PASSWORD = "password"; - - public static final String KEY_URL = "url"; - - public final static String KEY_DATABASE_NAME = "databaseName"; - - public final static String KEY_CATALOG = "cat"; - - public final static String KEY_PAVING_DATA = "pavingData"; - - public final static String KEY_TABLE_LIST = "tableList"; - - public final static String KEY_POLL_INTERVAL = "pollInterval"; - - public final static String KEY_LSN = "lsn"; -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcUtil.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcUtil.java deleted file mode 100644 index 68f3624c63..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcUtil.java +++ /dev/null @@ -1,310 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.sqlservercdc; - -import com.dtstack.flinkx.util.ClassUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.dtstack.flinkx.util.TelnetUtil; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.io.BufferedReader; -import java.sql.*; -import java.util.*; -import java.util.concurrent.CopyOnWriteArraySet; -import java.util.regex.Matcher; -import java.util.regex.Pattern; -import java.util.stream.Collectors; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - * - * @author tudou - */ -public class SqlServerCdcUtil { - private static final Logger LOG = LoggerFactory.getLogger(SqlServerCdcUtil.class); - - public static final String DRIVER = "com.microsoft.sqlserver.jdbc.SQLServerDriver"; - public static Pattern p = Pattern.compile("\\[(.*?)]"); - - private static final String STATEMENTS_PLACEHOLDER = "#"; - private static final String CHECK_CDC_DATABASE = "select 1 from sys.databases where name='%s' AND is_cdc_enabled=1"; - private static final String CHECK_CDC_TABLE = "select sys.schemas.name+'.'+sys.tables.name from sys.tables, sys.schemas where sys.tables.is_tracked_by_cdc = 1 and sys.tables.schema_id = sys.schemas.schema_id;"; - private static final String GET_LIST_OF_CDC_ENABLED_TABLES = "EXEC sys.sp_cdc_help_change_data_capture"; - private static final String GET_MAX_LSN = "SELECT sys.fn_cdc_get_max_lsn()"; - private static final String INCREMENT_LSN = "SELECT sys.fn_cdc_increment_lsn(?)"; - private static final String GET_ALL_CHANGES_FOR_TABLE = "SELECT * FROM cdc.[fn_cdc_get_all_changes_#](ISNULL(?,sys.fn_cdc_get_min_lsn('#')), ?, N'all update old')"; - - public static void changeDatabase(Connection conn, String databaseName) throws SQLException { - conn.createStatement().execute(" use " + databaseName); - } - - public static boolean checkEnabledCdcDatabase(Connection conn, String databaseName) throws SQLException { - Statement statement = null; - ResultSet rs = null; - boolean ret; - try { - statement = conn.createStatement(); - rs = statement.executeQuery(String.format(CHECK_CDC_DATABASE, databaseName)); - ret = rs.next(); - } catch (SQLException e) { - LOG.error("error to query {} Enabled CDC or not, sql = {}, e = {}", databaseName, String.format(CHECK_CDC_DATABASE, databaseName), ExceptionUtil.getErrorMessage(e)); - throw e; - } finally { - closeDbResources(rs, statement, null, false); - } - return ret; - } - - public static Set checkUnEnabledCdcTables(Connection conn, Collection tableSet) throws SQLException { - Statement statement = null; - ResultSet rs = null; - CopyOnWriteArraySet unEnabledCdcTables = new CopyOnWriteArraySet<>(tableSet); - try { - statement = conn.createStatement(); - rs = statement.executeQuery(CHECK_CDC_TABLE); - while (rs.next()) { - String tableName = rs.getString(1); - unEnabledCdcTables.remove(tableName); - } - } catch (SQLException e) { - LOG.error("error to query UnEnabled CDC Tables, sql = {}, e = {}", CHECK_CDC_TABLE, ExceptionUtil.getErrorMessage(e)); - throw e; - } finally { - closeDbResources(rs, statement, null, false); - } - return unEnabledCdcTables; - } - - public static Set queryChangeTableSet(Connection conn, String databaseName) throws SQLException { - Statement statement = null; - ResultSet rs = null; - Set changeTableSet = new HashSet<>(); - try { - statement = conn.createStatement(); - rs = statement.executeQuery(GET_LIST_OF_CDC_ENABLED_TABLES); - while (rs.next()) { - String column = rs.getString(15); - Matcher m = p.matcher(column); - List columnList = new ArrayList<>(); - while(m.find()){ - columnList.add(m.group(1)); - } - changeTableSet.add( - new ChangeTable( - new TableId(databaseName, rs.getString(1), rs.getString(2)), - rs.getString(3), - rs.getInt(4), - Lsn.valueOf(rs.getBytes(6)), - Lsn.valueOf(rs.getBytes(7)), - columnList - ) - ); - } - } catch (SQLException e) { - LOG.error("error to query change table set, e = {}", ExceptionUtil.getErrorMessage(e)); - throw e; - } finally { - closeDbResources(rs, statement, null, false); - } - return changeTableSet; - } - - public static Lsn getMaxLsn(Connection conn) throws SQLException { - Statement statement = null; - ResultSet rs = null; - Lsn lsn = null; - try { - statement = conn.createStatement(); - rs = statement.executeQuery(GET_MAX_LSN); - rs.next(); - lsn = Lsn.valueOf(rs.getBytes(1)); - } catch (SQLException e) { - LOG.error("error to query change table set, e = {}", ExceptionUtil.getErrorMessage(e)); - throw e; - } finally { - closeDbResources(rs, statement, null, false); - } - return lsn; - } - - public static ChangeTable[] getCdcTablesToQuery(Connection conn, String databaseName, List tableList) throws SQLException { - Set cdcEnabledTableSet = SqlServerCdcUtil.queryChangeTableSet(conn, databaseName); - - if (cdcEnabledTableSet.isEmpty()) { - LOG.error("No table has enabled CDC or security constraints prevents getting the list of change tables"); - } - - Map> whitelistedCdcEnabledTables = cdcEnabledTableSet.stream() - .filter(changeTable -> { - String tableName = changeTable.getSourceTableId().getSchemaName() + "." + changeTable.getSourceTableId().getTableName(); - return tableList.contains(tableName); - }) - .collect(Collectors.groupingBy(ChangeTable::getSourceTableId)); - - List changeTableList = new ArrayList<>(); - for (List captures : whitelistedCdcEnabledTables.values()) { - ChangeTable currentTable = captures.get(0); - if (captures.size() > 1) { - ChangeTable futureTable; - if (captures.get(0).getStartLsn().compareTo(captures.get(1).getStartLsn()) < 0) { - futureTable = captures.get(1); - } else { - currentTable = captures.get(1); - futureTable = captures.get(0); - } - currentTable.setStopLsn(futureTable.getStartLsn()); - changeTableList.add(futureTable); - LOG.info("Multiple capture instances present for the same table: {} and {}", currentTable, futureTable); - } - changeTableList.add(currentTable); - } - - return changeTableList.toArray(new ChangeTable[0]); - } - - public static Lsn incrementLsn(Connection conn, Lsn lsn) throws SQLException { - PreparedStatement ps = null; - ResultSet rs = null; - Lsn ret; - try { - ps = conn.prepareStatement(INCREMENT_LSN); - ps.setBytes(1, lsn.getBinary()); - rs = ps.executeQuery(); - rs.next(); - ret = Lsn.valueOf(rs.getBytes(1)); - } catch (SQLException e) { - LOG.error("error to query increment lsn, e = {}", ExceptionUtil.getErrorMessage(e)); - throw e; - } finally { - closeDbResources(rs, ps, null, false); - } - return ret; - } - - public static ResultSet[] getChangesForTables(Connection conn, ChangeTable[] changeTables, Lsn intervalFromLsn, Lsn intervalToLsn) throws SQLException { - ResultSet[] resultSets = new ResultSet[changeTables.length]; - String sql; - int idx = 0; - try { - for (ChangeTable changeTable : changeTables) { - sql = GET_ALL_CHANGES_FOR_TABLE.replace(STATEMENTS_PLACEHOLDER, changeTable.getCaptureInstance()); - Lsn fromLsn = changeTable.getStartLsn().compareTo(intervalFromLsn) > 0 ? changeTable.getStartLsn() : intervalFromLsn; - - //notice : statement is not closed, there maybe have problem. - PreparedStatement statement = conn.prepareStatement(sql); - statement.setBytes(1, fromLsn.getBinary()); - statement.setBytes(2, intervalToLsn.getBinary()); - ResultSet rs = statement.executeQuery(); - resultSets[idx] = rs; - idx++; - } - } catch (Exception e) { - LOG.error("error to getChangesForTables, e = {}", ExceptionUtil.getErrorMessage(e)); - throw e; - } - return resultSets; - } - - /** - * clob转string - * @param obj clob - * @return - * @throws Exception - */ - public static Object clobToString(Object obj) throws Exception{ - if(obj instanceof Clob){ - Clob clob = (Clob)obj; - BufferedReader bf = new BufferedReader(clob.getCharacterStream()); - StringBuilder stringBuilder = new StringBuilder(); - String line; - while ((line = bf.readLine()) != null){ - stringBuilder.append(line); - } - bf.close(); - return stringBuilder.toString(); - } else { - return obj; - } - } - - /** - * 获取jdbc连接(超时10S) - * @param url url - * @param username 账号 - * @param password 密码 - * @return - * @throws SQLException - */ - public static Connection getConnection(String url, String username, String password) throws SQLException { - Connection dbConn; - synchronized (ClassUtil.LOCK_STR){ - DriverManager.setLoginTimeout(10); - - // telnet - TelnetUtil.telnet(url); - - if (username == null) { - dbConn = DriverManager.getConnection(url); - } else { - dbConn = DriverManager.getConnection(url, username, password); - } - } - - return dbConn; - } - - - /** - * 关闭连接资源 - * @param rs ResultSet - * @param stmt Statement - * @param conn Connection - * @param commit - */ - public static void closeDbResources(ResultSet rs, Statement stmt, Connection conn, boolean commit) { - if (null != rs) { - try { - rs.close(); - } catch (SQLException e) { - LOG.warn("Close resultSet error: {}", ExceptionUtil.getErrorMessage(e)); - } - } - - if (null != stmt) { - try { - stmt.close(); - } catch (SQLException e) { - LOG.warn("Close statement error:{}", ExceptionUtil.getErrorMessage(e)); - } - } - - if (null != conn) { - try { - if(commit && !conn.isClosed()){ - conn.commit(); - } - - conn.close(); - } catch (SQLException e) { - LOG.warn("Close connection error:{}", ExceptionUtil.getErrorMessage(e)); - } - } - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlserverCdcEnum.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlserverCdcEnum.java deleted file mode 100644 index b4fa84fb8b..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlserverCdcEnum.java +++ /dev/null @@ -1,91 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.sqlservercdc; - -import java.util.Collections; -import java.util.HashSet; -import java.util.Objects; -import java.util.Set; - -/** - * Date: 2019/12/05 - * Company: www.dtstack.com - * - * @author tudou - */ -public enum SqlserverCdcEnum { - /** - * 操作未知 - */ - UNKNOWN(-1, "unknown"), - /** - * 删除操作 - */ - DELETE(1, "delete"), - /** - * 插入操作 - */ - INSERT(2, "insert"), - /** - * 更新前操作 - */ - UPDATE_BEFORE(3, "update_before"), - /** - * 更新后操作 - */ - UPDATE_AFTER(4, "update_after"); - - public int code; - public String name; - - SqlserverCdcEnum(int code, String name) { - this.code = code; - this.name = name; - } - - public static SqlserverCdcEnum getEnum(String name){ - switch (name.toLowerCase()){ - case "delete": return DELETE; - case "insert": return INSERT; - case "update_before": return UPDATE_BEFORE; - case "update_after": return UPDATE_AFTER; - default: return UNKNOWN; - } - } - - public static SqlserverCdcEnum getEnum(int code){ - switch (code){ - case 1: return DELETE; - case 2: return INSERT; - case 3: return UPDATE_BEFORE; - case 4: return UPDATE_AFTER; - default: return UNKNOWN; - } - } - - public static Set transform(String name){ - if(Objects.equals(name, "update")){ - Set set = new HashSet<>(); - set.add(UPDATE_BEFORE.code); - set.add(UPDATE_AFTER.code); - return set; - }else{ - return Collections.singleton(getEnum(name).code); - } - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/TableId.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/TableId.java deleted file mode 100644 index dfd0a0f1c7..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/TableId.java +++ /dev/null @@ -1,184 +0,0 @@ -/* - * Copyright Debezium Authors. - * - * Licensed under the Apache Software License version 2.0, available at http://www.apache.org/licenses/LICENSE-2.0 - */ -package com.dtstack.flinkx.sqlservercdc; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - *

- * this class is copied from (https://github.com/debezium/debezium). - * but there are some different from the origin. - * - * @author tudou - */ -public class TableId implements Comparable { - - /** - * Parse the supplied string, extracting up to the first 3 parts into a TableID. - * - * @param parts the parts of the identifier; may not be null - * @param numParts the number of parts to use for the table identifier - * @param useCatalogBeforeSchema {@code true} if the parsed string contains only 2 items and the first should be used as - * the catalog and the second as the table name, or {@code false} if the first should be used as the schema and the - * second as the table name - * @return the table ID, or null if it could not be parsed - */ - protected static TableId parse(String[] parts, int numParts, boolean useCatalogBeforeSchema) { - if (numParts == 0) { - return null; - } - if (numParts == 1) { - // table only - return new TableId(null, null, parts[0]); - } - if (numParts == 2) { - if (useCatalogBeforeSchema) { - // catalog & table only - return new TableId(parts[0], null, parts[1]); - } - // schema & table only - return new TableId(null, parts[0], parts[1]); - } - // catalog, schema & table - return new TableId(parts[0], parts[1], parts[2]); - } - - private final String catalogName; - private final String schemaName; - private final String tableName; - private final String id; - - /** - * Create a new table identifier. - * - * @param catalogName the name of the database catalog that contains the table; may be null if the JDBC driver does not - * show a schema for this table - * @param schemaName the name of the database schema that contains the table; may be null if the JDBC driver does not - * show a schema for this table - * @param tableName the name of the table; may not be null - */ - public TableId(String catalogName, String schemaName, String tableName) { - this.catalogName = catalogName; - this.schemaName = schemaName; - this.tableName = tableName; - assert this.tableName != null; - this.id = tableId(this.catalogName, this.schemaName, this.tableName); - } - - public String getCatalogName() { - return catalogName; - } - - public String getSchemaName() { - return schemaName; - } - - public String getTableName() { - return tableName; - } - - @Override - public int compareTo(TableId that) { - if (this == that) { - return 0; - } - return this.id.compareTo(that.id); - } - - public int compareToIgnoreCase(TableId that) { - if (this == that) { - return 0; - } - return this.id.compareToIgnoreCase(that.id); - } - - @Override - public int hashCode() { - return id.hashCode(); - } - - @Override - public boolean equals(Object obj) { - if (obj instanceof TableId) { - return this.compareTo((TableId) obj) == 0; - } - return false; - } - - @Override - public String toString() { - return id; - } - - /** - * Returns a dot-separated String representation of this identifier, quoting all - * name parts with the {@code "} char. - */ - public String toDoubleQuotedString() { - return toQuotedString('"'); - } - - /** - * Returns a dot-separated String representation of this identifier, quoting all - * name parts with the given quoting char. - */ - public String toQuotedString(char quotingChar) { - StringBuilder quoted = new StringBuilder(); - - if (catalogName != null && !catalogName.isEmpty()) { - quoted.append(quote(catalogName, quotingChar)).append("."); - } - - if (schemaName != null && !schemaName.isEmpty()) { - quoted.append(quote(schemaName, quotingChar)).append("."); - } - - quoted.append(quote(tableName, quotingChar)); - - return quoted.toString(); - } - - private static String tableId(String catalog, String schema, String table) { - if (catalog == null || catalog.length() == 0) { - if (schema == null || schema.length() == 0) { - return table; - } - return schema + "." + table; - } - if (schema == null || schema.length() == 0) { - return catalog + "." + table; - } - return catalog + "." + schema + "." + table; - } - - /** - * Quotes the given identifier part, e.g. schema or table name. - */ - private static String quote(String identifierPart, char quotingChar) { - if (identifierPart == null) { - return null; - } - - if (identifierPart.isEmpty()) { - return String.valueOf(quotingChar) + quotingChar; - } - - if (identifierPart.charAt(0) != quotingChar && identifierPart.charAt(identifierPart.length() - 1) != quotingChar) { - identifierPart = identifierPart.replace(quotingChar + "", repeat(quotingChar)); - identifierPart = quotingChar + identifierPart + quotingChar; - } - - return identifierPart; - } - - private static String repeat(char quotingChar) { - return String.valueOf(quotingChar) + quotingChar; - } - - public TableId toLowercase() { - return new TableId(catalogName, schemaName, tableName.toLowerCase()); - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/TxLogPosition.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/TxLogPosition.java deleted file mode 100644 index 4fcb7d69a2..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/TxLogPosition.java +++ /dev/null @@ -1,101 +0,0 @@ -/* - * Copyright Debezium Authors. - * - * Licensed under the Apache Software License version 2.0, available at http://www.apache.org/licenses/LICENSE-2.0 - */ -package com.dtstack.flinkx.sqlservercdc; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - *

- * this class is copied from (https://github.com/debezium/debezium). - * but there are some different from the origin. - * - * @author tudou - */ -public class TxLogPosition implements Comparable{ - public static final TxLogPosition NULL = new TxLogPosition(null, null); - private final Lsn commitLsn; - private final Lsn inTxLsn; - - private TxLogPosition(Lsn commitLsn, Lsn inTxLsn) { - this.commitLsn = commitLsn; - this.inTxLsn = inTxLsn; - } - - public Lsn getCommitLsn() { - return commitLsn; - } - - public Lsn getInTxLsn() { - return inTxLsn; - } - - @Override - public String toString() { - return this == NULL ? "NULL" : commitLsn + "(" + inTxLsn + ")"; - } - - @Override - public int hashCode() { - final int prime = 31; - int result = 1; - result = prime * result + ((commitLsn == null) ? 0 : commitLsn.hashCode()); - result = prime * result + ((inTxLsn == null) ? 0 : inTxLsn.hashCode()); - return result; - } - - @Override - public boolean equals(Object obj){ - if (this == obj) { - return true; - } - if (obj == null) { - return false; - } - if (getClass() != obj.getClass()) { - return false; - } - TxLogPosition other = (TxLogPosition) obj; - if (commitLsn == null) { - if (other.commitLsn != null) { - return false; - } - } - else if (!commitLsn.equals(other.commitLsn)) { - return false; - } - if (inTxLsn == null) { - if (other.inTxLsn != null) { - return false; - } - } - else if (!inTxLsn.equals(other.inTxLsn)) { - return false; - } - return true; - } - - @Override - public int compareTo(TxLogPosition o) { - final int comparison = commitLsn.compareTo(o.getCommitLsn()); - return comparison == 0 ? inTxLsn.compareTo(o.inTxLsn) : comparison; - } - - public static TxLogPosition valueOf(Lsn commitLsn, Lsn inTxLsn) { - return commitLsn == null && inTxLsn == null ? NULL - : new TxLogPosition( - commitLsn == null ? Lsn.NULL : commitLsn, - inTxLsn == null ? Lsn.NULL : inTxLsn - ); - } - - public static TxLogPosition valueOf(Lsn commitLsn) { - return valueOf(commitLsn, Lsn.NULL); - } - - public boolean isAvailable() { - return inTxLsn != null && commitLsn != null; - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/pom.xml b/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/pom.xml deleted file mode 100644 index 08aa96dc6f..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/pom.xml +++ /dev/null @@ -1,69 +0,0 @@ - - - - flinkx-sqlservercdc - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-sqlservercdc-reader - - - - com.dtstack.flinkx - flinkx-sqlservercdc-core - 1.6 - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/format/SqlserverCdcInputFormat.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/format/SqlserverCdcInputFormat.java deleted file mode 100644 index 63aa6fba93..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/format/SqlserverCdcInputFormat.java +++ /dev/null @@ -1,208 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.sqlservercdc.format; - -import com.dtstack.flinkx.inputformat.BaseRichInputFormat; -import com.dtstack.flinkx.restore.FormatState; -import com.dtstack.flinkx.sqlservercdc.Lsn; -import com.dtstack.flinkx.sqlservercdc.SqlServerCdcUtil; -import com.dtstack.flinkx.sqlservercdc.TxLogPosition; -import com.dtstack.flinkx.sqlservercdc.listener.SqlServerCdcListener; -import com.dtstack.flinkx.util.ClassUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.google.common.util.concurrent.ThreadFactoryBuilder; -import org.apache.commons.collections.CollectionUtils; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.core.io.GenericInputSplit; -import org.apache.flink.core.io.InputSplit; -import org.apache.flink.types.Row; - -import java.io.IOException; -import java.sql.Connection; -import java.util.List; -import java.util.Map; -import java.util.Set; -import java.util.concurrent.*; - -import static com.dtstack.flinkx.sqlservercdc.SqlServerCdcUtil.DRIVER; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - * - * @author tudou - */ -public class SqlserverCdcInputFormat extends BaseRichInputFormat { - protected String username; - protected String password; - protected String url; - protected String databaseName; - protected boolean pavingData = false; - protected List tableList; - protected String cat; - protected long pollInterval; - protected String lsn; - - private Connection conn; - private TxLogPosition logPosition; - - private transient BlockingQueue> queue; - private transient ExecutorService executor; - private volatile boolean running = false; - - @Override - protected void openInternal(InputSplit inputSplit) { - ThreadFactory namedThreadFactory = new ThreadFactoryBuilder().setNameFormat("cdcListener-pool-%d").build(); - executor = new ThreadPoolExecutor(1, 1, - 0L, TimeUnit.MILLISECONDS, - new LinkedBlockingQueue<>(1024), namedThreadFactory, new ThreadPoolExecutor.AbortPolicy()); - queue = new SynchronousQueue<>(false); - - if (inputSplit.getSplitNumber() != 0) { - LOG.info("sqlServer cdc openInternal split number:{} abort...", inputSplit.getSplitNumber()); - return; - } - - LOG.info("sqlServer cdc openInternal split number:{} start...", inputSplit.getSplitNumber()); - try { - ClassUtil.forName(DRIVER, getClass().getClassLoader()); - conn = SqlServerCdcUtil.getConnection(url, username, password); - conn.setAutoCommit(false); - SqlServerCdcUtil.changeDatabase(conn, databaseName); - if(!SqlServerCdcUtil.checkEnabledCdcDatabase(conn, databaseName)){ - LOG.error("{} is not enable sqlServer CDC", databaseName); - throw new UnsupportedOperationException(databaseName + " is not enable sqlServer CDC "); - } - - Set unEnabledCdcTables = SqlServerCdcUtil.checkUnEnabledCdcTables(conn, tableList); - if(CollectionUtils.isNotEmpty(unEnabledCdcTables)){ - String tables = unEnabledCdcTables.toString(); - LOG.error("{} is not enable sqlServer CDC", tables); - throw new UnsupportedOperationException(tables + " is not enable sqlServer CDC "); - } - if(StringUtils.isNotBlank(lsn)){ - logPosition = TxLogPosition.valueOf(Lsn.valueOf(lsn)); - }else if(formatState != null && formatState.getState() != null){ - logPosition = (TxLogPosition)formatState.getState(); - }else{ - logPosition = TxLogPosition.valueOf(SqlServerCdcUtil.getMaxLsn(conn)); - } - - executor.submit(new SqlServerCdcListener(this)); - running = true; - } catch (Exception e) { - LOG.error("SqlserverCdcInputFormat open() failed, e = {}", ExceptionUtil.getErrorMessage(e)); - throw new RuntimeException("SqlserverCdcInputFormat open() failed, e = " + ExceptionUtil.getErrorMessage(e)); - } - - LOG.info("SqlserverCdcInputFormat[{}]open: end", jobName); - } - - @Override - protected Row nextRecordInternal(Row row) throws IOException { - try { - Map map = queue.take(); - if(map.size() == 1){ - throw new IOException((String) map.get("e")); - }else{ - row = Row.of(map); - } - } catch (InterruptedException e) { - LOG.error("takeEvent interrupted error:{}", ExceptionUtil.getErrorMessage(e)); - } - return row; - } - - @Override - protected void closeInternal(){ - if (running) { - executor.shutdownNow(); - running = false; - LOG.warn("shutdown SqlServerCdcListener......"); - } - } - - - @Override - public InputSplit[] createInputSplitsInternal(int minNumSplits) { - InputSplit[] splits = new InputSplit[minNumSplits]; - for (int i = 0; i < minNumSplits; i++) { - splits[i] = new GenericInputSplit(i, minNumSplits); - } - return splits; - } - - @Override - public boolean reachedEnd() { - return false; - } - - @Override - public FormatState getFormatState() { - if (!restoreConfig.isRestore()) { - LOG.info("return null for formatState"); - return null; - } - - super.getFormatState(); - if (formatState != null) { - formatState.setState(logPosition); - } - return formatState; - } - - public void processEvent(Map event) { - try { - queue.put(event); - } catch (InterruptedException e) { - LOG.error("takeEvent interrupted event:{} error:{}", event, ExceptionUtil.getErrorMessage(e)); - } - } - - public String getDatabaseName() { - return databaseName; - } - - public boolean isPavingData() { - return pavingData; - } - - public List getTableList() { - return tableList; - } - - public String getCat() { - return cat; - } - - public long getPollInterval() { - return pollInterval; - } - - public Connection getConn() { - return conn; - } - - public void setLogPosition(TxLogPosition logPosition) { - this.logPosition = logPosition; - } - - public TxLogPosition getLogPosition() { - return logPosition; - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/format/SqlserverCdcInputFormatBuilder.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/format/SqlserverCdcInputFormatBuilder.java deleted file mode 100644 index a0cd8b6a35..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/format/SqlserverCdcInputFormatBuilder.java +++ /dev/null @@ -1,98 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.sqlservercdc.format; - -import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; -import org.apache.commons.collections.CollectionUtils; -import org.apache.commons.lang.StringUtils; - -import java.util.List; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - * - * @author tudou - */ -public class SqlserverCdcInputFormatBuilder extends BaseRichInputFormatBuilder { - - protected SqlserverCdcInputFormat format; - - public SqlserverCdcInputFormatBuilder(){ - super.format = this.format = new SqlserverCdcInputFormat(); - } - - public void setUsername(String username) { - format.username = username; - } - - public void setPassword(String password) { - format.password = password; - } - - public void setUrl(String url) { - format.url = url; - } - - public void setDatabaseName(String databaseName) { - format.databaseName = databaseName; - } - - public void setPavingData(boolean pavingData) { - format.pavingData = pavingData; - } - - public void setTable(List table) { - format.tableList = table; - } - - public void setCat(String cat) { - format.cat = cat; - } - - public void setPollInterval(long pollInterval) { - format.pollInterval = pollInterval; - } - - public void setLsn(String lsn) { - format.lsn = lsn; - } - - - @Override - protected void checkFormat() { - if (StringUtils.isBlank(format.username)) { - throw new IllegalArgumentException("No username supplied"); - } - if (StringUtils.isBlank(format.password)) { - throw new IllegalArgumentException("No password supplied"); - } - if (StringUtils.isBlank(format.url)) { - throw new IllegalArgumentException("No url supplied"); - } - if (StringUtils.isBlank(format.databaseName)) { - throw new IllegalArgumentException("No databaseName supplied"); - } - if (CollectionUtils.isEmpty(format.tableList)) { - throw new IllegalArgumentException("No tableList supplied"); - } - if (StringUtils.isBlank(format.cat)) { - throw new IllegalArgumentException("No cat supplied"); - } - } -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/listener/SqlServerCdcListener.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/listener/SqlServerCdcListener.java deleted file mode 100644 index 83b63c642b..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/listener/SqlServerCdcListener.java +++ /dev/null @@ -1,204 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.sqlservercdc.listener; - -import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.sqlservercdc.*; -import com.dtstack.flinkx.sqlservercdc.format.SqlserverCdcInputFormat; -import com.dtstack.flinkx.util.Clock; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.dtstack.flinkx.util.Metronome; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.sql.Connection; -import java.sql.ResultSet; -import java.sql.SQLException; -import java.time.Duration; -import java.time.temporal.ChronoUnit; -import java.util.*; - -/** - * Date: 2019/12/04 - * Company: www.dtstack.com - * - * some code in run() are copied from (https://github.com/debezium/debezium). - * - * @author tudou - */ -public class SqlServerCdcListener implements Runnable{ - private static final Logger LOG = LoggerFactory.getLogger(SqlServerCdcListener.class); - - private SqlserverCdcInputFormat format; - private TxLogPosition logPosition; - private ChangeTable[] tablesSlot; - private Connection conn; - private List tableList; - private Set cat; - private boolean pavingData; - private Duration pollInterval; - - public SqlServerCdcListener(SqlserverCdcInputFormat format) throws SQLException { - this.format = format; - this.conn = format.getConn(); - this.logPosition = format.getLogPosition(); - this.tableList = format.getTableList(); - this.cat = new HashSet<>(); - for (String type : format.getCat().split(ConstantValue.COMMA_SYMBOL)) { - cat.addAll(SqlserverCdcEnum.transform(type)); - } - this.pavingData = format.isPavingData(); - this.tablesSlot = SqlServerCdcUtil.getCdcTablesToQuery(conn, format.getDatabaseName(), tableList); - this.pollInterval = Duration.of(format.getPollInterval(), ChronoUnit.MILLIS); - } - - @Override - public void run() { - LOG.info("SqlServerCdcListener start running....."); - try { - Metronome metronome = Metronome.sleeper(pollInterval, Clock.system()); - while (true){ - - Lsn currentMaxLsn = SqlServerCdcUtil.getMaxLsn(conn); - - // Shouldn't happen if the agent is running, but it is better to guard against such situation - if (!currentMaxLsn.isAvailable()) { - LOG.warn("No maximum LSN recorded in the database; please ensure that the SQL Server Agent is running"); - metronome.pause(); - continue; - } - - // There is no change in the database - if (currentMaxLsn.equals(logPosition.getCommitLsn())) { - metronome.pause(); - continue; - } - - // Reading interval is inclusive so we need to move LSN forward but not for first - // run as TX might not be streamed completely - Lsn fromLsn; - if(logPosition.getCommitLsn().isAvailable()){ - fromLsn = SqlServerCdcUtil.incrementLsn(conn, logPosition.getCommitLsn()); - }else { - fromLsn = logPosition.getCommitLsn(); - } - - ResultSet[] resultSets = SqlServerCdcUtil.getChangesForTables(conn, tablesSlot, fromLsn, currentMaxLsn); - int tableCount = resultSets.length; - final ChangeTablePointer[] changeTables = new ChangeTablePointer[tableCount]; - for (int i = 0; i < tableCount; i++) { - changeTables[i] = new ChangeTablePointer(tablesSlot[i], resultSets[i]); - changeTables[i].next(); - } - for (;;) { - ChangeTablePointer tableWithSmallestLsn = null; - for (ChangeTablePointer changeTable: changeTables) { - if (changeTable.isCompleted()) { - continue; - } - if (tableWithSmallestLsn == null || changeTable.compareTo(tableWithSmallestLsn) < 0) { - tableWithSmallestLsn = changeTable; - } - } - if (tableWithSmallestLsn == null) { - break; - } - - if (!(tableWithSmallestLsn.getChangePosition().isAvailable() && tableWithSmallestLsn.getChangePosition().getInTxLsn().isAvailable())) { - LOG.error("Skipping change {} as its LSN is NULL which is not expected", tableWithSmallestLsn); - tableWithSmallestLsn.next(); - continue; - } - // After restart for changes that were executed before the last committed offset - if (tableWithSmallestLsn.getChangePosition().compareTo(logPosition) < 0) { - LOG.info("Skipping change {} as its position is smaller than the last recorded position {}", tableWithSmallestLsn, logPosition); - tableWithSmallestLsn.next(); - continue; - } - ChangeTable changeTable = tableWithSmallestLsn.getChangeTable(); - if (changeTable.getStopLsn().isAvailable() && - changeTable.getStopLsn().compareTo(tableWithSmallestLsn.getChangePosition().getCommitLsn()) <= 0) { - LOG.debug("Skipping table change {} as its stop LSN is smaller than the last recorded LSN {}", tableWithSmallestLsn, tableWithSmallestLsn.getChangePosition()); - tableWithSmallestLsn.next(); - continue; - } - int operation = tableWithSmallestLsn.getOperation(); - if(!cat.contains(operation)){ - tableWithSmallestLsn.next(); - continue; - } - TableId tableId = changeTable.getSourceTableId(); - Object[] data = tableWithSmallestLsn.getData(); - - if (operation == SqlserverCdcEnum.UPDATE_BEFORE.code) { - if (!tableWithSmallestLsn.next() || tableWithSmallestLsn.getOperation() != SqlserverCdcEnum.UPDATE_AFTER.code) { - throw new IllegalStateException("The update before event at " + tableWithSmallestLsn.getChangePosition() + " for table " + tableId + " was not followed by after event"); - } - } - Object[] dataNext; - if(operation == SqlserverCdcEnum.UPDATE_BEFORE.code){ - dataNext = tableWithSmallestLsn.getData(); - }else if(operation == SqlserverCdcEnum.DELETE.code){ - dataNext = data; - data = new Object[dataNext.length]; - }else{ - dataNext = new Object[data.length]; - } - Map map = new LinkedHashMap<>(); - map.put("type", SqlserverCdcEnum.getEnum(operation).name.split("_")[0]); - map.put("schema", tableId.getSchemaName()); - map.put("table", tableId.getTableName()); - map.put("lsn", tableWithSmallestLsn.getChangePosition().getCommitLsn().toString()); - map.put("ingestion", System.nanoTime()); - if(pavingData){ - int i = 0; - for (String column : changeTable.getColumnList()) { - map.put("before_" + column, SqlServerCdcUtil.clobToString(dataNext[i])); - map.put("after_" + column, SqlServerCdcUtil.clobToString(data[i])); - i++; - } - }else{ - Map before = new LinkedHashMap<>(); - Map after = new LinkedHashMap<>(); - int i = 0; - for (String column : changeTable.getColumnList()) { - before.put(column, SqlServerCdcUtil.clobToString(data[i])); - after.put(column, SqlServerCdcUtil.clobToString(dataNext[i])); - i++; - } - map.put("before", before); - map.put("after", after); - } - format.processEvent(map); - format.setLogPosition(tableWithSmallestLsn.getChangePosition()); - tableWithSmallestLsn.next(); - } - - LOG.debug("currentMaxLsn = {}", logPosition); - logPosition = TxLogPosition.valueOf(currentMaxLsn); - conn.rollback(); - } - }catch (Exception e){ - String errorMessage = ExceptionUtil.getErrorMessage(e); - LOG.error(errorMessage); - format.processEvent(Collections.singletonMap("e", errorMessage)); - } - } - - -} diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/reader/SqlservercdcReader.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/reader/SqlservercdcReader.java deleted file mode 100644 index 6b0ef6d226..0000000000 --- a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/reader/SqlservercdcReader.java +++ /dev/null @@ -1,79 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.sqlservercdc.reader; - -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.ReaderConfig; -import com.dtstack.flinkx.reader.BaseDataReader; -import com.dtstack.flinkx.sqlservercdc.SqlServerCdcConfigKeys; -import com.dtstack.flinkx.sqlservercdc.format.SqlserverCdcInputFormatBuilder; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.flink.types.Row; - -import java.util.List; - -/** - * Date: 2019/12/03 - * Company: www.dtstack.com - * - * @author tudou - */ -public class SqlservercdcReader extends BaseDataReader { - private String username; - private String password; - private String url; - private String databaseName; - private String cat; - private boolean pavingData; - private List tableList; - private Long pollInterval; - private String lsn; - - @SuppressWarnings("unchecked") - public SqlservercdcReader(DataTransferConfig config, StreamExecutionEnvironment env) { - super(config, env); - ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); - username = readerConfig.getParameter().getStringVal(SqlServerCdcConfigKeys.KEY_USER_NAME); - password = readerConfig.getParameter().getStringVal(SqlServerCdcConfigKeys.KEY_PASSWORD); - url = readerConfig.getParameter().getStringVal(SqlServerCdcConfigKeys.KEY_URL); - databaseName = readerConfig.getParameter().getStringVal(SqlServerCdcConfigKeys.KEY_DATABASE_NAME); - cat = readerConfig.getParameter().getStringVal(SqlServerCdcConfigKeys.KEY_CATALOG); - pavingData = readerConfig.getParameter().getBooleanVal(SqlServerCdcConfigKeys.KEY_PAVING_DATA, false); - tableList = (List) readerConfig.getParameter().getVal(SqlServerCdcConfigKeys.KEY_TABLE_LIST); - pollInterval = readerConfig.getLongVal(SqlServerCdcConfigKeys.KEY_POLL_INTERVAL, 1000); - lsn = readerConfig.getParameter().getStringVal(SqlServerCdcConfigKeys.KEY_LSN); - } - - @Override - public DataStream readData() { - SqlserverCdcInputFormatBuilder builder = new SqlserverCdcInputFormatBuilder(); - builder.setUsername(username); - builder.setPassword(password); - builder.setUrl(url); - builder.setDatabaseName(databaseName); - builder.setCat(cat); - builder.setPavingData(pavingData); - builder.setTable(tableList); - builder.setRestoreConfig(restoreConfig); - builder.setPollInterval(pollInterval); - builder.setLsn(lsn); - - return createInput(builder.finish(), "sqlserverdcreader"); - } -} diff --git a/flinkx-sqlservercdc/pom.xml b/flinkx-sqlservercdc/pom.xml deleted file mode 100644 index d75358ea7c..0000000000 --- a/flinkx-sqlservercdc/pom.xml +++ /dev/null @@ -1,29 +0,0 @@ - - - - flinkx-all - com.dtstack.flinkx - 1.6 - - 4.0.0 - pom - - flinkx-sqlservercdc - - - flinkx-sqlservercdc-core - flinkx-sqlservercdc-reader - - - - - com.dtstack.flinkx - flinkx-core - 1.6 - provided - - - - \ No newline at end of file diff --git a/flinkx-teradata/flinkx-teradata-reader/pom.xml b/flinkx-teradata/flinkx-teradata-reader/pom.xml deleted file mode 100644 index 44cc030d1f..0000000000 --- a/flinkx-teradata/flinkx-teradata-reader/pom.xml +++ /dev/null @@ -1,108 +0,0 @@ - - - - flinkx-teradata - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-teradata-reader - - - - com.dtstack.flinkx - flinkx-teradata-core - 1.6 - - - com.dtstack.flinkx - flinkx-rdb-reader - 1.6 - provided - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - org.slf4j:slf4j-api - log4j:log4j - ch.qos.logback:* - - - - - *:* - - META-INF/*.SF - META-INF/*.DSA - META-INF/*.RSA - - - - - - io.netty - shade.teradatareader.io.netty - - - com.google - shade.teradatareader.com.google - - - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-teradata/flinkx-teradata-writer/pom.xml b/flinkx-teradata/flinkx-teradata-writer/pom.xml deleted file mode 100644 index bd44533374..0000000000 --- a/flinkx-teradata/flinkx-teradata-writer/pom.xml +++ /dev/null @@ -1,108 +0,0 @@ - - - - flinkx-teradata - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-teradata-writer - - - - com.dtstack.flinkx - flinkx-teradata-core - 1.6 - - - com.dtstack.flinkx - flinkx-rdb-writer - 1.6 - provided - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - org.slf4j:slf4j-api - log4j:log4j - ch.qos.logback:* - - - - - *:* - - META-INF/*.SF - META-INF/*.DSA - META-INF/*.RSA - - - - - - io.netty - shade.teradatawriter.io.netty - - - com.google - shade.teradatawriter.com.google - - - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index 63a0652344..02be833871 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -381,17 +381,6 @@ 1.6 - - com.dtstack.flinkx - flinkx-oraclelogminer-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-sqlservercdc-reader - 1.6 - com.dtstack.flinkx flinkx-phoenix-reader diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index f3f76cba63..7b6a1b237a 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -61,7 +61,6 @@ import com.dtstack.flinkx.odps.writer.OdpsWriter; import com.dtstack.flinkx.oracle.reader.OracleReader; import com.dtstack.flinkx.oracle.writer.OracleWriter; -import com.dtstack.flinkx.oraclelogminer.reader.OraclelogminerReader; import com.dtstack.flinkx.phoenix.reader.PhoenixReader; import com.dtstack.flinkx.phoenix.writer.PhoenixWriter; import com.dtstack.flinkx.polardb.reader.PolardbReader; @@ -72,7 +71,6 @@ import com.dtstack.flinkx.redis.writer.RedisWriter; import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; -import com.dtstack.flinkx.sqlservercdc.reader.SqlservercdcReader; import com.dtstack.flinkx.stream.reader.StreamReader; import com.dtstack.flinkx.stream.writer.StreamWriter; import com.dtstack.flinkx.util.ResultPrintUtil; @@ -207,9 +205,7 @@ private static BaseDataReader buildDataReader(DataTransferConfig config, StreamE case PluginNameConstrant.KUDU_READER : reader = new KuduReader(config, env); break; case PluginNameConstrant.CLICKHOUSE_READER : reader = new ClickhouseReader(config, env); break; case PluginNameConstrant.POLARDB_READER : reader = new PolardbReader(config, env); break; - case PluginNameConstrant.ORACLE_LOG_MINER_READER : reader = new OraclelogminerReader(config, env); break; case PluginNameConstrant.PHOENIX_READER : reader = new PhoenixReader(config, env); break; - case PluginNameConstrant.SQLSERVER_CDC_READER : reader = new SqlservercdcReader(config, env); break; case PluginNameConstrant.EMQX_READER : reader = new EmqxReader(config, env); break; default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); } diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java index 457cf28638..1885a81196 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java @@ -46,10 +46,8 @@ public class PluginNameConstrant { public static final String KAFKA_READER = "kafkareader"; public static final String CLICKHOUSE_READER = "clickhousereader"; public static final String POLARDB_READER = "polardbreader"; - public static final String ORACLE_LOG_MINER_READER = "oraclelogminerreader"; public static final String PHOENIX_READER = "phoenixreader"; public static final String EMQX_READER = "emqxreader"; - public static final String SQLSERVER_CDC_READER = "sqlservercdcreader"; public static final String STREAM_WRITER = "streamwriter"; public static final String CARBONDATA_WRITER = "carbondatawriter"; diff --git a/flinkx-test/src/main/resources/dev_test_job/logminer_stream.json b/flinkx-test/src/main/resources/dev_test_job/logminer_stream.json deleted file mode 100644 index f491e85bc2..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/logminer_stream.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "JIANGBO", - "startSCN" : "999660", - "password" : "oracle", - "cat" : "insert", - "jdbcUrl" : "jdbc:oracle:thin:@172.16.8.178:1522:xe", - "readPosition" : "scn", - "pavingData" : true, - "table" : [ "JIANGBO.TB_SOURCE_2" ], - "username" : "system" - }, - "name" : "oraclelogminerreader", - "type" : 2 - }, - "writer" : { - "parameter" : { - "fileName" : "pt", - "writeMode" : "append", - "fieldDelimiter" : "\u0001", - "partitionType" : "DAY", - "path" : "", - "analyticalRules" : "stream_${schema}_${table}", - "password" : "", - "tablesColumn" : "{\"TB_SOURCE_2\":[{\"type\":\"NUMBER(8,0)\",\"key\":\"before_ID\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"NUMBER(8,0)\",\"key\":\"after_ID\"},{\"type\":\"VARCHAR2\",\"key\":\"before_NAME\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR2\",\"key\":\"after_NAME\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"type\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"schema\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"table\"},{\"comment\":\"\",\"type\":\"bigint\",\"key\":\"ts\"}]}", - "partition" : "pt", - "hadoopConfig" : { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "fs.defaultFS" : "hdfs://ns1", - "dfs.namenode.rpc-address.ns1.nn2" : "172.16.10.204:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "172.16.10.195:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" - }, - "jdbcUrl" : "jdbc:hive2://172.16.10.195:10000/shier_test", - "defaultFS" : "hdfs://ns1", - "fileType" : "text", - "charsetName" : "utf-8", - "username" : "", - "bufferSize" : 10485760 - }, - "name" : "hivewriter", - "type" : 7 - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : -1048576, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/main/resources/dev_test_job/stream_template.json b/flinkx-test/src/main/resources/dev_test_job/stream_template.json index 7284af3cac..7555ac87c7 100644 --- a/flinkx-test/src/main/resources/dev_test_job/stream_template.json +++ b/flinkx-test/src/main/resources/dev_test_job/stream_template.json @@ -1,37 +1 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "password" : "Dtstack#2020", - "port" : 10219, - "cat" : "insert,update,delete", - "host" : "cdb-lp88g9sa.bj.tencentcdb.com", - "jdbcUrl" : "jdbc:mysql://cdb-lp88g9sa.bj.tencentcdb.com:10219/binlog_test", - "start" : { }, - "pavingData" : false, - "table" : [ "binlog_test" ], - "username" : "root" - }, - "name" : "binlogreader" - }, - "writer" : { - "parameter" : { - - }, - "name" : "streamwriter" - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : -1048576, - "channel" : 1 - } - } - } -} \ No newline at end of file +{"job":{"content":[{"reader":{"parameter":{"password":"DT@Stack#123","customSql":"","column":[{"name":"id","type":"INT","key":"id"},{"name":"name","type":"VARCHAR","key":"name"},{"name":"length","type":"BIGINT","key":"length"},{"name":"salary","type":"DOUBLE","key":"salary"},{"name":"birthday","type":"DATETIME","key":"birthday"}],"connection":[{"sourceId":13,"password":"DT@Stack#123","jdbcUrl":["jdbc:mysql://172.16.101.136:3306/db_dtinsight_test"],"type":1,"table":["t_dtinsight_test"],"username":"drpeco"}],"sourceIds":[13],"username":"drpeco"},"name":"mysqlreader"},"writer":{"parameter":{"fileName":"pt=20200308","column":[{"name":"id","index":0,"type":"bigint","key":"id"},{"name":"name","index":1,"type":"string","key":"name"},{"name":"length","index":2,"type":"bigint","key":"length"},{"name":"salary","index":3,"type":"double","key":"salary"},{"name":"birthday","index":4,"type":"string","key":"birthday"}],"writeMode":"overwrite","fieldDelimiter":"\u0001","encoding":"utf-8","fullColumnName":["id","name","length","salary","birthday"],"path":"hdfs://ns1/dtInsight/hive/warehouse/dt_batch.db/t_dtinsight_test0305","partition":"pt=20200308","hadoopConfig":{"fs.defaultFS":"hdfs://ns1","hadoop.proxyuser.admin.groups":"*","dfs.replication":"3","dfs.ha.fencing.methods":"sshfence","dfs.client.failover.proxy.provider.ns1":"org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider","dfs.ha.fencing.ssh.private-key-files":"~/.ssh/id_rsa","fs.hdfs.impl.disable.cache":true,"dfs.nameservices":"ns1","dfs.safemode.threshold.pct":"0.5","dfs.ha.namenodes.ns1":"nn1,nn2","dfs.namenode.name.dir":"file:/data/hadoop/hdfs/name","dfs.journalnode.rpc-address":"0.0.0.0:8485","fs.trash.interval":"14400","dfs.journalnode.http-address":"0.0.0.0:8480","dfs.namenode.rpc-address.ns1.nn2":"172.16.101.136:9000", "dfs.namenode.rpc-address.ns1.nn1":"172.16.100.216:9000","dfs.datanode.data.dir":"file:/data/hadoop/hdfs/data","dfs.namenode.shared.edits.dir":"qjournal://172.16.100.216:8485;172.16.101.136:8485/namenode-ha-data","openKerberos":false,"fs.hdfs.impl":"org.apache.hadoop.hdfs.DistributedFileSystem","hadoop.tmp.dir":"/data/hadoop_admin","dfs.journalnode.edits.dir":"/data/hadoop/hdfs/journal","dfs.namenode.http-address.ns1.nn2":"172.16.101.136:50070","dfs.namenode.datanode.registration.ip-hostname-check":"false","dfs.namenode.http-address.ns1.nn1":"172.16.100.216:50070","hadoop.proxyuser.admin.hosts":"*","md5zip":"62f8b316522645169c47e154cd1277ff","dfs.ha.automatic-failover.enabled":"true"},"defaultFS":"hdfs://ns1","connection":[{"jdbcUrl":"jdbc:hive2://172.16.101.227:10000/dt_batch","table":["t_dtinsight_test0305"]}],"fileType":"orc","sourceIds":[11],"fullColumnType":["bigint","string","bigint","double","string"]},"name":"hdfswriter"}}],"setting":{"restore":{"maxRowNumForCheckpoint":0,"isRestore":false,"restoreColumnName":"","restoreColumnIndex":0},"errorLimit":{"record":100},"speed":{"bytes":0,"channel":1}}}} \ No newline at end of file diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/Plugin.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/Plugin.java deleted file mode 100644 index e0829ef303..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/Plugin.java +++ /dev/null @@ -1,39 +0,0 @@ -package com.dtstack.flinkx.test.annotation; - -/** - * @author jiangbo - * @date 2020/3/6 - */ -public enum Plugin { - - STREAM, - BINLOG, - CARBONDATA, - CLICKHOUSE, - DB2, - DRUID, - EMQX, - ES, - FTP, - GBASE, - HBASE, - KAFKA, - KAFKA09, - KAFKA10, - KAFKA11, - KUDU, - MONGODB, - MYSQL, - ODPS, - ORACLE, - ORACLE_LOGMINER, - OSS, - PHOENIX, - POLARDB, - POSTGRESQL, - REDIS, - SAPHANA, - SQLSERVER, - SQLSERVER_CDC, - TERADATA -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/PluginType.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/PluginType.java deleted file mode 100644 index 281b22c8e8..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/PluginType.java +++ /dev/null @@ -1,10 +0,0 @@ -package com.dtstack.flinkx.test.annotation; - -/** - * @author jiangbo - * @date 2020/3/6 - */ -public enum PluginType { - - READER, WRITER -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/TestCase.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/TestCase.java deleted file mode 100644 index 3fa79c40fe..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/annotation/TestCase.java +++ /dev/null @@ -1,16 +0,0 @@ -package com.dtstack.flinkx.test.annotation; - -import java.lang.annotation.ElementType; -import java.lang.annotation.Target; - -/** - * @author jiangbo - * @date 2020/3/6 - */ -@Target(ElementType.TYPE) -public @interface TestCase { - - public Plugin plugin(); - - public PluginType type(); -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/BaseTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/BaseTest.java deleted file mode 100644 index fde86078f8..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/BaseTest.java +++ /dev/null @@ -1,130 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core; - -import com.alibaba.fastjson.JSONObject; -import com.dtstack.flinkx.test.core.source.DataSource; -import com.dtstack.flinkx.test.core.source.DataSourceFactory; -import org.apache.commons.lang.StringUtils; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; -import org.testng.SkipException; -import org.testng.annotations.AfterClass; -import org.testng.annotations.BeforeClass; -import org.testng.annotations.BeforeMethod; - -import java.util.concurrent.atomic.AtomicBoolean; - -/** - * @author jiangbo - * @date 2020/2/11 - */ -public abstract class BaseTest { - - protected static final Logger LOG = LoggerFactory.getLogger(BaseTest.class); - - public static final String DEFAULT_DATA_SOURCE_CONFIG_PATH = "/src/test/resources/testCase/dataSource"; - - public static final String KEY_USER_DIR = "user.dir"; - - public static final String KEY_DATA_SOURCE_CONFIG_PATH = "configPath"; - - protected AtomicBoolean isDataSourceValid = new AtomicBoolean(false); - - protected JSONObject connectionConfig; - - protected JSONObject actionBeforeTest; - - protected JSONObject actionAfterTest; - - @BeforeClass - public void actionBeforeClass() { - // 准备数据源 - prepareDataSource(); - - // 检查数据源有效性 - if (isDataSourceValid()) { - try { - prepareData(); - isDataSourceValid.set(true); - } catch (Exception e) { - LOG.warn("准备数据出错:", e); - } - } - } - - private void prepareDataSource() { - String configPath = getDataSourceConfigPath(); - JSONObject dataSourceConfig = FileUtil.readJson(configPath); - DataSource dataSource = DataSourceFactory.getDataSource(dataSourceConfig, getDataSourceName()); - connectionConfig = dataSource.prepare(); - } - - private String getDataSourceConfigPath() { - String configPath = System.getProperty(KEY_DATA_SOURCE_CONFIG_PATH); - if (StringUtils.isNotEmpty(configPath)) { - return configPath + "/source.json"; - } else { - String userDir = System.getProperty(KEY_USER_DIR); - return userDir + DEFAULT_DATA_SOURCE_CONFIG_PATH + "/source.json"; - } - } - - private void prepareData() throws Exception{ - readActionConfig(); - prepareDataInternal(); - } - - private void readActionConfig() { - String userDir = System.getProperty(KEY_USER_DIR); - String path = String.format("%s%s/%s.json", userDir, DEFAULT_DATA_SOURCE_CONFIG_PATH, getDataSourceName()); - JSONObject actionJson = FileUtil.readJson(path); - actionBeforeTest = actionJson.getJSONObject("actionBeforeTest"); - actionAfterTest = actionJson.getJSONObject("actionAfterTest"); - } - - @BeforeMethod - public void beforeMethod() { - if (!isDataSourceValid.get()) { - throw new SkipException(getDataSourceName() + "数据源无效，将跳过测试."); - } - } - - @AfterClass - public void actionAfterClass() { - if (!isDataSourceValid.get()) { - return; - } - - try { - cleanData(); - } catch (Exception e) { - LOG.warn("清里数据出错:", e); - } - } - - protected abstract String getDataSourceName(); - - protected abstract boolean isDataSourceValid(); - - protected abstract void prepareDataInternal() throws Exception; - - protected abstract void cleanData() throws Exception; -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/DefaultParameterReplace.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/DefaultParameterReplace.java deleted file mode 100644 index 67c6d25fa9..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/DefaultParameterReplace.java +++ /dev/null @@ -1,72 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core; - -import com.alibaba.fastjson.JSONObject; -import org.apache.commons.lang.StringUtils; - -/** - * @author jiangbo - * @date 2020/2/20 - */ -public class DefaultParameterReplace implements ParameterReplace { - - private JSONObject connectionConfig; - - private String pluginType; - - private String key; - - public DefaultParameterReplace(JSONObject connectionConfig, String pluginType) { - this.connectionConfig = connectionConfig; - this.pluginType = pluginType; - } - - public DefaultParameterReplace(JSONObject connectionConfig, String pluginType, String key) { - this.connectionConfig = connectionConfig; - this.pluginType = pluginType; - this.key = key; - } - - @Override - public String replaceParameter(String job) { - if (connectionConfig == null || connectionConfig.isEmpty()) { - return job; - } - - JSONObject jobJson = JSONObject.parseObject(job); - - if (StringUtils.isEmpty(key)) { - jobJson.getJSONObject("job") - .getJSONArray("content") - .getJSONObject(0).getJSONObject(pluginType) - .getJSONObject("parameter") - .putAll(connectionConfig); - } else { - jobJson.getJSONObject("job") - .getJSONArray("content") - .getJSONObject(0).getJSONObject(pluginType) - .getJSONObject("parameter") - .put(key, connectionConfig); - } - - return jobJson.toJSONString(); - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/FileUtil.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/FileUtil.java deleted file mode 100644 index 7d8c23b92d..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/FileUtil.java +++ /dev/null @@ -1,63 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core; - -import com.alibaba.fastjson.JSONObject; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.io.File; -import java.io.FileInputStream; -import java.nio.charset.StandardCharsets; - -/** - * @author jiangbo - * @date 2020/2/11 - */ -public class FileUtil { - - public static Logger LOG = LoggerFactory.getLogger(FileUtil.class); - - public static JSONObject readJson(String filePath) { - return JSONObject.parseObject(readFile(filePath)); - } - - public static String readFile(String filePath) { - try { - File file = new File(filePath); - if (!file.exists()) { - throw new RuntimeException("文件[" + filePath + "]不存在"); - } - - if (file.isDirectory()) { - throw new RuntimeException("[" + filePath + "]是目录，无法读取"); - } - - FileInputStream in = new FileInputStream(file); - byte[] fileContent = new byte[(int) file.length()]; - in.read(fileContent); - return new String(fileContent, StandardCharsets.UTF_8); - } catch (Exception e){ - LOG.warn("读取文件出错:", e); - } - - return ""; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/ParameterReplace.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/ParameterReplace.java deleted file mode 100644 index 2710548aaa..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/ParameterReplace.java +++ /dev/null @@ -1,10 +0,0 @@ -package com.dtstack.flinkx.test.core; - -/** - * @author jiangbo - * @date 2020/2/19 - */ -public interface ParameterReplace { - - String replaceParameter(String job); -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/ReaderUnitTestLauncher.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/ReaderUnitTestLauncher.java deleted file mode 100644 index eb6a7117e5..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/ReaderUnitTestLauncher.java +++ /dev/null @@ -1,152 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test.core; - -import com.dtstack.flink.api.java.MyLocalStreamEnvironment; -import com.dtstack.flinkx.binlog.reader.BinlogReader; -import com.dtstack.flinkx.carbondata.reader.CarbondataReader; -import com.dtstack.flinkx.clickhouse.reader.ClickhouseReader; -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.SpeedConfig; -import com.dtstack.flinkx.db2.reader.Db2Reader; -import com.dtstack.flinkx.es.reader.EsReader; -import com.dtstack.flinkx.ftp.reader.FtpReader; -import com.dtstack.flinkx.gbase.reader.GbaseReader; -import com.dtstack.flinkx.hbase.reader.HbaseReader; -import com.dtstack.flinkx.hdfs.reader.HdfsReader; -import com.dtstack.flinkx.kafka.reader.KafkaReader; -import com.dtstack.flinkx.kafka09.reader.Kafka09Reader; -import com.dtstack.flinkx.kafka10.reader.Kafka10Reader; -import com.dtstack.flinkx.kafka11.reader.Kafka11Reader; -import com.dtstack.flinkx.kudu.reader.KuduReader; -import com.dtstack.flinkx.mongodb.reader.MongodbReader; -import com.dtstack.flinkx.mysql.reader.MysqlReader; -import com.dtstack.flinkx.mysqld.reader.MysqldReader; -import com.dtstack.flinkx.odps.reader.OdpsReader; -import com.dtstack.flinkx.oracle.reader.OracleReader; -import com.dtstack.flinkx.oraclelogminer.reader.OraclelogminerReader; -import com.dtstack.flinkx.polardb.reader.PolardbReader; -import com.dtstack.flinkx.postgresql.reader.PostgresqlReader; -import com.dtstack.flinkx.reader.BaseDataReader; -import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; -import com.dtstack.flinkx.stream.reader.StreamReader; -import com.dtstack.flinkx.test.PluginNameConstrant; -import com.dtstack.flinkx.test.core.result.ReaderResult; -import com.dtstack.flinkx.test.core.result.BaseResult; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.api.common.JobExecutionResult; -import org.apache.flink.api.common.restartstrategy.RestartStrategies; -import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.flink.streaming.api.functions.sink.SinkFunction; -import org.apache.flink.types.Row; - -import java.util.ArrayList; -import java.util.Collections; -import java.util.List; - -/** - * @author jiangbo - */ -public class ReaderUnitTestLauncher extends UnitTestLauncher { - - private static List resultData; - - public ReaderUnitTestLauncher() { - resultData = Collections.synchronizedList(new ArrayList<>()); - } - - @Override - public String pluginType() { - return "reader"; - } - - @Override - public BaseResult runJob() throws Exception{ - String job = readJob(); - - for (ParameterReplace parameterReplace : parameterReplaces) { - job = parameterReplace.replaceParameter(job); - } - - job = replaceChannel(job); - - DataTransferConfig config = DataTransferConfig.parse(job); - SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); - - MyLocalStreamEnvironment env = new MyLocalStreamEnvironment(conf); - - openCheckpointConf(env); - - env.setParallelism(speedConfig.getChannel()); - env.setRestartStrategy(RestartStrategies.noRestart()); - - BaseDataReader reader = buildDataReader(config, env); - DataStream dataStream = reader.readData(); - - dataStream.addSink(new SinkFunction() { - @Override - public void invoke(Row value, Context context) throws Exception { - resultData.add(value); - } - }); - - if(StringUtils.isNotEmpty(savepointPath)){ - env.setSettings(SavepointRestoreSettings.forPath(savepointPath)); - } - - JobExecutionResult executionResult = env.execute(); - return new ReaderResult(executionResult, resultData); - } - - private static BaseDataReader buildDataReader(DataTransferConfig config, StreamExecutionEnvironment env){ - String readerName = config.getJob().getContent().get(0).getReader().getName(); - BaseDataReader reader ; - switch (readerName){ - case PluginNameConstrant.STREAM_READER : reader = new StreamReader(config, env); break; - case PluginNameConstrant.CARBONDATA_READER : reader = new CarbondataReader(config, env); break; - case PluginNameConstrant.ORACLE_READER : reader = new OracleReader(config, env); break; - case PluginNameConstrant.POSTGRESQL_READER : reader = new PostgresqlReader(config, env); break; - case PluginNameConstrant.SQLSERVER_READER : reader = new SqlserverReader(config, env); break; - case PluginNameConstrant.MYSQLD_READER : reader = new MysqldReader(config, env); break; - case PluginNameConstrant.MYSQL_READER : reader = new MysqlReader(config, env); break; - case PluginNameConstrant.DB2_READER : reader = new Db2Reader(config, env); break; - case PluginNameConstrant.GBASE_READER : reader = new GbaseReader(config, env); break; - case PluginNameConstrant.ES_READER : reader = new EsReader(config, env); break; - case PluginNameConstrant.FTP_READER : reader = new FtpReader(config, env); break; - case PluginNameConstrant.HBASE_READER : reader = new HbaseReader(config, env); break; - case PluginNameConstrant.HDFS_READER : reader = new HdfsReader(config, env); break; - case PluginNameConstrant.MONGODB_READER : reader = new MongodbReader(config, env); break; - case PluginNameConstrant.ODPS_READER : reader = new OdpsReader(config, env); break; - case PluginNameConstrant.BINLOG_READER : reader = new BinlogReader(config, env); break; - case PluginNameConstrant.KAFKA09_READER : reader = new Kafka09Reader(config, env); break; - case PluginNameConstrant.KAFKA10_READER : reader = new Kafka10Reader(config, env); break; - case PluginNameConstrant.KAFKA11_READER : reader = new Kafka11Reader(config, env); break; - case PluginNameConstrant.KAFKA_READER : reader = new KafkaReader(config, env); break; - case PluginNameConstrant.KUDU_READER : reader = new KuduReader(config, env); break; - case PluginNameConstrant.CLICKHOUSE_READER : reader = new ClickhouseReader(config, env); break; - case PluginNameConstrant.POLARDB_READER : reader = new PolardbReader(config, env); break; - case PluginNameConstrant.ORACLE_LOG_MINER_READER : reader = new OraclelogminerReader(config, env); break; - default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); - } - - return reader; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/UnitTestLauncher.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/UnitTestLauncher.java deleted file mode 100644 index 583403dfa5..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/UnitTestLauncher.java +++ /dev/null @@ -1,148 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test.core; - -import com.alibaba.fastjson.JSONObject; -import com.dtstack.flinkx.constants.ConfigConstant; -import com.dtstack.flinkx.test.core.result.BaseResult; -import org.apache.flink.api.common.restartstrategy.RestartStrategies; -import org.apache.flink.api.common.time.Time; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.streaming.api.CheckpointingMode; -import org.apache.flink.streaming.api.environment.CheckpointConfig; -import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.util.LinkedList; -import java.util.concurrent.TimeUnit; - -/** - * @author jiangbo - */ -public abstract class UnitTestLauncher { - - public static Logger LOG = LoggerFactory.getLogger(UnitTestLauncher.class); - - private static final int FAILURE_RATE = 3; - - private static final int FAILURE_INTERVAL = 6; - - private static final int DELAY_INTERVAL = 10; - - protected String pluginName; - - protected String testCaseName; - - protected Configuration conf = new Configuration(); - - protected String savepointPath; - - protected LinkedList parameterReplaces = new LinkedList<>(); - - protected int channel = 1; - - public abstract BaseResult runJob() throws Exception; - - public abstract String pluginType(); - - public UnitTestLauncher withChannel(int channel) { - this.channel = channel; - return this; - } - - public UnitTestLauncher withParameterReplace(ParameterReplace parameterReplace) { - parameterReplaces.add(parameterReplace); - return this; - } - - public UnitTestLauncher withPluginName(String pluginName) { - this.pluginName = pluginName; - return this; - } - - public UnitTestLauncher withTestCaseName(String testCaseName) { - this.testCaseName = testCaseName; - return this; - } - - public UnitTestLauncher withConf(Configuration conf) { - this.conf.addAll(conf); - return this; - } - - public UnitTestLauncher withSavepointPath(String savepointPath) { - this.savepointPath = savepointPath; - return this; - } - - protected String readJob() { - String userDir = System.getProperty("user.dir"); - String jobFilePath = String.format("%s/src/test/resources/testCase/%s/%s/%s.json", userDir, pluginName, pluginType(), testCaseName); - return FileUtil.readFile(jobFilePath); - } - - protected String replaceChannel(String job) { - JSONObject jobJson = JSONObject.parseObject(job); - jobJson.getJSONObject("job") - .getJSONObject("setting") - .getJSONObject("speed") - .put("channel", channel); - - return jobJson.toJSONString(); - } - - protected void openCheckpointConf(StreamExecutionEnvironment env){ - if(conf == null){ - return; - } - - if(!conf.containsKey(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY)){ - return; - }else{ - long interval = conf.getLong(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY, -1); - if (interval == -1) { - return; - } - - env.enableCheckpointing(interval); - LOG.info("Open checkpoint with interval:" + interval); - } - - String checkpointTimeoutStr = conf.getString(ConfigConstant.FLINK_CHECKPOINT_TIMEOUT_KEY, null); - if(checkpointTimeoutStr != null){ - long checkpointTimeout = Long.parseLong(checkpointTimeoutStr); - //checkpoints have to complete within one min,or are discard - env.getCheckpointConfig().setCheckpointTimeout(checkpointTimeout); - - LOG.info("Set checkpoint timeout:" + checkpointTimeout); - } - - env.getCheckpointConfig().setCheckpointingMode(CheckpointingMode.EXACTLY_ONCE); - env.getCheckpointConfig().setMaxConcurrentCheckpoints(1); - env.getCheckpointConfig().enableExternalizedCheckpoints( - CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION); - - env.setRestartStrategy(RestartStrategies.failureRateRestart( - FAILURE_RATE, - Time.of(FAILURE_INTERVAL, TimeUnit.MINUTES), - Time.of(DELAY_INTERVAL, TimeUnit.SECONDS) - )); - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/WriterUnitTestLauncher.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/WriterUnitTestLauncher.java deleted file mode 100644 index 4d7acc7e0d..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/WriterUnitTestLauncher.java +++ /dev/null @@ -1,138 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test.core; - -import com.dtstack.flink.api.java.MyLocalStreamEnvironment; -import com.dtstack.flinkx.carbondata.writer.CarbondataWriter; -import com.dtstack.flinkx.clickhouse.writer.ClickhouseWriter; -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.SpeedConfig; -import com.dtstack.flinkx.db2.writer.Db2Writer; -import com.dtstack.flinkx.es.writer.EsWriter; -import com.dtstack.flinkx.ftp.writer.FtpWriter; -import com.dtstack.flinkx.gbase.writer.GbaseWriter; -import com.dtstack.flinkx.hbase.writer.HbaseWriter; -import com.dtstack.flinkx.hdfs.writer.HdfsWriter; -import com.dtstack.flinkx.hive.writer.HiveWriter; -import com.dtstack.flinkx.kafka.writer.KafkaWriter; -import com.dtstack.flinkx.kafka09.writer.Kafka09Writer; -import com.dtstack.flinkx.kafka10.writer.Kafka10Writer; -import com.dtstack.flinkx.kafka11.writer.Kafka11Writer; -import com.dtstack.flinkx.kudu.writer.KuduWriter; -import com.dtstack.flinkx.mongodb.writer.MongodbWriter; -import com.dtstack.flinkx.mysql.writer.MysqlWriter; -import com.dtstack.flinkx.odps.writer.OdpsWriter; -import com.dtstack.flinkx.oracle.writer.OracleWriter; -import com.dtstack.flinkx.polardb.writer.PolardbWriter; -import com.dtstack.flinkx.postgresql.writer.PostgresqlWriter; -import com.dtstack.flinkx.redis.writer.RedisWriter; -import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; -import com.dtstack.flinkx.stream.writer.StreamWriter; -import com.dtstack.flinkx.test.PluginNameConstrant; -import com.dtstack.flinkx.test.core.result.BaseResult; -import com.dtstack.flinkx.test.core.result.WriterResult; -import com.dtstack.flinkx.writer.BaseDataWriter; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.api.common.JobExecutionResult; -import org.apache.flink.api.common.restartstrategy.RestartStrategies; -import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.types.Row; - -/** - * @author jiangbo - */ -public class WriterUnitTestLauncher extends UnitTestLauncher { - - private Row[] records; - - public WriterUnitTestLauncher withRecords(Row[] records) { - this.records = records; - return this; - } - - @Override - public String pluginType() { - return "writer"; - } - - @Override - public BaseResult runJob() throws Exception{ - String job = readJob(); - - for (ParameterReplace parameterReplace : parameterReplaces) { - job = parameterReplace.replaceParameter(job); - } - - DataTransferConfig config = DataTransferConfig.parse(job); - SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); - - MyLocalStreamEnvironment env = new MyLocalStreamEnvironment(conf); - - openCheckpointConf(env); - - env.setParallelism(speedConfig.getChannel()); - env.setRestartStrategy(RestartStrategies.noRestart()); - - DataStream dataStream = env.fromElements(records); - - BaseDataWriter writer = buildDataWriter(config); - writer.writeData(dataStream); - - if(StringUtils.isNotEmpty(savepointPath)){ - env.setSettings(SavepointRestoreSettings.forPath(savepointPath)); - } - - JobExecutionResult executionResult = env.execute(); - return new WriterResult(executionResult); - } - - private static BaseDataWriter buildDataWriter(DataTransferConfig config){ - String writerName = config.getJob().getContent().get(0).getWriter().getName(); - BaseDataWriter writer; - switch (writerName){ - case PluginNameConstrant.STREAM_WRITER : writer = new StreamWriter(config); break; - case PluginNameConstrant.CARBONDATA_WRITER : writer = new CarbondataWriter(config); break; - case PluginNameConstrant.MYSQL_WRITER : writer = new MysqlWriter(config); break; - case PluginNameConstrant.SQLSERVER_WRITER : writer = new SqlserverWriter(config); break; - case PluginNameConstrant.ORACLE_WRITER : writer = new OracleWriter(config); break; - case PluginNameConstrant.POSTGRESQL_WRITER : writer = new PostgresqlWriter(config); break; - case PluginNameConstrant.DB2_WRITER : writer = new Db2Writer(config); break; - case PluginNameConstrant.GBASE_WRITER : writer = new GbaseWriter(config); break; - case PluginNameConstrant.ES_WRITER : writer = new EsWriter(config); break; - case PluginNameConstrant.FTP_WRITER : writer = new FtpWriter(config); break; - case PluginNameConstrant.HBASE_WRITER : writer = new HbaseWriter(config); break; - case PluginNameConstrant.HDFS_WRITER : writer = new HdfsWriter(config); break; - case PluginNameConstrant.MONGODB_WRITER : writer = new MongodbWriter(config); break; - case PluginNameConstrant.ODPS_WRITER : writer = new OdpsWriter(config); break; - case PluginNameConstrant.REDIS_WRITER : writer = new RedisWriter(config); break; - case PluginNameConstrant.HIVE_WRITER : writer = new HiveWriter(config); break; - case PluginNameConstrant.KAFKA09_WRITER : writer = new Kafka09Writer(config); break; - case PluginNameConstrant.KAFKA10_WRITER : writer = new Kafka10Writer(config); break; - case PluginNameConstrant.KAFKA11_WRITER : writer = new Kafka11Writer(config); break; - case PluginNameConstrant.KUDU_WRITER : writer = new KuduWriter(config); break; - case PluginNameConstrant.CLICKHOUSE_WRITER : writer = new ClickhouseWriter(config); break; - case PluginNameConstrant.POLARDB_WRITER : writer = new PolardbWriter(config); break; - case PluginNameConstrant.KAFKA_WRITER : writer = new KafkaWriter(config); break; - default:throw new IllegalArgumentException("Can not find writer by name:" + writerName); - } - - return writer; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/BaseResult.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/BaseResult.java deleted file mode 100644 index 65d6a1509d..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/BaseResult.java +++ /dev/null @@ -1,43 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.result; - -import org.apache.flink.api.common.JobExecutionResult; - -/** - * @author jiangbo - * @date 2020/2/8 - */ -public abstract class BaseResult { - - JobExecutionResult executionResult; - - public BaseResult(JobExecutionResult executionResult) { - this.executionResult = executionResult; - } - - public JobExecutionResult getExecutionResult() { - return executionResult; - } - - public void setExecutionResult(JobExecutionResult executionResult) { - this.executionResult = executionResult; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/ReaderResult.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/ReaderResult.java deleted file mode 100644 index 03272c2a44..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/ReaderResult.java +++ /dev/null @@ -1,47 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.result; - -import org.apache.flink.api.common.JobExecutionResult; -import org.apache.flink.types.Row; - -import java.util.List; - -/** - * @author jiangbo - * @date 2020/2/8 - */ -public class ReaderResult extends BaseResult { - - List resultData; - - public ReaderResult(JobExecutionResult executionResult, List resultData) { - super(executionResult); - this.resultData = resultData; - } - - public List getResultData() { - return resultData; - } - - public void setResultData(List resultData) { - this.resultData = resultData; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/WriterResult.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/WriterResult.java deleted file mode 100644 index 008b02c509..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/result/WriterResult.java +++ /dev/null @@ -1,34 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.result; - -import org.apache.flink.api.common.JobExecutionResult; - - -/** - * @author jiangbo - * @date 2020/2/8 - */ -public class WriterResult extends BaseResult { - - public WriterResult(JobExecutionResult executionResult) { - super(executionResult); - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/DataSource.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/DataSource.java deleted file mode 100644 index 4da35415b7..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/DataSource.java +++ /dev/null @@ -1,16 +0,0 @@ -package com.dtstack.flinkx.test.core.source; - -import com.alibaba.fastjson.JSONObject; - -/** - * @author jiangbo - * @date 2020/2/19 - */ -public interface DataSource { - - /** - * 准备数据库 - * @return 返回数据库连接信息 - */ - JSONObject prepare(); -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/DataSourceFactory.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/DataSourceFactory.java deleted file mode 100644 index b7c0ab455f..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/DataSourceFactory.java +++ /dev/null @@ -1,46 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.source; - -import com.alibaba.fastjson.JSONObject; - -/** - * @author jiangbo - * @date 2020/2/19 - */ -public class DataSourceFactory { - - public static DataSource getDataSource(JSONObject config, String dataSourceName) { - JSONObject singleSourceConfig = config.getJSONObject(dataSourceName); - - String initType = singleSourceConfig.getString("initType"); - if ("static".equalsIgnoreCase(initType)) { - return new StaticDataSource(singleSourceConfig); - } - - if ("hdfs".equalsIgnoreCase(dataSourceName)) { - return new HdfsDataSource(singleSourceConfig); - } else if ("hive".equalsIgnoreCase(dataSourceName)){ - return new HiveDataSource(singleSourceConfig); - } else { - return new StaticDataSource(singleSourceConfig); - } - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/HdfsDataSource.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/HdfsDataSource.java deleted file mode 100644 index be2efaf012..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/HdfsDataSource.java +++ /dev/null @@ -1,42 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.source; - -import com.alibaba.fastjson.JSONObject; -import com.dtstack.flinkx.test.core.source.embedded.EmbeddedHDFSService; - -/** - * @author jiangbo - * @date 2020/2/19 - */ -public class HdfsDataSource implements DataSource { - - private JSONObject config; - - public HdfsDataSource(JSONObject config) { - this.config = config; - } - - @Override - public JSONObject prepare() { - EmbeddedHDFSService hdfsService = new EmbeddedHDFSService(); - return hdfsService.startService(); - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/HiveDataSource.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/HiveDataSource.java deleted file mode 100644 index d42f2f7407..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/HiveDataSource.java +++ /dev/null @@ -1,40 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.source; - -import com.alibaba.fastjson.JSONObject; - -/** - * @author jiangbo - * @date 2020/2/19 - */ -public class HiveDataSource implements DataSource { - - private JSONObject config; - - public HiveDataSource(JSONObject config) { - this.config = config; - } - - @Override - public JSONObject prepare() { - return new JSONObject(); - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/StaticDataSource.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/StaticDataSource.java deleted file mode 100644 index e5b75a2bd0..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/StaticDataSource.java +++ /dev/null @@ -1,49 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.source; - -import com.alibaba.fastjson.JSONObject; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -/** - * @author jiangbo - * @date 2020/2/19 - */ -public class StaticDataSource implements DataSource { - - public static Logger LOG = LoggerFactory.getLogger(StaticDataSource.class); - - private JSONObject config; - - public StaticDataSource(JSONObject config) { - this.config = config; - } - - @Override - public JSONObject prepare() { - if (config == null || config.isEmpty()) { - LOG.warn("[config]为null或者为空,返回空JSON对象"); - return new JSONObject(); - } - - return config; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/EmbeddedHDFSService.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/EmbeddedHDFSService.java deleted file mode 100644 index e4c4fde580..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/EmbeddedHDFSService.java +++ /dev/null @@ -1,71 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.source.embedded; - -import com.alibaba.fastjson.JSONObject; -import com.dtstack.flinkx.test.core.source.HdfsDataSource; -import org.apache.hadoop.hdfs.HdfsConfiguration; -import org.apache.hadoop.hdfs.MiniDFSCluster; -import org.apache.hadoop.test.PathUtils; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.io.File; - -/** - * 创建启动HDFS服务 - * - * @author jiangbo - * @date 2020/2/29 - */ -public class EmbeddedHDFSService { - - public static Logger LOG = LoggerFactory.getLogger(HdfsDataSource.class); - - public EmbeddedHDFSService() { - - } - - public JSONObject startService() { - JSONObject hadoopConfig = new JSONObject(); - hadoopConfig.put("fs.hdfs.impl.disable.cache", true); - hadoopConfig.put("hadoop.user.name", System.getProperty("user.name")); - - try { - HdfsConfiguration hadoopConf = new HdfsConfiguration(); - - File testDataPath = new File(PathUtils.getTestDir(this.getClass()), "miniclusters"); - File testDataCluster1 = new File(testDataPath, "cluster1"); - String c1Path = testDataCluster1.getAbsolutePath(); - hadoopConf.set("hdfs.minidfs.basedir", c1Path); - - MiniDFSCluster miniDFS = new MiniDFSCluster.Builder(hadoopConf).build(); - - String defaultFs = miniDFS.getFileSystem().getUri().toString(); - LOG.warn("启动HDFS成功:{}", defaultFs); - - hadoopConfig.put("fs.default.name", defaultFs); - } catch (Exception e) { - LOG.warn("启动HDFS服务失败", e); - } - - return hadoopConfig; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/EmbeddedHiveService.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/EmbeddedHiveService.java deleted file mode 100644 index c82ab24608..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/EmbeddedHiveService.java +++ /dev/null @@ -1,119 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.core.source.embedded; - -import ch.qos.logback.classic.Level; -import ch.qos.logback.classic.LoggerContext; -import com.alibaba.fastjson.JSONObject; -import com.dtstack.flinkx.test.core.source.embedded.hive.InternalHiveServer; -import com.dtstack.flinkx.test.core.source.embedded.hive.InternalMetaStoreServer; -import org.apache.hadoop.hive.conf.HiveConf; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -/** - * 启动Hive服务 - * TODO 未完成 引入的hive包版本不统一，hive server无法启动 - * - * @author jiangbo - * @date 2020/2/29 - */ -public class EmbeddedHiveService { - - public static Logger LOG = LoggerFactory.getLogger(EmbeddedHiveService.class); - - public EmbeddedHiveService() { - } - - public static void main(String[] args) { - LoggerContext loggerContext= (LoggerContext) LoggerFactory.getILoggerFactory(); - //设置全局日志级别 - ch.qos.logback.classic.Logger logger=loggerContext.getLogger("root"); - logger.setLevel(Level.toLevel("error")); - - EmbeddedHiveService hiveService = new EmbeddedHiveService(); - hiveService.startService(); - } - - public JSONObject startService() { - JSONObject hadoopConfig = new JSONObject(); - - try { - EmbeddedHDFSService hdfsService = new EmbeddedHDFSService(); - hadoopConfig = hdfsService.startService(); - } catch (Exception e) { - LOG.warn("启动HDFS服务失败", e); - return hadoopConfig; - } - - HiveConf hiveConf = new HiveConf(); - hiveConf.set("javax.jdo.option.ConnectionURL", "jdbc:derby:;databaseName=metastore_db;create=true"); - hiveConf.set("javax.jdo.option.ConnectionDriverName", "org.apache.derby.jdbc.EmbeddedDriver"); - hiveConf.set("hive.metastore.local", "true"); - hiveConf.set("hive.metastore.warehouse.dir", "/user/hive/warehouse"); - - hadoopConfig.forEach((key, val) -> { - if (null != val) { - hiveConf.set(key, val.toString()); - } - }); - - startMetaStore(hiveConf); - startHiveServer2(hiveConf); - - return hadoopConfig; - } - - private void startMetaStore(HiveConf hiveConf){ - hiveConf.set("hive.metastore.uris", "thrift://127.0.0.1:9083"); - - InternalMetaStoreServer metaStore = null; - try { - metaStore = new InternalMetaStoreServer(hiveConf); - metaStore.start(); - } catch (Exception e) { - LOG.error("", e); - if (metaStore != null) { - try { - metaStore.shutdown(); - } catch (Exception ex) { - LOG.error("", ex); - } - } - } - } - - private void startHiveServer2(HiveConf hiveConf){ - InternalHiveServer server = null; - try{ - server = new InternalHiveServer(hiveConf); - server.start(); - } catch (Exception e){ - LOG.error("", e); - if (server != null){ - try { - server.shutdown(); - } catch (Exception ex) { - LOG.error("", ex); - } - } - } - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/AbstractHiveServer.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/AbstractHiveServer.java deleted file mode 100644 index 625aa2d3c8..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/AbstractHiveServer.java +++ /dev/null @@ -1,101 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test.core.source.embedded.hive; - -import com.google.common.base.Strings; -import org.apache.hadoop.conf.Configuration; -import org.apache.hadoop.hive.conf.HiveConf; -import org.apache.hadoop.hive.conf.HiveConf.ConfVars; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.SQLException; -import java.util.concurrent.TimeoutException; - -/** - * @author jiangbo - * @date 2020/3/2 - */ -public abstract class AbstractHiveServer implements HiveServer { - - private static final Logger LOGGER = LoggerFactory.getLogger(AbstractHiveServer.class); - - private static final String LINK_FAILURE_SQL_STATE = "08S01"; - - private final Configuration configuration; - private final String hostname; - private final int port; - - public AbstractHiveServer(Configuration configuration, String hostname, - int port) { - this.configuration = configuration; - this.hostname = hostname; - this.port = port; - LOGGER.info("Hive Server2 configured on host: " + hostname + " port:" + port); - } - - @Override - public String getProperty(String key) { - return configuration.get(key); - } - - @Override - public String getURL() { - return "jdbc:hive2://" + hostname + ":" + port + "/default"; - } - - public Connection createConnection(String user, String password) throws Exception{ - String url = getURL(); - DriverManager.setLoginTimeout(0); - Connection connection = DriverManager.getConnection(url, user, password); - return connection; - } - - protected static String getHostname(HiveConf hiveConf) { - return hiveConf.get(ConfVars.HIVE_SERVER2_THRIFT_BIND_HOST.toString(), "localhost").trim(); - } - protected static int getPort(HiveConf hiveConf) { - return Integer.parseInt(hiveConf.get(ConfVars.HIVE_SERVER2_THRIFT_PORT.toString(), "10000").trim()); - } - protected static void waitForStartup(HiveServer hiveServer) throws Exception { - int waitTime = 0; - long startupTimeout = 1000L * 10L; - do { - Thread.sleep(500L); - waitTime += 500L; - if (waitTime > startupTimeout) { - throw new TimeoutException("Couldn't access new HiveServer: " + hiveServer.getURL()); - } - try { - DriverManager.setLoginTimeout(30); - Connection connection = DriverManager.getConnection(hiveServer.getURL(), "root", "abc123"); - connection.close(); - break; - } catch (SQLException e) { - e.printStackTrace(); - String state = Strings.nullToEmpty(e.getSQLState()).trim(); - if (!state.equalsIgnoreCase(LINK_FAILURE_SQL_STATE)) { - throw e; - } - } - } while (true); - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/HiveServer.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/HiveServer.java deleted file mode 100644 index ddfaace356..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/HiveServer.java +++ /dev/null @@ -1,38 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test.core.source.embedded.hive; - -import java.sql.Connection; - -/** - * @author jiangbo - * @date 2020/3/2 - */ -public interface HiveServer { - - void start() throws Exception; - - void shutdown() throws Exception; - - String getURL(); - - String getProperty(String key); - - Connection createConnection(String user, String password) throws Exception; -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/InternalHiveServer.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/InternalHiveServer.java deleted file mode 100644 index 05262a4469..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/InternalHiveServer.java +++ /dev/null @@ -1,52 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test.core.source.embedded.hive; - -import org.apache.hadoop.hive.conf.HiveConf; -import org.apache.hive.service.server.HiveServer2; - -/** - * @author jiangbo - * @date 2020/3/2 - */ -public class InternalHiveServer extends AbstractHiveServer { - - private final HiveServer2 hiveServer2; - private final HiveConf conf; - - public InternalHiveServer(HiveConf conf) throws Exception { - super(conf, getHostname(conf), getPort(conf)); - hiveServer2 = new HiveServer2(); - this.conf = conf; - } - - @Override - public synchronized void start() throws Exception { - hiveServer2.init(conf); - hiveServer2.start(); - waitForStartup(this); - } - - @Override - public synchronized void shutdown() throws Exception { - if (hiveServer2 != null) { - hiveServer2.stop(); - } - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/InternalMetaStoreServer.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/InternalMetaStoreServer.java deleted file mode 100644 index 878c78fc8f..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/core/source/embedded/hive/InternalMetaStoreServer.java +++ /dev/null @@ -1,85 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test.core.source.embedded.hive; - -import org.apache.hadoop.conf.Configuration; -import org.apache.hadoop.hive.conf.HiveConf; -import org.apache.hadoop.hive.metastore.HiveMetaStore; -import org.apache.hadoop.hive.shims.ShimLoader; - -import java.net.URI; -import java.util.concurrent.Callable; -import java.util.concurrent.ExecutorService; -import java.util.concurrent.Executors; - -/** - * @author jiangbo - * @date 2020/3/2 - */ -public class InternalMetaStoreServer extends AbstractHiveServer { - - private final HiveConf conf; - - private ExecutorService metaStoreExecutor = Executors.newSingleThreadExecutor(); - - public InternalMetaStoreServer(HiveConf conf) throws Exception { - super(conf, getMetastoreHostname(conf), getMetastorePort(conf)); - this.conf = conf; - } - - @Override - public String getURL() { - return "jdbc:hive2://"; - } - - @Override - public void start() throws Exception { - startMetastore(); - } - - @Override - public void shutdown() throws Exception { - metaStoreExecutor.shutdown(); - } - - // async metaStore startup since Hive doesn't have that option - private void startMetastore() throws Exception { - Callable metastoreService = new Callable() { - public Void call() throws Exception { - try { - HiveMetaStore.startMetaStore(getMetastorePort(conf), - ShimLoader.getHadoopThriftAuthBridge(), conf); - } catch (Throwable e) { - throw new Exception("Error starting metastore", e); - } - return null; - } - }; - metaStoreExecutor.submit(metastoreService); - } - - private static String getMetastoreHostname(Configuration conf) - throws Exception { - return new URI(conf.get(HiveConf.ConfVars.METASTOREURIS.varname)).getHost(); - } - - private static int getMetastorePort(Configuration conf) throws Exception { - return new URI(conf.get(HiveConf.ConfVars.METASTOREURIS.varname)).getPort(); - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/BaseHdfsTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/BaseHdfsTest.java deleted file mode 100644 index 393bb9257e..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/BaseHdfsTest.java +++ /dev/null @@ -1,59 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.hdfs; - -import com.dtstack.flinkx.test.core.BaseTest; -import com.dtstack.flinkx.util.FileSystemUtil; -import org.apache.hadoop.fs.FileSystem; - -/** - * @author jiangbo - * @date 2020/2/29 - */ -public abstract class BaseHdfsTest extends BaseTest { - - public static final String PLUGIN_NAME = "hdfs"; - - protected FileSystem fs; - - @Override - protected String getDataSourceName() { - return PLUGIN_NAME; - } - - @Override - protected boolean isDataSourceValid() { - try { - fs = FileSystemUtil.getFileSystem(connectionConfig, null); - return true; - } catch (Exception e) { - LOG.warn("校验HDFS数据源失败", e); - } - - return false; - } - - @Override - protected void cleanData() throws Exception { - if (null != fs) { - fs.close(); - } - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/reader/HdfsReaderTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/reader/HdfsReaderTest.java deleted file mode 100644 index 4dbaedc851..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/reader/HdfsReaderTest.java +++ /dev/null @@ -1,39 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.hdfs.reader; - -import com.dtstack.flinkx.test.hdfs.BaseHdfsTest; - -/** - * @author jiangbo - * @date 2020/2/29 - */ -public class HdfsReaderTest extends BaseHdfsTest { - - @Override - protected void prepareDataInternal() throws Exception { - // do nothing - } - - @Override - protected void cleanData() throws Exception { - - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/writer/HdfsWriterTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/writer/HdfsWriterTest.java deleted file mode 100644 index dd9b539be0..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/hdfs/writer/HdfsWriterTest.java +++ /dev/null @@ -1,123 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.hdfs.writer; - -import com.alibaba.fastjson.JSONObject; -import com.dtstack.flinkx.test.core.DefaultParameterReplace; -import com.dtstack.flinkx.test.core.WriterUnitTestLauncher; -import com.dtstack.flinkx.test.core.result.WriterResult; -import com.dtstack.flinkx.test.hdfs.BaseHdfsTest; -import com.dtstack.flinkx.util.ExceptionUtil; -import org.apache.flink.types.Row; -import org.junit.Assert; -import org.testng.annotations.Test; - -import java.sql.Timestamp; -import java.util.Date; - -/** - * @author jiangbo - * @date 2020/2/29 - */ -public class HdfsWriterTest extends BaseHdfsTest { - - @Override - protected void prepareDataInternal() throws Exception { - // do nothing - } - - @Test - public void singleChannelNumberTextFileTest() { - try { - int number = 20; - Row[] records = getTextRecords(number); - - JSONObject parameter = new JSONObject(); - parameter.put("fileName", "fileType=text"); - parameter.put("fileType", "text"); - parameter.put("defaultFS", connectionConfig.getString("fs.default.name")); - - WriterResult result = (WriterResult) new WriterUnitTestLauncher() - .withRecords(records) - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new DefaultParameterReplace(connectionConfig, "writer", "hadoopConfig")) - .withParameterReplace(new DefaultParameterReplace(parameter, "writer")) - .withTestCaseName("numberTest") - .runJob(); - - long numberWriter = result.getExecutionResult().getAccumulatorResult("numWrite"); - Assert.assertEquals(number, numberWriter); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void multiChannelNumberTextFileTest() { - try { - int number = 20; - Row[] records = getTextRecords(number); - - JSONObject parameter = new JSONObject(); - parameter.put("fileName", "fileType=text"); - parameter.put("fileType", "text"); - parameter.put("defaultFS", connectionConfig.getString("fs.default.name")); - - WriterResult result = (WriterResult) new WriterUnitTestLauncher() - .withRecords(records) - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new DefaultParameterReplace(connectionConfig, "writer", "hadoopConfig")) - .withParameterReplace(new DefaultParameterReplace(parameter, "writer")) - .withTestCaseName("numberTest") - .withChannel(2) - .runJob(); - - long numberWriter = result.getExecutionResult().getAccumulatorResult("numWrite"); - Assert.assertEquals(number, numberWriter); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - private Row[] getTextRecords(int number){ - Row[] records = new Row[number]; - for (int i = 0; i < number; i++) { - Row record = new Row(3); - record.setField(0, i); - record.setField(0, (short)i); - record.setField(0, i); - record.setField(0, (long)i); - record.setField(0, 2.34); - record.setField(0, 4.342); - record.setField(0, 45.234); - record.setField(0, "string_" + i); - record.setField(0, "varchar_" + i); - record.setField(0, "char_" + i); - record.setField(0, true); - record.setField(0, new Date()); - record.setField(0, new Timestamp(System.currentTimeMillis())); - record.setField(0, new Byte[3]); - - records[i] = record; - } - - return records; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/mysql/MySqlTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/mysql/MySqlTest.java deleted file mode 100644 index 3d003a3af0..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/mysql/MySqlTest.java +++ /dev/null @@ -1,41 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.mysql; - -import com.dtstack.flinkx.test.rdb.JdbcTest; - -/** - * @author jiangbo - * @date 2020/2/8 - */ -public abstract class MySqlTest extends JdbcTest { - - public static final String PLUGIN_NAME = "mysql"; - - @Override - protected String getDriverName() { - return "com.mysql.jdbc.Driver"; - } - - @Override - protected String getDataSourceName() { - return PLUGIN_NAME; - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/mysql/reader/MySqlReaderTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/mysql/reader/MySqlReaderTest.java deleted file mode 100644 index c5f61850d6..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/mysql/reader/MySqlReaderTest.java +++ /dev/null @@ -1,232 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.mysql.reader; - -import com.dtstack.flinkx.test.core.ReaderUnitTestLauncher; -import com.dtstack.flinkx.test.core.result.ReaderResult; -import com.dtstack.flinkx.test.mysql.MySqlTest; -import com.dtstack.flinkx.test.rdb.JdbcReaderParameterReplace; -import com.dtstack.flinkx.util.ExceptionUtil; -import org.testng.Assert; -import org.testng.annotations.Test; - -/** - * @author jiangbo - * @date 2020/2/8 - */ -public class MySqlReaderTest extends MySqlTest { - - @Override - protected String getPluginType() { - return "reader"; - } - - /** - * 全字段单通道读取条数验证 - */ - @Test - public void singleChannelNumberTest() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("numberTest") - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 20); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - /** - * 全字段多通道读取条数验证 - */ - @Test - public void multiChannelNumberTest() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("numberTest") - .withChannel(2) - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 20); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void singleChannelFilterTest() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("filterTest") - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 15); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void multiChannelFilterTest() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("filterTest") - .withChannel(2) - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 15); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void singleChannelCustomSqlTest() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("customSqlTest") - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 17); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void multiChannelCustomSqlTest() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("customSqlTest") - .withChannel(2) - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 17); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void singleChannelIncrementWithoutStartLocation() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("incrementWithoutStartLocation") - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 20); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void multiChannelIncrementWithoutStartLocation() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("incrementWithoutStartLocation") - .withChannel(2) - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 20); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void singleChannelIncrementWithStartLocation() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("incrementWithStartLocation") - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 10); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void multiChannelIncrementWithStartLocation() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("incrementWithStartLocation") - .withChannel(2) - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 10); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void singleChannelIncrementUseMaxFunc() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("incrementUseMaxFunc") - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 19); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void multiChannelIncrementUseMaxFunc() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withParameterReplace(new JdbcReaderParameterReplace(connectionConfig)) - .withTestCaseName("incrementUseMaxFunc") - .withChannel(2) - .runJob(); - - Assert.assertEquals(readerResult.getResultData().size(), 19); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/rdb/JdbcReaderParameterReplace.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/rdb/JdbcReaderParameterReplace.java deleted file mode 100644 index 5da6e513c5..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/rdb/JdbcReaderParameterReplace.java +++ /dev/null @@ -1,70 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.rdb; - -import com.alibaba.fastjson.JSONArray; -import com.alibaba.fastjson.JSONObject; -import com.dtstack.flinkx.test.core.ParameterReplace; - -/** - * @author jiangbo - * @date 2020/2/19 - */ -public class JdbcReaderParameterReplace implements ParameterReplace { - - private JSONObject connectionConfig; - - public JdbcReaderParameterReplace(JSONObject connectionConfig) { - this.connectionConfig = connectionConfig; - } - - @Override - public String replaceParameter(String job) { - if (connectionConfig == null || connectionConfig.isEmpty()) { - return job; - } - - JSONObject jobJson = JSONObject.parseObject(job); - - JSONArray table = jobJson.getJSONObject("job") - .getJSONArray("content") - .getJSONObject(0).getJSONObject("reader") - .getJSONObject("parameter").getJSONArray("table"); - - connectionConfig.put("table", table); - - JSONArray connections = new JSONArray(); - connections.add(connectionConfig); - - jobJson.getJSONObject("job") - .getJSONArray("content") - .getJSONObject(0).getJSONObject("reader") - .getJSONObject("parameter") - .put("connection", connections); - - jobJson.getJSONObject("job") - .getJSONArray("content") - .getJSONObject(0).getJSONObject("reader") - .getJSONObject("parameter") - .putAll(connectionConfig); - - return jobJson.toJSONString(); - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/rdb/JdbcTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/rdb/JdbcTest.java deleted file mode 100644 index 056bf4e4b1..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/rdb/JdbcTest.java +++ /dev/null @@ -1,113 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.rdb; - -import com.alibaba.fastjson.JSONArray; -import com.dtstack.flinkx.test.core.BaseTest; -import com.dtstack.flinkx.util.ClassUtil; -import org.apache.commons.lang.StringUtils; - -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.Statement; - -/** - * @author jiangbo - * @date 2020/2/11 - */ -public abstract class JdbcTest extends BaseTest { - - public static final String KEY_JDBC_URL = "jdbcUrl"; - public static final String KEY_USERNAME = "username"; - public static final String KEY_PASSWORD = "password"; - public static final String KEY_INIT_SQL = "initSql"; - - protected Connection connection; - - @Override - protected boolean isDataSourceValid() { -// try { -// ClassUtil.forName(getDriverName()); -// String jdbcUrl = connectionConfig.getJSONArray(KEY_JDBC_URL).getString(0); -// String username = connectionConfig.getString(KEY_USERNAME); -// String password = connectionConfig.getString(KEY_PASSWORD); -// connection = DriverManager.getConnection(jdbcUrl, username, password); -// return true; -// } catch (Exception e) { -// LOG.error("获取数据源连接出错：", e); -// } - - return false; - } - - @Override - protected void prepareDataInternal() throws Exception { - JSONArray sqlArray = actionBeforeTest.getJSONArray(getPluginType()); - executeBatchSql(sqlArray); - } - - private void executeBatchSql(JSONArray initSqlArray) throws Exception { - if (initSqlArray == null || initSqlArray.isEmpty()) { - return; - } - - Statement statement; - try { - statement = connection.createStatement(); - } catch (Exception e) { - throw new RuntimeException("创建[statement]出错：", e); - } - - for (Object sql : initSqlArray) { - if (sql == null || StringUtils.isEmpty(sql.toString())) { - continue; - } - - try { - statement.execute(sql.toString()); - } catch (Exception e) { - statement.close(); - LOG.error("执行sql[{}]出错", sql); - throw new RuntimeException(e); - } - } - } - - @Override - protected void cleanData() throws Exception { - JSONArray sqlArray = actionAfterTest.getJSONArray(getPluginType()); - executeBatchSql(sqlArray); - closeConnection(); - } - - private void closeConnection() { - try { - if (connection != null) { - connection.close(); - } - } catch (Exception e) { - LOG.warn("关闭数据源连接出错：", e); - } - } - - protected abstract String getDriverName(); - - protected abstract String getPluginType(); -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/stream/reader/StreamReaderTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/stream/reader/StreamReaderTest.java deleted file mode 100644 index 9721d468b2..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/stream/reader/StreamReaderTest.java +++ /dev/null @@ -1,92 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.stream.reader; - -import com.dtstack.flinkx.test.annotation.Plugin; -import com.dtstack.flinkx.test.annotation.PluginType; -import com.dtstack.flinkx.test.annotation.TestCase; -import com.dtstack.flinkx.test.core.BaseTest; -import com.dtstack.flinkx.test.core.ReaderUnitTestLauncher; -import com.dtstack.flinkx.test.core.result.ReaderResult; -import com.dtstack.flinkx.util.ExceptionUtil; -import org.testng.Assert; -import org.testng.annotations.Test; - -/** - * - * - * @author jiangbo - * @date 2020/2/8 - */ -@TestCase(plugin = Plugin.STREAM, type = PluginType.READER) -public class StreamReaderTest extends BaseTest { - - public static final String PLUGIN_NAME = "stream"; - - @Override - protected String getDataSourceName() { - return PLUGIN_NAME; - } - - @Override - protected boolean isDataSourceValid() { - // stream插件不对接数据源 - return true; - } - - @Override - protected void prepareDataInternal() { - // 不需要准备数据 - } - - @Override - protected void cleanData() { - // 不需要清里数据 - } - - @Test - public void singleChannelNumberTest() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withTestCaseName("singleChannelNumberTest") - .runJob(); - - Assert.assertEquals(50, readerResult.getResultData().size()); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } - - @Test - public void multiChannelNumberTest() { - try { - ReaderResult readerResult = (ReaderResult) new ReaderUnitTestLauncher() - .withPluginName(PLUGIN_NAME) - .withTestCaseName("multiChannelNumberTest") - .withChannel(2) - .runJob(); - - Assert.assertEquals(80, readerResult.getResultData().size()); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/stream/writer/StreamWriterTest.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/stream/writer/StreamWriterTest.java deleted file mode 100644 index a402f5af68..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/stream/writer/StreamWriterTest.java +++ /dev/null @@ -1,87 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.stream.writer; - -import com.dtstack.flinkx.test.annotation.Plugin; -import com.dtstack.flinkx.test.annotation.PluginType; -import com.dtstack.flinkx.test.annotation.TestCase; -import com.dtstack.flinkx.test.core.BaseTest; -import com.dtstack.flinkx.test.core.WriterUnitTestLauncher; -import com.dtstack.flinkx.test.core.result.WriterResult; -import com.dtstack.flinkx.util.ExceptionUtil; -import org.apache.flink.types.Row; -import org.junit.Assert; -import org.testng.annotations.Test; - -/** - * @author jiangbo - * @date 2020/2/20 - */ -@TestCase(plugin = Plugin.STREAM, type = PluginType.WRITER) -public class StreamWriterTest extends BaseTest { - - public static final String PLUGIN_NAME = "stream"; - - @Override - protected String getDataSourceName() { - return PLUGIN_NAME; - } - - @Override - protected boolean isDataSourceValid() { - return true; - } - - @Override - protected void prepareDataInternal() throws Exception { - - } - - @Override - protected void cleanData() throws Exception { - - } - - @Test - public void singleChannelNumberTest() { - try { - Row[] records = new Row[20]; - for (int i = 0; i < 20; i++) { - Row record = new Row(3); - record.setField(0, "col1"); - record.setField(1, "col2"); - record.setField(2, "col3"); - - records[i] = record; - } - - WriterResult result = (WriterResult) new WriterUnitTestLauncher() - .withRecords(records) - .withPluginName(PLUGIN_NAME) - .withTestCaseName("singleChannelNumberTest") - .runJob(); - - long numberWriter = result.getExecutionResult().getAccumulatorResult("numWrite"); - Assert.assertEquals(20, numberWriter); - } catch (Exception e) { - Assert.fail(ExceptionUtil.getErrorMessage(e)); - } - } -} diff --git a/flinkx-test/src/test/java/com/dtstack/flinkx/test/util/TestCaseDocImporter.java b/flinkx-test/src/test/java/com/dtstack/flinkx/test/util/TestCaseDocImporter.java deleted file mode 100644 index 77ed60b8e4..0000000000 --- a/flinkx-test/src/test/java/com/dtstack/flinkx/test/util/TestCaseDocImporter.java +++ /dev/null @@ -1,31 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.test.util; - -/** - * @author jiangbo - * @date 2020/3/6 - */ -public class TestCaseDocImporter{ - - public static void main(String[] args) { - - } -} diff --git a/flinkx-test/src/test/java/org/apache/hadoop/io/nativeio/NativeIO.java b/flinkx-test/src/test/java/org/apache/hadoop/io/nativeio/NativeIO.java deleted file mode 100644 index d38b2d7009..0000000000 --- a/flinkx-test/src/test/java/org/apache/hadoop/io/nativeio/NativeIO.java +++ /dev/null @@ -1,967 +0,0 @@ -/** - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package org.apache.hadoop.io.nativeio; - -import com.google.common.annotations.VisibleForTesting; -import org.apache.commons.logging.Log; -import org.apache.commons.logging.LogFactory; -import org.apache.hadoop.classification.InterfaceAudience; -import org.apache.hadoop.classification.InterfaceStability; -import org.apache.hadoop.conf.Configuration; -import org.apache.hadoop.fs.CommonConfigurationKeys; -import org.apache.hadoop.fs.HardLink; -import org.apache.hadoop.io.IOUtils; -import org.apache.hadoop.io.SecureIOUtils.AlreadyExistsException; -import org.apache.hadoop.util.NativeCodeLoader; -import org.apache.hadoop.util.PerformanceAdvisory; -import org.apache.hadoop.util.Shell; -import sun.misc.Unsafe; - -import java.io.*; -import java.lang.reflect.Field; -import java.nio.ByteBuffer; -import java.nio.MappedByteBuffer; -import java.nio.channels.FileChannel; -import java.util.Map; -import java.util.concurrent.ConcurrentHashMap; - -/** - * JNI wrappers for various native IO-related calls not available in Java. - * These functions should generally be used alongside a fallback to another - * more portable mechanism. - */ -@InterfaceAudience.Private -@InterfaceStability.Unstable -public class NativeIO { - public static class POSIX { - // Flags for open() call from bits/fcntl.h - public static final int O_RDONLY = 00; - public static final int O_WRONLY = 01; - public static final int O_RDWR = 02; - public static final int O_CREAT = 0100; - public static final int O_EXCL = 0200; - public static final int O_NOCTTY = 0400; - public static final int O_TRUNC = 01000; - public static final int O_APPEND = 02000; - public static final int O_NONBLOCK = 04000; - public static final int O_SYNC = 010000; - public static final int O_ASYNC = 020000; - public static final int O_FSYNC = O_SYNC; - public static final int O_NDELAY = O_NONBLOCK; - - // Flags for posix_fadvise() from bits/fcntl.h - /* No further special treatment. */ - public static final int POSIX_FADV_NORMAL = 0; - /* Expect random page references. */ - public static final int POSIX_FADV_RANDOM = 1; - /* Expect sequential page references. */ - public static final int POSIX_FADV_SEQUENTIAL = 2; - /* Will need these pages. */ - public static final int POSIX_FADV_WILLNEED = 3; - /* Don't need these pages. */ - public static final int POSIX_FADV_DONTNEED = 4; - /* Data will be accessed once. */ - public static final int POSIX_FADV_NOREUSE = 5; - - - /* Wait upon writeout of all pages - in the range before performing the - write. */ - public static final int SYNC_FILE_RANGE_WAIT_BEFORE = 1; - /* Initiate writeout of all those - dirty pages in the range which are - not presently under writeback. */ - public static final int SYNC_FILE_RANGE_WRITE = 2; - - /* Wait upon writeout of all pages in - the range after performing the - write. */ - public static final int SYNC_FILE_RANGE_WAIT_AFTER = 4; - - private static final Log LOG = LogFactory.getLog(org.apache.hadoop.io.nativeio.NativeIO.class); - - private static boolean nativeLoaded = false; - private static boolean fadvisePossible = true; - private static boolean syncFileRangePossible = true; - - static final String WORKAROUND_NON_THREADSAFE_CALLS_KEY = - "hadoop.workaround.non.threadsafe.getpwuid"; - static final boolean WORKAROUND_NON_THREADSAFE_CALLS_DEFAULT = true; - - private static long cacheTimeout = -1; - - private static CacheManipulator cacheManipulator = new CacheManipulator(); - - public static CacheManipulator getCacheManipulator() { - return cacheManipulator; - } - - public static void setCacheManipulator(CacheManipulator cacheManipulator) { - POSIX.cacheManipulator = cacheManipulator; - } - - /** - * Used to manipulate the operating system cache. - */ - @VisibleForTesting - public static class CacheManipulator { - public void mlock(String identifier, ByteBuffer buffer, - long len) throws IOException { - POSIX.mlock(buffer, len); - } - - public long getMemlockLimit() { - return org.apache.hadoop.io.nativeio.NativeIO.getMemlockLimit(); - } - - public long getOperatingSystemPageSize() { - return org.apache.hadoop.io.nativeio.NativeIO.getOperatingSystemPageSize(); - } - - public void posixFadviseIfPossible(String identifier, - FileDescriptor fd, long offset, long len, int flags) - throws NativeIOException { - POSIX.posixFadviseIfPossible(identifier, fd, offset, - len, flags); - } - - public boolean verifyCanMlock() { - return org.apache.hadoop.io.nativeio.NativeIO.isAvailable(); - } - } - - /** - * A CacheManipulator used for testing which does not actually call mlock. - * This allows many tests to be run even when the operating system does not - * allow mlock, or only allows limited mlocking. - */ - @VisibleForTesting - public static class NoMlockCacheManipulator extends CacheManipulator { - public void mlock(String identifier, ByteBuffer buffer, - long len) throws IOException { - LOG.info("mlocking " + identifier); - } - - public long getMemlockLimit() { - return 1125899906842624L; - } - - public long getOperatingSystemPageSize() { - return 4096; - } - - public boolean verifyCanMlock() { - return true; - } - } - - static { - if (NativeCodeLoader.isNativeCodeLoaded()) { - try { - Configuration conf = new Configuration(); - workaroundNonThreadSafePasswdCalls = conf.getBoolean( - WORKAROUND_NON_THREADSAFE_CALLS_KEY, - WORKAROUND_NON_THREADSAFE_CALLS_DEFAULT); - - initNative(); - nativeLoaded = true; - - cacheTimeout = conf.getLong( - CommonConfigurationKeys.HADOOP_SECURITY_UID_NAME_CACHE_TIMEOUT_KEY, - CommonConfigurationKeys.HADOOP_SECURITY_UID_NAME_CACHE_TIMEOUT_DEFAULT) * - 1000; - LOG.debug("Initialized cache for IDs to User/Group mapping with a " + - " cache timeout of " + cacheTimeout/1000 + " seconds."); - - } catch (Throwable t) { - // This can happen if the user has an older version of libhadoop.so - // installed - in this case we can continue without native IO - // after warning - PerformanceAdvisory.LOG.debug("Unable to initialize NativeIO libraries", t); - } - } - } - - /** - * Return true if the JNI-based native IO extensions are available. - */ - public static boolean isAvailable() { - return NativeCodeLoader.isNativeCodeLoaded() && nativeLoaded; - } - - private static void assertCodeLoaded() throws IOException { - if (!isAvailable()) { - throw new IOException("NativeIO was not loaded"); - } - } - - /** Wrapper around open(2) */ - public static native FileDescriptor open(String path, int flags, int mode) throws IOException; - /** Wrapper around fstat(2) */ - private static native Stat fstat(FileDescriptor fd) throws IOException; - - /** Native chmod implementation. On UNIX, it is a wrapper around chmod(2) */ - private static native void chmodImpl(String path, int mode) throws IOException; - - public static void chmod(String path, int mode) throws IOException { - if (!Shell.WINDOWS) { - chmodImpl(path, mode); - } else { - try { - chmodImpl(path, mode); - } catch (NativeIOException nioe) { - if (nioe.getErrorCode() == 3) { - throw new NativeIOException("No such file or directory", - Errno.ENOENT); - } else { - LOG.warn(String.format("NativeIO.chmod error (%d): %s", - nioe.getErrorCode(), nioe.getMessage())); - throw new NativeIOException("Unknown error", Errno.UNKNOWN); - } - } - } - } - - /** Wrapper around posix_fadvise(2) */ - static native void posix_fadvise( - FileDescriptor fd, long offset, long len, int flags) throws NativeIOException; - - /** Wrapper around sync_file_range(2) */ - static native void sync_file_range( - FileDescriptor fd, long offset, long nbytes, int flags) throws NativeIOException; - - /** - * Call posix_fadvise on the given file descriptor. See the manpage - * for this syscall for more information. On systems where this - * call is not available, does nothing. - * - * @throws NativeIOException if there is an error with the syscall - */ - static void posixFadviseIfPossible(String identifier, - FileDescriptor fd, long offset, long len, int flags) - throws NativeIOException { - if (nativeLoaded && fadvisePossible) { - try { - posix_fadvise(fd, offset, len, flags); - } catch (UnsupportedOperationException uoe) { - fadvisePossible = false; - } catch (UnsatisfiedLinkError ule) { - fadvisePossible = false; - } - } - } - - /** - * Call sync_file_range on the given file descriptor. See the manpage - * for this syscall for more information. On systems where this - * call is not available, does nothing. - * - * @throws NativeIOException if there is an error with the syscall - */ - public static void syncFileRangeIfPossible( - FileDescriptor fd, long offset, long nbytes, int flags) - throws NativeIOException { - if (nativeLoaded && syncFileRangePossible) { - try { - sync_file_range(fd, offset, nbytes, flags); - } catch (UnsupportedOperationException uoe) { - syncFileRangePossible = false; - } catch (UnsatisfiedLinkError ule) { - syncFileRangePossible = false; - } - } - } - - static native void mlock_native( - ByteBuffer buffer, long len) throws NativeIOException; - - /** - * Locks the provided direct ByteBuffer into memory, preventing it from - * swapping out. After a buffer is locked, future accesses will not incur - * a page fault. - * - * See the mlock(2) man page for more information. - * - * @throws NativeIOException - */ - static void mlock(ByteBuffer buffer, long len) - throws IOException { - assertCodeLoaded(); - if (!buffer.isDirect()) { - throw new IOException("Cannot mlock a non-direct ByteBuffer"); - } - mlock_native(buffer, len); - } - - /** - * Unmaps the block from memory. See munmap(2). - * - * There isn't any portable way to unmap a memory region in Java. - * So we use the sun.nio method here. - * Note that unmapping a memory region could cause crashes if code - * continues to reference the unmapped code. However, if we don't - * manually unmap the memory, we are dependent on the finalizer to - * do it, and we have no idea when the finalizer will run. - * - * @param buffer The buffer to unmap. - */ - public static void munmap(MappedByteBuffer buffer) { - if (buffer instanceof sun.nio.ch.DirectBuffer) { - sun.misc.Cleaner cleaner = - ((sun.nio.ch.DirectBuffer)buffer).cleaner(); - cleaner.clean(); - } - } - - /** Linux only methods used for getOwner() implementation */ - private static native long getUIDforFDOwnerforOwner(FileDescriptor fd) throws IOException; - private static native String getUserName(long uid) throws IOException; - - /** - * Result type of the fstat call - */ - public static class Stat { - private int ownerId, groupId; - private String owner, group; - private int mode; - - // Mode constants - public static final int S_IFMT = 0170000; /* type of file */ - public static final int S_IFIFO = 0010000; /* named pipe (fifo) */ - public static final int S_IFCHR = 0020000; /* character special */ - public static final int S_IFDIR = 0040000; /* directory */ - public static final int S_IFBLK = 0060000; /* block special */ - public static final int S_IFREG = 0100000; /* regular */ - public static final int S_IFLNK = 0120000; /* symbolic link */ - public static final int S_IFSOCK = 0140000; /* socket */ - public static final int S_IFWHT = 0160000; /* whiteout */ - public static final int S_ISUID = 0004000; /* set user id on execution */ - public static final int S_ISGID = 0002000; /* set group id on execution */ - public static final int S_ISVTX = 0001000; /* save swapped text even after use */ - public static final int S_IRUSR = 0000400; /* read permission, owner */ - public static final int S_IWUSR = 0000200; /* write permission, owner */ - public static final int S_IXUSR = 0000100; /* execute/search permission, owner */ - - Stat(int ownerId, int groupId, int mode) { - this.ownerId = ownerId; - this.groupId = groupId; - this.mode = mode; - } - - Stat(String owner, String group, int mode) { - if (!Shell.WINDOWS) { - this.owner = owner; - } else { - this.owner = stripDomain(owner); - } - if (!Shell.WINDOWS) { - this.group = group; - } else { - this.group = stripDomain(group); - } - this.mode = mode; - } - - @Override - public String toString() { - return "Stat(owner='" + owner + "', group='" + group + "'" + - ", mode=" + mode + ")"; - } - - public String getOwner() { - return owner; - } - public String getGroup() { - return group; - } - public int getMode() { - return mode; - } - } - - /** - * Returns the file stat for a file descriptor. - * - * @param fd file descriptor. - * @return the file descriptor file stat. - * @throws IOException thrown if there was an IO error while obtaining the file stat. - */ - public static Stat getFstat(FileDescriptor fd) throws IOException { - Stat stat = null; - if (!Shell.WINDOWS) { - stat = fstat(fd); - stat.owner = getName(IdCache.USER, stat.ownerId); - stat.group = getName(IdCache.GROUP, stat.groupId); - } else { - try { - stat = fstat(fd); - } catch (NativeIOException nioe) { - if (nioe.getErrorCode() == 6) { - throw new NativeIOException("The handle is invalid.", - Errno.EBADF); - } else { - LOG.warn(String.format("NativeIO.getFstat error (%d): %s", - nioe.getErrorCode(), nioe.getMessage())); - throw new NativeIOException("Unknown error", Errno.UNKNOWN); - } - } - } - return stat; - } - - private static String getName(IdCache domain, int id) throws IOException { - Map idNameCache = (domain == IdCache.USER) - ? USER_ID_NAME_CACHE : GROUP_ID_NAME_CACHE; - String name; - CachedName cachedName = idNameCache.get(id); - long now = System.currentTimeMillis(); - if (cachedName != null && (cachedName.timestamp + cacheTimeout) > now) { - name = cachedName.name; - } else { - name = (domain == IdCache.USER) ? getUserName(id) : getGroupName(id); - if (LOG.isDebugEnabled()) { - String type = (domain == IdCache.USER) ? "UserName" : "GroupName"; - LOG.debug("Got " + type + " " + name + " for ID " + id + - " from the native implementation"); - } - cachedName = new CachedName(name, now); - idNameCache.put(id, cachedName); - } - return name; - } - - static native String getUserName(int uid) throws IOException; - static native String getGroupName(int uid) throws IOException; - - private static class CachedName { - final long timestamp; - final String name; - - public CachedName(String name, long timestamp) { - this.name = name; - this.timestamp = timestamp; - } - } - - private static final Map USER_ID_NAME_CACHE = - new ConcurrentHashMap(); - - private static final Map GROUP_ID_NAME_CACHE = - new ConcurrentHashMap(); - - private enum IdCache { USER, GROUP } - - public final static int MMAP_PROT_READ = 0x1; - public final static int MMAP_PROT_WRITE = 0x2; - public final static int MMAP_PROT_EXEC = 0x4; - - public static native long mmap(FileDescriptor fd, int prot, - boolean shared, long length) throws IOException; - - public static native void munmap(long addr, long length) - throws IOException; - } - - private static boolean workaroundNonThreadSafePasswdCalls = false; - - - public static class Windows { - // Flags for CreateFile() call on Windows - public static final long GENERIC_READ = 0x80000000L; - public static final long GENERIC_WRITE = 0x40000000L; - - public static final long FILE_SHARE_READ = 0x00000001L; - public static final long FILE_SHARE_WRITE = 0x00000002L; - public static final long FILE_SHARE_DELETE = 0x00000004L; - - public static final long CREATE_NEW = 1; - public static final long CREATE_ALWAYS = 2; - public static final long OPEN_EXISTING = 3; - public static final long OPEN_ALWAYS = 4; - public static final long TRUNCATE_EXISTING = 5; - - public static final long FILE_BEGIN = 0; - public static final long FILE_CURRENT = 1; - public static final long FILE_END = 2; - - public static final long FILE_ATTRIBUTE_NORMAL = 0x00000080L; - - /** - * Create a directory with permissions set to the specified mode. By setting - * permissions at creation time, we avoid issues related to the user lacking - * WRITE_DAC rights on subsequent chmod calls. One example where this can - * occur is writing to an SMB share where the user does not have Full Control - * rights, and therefore WRITE_DAC is denied. - * - * @param path directory to create - * @param mode permissions of new directory - * @throws IOException if there is an I/O error - */ - public static void createDirectoryWithMode(File path, int mode) - throws IOException { - createDirectoryWithMode0(path.getAbsolutePath(), mode); - } - - /** Wrapper around CreateDirectory() on Windows */ - private static native void createDirectoryWithMode0(String path, int mode) - throws NativeIOException; - - /** Wrapper around CreateFile() on Windows */ - public static native FileDescriptor createFile(String path, - long desiredAccess, long shareMode, long creationDisposition) - throws IOException; - - /** - * Create a file for write with permissions set to the specified mode. By - * setting permissions at creation time, we avoid issues related to the user - * lacking WRITE_DAC rights on subsequent chmod calls. One example where - * this can occur is writing to an SMB share where the user does not have - * Full Control rights, and therefore WRITE_DAC is denied. - * - * This method mimics the semantics implemented by the JDK in - * {@link FileOutputStream}. The file is opened for truncate or - * append, the sharing mode allows other readers and writers, and paths - * longer than MAX_PATH are supported. (See io_util_md.c in the JDK.) - * - * @param path file to create - * @param append if true, then open file for append - * @param mode permissions of new directory - * @return FileOutputStream of opened file - * @throws IOException if there is an I/O error - */ - public static FileOutputStream createFileOutputStreamWithMode(File path, - boolean append, int mode) throws IOException { - long desiredAccess = GENERIC_WRITE; - long shareMode = FILE_SHARE_READ | FILE_SHARE_WRITE; - long creationDisposition = append ? OPEN_ALWAYS : CREATE_ALWAYS; - return new FileOutputStream(createFileWithMode0(path.getAbsolutePath(), - desiredAccess, shareMode, creationDisposition, mode)); - } - - /** Wrapper around CreateFile() with security descriptor on Windows */ - private static native FileDescriptor createFileWithMode0(String path, - long desiredAccess, long shareMode, long creationDisposition, int mode) - throws NativeIOException; - - /** Wrapper around SetFilePointer() on Windows */ - public static native long setFilePointer(FileDescriptor fd, - long distanceToMove, long moveMethod) throws IOException; - - /** Windows only methods used for getOwner() implementation */ - private static native String getOwner(FileDescriptor fd) throws IOException; - - /** Supported list of Windows access right flags */ - public static enum AccessRight { - ACCESS_READ (0x0001), // FILE_READ_DATA - ACCESS_WRITE (0x0002), // FILE_WRITE_DATA - ACCESS_EXECUTE (0x0020); // FILE_EXECUTE - - private final int accessRight; - AccessRight(int access) { - accessRight = access; - } - - public int accessRight() { - return accessRight; - } - }; - - /** Windows only method used to check if the current process has requested - * access rights on the given path. */ - private static native boolean access0(String path, int requestedAccess); - - /** - * Checks whether the current process has desired access rights on - * the given path. - * - * Longer term this native function can be substituted with JDK7 - * function Files#isReadable, isWritable, isExecutable. - * - * @param path input path - * @param desiredAccess ACCESS_READ, ACCESS_WRITE or ACCESS_EXECUTE - * @return true if access is allowed - * @throws IOException I/O exception on error - */ - public static boolean access(String path, AccessRight desiredAccess) - throws IOException { - return true; -// return access0(path, desiredAccess.accessRight()); - } - - /** - * Extends both the minimum and maximum working set size of the current - * process. This method gets the current minimum and maximum working set - * size, adds the requested amount to each and then sets the minimum and - * maximum working set size to the new values. Controlling the working set - * size of the process also controls the amount of memory it can lock. - * - * @param delta amount to increment minimum and maximum working set size - * @throws IOException for any error - * @see POSIX#mlock(ByteBuffer, long) - */ - public static native void extendWorkingSetSize(long delta) throws IOException; - - static { - if (NativeCodeLoader.isNativeCodeLoaded()) { - try { - initNative(); - nativeLoaded = true; - } catch (Throwable t) { - // This can happen if the user has an older version of libhadoop.so - // installed - in this case we can continue without native IO - // after warning - PerformanceAdvisory.LOG.debug("Unable to initialize NativeIO libraries", t); - } - } - } - } - - private static final Log LOG = LogFactory.getLog(org.apache.hadoop.io.nativeio.NativeIO.class); - - private static boolean nativeLoaded = false; - - static { - if (NativeCodeLoader.isNativeCodeLoaded()) { - try { - initNative(); - nativeLoaded = true; - } catch (Throwable t) { - // This can happen if the user has an older version of libhadoop.so - // installed - in this case we can continue without native IO - // after warning - PerformanceAdvisory.LOG.debug("Unable to initialize NativeIO libraries", t); - } - } - } - - /** - * Return true if the JNI-based native IO extensions are available. - */ - public static boolean isAvailable() { - return NativeCodeLoader.isNativeCodeLoaded() && nativeLoaded; - } - - /** Initialize the JNI method ID and class ID cache */ - private static native void initNative(); - - /** - * Get the maximum number of bytes that can be locked into memory at any - * given point. - * - * @return 0 if no bytes can be locked into memory; - * Long.MAX_VALUE if there is no limit; - * The number of bytes that can be locked into memory otherwise. - */ - static long getMemlockLimit() { - return isAvailable() ? getMemlockLimit0() : 0; - } - - private static native long getMemlockLimit0(); - - /** - * @return the operating system's page size. - */ - static long getOperatingSystemPageSize() { - try { - Field f = Unsafe.class.getDeclaredField("theUnsafe"); - f.setAccessible(true); - Unsafe unsafe = (Unsafe)f.get(null); - return unsafe.pageSize(); - } catch (Throwable e) { - LOG.warn("Unable to get operating system page size. Guessing 4096.", e); - return 4096; - } - } - - private static class CachedUid { - final long timestamp; - final String username; - public CachedUid(String username, long timestamp) { - this.timestamp = timestamp; - this.username = username; - } - } - private static final Map uidCache = - new ConcurrentHashMap(); - private static long cacheTimeout; - private static boolean initialized = false; - - /** - * The Windows logon name has two part, NetBIOS domain name and - * user account name, of the format DOMAIN\UserName. This method - * will remove the domain part of the full logon name. - * - * @param Fthe full principal name containing the domain - * @return name with domain removed - */ - private static String stripDomain(String name) { - int i = name.indexOf('\\'); - if (i != -1) - name = name.substring(i + 1); - return name; - } - - public static String getOwner(FileDescriptor fd) throws IOException { - ensureInitialized(); - if (Shell.WINDOWS) { - String owner = Windows.getOwner(fd); - owner = stripDomain(owner); - return owner; - } else { - long uid = POSIX.getUIDforFDOwnerforOwner(fd); - CachedUid cUid = uidCache.get(uid); - long now = System.currentTimeMillis(); - if (cUid != null && (cUid.timestamp + cacheTimeout) > now) { - return cUid.username; - } - String user = POSIX.getUserName(uid); - LOG.info("Got UserName " + user + " for UID " + uid - + " from the native implementation"); - cUid = new CachedUid(user, now); - uidCache.put(uid, cUid); - return user; - } - } - - /** - * Create a FileInputStream that shares delete permission on the - * file opened, i.e. other process can delete the file the - * FileInputStream is reading. Only Windows implementation uses - * the native interface. - */ - public static FileInputStream getShareDeleteFileInputStream(File f) - throws IOException { - if (!Shell.WINDOWS) { - // On Linux the default FileInputStream shares delete permission - // on the file opened. - // - return new FileInputStream(f); - } else { - // Use Windows native interface to create a FileInputStream that - // shares delete permission on the file opened. - // - FileDescriptor fd = Windows.createFile( - f.getAbsolutePath(), - Windows.GENERIC_READ, - Windows.FILE_SHARE_READ | - Windows.FILE_SHARE_WRITE | - Windows.FILE_SHARE_DELETE, - Windows.OPEN_EXISTING); - return new FileInputStream(fd); - } - } - - /** - * Create a FileInputStream that shares delete permission on the - * file opened at a given offset, i.e. other process can delete - * the file the FileInputStream is reading. Only Windows implementation - * uses the native interface. - */ - public static FileInputStream getShareDeleteFileInputStream(File f, long seekOffset) - throws IOException { - if (!Shell.WINDOWS) { - RandomAccessFile rf = new RandomAccessFile(f, "r"); - if (seekOffset > 0) { - rf.seek(seekOffset); - } - return new FileInputStream(rf.getFD()); - } else { - // Use Windows native interface to create a FileInputStream that - // shares delete permission on the file opened, and set it to the - // given offset. - // - FileDescriptor fd = Windows.createFile( - f.getAbsolutePath(), - Windows.GENERIC_READ, - Windows.FILE_SHARE_READ | - Windows.FILE_SHARE_WRITE | - Windows.FILE_SHARE_DELETE, - Windows.OPEN_EXISTING); - if (seekOffset > 0) - Windows.setFilePointer(fd, seekOffset, Windows.FILE_BEGIN); - return new FileInputStream(fd); - } - } - - /** - * Create the specified File for write access, ensuring that it does not exist. - * @param f the file that we want to create - * @param permissions we want to have on the file (if security is enabled) - * - * @throws AlreadyExistsException if the file already exists - * @throws IOException if any other error occurred - */ - public static FileOutputStream getCreateForWriteFileOutputStream(File f, int permissions) - throws IOException { - if (!Shell.WINDOWS) { - // Use the native wrapper around open(2) - try { - FileDescriptor fd = POSIX.open(f.getAbsolutePath(), - POSIX.O_WRONLY | POSIX.O_CREAT - | POSIX.O_EXCL, permissions); - return new FileOutputStream(fd); - } catch (NativeIOException nioe) { - if (nioe.getErrno() == Errno.EEXIST) { - throw new AlreadyExistsException(nioe); - } - throw nioe; - } - } else { - // Use the Windows native APIs to create equivalent FileOutputStream - try { - FileDescriptor fd = Windows.createFile(f.getCanonicalPath(), - Windows.GENERIC_WRITE, - Windows.FILE_SHARE_DELETE - | Windows.FILE_SHARE_READ - | Windows.FILE_SHARE_WRITE, - Windows.CREATE_NEW); - POSIX.chmod(f.getCanonicalPath(), permissions); - return new FileOutputStream(fd); - } catch (NativeIOException nioe) { - if (nioe.getErrorCode() == 80) { - // ERROR_FILE_EXISTS - // 80 (0x50) - // The file exists - throw new AlreadyExistsException(nioe); - } - throw nioe; - } - } - } - - private synchronized static void ensureInitialized() { - if (!initialized) { - cacheTimeout = - new Configuration().getLong("hadoop.security.uid.cache.secs", - 4*60*60) * 1000; - LOG.info("Initialized cache for UID to User mapping with a cache" + - " timeout of " + cacheTimeout/1000 + " seconds."); - initialized = true; - } - } - - /** - * A version of renameTo that throws a descriptive exception when it fails. - * - * @param src The source path - * @param dst The destination path - * - * @throws NativeIOException On failure. - */ - public static void renameTo(File src, File dst) - throws IOException { - if (!nativeLoaded) { - if (!src.renameTo(dst)) { - throw new IOException("renameTo(src=" + src + ", dst=" + - dst + ") failed."); - } - } else { - renameTo0(src.getAbsolutePath(), dst.getAbsolutePath()); - } - } - - public static void link(File src, File dst) throws IOException { - if (!nativeLoaded) { - HardLink.createHardLink(src, dst); - } else { - link0(src.getAbsolutePath(), dst.getAbsolutePath()); - } - } - - /** - * A version of renameTo that throws a descriptive exception when it fails. - * - * @param src The source path - * @param dst The destination path - * - * @throws NativeIOException On failure. - */ - private static native void renameTo0(String src, String dst) - throws NativeIOException; - - private static native void link0(String src, String dst) - throws NativeIOException; - - /** - * Unbuffered file copy from src to dst without tainting OS buffer cache - * - * In POSIX platform: - * It uses FileChannel#transferTo() which internally attempts - * unbuffered IO on OS with native sendfile64() support and falls back to - * buffered IO otherwise. - * - * It minimizes the number of FileChannel#transferTo call by passing the the - * src file size directly instead of a smaller size as the 3rd parameter. - * This saves the number of sendfile64() system call when native sendfile64() - * is supported. In the two fall back cases where sendfile is not supported, - * FileChannle#transferTo already has its own batching of size 8 MB and 8 KB, - * respectively. - * - * In Windows Platform: - * It uses its own native wrapper of CopyFileEx with COPY_FILE_NO_BUFFERING - * flag, which is supported on Windows Server 2008 and above. - * - * Ideally, we should use FileChannel#transferTo() across both POSIX and Windows - * platform. Unfortunately, the wrapper(Java_sun_nio_ch_FileChannelImpl_transferTo0) - * used by FileChannel#transferTo for unbuffered IO is not implemented on Windows. - * Based on OpenJDK 6/7/8 source code, Java_sun_nio_ch_FileChannelImpl_transferTo0 - * on Windows simply returns IOS_UNSUPPORTED. - * - * Note: This simple native wrapper does minimal parameter checking before copy and - * consistency check (e.g., size) after copy. - * It is recommended to use wrapper function like - * the Storage#nativeCopyFileUnbuffered() function in hadoop-hdfs with pre/post copy - * checks. - * - * @param src The source path - * @param dst The destination path - * @throws IOException - */ - public static void copyFileUnbuffered(File src, File dst) throws IOException { - if (nativeLoaded && Shell.WINDOWS) { - copyFileUnbuffered0(src.getAbsolutePath(), dst.getAbsolutePath()); - } else { - FileInputStream fis = null; - FileOutputStream fos = null; - FileChannel input = null; - FileChannel output = null; - try { - fis = new FileInputStream(src); - fos = new FileOutputStream(dst); - input = fis.getChannel(); - output = fos.getChannel(); - long remaining = input.size(); - long position = 0; - long transferred = 0; - while (remaining > 0) { - transferred = input.transferTo(position, remaining, output); - remaining -= transferred; - position += transferred; - } - } finally { - IOUtils.cleanup(LOG, output); - IOUtils.cleanup(LOG, fos); - IOUtils.cleanup(LOG, input); - IOUtils.cleanup(LOG, fis); - } - } - } - - private static native void copyFileUnbuffered0(String src, String dst) - throws NativeIOException; -} diff --git a/flinkx-test/src/test/resources/testCase/dataSource/hdfs.json b/flinkx-test/src/test/resources/testCase/dataSource/hdfs.json deleted file mode 100644 index 18cbfe7046..0000000000 --- a/flinkx-test/src/test/resources/testCase/dataSource/hdfs.json +++ /dev/null @@ -1,14 +0,0 @@ -{ - "actionBeforeTest":{ - "reader": [ - ], - "writer": [ - ] - }, - "actionAfterTest" : { - "reader": [ - ], - "writer": [ - ] - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/dataSource/mysql.json b/flinkx-test/src/test/resources/testCase/dataSource/mysql.json deleted file mode 100644 index e04502499a..0000000000 --- a/flinkx-test/src/test/resources/testCase/dataSource/mysql.json +++ /dev/null @@ -1,22 +0,0 @@ -{ - "actionBeforeTest":{ - "reader": [ - "drop table if exists `number_test`", - "CREATE TABLE `number_test` (\n `bigint_col` bigint(20) DEFAULT NULL,\n `bigint_unsigned_col` bigint(20) unsigned DEFAULT NULL,\n `binary_col` binary(1) DEFAULT NULL,\n `bit_col` bit(1) DEFAULT NULL,\n `blob_col` blob,\n `bool_col` tinyint(1) DEFAULT NULL,\n `char_col` char(10) DEFAULT NULL,\n `date_col` date DEFAULT NULL,\n `datetime_col` datetime DEFAULT NULL,\n `decimal_col` decimal(10,2) DEFAULT NULL,\n `double_col` double DEFAULT NULL,\n `double_precision_col` double DEFAULT NULL,\n `float_col` float DEFAULT NULL,\n `int_unsigned_col` int(10) unsigned DEFAULT NULL,\n `integer_col` int(11) DEFAULT NULL,\n `integer_unsigned_col` int(10) unsigned DEFAULT NULL,\n `long_varbinary_col` mediumblob,\n `long_varchar_col` mediumtext,\n `long_blob_col` longblob,\n `long_text_col` longtext,\n `medium_blob_col` mediumblob,\n `medium_int_col` mediumint(9) DEFAULT NULL,\n `medium_int_unsigned_col` mediumint(8) unsigned DEFAULT NULL,\n `medium_text_col` mediumtext,\n `numberic_col` decimal(10,0) DEFAULT NULL,\n `real_col` double DEFAULT NULL,\n `small_int_col` smallint(6) DEFAULT NULL,\n `small_int_unsigned_col` smallint(5) unsigned DEFAULT NULL,\n `text_col` text,\n `time_col` time DEFAULT NULL,\n `timestamp_col` timestamp NULL DEFAULT NULL,\n `tiny_blob_col` tinyblob,\n `tiny_int_col` tinyint(4) DEFAULT NULL,\n `tiny_int_unsigned_col` tinyint(3) unsigned DEFAULT NULL,\n `tiny_text_col` tinytext,\n `year_col` year(4) DEFAULT NULL,\n `json_col` json DEFAULT NULL,\n `varchar_col` varchar(10) DEFAULT NULL,\n `varbinary_col` varbinary(10) DEFAULT NULL\n) ENGINE=InnoDB DEFAULT CHARSET=utf8;\n", - "INSERT INTO `number_test` (bigint_col,bigint_unsigned_col,binary_col,bit_col,blob_col,bool_col,char_col,date_col,datetime_col,decimal_col,double_col,double_precision_col,float_col,int_unsigned_col,integer_col,integer_unsigned_col,long_varbinary_col,long_varchar_col,long_blob_col,long_text_col,medium_blob_col,medium_int_col,medium_int_unsigned_col,medium_text_col,numberic_col,real_col,small_int_col,small_int_unsigned_col,text_col,time_col,timestamp_col,tiny_blob_col,tiny_int_col,tiny_int_unsigned_col,tiny_text_col,year_col,json_col,varchar_col,varbinary_col) VALUES \n(149,1,NULL,0,NULL,1,'xsxsa',NULL,NULL,12.35,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL)\n,(129,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(197,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(199,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(2,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(13,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(59,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(57,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(107,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(162,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(87,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(151,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(91,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(4,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(148,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(125,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(180,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(123,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(77,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL)\n,(14,1,NULL,0,NULL,1,'xsxsa','2020-02-21','2020-02-22 07:45:55.000',12.35,234.4554,1232.3432,123.342,1,1,1,NULL,'sadsadsadxsas',NULL,'dedchebsd',NULL,1,1,'edsadcdcds',1231,1,1,1,'dxasxsa','07:45:44','2020-02-22 07:46:12.000',NULL,1,1,'sadsa',2020,'{\"key\": \"val\"}','asdwasd',NULL);", - "drop table if exists `filter_test`", - "CREATE TABLE `filter_test` (\n\tid INT NOT NULL AUTO_INCREMENT,\n\tname varchar(100) NULL,\n\tPRIMARY key (id)\n)\nENGINE=InnoDB\nDEFAULT CHARSET=utf8\nCOLLATE=utf8_general_ci;", - "INSERT INTO flinkx_unit.filter_test (name) VALUES \n('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')\n,('name1')" - ], - "writer": [ - ] - }, - "actionAfterTest" : { - "reader": [ - "drop table if exists `number_test`", - "drop table if exists `filter_test`" - ], - "writer": [ - ] - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/dataSource/source.json b/flinkx-test/src/test/resources/testCase/dataSource/source.json deleted file mode 100644 index 0649bcd959..0000000000 --- a/flinkx-test/src/test/resources/testCase/dataSource/source.json +++ /dev/null @@ -1,49 +0,0 @@ -{ - "mysql": { - "initType": "static", - "jdbcUrl": [ - "jdbc:mysql://172.16.8.109:3306/flinkx_unit" - ], - "username": "dtstack", - "password": "abc123" - }, - "oracle": { - "initType": "static", - "jdbcUrl": "jdbc:mysql://172.16.8.109:3306/flinkx_unit", - "username": "dtstack", - "password": "abc123" - }, - "postgreSql": { - "initType": "static", - "jdbcUrl": "jdbc:mysql://172.16.8.109:3306/flinkx_unit", - "username": "dtstack", - "password": "abc123" - }, - "sqlServer": { - "initType": "static", - "jdbcUrl": "jdbc:mysql://172.16.8.109:3306/flinkx_unit", - "username": "dtstack", - "password": "abc123" - }, - "db2": { - "initType": "static", - "jdbcUrl": "jdbc:mysql://172.16.8.109:3306/flinkx_unit", - "username": "dtstack", - "password": "abc123" - }, - "gbase": { - "initType": "static", - "jdbcUrl": "jdbc:mysql://172.16.8.109:3306/flinkx_unit", - "username": "dtstack", - "password": "abc123" - }, - "hdfs": { - "initType": "autoCreate" - }, - "hive": { - "initType": "autoCreate" - }, - "stream": { - "initType": "static" - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/dataSource/stream.json b/flinkx-test/src/test/resources/testCase/dataSource/stream.json deleted file mode 100644 index 18cbfe7046..0000000000 --- a/flinkx-test/src/test/resources/testCase/dataSource/stream.json +++ /dev/null @@ -1,14 +0,0 @@ -{ - "actionBeforeTest":{ - "reader": [ - ], - "writer": [ - ] - }, - "actionAfterTest" : { - "reader": [ - ], - "writer": [ - ] - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/hdfs/writer/numberTest.json b/flinkx-test/src/test/resources/testCase/hdfs/writer/numberTest.json deleted file mode 100644 index cf1ff17dda..0000000000 --- a/flinkx-test/src/test/resources/testCase/hdfs/writer/numberTest.json +++ /dev/null @@ -1,94 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - - }, - "name" : "streamreader" - }, - "writer" : { - "parameter" : { - "fileName" : "fileType=text", - "column" : [ { - "name" : "tinyint", - "index" : 0, - "type" : "tinyint" - }, { - "name" : "smallint", - "index" : 1, - "type" : "smallint" - }, { - "name" : "int", - "index" : 2, - "type" : "int" - }, { - "name" : "bigint", - "index" : 3, - "type" : "bigint" - }, { - "name" : "float", - "index" : 4, - "type" : "float" - }, { - "name" : "double", - "index" : 5, - "type" : "double" - }, { - "name" : "decimal", - "index" : 6, - "type" : "decimal(5,3)" - }, { - "name" : "string", - "index" : 7, - "type" : "string" - }, { - "name" : "varchar", - "index" : 8, - "type" : "varchar" - }, { - "name" : "char", - "index" : 9, - "type" : "char" - }, { - "name" : "boolean", - "index" : 10, - "type" : "boolean" - }, { - "name" : "date", - "index" : 11, - "type" : "date" - }, { - "name" : "timestamp", - "index" : 12, - "type" : "timestamp" - }], - "writeMode" : "overwrite", - "fieldDelimiter" : "\u0001", - "encoding" : "utf-8", - "path" : "/flinkx", - "defaultFS" : null, - "fileType" : "text", - "fullColumnName" : ["tinyint", "smallint", "int", "bigint", "float", "double", "decimal(5,3)", "string", "varchar", "char", "boolean", "date", "timestamp"], - "fullColumnType" : ["tinyint", "smallint", "int", "bigint", "float", "double", "decimal(5,3)", "string", "varchar", "char", "boolean", "date", "timestamp"] - }, - "name" : "hdfswriter" - } - } ], - "setting" : { - "restore" : { - "maxRowNumForCheckpoint" : 0, - "isRestore" : false, - "restoreColumnName" : "", - "restoreColumnIndex" : 0 - }, - "errorLimit" : { - "record" : 100 - }, - "speed" : { - "bytes" : 0, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/mysql/reader/customSqlTest.json b/flinkx-test/src/test/resources/testCase/mysql/reader/customSqlTest.json deleted file mode 100644 index 2d7ac98b2f..0000000000 --- a/flinkx-test/src/test/resources/testCase/mysql/reader/customSqlTest.json +++ /dev/null @@ -1,44 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "customSql": "select id,name from filter_test where id > 3", - "splitPk": "id", - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "table": [ - "filter_test" - ] - }, - "name": "mysqlreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/mysql/reader/filterTest.json b/flinkx-test/src/test/resources/testCase/mysql/reader/filterTest.json deleted file mode 100644 index 0a29742aa9..0000000000 --- a/flinkx-test/src/test/resources/testCase/mysql/reader/filterTest.json +++ /dev/null @@ -1,44 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "splitPk": "id", - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "where": "id > 5", - "table": [ - "filter_test" - ] - }, - "name": "mysqlreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 2 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/mysql/reader/incrementUseMaxFunc.json b/flinkx-test/src/test/resources/testCase/mysql/reader/incrementUseMaxFunc.json deleted file mode 100644 index 7e6c0d546a..0000000000 --- a/flinkx-test/src/test/resources/testCase/mysql/reader/incrementUseMaxFunc.json +++ /dev/null @@ -1,45 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "increColumn": "id", - "useMaxFunc": true, - "splitPk": "id", - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "table": [ - "filter_test" - ] - }, - "name": "mysqlreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/mysql/reader/incrementWithStartLocation.json b/flinkx-test/src/test/resources/testCase/mysql/reader/incrementWithStartLocation.json deleted file mode 100644 index c0a91e2c79..0000000000 --- a/flinkx-test/src/test/resources/testCase/mysql/reader/incrementWithStartLocation.json +++ /dev/null @@ -1,45 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "increColumn": "id", - "startLocation": "10", - "splitPk": "id", - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "table": [ - "filter_test" - ] - }, - "name": "mysqlreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/mysql/reader/incrementWithoutStartLocation.json b/flinkx-test/src/test/resources/testCase/mysql/reader/incrementWithoutStartLocation.json deleted file mode 100644 index b07a594d8a..0000000000 --- a/flinkx-test/src/test/resources/testCase/mysql/reader/incrementWithoutStartLocation.json +++ /dev/null @@ -1,44 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "increColumn": "id", - "splitPk": "id", - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "table": [ - "filter_test" - ] - }, - "name": "mysqlreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/mysql/reader/numberTest.json b/flinkx-test/src/test/resources/testCase/mysql/reader/numberTest.json deleted file mode 100644 index 281049d50d..0000000000 --- a/flinkx-test/src/test/resources/testCase/mysql/reader/numberTest.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "splitPk":"bigint_col", - "column": [ - { - "name": "bigint_col", - "type": "long" - } - ], - "table": [ - "number_test" - ] - }, - "name": "mysqlreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/stream/reader/multiChannelNumberTest.json b/flinkx-test/src/test/resources/testCase/stream/reader/multiChannelNumberTest.json deleted file mode 100644 index 7bc197d132..0000000000 --- a/flinkx-test/src/test/resources/testCase/stream/reader/multiChannelNumberTest.json +++ /dev/null @@ -1,40 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "sliceRecordCount":[50,30] - }, - "name": "streamreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 2 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/stream/reader/singleChannelNumberTest.json b/flinkx-test/src/test/resources/testCase/stream/reader/singleChannelNumberTest.json deleted file mode 100644 index 5696bd0246..0000000000 --- a/flinkx-test/src/test/resources/testCase/stream/reader/singleChannelNumberTest.json +++ /dev/null @@ -1,40 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "sliceRecordCount":[50] - }, - "name": "streamreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/test/resources/testCase/stream/writer/singleChannelNumberTest.json b/flinkx-test/src/test/resources/testCase/stream/writer/singleChannelNumberTest.json deleted file mode 100644 index 3e7569c3b8..0000000000 --- a/flinkx-test/src/test/resources/testCase/stream/writer/singleChannelNumberTest.json +++ /dev/null @@ -1,30 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - - }, - "name": "streamreader" - }, - "writer": { - "parameter": { - "print":false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 0, - "percentage": 0 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/pom.xml b/pom.xml index 3d7b02fd14..0d36173434 100644 --- a/pom.xml +++ b/pom.xml @@ -27,7 +27,6 @@ flinkx-db2 flinkx-gbase flinkx-clickhouse - flinkx-oraclelogminer flinkx-hdfs flinkx-hive @@ -49,7 +48,6 @@ flinkx-kafka10 flinkx-kafka11 flinkx-kafka - flinkx-sqlservercdc flinkx-emqx From b4c0d87bf1dca04d6cc5a8adf567593219a9312f Mon Sep 17 00:00:00 2001 From: jiangbo Date: Fri, 13 Mar 2020 21:09:39 +0800 Subject: [PATCH 018/136] merge --- .../FlinkxRemovePartitionTransformation.md | 86 ----- .../flinkx-cassandra-core/pom.xml | 22 ++ .../flinkx/cassandra/CassandraConfigKeys.java | 46 +++ .../flinkx/cassandra/CassandraUtil.java | 305 ++++++++++++++++++ .../flinkx/cassandra/TestCassandraUtil.java | 36 +++ .../flinkx-cassandra-reader/pom.xml | 96 ++++++ .../cassandra/reader/CassandraConstants.java | 12 + .../reader/CassandraInputFormat.java | 242 ++++++++++++++ .../reader/CassandraInputFormatBuilder.java | 68 ++++ .../cassandra/reader/CassandraInputSplit.java | 62 ++++ .../cassandra/reader/CassandraReader.java | 122 +++++++ .../flinkx-cassandra-writer/pom.xml | 95 ++++++ .../writer/CassandraOutputFormat.java | 158 +++++++++ .../writer/CassandraOutputFormatBuilder.java | 56 ++++ .../cassandra/writer/CassandraWriter.java | 106 ++++++ flinkx-cassandra/pom.xml | 28 ++ .../dtstack/flinkx/enums/EDatabaseType.java | 2 + flinkx-saphana/flinkx-saphana-core/pom.xml | 21 ++ .../flinkx/saphana/SaphanaDatabaseMeta.java | 131 ++++++++ flinkx-saphana/flinkx-saphana-reader/pom.xml | 102 ++++++ .../saphana/format/SaphanaInputFormat.java | 130 ++++++++ .../flinkx/saphana/reader/SaphanaReader.java | 49 +++ flinkx-saphana/flinkx-saphana-writer/pom.xml | 101 ++++++ .../saphana/format/SaphanaOutputFormat.java | 28 ++ .../flinkx/saphana/writer/SaphanaWriter.java | 48 +++ flinkx-saphana/pom.xml | 35 ++ flinkx-teradata/flinkx-teradata-core/pom.xml | 15 + .../flinkx/teradata/TeradataDatabaseMeta.java | 126 ++++++++ .../dtstack/flinkx/teradata/util/DBUtil.java | 83 +++++ .../flinkx-teradata-reader/pom.xml | 108 +++++++ .../teradata/format/TeradataInputFormat.java | 132 ++++++++ .../teradata/reader/TeradataReader.java | 46 +++ .../flinkx-teradata-writer/pom.xml | 108 +++++++ .../teradata/format/TeradataOutputFormat.java | 79 +++++ .../teradata/writer/TeradataWriter.java | 44 +++ flinkx-teradata/pom.xml | 36 +++ pom.xml | 3 + 37 files changed, 2881 insertions(+), 86 deletions(-) delete mode 100644 docs/FLXIP/FlinkxRemovePartitionTransformation.md create mode 100644 flinkx-cassandra/flinkx-cassandra-core/pom.xml create mode 100644 flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java create mode 100644 flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java create mode 100644 flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java create mode 100644 flinkx-cassandra/flinkx-cassandra-reader/pom.xml create mode 100644 flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java create mode 100644 flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java create mode 100644 flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormatBuilder.java create mode 100644 flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputSplit.java create mode 100644 flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraReader.java create mode 100644 flinkx-cassandra/flinkx-cassandra-writer/pom.xml create mode 100644 flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java create mode 100644 flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java create mode 100644 flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java create mode 100644 flinkx-cassandra/pom.xml create mode 100644 flinkx-saphana/flinkx-saphana-core/pom.xml create mode 100644 flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java create mode 100644 flinkx-saphana/flinkx-saphana-reader/pom.xml create mode 100644 flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java create mode 100644 flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/reader/SaphanaReader.java create mode 100644 flinkx-saphana/flinkx-saphana-writer/pom.xml create mode 100644 flinkx-saphana/flinkx-saphana-writer/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaOutputFormat.java create mode 100644 flinkx-saphana/flinkx-saphana-writer/src/main/java/com/dtstack/flinkx/saphana/writer/SaphanaWriter.java create mode 100644 flinkx-saphana/pom.xml create mode 100644 flinkx-teradata/flinkx-teradata-core/pom.xml create mode 100644 flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java create mode 100644 flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java create mode 100644 flinkx-teradata/flinkx-teradata-reader/pom.xml create mode 100644 flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java create mode 100644 flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/reader/TeradataReader.java create mode 100644 flinkx-teradata/flinkx-teradata-writer/pom.xml create mode 100644 flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/format/TeradataOutputFormat.java create mode 100644 flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/writer/TeradataWriter.java create mode 100644 flinkx-teradata/pom.xml diff --git a/docs/FLXIP/FlinkxRemovePartitionTransformation.md b/docs/FLXIP/FlinkxRemovePartitionTransformation.md deleted file mode 100644 index 894fd67a7c..0000000000 --- a/docs/FLXIP/FlinkxRemovePartitionTransformation.md +++ /dev/null @@ -1,86 +0,0 @@ - -## Flinkx 关于移除 PartitionTransformation -1. Main程序在SourceTransformation与SinkTransformation之间加入了PartitionTransformation（Partitioner：DTRebalancePartitioner） - - ```java - ... - - DataReader dataReader = DataReaderFactory.getDataReader(config, env); - DataStream dataStream = dataReader.readData(); - - dataStream = new DataStream<>(dataStream.getExecutionEnvironment(), - new PartitionTransformation<>(dataStream.getTransformation(), - new DTRebalancePartitioner<>())); - - DataWriter dataWriter = DataWriterFactory.getDataWriter(config); - dataWriter.writeData(dataStream); - - ...//省略前后代码 - - ``` -2. 在构建StreamGraph时，SinkTransformation与SourceTransformation会形成2个StreamNode（每个StreamNode包含一个算子Operator）与1个StreamEdge，因为DTRebalancePartitioner的原因，StreamEdge的Partition属性不等于ForwardPartitioner -3. 在构建JobGraph是，Flink 通过 StreamingJobGraphGenerator#isChainable 判断 Operator 能否被chain到同一个 JobVertex 中 - - ```java - - public static boolean isChainable(StreamEdge edge, StreamGraph streamGraph) { - StreamNode upStreamVertex = streamGraph.getSourceVertex(edge); - StreamNode downStreamVertex = streamGraph.getTargetVertex(edge); - - StreamOperator headOperator = upStreamVertex.getOperator(); - StreamOperator outOperator = downStreamVertex.getOperator(); - - return downStreamVertex.getInEdges().size() == 1 - && outOperator != null - && headOperator != null - && upStreamVertex.isSameSlotSharingGroup(downStreamVertex) - && outOperator.getChainingStrategy() == ChainingStrategy.ALWAYS - && (headOperator.getChainingStrategy() == ChainingStrategy.HEAD || - headOperator.getChainingStrategy() == ChainingStrategy.ALWAYS) - && (edge.getPartitioner() instanceof ForwardPartitioner) - && upStreamVertex.getParallelism() == downStreamVertex.getParallelism() - && streamGraph.isChainingEnabled(); - } - - ``` - -4. 显然，此时因为Partitioner条件不满足，source与sink两个Operator算子不会被chain在同一个JobVertex中 -5. 紧接着任务提交到JobManager中执行，在构建ExecutionGraph时，两个Operator算子最后就会生成2个ExecutionJobVertex，再根据Operator的 parallelism 生成对应数量的 ExecutionVertex，一个ExecutionVertex对应一个最终执行的Task任务 -6. 最差的情况，因为Operator无法被chain的原因，同一个job的两个Task任务有可能在不同节点的TaskExecutor的Slot上执行，此时数据传输的效率最低。 - -##### 结论：Main函数因为历史原因加入了 Partition，之前有一些累加器的数值采集的是两个vertx之间的数据，如果只有一个vertx的情况下，累加器的数值为空。
目前 Flinkx 经过几番迭代后，根据自测结果，程序移除 Partition 并不影响 Accumulator 的统计数值。
如果程序没有其他对 Partition 的依赖项，就可以移除 PartitionTransformation 让算子chain。 - - -```java - -//测试代码 -@Test -public void testFlinkxTransformationn() throws Exception { - - Set set = new HashSet<>(1); - set.add(1L); - - final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); - CollectionInputFormat inputFormat = new CollectionInputFormat(set, LongSerializer.INSTANCE); - TypeInformation typeInfo = TypeInformation.of(Long.class); - InputFormatSourceFunction inputFormatSourceFunction = new InputFormatSourceFunction(inputFormat, typeInfo); - DataStream sourceStream = env.addSource(inputFormatSourceFunction, "source", typeInfo); - - - // sourceStream = new DataStream<>(sourceStream.getExecutionEnvironment(), - // new PartitionTransformation<>(sourceStream.getTransformation(), - // new RebalancePartitioner<>())); - - - PrintingOutputFormat printingOutputFormat = new PrintingOutputFormat(); - OutputFormatSinkFunction outputFormatSinkFunction = new OutputFormatSinkFunction(printingOutputFormat); - - sourceStream.addSink(outputFormatSinkFunction); - - - // assertEquals(2, env.getStreamGraph().getJobGraph().getNumberOfVertices()); - assertEquals(1, env.getStreamGraph().getJobGraph().getNumberOfVertices()); -} -``` - -Ps：SlotSharingGroup 与 CoLocationGroup 属性可优化算子子任务的分配方式 diff --git a/flinkx-cassandra/flinkx-cassandra-core/pom.xml b/flinkx-cassandra/flinkx-cassandra-core/pom.xml new file mode 100644 index 0000000000..6dc4304d67 --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-core/pom.xml @@ -0,0 +1,22 @@ + + + + flinkx-cassandra + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-cassandra-core + + + + com.datastax.cassandra + cassandra-driver-core + 3.0.0 + + + + \ No newline at end of file diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java new file mode 100644 index 0000000000..072a2b0096 --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java @@ -0,0 +1,46 @@ +package com.dtstack.flinkx.cassandra; + +/** + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraConfigKeys { + /** + * 未填写，默认是9042 + */ + public final static String KEY_HOST = "host"; + + public final static String KEY_PORT = "port"; + + public final static String KEY_USERNAME = "username"; + + public final static String KEY_PASSWORD = "password"; + + public final static String KEY_USE_SSL = "useSSL"; + + public final static String KEY_KEY_SPACE = "keyspace"; + + public final static String KEY_TABLE = "table"; + + public final static String KEY_COLUMN = "column"; + + public final static String KEY_WHERE = "where"; + + public final static String KEY_ALLOW_FILTERING = "allowFiltering"; + + public final static String KEY_CONSITANCY_LEVEL = "consistancyLevel"; + + public final static String KEY_ASYNC_WRITE = "asyncWrite"; + + public final static String KEY_CONNECTION_PER_HOST = "connectionsPerHost"; + + public final static String KEY_MAX_PENDING_CONNECTION = "maxPendingPerConnection"; + + /** + * 异步写入的批次大小，默认1（不异步写入） + */ + public final static String KEY_BATCH_SIZE = "batchSize"; + + public final static String KEY_CASSANDRA_CONFIG = "cassandraConfig"; +} diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java new file mode 100644 index 0000000000..fa89243336 --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java @@ -0,0 +1,305 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.cassandra; + +import com.datastax.driver.core.*; +import com.datastax.driver.core.LocalDate; +import com.google.common.base.Preconditions; +import org.apache.commons.collections.MapUtils; +import org.apache.commons.lang.StringUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.ByteArrayOutputStream; +import java.io.IOException; +import java.io.ObjectOutputStream; +import java.math.BigDecimal; +import java.math.BigInteger; +import java.net.InetAddress; +import java.net.UnknownHostException; +import java.nio.ByteBuffer; +import java.sql.Time; +import java.util.Date; +import java.util.Map; +import java.util.Optional; +import java.util.UUID; + +import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.*; + +/** + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraUtil { + private static final Logger LOG = LoggerFactory.getLogger(CassandraUtil.class); + + /** + * 获取cassandraSession + * @param cassandraConfig cassandra配置 + * @param clusterName 集群名称，可以空字符串，用于重新连接使用 + * @return cassandraSession + */ + public static Session getSession(Map cassandraConfig, String clusterName) { + Session cassandraSession; + try { + String keySpace = MapUtils.getString(cassandraConfig, KEY_KEY_SPACE); + + Preconditions.checkNotNull(keySpace, "keySpace must not null"); + + // 获取集群 + Cluster cluster = getCluster(cassandraConfig, clusterName); + + // 创建session + cassandraSession = cluster.connect(keySpace); + LOG.info("Get cassandra session successful"); + return cassandraSession; + } catch (Exception e) { + throw new RuntimeException(e); + } + } + + /** + * 获取Cluster + * @param cassandraConfig cassandra配置 + * @param clusterName 集群名称 + * @return 返回Cluster实例 + */ + private static Cluster getCluster(Map cassandraConfig, String clusterName) { + Cluster cassandraCluster; + try { + String username = MapUtils.getString(cassandraConfig, KEY_USERNAME); + String password = MapUtils.getString(cassandraConfig, KEY_PASSWORD); + Integer port = MapUtils.getInteger(cassandraConfig, KEY_PORT); + String hosts = MapUtils.getString(cassandraConfig, KEY_HOST); + boolean useSSL = MapUtils.getBooleanValue(cassandraConfig, KEY_USE_SSL); + int connectionsPerHost = MapUtils.getIntValue(cassandraConfig, KEY_CONNECTION_PER_HOST, 8); + int maxPendingPerConnection = MapUtils.getIntValue(cassandraConfig, KEY_MAX_PENDING_CONNECTION, 128); + + Preconditions.checkNotNull(hosts, "url must not null"); + + // 创建集群 + Cluster.Builder builder = Cluster.builder().addContactPoints(hosts.split(",")).withPort(port); + builder = StringUtils.isNotEmpty(clusterName) ? builder.withClusterName(clusterName) : builder; + builder = useSSL ? builder.withSSL() : builder; + if ((username != null) && !username.isEmpty()) { + builder = builder.withCredentials(username, password); + } + + PoolingOptions poolingOptions = new PoolingOptions() + .setConnectionsPerHost(HostDistance.LOCAL, connectionsPerHost, connectionsPerHost) + .setMaxRequestsPerConnection(HostDistance.LOCAL, maxPendingPerConnection) + .setNewConnectionThreshold(HostDistance.LOCAL, 100); + + cassandraCluster = builder.withPoolingOptions(poolingOptions).build(); + + LOG.info("Get cassandra cluster successful"); + return cassandraCluster; + } catch (Exception e) { + throw new RuntimeException(e); + } + } + + /** + * 关闭集群与会话 + * @param session 会话实例 + */ + public static void close(Session session){ + Cluster cluster = null; + if (session != null){ + LOG.info("Start close cassandra session"); + cluster = session.getCluster(); + session.close(); + LOG.info("Close cassandra session successfully"); + } + + if (cluster != null){ + LOG.info("Start close cassandra cluster"); + cluster.close(); + LOG.info("Close cassandra cluster successfully"); + } + } + + /** + * 从cassandra中获取数据 + * @param row 一行数据 + * @param type 字段类型 + * @param columnName 字段名 + * @return 返回该字段对应的值 + */ + public static Object getData(Row row, DataType type, String columnName) { + Object value = null; + + try { + if (type == DataType.bigint()) { + value = row.getLong(columnName); + } else if (type == DataType.cboolean()) { + value = row.getBool(columnName); + } else if (type == DataType.blob()) { + value = row.getBytes(columnName).array(); + } else if (type == DataType.timestamp()) { + value = row.getTimestamp(columnName); + } else if (type == DataType.decimal()) { + value = row.getDecimal(columnName); + } else if (type == DataType.cfloat()) { + value = row.getFloat(columnName); + } else if (type == DataType.inet()) { + value = row.getInet(columnName).getHostAddress(); + } else if (type == DataType.cint()) { + value = row.getInt(columnName); + } else if (type == DataType.varchar()) { + value = row.getString(columnName); + } else if (type == DataType.uuid() || type == DataType.timeuuid()) { + value = row.getUUID(columnName).toString(); + } else if (type == DataType.varint()) { + value = row.getVarint(columnName); + } else if (type == DataType.cdouble()) { + value = row.getDouble(columnName); + } else if (type == DataType.text()) { + value = row.getString(columnName); + } else if (type == DataType.ascii()) { + value = row.getString(columnName); + } else if (type == DataType.smallint()) { + value = row.getShort(columnName); + } else if (type == DataType.tinyint()) { + value = row.getByte(columnName); + } else if (type == DataType.date()) { + value = row.getDate(columnName).getMillisSinceEpoch(); + } else if (type == DataType.time()) { + value = row.getTime(columnName); + } + } catch (Exception e) { + LOG.info("获取'{}'值发生异常：{}", columnName, e); + } + + if (value == null) { + LOG.info("Column '{}' Type({}) get cassandra data is NULL.", columnName, type); + } + return value; + } + + + /** + * 对象转byte[] + * @param obj 对象实例 + * @param 对象类型 + * @return Optional + */ + private static Optional objectToBytes(T obj){ + byte[] bytes = null; + ByteArrayOutputStream out = new ByteArrayOutputStream(); + ObjectOutputStream sOut; + try { + sOut = new ObjectOutputStream(out); + sOut.writeObject(obj); + sOut.flush(); + bytes= out.toByteArray(); + } catch (IOException e) { + e.printStackTrace(); + } + return Optional.ofNullable(bytes); + } + + /** + * 设置值到对应的pos上 + * @param ps preStatement + * @param pos 位置 + * @param sqlType cql类型 + * @param value 值 + * @throws RuntimeException 对于不支持的数据类型，抛出异常 + */ + public static void bindColumn(BoundStatement ps, int pos, DataType sqlType, Object value) throws Exception { + if (value != null) { + switch (sqlType.getName()) { + case ASCII: + case TEXT: + case VARCHAR: + ps.setString(pos, (String) value); + break; + + case BLOB: + ps.setBytes(pos, ByteBuffer.wrap(objectToBytes(value).orElseGet(() -> new byte[8]))); + break; + + case BOOLEAN: + ps.setBool(pos, (Boolean) value); + break; + + case TINYINT: + ps.setByte(pos, ((Integer)value).byteValue()); + break; + + case SMALLINT: + ps.setShort(pos, ((Integer)value).shortValue()); + break; + + case INT: + ps.setInt(pos, (Integer)value); + break; + + case BIGINT: + ps.setLong(pos, (Long)value); + break; + + case VARINT: + ps.setVarint(pos, BigInteger.valueOf((Long) value)); + break; + + case FLOAT: + ps.setFloat(pos, (Float)value); + break; + + case DOUBLE: + ps.setDouble(pos, (Double) value); + break; + + case DECIMAL: + ps.setDecimal(pos, (BigDecimal) value); + break; + + case DATE: + ps.setDate(pos, LocalDate.fromMillisSinceEpoch(((Date)value).getTime())); + break; + + case TIME: + ps.setTime(pos, ((Time) value).getTime()); + break; + + case TIMESTAMP: + ps.setTimestamp(pos, (Date) value); + break; + + case UUID: + case TIMEUUID: + ps.setUUID(pos, UUID.fromString((String) value)); + break; + + case INET: + ps.setInet(pos, InetAddress.getByName((String) value)); + break; + + default: + throw new RuntimeException("暂不支持该数据类型: " + sqlType); + + } + } else { + ps.setToNull(pos); + } + } +} diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java b/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java new file mode 100644 index 0000000000..179e420193 --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java @@ -0,0 +1,36 @@ +package com.dtstack.flinkx.cassandra; + +import com.datastax.driver.core.*; + +import java.util.HashMap; +import java.util.Iterator; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.*; + +public class TestCassandraUtil { + public static void main(String[] args) { + Map configMap = new HashMap<>(); + configMap.put(KEY_HOST, "101.37.175.174"); + configMap.put(KEY_KEY_SPACE, "tp"); + + Session session = CassandraUtil.getSession(configMap, ""); + String query = "SELECT * FROM emp"; + session.execute(query); + ResultSet result = session.execute(query); + Iterator iterator = result.iterator(); + while (iterator.hasNext()) { + Row row = iterator.next(); + ColumnDefinitions columnDefinitions = row.getColumnDefinitions(); + List definitions = columnDefinitions.asList(); + for (ColumnDefinitions.Definition definition : definitions) { + Object value = CassandraUtil.getData(row, definition.getType(), definition.getName()); + System.out.println(value); + } + System.out.println(); + } + + CassandraUtil.close(session); + } +} diff --git a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml new file mode 100644 index 0000000000..feca24f0f9 --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml @@ -0,0 +1,96 @@ + + + + flinkx-cassandra + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-cassandra-reader + + + + flinkx-cassandra-core + com.dtstack.flinkx + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.cassandrareader.io.netty + + + com.google + shade.cassandrareader.com.google + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java new file mode 100644 index 0000000000..cd8da1f553 --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java @@ -0,0 +1,12 @@ +package com.dtstack.flinkx.cassandra.reader; + +/** + * + * @Company: www.dtstack.com + * @author wuhui + */ +class CassandraConstants { + final static String TOKEN = "token("; + final static String RANDOM_PARTITIONER = "RandomPartitioner"; + final static String MURMUR3_PARTITIONER = "Murmur3Partitioner"; +} diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java new file mode 100644 index 0000000000..8d3aea49f6 --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java @@ -0,0 +1,242 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.cassandra.reader; + +import com.datastax.driver.core.*; +import com.dtstack.flinkx.cassandra.CassandraUtil; +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.dtstack.flinkx.reader.MetaColumn; +import com.google.common.base.Preconditions; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.math.BigDecimal; +import java.math.BigInteger; +import java.util.ArrayList; +import java.util.Iterator; +import java.util.List; +import java.util.Map; + +/** + * Read plugin for reading static data + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraInputFormat extends BaseRichInputFormat { + + private static final Logger LOG = LoggerFactory.getLogger(CassandraInputFormat.class); + + protected String table; + + protected String whereString; + + protected String consistancyLevel; + + protected boolean allowFiltering; + + protected String keySpace; + + protected List columnMeta; + + protected Map cassandraConfig; + + protected transient Session session; + + protected transient Iterator cursor; + + @Override + protected void openInternal(InputSplit inputSplit) { + CassandraInputSplit split = (CassandraInputSplit) inputSplit; + + Preconditions.checkNotNull(table, "table must not null"); + session = CassandraUtil.getSession(cassandraConfig, ""); + + ConsistencyLevel cl; + if (consistancyLevel != null && !consistancyLevel.isEmpty()) { + cl = ConsistencyLevel.valueOf(consistancyLevel); + } else { + cl = ConsistencyLevel.LOCAL_QUORUM; + } + + String queryString = getQueryString(split); + LOG.info("查询SQL: {}", queryString); + LOG.info("split: {}, {}", split.getMinToken(), split.getMaxToken()); + ResultSet resultSet = session.execute(new SimpleStatement(queryString) + .setConsistencyLevel(cl)); + cursor = resultSet.all().iterator(); + } + + @Override + public Row nextRecordInternal(Row row) { + com.datastax.driver.core.Row cqlRow = cursor.next(); + ColumnDefinitions columnDefinitions = cqlRow.getColumnDefinitions(); + row = new Row(cqlRow.getColumnDefinitions().size()); + List definitions = columnDefinitions.asList(); + + for (int i = 0; i < definitions.size(); i++) { + Object value = CassandraUtil.getData(cqlRow, definitions.get(i).getType(), definitions.get(i).getName()); + row.setField(i, value); + } + LOG.info(row.toString()); + + return row; + } + + @Override + protected void closeInternal() { + CassandraUtil.close(session); + } + + @Override + public InputSplit[] createInputSplitsInternal(int minNumSplits) { + ArrayList splits = new ArrayList<>(); + + try { + Preconditions.checkNotNull(table, "table must not null"); + return splitJob(minNumSplits, splits); + } catch (Exception e){ + throw new RuntimeException(e); + } finally { + CassandraUtil.close(session); + } + } + + /** + * 分割任务 + * @param minNumSplits 分片数 + * @param splits 分片列表 + * @return 返回InputSplit[] + */ + private InputSplit[] splitJob(int minNumSplits, ArrayList splits) { + if(minNumSplits <= 1) { + splits.add(new CassandraInputSplit()); + return splits.toArray(new CassandraInputSplit[splits.size()]); + } + + if(whereString != null && whereString.toLowerCase().contains(CassandraConstants.TOKEN)) { + splits.add(new CassandraInputSplit()); + return splits.toArray(new CassandraInputSplit[splits.size()]); + } + Session session = CassandraUtil.getSession(cassandraConfig, ""); + String partitioner = session.getCluster().getMetadata().getPartitioner(); + if( partitioner.endsWith(CassandraConstants.RANDOM_PARTITIONER)) { + BigDecimal minToken = BigDecimal.valueOf(-1); + BigDecimal maxToken = new BigDecimal(new BigInteger("2").pow(127)); + BigDecimal step = maxToken.subtract(minToken) + .divide(BigDecimal.valueOf(minNumSplits),2, BigDecimal.ROUND_HALF_EVEN); + for ( int i = 0; i < minNumSplits; i++ ) { + BigInteger l = minToken.add(step.multiply(BigDecimal.valueOf(i))).toBigInteger(); + BigInteger r = minToken.add(step.multiply(BigDecimal.valueOf(i+1))).toBigInteger(); + if( i == minNumSplits - 1 ) { + r = maxToken.toBigInteger(); + } + splits.add(new CassandraInputSplit(l.toString(), r.toString())); + } + } + else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { + BigDecimal minToken = BigDecimal.valueOf(Long.MIN_VALUE); + BigDecimal maxToken = BigDecimal.valueOf(Long.MAX_VALUE); + BigDecimal step = maxToken.subtract(minToken) + .divide(BigDecimal.valueOf(minNumSplits),2, BigDecimal.ROUND_HALF_EVEN); + for ( int i = 0; i < minNumSplits; i++ ) { + long l = minToken.add(step.multiply(BigDecimal.valueOf(i))).longValue(); + long r = minToken.add(step.multiply(BigDecimal.valueOf(i+1))).longValue(); + if( i == minNumSplits - 1 ) { + r = maxToken.longValue(); + } + splits.add(new CassandraInputSplit(String.valueOf(l), String.valueOf(r))); + } + } + else { + splits.add(new CassandraInputSplit()); + } + return splits.toArray(new CassandraInputSplit[splits.size()]); + } + + /** + * 拼接查询语句 + * @param inputSplit 分片 + * @return 返回查询语句 + */ + private String getQueryString(CassandraInputSplit inputSplit) { + StringBuilder columns = new StringBuilder(); + if (columnMeta == null) { + columns.append("*"); + } else { + for(MetaColumn column : columnMeta) { + if(columns.length() > 0 ) { + columns.append(","); + } + columns.append(column.getName()); + } + } + + StringBuilder where = new StringBuilder(); + + if( whereString != null && !whereString.isEmpty() ) { + where.append(whereString); + } + String minToken = inputSplit.getMinToken(); + String maxToken = inputSplit.getMaxToken(); + if(minToken !=null || maxToken !=null) { + LOG.info("range:" + minToken + "~" + maxToken); + List pks = session.getCluster().getMetadata().getKeyspace(keySpace).getTable(table) + .getPartitionKey(); + StringBuilder sb = new StringBuilder(); + for(ColumnMetadata pk : pks) { + if( sb.length() > 0 ) { + sb.append(","); + } + sb.append(pk.getName()); + } + String s = sb.toString(); + if (minToken != null && !minToken.isEmpty()) { + if( where.length() > 0 ){ + where.append(" AND "); + } + where.append("token(").append(s).append(")").append(" > ").append(minToken); + } + if (maxToken != null && !maxToken.isEmpty()) { + if( where.length() > 0 ){ + where.append(" AND "); + } + where.append("token(").append(s).append(")").append(" <= ").append(maxToken); + } + } + + StringBuilder select = new StringBuilder(); + select.append("SELECT ").append(columns.toString()).append(" FROM ").append(table); + if( where.length() > 0 ){ + select.append(" where ").append(where.toString()); + } + if(allowFiltering) { + select.append(" ALLOW FILTERING"); + } + select.append(";"); + return select.toString(); + } + + @Override + public boolean reachedEnd() { + return !cursor.hasNext(); + } +} diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormatBuilder.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormatBuilder.java new file mode 100644 index 0000000000..15da72c0af --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormatBuilder.java @@ -0,0 +1,68 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.cassandra.reader; + +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import com.dtstack.flinkx.reader.MetaColumn; +import com.google.common.base.Preconditions; + +import java.util.List; +import java.util.Map; + +/** + * The builder for cassandra reader plugin + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraInputFormatBuilder extends BaseRichInputFormatBuilder { + + private CassandraInputFormat format; + + public CassandraInputFormatBuilder() { + super.format = format = new CassandraInputFormat(); + } + + public void setTable(String table){ + format.table = table; + } + + public void setWhere(String where) {format.whereString = where;} + + public void setConsistancyLevel(String consistancyLevel) {format.consistancyLevel = consistancyLevel;} + + public void setAllowFiltering(boolean allowFiltering) {format.allowFiltering = allowFiltering;} + + public void setKeySpace(String keySpace) {format.keySpace = keySpace;} + + public void setColumn(List column) {format.columnMeta = column;} + + public void setCassandraConfig(Map cassandraConfig){ + format.cassandraConfig = cassandraConfig; + } + + @Override + protected void checkFormat() { + Preconditions.checkNotNull(format.table, "table must not null"); + + if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ + throw new UnsupportedOperationException("This plugin not support restore from failed state"); + } + } +} diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputSplit.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputSplit.java new file mode 100644 index 0000000000..630ed907ea --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputSplit.java @@ -0,0 +1,62 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.cassandra.reader; + +import org.apache.flink.core.io.InputSplit; + +/** + * The split for cassandra Reader plugin + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraInputSplit implements InputSplit { + + private String minToken; + + private String maxToken; + + public CassandraInputSplit(){} + + public CassandraInputSplit(String minToken, String maxToken) { + this.minToken = minToken; + this.maxToken = maxToken; + } + + public String getMinToken() { + return minToken; + } + + public void setMinToken(String minToken) { + this.minToken = minToken; + } + + public String getMaxToken() { + return maxToken; + } + + public void setMaxToken(String maxToken) { + this.maxToken = maxToken; + } + + @Override + public int getSplitNumber() { + return 0; + } +} diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraReader.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraReader.java new file mode 100644 index 0000000000..92e6aad4ea --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraReader.java @@ -0,0 +1,122 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.cassandra.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.reader.BaseDataReader; +import com.dtstack.flinkx.reader.MetaColumn; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.*; + +/** + * The Reader plugin for cassandra + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraReader extends BaseDataReader { + + protected String host; + + protected Integer port; + + protected String username; + + protected String password; + + protected boolean useSSL; + + protected String keySpace; + + protected String table; + + protected List column; + + protected String where; + + protected boolean allowFiltering; + + protected String consistancyLevel; + + protected int connectionsPerHost; + + protected int maxPendingPerConnection; + + protected Map cassandraConfig; + + + public CassandraReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + host = readerConfig.getParameter().getStringVal(KEY_HOST); + port = readerConfig.getParameter().getIntVal(KEY_PORT, 9042); + username = readerConfig.getParameter().getStringVal(KEY_USERNAME); + password = readerConfig.getParameter().getStringVal(KEY_PASSWORD); + useSSL = readerConfig.getParameter().getBooleanVal(KEY_USE_SSL, false); + column = MetaColumn.getMetaColumns(readerConfig.getParameter().getColumn()); + where = readerConfig.getParameter().getStringVal(KEY_WHERE); + keySpace = readerConfig.getParameter().getStringVal(KEY_KEY_SPACE); + table = readerConfig.getParameter().getStringVal(KEY_TABLE); + allowFiltering = readerConfig.getParameter().getBooleanVal(KEY_ALLOW_FILTERING, false); + connectionsPerHost = readerConfig.getParameter().getIntVal(KEY_CONNECTION_PER_HOST, 8); + maxPendingPerConnection = readerConfig.getParameter().getIntVal(KEY_MAX_PENDING_CONNECTION, 128); + consistancyLevel = readerConfig.getParameter().getStringVal(KEY_CONSITANCY_LEVEL); + + cassandraConfig = (Map)readerConfig.getParameter().getVal(KEY_CASSANDRA_CONFIG, new HashMap<>()); + cassandraConfig.put(KEY_HOST, host); + cassandraConfig.put(KEY_PORT, port); + cassandraConfig.put(KEY_USERNAME, username); + cassandraConfig.put(KEY_PASSWORD, password); + cassandraConfig.put(KEY_USE_SSL, useSSL); + cassandraConfig.put(KEY_COLUMN, column); + cassandraConfig.put(KEY_WHERE, where); + cassandraConfig.put(KEY_KEY_SPACE, keySpace); + cassandraConfig.put(KEY_TABLE, table); + cassandraConfig.put(KEY_ALLOW_FILTERING, allowFiltering); + cassandraConfig.put(KEY_CONNECTION_PER_HOST, connectionsPerHost); + cassandraConfig.put(KEY_MAX_PENDING_CONNECTION, maxPendingPerConnection); + cassandraConfig.put(KEY_CONSITANCY_LEVEL, consistancyLevel); + } + + @Override + public DataStream readData() { + CassandraInputFormatBuilder builder = new CassandraInputFormatBuilder(); + builder.setTable(table); + builder.setWhere(where); + builder.setConsistancyLevel(consistancyLevel); + builder.setAllowFiltering(allowFiltering); + builder.setKeySpace(keySpace); + builder.setColumn(column); + builder.setCassandraConfig(cassandraConfig); + + builder.setMonitorUrls(monitorUrls); + builder.setBytes(bytes); + + return createInput(builder.finish(),"cassandrareader"); + } +} diff --git a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml new file mode 100644 index 0000000000..565ef3ca4f --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml @@ -0,0 +1,95 @@ + + + + flinkx-cassandra + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-cassandra-writer + + + + flinkx-cassandra-core + com.dtstack.flinkx + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.cassandrawriter.io.netty + + + com.google + shade.cassandrawriter.com.google + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java new file mode 100644 index 0000000000..f16eca03ab --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java @@ -0,0 +1,158 @@ +package com.dtstack.flinkx.cassandra.writer; + +import com.datastax.driver.core.*; +import com.datastax.driver.core.querybuilder.Insert; +import com.datastax.driver.core.querybuilder.QueryBuilder; +import com.dtstack.flinkx.cassandra.CassandraUtil; +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; +import com.dtstack.flinkx.reader.MetaColumn; +import com.google.common.base.Preconditions; +import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.List; +import java.util.Map; +import java.util.concurrent.TimeUnit; + +/** + * write plugin for writing static data + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraOutputFormat extends BaseRichOutputFormat { + private static final Logger LOG = LoggerFactory.getLogger(CassandraOutputFormat.class); + + protected Long batchSize; + + protected List columnMeta; + + protected boolean asyncWrite; + + protected String keySpace; + + protected String table; + + protected List columnTypes; + + protected String consistancyLevel; + + protected PreparedStatement pstmt; + + protected List unConfirmedWrite; + + protected List bufferedWrite; + + protected Map cassandraConfig; + + protected transient Session session; + + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException { + Preconditions.checkNotNull(keySpace, "keySpace must not null!"); + Preconditions.checkNotNull(table, "table must not null"); + + LOG.info("taskNumber: {}, numTasks: {}", taskNumber, numTasks); + session = CassandraUtil.getSession(cassandraConfig, ""); + TableMetadata metadata = session.getCluster().getMetadata().getKeyspace(keySpace).getTable(table); + + columnTypes = new ArrayList<>(columnMeta.size()); + Insert insertStmt = QueryBuilder.insertInto(table); + + for (MetaColumn column : columnMeta) { + insertStmt.value(column.getName(), QueryBuilder.bindMarker()); + ColumnMetadata col = metadata.getColumn(column.getName()); + if (col == null) { + throw new RuntimeException("未找到列名" + column.getName()); + } + columnTypes.add(col.getType()); + } + + if (consistancyLevel != null && !consistancyLevel.isEmpty()) { + insertStmt.setConsistencyLevel(ConsistencyLevel.valueOf(consistancyLevel)); + } else { + insertStmt.setConsistencyLevel(ConsistencyLevel.LOCAL_QUORUM); + } + + pstmt = session.prepare(insertStmt); + + if(batchSize > 1) { + if(asyncWrite) { + unConfirmedWrite = new ArrayList<>(); + } else { + bufferedWrite = new ArrayList<>(); + } + } + } + + @Override + protected void writeSingleRecordInternal(Row row) throws WriteRecordException { + // cassandra支持对重复主键的值覆盖，无需判断writeMode + BoundStatement boundStatement = pstmt.bind(); + for (int i = 0; i < columnMeta.size(); i++) { + Object value = row.getField(i); + try { + CassandraUtil.bindColumn(boundStatement, i, columnTypes.get(i), value); + } catch (Exception e) { + // 包装异常 + throw new WriteRecordException("类型转换失败", e.getCause(), i, row); + } + } + LOG.info("insertSql: {}" + boundStatement); + session.execute(boundStatement); + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + if (batchSize > 1) { + BoundStatement boundStatement = pstmt.bind(); + for (Row row : rows) { + for (int i = 0; i < columnMeta.size(); i++) { + Object value = row.getField(i); + CassandraUtil.bindColumn(boundStatement, i, columnTypes.get(i), value); + } + LOG.info("insertSql: {}" + boundStatement); + if(asyncWrite) { + unConfirmedWrite.add(session.executeAsync(boundStatement)); + if (unConfirmedWrite.size() >= batchSize) { + for (ResultSetFuture write : unConfirmedWrite) { + write.getUninterruptibly(10000, TimeUnit.MILLISECONDS); + } + unConfirmedWrite.clear(); + } + } else { + bufferedWrite.add(boundStatement); + if(bufferedWrite.size() >= batchSize) { + BatchStatement batchStatement = new BatchStatement(BatchStatement.Type.UNLOGGED); + batchStatement.addAll(bufferedWrite); + session.execute(batchStatement); + bufferedWrite.clear(); + } + } + } + + // 检查是否还有数据未写出去 + if(unConfirmedWrite != null && unConfirmedWrite.size() > 0) { + for(ResultSetFuture write : unConfirmedWrite) { + write.getUninterruptibly(10000, TimeUnit.MILLISECONDS); + } + unConfirmedWrite.clear(); + } + if(bufferedWrite !=null && bufferedWrite.size() > 0) { + BatchStatement batchStatement = new BatchStatement(BatchStatement.Type.UNLOGGED); + batchStatement.addAll(bufferedWrite); + session.execute(batchStatement); + bufferedWrite.clear(); + } + } + } + + @Override + public void closeInternal() throws IOException { + CassandraUtil.close(session); + } +} diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java new file mode 100644 index 0000000000..4446f1633f --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java @@ -0,0 +1,56 @@ +package com.dtstack.flinkx.cassandra.writer; + +import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; +import com.dtstack.flinkx.reader.MetaColumn; + +import java.util.List; +import java.util.Map; + +/** + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraOutputFormatBuilder extends BaseRichOutputFormatBuilder { + + private CassandraOutputFormat format; + + public CassandraOutputFormatBuilder() { + super.format = format = new CassandraOutputFormat(); + } + + public void setBatchSize(Long batchSize) { + format.batchSize = batchSize; + } + + public void setColumn(List column) { + format.columnMeta = column; + } + + public void setAsyncWrite(boolean asyncWrite) { + format.asyncWrite = asyncWrite; + } + + public void setKeySpace(String keySpace) { + format.keySpace = keySpace; + } + + public void setTable(String table) { + format.table = table; + } + + public void setConsistancyLevel(String consistancyLevel) { + format.consistancyLevel = consistancyLevel; + } + + public void setCassandraConfig(Map cassandraConfig){ + format.cassandraConfig = cassandraConfig; + } + + @Override + protected void checkFormat() { + if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ + throw new UnsupportedOperationException("This plugin not support restore from failed state"); + } + } +} diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java new file mode 100644 index 0000000000..2e2f0bbc9c --- /dev/null +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java @@ -0,0 +1,106 @@ +package com.dtstack.flinkx.cassandra.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.writer.BaseDataWriter; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; + +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.*; +import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.KEY_CONSITANCY_LEVEL; +import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.KEY_MAX_PENDING_CONNECTION; + +/** + * + * @Company: www.dtstack.com + * @author wuhui + */ +public class CassandraWriter extends BaseDataWriter { + + protected String host; + + protected Integer port; + + protected String username; + + protected String password; + + protected boolean useSSL; + + protected String keySpace; + + protected String table; + + protected List column; + + protected String consistancyLevel; + + protected int connectionsPerHost; + + protected int maxPendingPerConnection; + + protected boolean asyncWrite; + + protected Long batchSize; + + protected Map cassandraConfig; + + + public CassandraWriter(DataTransferConfig config) { + super(config); + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + host = writerConfig.getParameter().getStringVal(KEY_HOST); + port = writerConfig.getParameter().getIntVal(KEY_PORT, 9042); + username = writerConfig.getParameter().getStringVal(KEY_USERNAME); + password = writerConfig.getParameter().getStringVal(KEY_PASSWORD); + useSSL = writerConfig.getParameter().getBooleanVal(KEY_USE_SSL, false); + column = MetaColumn.getMetaColumns(writerConfig.getParameter().getColumn()); + keySpace = writerConfig.getParameter().getStringVal(KEY_KEY_SPACE); + table = writerConfig.getParameter().getStringVal(KEY_TABLE); + connectionsPerHost = writerConfig.getParameter().getIntVal(KEY_CONNECTION_PER_HOST, 8); + maxPendingPerConnection = writerConfig.getParameter().getIntVal(KEY_MAX_PENDING_CONNECTION, 128); + asyncWrite = writerConfig.getParameter().getBooleanVal(KEY_ASYNC_WRITE, false); + batchSize = writerConfig.getParameter().getLongVal(KEY_BATCH_SIZE, 1); + consistancyLevel = writerConfig.getParameter().getStringVal(KEY_CONSITANCY_LEVEL); + + cassandraConfig = (Map)writerConfig.getParameter().getVal(KEY_CASSANDRA_CONFIG, new HashMap<>()); + cassandraConfig.put(KEY_HOST, host); + cassandraConfig.put(KEY_PORT, port); + cassandraConfig.put(KEY_USERNAME, username); + cassandraConfig.put(KEY_PASSWORD, password); + cassandraConfig.put(KEY_USE_SSL, useSSL); + cassandraConfig.put(KEY_COLUMN, column); + cassandraConfig.put(KEY_KEY_SPACE, keySpace); + cassandraConfig.put(KEY_TABLE, table); + cassandraConfig.put(KEY_CONNECTION_PER_HOST, connectionsPerHost); + cassandraConfig.put(KEY_MAX_PENDING_CONNECTION, maxPendingPerConnection); + cassandraConfig.put(KEY_ASYNC_WRITE, asyncWrite); + cassandraConfig.put(KEY_BATCH_SIZE, batchSize); + cassandraConfig.put(KEY_CONSITANCY_LEVEL, consistancyLevel); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + CassandraOutputFormatBuilder builder = new CassandraOutputFormatBuilder(); + builder.setKeySpace(keySpace); + builder.setTable(table); + builder.setColumn(column); + builder.setAsyncWrite(asyncWrite); + builder.setBatchSize(batchSize); + builder.setConsistancyLevel(consistancyLevel); + builder.setCassandraConfig(cassandraConfig); + + builder.setMonitorUrls(monitorUrls); + builder.setErrors(errors); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); + return createOutput(dataSet, builder.finish(), "cassandrawriter"); + } +} diff --git a/flinkx-cassandra/pom.xml b/flinkx-cassandra/pom.xml new file mode 100644 index 0000000000..d788a4bea1 --- /dev/null +++ b/flinkx-cassandra/pom.xml @@ -0,0 +1,28 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-cassandra + pom + + flinkx-cassandra-core + flinkx-cassandra-reader + flinkx-cassandra-writer + + + + + flinkx-core + com.dtstack.flinkx + 1.6 + provided + + + \ No newline at end of file diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java index cb52cf4271..a5be666998 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java @@ -37,6 +37,8 @@ public enum EDatabaseType { MongoDB, Redis, ES, + SapHana, + TeraData, /** * contains ftp and sftp diff --git a/flinkx-saphana/flinkx-saphana-core/pom.xml b/flinkx-saphana/flinkx-saphana-core/pom.xml new file mode 100644 index 0000000000..bed09b714f --- /dev/null +++ b/flinkx-saphana/flinkx-saphana-core/pom.xml @@ -0,0 +1,21 @@ + + + + flinkx-saphana + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-saphana-core + + + + com.sap.cloud.db.jdbc + ngdbc + 2.4.51 + + + \ No newline at end of file diff --git a/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java b/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java new file mode 100644 index 0000000000..8fd3137074 --- /dev/null +++ b/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java @@ -0,0 +1,131 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.saphana; + + +import com.dtstack.flinkx.enums.EDatabaseType; +import com.dtstack.flinkx.rdb.BaseDatabaseMeta; +import org.apache.commons.lang.StringUtils; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; + +/** + * The class of SapHana database prototype + * + * Company: www.dtstack.com + * @author wuhui + */ +public class SaphanaDatabaseMeta extends BaseDatabaseMeta { + + @Override + public EDatabaseType getDatabaseType() { + return EDatabaseType.SapHana; + } + + @Override + public String getDriverClass() { + return "com.sap.db.jdbc.Driver"; + } + + @Override + public String getSqlQueryFields(String tableName) { + return "SELECT * FROM " + tableName + " LIMIT 0"; + } + + @Override + public String getSqlQueryColumnFields(List column, String table) { + return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; + } + + @Override + public String getStartQuote() { + return "\""; + } + + @Override + public String getEndQuote() { + return "\""; + } + + @Override + public String quoteValue(String value, String column) { + return String.format("\"%s\" as %s",value,column); + } + + @Override + public String getReplaceStatement(List column, List fullColumn, String table, Map> updateKey) { + return "REPLACE INTO " + quoteTable(table) + + " (" + quoteColumns(column) + ") values " + + makeValues(column.size()); + } + + @Override + public String getUpsertStatement(List column, String table, Map> updateKey) { + return "INSERT INTO " + quoteTable(table) + + " (" + quoteColumns(column) + ") values " + + makeValues(column.size()) + + " ON DUPLICATE KEY UPDATE " + + makeUpdatePart(column); + } + + private String makeUpdatePart (List column) { + List updateList = new ArrayList<>(); + for(String col : column) { + String quotedCol = quoteColumn(col); + updateList.add(quotedCol + "=values(" + quotedCol + ")"); + } + return StringUtils.join(updateList, ","); + } + + @Override + public String getSplitFilter(String columnName) { + return String.format("%s mod ${N} = ${M}", getStartQuote() + columnName + getEndQuote()); + } + + @Override + public String getSplitFilterWithTmpTable(String tmpTable, String columnName){ + return String.format("%s.%s mod ${N} = ${M}", tmpTable, getStartQuote() + columnName + getEndQuote()); + } + + @Override + public String getRowNumColumn(String orderBy) { + throw new RuntimeException("Not support row_number function"); + } + + private String makeValues(int nCols) { + return "(" + StringUtils.repeat("?", ",", nCols) + ")"; + } + + @Override + protected String makeValues(List column) { + throw new UnsupportedOperationException(); + } + + @Override + public int getFetchSize(){ + return 1000; + } + + @Override + public int getQueryTimeout(){ + return 1000; + } +} diff --git a/flinkx-saphana/flinkx-saphana-reader/pom.xml b/flinkx-saphana/flinkx-saphana-reader/pom.xml new file mode 100644 index 0000000000..ba9e5c4375 --- /dev/null +++ b/flinkx-saphana/flinkx-saphana-reader/pom.xml @@ -0,0 +1,102 @@ + + + + flinkx-saphana + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-saphana-reader + + + + com.dtstack.flinkx + flinkx-saphana-core + 1.6 + + + com.dtstack.flinkx + flinkx-rdb-reader + 1.6 + provided + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.saphanareader.io.netty + + + com.google + shade.saphanareader.com.google + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java new file mode 100644 index 0000000000..0bac77a5d7 --- /dev/null +++ b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java @@ -0,0 +1,130 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.saphana.format; + +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.rdb.util.DbUtil; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.util.ClassUtil; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; + +import java.io.IOException; +import java.sql.SQLException; +import java.sql.Statement; +import java.util.ArrayList; + +import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; + +/** + * Company: www.dtstack.com + * + * @author wuhui + */ +public class SaphanaInputFormat extends JdbcInputFormat { + + @Override + public void openInternal(InputSplit inputSplit) throws IOException { + try { + LOG.info(inputSplit.toString()); + + ClassUtil.forName(driverName, getClass().getClassLoader()); + + if (incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc()){ + getMaxValue(inputSplit); + } + + initMetric(inputSplit); + + if(!canReadData(inputSplit)){ + LOG.warn("Not read data when the start location are equal to end location"); + + hasNext = false; + return; + } + + dbConn = DbUtil.getConnection(dbUrl, username, password); + + // 部分驱动需要关闭事务自动提交，fetchSize参数才会起作用 + dbConn.setAutoCommit(false); + + Statement statement = dbConn.createStatement(resultSetType, resultSetConcurrency); + // value must be >=0 and <= this.getMaxRows() + statement.setFetchSize(0); + + statement.setQueryTimeout(queryTimeOut); + String querySql = buildQuerySql(inputSplit); + resultSet = statement.executeQuery(querySql); + columnCount = resultSet.getMetaData().getColumnCount(); + + boolean splitWithRowCol = numPartitions > 1 && StringUtils.isNotEmpty(splitKey) && splitKey.contains("("); + if(splitWithRowCol){ + columnCount = columnCount-1; + } + + hasNext = resultSet.next(); + + if (StringUtils.isEmpty(customSql)){ + descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,metaColumns); + } else { + descColumnTypeList = new ArrayList<>(); + for (MetaColumn metaColumn : metaColumns) { + descColumnTypeList.add(metaColumn.getName()); + } + } + + } catch (SQLException se) { + throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); + } + + LOG.info("JdbcInputFormat[{}]open: end", jobName); + } + + @Override + public Row nextRecordInternal(Row row) throws IOException { + if (!hasNext) { + return null; + } + row = new Row(columnCount); + + try { + for (int pos = 0; pos < row.getArity(); pos++) { + Object obj = resultSet.getObject(pos + 1); + if(obj != null) { + if(CollectionUtils.isNotEmpty(descColumnTypeList)) { + String columnType = descColumnTypeList.get(pos); + if("tinyint".equalsIgnoreCase(columnType)) { + if(obj instanceof Boolean) { + obj = ((Boolean) obj ? 1 : 0); + } + } + } + obj = clobToString(obj); + } + + row.setField(pos, obj); + } + return super.nextRecordInternal(row); + }catch (Exception e) { + throw new IOException("Couldn't read data - " + e.getMessage(), e); + } + } + +} diff --git a/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/reader/SaphanaReader.java b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/reader/SaphanaReader.java new file mode 100644 index 0000000000..4ca1e0497a --- /dev/null +++ b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/reader/SaphanaReader.java @@ -0,0 +1,49 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.saphana.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; +import com.dtstack.flinkx.rdb.util.DbUtil; +import com.dtstack.flinkx.saphana.SaphanaDatabaseMeta; +import com.dtstack.flinkx.saphana.format.SaphanaInputFormat; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; + +import java.util.Collections; + +/** + * SapHana reader plugin + * + * Company: www.dtstack.com + * @author wuhui + */ +public class SaphanaReader extends JdbcDataReader { + + public SaphanaReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + setDatabaseInterface(new SaphanaDatabaseMeta()); + dbUrl = DbUtil.formatJdbcUrl(dbUrl, Collections.singletonMap("zeroDateTimeBehavior", "convertToNull")); + } + + @Override + protected JdbcInputFormatBuilder getBuilder() { + return new JdbcInputFormatBuilder(new SaphanaInputFormat()); + } +} diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml new file mode 100644 index 0000000000..8c19fad040 --- /dev/null +++ b/flinkx-saphana/flinkx-saphana-writer/pom.xml @@ -0,0 +1,101 @@ + + + + flinkx-saphana + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-saphana-writer + + + + com.dtstack.flinkx + flinkx-saphana-core + 1.6 + + + com.dtstack.flinkx + flinkx-rdb-writer + 1.6 + provided + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.saphanawriter.io.netty + + + com.google + shade.saphanawriter.com.google + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-saphana/flinkx-saphana-writer/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaOutputFormat.java b/flinkx-saphana/flinkx-saphana-writer/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaOutputFormat.java new file mode 100644 index 0000000000..664bd7a80f --- /dev/null +++ b/flinkx-saphana/flinkx-saphana-writer/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaOutputFormat.java @@ -0,0 +1,28 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.saphana.format; + +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; + +/** + * Company: www.dtstack.com + * + * @author wuhui + */ +public class SaphanaOutputFormat extends JdbcOutputFormat { +} diff --git a/flinkx-saphana/flinkx-saphana-writer/src/main/java/com/dtstack/flinkx/saphana/writer/SaphanaWriter.java b/flinkx-saphana/flinkx-saphana-writer/src/main/java/com/dtstack/flinkx/saphana/writer/SaphanaWriter.java new file mode 100644 index 0000000000..e7a63d59e4 --- /dev/null +++ b/flinkx-saphana/flinkx-saphana-writer/src/main/java/com/dtstack/flinkx/saphana/writer/SaphanaWriter.java @@ -0,0 +1,48 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.saphana.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; +import com.dtstack.flinkx.rdb.util.DbUtil; +import com.dtstack.flinkx.saphana.SaphanaDatabaseMeta; +import com.dtstack.flinkx.saphana.format.SaphanaOutputFormat; + +import java.util.Collections; + +/** + * SpaHana writer plugin + * + * Company: www.dtstack.com + * @author wuhui + */ +public class SaphanaWriter extends JdbcDataWriter { + + public SaphanaWriter(DataTransferConfig config) { + super(config); + setDatabaseInterface(new SaphanaDatabaseMeta()); + dbUrl = DbUtil.formatJdbcUrl(dbUrl, Collections.singletonMap("zeroDateTimeBehavior", "convertToNull")); + } + + @Override + protected JdbcOutputFormatBuilder getBuilder() { + return new JdbcOutputFormatBuilder(new SaphanaOutputFormat()); + } +} diff --git a/flinkx-saphana/pom.xml b/flinkx-saphana/pom.xml new file mode 100644 index 0000000000..a9ecb0501e --- /dev/null +++ b/flinkx-saphana/pom.xml @@ -0,0 +1,35 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-saphana + pom + + flinkx-saphana-core + flinkx-saphana-reader + flinkx-saphana-writer + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + com.dtstack.flinkx + flinkx-rdb-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/flinkx-teradata/flinkx-teradata-core/pom.xml b/flinkx-teradata/flinkx-teradata-core/pom.xml new file mode 100644 index 0000000000..2af2575d7e --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-core/pom.xml @@ -0,0 +1,15 @@ + + + + flinkx-teradata + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-teradata-core + + + \ No newline at end of file diff --git a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java new file mode 100644 index 0000000000..0f6535497b --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java @@ -0,0 +1,126 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.teradata; + + +import com.dtstack.flinkx.enums.EDatabaseType; +import com.dtstack.flinkx.rdb.BaseDatabaseMeta; +import org.apache.commons.lang.StringUtils; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; + +/** + * The class of TeraData database prototype + * + * Company: www.dtstack.com + * @author wuhui + */ +public class TeradataDatabaseMeta extends BaseDatabaseMeta { + + @Override + public EDatabaseType getDatabaseType() { + return EDatabaseType.TeraData; + } + + @Override + public String getDriverClass() { + return "com.teradata.jdbc.TeraDriver"; + } + + @Override + public String getSqlQueryFields(String tableName) { + return "SELECT * FROM " + tableName + " QUALIFY SUM(1) OVER (ROWS UNBOUNDED PRECEDING) BETWEEN 0 AND 0"; + } + + @Override + public String getSqlQueryColumnFields(List column, String table) { + return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " QUALIFY SUM(1) OVER (ROWS UNBOUNDED" + + " PRECEDING) BETWEEN 0 AND 0"; + } + + @Override + public String getStartQuote() { + return "\""; + } + + @Override + public String getEndQuote() { + return "\""; + } + + @Override + public String quoteValue(String value, String column) { + return String.format("\"%s\" as %s",value,column); + } + + @Override + public String getReplaceStatement(List column, List fullColumn, String table, Map> updateKey) { + throw new UnsupportedOperationException(); + } + + @Override + public String getUpsertStatement(List column, String table, Map> updateKey) { + throw new UnsupportedOperationException(); + } + + private String makeUpdatePart (List column) { + List updateList = new ArrayList<>(); + for(String col : column) { + String quotedCol = quoteColumn(col); + updateList.add(quotedCol + "=values(" + quotedCol + ")"); + } + return StringUtils.join(updateList, ","); + } + + @Override + public String getSplitFilter(String columnName) { + return String.format("%s mod ${N} = ${M}", getStartQuote() + columnName + getEndQuote()); + } + + @Override + public String getSplitFilterWithTmpTable(String tmpTable, String columnName){ + return String.format("%s.%s mod ${N} = ${M}", tmpTable, getStartQuote() + columnName + getEndQuote()); + } + + @Override + public String getRowNumColumn(String orderBy) { + throw new RuntimeException("Not support row_number function"); + } + + private String makeValues(int nCols) { + return "(" + StringUtils.repeat("?", ",", nCols) + ")"; + } + + @Override + protected String makeValues(List column) { + throw new UnsupportedOperationException(); + } + + @Override + public int getFetchSize(){ + return 1000; + } + + @Override + public int getQueryTimeout(){ + return 1000; + } +} diff --git a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java new file mode 100644 index 0000000000..08e90eed83 --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java @@ -0,0 +1,83 @@ +package com.dtstack.flinkx.teradata.util; + +import com.dtstack.flinkx.rdb.DatabaseInterface; +import com.dtstack.flinkx.rdb.util.DbUtil; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.util.ClassUtil; + +import java.sql.*; +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * @author wuhui + */ +public class DBUtil { + /** + * 获取数据库连接，不使用DBUtil里的getConnection为了避免Telnet，因为jdbc4与jdbc3不同 + * @param url 连接url + * @param username 用户名 + * @param password 密码 + * @return 返回connection + * @throws SQLException 连接失败抛出异常 + */ + public static Connection getConnection(String url, String username, String password) throws SQLException { + Connection dbConn; + synchronized (ClassUtil.LOCK_STR){ + DriverManager.setLoginTimeout(10); + + if (username == null) { + dbConn = DriverManager.getConnection(url); + } else { + dbConn = DriverManager.getConnection(url, username, password); + } + } + + return dbConn; + } + + /** + * 获取表列名类型列表 + * @param dbURL jdbc url + * @param username 数据库账号 + * @param password 数据库密码 + * @param databaseInterface DatabaseInterface + * @param table 表名 + * @param metaColumns MetaColumn列表 + * @return + */ + public static List analyzeTable(String dbURL, String username, String password, DatabaseInterface databaseInterface, + String table, List metaColumns) { + List ret = new ArrayList<>(metaColumns.size()); + Connection dbConn = null; + Statement stmt = null; + ResultSet rs = null; + try { + dbConn = getConnection(dbURL, username, password); + stmt = dbConn.createStatement(); + rs = stmt.executeQuery(databaseInterface.getSqlQueryFields(databaseInterface.quoteTable(table))); + ResultSetMetaData rd = rs.getMetaData(); + + Map nameTypeMap = new HashMap<>((rd.getColumnCount() << 2) / 3); + for(int i = 0; i < rd.getColumnCount(); ++i) { + nameTypeMap.put(rd.getColumnName(i+1),rd.getColumnTypeName(i+1)); + } + + for (MetaColumn metaColumn : metaColumns) { + if(metaColumn.getValue() != null){ + ret.add("string"); + } else { + ret.add(nameTypeMap.get(metaColumn.getName())); + } + } + } catch (SQLException e) { + throw new RuntimeException(e); + } finally { + DbUtil.closeDbResources(rs, stmt, dbConn, false); + } + + return ret; + } +} diff --git a/flinkx-teradata/flinkx-teradata-reader/pom.xml b/flinkx-teradata/flinkx-teradata-reader/pom.xml new file mode 100644 index 0000000000..44cc030d1f --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-reader/pom.xml @@ -0,0 +1,108 @@ + + + + flinkx-teradata + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-teradata-reader + + + + com.dtstack.flinkx + flinkx-teradata-core + 1.6 + + + com.dtstack.flinkx + flinkx-rdb-reader + 1.6 + provided + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.teradatareader.io.netty + + + com.google + shade.teradatareader.com.google + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java new file mode 100644 index 0000000000..cb0f896f43 --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java @@ -0,0 +1,132 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.teradata.format; + +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.teradata.util.DBUtil; +import com.dtstack.flinkx.util.ClassUtil; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.IOException; +import java.sql.*; +import java.util.ArrayList; + +import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; + +/** + * Company: www.dtstack.com + * + * @author wuhui + */ +public class TeradataInputFormat extends JdbcInputFormat { + private static final Logger LOG = LoggerFactory.getLogger(TeradataInputFormat.class); + + @Override + public void openInternal(InputSplit inputSplit) throws IOException { + try { + LOG.info(inputSplit.toString()); + + ClassUtil.forName(driverName, getClass().getClassLoader()); + + if (incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc()){ + getMaxValue(inputSplit); + } + + initMetric(inputSplit); + + if(!canReadData(inputSplit)){ + LOG.warn("Not read data when the start location are equal to end location"); + + hasNext = false; + return; + } + + dbConn = DBUtil.getConnection(dbUrl, username, password); + + // 部分驱动需要关闭事务自动提交，fetchSize参数才会起作用 + dbConn.setAutoCommit(false); + + Statement statement = dbConn.createStatement(resultSetType, resultSetConcurrency); + + statement.setFetchSize(0); + + statement.setQueryTimeout(queryTimeOut); + String querySql = buildQuerySql(inputSplit); + resultSet = statement.executeQuery(querySql); + columnCount = resultSet.getMetaData().getColumnCount(); + + boolean splitWithRowCol = numPartitions > 1 && StringUtils.isNotEmpty(splitKey) && splitKey.contains("("); + if(splitWithRowCol){ + columnCount = columnCount-1; + } + + hasNext = resultSet.next(); + + if (StringUtils.isEmpty(customSql)){ + descColumnTypeList = DBUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,metaColumns); + } else { + descColumnTypeList = new ArrayList<>(); + for (MetaColumn metaColumn : metaColumns) { + descColumnTypeList.add(metaColumn.getName()); + } + } + + } catch (SQLException se) { + throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); + } + + LOG.info("JdbcInputFormat[{}]open: end", jobName); + } + + @Override + public Row nextRecordInternal(Row row) throws IOException { + if (!hasNext) { + return null; + } + row = new Row(columnCount); + + try { + for (int pos = 0; pos < row.getArity(); pos++) { + Object obj = resultSet.getObject(pos + 1); + if(obj != null) { + if(CollectionUtils.isNotEmpty(descColumnTypeList)) { + String columnType = descColumnTypeList.get(pos); + if("byteint".equalsIgnoreCase(columnType)) { + if(obj instanceof Boolean) { + obj = ((Boolean) obj ? 1 : 0); + } + } + } + obj = clobToString(obj); + } + + row.setField(pos, obj); + } + return super.nextRecordInternal(row); + }catch (Exception e) { + throw new IOException("Couldn't read data - " + e.getMessage(), e); + } + } + +} diff --git a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/reader/TeradataReader.java b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/reader/TeradataReader.java new file mode 100644 index 0000000000..e5bbdd8e97 --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/reader/TeradataReader.java @@ -0,0 +1,46 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.teradata.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; +import com.dtstack.flinkx.teradata.TeradataDatabaseMeta; +import com.dtstack.flinkx.teradata.format.TeradataInputFormat; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; + + +/** + * SapHana reader plugin + * + * Company: www.dtstack.com + * @author wuhui + */ +public class TeradataReader extends JdbcDataReader { + + public TeradataReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + setDatabaseInterface(new TeradataDatabaseMeta()); + } + + @Override + protected JdbcInputFormatBuilder getBuilder() { + return new JdbcInputFormatBuilder(new TeradataInputFormat()); + } +} diff --git a/flinkx-teradata/flinkx-teradata-writer/pom.xml b/flinkx-teradata/flinkx-teradata-writer/pom.xml new file mode 100644 index 0000000000..bd44533374 --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-writer/pom.xml @@ -0,0 +1,108 @@ + + + + flinkx-teradata + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-teradata-writer + + + + com.dtstack.flinkx + flinkx-teradata-core + 1.6 + + + com.dtstack.flinkx + flinkx-rdb-writer + 1.6 + provided + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.teradatawriter.io.netty + + + com.google + shade.teradatawriter.com.google + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/format/TeradataOutputFormat.java b/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/format/TeradataOutputFormat.java new file mode 100644 index 0000000000..dd3757fa06 --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/format/TeradataOutputFormat.java @@ -0,0 +1,79 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.teradata.format; + +import com.dtstack.flinkx.enums.EWriteMode; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; +import com.dtstack.flinkx.util.ClassUtil; +import org.apache.commons.collections.CollectionUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.sql.SQLException; + +import static com.dtstack.flinkx.teradata.util.DBUtil.getConnection; + +/** + * Company: www.dtstack.com + * + * @author wuhui + */ +public class TeradataOutputFormat extends JdbcOutputFormat { + private static final Logger LOG = LoggerFactory.getLogger(TeradataOutputFormat.class); + @Override + protected void openInternal(int taskNumber, int numTasks) { + try { + ClassUtil.forName(driverName, getClass().getClassLoader()); + dbConn = getConnection(dbUrl, username, password); + + if (restoreConfig.isRestore()){ + dbConn.setAutoCommit(false); + } + + if(CollectionUtils.isEmpty(fullColumn)) { + fullColumn = probeFullColumns(table, dbConn); + } + + if (!EWriteMode.INSERT.name().equalsIgnoreCase(mode)){ + if(updateKey == null || updateKey.size() == 0) { + updateKey = probePrimaryKeys(table, dbConn); + } + } + + if(fullColumnType == null) { + fullColumnType = analyzeTable(); + } + + for(String col : column) { + for (int i = 0; i < fullColumn.size(); i++) { + if (col.equalsIgnoreCase(fullColumn.get(i))){ + columnType.add(fullColumnType.get(i)); + break; + } + } + } + + preparedStatement = prepareTemplates(); + readyCheckpoint = false; + + LOG.info("subTask[{}}] wait finished", taskNumber); + } catch (SQLException sqe) { + throw new IllegalArgumentException("open() failed.", sqe); + } + } +} diff --git a/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/writer/TeradataWriter.java b/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/writer/TeradataWriter.java new file mode 100644 index 0000000000..e69facae73 --- /dev/null +++ b/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/writer/TeradataWriter.java @@ -0,0 +1,44 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.teradata.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; +import com.dtstack.flinkx.teradata.TeradataDatabaseMeta; +import com.dtstack.flinkx.teradata.format.TeradataOutputFormat; + +/** + * Teradata writer plugin + * + * Company: www.dtstack.com + * @author wuhui + */ +public class TeradataWriter extends JdbcDataWriter { + + public TeradataWriter(DataTransferConfig config) { + super(config); + setDatabaseInterface(new TeradataDatabaseMeta()); + } + + @Override + protected JdbcOutputFormatBuilder getBuilder() { + return new JdbcOutputFormatBuilder(new TeradataOutputFormat()); + } +} diff --git a/flinkx-teradata/pom.xml b/flinkx-teradata/pom.xml new file mode 100644 index 0000000000..9bfb00d6d4 --- /dev/null +++ b/flinkx-teradata/pom.xml @@ -0,0 +1,36 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-teradata + pom + + flinkx-teradata-reader + flinkx-teradata-core + flinkx-teradata-writer + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + com.dtstack.flinkx + flinkx-rdb-core + 1.6 + provided + + + + + \ No newline at end of file diff --git a/pom.xml b/pom.xml index 0d36173434..7bfcd3cfad 100644 --- a/pom.xml +++ b/pom.xml @@ -27,6 +27,9 @@ flinkx-db2 flinkx-gbase flinkx-clickhouse + flinkx-saphana + flinkx-teradata + flinkx-cassandra flinkx-hdfs flinkx-hive From fe6d97f1b7651f5c7be254171b102513d4ea0494 Mon Sep 17 00:00:00 2001 From: jiangbo <245730400@qq.com> Date: Tue, 17 Mar 2020 10:41:33 +0800 Subject: [PATCH 019/136] Update README.md --- README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index be38aa2e6a..22d2c0d661 100644 --- a/README.md +++ b/README.md @@ -357,6 +357,11 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 | 1.5.x | 1.5.4 | | 1.8.x | 1.8.1 | -## 7.招聘信息 +## 7.交流群 +

+ +
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z8?Q!2hCM%}zi@2wzR=xGI@dHfs)v7MP&zXnLcm+>UGPxSjB3+#fvM(bl%)WRf|y0I zh#|{qtYspT)R>xr%!5Hchs++kQz=oIt=eVj*6VTq!j{N+NRx@e!pF6ldh>x(Iy zchAIMGq>kqlt2&mcXf{Qvd)>}o$Kl`X|JDf%LjPz3G<^HyvO-TLqX&&mcUX2H6mRE{NjAVpN+_JJSg0P8edWk= zY?NP?uAAvxaEThcgE~sWnA_d~jV_zT$Yy63%+R!`vFG+0b*P;pGuAx{`))efH~*1) zQ(sPpjP~^RJU`3Wk}_p3O|C3avxHQJe8-tJiD9^P>XTH)fETO@f-8~+DsYw*;4-x+ z!l+D|GTH{;vQLtetFz))U*oJ280nkef_xYh_Cqmk9mxl;ok-nT1=^;{i-cxf|? z+mX}-%-Zu?YOcLWI>d35Cg_=?s(ub#dMHL4osgzYtYcps$@L42BEi%As~yH~GqD$1 zrgZ%^1SlxlJ2OgeR|W~EPhoUD(=+T6*IJzs4!%LrGs436$Q}wCid(9?*oY@FZI|c% P#l7wSmLGYzHSqrcWYozo literal 0 HcmV?d00001 From 73992a660cbcd140ac5e8d44533ee01ff09f1b6a Mon Sep 17 00:00:00 2001 From: jiangbo <245730400@qq.com> Date: Thu, 19 Mar 2020 16:08:02 +0800 Subject: [PATCH 021/136] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 22d2c0d661..2c8850b470 100644 --- a/README.md +++ b/README.md @@ -359,7 +359,7 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 ## 7.交流群
- +
## 8.招聘信息 From 533067f192313117fb5093fc94500fde1b78cd90 Mon Sep 17 00:00:00 2001 From: whiletrue <670694243@qq.com> Date: Mon, 23 Mar 2020 10:50:38 +0800 Subject: [PATCH 022/136] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2c8850b470..d27424d27c 100644 --- a/README.md +++ b/README.md @@ -357,7 +357,7 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 | 1.5.x | 1.5.4 | | 1.8.x | 1.8.1 | -## 7.交流群 +## 7.钉钉交流群（可以搜索群号30537511，也可以扫描下面的二维码）
From 13aac4839df9422c1bce0b8cccc6632cce6a6ded Mon Sep 17 00:00:00 2001 From: whiletrue <670694243@qq.com> Date: Mon, 23 Mar 2020 11:07:22 +0800 Subject: [PATCH 023/136] Update README.md --- README.md | 18 ++++++++---------- 1 file changed, 8 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index d27424d27c..c2730838d3 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,11 @@ -# FlinkX +## 7.技术交流 + * 招聘大数据平台开发工程师，想了解岗位详细信息可以添加本人微信号ysqwhiletrue,注明招聘，如有意者发送简历至sishu@dtstack.com + + * 可以搜索群号30537511或者扫描下面的二维码进入钉钉群 +
+ +
+ ## 1 什么是FlinkX @@ -356,12 +363,3 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 | ----- | ------- | | 1.5.x | 1.5.4 | | 1.8.x | 1.8.1 | - -## 7.钉钉交流群（可以搜索群号30537511，也可以扫描下面的二维码） -
- -
- -## 8.招聘信息 - - 1.大数据平台开发工程师，想了解岗位详细信息可以添加本人微信号ysqwhiletrue,注明招聘，如有意者发送简历至sishu@dtstack.com。 From 41c46b408a4877da69d7690f09bb9beec95c85aa Mon Sep 17 00:00:00 2001 From: whiletrue <670694243@qq.com> Date: Mon, 23 Mar 2020 11:19:08 +0800 Subject: [PATCH 024/136] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c2730838d3..cf0383f614 100644 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ * 可以搜索群号30537511或者扫描下面的二维码进入钉钉群
- +
From 0c21a5df654146ad7be54d8f9bfce2cf215ba304 Mon Sep 17 00:00:00 2001 From: whiletrue <670694243@qq.com> Date: Mon, 23 Mar 2020 11:19:59 +0800 Subject: [PATCH 025/136] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index cf0383f614..9ca081bb2c 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -## 7.技术交流 +## 技术交流 * 招聘大数据平台开发工程师，想了解岗位详细信息可以添加本人微信号ysqwhiletrue,注明招聘，如有意者发送简历至sishu@dtstack.com * 可以搜索群号30537511或者扫描下面的二维码进入钉钉群 From b002162cb8364929e8b04d91e8b330aac0df57f7 Mon Sep 17 00:00:00 2001 From: pierrexiong Date: Wed, 25 Mar 2020 13:48:56 +0800 Subject: [PATCH 026/136] A simple pulsar writer --- docs/pulsarwriter.md | 76 +++++++++++++ flinkx-pulsar/flinkx-pulsar-writer/pom.xml | 72 ++++++++++++ .../flinkx/pulsar/writer/Constants.java | 13 +++ .../pulsar/writer/PulsarOutputFormat.java | 104 ++++++++++++++++++ .../writer/PulsarOutputFormatBuilder.java | 39 +++++++ .../flinkx/pulsar/writer/PulsarWriter.java | 43 ++++++++ .../flinkx/pulsar/writer/decoder/IDecode.java | 38 +++++++ .../pulsar/writer/decoder/JsonDecoder.java | 54 +++++++++ .../pulsar/writer/decoder/PlainDecoder.java | 36 ++++++ flinkx-pulsar/pom.xml | 38 +++++++ pom.xml | 19 ++-- 11 files changed, 523 insertions(+), 9 deletions(-) create mode 100644 docs/pulsarwriter.md create mode 100644 flinkx-pulsar/flinkx-pulsar-writer/pom.xml create mode 100644 flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java create mode 100644 flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java create mode 100644 flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java create mode 100644 flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java create mode 100644 flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/IDecode.java create mode 100644 flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/JsonDecoder.java create mode 100644 flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/PlainDecoder.java create mode 100644 flinkx-pulsar/pom.xml diff --git a/docs/pulsarwriter.md b/docs/pulsarwriter.md new file mode 100644 index 0000000000..413e1e0f30 --- /dev/null +++ b/docs/pulsarwriter.md @@ -0,0 +1,76 @@ +# Pulsar写入插件（**writer） + +## 1. 配置样例 + +```json +{ + "job": { + "content": [ + { + "reader": { + + }, + "writer": { + "parameter": { + "producerSettings" : { + "producerName":"test-producer" + }, + "topic" : "pulsar_test", + "pulsarServiceUrl" : "pulsar://127.0.0.1:6650" + + }, + "name": "pulsarwriter" + } + } + ], + "setting": { + "errorLimit": { + "record": 1 + }, + "speed": { + "bytes": 1048576, + "channel": 1 + } + } + } +} +``` + +## 2. 参数说明 + +* **name** + + * 描述：插件名，pulsarwriter。 + + * 必选：是 + + * 默认值：无 + +* **topic** + + * 描述：topic。 + + * 必选：是 + + * 默认值：无 + + +* **pulsarServiceUrl** + + * 描述：pulsar地址列表 + + * 必选：是 + + * 默认值：无 + + + +* **producerSettings** + + * 描述：pulsar生产者配置 + + * 必选：是 + + * 默认值：无 + +参考: https://pulsar.apache.org/docs/en/client-libraries-java/#configure-producer \ No newline at end of file diff --git a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml new file mode 100644 index 0000000000..72c8493094 --- /dev/null +++ b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml @@ -0,0 +1,72 @@ + + + + flinkx-pulsar + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-pulsar-writer + + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java new file mode 100644 index 0000000000..b12d1f8ece --- /dev/null +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java @@ -0,0 +1,13 @@ +package com.dtstack.flinkx.pulsar.writer; + +/** + * @author: pierre + * @create: 2020/3/21 + */ +public class Constants { + public static final String KEY_TOPIC = "topic"; + public static final String KEY_PULSAR_SERVICE_URL = "pulsarServiceUrl"; + public static final String KEY_PRODUCER_SETTINGS = "producerSettings"; + public static final String KEY_TABLE_FIELDS = "tableFields"; + public static final String KEY_TOKEN = "token"; +} diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java new file mode 100644 index 0000000000..55aeee7dda --- /dev/null +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java @@ -0,0 +1,104 @@ +package com.dtstack.flinkx.pulsar.writer; + +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; +import com.dtstack.flinkx.pulsar.writer.decoder.JsonDecoder; +import com.dtstack.flinkx.util.ExceptionUtil; +import org.apache.flink.types.Row; +import org.apache.pulsar.client.api.AuthenticationFactory; +import org.apache.pulsar.client.api.Producer; +import org.apache.pulsar.client.api.PulsarClient; +import org.apache.pulsar.client.api.Schema; +import org.codehaus.jackson.map.ObjectMapper; + +import java.io.IOException; +import java.util.Collections; +import java.util.LinkedHashMap; +import java.util.List; +import java.util.Map; + +/** + * @author: pierre + * @create: 2020/3/21 + */ +public class PulsarOutputFormat extends BaseRichOutputFormat { + + private transient Producer producer; + + protected String topic; + protected String pulsarServiceUrl; + protected String token; + protected Map producerSettings; + + protected List tableFields; + protected static JsonDecoder jsonDecoder = new JsonDecoder(); + protected static ObjectMapper objectMapper = new ObjectMapper(); + + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException { + PulsarClient client; + + if (null != token) { + client = PulsarClient.builder() + .serviceUrl(pulsarServiceUrl) + .authentication(AuthenticationFactory.token(token)) + .build(); + } else { + client = PulsarClient.builder() + .serviceUrl(pulsarServiceUrl) + .build(); + } + // pulsar-client 2.4.0 loadConf有bug + producer = client.newProducer(Schema.STRING) + .topic(topic) + .loadConf(producerSettings) + .create(); + } + + @Override + protected void writeSingleRecordInternal(Row row) throws WriteRecordException { + // copy from kafka-writer + try { + Map map; + int arity = row.getArity(); + if (tableFields != null && tableFields.size() >= arity) { + map = new LinkedHashMap<>((arity << 2) / 3); + for (int i = 0; i < arity; i++) { + map.put(tableFields.get(i), org.apache.flink.util.StringUtils.arrayAwareToString(row.getField(i))); + } + } else { + if (arity == 1) { + Object obj = row.getField(0); + if (obj instanceof Map) { + map = (Map) obj; + } else if (obj instanceof String) { + map = jsonDecoder.decode(obj.toString()); + } else { + map = Collections.singletonMap("message", row.toString()); + } + } else { + map = Collections.singletonMap("message", row.toString()); + } + } + emit(map); + } catch (Throwable e) { + LOG.error("pulsar writeSingleRecordInternal error:{}", ExceptionUtil.getErrorMessage(e)); + throw new WriteRecordException(e.getMessage(), e); + } + } + + protected void emit(Map event) throws IOException { + producer.send(objectMapper.writeValueAsString(event)); + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + throw new UnsupportedOperationException(); + } + + @Override + public void closeInternal() throws IOException { + LOG.warn("pulsar output closeInternal."); + producer.close(); + } +} diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java new file mode 100644 index 0000000000..637a97e67a --- /dev/null +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java @@ -0,0 +1,39 @@ +package com.dtstack.flinkx.pulsar.writer; + +import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; + +import java.util.Map; + +/** + * @author: pierre + * @create: 2020/3/21 + */ +public class PulsarOutputFormatBuilder extends BaseRichOutputFormatBuilder { + + private PulsarOutputFormat format; + + public PulsarOutputFormatBuilder() { + super.format = format = new PulsarOutputFormat(); + } + + public void setTopic(String topic) { + format.topic = topic; + } + + public void setToken(String token) { + format.token = token; + } + + public void setPulsarServiceUrl(String pulsarServiceUrl) { + format.pulsarServiceUrl = pulsarServiceUrl; + } + + public void setProducerSettings(Map producerSettings) { + format.producerSettings = producerSettings; + } + + @Override + protected void checkFormat() { + + } +} diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java new file mode 100644 index 0000000000..ae84b857f1 --- /dev/null +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java @@ -0,0 +1,43 @@ +package com.dtstack.flinkx.pulsar.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.writer.BaseDataWriter; +import static com.dtstack.flinkx.pulsar.writer.Constants.*; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; + +import java.util.List; +import java.util.Map; + + +/** + * @author: pierre + * @create: 2020/3/21 + */ +public class PulsarWriter extends BaseDataWriter { + protected String topic; + protected String token; + protected String pulsarServiceUrl; + protected List tableFields; + protected Map producerSettings; + + public PulsarWriter(DataTransferConfig config){ + super(config); + topic = config.getJob().getContent().get(0).getWriter().getParameter().getStringVal(KEY_TOPIC); + token = config.getJob().getContent().get(0).getWriter().getParameter().getStringVal(KEY_TOKEN); + pulsarServiceUrl = config.getJob().getContent().get(0).getWriter().getParameter().getStringVal(KEY_PULSAR_SERVICE_URL); + producerSettings = (Map) config.getJob().getContent().get(0).getWriter().getParameter().getVal(KEY_PRODUCER_SETTINGS); + tableFields = (List)config.getJob().getContent().get(0).getWriter().getParameter().getVal(KEY_TABLE_FIELDS); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + PulsarOutputFormatBuilder builder = new PulsarOutputFormatBuilder(); + builder.setTopic(topic); + builder.setPulsarServiceUrl(pulsarServiceUrl); + builder.setProducerSettings(producerSettings); + builder.setToken(token); + return createOutput(dataSet, builder.finish()); + } +} diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/IDecode.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/IDecode.java new file mode 100644 index 0000000000..80ffe47276 --- /dev/null +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/IDecode.java @@ -0,0 +1,38 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + *

+ * http://www.apache.org/licenses/LICENSE-2.0 + *

+ * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pulsar.writer.decoder; + +import java.util.Map; + +/** + * Date: 2019/11/21 + * Company: www.dtstack.com + * + * @author tudou + */ +public interface IDecode { + + /** + * 解码给定的数据 + * + * @param message 待解码的内容 + * @return 解码后的数据 + */ + Map decode(String message); + +} diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/JsonDecoder.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/JsonDecoder.java new file mode 100644 index 0000000000..5efc3cf298 --- /dev/null +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/JsonDecoder.java @@ -0,0 +1,54 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + *

+ * http://www.apache.org/licenses/LICENSE-2.0 + *

+ * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pulsar.writer.decoder; + +import org.codehaus.jackson.map.ObjectMapper; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.Collections; +import java.util.Map; + +/** + * Date: 2019/11/21 + * Company: www.dtstack.com + * + * @author tudou + */ +public class JsonDecoder implements IDecode { + private static Logger LOG = LoggerFactory.getLogger(JsonDecoder.class); + + private static ObjectMapper objectMapper = new ObjectMapper(); + + private static final String KEY_MESSAGE = "message"; + + @Override + @SuppressWarnings("unchecked") + public Map decode(final String message) { + try { + Map event = objectMapper.readValue(message, Map.class); + if (!event.containsKey(KEY_MESSAGE)) { + event.put(KEY_MESSAGE, message); + } + return event; + } catch (Exception e) { + LOG.error(e.getMessage()); + return Collections.singletonMap(KEY_MESSAGE, message); + } + } +} diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/PlainDecoder.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/PlainDecoder.java new file mode 100644 index 0000000000..74961c83c1 --- /dev/null +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/PlainDecoder.java @@ -0,0 +1,36 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + *

+ * http://www.apache.org/licenses/LICENSE-2.0 + *

+ * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pulsar.writer.decoder; + +import java.util.Collections; +import java.util.Map; + +/** + * Date: 2019/11/21 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PlainDecoder implements IDecode { + + @Override + public Map decode(final String message) { + return Collections.singletonMap("message", message); + } + +} diff --git a/flinkx-pulsar/pom.xml b/flinkx-pulsar/pom.xml new file mode 100644 index 0000000000..09ae5b675a --- /dev/null +++ b/flinkx-pulsar/pom.xml @@ -0,0 +1,38 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-pulsar + pom + + flinkx-pulsar-writer + + + + 2.5.0 + + + + + org.apache.pulsar + pulsar-client + ${pulsar.version} + compile + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + + \ No newline at end of file diff --git a/pom.xml b/pom.xml index 7bfcd3cfad..dd8fb0c585 100644 --- a/pom.xml +++ b/pom.xml @@ -53,6 +53,7 @@ flinkx-kafka flinkx-emqx + flinkx-pulsar @@ -136,15 +137,15 @@ - - dev - - ${git.branch} - - - true - - + + + + + + + + + release From ab6399dc36cbfee38c95fab35b41bcd90f80ef43 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 15:10:07 +0800 Subject: [PATCH 027/136] add doc --- README.md | 395 +++++++------------------------------------------- README_CH.md | 74 ++++++++++ README_OLD.md | 365 ++++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 491 insertions(+), 343 deletions(-) create mode 100644 README_CH.md create mode 100644 README_OLD.md diff --git a/README.md b/README.md index 9ca081bb2c..1f10f74837 100644 --- a/README.md +++ b/README.md @@ -1,365 +1,74 @@ -## 技术交流 - * 招聘大数据平台开发工程师，想了解岗位详细信息可以添加本人微信号ysqwhiletrue,注明招聘，如有意者发送简历至sishu@dtstack.com - - * 可以搜索群号30537511或者扫描下面的二维码进入钉钉群 -

- -
- - -## 1 什么是FlinkX - -* **FlinkX是在是袋鼠云内部广泛使用的基于flink的分布式离线数据同步框架，实现了多种异构数据源之间高效的数据迁移。** - -不同的数据源头被抽象成不同的Reader插件，不同的数据目标被抽象成不同的Writer插件。理论上，FlinkX框架可以支持任意数据源类型的数据同步工作。作为一套生态系统，每接入一套新数据源该新加入的数据源即可实现和现有的数据源互通。 - -
- -
- -## 2 工作原理 - -在底层实现上，FlinkX依赖Flink，数据同步任务会被翻译成StreamGraph在Flink上执行，工作原理如下图： - -
- -
- -## 3 快速起步 - -### 3.1 运行模式 - -* 单机模式：对应Flink集群的单机模式 -* standalone模式：对应Flink集群的分布式模式 -* yarn模式：对应Flink集群的yarn模式 -* yarnPer模式: 对应Flink集群的Per-job模式 - - -### 3.2 执行环境 - -* Java: JDK8及以上 -* Flink集群: 1.4及以上（单机模式不需要安装Flink集群） -* 操作系统：理论上不限，但是目前只编写了shell启动脚本，用户可以可以参考shell脚本编写适合特定操作系统的启动脚本。 - -### 3.3 打包 +FlinkX +============ -进入项目根目录，使用maven打包： +[![License](https://img.shields.io/badge/license-Apache%202-4EB1BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html) -windows平台 -``` -mvn clean package -DskipTests -Prelease -DscriptType=bat -``` -unix平台 -``` -mvn clean package -DskipTests -Prelease -DscriptType=sh -``` +English | [中文](README_CH.md) -打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，plugins目录下存放编译好的数据同步插件包 +# Communication -### 3.4 启动 +- We are recruiting **Big data platform development engineers**.If you want more information about the position, please add WeChat ID [**ysqwhiletrue**] or email your resume to [sishu@dtstack.com](mailto:sishu@dtstack.com). -#### 3.4.1 命令行参数选项 - -* **model** - - * 描述：执行模式，也就是flink集群的工作模式 - * local: 本地模式 - * standalone: 独立部署模式的flink集群 - * yarn: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster" - * yarnPer: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" - * 必选：否 - * 默认值：local - -* **job** - - * 描述：数据同步任务描述文件的存放路径；该描述文件中使用json字符串存放任务信息。 - * 必选：是 - * 默认值：无 - -* **pluginRoot** - - * 描述：插件根目录地址，也就是打包后产生的pluginRoot目录。 - * 必选：是 - * 默认值：无 - -* **flinkconf** - - * 描述：flink配置文件所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.8.1/conf - * 必选：否 - * 默认值：无 - -* **yarnconf** +- We use [DingTalk](https://www.dingtalk.com/) to communicate,You can search the group number [**30537511**] or scan the QR code below to join the communication group - * 描述：Hadoop配置文件（包括hdfs和yarn）所在的目录（单机模式下不需要），如/hadoop/etc/hadoop - * 必选：否 - * 默认值：无 - -* **flinkLibJar** - - * 描述：flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.8.1/lib - * 必选：否 - * 默认值：无 - -* **confProp** - - * 描述：flink相关参数，如{\"flink.checkpoint.interval\":200000} - * 必选：否 - * 默认值：无 - -* **queue** - - * 描述：yarn队列，如default - * 必选：否 - * 默认值：无 - -* **pluginLoadMode** - - * 描述：yarnPer模式插件加载方式： - * classpath：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快 - * shipfile：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 - * 必选：否 - * 默认值：classpath - -#### 3.4.2 启动数据同步任务 - -* **以本地模式启动数据同步任务** - -``` -bin/flinkx -mode local \ - -job /Users/softfly/company/flink-data-transfer/jobs/task_to_run.json \ - -plugin /Users/softfly/company/flink-data-transfer/plugins \ - -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ - -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* -``` - -* **以standalone模式启动数据同步任务** - -``` -bin/flinkx -mode standalone \ - -job /Users/softfly/company/flink-data-transfer/jobs/oracle_to_oracle.json \ - -plugin /Users/softfly/company/flink-data-transfer/plugins \ - -flinkconf /hadoop/flink-1.4.0/conf \ - -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ - -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* -``` - -* **以yarn模式启动数据同步任务** - -``` -bin/flinkx -mode yarn \ - -job /Users/softfly/company/flinkx/jobs/mysql_to_mysql.json \ - -plugin /opt/dtstack/flinkplugin/syncplugin \ - -flinkconf /opt/dtstack/myconf/conf \ - -yarnconf /opt/dtstack/myconf/hadoop \ - -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ - -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* -``` - -* **以perjob模式启动数据同步任务** - -``` -bin/flinkx -mode yarnPer \ - -job /test.json \ - -pluginRoot /opt/dtstack/syncplugin \ - -flinkconf /opt/dtstack/flink-1.8.1/conf \ - -yarnconf /opt/dtstack/hadoop-2.7.3/etc/hadoop \ - -flinkLibJar /opt/dtstack/flink-1.8.1/lib \ - -confProp {\"flink.checkpoint.interval\":200000} \ - -queue c -pluginLoadMode classpath -``` - -## 4 数据同步任务模版 - -从最高空俯视，一个数据同步的构成很简单，如下： - -``` -{ - "job": { - "setting": {...}, - "content": [...] - } -} -``` - -数据同步任务包括一个job元素，而这个元素包括setting和content两部分。 - -* setting: 用于配置限速、错误控制和脏数据管理 -* content: 用于配置具体任务信息，包括从哪里来（Reader插件信息），到哪里去（Writer插件信息） - -### 4.1 setting - -``` - "setting": { - "speed": {...}, - "errorLimit": {...}, - "dirty": {...} - } -``` - -setting包括speed、errorLimit和dirty三部分，分别描述限速、错误控制和脏数据管理的配置信息 - -#### 4.1.1 speed - -``` -"speed": { - "bytes": 1048576, - "channel": 2, - "rebalance": false, - "readerChannel": 1, - "writerChannel": 1 -} -``` - -* channel：任务并发数 -* readerChannel：reader的并发数，配置此参数时会覆盖channel配置的并发数，不配置或配置为-1时将使用channel配置的并发数作为reader的并发数。 -* writerChannel：writer的并发数，配置此参数时会覆盖channel配置的并发数，不配置或配置为-1时将使用channel配置的并发数作为writer的并发数。 -* rebalance：此参数配置为true时将强制对reader的数据做Rebalance，不配置此参数或者配置为false时，程序会根据reader和writer的通道数选择是否Rebalance，reader和writer的通道数一致时不使用Reblance，通道数不一致时使用Reblance。 -* bytes:：每秒字节数，默认为 Long.MAX_VALUE - -#### 4.1.2 errorLimit - -``` - "errorLimit": { - "record": 10000, - "percentage": 100 - } -``` - -* record: 出错记录数超过record设置的条数时，任务标记为失败 -* percentage: 当出错记录数超过percentage百分数时，任务标记为失败 - -#### 4.1.3 dirty - -``` - "dirty": { - "path": "/tmp", - "hadoopConfig": { - "fs.default.name": "hdfs://ns1", - "dfs.nameservices": "ns1", - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.ha.automatic-failover.enabled": "true", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "fs.hdfs.impl.disable.cache": "true" - } - } -``` - -* path: 脏数据存放路径 -* hadoopConfig: 脏数据存放路径对应hdfs的配置信息(hdfs高可用配置) - -#### 4.1.4 restore - -``` -"restore": { - - "isRestore": false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - } -``` - -restore配置请参考[断点续传](docs/restore.md) - -#### 4.1.5 log - -``` -"log" : { - "isLogger": true, - "level" : "warn", - "path" : "/opt/log/", - "pattern":"" - } -``` -* isLogger: 日志是否保存到磁盘, `true`: 是; `false`(默认): 否; -* level: 日志输出级别, `trace`, `debug`, `info`(默认), `warn`, `error`; -* path: 日志保存路径, 默认为`/tmp/dtstack/flinkx/`, 日志名称为当前flink任务的jobID，如: `97501729f8c44c260d889d099968cc74.log` -* pattern: 日志输出格式 - * log4j默认格式为: `%d{yyyy-MM-dd HH:mm:ss.SSS} [%thread] %-5level %logger{60} %X{sourceThread} - %msg%n`; - * logback默认格式为: `%d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n` - -注意：该日志记录功能只会记录`com.dtstack`包下的输出日志, 如需变更，可修改类参数`DtLogger.LOGGER_NAME`。 - -### 4.2 content +
+ +
-``` - "content": [ - { - "reader": { - "name": "...", - "parameter": { - ... - } - }, - "writer": { - "name": "...", - "parameter": { - ... - } - } - } - ] -``` +# Introduction -* reader: 用于读取数据的插件的信息 -* writer: 用于写入数据的插件的信息 +FlinkX is a data synchronization tool based on Flink. FlinkX can collect static data, such as MySQL, HDFS, etc, as well as real-time changing data, such as MySQL binlog, Kafka, etc. FlinkX currently includes the following features: -reader和writer包括name和parameter，分别表示插件名称和插件参数 +- Most plugins support concurrent reading and writing of data, which can greatly improve the speed of reading and writing; -### 4.3 数据同步任务例子 +- Some plug-ins support the function of failure recovery, which can restore tasks from the failed location and save running time; [失败恢复](docs/restore.md) -详见flinkx-examples子工程 +- The Reader plugin for relational databases supports interval polling. It can continuously collect changing data; [Interval Polling](docs/rdbreader.md) -## 5. 数据同步插件 +- Some databases support opening Kerberos security authentication; [Kerberos](docs/kerberos.md) -### 5.1 读取插件 +- You can limit the reading speed of Reader plugins and reduce the impact on business databases; -* [关系数据库读取插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix)](docs/rdbreader.md) -* [分库分表读取插件](docs/rdbdreader.md) -* [HDFS读取插件](docs/hdfsreader.md) -* [HBase读取插件](docs/hbasereader.md) -* [Elasticsearch读取插件](docs/esreader.md) -* [Ftp读取插件](docs/ftpreader.md) -* [Odps读取插件](docs/odpsreader.md) -* [MongoDB读取插件](docs/mongodbreader.md) -* [Stream读取插件](docs/streamreader.md) -* [Carbondata读取插件](docs/carbondatareader.md) -* [MySQL binlog读取插件](docs/binlog.md) -* [KafKa读取插件](docs/kafkareader.md) -* [Kudu读取插件](docs/kudureader.md) -* [Cassandra读取插件](docs/cassandrareader.md) -* [Emqx读取插件](docs/emqxreader.md) +- 可以记录writer插件写数据时产生的脏数据； -### 5.2 写入插件 +- 可以限制脏数据的最大数量； -* [关系数据库写入插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix)](docs/rdbwriter.md) -* [HDFS写入插件](docs/hdfswriter.md) -* [HBase写入插件](docs/hbasewriter.md) -* [Elasticsearch写入插件](docs/eswriter.md) -* [Ftp写入插件](docs/ftpwriter.md) -* [Odps写入插件](docs/odpswriter.md) -* [MongoDB写入插件](docs/mongodbwriter.md) -* [Redis写入插件](docs/rediswriter.md) -* [Stream写入插件](docs/streamwriter.md) -* [Carbondata写入插件](docs/carbondatawriter.md) -* [Kafka写入插件](docs/kafkawriter.md) -* [Hive写入插件](docs/hivewriter.md) -* [Kudu写入插件](docs/kuduwriter.md) -* [Cassandra写入插件](docs/cassandrawriter.md) -* [Emqx写入插件](docs/emqxwriter.md) +- 支持多种运行模式； -[断点续传和实时采集功能介绍](docs/restore.md) +FlinkX supports rich data source types such as SQL databases, NoSQL databases, and so on -[数据源开启Kerberos](docs/kerberos.md) +| | Database Type | Reader | Writer | +|:----------------------:|:-------------:|:------:|:------:| +| Batch Synchronization | MySQL | √ | √ | +| | Oracle | √ | √ | +| | SqlServer | √ | √ | +| | PostgreSQL | √ | √ | +| | DB2 | √ | √ | +| | GBase | √ | √ | +| | ClickHouse | √ | √ | +| | PolarDB | √ | √ | +| | SAP Hana | √ | √ | +| | Teradata | √ | √ | +| | Phoenix | √ | √ | +| | Cassandra | √ | √ | +| | ODPS | √ | √ | +| | HBase | √ | √ | +| | MongoDB | √ | √ | +| | Kudu | √ | √ | +| | ElasticSearch | √ | √ | +| | FTP | √ | √ | +| | HDFS | √ | √ | +| | Carbondata | √ | √ | +| | Redis | √ | | +| | Hive | | √ | +| Stream Synchronization | Kafka | √ | √ | +| | EMQX | √ | √ | +| | MySQL Binlog | √ | | -[统计指标说明](docs/statistics.md) +# Documentation -## 6.版本说明 +[Documentation](https://github.com/DTStack/flinkx/wiki) | [Old Documentation](README_OLD.md) - 1.flinkx的分支版本跟flink的版本对应，比如：flinkx v1.5.0 对应 flink1.5.0,版本说明： +# License -| 插件版本 | flink版本 | -| ----- | ------- | -| 1.5.x | 1.5.4 | -| 1.8.x | 1.8.1 | +FlinkX is under the Apache 2.0 license. See the [LICENSE](http://www.apache.org/licenses/LICENSE-2.0) file for details. diff --git a/README_CH.md b/README_CH.md new file mode 100644 index 0000000000..3cc37d26d3 --- /dev/null +++ b/README_CH.md @@ -0,0 +1,74 @@ +FlinkX +============ + +[![License](https://img.shields.io/badge/license-Apache%202-4EB1BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html) + +[English](README.md) | 中文 + +# 技术交流 + +- 招聘**大数据平台开发工程师**，想了解岗位详细信息可以添加本人微信号ysqwhiletrue，注明招聘，如有意者发送简历至[sishu@dtstack.com](mailto:sishu@dtstack.com) + +- 我们使用[钉钉](https://www.dingtalk.com/)沟通交流，可以搜索群号[**30537511**]或者扫描下面的二维码进入钉钉群 + +
+ +
+ +# 介绍 + +FlinkX是一个基于Flink的批流统一的数据同步工具，既可以采集静态的数据，比如MySQL，HDFS等，也可以采集实时变化的数据，比如MySQL binlog，Kafka等。FlinkX目前包含下面这些特性： + +- 大部分插件支持并发读写数据，可以大幅度提高读写速度； + +- 部分插件支持失败恢复的功能，可以从失败的位置恢复任务，节约运行时间；[失败恢复](docs/restore.md) + +- 关系数据库的读取支持间隔轮询功能，可以持续不断的采集变化的数据；[间隔轮询](docs/rdbreader.md) + +- 部分数据库支持开启Kerberos安全认证；[Kerberos](docs/kerberos.md) + +- 可以限制reader的读取速度，降低对业务数据库的影响； + +- 可以记录writer插件写数据时产生的脏数据； + +- 可以限制脏数据的最大数量； + +- 支持多种运行模式； + +FlinkX目前支持下面这些数据库： + +| | 数据源类型 | Reader | Writer | +|:----:|:-------------:|:------:|:------:| +| 离线同步 | MySQL | √ | √ | +| | Oracle | √ | √ | +| | SqlServer | √ | √ | +| | PostgreSQL | √ | √ | +| | DB2 | √ | √ | +| | GBase | √ | √ | +| | ClickHouse | √ | √ | +| | PolarDB | √ | √ | +| | SAP Hana | √ | √ | +| | Teradata | √ | √ | +| | Phoenix | √ | √ | +| | Cassandra | √ | √ | +| | ODPS | √ | √ | +| | HBase | √ | √ | +| | MongoDB | √ | √ | +| | Kudu | √ | √ | +| | ElasticSearch | √ | √ | +| | FTP | √ | √ | +| | HDFS | √ | √ | +| | Carbondata | √ | √ | +| | Redis | √ | | +| | Hive | | √ | +| 实时采集 | Kafka | √ | √ | +| | EMQX | √ | √ | +| | MySQL Binlog | √ | | + +# 参考文档 + +[参考文档](https://github.com/DTStack/flinkx/wiki) | [旧文档](README_OLD.md) + +# License + +FlinkX is under the Apache 2.0 license. See the [LICENSE](http://www.apache.org/licenses/LICENSE-2.0) file for details. diff --git a/README_OLD.md b/README_OLD.md new file mode 100644 index 0000000000..9ca081bb2c --- /dev/null +++ b/README_OLD.md @@ -0,0 +1,365 @@ +## 技术交流 + * 招聘大数据平台开发工程师，想了解岗位详细信息可以添加本人微信号ysqwhiletrue,注明招聘，如有意者发送简历至sishu@dtstack.com + + * 可以搜索群号30537511或者扫描下面的二维码进入钉钉群 +
+ +
+ + +## 1 什么是FlinkX + +* **FlinkX是在是袋鼠云内部广泛使用的基于flink的分布式离线数据同步框架，实现了多种异构数据源之间高效的数据迁移。** + +不同的数据源头被抽象成不同的Reader插件，不同的数据目标被抽象成不同的Writer插件。理论上，FlinkX框架可以支持任意数据源类型的数据同步工作。作为一套生态系统，每接入一套新数据源该新加入的数据源即可实现和现有的数据源互通。 + +
+ +
+ +## 2 工作原理 + +在底层实现上，FlinkX依赖Flink，数据同步任务会被翻译成StreamGraph在Flink上执行，工作原理如下图： + +
+ +
+ +## 3 快速起步 + +### 3.1 运行模式 + +* 单机模式：对应Flink集群的单机模式 +* standalone模式：对应Flink集群的分布式模式 +* yarn模式：对应Flink集群的yarn模式 +* yarnPer模式: 对应Flink集群的Per-job模式 + + +### 3.2 执行环境 + +* Java: JDK8及以上 +* Flink集群: 1.4及以上（单机模式不需要安装Flink集群） +* 操作系统：理论上不限，但是目前只编写了shell启动脚本，用户可以可以参考shell脚本编写适合特定操作系统的启动脚本。 + +### 3.3 打包 + +进入项目根目录，使用maven打包： + +windows平台 +``` +mvn clean package -DskipTests -Prelease -DscriptType=bat +``` +unix平台 +``` +mvn clean package -DskipTests -Prelease -DscriptType=sh +``` + +打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，plugins目录下存放编译好的数据同步插件包 + +### 3.4 启动 + +#### 3.4.1 命令行参数选项 + +* **model** + + * 描述：执行模式，也就是flink集群的工作模式 + * local: 本地模式 + * standalone: 独立部署模式的flink集群 + * yarn: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster" + * yarnPer: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" + * 必选：否 + * 默认值：local + +* **job** + + * 描述：数据同步任务描述文件的存放路径；该描述文件中使用json字符串存放任务信息。 + * 必选：是 + * 默认值：无 + +* **pluginRoot** + + * 描述：插件根目录地址，也就是打包后产生的pluginRoot目录。 + * 必选：是 + * 默认值：无 + +* **flinkconf** + + * 描述：flink配置文件所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.8.1/conf + * 必选：否 + * 默认值：无 + +* **yarnconf** + + * 描述：Hadoop配置文件（包括hdfs和yarn）所在的目录（单机模式下不需要），如/hadoop/etc/hadoop + * 必选：否 + * 默认值：无 + +* **flinkLibJar** + + * 描述：flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.8.1/lib + * 必选：否 + * 默认值：无 + +* **confProp** + + * 描述：flink相关参数，如{\"flink.checkpoint.interval\":200000} + * 必选：否 + * 默认值：无 + +* **queue** + + * 描述：yarn队列，如default + * 必选：否 + * 默认值：无 + +* **pluginLoadMode** + + * 描述：yarnPer模式插件加载方式： + * classpath：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快 + * shipfile：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 + * 必选：否 + * 默认值：classpath + +#### 3.4.2 启动数据同步任务 + +* **以本地模式启动数据同步任务** + +``` +bin/flinkx -mode local \ + -job /Users/softfly/company/flink-data-transfer/jobs/task_to_run.json \ + -plugin /Users/softfly/company/flink-data-transfer/plugins \ + -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ + -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* +``` + +* **以standalone模式启动数据同步任务** + +``` +bin/flinkx -mode standalone \ + -job /Users/softfly/company/flink-data-transfer/jobs/oracle_to_oracle.json \ + -plugin /Users/softfly/company/flink-data-transfer/plugins \ + -flinkconf /hadoop/flink-1.4.0/conf \ + -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ + -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* +``` + +* **以yarn模式启动数据同步任务** + +``` +bin/flinkx -mode yarn \ + -job /Users/softfly/company/flinkx/jobs/mysql_to_mysql.json \ + -plugin /opt/dtstack/flinkplugin/syncplugin \ + -flinkconf /opt/dtstack/myconf/conf \ + -yarnconf /opt/dtstack/myconf/hadoop \ + -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ + -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* +``` + +* **以perjob模式启动数据同步任务** + +``` +bin/flinkx -mode yarnPer \ + -job /test.json \ + -pluginRoot /opt/dtstack/syncplugin \ + -flinkconf /opt/dtstack/flink-1.8.1/conf \ + -yarnconf /opt/dtstack/hadoop-2.7.3/etc/hadoop \ + -flinkLibJar /opt/dtstack/flink-1.8.1/lib \ + -confProp {\"flink.checkpoint.interval\":200000} \ + -queue c -pluginLoadMode classpath +``` + +## 4 数据同步任务模版 + +从最高空俯视，一个数据同步的构成很简单，如下： + +``` +{ + "job": { + "setting": {...}, + "content": [...] + } +} +``` + +数据同步任务包括一个job元素，而这个元素包括setting和content两部分。 + +* setting: 用于配置限速、错误控制和脏数据管理 +* content: 用于配置具体任务信息，包括从哪里来（Reader插件信息），到哪里去（Writer插件信息） + +### 4.1 setting + +``` + "setting": { + "speed": {...}, + "errorLimit": {...}, + "dirty": {...} + } +``` + +setting包括speed、errorLimit和dirty三部分，分别描述限速、错误控制和脏数据管理的配置信息 + +#### 4.1.1 speed + +``` +"speed": { + "bytes": 1048576, + "channel": 2, + "rebalance": false, + "readerChannel": 1, + "writerChannel": 1 +} +``` + +* channel：任务并发数 +* readerChannel：reader的并发数，配置此参数时会覆盖channel配置的并发数，不配置或配置为-1时将使用channel配置的并发数作为reader的并发数。 +* writerChannel：writer的并发数，配置此参数时会覆盖channel配置的并发数，不配置或配置为-1时将使用channel配置的并发数作为writer的并发数。 +* rebalance：此参数配置为true时将强制对reader的数据做Rebalance，不配置此参数或者配置为false时，程序会根据reader和writer的通道数选择是否Rebalance，reader和writer的通道数一致时不使用Reblance，通道数不一致时使用Reblance。 +* bytes:：每秒字节数，默认为 Long.MAX_VALUE + +#### 4.1.2 errorLimit + +``` + "errorLimit": { + "record": 10000, + "percentage": 100 + } +``` + +* record: 出错记录数超过record设置的条数时，任务标记为失败 +* percentage: 当出错记录数超过percentage百分数时，任务标记为失败 + +#### 4.1.3 dirty + +``` + "dirty": { + "path": "/tmp", + "hadoopConfig": { + "fs.default.name": "hdfs://ns1", + "dfs.nameservices": "ns1", + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", + "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", + "dfs.ha.automatic-failover.enabled": "true", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "fs.hdfs.impl.disable.cache": "true" + } + } +``` + +* path: 脏数据存放路径 +* hadoopConfig: 脏数据存放路径对应hdfs的配置信息(hdfs高可用配置) + +#### 4.1.4 restore + +``` +"restore": { + + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } +``` + +restore配置请参考[断点续传](docs/restore.md) + +#### 4.1.5 log + +``` +"log" : { + "isLogger": true, + "level" : "warn", + "path" : "/opt/log/", + "pattern":"" + } +``` +* isLogger: 日志是否保存到磁盘, `true`: 是; `false`(默认): 否; +* level: 日志输出级别, `trace`, `debug`, `info`(默认), `warn`, `error`; +* path: 日志保存路径, 默认为`/tmp/dtstack/flinkx/`, 日志名称为当前flink任务的jobID，如: `97501729f8c44c260d889d099968cc74.log` +* pattern: 日志输出格式 + * log4j默认格式为: `%d{yyyy-MM-dd HH:mm:ss.SSS} [%thread] %-5level %logger{60} %X{sourceThread} - %msg%n`; + * logback默认格式为: `%d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n` + +注意：该日志记录功能只会记录`com.dtstack`包下的输出日志, 如需变更，可修改类参数`DtLogger.LOGGER_NAME`。 + +### 4.2 content + +``` + "content": [ + { + "reader": { + "name": "...", + "parameter": { + ... + } + }, + "writer": { + "name": "...", + "parameter": { + ... + } + } + } + ] +``` + +* reader: 用于读取数据的插件的信息 +* writer: 用于写入数据的插件的信息 + +reader和writer包括name和parameter，分别表示插件名称和插件参数 + +### 4.3 数据同步任务例子 + +详见flinkx-examples子工程 + +## 5. 数据同步插件 + +### 5.1 读取插件 + +* [关系数据库读取插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix)](docs/rdbreader.md) +* [分库分表读取插件](docs/rdbdreader.md) +* [HDFS读取插件](docs/hdfsreader.md) +* [HBase读取插件](docs/hbasereader.md) +* [Elasticsearch读取插件](docs/esreader.md) +* [Ftp读取插件](docs/ftpreader.md) +* [Odps读取插件](docs/odpsreader.md) +* [MongoDB读取插件](docs/mongodbreader.md) +* [Stream读取插件](docs/streamreader.md) +* [Carbondata读取插件](docs/carbondatareader.md) +* [MySQL binlog读取插件](docs/binlog.md) +* [KafKa读取插件](docs/kafkareader.md) +* [Kudu读取插件](docs/kudureader.md) +* [Cassandra读取插件](docs/cassandrareader.md) +* [Emqx读取插件](docs/emqxreader.md) + +### 5.2 写入插件 + +* [关系数据库写入插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix)](docs/rdbwriter.md) +* [HDFS写入插件](docs/hdfswriter.md) +* [HBase写入插件](docs/hbasewriter.md) +* [Elasticsearch写入插件](docs/eswriter.md) +* [Ftp写入插件](docs/ftpwriter.md) +* [Odps写入插件](docs/odpswriter.md) +* [MongoDB写入插件](docs/mongodbwriter.md) +* [Redis写入插件](docs/rediswriter.md) +* [Stream写入插件](docs/streamwriter.md) +* [Carbondata写入插件](docs/carbondatawriter.md) +* [Kafka写入插件](docs/kafkawriter.md) +* [Hive写入插件](docs/hivewriter.md) +* [Kudu写入插件](docs/kuduwriter.md) +* [Cassandra写入插件](docs/cassandrawriter.md) +* [Emqx写入插件](docs/emqxwriter.md) + +[断点续传和实时采集功能介绍](docs/restore.md) + +[数据源开启Kerberos](docs/kerberos.md) + +[统计指标说明](docs/statistics.md) + +## 6.版本说明 + + 1.flinkx的分支版本跟flink的版本对应，比如：flinkx v1.5.0 对应 flink1.5.0,版本说明： + +| 插件版本 | flink版本 | +| ----- | ------- | +| 1.5.x | 1.5.4 | +| 1.8.x | 1.8.1 | From 88be7c04b27e6a1ade0eb6c27475f510704ea9c8 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 16:05:31 +0800 Subject: [PATCH 028/136] add docs --- README.md | 12 +- README_CH.md | 2 +- README_OLD.md | 6 +- flinkx-core/pom.xml | 1 + .../com/dtstack/flinkx/dm/DmDatabaseMeta.java | 4 +- .../flinkx/dm/format/DmInputFormat.java | 10 +- .../flinkx/hive/writer/HiveOutputFormat.java | 4 +- .../oracle/format/OracleOutputFormat.java | 2 +- .../oraclelogminer/util/LogMinerUtil.java | 0 flinkx-test/pom.xml | 442 ------------------ .../com/dtstack/flinkx/test/LocalTest.java | 304 ------------ .../flinkx/test/PluginNameConstrant.java | 80 ---- .../resources/dev_test_job/es_stream.json | 76 --- .../dev_test_job/gbase_template.json | 74 --- .../resources/dev_test_job/hdfs_stream.json | 64 --- .../dev_test_job/kudu_reader_template.json | 46 -- .../dev_test_job/kudu_writer_template.json | 59 --- .../resources/dev_test_job/perJob_test.json | 35 -- .../resources/dev_test_job/stream_es.json | 76 --- .../resources/dev_test_job/stream_hdfs.json | 247 ---------- .../dev_test_job/stream_template.json | 1 - pom.xml | 44 +- 22 files changed, 22 insertions(+), 1567 deletions(-) delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/LogMinerUtil.java delete mode 100644 flinkx-test/pom.xml delete mode 100644 flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java delete mode 100644 flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java delete mode 100644 flinkx-test/src/main/resources/dev_test_job/es_stream.json delete mode 100644 flinkx-test/src/main/resources/dev_test_job/gbase_template.json delete mode 100644 flinkx-test/src/main/resources/dev_test_job/hdfs_stream.json delete mode 100644 flinkx-test/src/main/resources/dev_test_job/kudu_reader_template.json delete mode 100644 flinkx-test/src/main/resources/dev_test_job/kudu_writer_template.json delete mode 100644 flinkx-test/src/main/resources/dev_test_job/perJob_test.json delete mode 100644 flinkx-test/src/main/resources/dev_test_job/stream_es.json delete mode 100644 flinkx-test/src/main/resources/dev_test_job/stream_hdfs.json delete mode 100644 flinkx-test/src/main/resources/dev_test_job/stream_template.json diff --git a/README.md b/README.md index 1f10f74837..c4f16a5536 100644 --- a/README.md +++ b/README.md @@ -21,21 +21,21 @@ FlinkX is a data synchronization tool based on Flink. FlinkX can collect static - Most plugins support concurrent reading and writing of data, which can greatly improve the speed of reading and writing; -- Some plug-ins support the function of failure recovery, which can restore tasks from the failed location and save running time; [失败恢复](docs/restore.md) +- Some plug-ins support the function of failure recovery, which can restore tasks from the failed location and save running time; [Failure Recovery](docs/restore.md) - The Reader plugin for relational databases supports interval polling. It can continuously collect changing data; [Interval Polling](docs/rdbreader.md) - Some databases support opening Kerberos security authentication; [Kerberos](docs/kerberos.md) -- You can limit the reading speed of Reader plugins and reduce the impact on business databases; +- Limit the reading speed of Reader plugins and reduce the impact on business databases; -- 可以记录writer插件写数据时产生的脏数据； +- Save the dirty data when writing data; -- 可以限制脏数据的最大数量； +- Limit the maximum number of dirty data; -- 支持多种运行模式； +- Multiple running modes: Local,Standalone,Yarn Session,Yarn Per; -FlinkX supports rich data source types such as SQL databases, NoSQL databases, and so on +The following databases are currently supported: | | Database Type | Reader | Writer | |:----------------------:|:-------------:|:------:|:------:| diff --git a/README_CH.md b/README_CH.md index 3cc37d26d3..2433d48876 100644 --- a/README_CH.md +++ b/README_CH.md @@ -23,7 +23,7 @@ FlinkX是一个基于Flink的批流统一的数据同步工具，既可以采集 - 部分插件支持失败恢复的功能，可以从失败的位置恢复任务，节约运行时间；[失败恢复](docs/restore.md) -- 关系数据库的读取支持间隔轮询功能，可以持续不断的采集变化的数据；[间隔轮询](docs/rdbreader.md) +- 关系数据库的Reader插件支持间隔轮询功能，可以持续不断的采集变化的数据；[间隔轮询](docs/rdbreader.md) - 部分数据库支持开启Kerberos安全认证；[Kerberos](docs/kerberos.md) diff --git a/README_OLD.md b/README_OLD.md index 9ca081bb2c..bb267a0010 100644 --- a/README_OLD.md +++ b/README_OLD.md @@ -47,11 +47,11 @@ windows平台 ``` -mvn clean package -DskipTests -Prelease -DscriptType=bat +mvn clean package -DskipTests -DscriptType=bat ``` unix平台 ``` -mvn clean package -DskipTests -Prelease -DscriptType=sh +mvn clean package -DskipTests -DscriptType=sh ``` 打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，plugins目录下存放编译好的数据同步插件包 @@ -315,7 +315,7 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 ### 5.1 读取插件 -* [关系数据库读取插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix)](docs/rdbreader.md) +* [关系数据库读取插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix,达梦)](docs/rdbreader.md) * [分库分表读取插件](docs/rdbdreader.md) * [HDFS读取插件](docs/hdfsreader.md) * [HBase读取插件](docs/hbasereader.md) diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index ce08bcc3e4..08d35429c9 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -169,6 +169,7 @@ exec-maven-plugin org.codehaus.mojo + 1.6.0 Version Calculation diff --git a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java index 4247c793b3..3c4d2883dc 100644 --- a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java +++ b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java @@ -66,12 +66,12 @@ public String getDriverClass() { } @Override - public String getSQLQueryFields(String tableName) { + public String getSqlQueryFields(String tableName) { return "SELECT * FROM " + tableName + " LIMIT 1"; } @Override - public String getSQLQueryColumnFields(List column, String table) { + public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 1"; } diff --git a/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java b/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java index 8d08d9d886..8a114752f1 100644 --- a/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java +++ b/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java @@ -19,13 +19,13 @@ import com.dtstack.flinkx.enums.ColumnType; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; -import com.dtstack.flinkx.rdb.util.DBUtil; +import com.dtstack.flinkx.rdb.util.DbUtil; import org.apache.flink.types.Row; import java.io.IOException; import java.sql.Timestamp; -import static com.dtstack.flinkx.rdb.util.DBUtil.clobToString; +import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; /** * Date: 2020/03/18 @@ -69,9 +69,9 @@ public Row nextRecordInternal(Row row) throws IOException { @Override protected String getTimeStr(Long location, String incrementColType){ String timeStr; - Timestamp ts = new Timestamp(DBUtil.getMillis(location)); - ts.setNanos(DBUtil.getNanos(location)); - timeStr = DBUtil.getNanosTimeStr(ts.toString()); + Timestamp ts = new Timestamp(DbUtil.getMillis(location)); + ts.setNanos(DbUtil.getNanos(location)); + timeStr = DbUtil.getNanosTimeStr(ts.toString()); if(ColumnType.TIMESTAMP.name().equals(incrementColType)){ timeStr = String.format("TO_TIMESTAMP('%s','YYYY-MM-DD HH24:MI:SS:FF6')",timeStr); diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java index aa180b0437..217163c261 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java @@ -251,14 +251,14 @@ private Pair getHdfsOutputFormat(String tablePa return new Pair(outputFormat, tableInfo); } - private BaseHdfsOutputFormat createHdfsOutputFormat(TableInfo tableInfo, String path) { + private BaseHdfsOutputFormat createHdfsOutputFormat(TableInfo tableInfo, String path, String hiveTablePath) { try { HdfsOutputFormatBuilder hdfsOutputFormatBuilder = this.getHdfsOutputFormatBuilder(); hdfsOutputFormatBuilder.setPath(path); hdfsOutputFormatBuilder.setColumnNames(tableInfo.getColumns()); hdfsOutputFormatBuilder.setColumnTypes(tableInfo.getColumnTypes()); - BaseHdfsOutputFormat outputFormat = (HdfsOutputFormat) hdfsOutputFormatBuilder.finish(); + BaseHdfsOutputFormat outputFormat = (BaseHdfsOutputFormat) hdfsOutputFormatBuilder.finish(); outputFormat.setFormatId(hiveTablePath); outputFormat.setDirtyDataManager(dirtyDataManager); outputFormat.setErrorLimiter(errorLimiter); diff --git a/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java b/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java index 7b3e34ba7f..ed77a77ea4 100644 --- a/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java +++ b/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java @@ -79,7 +79,7 @@ protected List probeFullColumns(String table, Connection dbConn) throws @Override protected Map> probePrimaryKeys(String table, Connection dbConn) throws SQLException { Map> map = new HashMap<>(16); - PreparedStatement ps = dbConn.prepareStatement(String.format(GET_ORACLE_INDEX_SQL,table)); + PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL,table)); ResultSet rs = ps.executeQuery(); while(rs.next()) { diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/LogMinerUtil.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/LogMinerUtil.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml deleted file mode 100644 index 9d8440190e..0000000000 --- a/flinkx-test/pom.xml +++ /dev/null @@ -1,442 +0,0 @@ - - - - flinkx-all - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-test - - - 1.8.1 - 0.3.0 - - - - - - ch.qos.logback - logback-classic - 1.1.7 - - - - com.google.guava - guava - 19.0 - - - - ch.qos.logback - logback-classic - 1.1.7 - - - - com.google.code.gson - gson - 2.7 - - - - hadoop-mapreduce-client-core - org.apache.hadoop - ${hadoop.version} - - - - hadoop-common - org.apache.hadoop - ${hadoop.version} - - - - hadoop-hdfs - org.apache.hadoop - ${hadoop.version} - - - - org.apache.flink - flink-metrics-core - 1.8.1 - - - - org.apache.flink - flink-metrics-prometheus_2.11 - ${flink.version} - - - - io.prometheus - simpleclient - ${prometheus.version} - - - - io.prometheus - simpleclient_httpserver - ${prometheus.version} - - - - io.prometheus - simpleclient_pushgateway - ${prometheus.version} - - - - com.dtstack.flinkx - flinkx-core - 1.6 - - - com.dtstack.flinkx - flinkx-stream-reader - 1.6 - - - com.dtstack.flinkx - flinkx-stream-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-carbondata-reader - 1.6 - - - com.dtstack.flinkx - flinkx-carbondata-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-db2-reader - 1.6 - - - com.dtstack.flinkx - flinkx-db2-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-es-reader - 1.6 - - - com.dtstack.flinkx - flinkx-es-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-ftp-reader - 1.6 - - - com.dtstack.flinkx - flinkx-ftp-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-hbase-reader - 1.6 - - - com.dtstack.flinkx - flinkx-hbase-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-hdfs-reader - 1.6 - - - com.dtstack.flinkx - flinkx-hdfs-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-mongodb-reader - 1.6 - - - com.dtstack.flinkx - flinkx-mongodb-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-mysql-reader - 1.6 - - - com.dtstack.flinkx - flinkx-mysql-dreader - 1.6 - - - com.dtstack.flinkx - flinkx-mysql-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-odps-reader - 1.6 - - - com.dtstack.flinkx - flinkx-odps-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-oracle-reader - 1.6 - - - com.dtstack.flinkx - flinkx-oracle-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-postgresql-reader - 1.6 - - - com.dtstack.flinkx - flinkx-postgresql-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-sqlserver-reader - 1.6 - - - com.dtstack.flinkx - flinkx-sqlserver-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-redis-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-rdb-core - 1.6 - - - - com.dtstack.flinkx - flinkx-rdb-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-rdb-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-gbase-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-gbase-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-binlog-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-hive-writer - 1.6 - - - - org.apache.hive - hive-serde - 2.1.0 - - - - com.dtstack.flinkx - flinkx-kafka11-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-kafka11-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-kafka10-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-kafka10-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-kafka09-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-kafka09-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-kudu-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-kudu-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-kafka-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-kafka-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-clickhouse-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-clickhouse-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-polardb-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-polardb-writer - 1.6 - - - - com.dtstack.flinkx - flinkx-phoenix-reader - 1.6 - - - com.dtstack.flinkx - flinkx-phoenix-writer - 1.6 - - - - org.apache.hadoop - hadoop-hdfs - ${hadoop.version} - test-jar - - - - org.apache.hadoop - hadoop-common - ${hadoop.version} - test-jar - - - - org.apache.derby - derby - 10.14.2.0 - test - - - com.dtstack.flinkx - flinkx-emqx-reader - 1.6 - compile - - - com.dtstack.flinkx - flinkx-emqx-writer - 1.6 - compile - - - - com.dtstack.flinkx - flinkx-dm-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-dm-writer - 1.6 - - - - - \ No newline at end of file diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java deleted file mode 100644 index 796d868222..0000000000 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ /dev/null @@ -1,304 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test; - -import com.dtstack.flink.api.java.MyLocalStreamEnvironment; -import com.dtstack.flinkx.binlog.reader.BinlogReader; -import com.dtstack.flinkx.carbondata.reader.CarbondataReader; -import com.dtstack.flinkx.carbondata.writer.CarbondataWriter; -import com.dtstack.flinkx.clickhouse.reader.ClickhouseReader; -import com.dtstack.flinkx.clickhouse.writer.ClickhouseWriter; -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.SpeedConfig; -import com.dtstack.flinkx.constants.ConfigConstant; -import com.dtstack.flinkx.db2.reader.Db2Reader; -import com.dtstack.flinkx.db2.writer.Db2Writer; -import com.dtstack.flinkx.dm.reader.DmReader; -import com.dtstack.flinkx.dm.writer.DmWriter; -import com.dtstack.flinkx.emqx.reader.EmqxReader; -import com.dtstack.flinkx.emqx.writer.EmqxWriter; -import com.dtstack.flinkx.es.reader.EsReader; -import com.dtstack.flinkx.es.writer.EsWriter; -import com.dtstack.flinkx.ftp.reader.FtpReader; -import com.dtstack.flinkx.ftp.writer.FtpWriter; -import com.dtstack.flinkx.gbase.reader.GbaseReader; -import com.dtstack.flinkx.gbase.writer.GbaseWriter; -import com.dtstack.flinkx.hbase.reader.HbaseReader; -import com.dtstack.flinkx.hbase.writer.HbaseWriter; -import com.dtstack.flinkx.hdfs.reader.HdfsReader; -import com.dtstack.flinkx.hdfs.writer.HdfsWriter; -import com.dtstack.flinkx.hive.writer.HiveWriter; -import com.dtstack.flinkx.kafka.reader.KafkaReader; -import com.dtstack.flinkx.kafka.writer.KafkaWriter; -import com.dtstack.flinkx.kafka09.reader.Kafka09Reader; -import com.dtstack.flinkx.kafka09.writer.Kafka09Writer; -import com.dtstack.flinkx.kafka10.reader.Kafka10Reader; -import com.dtstack.flinkx.kafka10.writer.Kafka10Writer; -import com.dtstack.flinkx.kafka11.reader.Kafka11Reader; -import com.dtstack.flinkx.kafka11.writer.Kafka11Writer; -import com.dtstack.flinkx.kudu.reader.KuduReader; -import com.dtstack.flinkx.kudu.writer.KuduWriter; -import com.dtstack.flinkx.mongodb.reader.MongodbReader; -import com.dtstack.flinkx.mongodb.writer.MongodbWriter; -import com.dtstack.flinkx.mysql.reader.MysqlReader; -import com.dtstack.flinkx.mysql.writer.MysqlWriter; -import com.dtstack.flinkx.mysqld.reader.MysqldReader; -import com.dtstack.flinkx.odps.reader.OdpsReader; -import com.dtstack.flinkx.odps.writer.OdpsWriter; -import com.dtstack.flinkx.oracle.reader.OracleReader; -import com.dtstack.flinkx.oracle.writer.OracleWriter; -import com.dtstack.flinkx.phoenix.reader.PhoenixReader; -import com.dtstack.flinkx.phoenix.writer.PhoenixWriter; -import com.dtstack.flinkx.polardb.reader.PolardbReader; -import com.dtstack.flinkx.polardb.writer.PolardbWriter; -import com.dtstack.flinkx.postgresql.reader.PostgresqlReader; -import com.dtstack.flinkx.postgresql.writer.PostgresqlWriter; -import com.dtstack.flinkx.reader.BaseDataReader; -import com.dtstack.flinkx.redis.writer.RedisWriter; -import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; -import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; -import com.dtstack.flinkx.stream.reader.StreamReader; -import com.dtstack.flinkx.stream.writer.StreamWriter; -import com.dtstack.flinkx.util.ResultPrintUtil; -import com.dtstack.flinkx.writer.BaseDataWriter; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.api.common.JobExecutionResult; -import org.apache.flink.api.common.restartstrategy.RestartStrategies; -import org.apache.flink.api.common.time.Time; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.core.fs.Path; -import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; -import org.apache.flink.runtime.state.filesystem.FsStateBackend; -import org.apache.flink.streaming.api.CheckpointingMode; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.streaming.api.datastream.DataStreamSource; -import org.apache.flink.streaming.api.environment.CheckpointConfig; -import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.flink.streaming.api.transformations.PartitionTransformation; -import com.dtstack.flinkx.streaming.runtime.partitioner.CustomPartitioner; -import org.apache.flink.types.Row; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.io.File; -import java.io.FileInputStream; -import java.nio.charset.StandardCharsets; -import java.util.Properties; -import java.util.concurrent.TimeUnit; - -/** - * @author jiangbo - */ -public class LocalTest { - - public static Logger LOG = LoggerFactory.getLogger(LocalTest.class); - - private static final int FAILURE_RATE = 3; - - private static final int FAILURE_INTERVAL = 6; - - private static final int DELAY_INTERVAL = 10; - - public static final String TEST_RESOURCE_DIR = "flinkx-examples/examples/"; - - public static Configuration conf = new Configuration(); - - public static void main(String[] args) throws Exception{ - Properties confProperties = new Properties(); -// confProperties.put("flink.checkpoint.interval", "60000"); -// confProperties.put("flink.checkpoint.stateBackend", "file:///tmp/flinkx_checkpoint"); -// -// conf.setString("metrics.reporter.promgateway.class","org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporter"); -// conf.setString("metrics.reporter.promgateway.host","127.0.0.1"); -// conf.setString("metrics.reporter.promgateway.port","9091"); -// conf.setString("metrics.reporter.promgateway.jobName","108job"); -// conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); -// conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); - conf.setString("rest.bind-port", "8888"); - - String jobPath = "D:\\project\\dt-center-flinkx\\flinkx-test\\src\\main\\resources\\dev_test_job\\stream_template.json"; - JobExecutionResult result = LocalTest.runJob(new File(jobPath), confProperties, null); - ResultPrintUtil.printResult(result); - } - - public static JobExecutionResult runJob(File jobFile, Properties confProperties, String savepointPath) throws Exception{ - String jobContent = readJob(jobFile); - return runJob(jobContent, confProperties, savepointPath); - } - - public static JobExecutionResult runJob(String job, Properties confProperties, String savepointPath) throws Exception{ - DataTransferConfig config = DataTransferConfig.parse(job); - SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); - - MyLocalStreamEnvironment env = new MyLocalStreamEnvironment(conf); - - openCheckpointConf(env, confProperties); - - env.setParallelism(speedConfig.getChannel()); - - if (needRestart(config)) { - env.setRestartStrategy(RestartStrategies.fixedDelayRestart( - 10, - Time.of(10, TimeUnit.SECONDS) - )); - } - - BaseDataReader reader = buildDataReader(config, env); - DataStream dataStream = reader.readData(); - dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); - - if (speedConfig.isRebalance()) { - dataStream = dataStream.rebalance(); - } - - BaseDataWriter writer = buildDataWriter(config); - writer.writeData(dataStream).setParallelism(speedConfig.getWriterChannel()); - - if(StringUtils.isNotEmpty(savepointPath)){ - env.setSettings(SavepointRestoreSettings.forPath(savepointPath)); - } - - return env.execute(); - } - - private static boolean needRestart(DataTransferConfig config){ - return config.getJob().getSetting().getRestoreConfig().isRestore(); - } - - private static String readJob(File file) { - try { - FileInputStream in = new FileInputStream(file); - byte[] fileContent = new byte[(int) file.length()]; - in.read(fileContent); - return new String(fileContent, StandardCharsets.UTF_8); - } catch (Exception e){ - throw new RuntimeException(e); - } - } - - private static BaseDataReader buildDataReader(DataTransferConfig config, StreamExecutionEnvironment env){ - String readerName = config.getJob().getContent().get(0).getReader().getName(); - BaseDataReader reader ; - switch (readerName){ - case PluginNameConstrant.STREAM_READER : reader = new StreamReader(config, env); break; - case PluginNameConstrant.CARBONDATA_READER : reader = new CarbondataReader(config, env); break; - case PluginNameConstrant.ORACLE_READER : reader = new OracleReader(config, env); break; - case PluginNameConstrant.POSTGRESQL_READER : reader = new PostgresqlReader(config, env); break; - case PluginNameConstrant.SQLSERVER_READER : reader = new SqlserverReader(config, env); break; - case PluginNameConstrant.MYSQLD_READER : reader = new MysqldReader(config, env); break; - case PluginNameConstrant.MYSQL_READER : reader = new MysqlReader(config, env); break; - case PluginNameConstrant.DB2_READER : reader = new Db2Reader(config, env); break; - case PluginNameConstrant.GBASE_READER : reader = new GbaseReader(config, env); break; - case PluginNameConstrant.ES_READER : reader = new EsReader(config, env); break; - case PluginNameConstrant.FTP_READER : reader = new FtpReader(config, env); break; - case PluginNameConstrant.HBASE_READER : reader = new HbaseReader(config, env); break; - case PluginNameConstrant.HDFS_READER : reader = new HdfsReader(config, env); break; - case PluginNameConstrant.MONGODB_READER : reader = new MongodbReader(config, env); break; - case PluginNameConstrant.ODPS_READER : reader = new OdpsReader(config, env); break; - case PluginNameConstrant.BINLOG_READER : reader = new BinlogReader(config, env); break; - case PluginNameConstrant.KAFKA09_READER : reader = new Kafka09Reader(config, env); break; - case PluginNameConstrant.KAFKA10_READER : reader = new Kafka10Reader(config, env); break; - case PluginNameConstrant.KAFKA11_READER : reader = new Kafka11Reader(config, env); break; - case PluginNameConstrant.KAFKA_READER : reader = new KafkaReader(config, env); break; - case PluginNameConstrant.KUDU_READER : reader = new KuduReader(config, env); break; - case PluginNameConstrant.CLICKHOUSE_READER : reader = new ClickhouseReader(config, env); break; - case PluginNameConstrant.POLARDB_READER : reader = new PolardbReader(config, env); break; - case PluginNameConstrant.PHOENIX_READER : reader = new PhoenixReader(config, env); break; - case PluginNameConstrant.EMQX_READER : reader = new EmqxReader(config, env); break; - case PluginNameConstrant.DM_READER : reader = new DmReader(config, env); break; - default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); - } - - return reader; - } - - private static BaseDataWriter buildDataWriter(DataTransferConfig config){ - String writerName = config.getJob().getContent().get(0).getWriter().getName(); - BaseDataWriter writer; - switch (writerName){ - case PluginNameConstrant.STREAM_WRITER : writer = new StreamWriter(config); break; - case PluginNameConstrant.CARBONDATA_WRITER : writer = new CarbondataWriter(config); break; - case PluginNameConstrant.MYSQL_WRITER : writer = new MysqlWriter(config); break; - case PluginNameConstrant.SQLSERVER_WRITER : writer = new SqlserverWriter(config); break; - case PluginNameConstrant.ORACLE_WRITER : writer = new OracleWriter(config); break; - case PluginNameConstrant.POSTGRESQL_WRITER : writer = new PostgresqlWriter(config); break; - case PluginNameConstrant.DB2_WRITER : writer = new Db2Writer(config); break; - case PluginNameConstrant.GBASE_WRITER : writer = new GbaseWriter(config); break; - case PluginNameConstrant.ES_WRITER : writer = new EsWriter(config); break; - case PluginNameConstrant.FTP_WRITER : writer = new FtpWriter(config); break; - case PluginNameConstrant.HBASE_WRITER : writer = new HbaseWriter(config); break; - case PluginNameConstrant.HDFS_WRITER : writer = new HdfsWriter(config); break; - case PluginNameConstrant.MONGODB_WRITER : writer = new MongodbWriter(config); break; - case PluginNameConstrant.ODPS_WRITER : writer = new OdpsWriter(config); break; - case PluginNameConstrant.REDIS_WRITER : writer = new RedisWriter(config); break; - case PluginNameConstrant.HIVE_WRITER : writer = new HiveWriter(config); break; - case PluginNameConstrant.KAFKA09_WRITER : writer = new Kafka09Writer(config); break; - case PluginNameConstrant.KAFKA10_WRITER : writer = new Kafka10Writer(config); break; - case PluginNameConstrant.KAFKA11_WRITER : writer = new Kafka11Writer(config); break; - case PluginNameConstrant.KUDU_WRITER : writer = new KuduWriter(config); break; - case PluginNameConstrant.CLICKHOUSE_WRITER : writer = new ClickhouseWriter(config); break; - case PluginNameConstrant.POLARDB_WRITER : writer = new PolardbWriter(config); break; - case PluginNameConstrant.KAFKA_WRITER : writer = new KafkaWriter(config); break; - case PluginNameConstrant.PHOENIX_WRITER : writer = new PhoenixWriter(config); break; - case PluginNameConstrant.EMQX_WRITER : writer = new EmqxWriter(config); break; - case PluginNameConstrant.DM_WRITER : writer = new DmWriter(config); break; - default:throw new IllegalArgumentException("Can not find writer by name:" + writerName); - } - - return writer; - } - - private static void openCheckpointConf(StreamExecutionEnvironment env, Properties properties){ - if(properties == null){ - return; - } - - if(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY) == null){ - return; - }else{ - long interval = Long.parseLong(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY).trim()); - - //start checkpoint every ${interval} - env.enableCheckpointing(interval); - - LOG.info("Open checkpoint with interval:" + interval); - } - - String checkpointTimeoutStr = properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_TIMEOUT_KEY); - if(checkpointTimeoutStr != null){ - long checkpointTimeout = Long.parseLong(checkpointTimeoutStr); - //checkpoints have to complete within one min,or are discard - env.getCheckpointConfig().setCheckpointTimeout(checkpointTimeout); - - LOG.info("Set checkpoint timeout:" + checkpointTimeout); - } - - env.getCheckpointConfig().setCheckpointingMode(CheckpointingMode.EXACTLY_ONCE); - env.getCheckpointConfig().setMaxConcurrentCheckpoints(1); - env.getCheckpointConfig().enableExternalizedCheckpoints( - CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION); - - env.setStateBackend(new FsStateBackend(new Path("file:///tmp/flinkx_checkpoint"))); - env.setRestartStrategy(RestartStrategies.failureRateRestart( - FAILURE_RATE, - Time.of(FAILURE_INTERVAL, TimeUnit.MINUTES), - Time.of(DELAY_INTERVAL, TimeUnit.SECONDS) - )); - } -} diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java deleted file mode 100644 index 99a02f546f..0000000000 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java +++ /dev/null @@ -1,80 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.test; - -/** - * @author jiangbo - */ -public class PluginNameConstrant { - - public static final String STREAM_READER = "streamreader"; - public static final String CARBONDATA_READER = "carbondatareader"; - public static final String DB2_READER = "db2reader"; - public static final String ES_READER = "esreader"; - public static final String FTP_READER = "ftpreader"; - public static final String HBASE_READER = "hbasereader"; - public static final String HDFS_READER = "hdfsreader"; - public static final String MONGODB_READER = "mongodbreader"; - public static final String MYSQLD_READER = "mysqldreader"; - public static final String MYSQL_READER = "mysqlreader"; - public static final String ODPS_READER = "odpsreader"; - public static final String ORACLE_READER = "oraclereader"; - public static final String POSTGRESQL_READER = "postgresqlreader"; - public static final String SQLSERVER_READER = "sqlserverreader"; - public static final String GBASE_READER = "gbasereader"; - public static final String KUDU_READER = "kudureader"; - public static final String BINLOG_READER = "binlogreader"; - public static final String KAFKA09_READER = "kafka09reader"; - public static final String KAFKA10_READER = "kafka10reader"; - public static final String KAFKA11_READER = "kafka11reader"; - public static final String KAFKA_READER = "kafkareader"; - public static final String CLICKHOUSE_READER = "clickhousereader"; - public static final String POLARDB_READER = "polardbreader"; - public static final String PHOENIX_READER = "phoenixreader"; - public static final String EMQX_READER = "emqxreader"; - public static final String SQLSERVER_CDC_READER = "sqlservercdcreader"; - public static final String DM_READER = "dmreader"; - - public static final String STREAM_WRITER = "streamwriter"; - public static final String CARBONDATA_WRITER = "carbondatawriter"; - public static final String DB2_WRITER = "db2writer"; - public static final String ES_WRITER = "eswriter"; - public static final String FTP_WRITER = "ftpwriter"; - public static final String HBASE_WRITER = "hbasewriter"; - public static final String HDFS_WRITER = "hdfswriter"; - public static final String MONGODB_WRITER = "mongodbwriter"; - public static final String MYSQL_WRITER = "mysqlwriter"; - public static final String ODPS_WRITER = "odpswriter"; - public static final String ORACLE_WRITER = "oraclewriter"; - public static final String POSTGRESQL_WRITER = "postgresqlwriter"; - public static final String REDIS_WRITER = "rediswriter"; - public static final String SQLSERVER_WRITER = "sqlserverwriter"; - public static final String GBASE_WRITER = "gbasewriter"; - public static final String KUDU_WRITER = "kuduwriter"; - public static final String HIVE_WRITER = "hivewriter"; - public static final String KAFKA09_WRITER = "kafka09writer"; - public static final String KAFKA10_WRITER = "kafka10writer"; - public static final String KAFKA11_WRITER = "kafka11writer"; - public static final String KAFKA_WRITER = "kafkawriter"; - public static final String CLICKHOUSE_WRITER = "clickhousewriter"; - public static final String POLARDB_WRITER = "polardbwriter"; - public static final String PHOENIX_WRITER = "phoenixwriter"; - public static final String EMQX_WRITER = "emqxwriter"; - public static final String DM_WRITER = "dmwriter"; -} diff --git a/flinkx-test/src/main/resources/dev_test_job/es_stream.json b/flinkx-test/src/main/resources/dev_test_job/es_stream.json deleted file mode 100644 index 965a842684..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/es_stream.json +++ /dev/null @@ -1,76 +0,0 @@ -{ - "job": { - "content": [ - { - "writer": { - "name": "mysqlwriter", - "parameter": { - "print": true, - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - }, - { - "name": "name1", - "type": "string" - } - ], - "writeMode": "insert", - "connection": [ - { - "password": "123456", - "jdbcUrl": [ - "jdbc:mysql://172.16.8.193:3306/jiangbo" - ], - "table": [ - "es_writer" - ], - "username": "root" - } - ], - "password": "123456", - "username": "root" - } - }, - "reader": { - "name": "esreader", - "parameter": { - "address": "172.16.10.190:9200,172.16.10.193:9200,172.16.10.147:9200", - "index": "scroll_test", - "type": "test", - "batchSize": 1000, - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - }, - { - "name": "name1", - "type": "string" - } - ] - } - } - } - ], - "setting": { - "speed": { - "channel": 4, - "bytes": 0 - }, - "errorLimit": { - "record": 0, - "percentage": 20 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/main/resources/dev_test_job/gbase_template.json b/flinkx-test/src/main/resources/dev_test_job/gbase_template.json deleted file mode 100644 index a7229e67f6..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/gbase_template.json +++ /dev/null @@ -1,74 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "test", - "password" : "DT@Stack#123", - "cat" : "insert,update,delete", - "jdbcUrl" : "jdbc:mysql://172.16.10.65:3306/test", - "host" : "172.16.10.65", - "start" : { }, - "table" : [ "myresult" ], - "pavingData" : true, - "username" : "drpeco" - }, - "name" : "binlogreader", - "type" : 1 - }, - "writer" : { - "parameter" : { - "fileName" : "pt", - "writeMode" : "append", - "fieldDelimiter" : "\u0001", - "partitionType" : "HOUR", - "path" : "", - "analyticalRules" : "stream_${schema}_${table}", - "password" : "", - "tablesColumn" : "{\"myresult\":[{\"type\":\"VARCHAR\",\"key\":\"before_pv\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_pv\"},{\"type\":\"VARCHAR\",\"key\":\"before_channel\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_channel\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"type\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"schema\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"table\"},{\"comment\":\"\",\"type\":\"bigint\",\"key\":\"ts\"}]}", - "partition" : "pt", - "hadoopConfig" : { - "fs.defaultFS" : "hdfs://cdh01:8020", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem", - "hive.server2.authentication": "kerberos", - "hive.server2.authentication.kerberos.principal":"hive/cdh02@DTSTACK.COM", - "hive.server2.authentication.kerberos.keytab":"C:\\Users\\24573\\Desktop\\cdh02\\hive.keytab", - "hive.metastore.kerberos.principal":"hive/cdh02@DTSTACK.COM", - "hive.metastore.kerberos.keytab.file":"C:\\Users\\24573\\Desktop\\cdh02\\hive.keytab", - "java.security.krb5.conf":"C:\\Users\\24573\\Desktop\\cdh02\\krb5.conf", - "useLocalFile": true, - "remoteDir" : "/opt/dtstack/DTApp/Sftp/CONSOLE_12", - "sftpConf" : { - "path" : "/opt/dtstack/DTApp/Sftp", - "password" : "abc123", - "port" : "22", - "openKerberos" : "false", - "host" : "172.16.10.69", - "username" : "root" - } - }, - "jdbcUrl" : "jdbc:hive2://cdh02:10000/xq_hadoop;principal=hive/cdh02@DTSTACK.COM", - "defaultFS" : "hdfs://cdh01:8020", - "fileType" : "text", - "charsetName" : "utf-8", - "username" : "", - "bufferSize" : 1048576 - }, - "name" : "hivewriter", - "type" : 7 - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : -1048576, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/main/resources/dev_test_job/hdfs_stream.json b/flinkx-test/src/main/resources/dev_test_job/hdfs_stream.json deleted file mode 100644 index cb3ebabe1f..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/hdfs_stream.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "groupId" : "default", - "topic" : "t_shier", - "consumerSettings" : { - "zookeeper.connect" : "172.16.8.107:2181/kafka", - "bootstrap.servers" : "172.16.8.107:9092", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "latest" - } - }, - "name" : "kafka11reader", - "type" : 14 - }, - "writer" : { - "parameter" : { - "fileName" : "pt", - "writeMode" : "append", - "fieldDelimiter" : "\u0001", - "partitionType" : "DAY", - "path" : "", - "password" : "Wscabc123..@", - "tablesColumn" : "{\"tb_shier_text1\":[{\"type\":\"int\",\"key\":\"id\",\"comment\":\"\"},{\"type\":\"string\",\"key\":\"name\",\"comment\":\"\"}]}", - "partition" : "pt", - "hadoopConfig" : { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "fs.defaultFS" : "hdfs://ns1", - "hadoop.user.name" : "root", - "dfs.namenode.rpc-address.ns1.nn2" : "172.16.100.213:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "172.16.101.196:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" - }, - "jdbcUrl" : "jdbc:hive2://172.16.101.252:10000/hzfhbjzh_pub", - "defaultFS" : "hdfs://ns1", - "table" : "tb_shier_text1", - "fileType" : "text", - "charsetName" : "utf-8", - "username" : "root", - "bufferSize" : 10485760 - }, - "name" : "hivewriter", - "type" : 7 - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { - }, - "speed" : { - "bytes" : -1048576, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/main/resources/dev_test_job/kudu_reader_template.json b/flinkx-test/src/main/resources/dev_test_job/kudu_reader_template.json deleted file mode 100644 index 9a2bd1ae10..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/kudu_reader_template.json +++ /dev/null @@ -1,46 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "name": "id", - "type": "long" - }, - { - "name": "user_id", - "type": "long" - }, - { - "name": "name", - "type": "string" - } - ], - "masterAddresses": "impala1:7051,impala2:7051,impala3:7051", - "table": "kudu_range_table", - "readMode": "read_latest", - "filter": "" - }, - "name": "kudureader" - }, - "writer": { - "parameter": { - "print": false - }, - "name": "streamwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/main/resources/dev_test_job/kudu_writer_template.json b/flinkx-test/src/main/resources/dev_test_job/kudu_writer_template.json deleted file mode 100644 index 6960765f86..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/kudu_writer_template.json +++ /dev/null @@ -1,59 +0,0 @@ -{ - "job": { - "content": [ - { - "writer": { - "parameter": { - "column": [ - { - "name": "id", - "type": "long" - }, - { - "name": "user_id", - "type": "long" - }, - { - "name": "name", - "type": "string" - } - ], - "masterAddresses": "impala1:7051,impala2:7051,impala3:7051", - "table": "kudu_range_table_write", - "writeMode": "insert" - }, - "name": "kuduwriter" - }, - "reader": { - "parameter": { - "column": [ - { - "name": "id", - "type": "long" - }, - { - "name": "user_id", - "type": "long" - }, - { - "name": "name", - "type": "string" - } - ], - "sliceRecordCount": ["10000"] - }, - "name": "streamreader" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/main/resources/dev_test_job/perJob_test.json b/flinkx-test/src/main/resources/dev_test_job/perJob_test.json deleted file mode 100644 index 15d8bdc860..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/perJob_test.json +++ /dev/null @@ -1,35 +0,0 @@ -{ - "job": { - "content": [ - { - "writer": { - "parameter": { - "print": false - }, - "name": "streamwriter" - }, - "reader": { - "parameter": { - "column": [ - { - "name": "id", - "type": "id" - } - ], - "sliceRecordCount": ["10000"] - }, - "name": "streamreader" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} diff --git a/flinkx-test/src/main/resources/dev_test_job/stream_es.json b/flinkx-test/src/main/resources/dev_test_job/stream_es.json deleted file mode 100644 index 563bd6dd6a..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/stream_es.json +++ /dev/null @@ -1,76 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "name": "mysqlreader", - "parameter": { - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - }, - { - "name": "name1", - "type": "string" - } - ], - "splitPk": null, - "connection": [ - { - "password": "123456", - "jdbcUrl": [ - "jdbc:mysql://172.16.8.193:3306/jiangbo" - ], - "table": [ - "es_reader" - ], - "username": "root" - } - ], - "password": "123456", - "username": "root" - } - }, - "writer": { - "name": "eswriter", - "parameter": { - "address": "172.16.10.190:9200,172.16.10.193:9200,172.16.10.147:9200", - "index": "scroll_test", - "type": "test", - "bulkAction": 100, - "idColumn": [], - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - }, - { - "name": "name1", - "type": "string" - } - ] - } - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 0, - "percentage": 20 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/main/resources/dev_test_job/stream_hdfs.json b/flinkx-test/src/main/resources/dev_test_job/stream_hdfs.json deleted file mode 100644 index af18d419d0..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/stream_hdfs.json +++ /dev/null @@ -1,247 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "column" : [ { - "name" : "id", - "type" : "string" - }, { - "name" : "deptno", - "type" : "INT" - }], - "sliceRecordCount": ["1000"], - "print": true - }, - "name" : "streamreader" - }, - "writer" : { - "parameter" : { - "fileName" : "pt=1", - "column" : [ { - "name" : "id", - "index" : 0, - "type" : "string", - "key" : "id" - }, { - "name" : "deptno", - "index" : 1, - "type" : "int", - "key" : "deptno" - }], - "writeMode" : "overwrite", - "fieldDelimiter" : "\u0001", - "encoding" : "utf-8", - "fullColumnName" : [ "id", "deptno"], - "path" : "hdfs://cdh3.cdhsite:8020/jiangbo/orc", - "partition" : "pt=1", - "hadoopConfig" : { - "java.security.krb5.conf": "krb5.conf", - "hive.exec.reducers.bytes.per.reducer" : "67108864", - "hive.optimize.reducededuplication" : "true", - "hadoop.proxyuser.mapred.hosts" : "*", - "yarn.application.classpath" : "$HADOOP_CLIENT_CONF_DIR,$HADOOP_CONF_DIR,$HADOOP_COMMON_HOME/*,$HADOOP_COMMON_HOME/lib/*,$HADOOP_HDFS_HOME/*,$HADOOP_HDFS_HOME/lib/*,$HADOOP_YARN_HOME/*,$HADOOP_YARN_HOME/lib/*", - "dfs.replication" : "3", - "hive.exec.copyfile.maxsize" : "33554432", - "hive.vectorized.execution.enabled" : "true", - "hive.metastore.sasl.enabled" : "true", - "yarn.admin.acl" : "*", - "dfs.ha.fencing.ssh.private-key-files" : "~/.ssh/id_rsa", - "yarn.scheduler.increment-allocation-vcores" : "1", - "hadoop.security.auth_to_local" : "DEFAULT", - "yarn.nodemanager.remote-app-log-dir-suffix" : "logs", - "hive.limit.pushdown.memory.usage" : "0.1", - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "yarn.resourcemanager.webapp.address" : "cdh3.cdhsite:8088", - "dfs.journalnode.rpc-address" : "0.0.0.0:8485", - "hive.merge.mapredfiles" : "false", - "yarn.scheduler.maximum-allocation-vcores" : "8", - "dfs.namenode.rpc-address.ns1.nn2" : "node2:9000", - "hive.map.aggr" : "true", - "spark.dynamicAllocation.minExecutors" : "1", - "dfs.namenode.rpc-address.ns1.nn1" : "node1:9000", - "spark.yarn.executor.memoryOverhead" : "100", - "hadoop.proxyuser.HTTP.hosts" : "*", - "hive.smbjoin.cache.rows" : "10000", - "hadoop.proxyuser.httpfs.hosts" : "*", - "dfs.encrypt.data.transfer.cipher.suites" : "AES/CTR/NoPadding", - "hive.auto.convert.join" : "true", - "hive.merge.mapfiles" : "true", - "hive.server2.authentication.kerberos.principal" : "hive/cdh3.cdhsite@DTSTACK.COM", - "dfs.namenode.acls.enabled" : "false", - "yarn.scheduler.increment-allocation-mb" : "512", - "dfs.encrypt.data.transfer.cipher.key.bitlength" : "256", - "yarn.resourcemanager.nm.liveness-monitor.interval-ms" : "1000", - "remoteDir" : "/home/admin//RDOS_1304", - "hadoop.proxyuser.mapred.groups" : "*", - "hive.metastore.execute.setugi" : "true", - "hadoop.security.group.mapping" : "org.apache.hadoop.security.ShellBasedUnixGroupsMapping", - "net.topology.script.file.name" : "/etc/hadoop/conf.cloudera.yarn/topology.py", - "hadoop.ssl.keystores.factory.class" : "org.apache.hadoop.security.ssl.FileBasedKeyStoresFactory", - "hive.zookeeper.quorum" : "cdh2", - "principalFile" : "/home/admin/app/dt-center-ide/kerberosConf/RDOS_1304/yijing.keytab", - "spark.dynamicAllocation.enabled" : "true", - "hive.metastore.kerberos.principal" : "hive/_HOST@DTSTACK.COM", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "yarn.resourcemanager.admin.address" : "cdh3.cdhsite:8033", - "yarn.resourcemanager.resource-tracker.address" : "cdh3.cdhsite:8031", - "hive.merge.sparkfiles" : "true", - "dfs.domain.socket.path" : "/var/run/hdfs-sockets/dn", - "dfs.datanode.kerberos.principal" : "hdfs/_HOST@DTSTACK.COM", - "hadoop.ssl.enabled" : "false", - "hadoop.proxyuser.hdfs.groups" : "*", - "dfs.namenode.name.dir" : "file:///data/dfs/nn", - "dfs.client.use.datanode.hostname" : "false", - "hive.compute.query.using.stats" : "false", - "dfs.namenode.kerberos.principal" : "hdfs/_HOST@DTSTACK.COM", - "fs.trash.interval" : "1", - "spark.dynamicAllocation.initialExecutors" : "1", - "yarn.scheduler.minimum-allocation-vcores" : "1", - "dfs.client.domain.socket.data.traffic" : "false", - "yarn.resourcemanager.admin.client.thread-count" : "1", - "dfs.block.access.token.enable" : "true", - "hadoop.proxyuser.hive.hosts" : "*", - "spark.executor.memory" : "599837900", - "yarn.resourcemanager.scheduler.class" : "org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler", - "hive.vectorized.groupby.checkinterval" : "4096", - "dfs.blocksize" : "134217728", - "hadoop.security.instrumentation.requires.admin" : "false", - "hive.map.aggr.hash.percentmemory" : "0.5", - "io.file.buffer.size" : "65536", - "yarn.resourcemanager.container.liveness-monitor.interval-ms" : "600000", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem", - "hadoop.proxyuser.oozie.hosts" : "*", - "hadoop.tmp.dir" : "/data/hadoop_${user.name}", - "dfs.journalnode.edits.dir" : "/opt/dtstack/hadoop/journal", - "md5zip" : "789edf8a8ba7d370c8e8860aefec8c98", - "hadoop.proxyuser.oozie.groups" : "*", - "yarn.resourcemanager.scheduler.address" : "cdh3.cdhsite:8030", - "hadoop.proxyuser.yarn.hosts" : "*", - "hive.vectorized.groupby.flush.percent" : "0.1", - "dfs.namenode.servicerpc-address" : "cdh3.cdhsite:8022", - "hive.metastore.client.socket.timeout" : "300", - "hive.optimize.sort.dynamic.partition" : "false", - "hadoop.ssl.require.client.cert" : "false", - "mapred.reduce.tasks" : "-1", - "yarn.resourcemanager.address" : "cdh3.cdhsite:8032", - "dfs.client.read.shortcircuit.skip.checksum" : "false", - "dfs.namenode.kerberos.principal.pattern" : "*", - "hive.vectorized.execution.reduce.enabled" : "false", - "yarn.resourcemanager.resource-tracker.client.thread-count" : "50", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : true, - "dfs.safemode.threshold.pct" : "0.5", - "hive.fetch.task.conversion" : "minimal", - "hive.server2.authentication" : "kerberos", - "yarn.acl.enable" : "true", - "dfs.journalnode.http-address" : "0.0.0.0:8480", - "hadoop.security.authorization" : "true", - "yarn.nm.liveness-monitor.expiry-interval-ms" : "600000", - "hive.metastore.warehouse.dir" : "/user/hive/warehouse", - "yarn.am.liveness-monitor.expiry-interval-ms" : "600000", - "hive.execution.engine" : "mr", - "hadoop.proxyuser.httpfs.groups" : "*", - "spark.driver.memory" : "966367641", - "hive.cbo.enable" : "false", - "yarn.resourcemanager.client.thread-count" : "50", - "spark.yarn.driver.memoryOverhead" : "102", - "hadoop.security.authentication" : "kerberos", - "openKerberos" : false, - "hadoop.proxyuser.hdfs.hosts" : "*", - "hive.optimize.reducededuplication.min.reducer" : "4", - "dfs.client.use.legacy.blockreader" : "false", - "hadoop.proxyuser.hue.hosts" : "*", - "hive.metastore.uris" : "thrift://cdh3:9083", - "hadoop.proxyuser.yarn.groups" : "*", - "yarn.resourcemanager.am.max-attempts" : "2", - "yarn.resourcemanager.max-completed-applications" : "10000", - "dfs.namenode.kerberos.internal.spnego.principal" : "HTTP/_HOST@DTSTACK.COM", - "hadoop.proxyuser.admin.hosts" : "*", - "hadoop.proxyuser.hue.groups" : "*", - "io.compression.codecs" : "org.apache.hadoop.io.compress.DefaultCodec,org.apache.hadoop.io.compress.GzipCodec,org.apache.hadoop.io.compress.BZip2Codec,org.apache.hadoop.io.compress.DeflateCodec,org.apache.hadoop.io.compress.SnappyCodec,org.apache.hadoop.io.compress.Lz4Codec", - "hadoop.proxyuser.hive.groups" : "*", - "hive.cluster.delegation.token.store.class" : "org.apache.hadoop.hive.thrift.MemoryTokenStore", - "hive.server2.authentication.kerberos.keytab" : "/data/hive/conf/hive.keytab", - "hive.zookeeper.client.port" : "2181", - "fs.defaultFS" : "hdfs://cdh3.cdhsite:8020", - "hadoop.ssl.client.conf" : "ssl-client.xml", - "hadoop.proxyuser.admin.groups" : "*", - "dfs.ha.fencing.methods" : "sshfence", - "yarn.resourcemanager.scheduler.client.thread-count" : "50", - "hadoop.proxyuser.flume.hosts" : "*", - "hive.server2.logging.operation.log.location" : "/var/log/hive/operation_logs", - "sftpConf" : { - "path" : "/home/admin/", - "password" : "abc123", - "port" : "22", - "auth" : "1", - "host" : "172.16.8.193", - "username" : "admin" - }, - "hive.merge.size.per.task" : "268435456", - "dfs.https.port" : "50470", - "principal" : "yijing@DTSTACK.COM", - "dfs.encrypt.data.transfer.algorithm" : "3des", - "dfs.client.read.shortcircuit" : "false", - "hive.merge.smallfiles.avgsize" : "16777216", - "dfs.namenode.http-address" : "cdh3.cdhsite:50070", - "dfs.datanode.hdfs-blocks-metadata.enabled" : "true", - "hive.exec.reducers.max" : "1099", - "hive.fetch.task.conversion.threshold" : "268435456", - "hadoop.ssl.server.conf" : "ssl-server.xml", - "yarn.scheduler.minimum-allocation-mb" : "1024", - "yarn.resourcemanager.principal" : "yarn/_HOST@DTSTACK.COM", - "hive.auto.convert.join.noconditionaltask.size" : "20971520", - "hive.server2.logging.operation.enabled" : "true", - "dfs.https.address" : "cdh3.cdhsite:50470", - "dfs.namenode.shared.edits.dir" : "qjournal://node1:8485;node2:8485;node3:8485/namenode-ha-data", - "hive.support.concurrency" : "true", - "yarn.resourcemanager.amliveliness-monitor.interval-ms" : "1000", - "yarn.nodemanager.remote-app-log-dir" : "/tmp/logs", - "spark.executor.cores" : "4", - "yarn.scheduler.maximum-allocation-mb" : "5616", - "hive.warehouse.subdir.inherit.perms" : "true", - "spark.dynamicAllocation.maxExecutors" : "2147483647", - "hive.optimize.bucketmapjoin.sortedmerge" : "false", - "yarn.resourcemanager.webapp.https.address" : "cdh3.cdhsite:8090", - "hive.server2.enable.doAs" : "true", - "dfs.namenode.http-address.ns1.nn2" : "node2:50070", - "hadoop.rpc.protection" : "authentication", - "dfs.namenode.http-address.ns1.nn1" : "node1:50070", - "fs.permissions.umask-mode" : "022", - "spark.shuffle.service.enabled" : "true", - "dfs.nfs.kerberos.principal" : "hdfs/_HOST@DTSTACK.COM", - "hadoop.proxyuser.flume.groups" : "*", - "hive.zookeeper.namespace" : "hive_zookeeper_namespace_hive", - "dfs.ha.automatic-failover.enabled" : "true", - "hadoop.proxyuser.HTTP.groups" : "*" - }, - "defaultFS" : "hdfs://cdh3.cdhsite:8020", - "connection" : [ { - "jdbcUrl" : "jdbc:hive2://cdh3:10000/kerberos_xq;principal=hive/cdh3.cdhsite@DTSTACK.COM", - "table" : [ "employee_0" ] - } ], - "fileType" : "orc", - "sourceIds" : [ 1304 ], - "fullColumnType" : [ "string", "int"] - }, - "name" : "hdfswriter" - } - } ], - "setting" : { - "restore" : { - "maxRowNumForCheckpoint" : 0, - "isRestore" : false, - "restoreColumnName" : "", - "restoreColumnIndex" : 0 - }, - "errorLimit" : { - "record" : 100 - }, - "speed" : { - "bytes" : 0, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-test/src/main/resources/dev_test_job/stream_template.json b/flinkx-test/src/main/resources/dev_test_job/stream_template.json deleted file mode 100644 index 7555ac87c7..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/stream_template.json +++ /dev/null @@ -1 +0,0 @@ -{"job":{"content":[{"reader":{"parameter":{"password":"DT@Stack#123","customSql":"","column":[{"name":"id","type":"INT","key":"id"},{"name":"name","type":"VARCHAR","key":"name"},{"name":"length","type":"BIGINT","key":"length"},{"name":"salary","type":"DOUBLE","key":"salary"},{"name":"birthday","type":"DATETIME","key":"birthday"}],"connection":[{"sourceId":13,"password":"DT@Stack#123","jdbcUrl":["jdbc:mysql://172.16.101.136:3306/db_dtinsight_test"],"type":1,"table":["t_dtinsight_test"],"username":"drpeco"}],"sourceIds":[13],"username":"drpeco"},"name":"mysqlreader"},"writer":{"parameter":{"fileName":"pt=20200308","column":[{"name":"id","index":0,"type":"bigint","key":"id"},{"name":"name","index":1,"type":"string","key":"name"},{"name":"length","index":2,"type":"bigint","key":"length"},{"name":"salary","index":3,"type":"double","key":"salary"},{"name":"birthday","index":4,"type":"string","key":"birthday"}],"writeMode":"overwrite","fieldDelimiter":"\u0001","encoding":"utf-8","fullColumnName":["id","name","length","salary","birthday"],"path":"hdfs://ns1/dtInsight/hive/warehouse/dt_batch.db/t_dtinsight_test0305","partition":"pt=20200308","hadoopConfig":{"fs.defaultFS":"hdfs://ns1","hadoop.proxyuser.admin.groups":"*","dfs.replication":"3","dfs.ha.fencing.methods":"sshfence","dfs.client.failover.proxy.provider.ns1":"org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider","dfs.ha.fencing.ssh.private-key-files":"~/.ssh/id_rsa","fs.hdfs.impl.disable.cache":true,"dfs.nameservices":"ns1","dfs.safemode.threshold.pct":"0.5","dfs.ha.namenodes.ns1":"nn1,nn2","dfs.namenode.name.dir":"file:/data/hadoop/hdfs/name","dfs.journalnode.rpc-address":"0.0.0.0:8485","fs.trash.interval":"14400","dfs.journalnode.http-address":"0.0.0.0:8480","dfs.namenode.rpc-address.ns1.nn2":"172.16.101.136:9000", "dfs.namenode.rpc-address.ns1.nn1":"172.16.100.216:9000","dfs.datanode.data.dir":"file:/data/hadoop/hdfs/data","dfs.namenode.shared.edits.dir":"qjournal://172.16.100.216:8485;172.16.101.136:8485/namenode-ha-data","openKerberos":false,"fs.hdfs.impl":"org.apache.hadoop.hdfs.DistributedFileSystem","hadoop.tmp.dir":"/data/hadoop_admin","dfs.journalnode.edits.dir":"/data/hadoop/hdfs/journal","dfs.namenode.http-address.ns1.nn2":"172.16.101.136:50070","dfs.namenode.datanode.registration.ip-hostname-check":"false","dfs.namenode.http-address.ns1.nn1":"172.16.100.216:50070","hadoop.proxyuser.admin.hosts":"*","md5zip":"62f8b316522645169c47e154cd1277ff","dfs.ha.automatic-failover.enabled":"true"},"defaultFS":"hdfs://ns1","connection":[{"jdbcUrl":"jdbc:hive2://172.16.101.227:10000/dt_batch","table":["t_dtinsight_test0305"]}],"fileType":"orc","sourceIds":[11],"fullColumnType":["bigint","string","bigint","double","string"]},"name":"hdfswriter"}}],"setting":{"restore":{"maxRowNumForCheckpoint":0,"isRestore":false,"restoreColumnName":"","restoreColumnIndex":0},"errorLimit":{"record":100},"speed":{"bytes":0,"channel":1}}}} \ No newline at end of file diff --git a/pom.xml b/pom.xml index ffa2cd5a5a..1b01439433 100644 --- a/pom.xml +++ b/pom.xml @@ -13,7 +13,6 @@ flinkx-core flinkx-launcher - flinkx-test flinkx-examples flinkx-stream @@ -65,7 +64,7 @@ 2.7.3 4.5.3 ${basedir}/dev - 1.8.4_rc0 + release_1.8.5 sh @@ -137,25 +136,6 @@ - - - - - - - - - - - - - release - - ${projectVersion} - - - - @@ -188,28 +168,6 @@ flinkx-java-docs - - pl.project13.maven - git-commit-id-plugin - 2.2.6 - - - - revision - - - - - yyyy.MM.dd HH:mm:ss - true - true - - false - -dirty - false - - - From 78090d7b802f03a502f55aae356f9e9ec2a22971 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 16:27:33 +0800 Subject: [PATCH 029/136] merge release --- .../main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java | 2 -- .../mongodb/oplog/reader/MongodbOplogInputFormat.java | 7 +------ 2 files changed, 1 insertion(+), 8 deletions(-) diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java index 6015ab1427..425dc21aa4 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java @@ -41,8 +41,6 @@ */ public class MongodbUtil { - private static final Logger LOG = LoggerFactory.getLogger(MongodbUtil.class); - public static Document convertRowToDoc(Row row,List columns) throws WriteRecordException { Document doc = new Document(); for (int i = 0; i < columns.size(); i++) { diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java index 25765d9cb1..a6f4fb7662 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java @@ -64,11 +64,6 @@ public class MongodbOplogInputFormat extends RichInputFormat { private InputSplit inputSplit; - @Override - public void configure(Configuration parameters) { - // do nothing - } - @Override protected void openInternal(InputSplit inputSplit) throws IOException { this.inputSplit = inputSplit; @@ -190,7 +185,7 @@ protected void closeInternal() throws IOException { } @Override - public InputSplit[] createInputSplits(int minNumSplits) throws IOException { + public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { return new InputSplit[]{new GenericInputSplit(1,1)}; } From 9b4b4d6f4f0efaa1942683ce5355adb11c9bd92b Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 17:37:35 +0800 Subject: [PATCH 030/136] add docs --- README.md | 1 + docs/mongodb_oplog.md | 175 ++++++++++++++++++ .../dtstack/flinkx/mongodb/MongodbConfig.java | 30 ++- .../oplog/reader/MongodbEventHandler.java | 41 ++-- .../oplog/reader/MongodbOperation.java | 20 +- .../oplog/reader/MongodbOplogInputFormat.java | 8 +- .../resources/dev_test_job/oplog_stream.json | 4 +- 7 files changed, 257 insertions(+), 22 deletions(-) create mode 100644 docs/mongodb_oplog.md diff --git a/README.md b/README.md index 6baa51f0f0..e0a80d7c33 100644 --- a/README.md +++ b/README.md @@ -291,6 +291,7 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 * [Emqx读取插件](docs/emqxreader.md) * [Oracle实时采集插件](docs/logminer.md) * [SqlServerCdc实时采集插件](docs/sqlservercdc.md) +* [MongoDB实时采集插件](docs/mongodb_oplog.md) ### 5.2 写入插件 diff --git a/docs/mongodb_oplog.md b/docs/mongodb_oplog.md new file mode 100644 index 0000000000..7c8c62a410 --- /dev/null +++ b/docs/mongodb_oplog.md @@ -0,0 +1,175 @@ +# Mongodb实时采集插件（mongodboplogreader） + +## 1. 配置样例 + +``` +{ + "job": { + "content": [ + { + "reader": { + "name": "mongodboplogreader", + "parameter": { + "hostPorts": "127.0.0.1:30001,127.0.0.1:30002,127.0.0.1:30003", + "username": "root", + "password": "123456", + "database": "admin", + "clusterMode": "REPLICA_SET", + "authenticationMechanism": "SCRAM-SHA-256", + "monitorDatabases": ["test"], + "monitorCollections":[], + "operateType":["insert","update","delete"], + "pavingData":true, + "excludeDocId": false + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 1048576 + }, + "errorLimit": { + "record": 100 + }, + "restore" : { + "isRestore" : true, + "isStream" : true + } + } + } +} +``` + +## 2. 参数说明 + +* **name** + + * 描述：插件名，此处填写插件名称，oraclelogminerreader。 + + * 必选：是 + + * 默认值：无 + +* **hostPorts** + + * 描述：Mongodb集群地址。 + + * 必选：是 + + * 默认值：无 + +* **username** + + * 描述： 用户名。 + + * 必选：是 + + * 默认值：无 + +* **password** + + * 描述： 密码。 + + * 必选：是 + + * 默认值：无 + +* **authenticationMechanism** + + - 描述： 认证机制，可选：GSSAPI、PLAIN、MONGODB-X509、MONGODB-CR、SCRAM-SHA-1、SCRAM-SHA-256 + + - 必选：否 + + - 默认值：无 + +* **clusterMode** + + - 描述： 集群模式，可选：REPLICA_SET、MASTER_SLAVE + + - 必选：是 + + - 默认值：无 + +* **monitorDatabases** + + - 描述： 要监听的库 + + - 必选：否 + + - 默认值：无 + +* **monitorCollections** + + * 描述：要监听的集合 + + * 必选：否 + + * 默认值：无 + +* **operateType** + + * 描述：要监听的操作类型，可选：insert、update、delete + + * 必选：否 + + * 默认值：无 + +* **excludeDocId** + + * 描述：是否排除_id字段 + + * 必选：否 + + * 默认值：false + +* **pavingData** + + * 描述：是否将解析出的json数据拍平 + + * 示例：假设解析的表为tb1,数据库为test，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： + + ```json + { + "type":"update", + "schema":"test", + "table":"tb1", + "ts":1231232, + "ingestion":123213, + "before_id":1, + "after_id":2 + } + ``` + + pavingData为false时： + + ```json + { + "message":{ + "type":"update", + "schema":"test", + "table":"tb1", + "ts":1231232, + "ingestion":123213, + "before_id":{ + "id":1 + }, + "after_id":{ + "id":2 + } + } + } + ``` + + 其中”ts“是数据变更时间，ingestion是插件解析这条数据的纳秒时间 + + * 必选：否 + + * 默认值：false \ No newline at end of file diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfig.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfig.java index 2af0a66f5f..41bd012452 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfig.java +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbConfig.java @@ -54,6 +54,10 @@ public class MongodbConfig implements Serializable { private List monitorCollections; + private List operateType; + + private boolean pavingData; + private String clusterMode; private int startLocation; @@ -261,14 +265,29 @@ public void setMongodbConfig(ConnectionConfig mongodbConfig) { this.mongodbConfig = mongodbConfig; } + public List getOperateType() { + return operateType; + } + + public void setOperateType(List operateType) { + this.operateType = operateType; + } + + public boolean getPavingData() { + return pavingData; + } + + public void setPavingData(boolean pavingData) { + this.pavingData = pavingData; + } + @Override public String toString() { - // TODO 密码脱敏 return "MongodbConfig{" + "hostPorts='" + hostPorts + '\'' + ", url='" + url + '\'' + ", username='" + username + '\'' + - ", password='" + "******" + '\'' + + ", password='******" + '\'' + ", authenticationMechanism='" + authenticationMechanism + '\'' + ", database='" + database + '\'' + ", collectionName='" + collectionName + '\'' + @@ -276,6 +295,13 @@ public String toString() { ", fetchSize=" + fetchSize + ", writeMode='" + writeMode + '\'' + ", replaceKey='" + replaceKey + '\'' + + ", monitorDatabases=" + monitorDatabases + + ", monitorCollections=" + monitorCollections + + ", operateType=" + operateType + + ", pavingData=" + pavingData + + ", clusterMode='" + clusterMode + '\'' + + ", startLocation=" + startLocation + + ", excludeDocId=" + excludeDocId + ", mongodbConfig=" + mongodbConfig + '}'; } diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java index e0737e9c2a..914b07c812 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java @@ -19,13 +19,12 @@ package com.dtstack.mongodb.oplog.reader; +import com.dtstack.flinkx.util.SnowflakeIdWorker; import org.apache.flink.types.Row; import org.bson.BsonTimestamp; import org.bson.Document; -import java.util.LinkedHashMap; -import java.util.Map; -import java.util.Set; +import java.util.*; import java.util.concurrent.atomic.AtomicLong; /** @@ -39,7 +38,9 @@ public class MongodbEventHandler { public final static String EVENT_KEY_TS = "ts"; public final static String EVENT_KEY_DATA = "o"; - public static Row handleEvent(final Document event, AtomicLong offset, boolean excludeDocId){ + private static SnowflakeIdWorker idWorker = new SnowflakeIdWorker(1, 1); + + public static Row handleEvent(final Document event, AtomicLong offset, boolean excludeDocId, boolean pavingData){ MongodbOperation mongodbOperation = MongodbOperation.getByInternalNames(event.getString(EVENT_KEY_OP)); Map eventMap = new LinkedHashMap<>(); eventMap.put("type", mongodbOperation.name()); @@ -47,8 +48,7 @@ public static Row handleEvent(final Document event, AtomicLong offset, boolean e parseDbAndCollection(event, eventMap); BsonTimestamp timestamp = event.get(EVENT_KEY_TS, BsonTimestamp.class); - eventMap.put("ts", timestamp.getValue()); - eventMap.put("ingestion", System.nanoTime()); + eventMap.put("ts", idWorker.nextId()); final Document data = (Document)event.get(EVENT_KEY_DATA); Set keys = data.keySet(); @@ -56,18 +56,37 @@ public static Row handleEvent(final Document event, AtomicLong offset, boolean e keys.remove("_id"); } - for (String key : keys) { - eventMap.put("after_" + key, data.get(key)); - } + if (pavingData) { + for (String key : keys) { + eventMap.put("after_" + key, data.get(key)); + } - for (String key : keys) { - eventMap.put("before_" + key, null); + for (String key : keys) { + eventMap.put("before_" + key, null); + } + } else { + eventMap.put("before", processColumnList(keys, data, true)); + eventMap.put("after", processColumnList(keys, data, false)); + eventMap = Collections.singletonMap("message", eventMap); } offset.set(timestamp.getValue()); return Row.of(eventMap); } + private static Map processColumnList(Set keys, Document data, boolean valueNull) { + Map map = new HashMap<>(keys.size()); + for (String key : keys) { + if (valueNull) { + map.put(key, null); + } else { + map.put(key, data.get(key)); + } + } + + return map; + } + private static void parseDbAndCollection(final Document event, Map eventMap){ String dbCollection = event.getString(EVENT_KEY_NS); String[] split = dbCollection.split("\\."); diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java index 5206630f79..c5f80add50 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java @@ -1,5 +1,6 @@ package com.dtstack.mongodb.oplog.reader; + import java.util.ArrayList; import java.util.List; @@ -34,13 +35,24 @@ public String getInternalName() { return internalName; } - public static List internalNames(){ - List names = new ArrayList<>(); + public static List getInternalNames(List names) { + List internalNames = new ArrayList(names.size()); + for (String name : names) { + MongodbOperation operation = getByName(name); + internalNames.add(operation.getInternalName()); + } + + return internalNames; + } + + public static MongodbOperation getByName(String name) { for (MongodbOperation value : MongodbOperation.values()) { - names.add(value.getInternalName()); + if (value.name().equalsIgnoreCase(name)){ + return value; + } } - return names; + throw new RuntimeException("不支持的操作类型:" + name); } public static MongodbOperation getByInternalNames(String name){ diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java index a6f4fb7662..d2f103171d 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java @@ -31,7 +31,6 @@ import com.mongodb.client.model.Filters; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.StringUtils; -import org.apache.flink.configuration.Configuration; import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; @@ -127,7 +126,10 @@ private Bson buildFilter(){ filters.add(Filters.ne(MongodbEventHandler.EVENT_KEY_NS, "config.system.sessions")); // 过滤操作类型 - filters.add(Filters.in(MongodbEventHandler.EVENT_KEY_OP, MongodbOperation.internalNames())); + if(CollectionUtils.isNotEmpty(mongodbConfig.getOperateType())) { + List operateTypes = MongodbOperation.getInternalNames(mongodbConfig.getOperateType()); + filters.add(Filters.in(MongodbEventHandler.EVENT_KEY_OP, operateTypes)); + } return Filters.and(filters); } @@ -165,7 +167,7 @@ private String buildPattern() { @Override protected Row nextRecordInternal(Row row) throws IOException { - return MongodbEventHandler.handleEvent(cursor.next(), offset, mongodbConfig.getExcludeDocId()); + return MongodbEventHandler.handleEvent(cursor.next(), offset, mongodbConfig.getExcludeDocId(), mongodbConfig.getPavingData()); } @Override diff --git a/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json b/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json index 7bfddb333f..bd01fd412c 100644 --- a/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json +++ b/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json @@ -5,13 +5,13 @@ "reader": { "name": "mongodboplogreader", "parameter": { - "hostPorts": "172.16.8.190:30001,172.16.8.190:30002,172.16.8.190:30003", + "hostPorts": "127.0.0.1:30001,127.0.0.1:30002,127.0.0.1:30003", "username": "root", "password": "123456", "database": "admin", "clusterMode": "REPLICA_SET", "authenticationMechanism": "SCRAM-SHA-256", - "monitorDatabases": ["jiangbo"], + "monitorDatabases": ["test"], "excludeDocId": false } }, From f08d4d0b0fb4c39db7c690997752b1919eb07e3c Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 18:08:34 +0800 Subject: [PATCH 031/136] Merge branch 'feature_1.8_oplogs' into github_release_1.8.5 --- README.md | 57 ++++++++++--------- README_CH.md | 56 +++++++++--------- .../oplog/reader/MongodbOplogInputFormat.java | 4 +- .../MongodbOplogInputFormatBuilder.java | 4 +- .../oplog/reader/MongodbOplogReader.java | 4 +- 5 files changed, 64 insertions(+), 61 deletions(-) diff --git a/README.md b/README.md index 08c026b0f0..a7a1f53c47 100644 --- a/README.md +++ b/README.md @@ -37,34 +37,35 @@ FlinkX is a data synchronization tool based on Flink. FlinkX can collect static The following databases are currently supported: -| | Database Type | Reader | Writer | -|:----------------------:|:-------------:|:------:|:------:| -| Batch Synchronization | MySQL | √ | √ | -| | Oracle | √ | √ | -| | SqlServer | √ | √ | -| | PostgreSQL | √ | √ | -| | DB2 | √ | √ | -| | GBase | √ | √ | -| | ClickHouse | √ | √ | -| | PolarDB | √ | √ | -| | SAP Hana | √ | √ | -| | Teradata | √ | √ | -| | Phoenix | √ | √ | -| | Cassandra | √ | √ | -| | ODPS | √ | √ | -| | HBase | √ | √ | -| | MongoDB | √ | √ | -| | Kudu | √ | √ | -| | ElasticSearch | √ | √ | -| | FTP | √ | √ | -| | HDFS | √ | √ | -| | Carbondata | √ | √ | -| | Redis | √ | | -| | Hive | | √ | -| Stream Synchronization | Kafka | √ | √ | -| | EMQX | √ | √ | -| | MySQL Binlog | √ | | -| | MongoDB Oplog | √ | | +| | Database Type | Reader | Writer | +|:----------------------:|:-------------:|:-------------------------------:|:-------------------------------:| +| Batch Synchronization | MySQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Oracle | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | SqlServer | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | PostgreSQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | DB2 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | GBase | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | ClickHouse | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | PolarDB | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | SAP Hana | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Teradata | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Phoenix | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | 达梦 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Cassandra | [doc](docs/cassandrareader.md) | [doc](docs/cassandrawriter.md) | +| | ODPS | [doc](docs/odpsreader.md) | [doc](docs/odpswriter.md) | +| | HBase | [doc](docs/hbasereader.md) | [doc](docs/hbasewriter.md) | +| | MongoDB | [doc](docs/mongodbreader.md) | [doc](docs/mongodbwriter.md) | +| | Kudu | [doc](docs/kudureader.md) | [doc](docs/kuduwriter.md) | +| | ElasticSearch | [doc](docs/esreader.md) | [doc](docs/eswriter.md) | +| | FTP | [doc](docs/ftpreader.md) | [doc](docs/ftpwriter.md) | +| | HDFS | [doc](docs/hdfsreader.md) | [doc](docs/hdfswriter.md) | +| | Carbondata | [doc](docs/carbondatareader.md) | [doc](docs/carbondatawriter.md) | +| | Redis | | [doc](docs/rediswriter.md) | +| | Hive | | [doc](docs/hivewriter.md) | +| Stream Synchronization | Kafka | [doc](docs/kafkareader.md) | [doc](docs/kafkawriter.md) | +| | EMQX | [doc](docs/emqxreader.md) | [doc](docs/emqxwriter.md) | +| | MySQL Binlog | [doc](docs/binlog.md) | | +| | MongoDB Oplog | [doc](docs/mongodb_oplog.md) | | # Documentation diff --git a/README_CH.md b/README_CH.md index 2433d48876..a993e56562 100644 --- a/README_CH.md +++ b/README_CH.md @@ -37,33 +37,35 @@ FlinkX是一个基于Flink的批流统一的数据同步工具，既可以采集 FlinkX目前支持下面这些数据库： -| | 数据源类型 | Reader | Writer | -|:----:|:-------------:|:------:|:------:| -| 离线同步 | MySQL | √ | √ | -| | Oracle | √ | √ | -| | SqlServer | √ | √ | -| | PostgreSQL | √ | √ | -| | DB2 | √ | √ | -| | GBase | √ | √ | -| | ClickHouse | √ | √ | -| | PolarDB | √ | √ | -| | SAP Hana | √ | √ | -| | Teradata | √ | √ | -| | Phoenix | √ | √ | -| | Cassandra | √ | √ | -| | ODPS | √ | √ | -| | HBase | √ | √ | -| | MongoDB | √ | √ | -| | Kudu | √ | √ | -| | ElasticSearch | √ | √ | -| | FTP | √ | √ | -| | HDFS | √ | √ | -| | Carbondata | √ | √ | -| | Redis | √ | | -| | Hive | | √ | -| 实时采集 | Kafka | √ | √ | -| | EMQX | √ | √ | -| | MySQL Binlog | √ | | +| | Database Type | Reader | Writer | +|:----------------------:|:-------------:|:-------------------------------:|:-------------------------------:| +| Batch Synchronization | MySQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Oracle | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | SqlServer | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | PostgreSQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | DB2 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | GBase | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | ClickHouse | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | PolarDB | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | SAP Hana | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Teradata | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Phoenix | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | 达梦 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Cassandra | [doc](docs/cassandrareader.md) | [doc](docs/cassandrawriter.md) | +| | ODPS | [doc](docs/odpsreader.md) | [doc](docs/odpswriter.md) | +| | HBase | [doc](docs/hbasereader.md) | [doc](docs/hbasewriter.md) | +| | MongoDB | [doc](docs/mongodbreader.md) | [doc](docs/mongodbwriter.md) | +| | Kudu | [doc](docs/kudureader.md) | [doc](docs/kuduwriter.md) | +| | ElasticSearch | [doc](docs/esreader.md) | [doc](docs/eswriter.md) | +| | FTP | [doc](docs/ftpreader.md) | [doc](docs/ftpwriter.md) | +| | HDFS | [doc](docs/hdfsreader.md) | [doc](docs/hdfswriter.md) | +| | Carbondata | [doc](docs/carbondatareader.md) | [doc](docs/carbondatawriter.md) | +| | Redis | | [doc](docs/rediswriter.md) | +| | Hive | | [doc](docs/hivewriter.md) | +| Stream Synchronization | Kafka | [doc](docs/kafkareader.md) | [doc](docs/kafkawriter.md) | +| | EMQX | [doc](docs/emqxreader.md) | [doc](docs/emqxwriter.md) | +| | MySQL Binlog | [doc](docs/binlog.md) | | +| | MongoDB Oplog | [doc](docs/mongodb_oplog.md) | | # 参考文档 diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java index d2f103171d..a1461eef51 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java @@ -19,7 +19,7 @@ package com.dtstack.mongodb.oplog.reader; -import com.dtstack.flinkx.inputformat.RichInputFormat; +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.mongodb.MongodbClientUtil; import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.restore.FormatState; @@ -47,7 +47,7 @@ * @author jiangbo * @date 2019/12/5 */ -public class MongodbOplogInputFormat extends RichInputFormat { +public class MongodbOplogInputFormat extends BaseRichInputFormat { private final static String OPLOG_DB = "local"; private final static String REPLICA_SET_COLLECTION = "oplog.rs"; diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java index 3519e2fe35..790b6e407b 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java @@ -19,14 +19,14 @@ package com.dtstack.mongodb.oplog.reader; -import com.dtstack.flinkx.inputformat.RichInputFormatBuilder; +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.mongodb.MongodbConfig; /** * @author jiangbo * @date 2019/12/5 */ -public class MongodbOplogInputFormatBuilder extends RichInputFormatBuilder { +public class MongodbOplogInputFormatBuilder extends BaseRichInputFormatBuilder { private MongodbOplogInputFormat format; diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java index e44d20aa67..e3873636ea 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java @@ -22,7 +22,7 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.mongodb.MongodbConfig; -import com.dtstack.flinkx.reader.DataReader; +import com.dtstack.flinkx.reader.BaseDataReader; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; @@ -31,7 +31,7 @@ * @author jiangbo * @date 2019/12/5 */ -public class MongodbOplogReader extends DataReader { +public class MongodbOplogReader extends BaseDataReader { private MongodbConfig mongodbConfig; From f7e346f764f6819a555eb5c60e819cc3aa508613 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 19:36:28 +0800 Subject: [PATCH 032/136] Merge branch 'feature_1.8_oplogs' into github_release_1.8.5 --- .../com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java index 8555ae2d6c..37846ffba0 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java @@ -25,12 +25,10 @@ import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang.StringUtils; -import org.apache.flink.configuration.Configuration; import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; import org.postgresql.jdbc.PgConnection; -import org.postgresql.replication.LogSequenceNumber; import java.io.IOException; import java.util.List; @@ -68,7 +66,7 @@ public class PgWalInputFormat extends RichInputFormat { private volatile boolean running = false; @Override - public void configure(Configuration parameters) { + public void openInputFormat() throws IOException{ executor = Executors.newFixedThreadPool(1); queue = new SynchronousQueue<>(true); } @@ -147,7 +145,7 @@ protected void closeInternal() throws IOException { } @Override - public InputSplit[] createInputSplits(int minNumSplits) throws IOException { + public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { InputSplit[] splits = new InputSplit[minNumSplits]; for (int i = 0; i < minNumSplits; i++) { splits[i] = new GenericInputSplit(i, minNumSplits); From 0699fff4126e758464fc7f32ec43168cf972cd85 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 19:52:59 +0800 Subject: [PATCH 033/136] Merge branch 'feature_1.8_oplogs' into github_release_1.8.5 --- README.md | 59 +++++++++--------- README_CH.md | 59 +++++++++--------- bin/install_jars.bat | 2 + bin/install_jars.sh | 2 + .../com/dtstack/flinkx/pgwal/PgWalUtil.java | 2 +- .../flinkx/pgwal/format/PgWalInputFormat.java | 4 +- .../pgwal/format/PgWalInputFormatBuilder.java | 4 +- .../flinkx/pgwal/reader/PgwalReader.java | 4 +- flinkx-test/pom.xml | 0 .../com/dtstack/flinkx/test/LocalTest.java | 0 .../flinkx/test/PluginNameConstrant.java | 0 .../resources/dev_test_job/oplog_stream.json | 40 ------------ jars/Dm7JdbcDriver18.jar | Bin 0 -> 1395146 bytes jars/readme.md | 8 ++- 14 files changed, 78 insertions(+), 106 deletions(-) delete mode 100644 flinkx-test/pom.xml delete mode 100644 flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java delete mode 100644 flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java delete mode 100644 flinkx-test/src/main/resources/dev_test_job/oplog_stream.json create mode 100644 jars/Dm7JdbcDriver18.jar diff --git a/README.md b/README.md index a7a1f53c47..0ab6323025 100644 --- a/README.md +++ b/README.md @@ -37,35 +37,36 @@ FlinkX is a data synchronization tool based on Flink. FlinkX can collect static The following databases are currently supported: -| | Database Type | Reader | Writer | -|:----------------------:|:-------------:|:-------------------------------:|:-------------------------------:| -| Batch Synchronization | MySQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Oracle | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | SqlServer | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | PostgreSQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | DB2 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | GBase | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | ClickHouse | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | PolarDB | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | SAP Hana | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Teradata | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Phoenix | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | 达梦 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Cassandra | [doc](docs/cassandrareader.md) | [doc](docs/cassandrawriter.md) | -| | ODPS | [doc](docs/odpsreader.md) | [doc](docs/odpswriter.md) | -| | HBase | [doc](docs/hbasereader.md) | [doc](docs/hbasewriter.md) | -| | MongoDB | [doc](docs/mongodbreader.md) | [doc](docs/mongodbwriter.md) | -| | Kudu | [doc](docs/kudureader.md) | [doc](docs/kuduwriter.md) | -| | ElasticSearch | [doc](docs/esreader.md) | [doc](docs/eswriter.md) | -| | FTP | [doc](docs/ftpreader.md) | [doc](docs/ftpwriter.md) | -| | HDFS | [doc](docs/hdfsreader.md) | [doc](docs/hdfswriter.md) | -| | Carbondata | [doc](docs/carbondatareader.md) | [doc](docs/carbondatawriter.md) | -| | Redis | | [doc](docs/rediswriter.md) | -| | Hive | | [doc](docs/hivewriter.md) | -| Stream Synchronization | Kafka | [doc](docs/kafkareader.md) | [doc](docs/kafkawriter.md) | -| | EMQX | [doc](docs/emqxreader.md) | [doc](docs/emqxwriter.md) | -| | MySQL Binlog | [doc](docs/binlog.md) | | -| | MongoDB Oplog | [doc](docs/mongodb_oplog.md) | | +| | Database Type | Reader | Writer | +|:----------------------:|:--------------:|:-------------------------------:|:-------------------------------:| +| Batch Synchronization | MySQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Oracle | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | SqlServer | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | PostgreSQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | DB2 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | GBase | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | ClickHouse | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | PolarDB | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | SAP Hana | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Teradata | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Phoenix | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | 达梦 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Cassandra | [doc](docs/cassandrareader.md) | [doc](docs/cassandrawriter.md) | +| | ODPS | [doc](docs/odpsreader.md) | [doc](docs/odpswriter.md) | +| | HBase | [doc](docs/hbasereader.md) | [doc](docs/hbasewriter.md) | +| | MongoDB | [doc](docs/mongodbreader.md) | [doc](docs/mongodbwriter.md) | +| | Kudu | [doc](docs/kudureader.md) | [doc](docs/kuduwriter.md) | +| | ElasticSearch | [doc](docs/esreader.md) | [doc](docs/eswriter.md) | +| | FTP | [doc](docs/ftpreader.md) | [doc](docs/ftpwriter.md) | +| | HDFS | [doc](docs/hdfsreader.md) | [doc](docs/hdfswriter.md) | +| | Carbondata | [doc](docs/carbondatareader.md) | [doc](docs/carbondatawriter.md) | +| | Redis | | [doc](docs/rediswriter.md) | +| | Hive | | [doc](docs/hivewriter.md) | +| Stream Synchronization | Kafka | [doc](docs/kafkareader.md) | [doc](docs/kafkawriter.md) | +| | EMQX | [doc](docs/emqxreader.md) | [doc](docs/emqxwriter.md) | +| | MySQL Binlog | [doc](docs/binlog.md) | | +| | MongoDB Oplog | [doc](docs/mongodb_oplog.md) | | +| | PostgreSQL WAL | [doc](docs/pgwalreader.md) | | # Documentation diff --git a/README_CH.md b/README_CH.md index a993e56562..6a8ccd289b 100644 --- a/README_CH.md +++ b/README_CH.md @@ -37,35 +37,36 @@ FlinkX是一个基于Flink的批流统一的数据同步工具，既可以采集 FlinkX目前支持下面这些数据库： -| | Database Type | Reader | Writer | -|:----------------------:|:-------------:|:-------------------------------:|:-------------------------------:| -| Batch Synchronization | MySQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Oracle | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | SqlServer | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | PostgreSQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | DB2 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | GBase | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | ClickHouse | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | PolarDB | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | SAP Hana | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Teradata | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Phoenix | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | 达梦 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Cassandra | [doc](docs/cassandrareader.md) | [doc](docs/cassandrawriter.md) | -| | ODPS | [doc](docs/odpsreader.md) | [doc](docs/odpswriter.md) | -| | HBase | [doc](docs/hbasereader.md) | [doc](docs/hbasewriter.md) | -| | MongoDB | [doc](docs/mongodbreader.md) | [doc](docs/mongodbwriter.md) | -| | Kudu | [doc](docs/kudureader.md) | [doc](docs/kuduwriter.md) | -| | ElasticSearch | [doc](docs/esreader.md) | [doc](docs/eswriter.md) | -| | FTP | [doc](docs/ftpreader.md) | [doc](docs/ftpwriter.md) | -| | HDFS | [doc](docs/hdfsreader.md) | [doc](docs/hdfswriter.md) | -| | Carbondata | [doc](docs/carbondatareader.md) | [doc](docs/carbondatawriter.md) | -| | Redis | | [doc](docs/rediswriter.md) | -| | Hive | | [doc](docs/hivewriter.md) | -| Stream Synchronization | Kafka | [doc](docs/kafkareader.md) | [doc](docs/kafkawriter.md) | -| | EMQX | [doc](docs/emqxreader.md) | [doc](docs/emqxwriter.md) | -| | MySQL Binlog | [doc](docs/binlog.md) | | -| | MongoDB Oplog | [doc](docs/mongodb_oplog.md) | | +| | Database Type | Reader | Writer | +|:----------------------:|:--------------:|:-------------------------------:|:-------------------------------:| +| Batch Synchronization | MySQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Oracle | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | SqlServer | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | PostgreSQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | DB2 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | GBase | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | ClickHouse | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | PolarDB | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | SAP Hana | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Teradata | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Phoenix | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | 达梦 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | +| | Cassandra | [doc](docs/cassandrareader.md) | [doc](docs/cassandrawriter.md) | +| | ODPS | [doc](docs/odpsreader.md) | [doc](docs/odpswriter.md) | +| | HBase | [doc](docs/hbasereader.md) | [doc](docs/hbasewriter.md) | +| | MongoDB | [doc](docs/mongodbreader.md) | [doc](docs/mongodbwriter.md) | +| | Kudu | [doc](docs/kudureader.md) | [doc](docs/kuduwriter.md) | +| | ElasticSearch | [doc](docs/esreader.md) | [doc](docs/eswriter.md) | +| | FTP | [doc](docs/ftpreader.md) | [doc](docs/ftpwriter.md) | +| | HDFS | [doc](docs/hdfsreader.md) | [doc](docs/hdfswriter.md) | +| | Carbondata | [doc](docs/carbondatareader.md) | [doc](docs/carbondatawriter.md) | +| | Redis | | [doc](docs/rediswriter.md) | +| | Hive | | [doc](docs/hivewriter.md) | +| Stream Synchronization | Kafka | [doc](docs/kafkareader.md) | [doc](docs/kafkawriter.md) | +| | EMQX | [doc](docs/emqxreader.md) | [doc](docs/emqxwriter.md) | +| | MySQL Binlog | [doc](docs/binlog.md) | | +| | MongoDB Oplog | [doc](docs/mongodb_oplog.md) | | +| | PostgreSQL WAL | [doc](docs/pgwalreader.md) | | # 参考文档 diff --git a/bin/install_jars.bat b/bin/install_jars.bat index 140dd108f8..c3910d5ff5 100644 --- a/bin/install_jars.bat +++ b/bin/install_jars.bat @@ -4,3 +4,5 @@ call mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -D call mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=../jars/gbase-8.3.81.53.jar +call mvn install:install-file -DgroupId=dm.jdbc.driver -DartifactId=dm7 -Dversion=18.0.0 -Dpackaging=jar -Dfile=../jars/Dm7JdbcDriver18.jar + diff --git a/bin/install_jars.sh b/bin/install_jars.sh index a43cd9a38c..cac9471eed 100644 --- a/bin/install_jars.sh +++ b/bin/install_jars.sh @@ -9,3 +9,5 @@ mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversi ## gbase driver mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=../jars/gbase-8.3.81.53.jar +## dm driver +mvn install:install-file -DgroupId=dm.jdbc.driver -DartifactId=dm7 -Dversion=18.0.0 -Dpackaging=jar -Dfile=../jars/Dm7JdbcDriver18.jar \ No newline at end of file diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java index 4dfb415795..bb325f5d93 100644 --- a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java @@ -206,7 +206,7 @@ public static PgConnection getConnection(String url, String username, String pas PGProperty.PREFER_QUERY_MODE.set(props, "simple"); //postgres version must > 10 PGProperty.ASSUME_MIN_SERVER_VERSION.set(props, "10"); - synchronized (ClassUtil.lock_str) { + synchronized (ClassUtil.LOCK_STR) { DriverManager.setLoginTimeout(10); // telnet TelnetUtil.telnet(url); diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java index 37846ffba0..e75b38a087 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java @@ -18,7 +18,7 @@ package com.dtstack.flinkx.pgwal.format; -import com.dtstack.flinkx.inputformat.RichInputFormat; +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.pgwal.PgRelicationSlot; import com.dtstack.flinkx.pgwal.PgWalUtil; import com.dtstack.flinkx.pgwal.listener.PgWalListener; @@ -44,7 +44,7 @@ * * @author tudou */ -public class PgWalInputFormat extends RichInputFormat { +public class PgWalInputFormat extends BaseRichInputFormat { protected String username; protected String password; protected String url; diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java index e062690308..c32f225e55 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java @@ -18,7 +18,7 @@ package com.dtstack.flinkx.pgwal.format; -import com.dtstack.flinkx.inputformat.RichInputFormatBuilder; +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang3.StringUtils; @@ -30,7 +30,7 @@ * * @author tudou */ -public class PgWalInputFormatBuilder extends RichInputFormatBuilder { +public class PgWalInputFormatBuilder extends BaseRichInputFormatBuilder { protected PgWalInputFormat format; diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java index 3f9c86a020..5dcfaf888c 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java @@ -22,7 +22,7 @@ import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.pgwal.PgWalConfigKeys; import com.dtstack.flinkx.pgwal.format.PgWalInputFormatBuilder; -import com.dtstack.flinkx.reader.DataReader; +import com.dtstack.flinkx.reader.BaseDataReader; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; @@ -35,7 +35,7 @@ * * @author tudou */ -public class PgwalReader extends DataReader { +public class PgwalReader extends BaseDataReader { private String username; private String password; private String url; diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstrant.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json b/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json deleted file mode 100644 index bd01fd412c..0000000000 --- a/flinkx-test/src/main/resources/dev_test_job/oplog_stream.json +++ /dev/null @@ -1,40 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "name": "mongodboplogreader", - "parameter": { - "hostPorts": "127.0.0.1:30001,127.0.0.1:30002,127.0.0.1:30003", - "username": "root", - "password": "123456", - "database": "admin", - "clusterMode": "REPLICA_SET", - "authenticationMechanism": "SCRAM-SHA-256", - "monitorDatabases": ["test"], - "excludeDocId": false - } - }, - "writer": { - "name": "streamwriter", - "parameter": { - "print": true - } - } - } - ], - "setting": { - "speed": { - 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zSRAXsTrS}B-j)t~(g-axi-d?G5%$uIbm8|utcyg2>Fx7m@BWC lf5`GT@Ou9iz~6t?Qd^AxBoPRNCXOb~PG{g-UZI`a{{TD99O?i7 literal 0 HcmV?d00001 diff --git a/jars/readme.md b/jars/readme.md index 0752be7ed2..e6a930809e 100644 --- a/jars/readme.md +++ b/jars/readme.md @@ -8,12 +8,18 @@ oracle：[下载](ojdbc8-12.2.0.1.jar) gbase：[下载](gbase-8.3.81.53.jar) +达梦：[下载](Dm7JdbcDriver18.jar) + 然后上传到本地仓库： ``` mvn install:install-file -DgroupId=com.ibm.db2 -DartifactId=db2jcc -Dversion=3.72.44 -Dpackaging=jar -Dfile=db2jcc-3.72.44.jar mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversion=12.2.0.1 -Dpackaging=jar -Dfile=ojdbc8-12.2.0.1.jar + +mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=gbase-8.3.81.53.jar + +mvn install:install-file -DgroupId=com.dm -DartifactId=Dm7JdbcDriver18 -Dversion=7.6.0.197 -Dpackaging=jar -Dfile=Dm7JdbcDriver18.jar ``` -说明：这两个驱动包在我们自己搭建的仓库里有，并且这两个版本的驱动包在已经在生产环境中使用，所以不能很快修改版本，需要做相关测试，我们会在后期的版本中修改这两个驱动包的版本，可以先暂时下载安装驱动来解决。 +说明：这几个驱动包在我们自己搭建的仓库里有，并且这几个版本的驱动包在已经在生产环境中使用，所以不能很快修改版本，需要做相关测试，我们会在后期的版本中修改这两个驱动包的版本，可以先暂时下载安装驱动来解决。 From 6340057c91f5b8c3699e4f43a981aecb811b65eb Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 20:09:45 +0800 Subject: [PATCH 034/136] =?UTF-8?q?=E6=B7=BB=E5=8A=A0Restart=20Strategies?= =?UTF-8?q?=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README_OLD.md | 17 ++++++++++++++++- 1 file changed, 16 insertions(+), 1 deletion(-) diff --git a/README_OLD.md b/README_OLD.md index decf8559ca..144b82a9bc 100644 --- a/README_OLD.md +++ b/README_OLD.md @@ -192,7 +192,8 @@ bin/flinkx -mode yarnPer \ "setting": { "speed": {...}, "errorLimit": {...}, - "dirty": {...} + "dirty": {...}, + "restart": {...} } ``` @@ -281,6 +282,19 @@ restore配置请参考[断点续传](docs/restore.md) 注意：该日志记录功能只会记录`com.dtstack`包下的输出日志, 如需变更，可修改类参数`DtLogger.LOGGER_NAME`。 +#### 4.1.6 restart + +``` +"restart": { + "strategy": "fixedDelay", + "restartAttempts": 5, + "delayInterval": 10, + "failureRate":2, + "failureInterval":60 + } +``` +* strategy：重启策略，可选：NoRestart、fixedDelay、failureRate，可参考[Flink文档](https://ci.apache.org/projects/flink/flink-docs-stable/dev/task_failure_recovery.html) + ### 4.2 content ``` @@ -331,6 +345,7 @@ reader和writer包括name和parameter，分别表示插件名称和插件参数 * [Cassandra读取插件](docs/cassandrareader.md) * [Emqx读取插件](docs/emqxreader.md) * [MongoDB实时采集插件](docs/mongodb_oplog.md) +* [PostgreSQL WAL实时采集插件](docs/pgwalreader.md) ### 5.2 写入插件 From 548a245df4f8cb28f699efa9be786de9681d3fcf Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 1 Apr 2020 20:29:53 +0800 Subject: [PATCH 035/136] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E6=89=93=E5=8C=85?= =?UTF-8?q?=E5=90=8D=E7=A7=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 5564c9ae45..73ddb257f6 100644 --- a/pom.xml +++ b/pom.xml @@ -65,7 +65,7 @@ 2.7.3 4.5.3 ${basedir}/dev - release_1.8.5 + release_1.8.5 sh From cdde2a6b3a8cd09a7491f600c1a33bc4156296d6 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 8 Apr 2020 22:09:38 +0800 Subject: [PATCH 036/136] fix npe and load local keytab file --- .../java/com/dtstack/flinkx/authenticate/KerberosUtil.java | 5 +++++ .../com/dtstack/flinkx/inputformat/BaseRichInputFormat.java | 2 +- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java index 15a0cbcc83..c89f0b2274 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java @@ -226,6 +226,11 @@ public static String getPrincipalFileName(Map config) { throw new RuntimeException("[principalFile]必须指定"); } + boolean useLocalFile = MapUtils.getBooleanValue(config, KEY_USE_LOCAL_FILE); + if (useLocalFile) { + return fileName; + } + if (fileName.contains(SP)) { fileName = fileName.substring(fileName.lastIndexOf(SP) + 1); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java index 2b913843fb..64bb73f2c3 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java @@ -71,7 +71,7 @@ public abstract class BaseRichInputFormat extends org.apache.flink.api.common.io protected FormatState formatState; - protected TestConfig testConfig; + protected TestConfig testConfig = TestConfig.defaultConfig(); protected transient BaseMetric inputMetric; From 25a32b1da381b2537229698bb209efa03bdc2d76 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Tue, 14 Apr 2020 20:55:33 +0800 Subject: [PATCH 037/136] fix --- .../main/java/com/dtstack/flinkx/Main.java | 11 +- .../com/dtstack/flinkx/options/Options.java | 2 +- flinkx-dm/flinkx-dm-reader/pom.xml | 2 +- flinkx-dm/flinkx-dm-writer/pom.xml | 2 +- .../flinkx/launcher/ClassLoaderType.java | 21 + .../flinkx/launcher/ClusterClientFactory.java | 2 - .../com/dtstack/flinkx/launcher/Launcher.java | 48 +- .../perjob/PerJobClusterClientBuilder.java | 58 +- .../launcher/perjob/PerJobSubmitter.java | 44 +- .../deployment/ClusterSpecification.java | 259 +++ .../flink/client/program/JobWithJars.java | 161 ++ .../flink/client/program/PackagedProgram.java | 773 ++++++++ .../yarn/AbstractYarnClusterDescriptor.java | 1752 +++++++++++++++++ .../flinkx-mongodb-oplog-reader/pom.xml | 2 +- flinkx-pgwal/flinkx-pgwal-reader/pom.xml | 2 +- 15 files changed, 3079 insertions(+), 60 deletions(-) create mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java create mode 100644 flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java create mode 100644 flinkx-launcher/src/main/java/org/apache/flink/client/program/JobWithJars.java create mode 100644 flinkx-launcher/src/main/java/org/apache/flink/client/program/PackagedProgram.java create mode 100644 flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index 7e2181d908..47e20d2b28 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -39,6 +39,8 @@ import org.apache.flink.api.common.restartstrategy.RestartStrategies; import org.apache.flink.api.common.time.Time; import org.apache.flink.client.program.ContextEnvironment; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.GlobalConfiguration; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.streaming.api.CheckpointingMode; import org.apache.flink.streaming.api.datastream.DataStream; @@ -46,8 +48,6 @@ import org.apache.flink.streaming.api.environment.CheckpointConfig; import org.apache.flink.streaming.api.environment.StreamContextEnvironment; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.flink.streaming.api.transformations.PartitionTransformation; -import com.dtstack.flinkx.streaming.runtime.partitioner.CustomPartitioner; import org.apache.flink.types.Row; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -98,9 +98,14 @@ public static void main(String[] args) throws Exception { config.setPluginRoot(pluginRoot); } + Configuration flinkConf = new Configuration(); + if (StringUtils.isNotEmpty(options.getFlinkconf())) { + flinkConf = GlobalConfiguration.loadConfiguration(options.getFlinkconf()); + } + StreamExecutionEnvironment env = (StringUtils.isNotBlank(monitor)) ? StreamExecutionEnvironment.getExecutionEnvironment() : - new MyLocalStreamEnvironment(); + new MyLocalStreamEnvironment(flinkConf); env = openCheckpointConf(env, confProperties); configRestartStrategy(env, config); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index ee582f08b0..804f983bdb 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -43,7 +43,7 @@ public class Options { @OptionRequired(description = "Flink configuration directory") private String flinkconf; - @OptionRequired(required = true, description = "env properties") + @OptionRequired(description = "env properties") private String pluginRoot; @OptionRequired(description = "Yarn and Hadoop configuration directory") diff --git a/flinkx-dm/flinkx-dm-reader/pom.xml b/flinkx-dm/flinkx-dm-reader/pom.xml index e7e4d41da8..15ce92929b 100644 --- a/flinkx-dm/flinkx-dm-reader/pom.xml +++ b/flinkx-dm/flinkx-dm-reader/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../plugins/dmreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-dm/flinkx-dm-writer/pom.xml b/flinkx-dm/flinkx-dm-writer/pom.xml index 8722439eae..abe284fc04 100644 --- a/flinkx-dm/flinkx-dm-writer/pom.xml +++ b/flinkx-dm/flinkx-dm-writer/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../plugins/dmwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java new file mode 100644 index 0000000000..540db38056 --- /dev/null +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java @@ -0,0 +1,21 @@ +package com.dtstack.flinkx.launcher; + +/** + * company: www.dtstack.com + * author: toutian + * create: 2019/10/17 + */ +public enum ClassLoaderType { + NONE, CHILD_FIRST, PARENT_FIRST, CHILD_FIRST_CACHE, PARENT_FIRST_CACHE; + + public static ClassLoaderType getByClassMode(String classMode) { + ClassLoaderType classLoaderType; + if ("classpath".equalsIgnoreCase(classMode)) { + classLoaderType = ClassLoaderType.CHILD_FIRST; + } else { + classLoaderType = ClassLoaderType.PARENT_FIRST; + } + + return classLoaderType; + } +} diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index c7dbeae523..fbbf7bff38 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -141,6 +141,4 @@ public static ClusterClient createYarnClient(Options launcherOptions) { throw new UnsupportedOperationException("Haven't been developed yet!"); } - - } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index be2a11ba36..19dc85366f 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -29,10 +29,6 @@ import org.apache.commons.lang.StringUtils; import org.apache.flink.client.program.ClusterClient; import org.apache.flink.client.program.PackagedProgram; -import org.apache.flink.client.program.PackagedProgramUtils; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.GlobalConfiguration; -import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.util.Preconditions; import org.slf4j.LoggerFactory; @@ -55,6 +51,10 @@ */ public class Launcher { + public static final String KEY_FLINKX_HOME = "FLINKX_HOME"; + + public static final String PLUGINS_DIR_NAME = "plugins"; + public static final String CORE_JAR_NAME_PREFIX = "flinkx"; private static List analyzeUserClasspath(String content, String pluginRoot) { @@ -88,6 +88,8 @@ public static void main(String[] args) throws Exception { setLogLevel(Level.INFO.toString()); OptionParser optionParser = new OptionParser(args); Options launcherOptions = optionParser.getOptions(); + findDefaultPluginRoot(launcherOptions); + String mode = launcherOptions.getMode(); List argList = optionParser.getProgramExeArgList(); if(mode.equals(ClusterMode.local.name())) { @@ -106,7 +108,9 @@ public static void main(String[] args) throws Exception { argList.add(monitor); String[] remoteArgs = argList.toArray(new String[0]); - PackagedProgram program = new PackagedProgram(jarFile, urlList, remoteArgs); + + ClassLoaderType classLoaderType = ClassLoaderType.getByClassMode(launcherOptions.getPluginLoadMode()); + PackagedProgram program = new PackagedProgram(jarFile, urlList, classLoaderType, "com.dtstack.flinkx.Main", remoteArgs); if (StringUtils.isNotEmpty(launcherOptions.getS())){ program.setSavepointRestoreSettings(SavepointRestoreSettings.forPath(launcherOptions.getS())); @@ -126,19 +130,35 @@ public static void main(String[] args) throws Exception { } argList.add("-monitor"); - argList.add("application_default"); + argList.add(""); //jdk内在优化，使用空数组效率更高 String[] remoteArgs = argList.toArray(new String[0]); - PackagedProgram program = new PackagedProgram(jarFile, urlList, remoteArgs); - if (StringUtils.isNotEmpty(launcherOptions.getS())){ - program.setSavepointRestoreSettings(SavepointRestoreSettings.forPath(launcherOptions.getS())); - } - String flinkConfDir = launcherOptions.getFlinkconf(); - Configuration conf = GlobalConfiguration.loadConfiguration(flinkConfDir); - JobGraph jobGraph = PackagedProgramUtils.createJobGraph(program, conf, Integer.parseInt(launcherOptions.getParallelism())); - PerJobSubmitter.submit(launcherOptions, jobGraph); + PerJobSubmitter.submit(launcherOptions, jarFile, remoteArgs); + } + } + } + + private static void findDefaultPluginRoot(Options launcherOptions) { + String pluginRoot = launcherOptions.getPluginRoot(); + if (StringUtils.isNotEmpty(pluginRoot)) { + return; + } + + String flinkxHome = System.getenv(KEY_FLINKX_HOME); + if (StringUtils.isEmpty(flinkxHome)) { + flinkxHome = System.getProperty(KEY_FLINKX_HOME); + } + + if (StringUtils.isNotEmpty(flinkxHome)) { + flinkxHome = flinkxHome.trim(); + if (flinkxHome.endsWith(File.separator)) { + pluginRoot = flinkxHome + PLUGINS_DIR_NAME; + } else { + pluginRoot = flinkxHome + File.separator + PLUGINS_DIR_NAME; } + + launcherOptions.setPluginRoot(pluginRoot); } } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java index 0f6bb795ca..1e16bae775 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java @@ -17,13 +17,11 @@ */ package com.dtstack.flinkx.launcher.perjob; -import com.dtstack.flinkx.launcher.YarnConfLoader; import com.dtstack.flinkx.options.Options; -import com.google.common.base.Strings; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.google.common.collect.Lists; import org.apache.commons.lang.StringUtils; -import org.apache.flink.api.common.cache.DistributedCache; import org.apache.flink.configuration.Configuration; -import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.security.SecurityConfiguration; import org.apache.flink.runtime.security.SecurityUtils; import org.apache.flink.yarn.AbstractYarnClusterDescriptor; @@ -37,10 +35,7 @@ import java.io.File; import java.net.MalformedURLException; -import java.util.ArrayList; -import java.util.List; -import java.util.Map; -import java.util.Properties; +import java.util.*; /** * Date: 2019/09/11 @@ -48,30 +43,21 @@ * @author tudou */ public class PerJobClusterClientBuilder { - private static final Logger LOG = LoggerFactory.getLogger(PerJobClusterClientBuilder.class); - private static final String DEFAULT_CONF_DIR = "./"; + private static final Logger LOG = LoggerFactory.getLogger(PerJobClusterClientBuilder.class); private YarnClient yarnClient; private YarnConfiguration yarnConf; - private Configuration flinkConfig; - /** * init yarnClient - * @param yarnConfDir the path of yarnconf */ - public void init(String yarnConfDir, Configuration flinkConfig, Properties userConf) throws Exception { - - if(Strings.isNullOrEmpty(yarnConfDir)) { - throw new RuntimeException("parameters of yarn is required"); - } + public void init(YarnConfiguration yarnConf, Configuration flinkConfig, Properties userConf) throws Exception { userConf.forEach((key, val) -> flinkConfig.setString(key.toString(), val.toString())); - this.flinkConfig = flinkConfig; SecurityUtils.install(new SecurityConfiguration(flinkConfig)); - yarnConf = YarnConfLoader.getYarnConf(yarnConfDir); + this.yarnConf = yarnConf; yarnClient = YarnClient.createYarnClient(); yarnClient.init(yarnConf); yarnClient.start(); @@ -83,11 +69,10 @@ public void init(String yarnConfDir, Configuration flinkConfig, Properties userC * create a yarn cluster descriptor which is used to start the application master * @param confProp taskParams * @param options LauncherOptions - * @param jobGraph JobGraph * @return * @throws MalformedURLException */ - public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, Options options, JobGraph jobGraph) throws MalformedURLException { + public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, Options options) throws MalformedURLException { String flinkJarPath = options.getFlinkLibJar(); if (StringUtils.isNotBlank(flinkJarPath)) { if (!new File(flinkJarPath).exists()) { @@ -112,17 +97,16 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co } } } + if (StringUtils.equalsIgnoreCase(options.getPluginLoadMode(), "shipfile")) { - Map jobCacheFileConfig = jobGraph.getUserArtifacts(); - for(Map.Entry tmp : jobCacheFileConfig.entrySet()){ - if(tmp.getKey().startsWith("class_path")){ - shipFiles.add(new File(tmp.getValue().filePath)); - } - } + List files = fillAllPluginPathForYarnSession(options.getPluginRoot()); + shipFiles.addAll(files); } + if (StringUtils.isNotBlank(options.getQueue())) { descriptor.setQueue(options.getQueue()); } + File log4j = new File(options.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); if(log4j.exists()){ shipFiles.add(log4j); @@ -135,4 +119,22 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co descriptor.addShipFiles(shipFiles); return descriptor; } + + private List fillAllPluginPathForYarnSession(String flinkPluginRoot) { + List pluginPaths = Lists.newArrayList(); + //预加载同步插件jar包 + if (org.apache.commons.lang3.StringUtils.isNotBlank(flinkPluginRoot)) { + try { + File[] jars = new File(flinkPluginRoot).listFiles(); + if (jars != null) { + pluginPaths.addAll(Arrays.asList(jars)); + } else { + LOG.warn("jars in flinkPluginRoot is null, flinkPluginRoot = {}", flinkPluginRoot); + } + } catch (Exception e) { + LOG.error("error to load jars in flinkPluginRoot, flinkPluginRoot = {}, e = {}", flinkPluginRoot, ExceptionUtil.getErrorMessage(e)); + } + } + return pluginPaths; + } } \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java index 0be4ec5279..3119df54ca 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.launcher.perjob; +import com.dtstack.flinkx.launcher.ClassLoaderType; +import com.dtstack.flinkx.launcher.YarnConfLoader; import com.dtstack.flinkx.options.Options; import com.dtstack.flinkx.util.MapUtil; import org.apache.commons.lang.StringUtils; @@ -26,11 +28,15 @@ import org.apache.flink.configuration.Configuration; import org.apache.flink.configuration.GlobalConfiguration; import org.apache.flink.runtime.jobgraph.JobGraph; +import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.yarn.AbstractYarnClusterDescriptor; import org.apache.hadoop.yarn.api.records.ApplicationId; +import org.apache.hadoop.yarn.conf.YarnConfiguration; import org.slf4j.Logger; import org.slf4j.LoggerFactory; +import java.io.File; +import java.util.ArrayList; import java.util.Properties; /** @@ -44,23 +50,45 @@ public class PerJobSubmitter { /** * submit per-job task * @param options LauncherOptions - * @param jobGraph JobGraph * @return * @throws Exception */ - public static String submit(Options options, JobGraph jobGraph) throws Exception{ + public static String submit(Options options, File jarFile, String[] programArgs) throws Exception{ LOG.info("start to submit per-job task, LauncherOptions = {}", options.toString()); + + if (StringUtils.isEmpty(options.getYarnconf())) { + throw new RuntimeException("parameters of yarn is required"); + } + + YarnConfiguration yarnConf = StringUtils.isEmpty(options.getYarnconf()) ? new YarnConfiguration() : YarnConfLoader.getYarnConf(options.getYarnconf()); + Configuration flinkConfig = StringUtils.isEmpty(options.getFlinkconf()) ? new Configuration() : GlobalConfiguration.loadConfiguration(options.getFlinkconf()); + Properties conProp = MapUtil.jsonStrToObject(options.getConfProp(), Properties.class); ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp); + clusterSpecification.setCreateProgramDelay(true); + clusterSpecification.setConfiguration(flinkConfig); + clusterSpecification.setClasspaths(new ArrayList<>()); + clusterSpecification.setEntryPointClass("com.dtstack.flinkx.Main"); + clusterSpecification.setJarFile(jarFile); + + if (StringUtils.isNotEmpty(options.getS())) { + clusterSpecification.setSpSetting(SavepointRestoreSettings.forPath(options.getS())); + } + + clusterSpecification.setProgramArgs(programArgs); + clusterSpecification.setCreateProgramDelay(true); + clusterSpecification.setYarnConfiguration(yarnConf); + + ClassLoaderType classLoaderType = ClassLoaderType.getByClassMode(options.getPluginLoadMode()); + clusterSpecification.setClassLoaderType(classLoaderType); + PerJobClusterClientBuilder perJobClusterClientBuilder = new PerJobClusterClientBuilder(); - Configuration config = StringUtils.isEmpty(options.getFlinkconf()) ? new Configuration() : GlobalConfiguration.loadConfiguration(options.getFlinkconf()); - perJobClusterClientBuilder.init(options.getYarnconf(), config, conProp); + perJobClusterClientBuilder.init(yarnConf, flinkConfig, conProp); - AbstractYarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, options, jobGraph); - ClusterClient clusterClient = descriptor.deployJobCluster(clusterSpecification, jobGraph, true); + AbstractYarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, options); + ClusterClient clusterClient = descriptor.deployJobCluster(clusterSpecification, new JobGraph(), true); String applicationId = clusterClient.getClusterId().toString(); - String flinkJobId = jobGraph.getJobID().toString(); - LOG.info("deploy per_job with appId: {}}, jobId: {}", applicationId, flinkJobId); + LOG.info("deploy per_job with appId: {}", applicationId); return applicationId; } } \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java new file mode 100644 index 0000000000..2e12164d90 --- /dev/null +++ b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java @@ -0,0 +1,259 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.client.deployment; + +import com.dtstack.flinkx.launcher.ClassLoaderType; +import org.apache.flink.client.program.PackagedProgram; +import org.apache.flink.configuration.ConfigConstants; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.JobManagerOptions; +import org.apache.flink.configuration.TaskManagerOptions; +import org.apache.flink.runtime.jobgraph.JobGraph; +import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; +import org.apache.hadoop.yarn.conf.YarnConfiguration; + +import java.io.File; +import java.net.URL; +import java.util.List; + +/** + * Description of the cluster to start by the {@link ClusterDescriptor}. + */ +public final class ClusterSpecification { + private final int masterMemoryMB; + private final int taskManagerMemoryMB; + private final int numberTaskManagers; + private final int slotsPerTaskManager; + private final int priority; + + private int parallelism; + private Configuration configuration; + private YarnConfiguration yarnConfiguration; + private JobGraph jobGraph; + private SavepointRestoreSettings spSetting; + private List classpaths; + private String entryPointClass; + private String[] programArgs; + private File jarFile; + private boolean createProgramDelay = false; + private PackagedProgram program; + private ClassLoaderType classLoaderType = ClassLoaderType.PARENT_FIRST; + + private ClusterSpecification(int masterMemoryMB, int taskManagerMemoryMB, int numberTaskManagers, int slotsPerTaskManager, int parallelism, int priority) { + this.masterMemoryMB = masterMemoryMB; + this.taskManagerMemoryMB = taskManagerMemoryMB; + this.numberTaskManagers = numberTaskManagers; + this.slotsPerTaskManager = slotsPerTaskManager; + this.parallelism = parallelism; + this.priority = priority; + } + + public PackagedProgram getProgram() { + return program; + } + + public void setProgram(PackagedProgram program) { + this.program = program; + } + + public YarnConfiguration getYarnConfiguration() { + return yarnConfiguration; + } + + public void setYarnConfiguration(YarnConfiguration yarnConfiguration) { + this.yarnConfiguration = yarnConfiguration; + } + + public JobGraph getJobGraph() { + return jobGraph; + } + + public void setJobGraph(JobGraph jobGraph) { + this.jobGraph = jobGraph; + } + + public int getParallelism() { + return parallelism; + } + + public void setParallelism(int parallelism) { + this.parallelism = parallelism; + } + + public Configuration getConfiguration() { + return configuration; + } + + public void setConfiguration(Configuration configuration) { + this.configuration = configuration; + } + + public int getMasterMemoryMB() { + return masterMemoryMB; + } + + public int getTaskManagerMemoryMB() { + return taskManagerMemoryMB; + } + + public int getNumberTaskManagers() { + return numberTaskManagers; + } + + public int getSlotsPerTaskManager() { + return slotsPerTaskManager; + } + + public int getPriority(){ + return priority; + } + + public SavepointRestoreSettings getSpSetting() { + return spSetting; + } + + public void setSpSetting(SavepointRestoreSettings spSetting) { + this.spSetting = spSetting; + } + + public List getClasspaths() { + return classpaths; + } + + public void setClasspaths(List classpaths) { + this.classpaths = classpaths; + } + + public String getEntryPointClass() { + return entryPointClass; + } + + public void setEntryPointClass(String entryPointClass) { + this.entryPointClass = entryPointClass; + } + + public String[] getProgramArgs() { + return programArgs; + } + + public void setProgramArgs(String[] programArgs) { + this.programArgs = programArgs; + } + + public File getJarFile() { + return jarFile; + } + + public void setJarFile(File jarFile) { + this.jarFile = jarFile; + } + + public boolean isCreateProgramDelay() { + return createProgramDelay; + } + + public void setCreateProgramDelay(boolean createProgramDelay) { + this.createProgramDelay = createProgramDelay; + } + + public ClassLoaderType getClassLoaderType() { + return classLoaderType; + } + + public void setClassLoaderType(ClassLoaderType classLoaderType) { + this.classLoaderType = classLoaderType; + } + + @Override + public String toString() { + return "ClusterSpecification{" + + "masterMemoryMB=" + masterMemoryMB + + ", taskManagerMemoryMB=" + taskManagerMemoryMB + + ", numberTaskManagers=" + numberTaskManagers + + ", slotsPerTaskManager=" + slotsPerTaskManager + + ", priority=" + priority + + '}'; + } + + public static ClusterSpecification fromConfiguration(Configuration configuration) { + int slots = configuration.getInteger(ConfigConstants.TASK_MANAGER_NUM_TASK_SLOTS, 1); + + int jobManagerMemoryMb = configuration.getInteger(JobManagerOptions.JOB_MANAGER_HEAP_MEMORY_MB); + int taskManagerMemoryMb = configuration.getInteger(TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY_MB); + + return new ClusterSpecificationBuilder() + .setMasterMemoryMB(jobManagerMemoryMb) + .setTaskManagerMemoryMB(taskManagerMemoryMb) + .setNumberTaskManagers(1) + .setSlotsPerTaskManager(slots) + .createClusterSpecification(); + } + + /** + * Builder for the {@link ClusterSpecification} instance. + */ + public static class ClusterSpecificationBuilder { + private int masterMemoryMB = 768; + private int taskManagerMemoryMB = 768; + private int numberTaskManagers = 1; + private int slotsPerTaskManager = 1; + private int parallelism = 1; + private int priority = 0; + + public ClusterSpecificationBuilder setMasterMemoryMB(int masterMemoryMB) { + this.masterMemoryMB = masterMemoryMB; + return this; + } + + public ClusterSpecificationBuilder setTaskManagerMemoryMB(int taskManagerMemoryMB) { + this.taskManagerMemoryMB = taskManagerMemoryMB; + return this; + } + + public ClusterSpecificationBuilder setNumberTaskManagers(int numberTaskManagers) { + this.numberTaskManagers = numberTaskManagers; + return this; + } + + public ClusterSpecificationBuilder setSlotsPerTaskManager(int slotsPerTaskManager) { + this.slotsPerTaskManager = slotsPerTaskManager; + return this; + } + + public ClusterSpecificationBuilder setPriority(int priority){ + this.priority = priority; + return this; + } + + public ClusterSpecificationBuilder setParallelism(int parallelism) { + this.parallelism = parallelism; + return this; + } + + public ClusterSpecification createClusterSpecification() { + return new ClusterSpecification( + masterMemoryMB, + taskManagerMemoryMB, + numberTaskManagers, + slotsPerTaskManager, + parallelism, + priority); + } + } +} diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/program/JobWithJars.java b/flinkx-launcher/src/main/java/org/apache/flink/client/program/JobWithJars.java new file mode 100644 index 0000000000..41961ee3e0 --- /dev/null +++ b/flinkx-launcher/src/main/java/org/apache/flink/client/program/JobWithJars.java @@ -0,0 +1,161 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.client.program; + +import com.dtstack.flinkx.launcher.ClassLoaderType; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.api.common.Plan; +import org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders; + +import java.io.File; +import java.io.IOException; +import java.net.URISyntaxException; +import java.net.URL; +import java.net.URLClassLoader; +import java.util.*; +import java.util.concurrent.ConcurrentHashMap; + +/** + * A JobWithJars is a Flink dataflow plan, together with a bunch of JAR files that contain + * the classes of the functions and libraries necessary for the execution. + */ +public class JobWithJars { + + private Plan plan; + + private List jarFiles; + + /** + * classpaths that are needed during user code execution. + */ + private List classpaths; + + private ClassLoader userCodeClassLoader; + + private static Map cacheClassLoader = new ConcurrentHashMap<>(); + + + public JobWithJars(Plan plan, List jarFiles, List classpaths) throws IOException { + this.plan = plan; + this.jarFiles = new ArrayList(jarFiles.size()); + this.classpaths = new ArrayList(classpaths.size()); + + for (URL jarFile: jarFiles) { + checkJarFile(jarFile); + this.jarFiles.add(jarFile); + } + + for (URL path: classpaths) { + this.classpaths.add(path); + } + } + + public JobWithJars(Plan plan, URL jarFile) throws IOException { + this.plan = plan; + + checkJarFile(jarFile); + this.jarFiles = Collections.singletonList(jarFile); + this.classpaths = Collections.emptyList(); + } + + JobWithJars(Plan plan, List jarFiles, List classpaths, ClassLoader userCodeClassLoader) { + this.plan = plan; + this.jarFiles = jarFiles; + this.classpaths = classpaths; + this.userCodeClassLoader = userCodeClassLoader; + } + + /** + * Returns the plan. + */ + public Plan getPlan() { + return this.plan; + } + + /** + * Returns list of jar files that need to be submitted with the plan. + */ + public List getJarFiles() { + return this.jarFiles; + } + + /** + * Returns list of classpaths that need to be submitted with the plan. + */ + public List getClasspaths() { + return classpaths; + } + + /** + * Gets the {@link ClassLoader} that must be used to load user code classes. + * + * @return The user code ClassLoader. + */ + public ClassLoader getUserCodeClassLoader() { + if (this.userCodeClassLoader == null) { + this.userCodeClassLoader = buildUserCodeClassLoader(jarFiles, classpaths, getClass().getClassLoader(), ClassLoaderType.PARENT_FIRST); + } + return this.userCodeClassLoader; + } + + public static void checkJarFile(URL jar) throws IOException { + File jarFile; + try { + jarFile = new File(jar.toURI()); + } catch (URISyntaxException e) { + throw new IOException("JAR file path is invalid '" + jar + "'"); + } + if (!jarFile.exists()) { + throw new IOException("JAR file does not exist '" + jarFile.getAbsolutePath() + "'"); + } + if (!jarFile.canRead()) { + throw new IOException("JAR file can't be read '" + jarFile.getAbsolutePath() + "'"); + } + // TODO: Check if proper JAR file + } + + public static ClassLoader buildUserCodeClassLoader(List jars, List classpaths, ClassLoader parent, ClassLoaderType classLoaderType) { + if (ClassLoaderType.NONE == classLoaderType) { + return parent; + } + URL[] urls = new URL[jars.size() + classpaths.size()]; + for (int i = 0; i < jars.size(); i++) { + urls[i] = jars.get(i); + } + for (int i = 0; i < classpaths.size(); i++) { + urls[i + jars.size()] = classpaths.get(i); + } + switch (classLoaderType) { + case CHILD_FIRST_CACHE: + Arrays.sort(urls, Comparator.comparing(URL::toString)); + String jarsKeyChild = StringUtils.join(urls, "_"); + return cacheClassLoader.computeIfAbsent(jarsKeyChild, k -> FlinkUserCodeClassLoaders.childFirst(urls, parent, new String[]{})); + case PARENT_FIRST_CACHE: + Arrays.sort(urls, Comparator.comparing(URL::toString)); + String jarsKeyParent = StringUtils.join(urls, "_"); + return cacheClassLoader.computeIfAbsent(jarsKeyParent, k -> FlinkUserCodeClassLoaders.parentFirst(urls, parent)); + case CHILD_FIRST: + return FlinkUserCodeClassLoaders.childFirst(urls, parent, new String[]{}); + case PARENT_FIRST: + return FlinkUserCodeClassLoaders.parentFirst(urls, parent); + default: + return FlinkUserCodeClassLoaders.parentFirst(urls, parent); + } + } +} diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/program/PackagedProgram.java b/flinkx-launcher/src/main/java/org/apache/flink/client/program/PackagedProgram.java new file mode 100644 index 0000000000..b56000f4c6 --- /dev/null +++ b/flinkx-launcher/src/main/java/org/apache/flink/client/program/PackagedProgram.java @@ -0,0 +1,773 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.client.program; + +import com.dtstack.flinkx.launcher.ClassLoaderType; +import org.apache.flink.api.common.Plan; +import org.apache.flink.api.common.Program; +import org.apache.flink.api.common.ProgramDescription; +import org.apache.flink.optimizer.Optimizer; +import org.apache.flink.optimizer.dag.DataSinkNode; +import org.apache.flink.optimizer.plandump.PlanJSONDumpGenerator; +import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; +import org.apache.flink.util.InstantiationUtil; + +import javax.annotation.Nullable; +import java.io.*; +import java.lang.reflect.InvocationTargetException; +import java.lang.reflect.Method; +import java.lang.reflect.Modifier; +import java.net.MalformedURLException; +import java.net.URISyntaxException; +import java.net.URL; +import java.util.*; +import java.util.jar.Attributes; +import java.util.jar.JarEntry; +import java.util.jar.JarFile; +import java.util.jar.Manifest; + +/** + * This class encapsulates represents a program, packaged in a jar file. It supplies + * functionality to extract nested libraries, search for the program entry point, and extract + * a program plan. + */ +public class PackagedProgram { + + /** + * Property name of the entry in JAR manifest file that describes the Flink specific entry point. + */ + public static final String MANIFEST_ATTRIBUTE_ASSEMBLER_CLASS = "program-class"; + + /** + * Property name of the entry in JAR manifest file that describes the class with the main method. + */ + public static final String MANIFEST_ATTRIBUTE_MAIN_CLASS = "Main-Class"; + + // -------------------------------------------------------------------------------------------- + + private final URL jarFile; + + private final String[] args; + + private final Program program; + + private final Class mainClass; + + private final List extractedTempLibraries; + + private final List classpaths; + + private ClassLoader userCodeClassLoader; + + private Plan plan; + + private SavepointRestoreSettings savepointSettings = SavepointRestoreSettings.none(); + + /** + * Creates an instance that wraps the plan defined in the jar file using the given + * argument. + * + * @param jarFile + * The jar file which contains the plan and a Manifest which defines + * the program-class + * @param args + * Optional. The arguments used to create the pact plan, depend on + * implementation of the pact plan. See getDescription(). + * @throws ProgramInvocationException + * This invocation is thrown if the Program can't be properly loaded. Causes + * may be a missing / wrong class or manifest files. + */ + public PackagedProgram(File jarFile, String... args) throws ProgramInvocationException { + this(jarFile, Collections.emptyList(), null, args); + } + + /** + * Creates an instance that wraps the plan defined in the jar file using the given + * argument. + * + * @param jarFile + * The jar file which contains the plan and a Manifest which defines + * the program-class + * @param classpaths + * Additional classpath URLs needed by the Program. + * @param args + * Optional. The arguments used to create the pact plan, depend on + * implementation of the pact plan. See getDescription(). + * @throws ProgramInvocationException + * This invocation is thrown if the Program can't be properly loaded. Causes + * may be a missing / wrong class or manifest files. + */ + public PackagedProgram(File jarFile, List classpaths, ClassLoaderType classLoaderType, String... args) throws ProgramInvocationException { + this(jarFile, classpaths, classLoaderType, null, args); + } + + /** + * Creates an instance that wraps the plan defined in the jar file using the given + * arguments. For generating the plan the class defined in the className parameter + * is used. + * + * @param jarFile + * The jar file which contains the plan. + * @param entryPointClassName + * Name of the class which generates the plan. Overrides the class defined + * in the jar file manifest + * @param args + * Optional. The arguments used to create the pact plan, depend on + * implementation of the pact plan. See getDescription(). + * @throws ProgramInvocationException + * This invocation is thrown if the Program can't be properly loaded. Causes + * may be a missing / wrong class or manifest files. + */ + public PackagedProgram(File jarFile, @Nullable String entryPointClassName, ClassLoaderType classLoaderType, String... args) throws ProgramInvocationException { + this(jarFile, Collections.emptyList(), classLoaderType, entryPointClassName, args); + } + + /** + * Creates an instance that wraps the plan defined in the jar file using the given + * arguments. For generating the plan the class defined in the className parameter + * is used. + * + * @param jarFile + * The jar file which contains the plan. + * @param classpaths + * Additional classpath URLs needed by the Program. + * @param entryPointClassName + * Name of the class which generates the plan. Overrides the class defined + * in the jar file manifest + * @param args + * Optional. The arguments used to create the pact plan, depend on + * implementation of the pact plan. See getDescription(). + * @throws ProgramInvocationException + * This invocation is thrown if the Program can't be properly loaded. Causes + * may be a missing / wrong class or manifest files. + */ + public PackagedProgram(File jarFile, List classpaths, ClassLoaderType classLoaderType, @Nullable String entryPointClassName, String... args) throws ProgramInvocationException { + if (jarFile == null) { + throw new IllegalArgumentException("The jar file must not be null."); + } + + URL jarFileUrl; + try { + jarFileUrl = jarFile.getAbsoluteFile().toURI().toURL(); + } catch (MalformedURLException e1) { + throw new IllegalArgumentException("The jar file path is invalid."); + } + + checkJarFile(jarFileUrl); + + this.jarFile = jarFileUrl; + this.args = args == null ? new String[0] : args; + + // if no entryPointClassName name was given, we try and look one up through the manifest + if (entryPointClassName == null) { + entryPointClassName = getEntryPointClassNameFromJar(jarFileUrl); + } + + // now that we have an entry point, we can extract the nested jar files (if any) + this.extractedTempLibraries = extractContainedLibraries(jarFileUrl); + this.classpaths = classpaths; + this.userCodeClassLoader = JobWithJars.buildUserCodeClassLoader(getAllLibraries(), classpaths, getClass().getClassLoader(), classLoaderType); + + // load the entry point class + this.mainClass = loadMainClass(entryPointClassName, userCodeClassLoader); + + // if the entry point is a program, instantiate the class and get the plan + if (Program.class.isAssignableFrom(this.mainClass)) { + Program prg = null; + try { + prg = InstantiationUtil.instantiate(this.mainClass.asSubclass(Program.class), Program.class); + } catch (Exception e) { + // validate that the class has a main method at least. + // the main method possibly instantiates the program properly + if (!hasMainMethod(mainClass)) { + throw new ProgramInvocationException("The given program class implements the " + + Program.class.getName() + " interface, but cannot be instantiated. " + + "It also declares no main(String[]) method as alternative entry point", e); + } + } catch (Throwable t) { + throw new ProgramInvocationException("Error while trying to instantiate program class.", t); + } + this.program = prg; + } else if (hasMainMethod(mainClass)) { + this.program = null; + } else { + throw new ProgramInvocationException("The given program class neither has a main(String[]) method, nor does it implement the " + + Program.class.getName() + " interface."); + } + } + + public PackagedProgram(Class entryPointClass, String... args) throws ProgramInvocationException { + this.jarFile = null; + this.args = args == null ? new String[0] : args; + + this.extractedTempLibraries = Collections.emptyList(); + this.classpaths = Collections.emptyList(); + this.userCodeClassLoader = entryPointClass.getClassLoader(); + + // load the entry point class + this.mainClass = entryPointClass; + + // if the entry point is a program, instantiate the class and get the plan + if (Program.class.isAssignableFrom(this.mainClass)) { + Program prg = null; + try { + prg = InstantiationUtil.instantiate(this.mainClass.asSubclass(Program.class), Program.class); + } catch (Exception e) { + // validate that the class has a main method at least. + // the main method possibly instantiates the program properly + if (!hasMainMethod(mainClass)) { + throw new ProgramInvocationException("The given program class implements the " + + Program.class.getName() + " interface, but cannot be instantiated. " + + "It also declares no main(String[]) method as alternative entry point", e); + } + } catch (Throwable t) { + throw new ProgramInvocationException("Error while trying to instantiate program class.", t); + } + this.program = prg; + } else if (hasMainMethod(mainClass)) { + this.program = null; + } else { + throw new ProgramInvocationException("The given program class neither has a main(String[]) method, nor does it implement the " + + Program.class.getName() + " interface."); + } + } + + public void setSavepointRestoreSettings(SavepointRestoreSettings savepointSettings) { + this.savepointSettings = savepointSettings; + } + + public SavepointRestoreSettings getSavepointSettings() { + return savepointSettings; + } + + public String[] getArguments() { + return this.args; + } + + public String getMainClassName() { + return this.mainClass.getName(); + } + + public boolean isUsingInteractiveMode() { + return this.program == null; + } + + public boolean isUsingProgramEntryPoint() { + return this.program != null; + } + + /** + * Returns the plan without the required jars when the files are already provided by the cluster. + * + * @return The plan without attached jar files. + * @throws ProgramInvocationException + */ + public JobWithJars getPlanWithoutJars() throws ProgramInvocationException { + if (isUsingProgramEntryPoint()) { + return new JobWithJars(getPlan(), Collections.emptyList(), classpaths, userCodeClassLoader); + } else { + throw new ProgramInvocationException("Cannot create a " + JobWithJars.class.getSimpleName() + + " for a program that is using the interactive mode.", getPlan().getJobId()); + } + } + + /** + * Returns the plan with all required jars. + * + * @return The plan with attached jar files. + * @throws ProgramInvocationException + */ + public JobWithJars getPlanWithJars() throws ProgramInvocationException { + if (isUsingProgramEntryPoint()) { + return new JobWithJars(getPlan(), getAllLibraries(), classpaths, userCodeClassLoader); + } else { + throw new ProgramInvocationException("Cannot create a " + JobWithJars.class.getSimpleName() + + " for a program that is using the interactive mode.", getPlan().getJobId()); + } + } + + /** + * Returns the analyzed plan without any optimizations. + * + * @return + * the analyzed plan without any optimizations. + * @throws ProgramInvocationException Thrown if an error occurred in the + * user-provided pact assembler. This may indicate + * missing parameters for generation. + */ + public String getPreviewPlan() throws ProgramInvocationException { + Thread.currentThread().setContextClassLoader(this.getUserCodeClassLoader()); + List previewPlan; + + if (isUsingProgramEntryPoint()) { + previewPlan = Optimizer.createPreOptimizedPlan(getPlan()); + } + else if (isUsingInteractiveMode()) { + // temporary hack to support the web client + PreviewPlanEnvironment env = new PreviewPlanEnvironment(); + env.setAsContext(); + try { + invokeInteractiveModeForExecution(); + } + catch (ProgramInvocationException e) { + throw e; + } + catch (Throwable t) { + // the invocation gets aborted with the preview plan + if (env.previewPlan == null) { + if (env.preview != null) { + return env.preview; + } else { + throw new ProgramInvocationException("The program caused an error: ", getPlan().getJobId(), t); + } + } + } + finally { + env.unsetAsContext(); + } + + if (env.previewPlan != null) { + previewPlan = env.previewPlan; + } else { + throw new ProgramInvocationException( + "The program plan could not be fetched. The program silently swallowed the control flow exceptions.", + getPlan().getJobId()); + } + } + else { + throw new RuntimeException(); + } + + PlanJSONDumpGenerator jsonGen = new PlanJSONDumpGenerator(); + StringWriter string = new StringWriter(1024); + try (PrintWriter pw = new PrintWriter(string)) { + jsonGen.dumpPactPlanAsJSON(previewPlan, pw); + } + return string.toString(); + + } + + /** + * Returns the description provided by the Program class. This + * may contain a description of the plan itself and its arguments. + * + * @return The description of the PactProgram's input parameters. + * @throws ProgramInvocationException + * This invocation is thrown if the Program can't be properly loaded. Causes + * may be a missing / wrong class or manifest files. + */ + @Nullable + public String getDescription() throws ProgramInvocationException { + if (ProgramDescription.class.isAssignableFrom(this.mainClass)) { + + ProgramDescription descr; + if (this.program != null) { + descr = (ProgramDescription) this.program; + } else { + try { + descr = InstantiationUtil.instantiate( + this.mainClass.asSubclass(ProgramDescription.class), ProgramDescription.class); + } catch (Throwable t) { + return null; + } + } + + try { + return descr.getDescription(); + } + catch (Throwable t) { + throw new ProgramInvocationException("Error while getting the program description" + + (t.getMessage() == null ? "." : ": " + t.getMessage()), t); + } + + } else { + return null; + } + } + + /** + * This method assumes that the context environment is prepared, or the execution + * will be a local execution by default. + */ + public void invokeInteractiveModeForExecution() throws ProgramInvocationException{ + if (isUsingInteractiveMode()) { + callMainMethod(mainClass, args); + } else { + throw new ProgramInvocationException("Cannot invoke a plan-based program directly."); + } + } + + /** + * Returns the classpaths that are required by the program. + * + * @return List of {@link URL}s. + */ + public List getClasspaths() { + return this.classpaths; + } + + /** + * Gets the {@link ClassLoader} that must be used to load user code classes. + * + * @return The user code ClassLoader. + */ + public ClassLoader getUserCodeClassLoader() { + return this.userCodeClassLoader; + } + + /** + * Returns all provided libraries needed to run the program. + */ + public List getAllLibraries() { + List libs = new ArrayList(this.extractedTempLibraries.size() + 1); + + if (jarFile != null) { + libs.add(jarFile); + } + for (File tmpLib : this.extractedTempLibraries) { + try { + libs.add(tmpLib.getAbsoluteFile().toURI().toURL()); + } + catch (MalformedURLException e) { + throw new RuntimeException("URL is invalid. This should not happen.", e); + } + } + + return libs; + } + + /** + * Deletes all temporary files created for contained packaged libraries. + */ + public void deleteExtractedLibraries() { + deleteExtractedLibraries(this.extractedTempLibraries); + this.extractedTempLibraries.clear(); + } + + /** + * Returns the plan as generated from the Pact Assembler. + * + * @return The program's plan. + * @throws ProgramInvocationException Thrown, if an error occurred in the program while + * creating the program's {@link Plan}. + */ + private Plan getPlan() throws ProgramInvocationException { + if (this.plan == null) { + Thread.currentThread().setContextClassLoader(this.userCodeClassLoader); + this.plan = createPlanFromProgram(this.program, this.args); + } + + return this.plan; + } + + private static boolean hasMainMethod(Class entryClass) { + Method mainMethod; + try { + mainMethod = entryClass.getMethod("main", String[].class); + } catch (NoSuchMethodException e) { + return false; + } + catch (Throwable t) { + throw new RuntimeException("Could not look up the main(String[]) method from the class " + + entryClass.getName() + ": " + t.getMessage(), t); + } + + return Modifier.isStatic(mainMethod.getModifiers()) && Modifier.isPublic(mainMethod.getModifiers()); + } + + private static void callMainMethod(Class entryClass, String[] args) throws ProgramInvocationException { + Method mainMethod; + if (!Modifier.isPublic(entryClass.getModifiers())) { + throw new ProgramInvocationException("The class " + entryClass.getName() + " must be public."); + } + + try { + mainMethod = entryClass.getMethod("main", String[].class); + } catch (NoSuchMethodException e) { + throw new ProgramInvocationException("The class " + entryClass.getName() + " has no main(String[]) method."); + } + catch (Throwable t) { + throw new ProgramInvocationException("Could not look up the main(String[]) method from the class " + + entryClass.getName() + ": " + t.getMessage(), t); + } + + if (!Modifier.isStatic(mainMethod.getModifiers())) { + throw new ProgramInvocationException("The class " + entryClass.getName() + " declares a non-static main method."); + } + if (!Modifier.isPublic(mainMethod.getModifiers())) { + throw new ProgramInvocationException("The class " + entryClass.getName() + " declares a non-public main method."); + } + + try { + mainMethod.invoke(null, (Object) args); + } + catch (IllegalArgumentException e) { + throw new ProgramInvocationException("Could not invoke the main method, arguments are not matching.", e); + } + catch (IllegalAccessException e) { + throw new ProgramInvocationException("Access to the main method was denied: " + e.getMessage(), e); + } + catch (InvocationTargetException e) { + Throwable exceptionInMethod = e.getTargetException(); + if (exceptionInMethod instanceof Error) { + throw (Error) exceptionInMethod; + } else if (exceptionInMethod instanceof ProgramParametrizationException) { + throw (ProgramParametrizationException) exceptionInMethod; + } else if (exceptionInMethod instanceof ProgramInvocationException) { + throw (ProgramInvocationException) exceptionInMethod; + } else { + throw new ProgramInvocationException("The main method caused an error: " + exceptionInMethod.getMessage(), exceptionInMethod); + } + } + catch (Throwable t) { + throw new ProgramInvocationException("An error occurred while invoking the program's main method: " + t.getMessage(), t); + } + } + + private static String getEntryPointClassNameFromJar(URL jarFile) throws ProgramInvocationException { + JarFile jar; + Manifest manifest; + String className; + + // Open jar file + try { + jar = new JarFile(new File(jarFile.toURI())); + } catch (URISyntaxException use) { + throw new ProgramInvocationException("Invalid file path '" + jarFile.getPath() + "'", use); + } catch (IOException ioex) { + throw new ProgramInvocationException("Error while opening jar file '" + jarFile.getPath() + "'. " + + ioex.getMessage(), ioex); + } + + // jar file must be closed at the end + try { + // Read from jar manifest + try { + manifest = jar.getManifest(); + } catch (IOException ioex) { + throw new ProgramInvocationException("The Manifest in the jar file could not be accessed '" + + jarFile.getPath() + "'. " + ioex.getMessage(), ioex); + } + + if (manifest == null) { + throw new ProgramInvocationException("No manifest found in jar file '" + jarFile.getPath() + "'. The manifest is need to point to the program's main class."); + } + + Attributes attributes = manifest.getMainAttributes(); + + // check for a "program-class" entry first + className = attributes.getValue(PackagedProgram.MANIFEST_ATTRIBUTE_ASSEMBLER_CLASS); + if (className != null) { + return className; + } + + // check for a main class + className = attributes.getValue(PackagedProgram.MANIFEST_ATTRIBUTE_MAIN_CLASS); + if (className != null) { + return className; + } else { + throw new ProgramInvocationException("Neither a '" + MANIFEST_ATTRIBUTE_MAIN_CLASS + "', nor a '" + + MANIFEST_ATTRIBUTE_ASSEMBLER_CLASS + "' entry was found in the jar file."); + } + } + finally { + try { + jar.close(); + } catch (Throwable t) { + throw new ProgramInvocationException("Could not close the JAR file: " + t.getMessage(), t); + } + } + } + + private static Class loadMainClass(String className, ClassLoader cl) throws ProgramInvocationException { + ClassLoader contextCl = null; + try { + contextCl = Thread.currentThread().getContextClassLoader(); + Thread.currentThread().setContextClassLoader(cl); + return Class.forName(className, false, cl); + } + catch (ClassNotFoundException e) { + throw new ProgramInvocationException("The program's entry point class '" + className + + "' was not found in the jar file.", e); + } + catch (ExceptionInInitializerError e) { + throw new ProgramInvocationException("The program's entry point class '" + className + + "' threw an error during initialization.", e); + } + catch (LinkageError e) { + throw new ProgramInvocationException("The program's entry point class '" + className + + "' could not be loaded due to a linkage failure.", e); + } + catch (Throwable t) { + throw new ProgramInvocationException("The program's entry point class '" + className + + "' caused an exception during initialization: " + t.getMessage(), t); + } finally { + if (contextCl != null) { + Thread.currentThread().setContextClassLoader(contextCl); + } + } + } + + /** + * Takes the jar described by the given file and invokes its pact assembler class to + * assemble a plan. The assembler class name is either passed through a parameter, + * or it is read from the manifest of the jar. The assembler is handed the given options + * for its assembly. + * + * @param program The program to create the plan for. + * @param options + * The options for the assembler. + * @return The plan created by the program. + * @throws ProgramInvocationException + * Thrown, if an error occurred in the user-provided pact assembler. + */ + private static Plan createPlanFromProgram(Program program, String[] options) throws ProgramInvocationException { + try { + return program.getPlan(options); + } catch (Throwable t) { + throw new ProgramInvocationException("Error while calling the program: " + t.getMessage(), t); + } + } + + /** + * Takes all JAR files that are contained in this program's JAR file and extracts them + * to the system's temp directory. + * + * @return The file names of the extracted temporary files. + * @throws ProgramInvocationException Thrown, if the extraction process failed. + */ + public static List extractContainedLibraries(URL jarFile) throws ProgramInvocationException { + + Random rnd = new Random(); + + JarFile jar = null; + try { + jar = new JarFile(new File(jarFile.toURI())); + final List containedJarFileEntries = new ArrayList(); + + Enumeration entries = jar.entries(); + while (entries.hasMoreElements()) { + JarEntry entry = entries.nextElement(); + String name = entry.getName(); + + if (name.length() > 8 && name.startsWith("lib/") && name.endsWith(".jar")) { + containedJarFileEntries.add(entry); + } + } + + if (containedJarFileEntries.isEmpty()) { + return Collections.emptyList(); + } + else { + // go over all contained jar files + final List extractedTempLibraries = new ArrayList(containedJarFileEntries.size()); + final byte[] buffer = new byte[4096]; + + boolean incomplete = true; + + try { + for (int i = 0; i < containedJarFileEntries.size(); i++) { + final JarEntry entry = containedJarFileEntries.get(i); + String name = entry.getName(); + // '/' as in case of zip, jar + // java.util.zip.ZipEntry#isDirectory always looks only for '/' not for File.separator + name = name.replace('/', '_'); + + File tempFile; + try { + tempFile = File.createTempFile(rnd.nextInt(Integer.MAX_VALUE) + "_", name); + tempFile.deleteOnExit(); + } + catch (IOException e) { + throw new ProgramInvocationException( + "An I/O error occurred while creating temporary file to extract nested library '" + + entry.getName() + "'.", e); + } + + extractedTempLibraries.add(tempFile); + + // copy the temp file contents to a temporary File + OutputStream out = null; + InputStream in = null; + try { + + out = new FileOutputStream(tempFile); + in = new BufferedInputStream(jar.getInputStream(entry)); + + int numRead = 0; + while ((numRead = in.read(buffer)) != -1) { + out.write(buffer, 0, numRead); + } + } + catch (IOException e) { + throw new ProgramInvocationException("An I/O error occurred while extracting nested library '" + + entry.getName() + "' to temporary file '" + tempFile.getAbsolutePath() + "'."); + } + finally { + if (out != null) { + out.close(); + } + if (in != null) { + in.close(); + } + } + } + + incomplete = false; + } + finally { + if (incomplete) { + deleteExtractedLibraries(extractedTempLibraries); + } + } + + return extractedTempLibraries; + } + } + catch (Throwable t) { + throw new ProgramInvocationException("Unknown I/O error while extracting contained jar files.", t); + } + finally { + if (jar != null) { + try { + jar.close(); + } catch (Throwable t) {} + } + } + } + + public static void deleteExtractedLibraries(List tempLibraries) { + for (File f : tempLibraries) { + f.delete(); + } + } + + private static void checkJarFile(URL jarfile) throws ProgramInvocationException { + try { + JobWithJars.checkJarFile(jarfile); + } + catch (IOException e) { + throw new ProgramInvocationException(e.getMessage()); + } + catch (Throwable t) { + throw new ProgramInvocationException("Cannot access jar file" + (t.getMessage() == null ? "." : ": " + t.getMessage()), t); + } + } + +} diff --git a/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java b/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java new file mode 100644 index 0000000000..5f7e39293a --- /dev/null +++ b/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java @@ -0,0 +1,1752 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.yarn; + +import avro.shaded.com.google.common.collect.Sets; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.google.common.base.Strings; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.api.common.cache.DistributedCache; +import org.apache.flink.api.java.tuple.Tuple2; +import org.apache.flink.client.deployment.ClusterDeploymentException; +import org.apache.flink.client.deployment.ClusterDescriptor; +import org.apache.flink.client.deployment.ClusterRetrieveException; +import org.apache.flink.client.deployment.ClusterSpecification; +import org.apache.flink.client.program.ClusterClient; +import org.apache.flink.client.program.PackagedProgram; +import org.apache.flink.client.program.PackagedProgramUtils; +import org.apache.flink.configuration.*; +import org.apache.flink.runtime.akka.AkkaUtils; +import org.apache.flink.runtime.clusterframework.BootstrapTools; +import org.apache.flink.runtime.clusterframework.ContaineredTaskManagerParameters; +import org.apache.flink.runtime.entrypoint.ClusterEntrypoint; +import org.apache.flink.runtime.jobgraph.JobGraph; +import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; +import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; +import org.apache.flink.runtime.taskexecutor.TaskManagerServices; +import org.apache.flink.util.FlinkException; +import org.apache.flink.util.Preconditions; +import org.apache.flink.util.ShutdownHookUtil; +import org.apache.flink.yarn.configuration.YarnConfigOptions; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.fs.permission.FsAction; +import org.apache.hadoop.fs.permission.FsPermission; +import org.apache.hadoop.security.UserGroupInformation; +import org.apache.hadoop.yarn.api.ApplicationConstants; +import org.apache.hadoop.yarn.api.protocolrecords.GetNewApplicationResponse; +import org.apache.hadoop.yarn.api.records.*; +import org.apache.hadoop.yarn.client.api.YarnClient; +import org.apache.hadoop.yarn.client.api.YarnClientApplication; +import org.apache.hadoop.yarn.conf.YarnConfiguration; +import org.apache.hadoop.yarn.exceptions.YarnException; +import org.apache.hadoop.yarn.util.Records; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import javax.annotation.Nullable; +import java.io.*; +import java.lang.reflect.Field; +import java.lang.reflect.InvocationTargetException; +import java.lang.reflect.Method; +import java.net.MalformedURLException; +import java.net.URISyntaxException; +import java.net.URL; +import java.nio.file.FileVisitResult; +import java.nio.file.Files; +import java.nio.file.SimpleFileVisitor; +import java.nio.file.attribute.BasicFileAttributes; +import java.util.*; + +import static org.apache.flink.configuration.ConfigConstants.ENV_FLINK_LIB_DIR; +import static org.apache.flink.runtime.entrypoint.component.FileJobGraphRetriever.JOB_GRAPH_FILE_PATH; +import static org.apache.flink.yarn.cli.FlinkYarnSessionCli.*; + +/** + * The descriptor with deployment information for deploying a Flink cluster on Yarn. + */ +public abstract class AbstractYarnClusterDescriptor implements ClusterDescriptor { + private static final Logger LOG = LoggerFactory.getLogger(AbstractYarnClusterDescriptor.class); + + private final YarnConfiguration yarnConfiguration; + + private final YarnClient yarnClient; + + /** True if the descriptor must not shut down the YarnClient. */ + private final boolean sharedYarnClient; + + private String yarnQueue; + + private String configurationDirectory; + + private Path flinkJarPath; + + private String dynamicPropertiesEncoded; + + /** Lazily initialized list of files to ship. */ + protected List shipFiles = new LinkedList<>(); + + private final Configuration flinkConfiguration; + + private boolean detached; + + private String customName; + + private String zookeeperNamespace; + + private String nodeLabel; + + /** Optional Jar file to include in the system class loader of all application nodes + * (for per-job submission). */ + private final Set userJarFiles = new HashSet<>(); + + private YarnConfigOptions.UserJarInclusion userJarInclusion; + + public AbstractYarnClusterDescriptor( + Configuration flinkConfiguration, + YarnConfiguration yarnConfiguration, + String configurationDirectory, + YarnClient yarnClient, + boolean sharedYarnClient) { + + this.yarnConfiguration = Preconditions.checkNotNull(yarnConfiguration); + + // for unit tests only + if (System.getenv("IN_TESTS") != null) { + try { + yarnConfiguration.addResource(new File(System.getenv("YARN_CONF_DIR"), "yarn-site.xml").toURI().toURL()); + } catch (Throwable t) { + throw new RuntimeException("Error", t); + } + } + + this.yarnClient = Preconditions.checkNotNull(yarnClient); + this.sharedYarnClient = sharedYarnClient; + + this.flinkConfiguration = Preconditions.checkNotNull(flinkConfiguration); + userJarInclusion = getUserJarInclusionMode(flinkConfiguration); + + this.configurationDirectory = Preconditions.checkNotNull(configurationDirectory); + } + + public YarnClient getYarnClient() { + return yarnClient; + } + + /** + * The class to start the application master with. This class runs the main + * method in case of session cluster. + */ + protected abstract String getYarnSessionClusterEntrypoint(); + + /** + * The class to start the application master with. This class runs the main + * method in case of the job cluster. + */ + protected abstract String getYarnJobClusterEntrypoint(); + + public Configuration getFlinkConfiguration() { + return flinkConfiguration; + } + + public void setQueue(String queue) { + this.yarnQueue = queue; + } + + public void setLocalJarPath(Path localJarPath) { + if (!localJarPath.toString().endsWith("jar")) { + throw new IllegalArgumentException("The passed jar path ('" + localJarPath + "') does not end with the 'jar' extension"); + } + this.flinkJarPath = localJarPath; + } + + /** + * Adds the given files to the list of files to ship. + * + *

Note that any file matching "flink-dist*.jar" will be excluded from the upload by + * {@link #uploadAndRegisterFiles(Collection, FileSystem, Path, ApplicationId, List, Map, StringBuilder)} + * since we upload the Flink uber jar ourselves and do not need to deploy it multiple times. + * + * @param shipFiles files to ship + */ + public void addShipFiles(List shipFiles) { + this.shipFiles.addAll(shipFiles); + } + + public void setDynamicPropertiesEncoded(String dynamicPropertiesEncoded) { + this.dynamicPropertiesEncoded = dynamicPropertiesEncoded; + } + + public String getDynamicPropertiesEncoded() { + return this.dynamicPropertiesEncoded; + } + + private void isReadyForDeployment(ClusterSpecification clusterSpecification) throws YarnDeploymentException { + + if (clusterSpecification.getNumberTaskManagers() <= 0) { + throw new YarnDeploymentException("Taskmanager count must be positive"); + } + if (this.flinkJarPath == null) { + throw new YarnDeploymentException("The Flink jar path is null"); + } + if (this.configurationDirectory == null) { + throw new YarnDeploymentException("Configuration directory not set"); + } + if (this.flinkConfiguration == null) { + throw new YarnDeploymentException("Flink configuration object has not been set"); + } + + // Check if we don't exceed YARN's maximum virtual cores. + // Fetch numYarnMaxVcores from all the RUNNING nodes via yarnClient + final int numYarnMaxVcores; + try { + numYarnMaxVcores = yarnClient.getNodeReports(NodeState.RUNNING) + .stream() + .mapToInt(report -> report.getCapability().getVirtualCores()) + .max() + .orElse(0); + } catch (Exception e) { + throw new YarnDeploymentException("Couldn't get cluster description, please check on the YarnConfiguration", e); + } + + int configuredVcores = flinkConfiguration.getInteger(YarnConfigOptions.VCORES, clusterSpecification.getSlotsPerTaskManager()); + // don't configure more than the maximum configured number of vcores + if (configuredVcores > numYarnMaxVcores) { + throw new IllegalConfigurationException( + String.format("The number of requested virtual cores per node %d" + + " exceeds the maximum number of virtual cores %d available in the Yarn Cluster." + + " Please note that the number of virtual cores is set to the number of task slots by default" + + " unless configured in the Flink config with '%s.'", + configuredVcores, numYarnMaxVcores, YarnConfigOptions.VCORES.key())); + } + + // check if required Hadoop environment variables are set. If not, warn user + if (System.getenv("HADOOP_CONF_DIR") == null && + System.getenv("YARN_CONF_DIR") == null) { + LOG.warn("Neither the HADOOP_CONF_DIR nor the YARN_CONF_DIR environment variable is set. " + + "The Flink YARN Client needs one of these to be set to properly load the Hadoop " + + "configuration for accessing YARN."); + } + } + + private static boolean allocateResource(int[] nodeManagers, int toAllocate) { + for (int i = 0; i < nodeManagers.length; i++) { + if (nodeManagers[i] >= toAllocate) { + nodeManagers[i] -= toAllocate; + return true; + } + } + return false; + } + + /** + * @deprecated The cluster descriptor should not know about this option. + */ + @Deprecated + public void setDetachedMode(boolean detachedMode) { + this.detached = detachedMode; + } + + /** + * @deprecated The cluster descriptor should not know about this option. + */ + @Deprecated + public boolean isDetachedMode() { + return detached; + } + + public String getZookeeperNamespace() { + return zookeeperNamespace; + } + + public void setZookeeperNamespace(String zookeeperNamespace) { + this.zookeeperNamespace = zookeeperNamespace; + } + + public String getNodeLabel() { + return nodeLabel; + } + + public void setNodeLabel(String nodeLabel) { + this.nodeLabel = nodeLabel; + } + + // ------------------------------------------------------------- + // Lifecycle management + // ------------------------------------------------------------- + + @Override + public void close() { + if (!sharedYarnClient) { + yarnClient.stop(); + } + } + + // ------------------------------------------------------------- + // ClusterClient overrides + // ------------------------------------------------------------- + + @Override + public ClusterClient retrieve(ApplicationId applicationId) throws ClusterRetrieveException { + + try { + // check if required Hadoop environment variables are set. If not, warn user + if (System.getenv("HADOOP_CONF_DIR") == null && + System.getenv("YARN_CONF_DIR") == null) { + LOG.warn("Neither the HADOOP_CONF_DIR nor the YARN_CONF_DIR environment variable is set." + + "The Flink YARN Client needs one of these to be set to properly load the Hadoop " + + "configuration for accessing YARN."); + } + + final ApplicationReport appReport = yarnClient.getApplicationReport(applicationId); + + if (appReport.getFinalApplicationStatus() != FinalApplicationStatus.UNDEFINED) { + // Flink cluster is not running anymore + LOG.error("The application {} doesn't run anymore. It has previously completed with final status: {}", + applicationId, appReport.getFinalApplicationStatus()); + throw new RuntimeException("The Yarn application " + applicationId + " doesn't run anymore."); + } + + final String host = appReport.getHost(); + final int rpcPort = appReport.getRpcPort(); + + LOG.info("Found application JobManager host name '{}' and port '{}' from supplied application id '{}'", + host, rpcPort, applicationId); + + flinkConfiguration.setString(JobManagerOptions.ADDRESS, host); + flinkConfiguration.setInteger(JobManagerOptions.PORT, rpcPort); + + flinkConfiguration.setString(RestOptions.ADDRESS, host); + flinkConfiguration.setInteger(RestOptions.PORT, rpcPort); + + return createYarnClusterClient( + this, + -1, // we don't know the number of task managers of a started Flink cluster + -1, // we don't know how many slots each task manager has for a started Flink cluster + appReport, + flinkConfiguration, + false); + } catch (Exception e) { + throw new ClusterRetrieveException("Couldn't retrieve Yarn cluster", e); + } + } + + @Override + public ClusterClient deploySessionCluster(ClusterSpecification clusterSpecification) throws ClusterDeploymentException { + try { + return deployInternal( + clusterSpecification, + "Flink session cluster", + getYarnSessionClusterEntrypoint(), + null, + false); + } catch (Exception e) { + throw new ClusterDeploymentException("Couldn't deploy Yarn session cluster", e); + } + } + + @Override + public void killCluster(ApplicationId applicationId) throws FlinkException { + try { + yarnClient.killApplication(applicationId); + Utils.deleteApplicationFiles(Collections.singletonMap( + YarnConfigKeys.FLINK_YARN_FILES, + getYarnFilesDir(applicationId).toUri().toString())); + } catch (YarnException | IOException e) { + throw new FlinkException("Could not kill the Yarn Flink cluster with id " + applicationId + '.', e); + } + } + + /** + * Method to validate cluster specification before deploy it, it will throw + * an {@link FlinkException} if the {@link ClusterSpecification} is invalid. + * + * @param clusterSpecification cluster specification to check against the configuration of the + * AbstractYarnClusterDescriptor + * @throws FlinkException if the cluster cannot be started with the provided {@link ClusterSpecification} + */ + private void validateClusterSpecification(ClusterSpecification clusterSpecification) throws FlinkException { + try { + final long taskManagerMemorySize = clusterSpecification.getTaskManagerMemoryMB(); + // We do the validation by calling the calculation methods here + // Internally these methods will check whether the cluster can be started with the provided + // ClusterSpecification and the configured memory requirements + final long cutoff = ContaineredTaskManagerParameters.calculateCutoffMB(flinkConfiguration, taskManagerMemorySize); + TaskManagerServices.calculateHeapSizeMB(taskManagerMemorySize - cutoff, flinkConfiguration); + } catch (IllegalArgumentException iae) { + throw new FlinkException("Cannot fulfill the minimum memory requirements with the provided " + + "cluster specification. Please increase the memory of the cluster.", iae); + } + } + + /** + * This method will block until the ApplicationMaster/JobManager have been deployed on YARN. + * + * @param clusterSpecification Initial cluster specification for the Flink cluster to be deployed + * @param applicationName name of the Yarn application to start + * @param yarnClusterEntrypoint Class name of the Yarn cluster entry point. + * @param jobGraph A job graph which is deployed with the Flink cluster, {@code null} if none + * @param detached True if the cluster should be started in detached mode + */ + protected ClusterClient deployInternal( + ClusterSpecification clusterSpecification, + String applicationName, + String yarnClusterEntrypoint, + @Nullable JobGraph jobGraph, + boolean detached) throws Exception { + + // ------------------ Check if configuration is valid -------------------- + validateClusterSpecification(clusterSpecification); + + if (UserGroupInformation.isSecurityEnabled()) { + // note: UGI::hasKerberosCredentials inaccurately reports false + // for logins based on a keytab (fixed in Hadoop 2.6.1, see HADOOP-10786), + // so we check only in ticket cache scenario. + boolean useTicketCache = flinkConfiguration.getBoolean(SecurityOptions.KERBEROS_LOGIN_USETICKETCACHE); + + UserGroupInformation loginUser = UserGroupInformation.getCurrentUser(); + if (loginUser.getAuthenticationMethod() == UserGroupInformation.AuthenticationMethod.KERBEROS + && useTicketCache && !loginUser.hasKerberosCredentials()) { + LOG.error("Hadoop security with Kerberos is enabled but the login user does not have Kerberos credentials"); + throw new RuntimeException("Hadoop security with Kerberos is enabled but the login user " + + "does not have Kerberos credentials"); + } + } + + isReadyForDeployment(clusterSpecification); + + // ------------------ Check if the specified queue exists -------------------- + + checkYarnQueues(yarnClient); + + // ------------------ Add dynamic properties to local flinkConfiguraton ------ + Map dynProperties = getDynamicProperties(dynamicPropertiesEncoded); + for (Map.Entry dynProperty : dynProperties.entrySet()) { + flinkConfiguration.setString(dynProperty.getKey(), dynProperty.getValue()); + } + + // ------------------ Check if the YARN ClusterClient has the requested resources -------------- + + // Create application via yarnClient + final YarnClientApplication yarnApplication = yarnClient.createApplication(); + final GetNewApplicationResponse appResponse = yarnApplication.getNewApplicationResponse(); + + if(clusterSpecification.isCreateProgramDelay()){ + jobGraph = getJobGraph(appResponse.getApplicationId().toString(),clusterSpecification); + } + + Resource maxRes = appResponse.getMaximumResourceCapability(); + + final ClusterResourceDescription freeClusterMem; + try { + freeClusterMem = getCurrentFreeClusterResources(yarnClient); + } catch (YarnException | IOException e) { + failSessionDuringDeployment(yarnClient, yarnApplication); + throw new YarnDeploymentException("Could not retrieve information about free cluster resources.", e); + } + + final int yarnMinAllocationMB = yarnConfiguration.getInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, 0); + + final ClusterSpecification validClusterSpecification; + try { + validClusterSpecification = validateClusterResources( + clusterSpecification, + yarnMinAllocationMB, + maxRes, + freeClusterMem); + } catch (YarnDeploymentException yde) { + failSessionDuringDeployment(yarnClient, yarnApplication); + throw yde; + } + + LOG.info("Cluster specification: {}", validClusterSpecification); + + final ClusterEntrypoint.ExecutionMode executionMode = detached ? + ClusterEntrypoint.ExecutionMode.DETACHED + : ClusterEntrypoint.ExecutionMode.NORMAL; + + flinkConfiguration.setString(ClusterEntrypoint.EXECUTION_MODE, executionMode.toString()); + + ApplicationReport report = startAppMaster( + flinkConfiguration, + applicationName, + yarnClusterEntrypoint, + jobGraph, + yarnClient, + yarnApplication, + validClusterSpecification); + + String host = report.getHost(); + int port = report.getRpcPort(); + + // Correctly initialize the Flink config + flinkConfiguration.setString(JobManagerOptions.ADDRESS, host); + flinkConfiguration.setInteger(JobManagerOptions.PORT, port); + + flinkConfiguration.setString(RestOptions.ADDRESS, host); + flinkConfiguration.setInteger(RestOptions.PORT, port); + + // the Flink cluster is deployed in YARN. Represent cluster + return createYarnClusterClient( + this, + validClusterSpecification.getNumberTaskManagers(), + validClusterSpecification.getSlotsPerTaskManager(), + report, + flinkConfiguration, + true); + } + + private JobGraph getJobGraph(String appId,ClusterSpecification clusterSpecification) throws Exception{ + String url = getUrlFormat(clusterSpecification.getYarnConfiguration()) + "/" + appId; + PackagedProgram program = buildProgram(url,clusterSpecification); + clusterSpecification.setProgram(program); + JobGraph jobGraph = PackagedProgramUtils.createJobGraph(program, clusterSpecification.getConfiguration(), clusterSpecification.getParallelism()); + jobGraph.setAllowQueuedScheduling(true); + dealPluginByLoadMode(jobGraph); + clusterSpecification.setJobGraph(jobGraph); + return jobGraph; + } + + private PackagedProgram buildProgram(String monitorUrl,ClusterSpecification clusterSpecification) throws Exception{ + String[] args = clusterSpecification.getProgramArgs(); + for (int i = 0; i < args.length; i++) { + if("-monitor".equals(args[i])){ + args[i + 1] = monitorUrl; + break; + } + } + + PackagedProgram program = new PackagedProgram(clusterSpecification.getJarFile(), clusterSpecification.getClasspaths(), clusterSpecification.getClassLoaderType(), clusterSpecification.getEntryPointClass(), args); + + if (null != clusterSpecification.getSpSetting()) { + program.setSavepointRestoreSettings(clusterSpecification.getSpSetting()); + } else { + program.setSavepointRestoreSettings(SavepointRestoreSettings.none()); + } + + return program; + } + + private void dealPluginByLoadMode(JobGraph jobGraph) throws Exception { + String pluginLoadMode = flinkConfiguration.getString("pluginLoadMode", "shipfile"); + if (StringUtils.equalsIgnoreCase(pluginLoadMode, "classpath")) { + fillJobGraphClassPath(jobGraph); + fillStreamJobGraphClassPath(jobGraph); + } else { + fillPluginPathToShipFiles(jobGraph); + } + } + + private void fillJobGraphClassPath(JobGraph jobGraph) throws MalformedURLException { + Map jobCacheFileConfig = jobGraph.getJobConfiguration().toMap(); + Set classPathKeySet = Sets.newHashSet(); + fillClassPathKeySet(jobCacheFileConfig, classPathKeySet); + for(String key : classPathKeySet){ + String pathStr = jobCacheFileConfig.get(key); + jobGraph.getClasspaths().add(new URL("file:" + pathStr)); + } + } + + private void fillClassPathKeySet(Map jobCacheFileConfig, Set classPathKeySet) { + for(Map.Entry tmp : jobCacheFileConfig.entrySet()){ + if(Strings.isNullOrEmpty(tmp.getValue())){ + continue; + } + + if(tmp.getValue().startsWith("class_path")){ + //DISTRIBUTED_CACHE_FILE_NAME_1 + //DISTRIBUTED_CACHE_FILE_PATH_1 + String key = tmp.getKey(); + String[] array = key.split("_"); + if(array.length < 5){ + continue; + } + + array[3] = "PATH"; + classPathKeySet.add(StringUtils.join(array, "_")); + } + } + } + + private JobGraph fillStreamJobGraphClassPath(JobGraph jobGraph) throws MalformedURLException { + Map jobCacheFileConfig = jobGraph.getUserArtifacts(); + for(Map.Entry tmp : jobCacheFileConfig.entrySet()){ + if(tmp.getKey().startsWith("class_path")){ + jobGraph.getClasspaths().add(new URL("file:" + tmp.getValue().filePath)); + } + } + return jobGraph; + } + + private void fillPluginPathToShipFiles(JobGraph jobGraph) { + List shipFiles = new ArrayList<>(); + // flinksql get classpath + Map jobCacheFileConfig = jobGraph.getUserArtifacts(); + for(Map.Entry tmp : jobCacheFileConfig.entrySet()){ + if(tmp.getKey().startsWith("class_path")){ + shipFiles.add(new File(tmp.getValue().filePath)); + } + } + // flinkx get classpath + jobGraph.getClasspaths().forEach(jarFile -> { + try { + shipFiles.add(new File(jarFile.toURI())); + } catch (URISyntaxException e) { + throw new IllegalArgumentException("Couldn't add local user jar: " + jarFile + + " Currently only file:/// URLs are supported."); + } + }); + jobGraph.getClasspaths().clear(); + addShipFiles(shipFiles); + } + + private String getUrlFormat(YarnConfiguration yarnConf){ + String url = ""; + try{ + Field rmClientField = yarnClient.getClass().getDeclaredField("rmClient"); + rmClientField.setAccessible(true); + Object rmClient = rmClientField.get(yarnClient); + + Field hField = rmClient.getClass().getSuperclass().getDeclaredField("h"); + hField.setAccessible(true); + //获取指定对象中此字段的值 + Object h = hField.get(rmClient); + Object currentProxy = null; + + try { + Field currentProxyField = h.getClass().getDeclaredField("currentProxy"); + currentProxyField.setAccessible(true); + currentProxy = currentProxyField.get(h); + }catch (Exception e){ + //兼容Hadoop 2.7.3.2.6.4.91-3 + LOG.warn("get currentProxy error:{}", ExceptionUtil.getErrorMessage(e)); + Field proxyDescriptorField = h.getClass().getDeclaredField("proxyDescriptor"); + proxyDescriptorField.setAccessible(true); + Object proxyDescriptor = proxyDescriptorField.get(h); + Field currentProxyField = proxyDescriptor.getClass().getDeclaredField("proxyInfo"); + currentProxyField.setAccessible(true); + currentProxy = currentProxyField.get(proxyDescriptor); + } + + Field proxyInfoField = currentProxy.getClass().getDeclaredField("proxyInfo"); + proxyInfoField.setAccessible(true); + String proxyInfoKey = (String) proxyInfoField.get(currentProxy); + + String key = "yarn.resourcemanager.webapp.address." + proxyInfoKey; + String addr = yarnConf.get(key); + + if(addr == null) { + addr = yarnConf.get("yarn.resourcemanager.webapp.address"); + } + + return String.format("http://%s/proxy",addr); + }catch (Exception e){ + LOG.warn("get monitor error:{}", ExceptionUtil.getErrorMessage(e)); + } + + return url; + } + + protected ClusterSpecification validateClusterResources( + ClusterSpecification clusterSpecification, + int yarnMinAllocationMB, + Resource maximumResourceCapability, + ClusterResourceDescription freeClusterResources) throws YarnDeploymentException { + + int taskManagerCount = clusterSpecification.getNumberTaskManagers(); + int jobManagerMemoryMb = clusterSpecification.getMasterMemoryMB(); + int taskManagerMemoryMb = clusterSpecification.getTaskManagerMemoryMB(); + + if (jobManagerMemoryMb < yarnMinAllocationMB || taskManagerMemoryMb < yarnMinAllocationMB) { + LOG.warn("The JobManager or TaskManager memory is below the smallest possible YARN Container size. " + + "The value of 'yarn.scheduler.minimum-allocation-mb' is '" + yarnMinAllocationMB + "'. Please increase the memory size." + + "YARN will allocate the smaller containers but the scheduler will account for the minimum-allocation-mb, maybe not all instances " + + "you requested will start."); + } + + // set the memory to minAllocationMB to do the next checks correctly + if (jobManagerMemoryMb < yarnMinAllocationMB) { + jobManagerMemoryMb = yarnMinAllocationMB; + } + if (taskManagerMemoryMb < yarnMinAllocationMB) { + taskManagerMemoryMb = yarnMinAllocationMB; + } + + final String note = "Please check the 'yarn.scheduler.maximum-allocation-mb' and the 'yarn.nodemanager.resource.memory-mb' configuration values\n"; + if (jobManagerMemoryMb > maximumResourceCapability.getMemory()) { + throw new YarnDeploymentException("The cluster does not have the requested resources for the JobManager available!\n" + + "Maximum Memory: " + maximumResourceCapability.getMemory() + "MB Requested: " + jobManagerMemoryMb + "MB. " + note); + } + + if (taskManagerMemoryMb > maximumResourceCapability.getMemory()) { + throw new YarnDeploymentException("The cluster does not have the requested resources for the TaskManagers available!\n" + + "Maximum Memory: " + maximumResourceCapability.getMemory() + " Requested: " + taskManagerMemoryMb + "MB. " + note); + } + + final String noteRsc = "\nThe Flink YARN client will try to allocate the YARN session, but maybe not all TaskManagers are " + + "connecting from the beginning because the resources are currently not available in the cluster. " + + "The allocation might take more time than usual because the Flink YARN client needs to wait until " + + "the resources become available."; + int totalMemoryRequired = jobManagerMemoryMb + taskManagerMemoryMb * taskManagerCount; + + if (freeClusterResources.totalFreeMemory < totalMemoryRequired) { + LOG.warn("This YARN session requires " + totalMemoryRequired + "MB of memory in the cluster. " + + "There are currently only " + freeClusterResources.totalFreeMemory + "MB available." + noteRsc); + + } + if (taskManagerMemoryMb > freeClusterResources.containerLimit) { + LOG.warn("The requested amount of memory for the TaskManagers (" + taskManagerMemoryMb + "MB) is more than " + + "the largest possible YARN container: " + freeClusterResources.containerLimit + noteRsc); + } + if (jobManagerMemoryMb > freeClusterResources.containerLimit) { + LOG.warn("The requested amount of memory for the JobManager (" + jobManagerMemoryMb + "MB) is more than " + + "the largest possible YARN container: " + freeClusterResources.containerLimit + noteRsc); + } + + // ----------------- check if the requested containers fit into the cluster. + + int[] nmFree = Arrays.copyOf(freeClusterResources.nodeManagersFree, freeClusterResources.nodeManagersFree.length); + // first, allocate the jobManager somewhere. + if (!allocateResource(nmFree, jobManagerMemoryMb)) { + LOG.warn("Unable to find a NodeManager that can fit the JobManager/Application master. " + + "The JobManager requires " + jobManagerMemoryMb + "MB. NodeManagers available: " + + Arrays.toString(freeClusterResources.nodeManagersFree) + noteRsc); + } + // allocate TaskManagers + for (int i = 0; i < taskManagerCount; i++) { + if (!allocateResource(nmFree, taskManagerMemoryMb)) { + LOG.warn("There is not enough memory available in the YARN cluster. " + + "The TaskManager(s) require " + taskManagerMemoryMb + "MB each. " + + "NodeManagers available: " + Arrays.toString(freeClusterResources.nodeManagersFree) + "\n" + + "After allocating the JobManager (" + jobManagerMemoryMb + "MB) and (" + i + "/" + taskManagerCount + ") TaskManagers, " + + "the following NodeManagers are available: " + Arrays.toString(nmFree) + noteRsc); + } + } + + return new ClusterSpecification.ClusterSpecificationBuilder() + .setMasterMemoryMB(jobManagerMemoryMb) + .setTaskManagerMemoryMB(taskManagerMemoryMb) + .setNumberTaskManagers(clusterSpecification.getNumberTaskManagers()) + .setSlotsPerTaskManager(clusterSpecification.getSlotsPerTaskManager()) + .createClusterSpecification(); + + } + + private void checkYarnQueues(YarnClient yarnClient) { + try { + List queues = yarnClient.getAllQueues(); + if (queues.size() > 0 && this.yarnQueue != null) { // check only if there are queues configured in yarn and for this session. + boolean queueFound = false; + for (QueueInfo queue : queues) { + if (queue.getQueueName().equals(this.yarnQueue)) { + queueFound = true; + break; + } + } + if (!queueFound) { + String queueNames = ""; + for (QueueInfo queue : queues) { + queueNames += queue.getQueueName() + ", "; + } + LOG.warn("The specified queue '" + this.yarnQueue + "' does not exist. " + + "Available queues: " + queueNames); + } + } else { + LOG.debug("The YARN cluster does not have any queues configured"); + } + } catch (Throwable e) { + LOG.warn("Error while getting queue information from YARN: " + e.getMessage()); + if (LOG.isDebugEnabled()) { + LOG.debug("Error details", e); + } + } + } + + public ApplicationReport startAppMaster( + Configuration configuration, + String applicationName, + String yarnClusterEntrypoint, + JobGraph jobGraph, + YarnClient yarnClient, + YarnClientApplication yarnApplication, + ClusterSpecification clusterSpecification) throws Exception { + + // ------------------ Initialize the file systems ------------------------- + + try { + org.apache.flink.core.fs.FileSystem.initialize(configuration); + } catch (IOException e) { + throw new IOException("Error while setting the default " + + "filesystem scheme from configuration.", e); + } + + // initialize file system + // Copy the application master jar to the filesystem + // Create a local resource to point to the destination jar path + final FileSystem fs = FileSystem.get(yarnConfiguration); + final Path homeDir = fs.getHomeDirectory(); + + // hard coded check for the GoogleHDFS client because its not overriding the getScheme() method. + if (!fs.getClass().getSimpleName().equals("GoogleHadoopFileSystem") && + fs.getScheme().startsWith("file")) { + LOG.warn("The file system scheme is '" + fs.getScheme() + "'. This indicates that the " + + "specified Hadoop configuration path is wrong and the system is using the default Hadoop configuration values." + + "The Flink YARN client needs to store its files in a distributed file system"); + } + + ApplicationSubmissionContext appContext = yarnApplication.getApplicationSubmissionContext(); + Set systemShipFiles = new HashSet<>(shipFiles.size()); + for (File file : shipFiles) { + systemShipFiles.add(file.getAbsoluteFile()); + } + + //check if there is a logback or log4j file + File logbackFile = new File(configurationDirectory + File.separator + CONFIG_FILE_LOGBACK_NAME); + final boolean hasLogback = logbackFile.exists(); + if (hasLogback) { + systemShipFiles.add(logbackFile); + } + + File log4jFile = new File(configurationDirectory + File.separator + CONFIG_FILE_LOG4J_NAME); + final boolean hasLog4j = log4jFile.exists(); + if (hasLog4j) { + systemShipFiles.add(log4jFile); + if (hasLogback) { + // this means there is already a logback configuration file --> fail + LOG.warn("The configuration directory ('" + configurationDirectory + "') contains both LOG4J and " + + "Logback configuration files. Please delete or rename one of them."); + } + } + + addLibFolderToShipFiles(systemShipFiles); + + // Set-up ApplicationSubmissionContext for the application + + final ApplicationId appId = appContext.getApplicationId(); + + // ------------------ Add Zookeeper namespace to local flinkConfiguraton ------ + String zkNamespace = getZookeeperNamespace(); + // no user specified cli argument for namespace? + if (zkNamespace == null || zkNamespace.isEmpty()) { + // namespace defined in config? else use applicationId as default. + zkNamespace = configuration.getString(HighAvailabilityOptions.HA_CLUSTER_ID, String.valueOf(appId)); + setZookeeperNamespace(zkNamespace); + } + + configuration.setString(HighAvailabilityOptions.HA_CLUSTER_ID, zkNamespace); + + if (HighAvailabilityMode.isHighAvailabilityModeActivated(configuration)) { + // activate re-execution of failed applications + appContext.setMaxAppAttempts( + configuration.getInteger( + YarnConfigOptions.APPLICATION_ATTEMPTS.key(), + YarnConfiguration.DEFAULT_RM_AM_MAX_ATTEMPTS)); + + activateHighAvailabilitySupport(appContext); + } else { + // set number of application retries to 1 in the default case + appContext.setMaxAppAttempts( + configuration.getInteger( + YarnConfigOptions.APPLICATION_ATTEMPTS.key(), + 1)); + } + + if (jobGraph != null) { + // add the user code jars from the provided JobGraph + for (org.apache.flink.core.fs.Path path : jobGraph.getUserJars()) { + userJarFiles.add(new File(path.toUri())); + } + } + + // local resource map for Yarn + final Map localResources = new HashMap<>(2 + systemShipFiles.size() + userJarFiles.size()); + // list of remote paths (after upload) + final List paths = new ArrayList<>(2 + systemShipFiles.size() + userJarFiles.size()); + // ship list that enables reuse of resources for task manager containers + StringBuilder envShipFileList = new StringBuilder(); + + // upload and register ship files + List systemClassPaths = uploadAndRegisterFiles( + systemShipFiles, + fs, + homeDir, + appId, + paths, + localResources, + envShipFileList); + + final List userClassPaths = uploadAndRegisterFiles( + userJarFiles, + fs, + homeDir, + appId, + paths, + localResources, + envShipFileList); + + if (userJarInclusion == YarnConfigOptions.UserJarInclusion.ORDER) { + systemClassPaths.addAll(userClassPaths); + } + + // normalize classpath by sorting + Collections.sort(systemClassPaths); + Collections.sort(userClassPaths); + + // classpath assembler + StringBuilder classPathBuilder = new StringBuilder(); + if (userJarInclusion == YarnConfigOptions.UserJarInclusion.FIRST) { + for (String userClassPath : userClassPaths) { + classPathBuilder.append(userClassPath).append(File.pathSeparator); + } + } + for (String classPath : systemClassPaths) { + classPathBuilder.append(classPath).append(File.pathSeparator); + } + if (userJarInclusion == YarnConfigOptions.UserJarInclusion.LAST) { + for (String userClassPath : userClassPaths) { + classPathBuilder.append(userClassPath).append(File.pathSeparator); + } + } + + // Setup jar for ApplicationMaster + Path remotePathJar = setupSingleLocalResource( + "flink.jar", + fs, + appId, + flinkJarPath, + localResources, + homeDir, + ""); + + // set the right configuration values for the TaskManager + configuration.setInteger( + TaskManagerOptions.NUM_TASK_SLOTS, + clusterSpecification.getSlotsPerTaskManager()); + + configuration.setString( + TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY, + clusterSpecification.getTaskManagerMemoryMB() + "m"); + + // Upload the flink configuration + // write out configuration file + File tmpConfigurationFile = File.createTempFile(appId + "-flink-conf.yaml", null); + tmpConfigurationFile.deleteOnExit(); + BootstrapTools.writeConfiguration(configuration, tmpConfigurationFile); + + Path remotePathConf = setupSingleLocalResource( + "flink-conf.yaml", + fs, + appId, + new Path(tmpConfigurationFile.getAbsolutePath()), + localResources, + homeDir, + ""); + + paths.add(remotePathJar); + classPathBuilder.append("flink.jar").append(File.pathSeparator); + paths.add(remotePathConf); + classPathBuilder.append("flink-conf.yaml").append(File.pathSeparator); + + // write job graph to tmp file and add it to local resource + // TODO: server use user main method to generate job graph + if (jobGraph != null) { + try { + File fp = File.createTempFile(appId.toString(), null); + fp.deleteOnExit(); + try (FileOutputStream output = new FileOutputStream(fp); + ObjectOutputStream obOutput = new ObjectOutputStream(output);){ + obOutput.writeObject(jobGraph); + } + + final String jobGraphFilename = "job.graph"; + flinkConfiguration.setString(JOB_GRAPH_FILE_PATH, jobGraphFilename); + + Path pathFromYarnURL = setupSingleLocalResource( + jobGraphFilename, + fs, + appId, + new Path(fp.toURI()), + localResources, + homeDir, + ""); + paths.add(pathFromYarnURL); + classPathBuilder.append(jobGraphFilename).append(File.pathSeparator); + } catch (Exception e) { + LOG.warn("Add job graph to local resource fail"); + throw e; + } + } + + final Path yarnFilesDir = getYarnFilesDir(appId); + FsPermission permission = new FsPermission(FsAction.ALL, FsAction.NONE, FsAction.NONE); + fs.setPermission(yarnFilesDir, permission); // set permission for path. + + //To support Yarn Secure Integration Test Scenario + //In Integration test setup, the Yarn containers created by YarnMiniCluster does not have the Yarn site XML + //and KRB5 configuration files. We are adding these files as container local resources for the container + //applications (JM/TMs) to have proper secure cluster setup + Path remoteKrb5Path = null; + Path remoteYarnSiteXmlPath = null; + boolean hasKrb5 = false; + if (System.getenv("IN_TESTS") != null) { + String krb5Config = System.getProperty("java.security.krb5.conf"); + if (krb5Config != null && krb5Config.length() != 0) { + File krb5 = new File(krb5Config); + LOG.info("Adding KRB5 configuration {} to the AM container local resource bucket", krb5.getAbsolutePath()); + Path krb5ConfPath = new Path(krb5.getAbsolutePath()); + remoteKrb5Path = setupSingleLocalResource( + Utils.KRB5_FILE_NAME, + fs, + appId, + krb5ConfPath, + localResources, + homeDir, + ""); + + File f = new File(System.getenv("YARN_CONF_DIR"), Utils.YARN_SITE_FILE_NAME); + LOG.info("Adding Yarn configuration {} to the AM container local resource bucket", f.getAbsolutePath()); + Path yarnSitePath = new Path(f.getAbsolutePath()); + remoteYarnSiteXmlPath = setupSingleLocalResource( + Utils.YARN_SITE_FILE_NAME, + fs, + appId, + yarnSitePath, + localResources, + homeDir, + ""); + hasKrb5 = true; + } + } + + // setup security tokens + Path remotePathKeytab = null; + String keytab = configuration.getString(SecurityOptions.KERBEROS_LOGIN_KEYTAB); + if (keytab != null) { + LOG.info("Adding keytab {} to the AM container local resource bucket", keytab); + remotePathKeytab = setupSingleLocalResource( + Utils.KEYTAB_FILE_NAME, + fs, + appId, + new Path(keytab), + localResources, + homeDir, + ""); + } + + final ContainerLaunchContext amContainer = setupApplicationMasterContainer( + yarnClusterEntrypoint, + hasLogback, + hasLog4j, + hasKrb5, + clusterSpecification.getMasterMemoryMB()); + + if (UserGroupInformation.isSecurityEnabled()) { + // set HDFS delegation tokens when security is enabled + LOG.info("Adding delegation token to the AM container.."); + Utils.setTokensFor(amContainer, paths, yarnConfiguration); + } + + amContainer.setLocalResources(localResources); + fs.close(); + + // Setup CLASSPATH and environment variables for ApplicationMaster + final Map appMasterEnv = new HashMap<>(); + // set user specified app master environment variables + appMasterEnv.putAll(Utils.getEnvironmentVariables(ResourceManagerOptions.CONTAINERIZED_MASTER_ENV_PREFIX, configuration)); + // set Flink app class path + appMasterEnv.put(YarnConfigKeys.ENV_FLINK_CLASSPATH, classPathBuilder.toString()); + + // set Flink on YARN internal configuration values + appMasterEnv.put(YarnConfigKeys.ENV_TM_COUNT, String.valueOf(clusterSpecification.getNumberTaskManagers())); + appMasterEnv.put(YarnConfigKeys.ENV_TM_MEMORY, String.valueOf(clusterSpecification.getTaskManagerMemoryMB())); + appMasterEnv.put(YarnConfigKeys.FLINK_JAR_PATH, remotePathJar.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_APP_ID, appId.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_HOME_DIR, homeDir.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_SHIP_FILES, envShipFileList.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_SLOTS, String.valueOf(clusterSpecification.getSlotsPerTaskManager())); + appMasterEnv.put(YarnConfigKeys.ENV_DETACHED, String.valueOf(detached)); + appMasterEnv.put(YarnConfigKeys.ENV_ZOOKEEPER_NAMESPACE, getZookeeperNamespace()); + appMasterEnv.put(YarnConfigKeys.FLINK_YARN_FILES, yarnFilesDir.toUri().toString()); + + // https://github.com/apache/hadoop/blob/trunk/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/markdown/YarnApplicationSecurity.md#identity-on-an-insecure-cluster-hadoop_user_name + appMasterEnv.put(YarnConfigKeys.ENV_HADOOP_USER_NAME, UserGroupInformation.getCurrentUser().getUserName()); + + if (remotePathKeytab != null) { + appMasterEnv.put(YarnConfigKeys.KEYTAB_PATH, remotePathKeytab.toString()); + String principal = configuration.getString(SecurityOptions.KERBEROS_LOGIN_PRINCIPAL); + appMasterEnv.put(YarnConfigKeys.KEYTAB_PRINCIPAL, principal); + } + + //To support Yarn Secure Integration Test Scenario + if (remoteYarnSiteXmlPath != null && remoteKrb5Path != null) { + appMasterEnv.put(YarnConfigKeys.ENV_YARN_SITE_XML_PATH, remoteYarnSiteXmlPath.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_KRB5_PATH, remoteKrb5Path.toString()); + } + + if (dynamicPropertiesEncoded != null) { + appMasterEnv.put(YarnConfigKeys.ENV_DYNAMIC_PROPERTIES, dynamicPropertiesEncoded); + } + + // set classpath from YARN configuration + Utils.setupYarnClassPath(yarnConfiguration, appMasterEnv); + + amContainer.setEnvironment(appMasterEnv); + + // Set up resource type requirements for ApplicationMaster + Resource capability = Records.newRecord(Resource.class); + capability.setMemory(clusterSpecification.getMasterMemoryMB()); + capability.setVirtualCores(1); + + final String customApplicationName = customName != null ? customName : applicationName; + + appContext.setApplicationName(customApplicationName); + appContext.setApplicationType("Apache Flink"); + appContext.setAMContainerSpec(amContainer); + appContext.setResource(capability); + + if (yarnQueue != null) { + appContext.setQueue(yarnQueue); + } + + setApplicationNodeLabel(appContext); + + setApplicationTags(appContext); + + // add a hook to clean up in case deployment fails + Thread deploymentFailureHook = new DeploymentFailureHook(yarnClient, yarnApplication, yarnFilesDir); + Runtime.getRuntime().addShutdownHook(deploymentFailureHook); + LOG.info("Submitting application master " + appId); + yarnClient.submitApplication(appContext); + + LOG.info("Waiting for the cluster to be allocated"); + final long startTime = System.currentTimeMillis(); + ApplicationReport report; + YarnApplicationState lastAppState = YarnApplicationState.NEW; + loop: while (true) { + try { + report = yarnClient.getApplicationReport(appId); + } catch (IOException e) { + throw new YarnDeploymentException("Failed to deploy the cluster.", e); + } + YarnApplicationState appState = report.getYarnApplicationState(); + LOG.debug("Application State: {}", appState); + switch(appState) { + case FAILED: + case FINISHED: + case KILLED: + throw new YarnDeploymentException("The YARN application unexpectedly switched to state " + + appState + " during deployment. \n" + + "Diagnostics from YARN: " + report.getDiagnostics() + "\n" + + "If log aggregation is enabled on your cluster, use this command to further investigate the issue:\n" + + "yarn logs -applicationId " + appId); + //break .. + case RUNNING: + LOG.info("YARN application has been deployed successfully."); + break loop; + default: + if (appState != lastAppState) { + LOG.info("Deploying cluster, current state " + appState); + } + if (System.currentTimeMillis() - startTime > 60000) { + LOG.info("Deployment took more than 60 seconds. Please check if the requested resources are available in the YARN cluster"); + } + + } + lastAppState = appState; + Thread.sleep(250); + } + // print the application id for user to cancel themselves. + if (isDetachedMode()) { + LOG.info("The Flink YARN client has been started in detached mode. In order to stop " + + "Flink on YARN, use the following command or a YARN web interface to stop " + + "it:\nyarn application -kill " + appId + "\nPlease also note that the " + + "temporary files of the YARN session in the home directory will not be removed."); + } + // since deployment was successful, remove the hook + ShutdownHookUtil.removeShutdownHook(deploymentFailureHook, getClass().getSimpleName(), LOG); + return report; + } + + /** + * Returns the Path where the YARN application files should be uploaded to. + * + * @param appId YARN application id + */ + private Path getYarnFilesDir(final ApplicationId appId) throws IOException { + final FileSystem fileSystem = FileSystem.get(yarnConfiguration); + final Path homeDir = fileSystem.getHomeDirectory(); + return new Path(homeDir, ".flink/" + appId + '/'); + } + + /** + * Uploads and registers a single resource and adds it to localResources. + * + * @param key + * the key to add the resource under + * @param fs + * the remote file system to upload to + * @param appId + * application ID + * @param localSrcPath + * local path to the file + * @param localResources + * map of resources + * + * @return the remote path to the uploaded resource + */ + private static Path setupSingleLocalResource( + String key, + FileSystem fs, + ApplicationId appId, + Path localSrcPath, + Map localResources, + Path targetHomeDir, + String relativeTargetPath) throws IOException, URISyntaxException { + + Tuple2 resource = Utils.setupLocalResource( + fs, + appId.toString(), + localSrcPath, + targetHomeDir, + relativeTargetPath); + + localResources.put(key, resource.f1); + + return resource.f0; + } + + /** + * Recursively uploads (and registers) any (user and system) files in shipFiles except + * for files matching "flink-dist*.jar" which should be uploaded separately. + * + * @param shipFiles + * files to upload + * @param fs + * file system to upload to + * @param targetHomeDir + * remote home directory to upload to + * @param appId + * application ID + * @param remotePaths + * paths of the remote resources (uploaded resources will be added) + * @param localResources + * map of resources (uploaded resources will be added) + * @param envShipFileList + * list of shipped files in a format understood by {@link Utils#createTaskExecutorContext} + * + * @return list of class paths with the the proper resource keys from the registration + */ + static List uploadAndRegisterFiles( + Collection shipFiles, + FileSystem fs, + Path targetHomeDir, + ApplicationId appId, + List remotePaths, + Map localResources, + StringBuilder envShipFileList) throws IOException, URISyntaxException { + + final List classPaths = new ArrayList<>(2 + shipFiles.size()); + for (File shipFile : shipFiles) { + if (shipFile.isDirectory()) { + // add directories to the classpath + java.nio.file.Path shipPath = shipFile.toPath(); + final java.nio.file.Path parentPath = shipPath.getParent(); + + Files.walkFileTree(shipPath, new SimpleFileVisitor() { + @Override + public FileVisitResult visitFile(java.nio.file.Path file, BasicFileAttributes attrs) + throws IOException { + String fileName = file.getFileName().toString(); + if (!(fileName.startsWith("flink-dist") && + fileName.endsWith("jar"))) { + + java.nio.file.Path relativePath = parentPath.relativize(file); + + String key = relativePath.toString(); + try { + Path remotePath = setupSingleLocalResource( + key, + fs, + appId, + new Path(file.toUri()), + localResources, + targetHomeDir, + relativePath.getParent().toString()); + remotePaths.add(remotePath); + envShipFileList.append(key).append("=") + .append(remotePath).append(","); + + // add files to the classpath + classPaths.add(key); + } catch (URISyntaxException e) { + throw new IOException(e); + } + } + + return FileVisitResult.CONTINUE; + } + }); + } else { + if (!(shipFile.getName().startsWith("flink-dist") && shipFile.getName().endsWith("jar"))) { + Path shipLocalPath = new Path(shipFile.toURI()); + String key = shipFile.getName(); + Path remotePath = setupSingleLocalResource( + key, fs, appId, shipLocalPath, localResources, targetHomeDir, ""); + remotePaths.add(remotePath); + envShipFileList.append(key).append("=").append(remotePath).append(","); + + // add files to the classpath + classPaths.add(key); + } + } + + } + return classPaths; + } + + /** + * Kills YARN application and stops YARN client. + * + *

Use this method to kill the App before it has been properly deployed + */ + private void failSessionDuringDeployment(YarnClient yarnClient, YarnClientApplication yarnApplication) { + LOG.info("Killing YARN application"); + + try { + yarnClient.killApplication(yarnApplication.getNewApplicationResponse().getApplicationId()); + } catch (Exception e) { + // we only log a debug message here because the "killApplication" call is a best-effort + // call (we don't know if the application has been deployed when the error occured). + LOG.debug("Error while killing YARN application", e); + } + yarnClient.stop(); + } + + private static class ClusterResourceDescription { + public final int totalFreeMemory; + public final int containerLimit; + public final int[] nodeManagersFree; + + public ClusterResourceDescription(int totalFreeMemory, int containerLimit, int[] nodeManagersFree) { + this.totalFreeMemory = totalFreeMemory; + this.containerLimit = containerLimit; + this.nodeManagersFree = nodeManagersFree; + } + } + + private ClusterResourceDescription getCurrentFreeClusterResources(YarnClient yarnClient) throws YarnException, IOException { + List nodes = yarnClient.getNodeReports(NodeState.RUNNING); + + int totalFreeMemory = 0; + int containerLimit = 0; + int[] nodeManagersFree = new int[nodes.size()]; + + for (int i = 0; i < nodes.size(); i++) { + NodeReport rep = nodes.get(i); + int free = rep.getCapability().getMemory() - (rep.getUsed() != null ? rep.getUsed().getMemory() : 0); + nodeManagersFree[i] = free; + totalFreeMemory += free; + if (free > containerLimit) { + containerLimit = free; + } + } + return new ClusterResourceDescription(totalFreeMemory, containerLimit, nodeManagersFree); + } + + @Override + public String getClusterDescription() { + + try { + ByteArrayOutputStream baos = new ByteArrayOutputStream(); + PrintStream ps = new PrintStream(baos); + + YarnClusterMetrics metrics = yarnClient.getYarnClusterMetrics(); + + ps.append("NodeManagers in the ClusterClient " + metrics.getNumNodeManagers()); + List nodes = yarnClient.getNodeReports(NodeState.RUNNING); + final String format = "|%-16s |%-16s %n"; + ps.printf("|Property |Value %n"); + ps.println("+---------------------------------------+"); + int totalMemory = 0; + int totalCores = 0; + for (NodeReport rep : nodes) { + final Resource res = rep.getCapability(); + totalMemory += res.getMemory(); + totalCores += res.getVirtualCores(); + ps.format(format, "NodeID", rep.getNodeId()); + ps.format(format, "Memory", res.getMemory() + " MB"); + ps.format(format, "vCores", res.getVirtualCores()); + ps.format(format, "HealthReport", rep.getHealthReport()); + ps.format(format, "Containers", rep.getNumContainers()); + ps.println("+---------------------------------------+"); + } + ps.println("Summary: totalMemory " + totalMemory + " totalCores " + totalCores); + List qInfo = yarnClient.getAllQueues(); + for (QueueInfo q : qInfo) { + ps.println("Queue: " + q.getQueueName() + ", Current Capacity: " + q.getCurrentCapacity() + " Max Capacity: " + + q.getMaximumCapacity() + " Applications: " + q.getApplications().size()); + } + return baos.toString(); + } catch (Exception e) { + throw new RuntimeException("Couldn't get cluster description", e); + } + } + + public void setName(String name) { + if (name == null) { + throw new IllegalArgumentException("The passed name is null"); + } + customName = name; + } + + private void activateHighAvailabilitySupport(ApplicationSubmissionContext appContext) throws + InvocationTargetException, IllegalAccessException { + + ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); + + reflector.setKeepContainersAcrossApplicationAttempts(appContext, true); + reflector.setAttemptFailuresValidityInterval(appContext, AkkaUtils.getTimeout(flinkConfiguration).toMillis()); + } + + private void setApplicationTags(final ApplicationSubmissionContext appContext) throws InvocationTargetException, + IllegalAccessException { + + final ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); + final String tagsString = flinkConfiguration.getString(YarnConfigOptions.APPLICATION_TAGS); + + final Set applicationTags = new HashSet<>(); + + // Trim whitespace and cull empty tags + for (final String tag : tagsString.split(",")) { + final String trimmedTag = tag.trim(); + if (!trimmedTag.isEmpty()) { + applicationTags.add(trimmedTag); + } + } + + reflector.setApplicationTags(appContext, applicationTags); + } + + private void setApplicationNodeLabel(final ApplicationSubmissionContext appContext) throws InvocationTargetException, + IllegalAccessException { + + if (nodeLabel != null) { + final ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); + reflector.setApplicationNodeLabel(appContext, nodeLabel); + } + } + + /** + * Singleton object which uses reflection to determine whether the {@link ApplicationSubmissionContext} + * supports various methods which, depending on the Hadoop version, may or may not be supported. + * + *

If an unsupported method is invoked, nothing happens. + * + *

Currently three methods are proxied: + * - setApplicationTags (>= 2.4.0) + * - setAttemptFailuresValidityInterval (>= 2.6.0) + * - setKeepContainersAcrossApplicationAttempts (>= 2.4.0) + * - setNodeLabelExpression (>= 2.6.0) + */ + private static class ApplicationSubmissionContextReflector { + private static final Logger LOG = LoggerFactory.getLogger(ApplicationSubmissionContextReflector.class); + + private static final ApplicationSubmissionContextReflector instance = + new ApplicationSubmissionContextReflector(ApplicationSubmissionContext.class); + + public static ApplicationSubmissionContextReflector getInstance() { + return instance; + } + + private static final String APPLICATION_TAGS_METHOD_NAME = "setApplicationTags"; + private static final String ATTEMPT_FAILURES_METHOD_NAME = "setAttemptFailuresValidityInterval"; + private static final String KEEP_CONTAINERS_METHOD_NAME = "setKeepContainersAcrossApplicationAttempts"; + private static final String NODE_LABEL_EXPRESSION_NAME = "setNodeLabelExpression"; + + private final Method applicationTagsMethod; + private final Method attemptFailuresValidityIntervalMethod; + private final Method keepContainersMethod; + @Nullable + private final Method nodeLabelExpressionMethod; + + private ApplicationSubmissionContextReflector(Class clazz) { + Method applicationTagsMethod; + Method attemptFailuresValidityIntervalMethod; + Method keepContainersMethod; + Method nodeLabelExpressionMethod; + + try { + // this method is only supported by Hadoop 2.4.0 onwards + applicationTagsMethod = clazz.getMethod(APPLICATION_TAGS_METHOD_NAME, Set.class); + LOG.debug("{} supports method {}.", clazz.getCanonicalName(), APPLICATION_TAGS_METHOD_NAME); + } catch (NoSuchMethodException e) { + LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), APPLICATION_TAGS_METHOD_NAME); + // assign null because the Hadoop version apparently does not support this call. + applicationTagsMethod = null; + } + + this.applicationTagsMethod = applicationTagsMethod; + + try { + // this method is only supported by Hadoop 2.6.0 onwards + attemptFailuresValidityIntervalMethod = clazz.getMethod(ATTEMPT_FAILURES_METHOD_NAME, long.class); + LOG.debug("{} supports method {}.", clazz.getCanonicalName(), ATTEMPT_FAILURES_METHOD_NAME); + } catch (NoSuchMethodException e) { + LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), ATTEMPT_FAILURES_METHOD_NAME); + // assign null because the Hadoop version apparently does not support this call. + attemptFailuresValidityIntervalMethod = null; + } + + this.attemptFailuresValidityIntervalMethod = attemptFailuresValidityIntervalMethod; + + try { + // this method is only supported by Hadoop 2.4.0 onwards + keepContainersMethod = clazz.getMethod(KEEP_CONTAINERS_METHOD_NAME, boolean.class); + LOG.debug("{} supports method {}.", clazz.getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); + } catch (NoSuchMethodException e) { + LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); + // assign null because the Hadoop version apparently does not support this call. + keepContainersMethod = null; + } + + this.keepContainersMethod = keepContainersMethod; + + try { + nodeLabelExpressionMethod = clazz.getMethod(NODE_LABEL_EXPRESSION_NAME, String.class); + LOG.debug("{} supports method {}.", clazz.getCanonicalName(), NODE_LABEL_EXPRESSION_NAME); + } catch (NoSuchMethodException e) { + LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), NODE_LABEL_EXPRESSION_NAME); + nodeLabelExpressionMethod = null; + } + + this.nodeLabelExpressionMethod = nodeLabelExpressionMethod; + } + + public void setApplicationTags( + ApplicationSubmissionContext appContext, + Set applicationTags) throws InvocationTargetException, IllegalAccessException { + if (applicationTagsMethod != null) { + LOG.debug("Calling method {} of {}.", + applicationTagsMethod.getName(), + appContext.getClass().getCanonicalName()); + applicationTagsMethod.invoke(appContext, applicationTags); + } else { + LOG.debug("{} does not support method {}. Doing nothing.", + appContext.getClass().getCanonicalName(), + APPLICATION_TAGS_METHOD_NAME); + } + } + + public void setApplicationNodeLabel( + ApplicationSubmissionContext appContext, + String nodeLabel) throws InvocationTargetException, IllegalAccessException { + if (nodeLabelExpressionMethod != null) { + LOG.debug("Calling method {} of {}.", + nodeLabelExpressionMethod.getName(), + appContext.getClass().getCanonicalName()); + nodeLabelExpressionMethod.invoke(appContext, nodeLabel); + } else { + LOG.debug("{} does not support method {}. Doing nothing.", + appContext.getClass().getCanonicalName(), + NODE_LABEL_EXPRESSION_NAME); + } + } + + public void setAttemptFailuresValidityInterval( + ApplicationSubmissionContext appContext, + long validityInterval) throws InvocationTargetException, IllegalAccessException { + if (attemptFailuresValidityIntervalMethod != null) { + LOG.debug("Calling method {} of {}.", + attemptFailuresValidityIntervalMethod.getName(), + appContext.getClass().getCanonicalName()); + attemptFailuresValidityIntervalMethod.invoke(appContext, validityInterval); + } else { + LOG.debug("{} does not support method {}. Doing nothing.", + appContext.getClass().getCanonicalName(), + ATTEMPT_FAILURES_METHOD_NAME); + } + } + + public void setKeepContainersAcrossApplicationAttempts( + ApplicationSubmissionContext appContext, + boolean keepContainers) throws InvocationTargetException, IllegalAccessException { + + if (keepContainersMethod != null) { + LOG.debug("Calling method {} of {}.", keepContainersMethod.getName(), + appContext.getClass().getCanonicalName()); + keepContainersMethod.invoke(appContext, keepContainers); + } else { + LOG.debug("{} does not support method {}. Doing nothing.", + appContext.getClass().getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); + } + } + } + + private static class YarnDeploymentException extends RuntimeException { + private static final long serialVersionUID = -812040641215388943L; + + public YarnDeploymentException(String message) { + super(message); + } + + public YarnDeploymentException(String message, Throwable cause) { + super(message, cause); + } + } + + private class DeploymentFailureHook extends Thread { + + private final YarnClient yarnClient; + private final YarnClientApplication yarnApplication; + private final Path yarnFilesDir; + + DeploymentFailureHook(YarnClient yarnClient, YarnClientApplication yarnApplication, Path yarnFilesDir) { + this.yarnClient = Preconditions.checkNotNull(yarnClient); + this.yarnApplication = Preconditions.checkNotNull(yarnApplication); + this.yarnFilesDir = Preconditions.checkNotNull(yarnFilesDir); + } + + @Override + public void run() { + LOG.info("Cancelling deployment from Deployment Failure Hook"); + failSessionDuringDeployment(yarnClient, yarnApplication); + LOG.info("Deleting files in {}.", yarnFilesDir); + try { + FileSystem fs = FileSystem.get(yarnConfiguration); + + if (!fs.delete(yarnFilesDir, true)) { + throw new IOException("Deleting files in " + yarnFilesDir + " was unsuccessful"); + } + + fs.close(); + } catch (IOException e) { + LOG.error("Failed to delete Flink Jar and configuration files in HDFS", e); + } + } + } + + protected void addLibFolderToShipFiles(Collection effectiveShipFiles) { + // Add lib folder to the ship files if the environment variable is set. + // This is for convenience when running from the command-line. + // (for other files users explicitly set the ship files) + String libDir = System.getenv().get(ENV_FLINK_LIB_DIR); + if (libDir != null) { + File libDirFile = new File(libDir); + if (libDirFile.isDirectory()) { + effectiveShipFiles.add(libDirFile); + } else { + throw new YarnDeploymentException("The environment variable '" + ENV_FLINK_LIB_DIR + + "' is set to '" + libDir + "' but the directory doesn't exist."); + } + } else if (this.shipFiles.isEmpty()) { + LOG.warn("Environment variable '{}' not set and ship files have not been provided manually. " + + "Not shipping any library files.", ENV_FLINK_LIB_DIR); + } + } + + protected ContainerLaunchContext setupApplicationMasterContainer( + String yarnClusterEntrypoint, + boolean hasLogback, + boolean hasLog4j, + boolean hasKrb5, + int jobManagerMemoryMb) { + // ------------------ Prepare Application Master Container ------------------------------ + + // respect custom JVM options in the YAML file + String javaOpts = flinkConfiguration.getString(CoreOptions.FLINK_JVM_OPTIONS); + if (flinkConfiguration.getString(CoreOptions.FLINK_JM_JVM_OPTIONS).length() > 0) { + javaOpts += " " + flinkConfiguration.getString(CoreOptions.FLINK_JM_JVM_OPTIONS); + } + //applicable only for YarnMiniCluster secure test run + //krb5.conf file will be available as local resource in JM/TM container + if (hasKrb5) { + javaOpts += " -Djava.security.krb5.conf=krb5.conf"; + } + + // Set up the container launch context for the application master + ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class); + + final Map startCommandValues = new HashMap<>(); + startCommandValues.put("java", "$JAVA_HOME/bin/java"); + + int heapSize = Utils.calculateHeapSize(jobManagerMemoryMb, flinkConfiguration); + String jvmHeapMem = String.format("-Xms%sm -Xmx%sm", heapSize, heapSize); + startCommandValues.put("jvmmem", jvmHeapMem); + + startCommandValues.put("jvmopts", javaOpts); + String logging = ""; + + if (hasLogback || hasLog4j) { + logging = "-Dlog.file=\"" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.log\""; + + if (hasLogback) { + logging += " -Dlogback.configurationFile=file:" + CONFIG_FILE_LOGBACK_NAME; + } + + if (hasLog4j) { + logging += " -Dlog4j.configuration=file:" + CONFIG_FILE_LOG4J_NAME; + } + } + + startCommandValues.put("logging", logging); + startCommandValues.put("class", yarnClusterEntrypoint); + startCommandValues.put("redirects", + "1> " + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.out " + + "2> " + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.err"); + startCommandValues.put("args", ""); + + final String commandTemplate = flinkConfiguration + .getString(ConfigConstants.YARN_CONTAINER_START_COMMAND_TEMPLATE, + ConfigConstants.DEFAULT_YARN_CONTAINER_START_COMMAND_TEMPLATE); + final String amCommand = + BootstrapTools.getStartCommand(commandTemplate, startCommandValues); + + amContainer.setCommands(Collections.singletonList(amCommand)); + + LOG.debug("Application Master start command: " + amCommand); + + return amContainer; + } + + private static YarnConfigOptions.UserJarInclusion getUserJarInclusionMode(Configuration config) { + throwIfUserTriesToDisableUserJarInclusionInSystemClassPath(config); + + return config.getEnum(YarnConfigOptions.UserJarInclusion.class, YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR); + } + + private static void throwIfUserTriesToDisableUserJarInclusionInSystemClassPath(final Configuration config) { + final String userJarInclusion = config.getString(YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR); + if ("DISABLED".equalsIgnoreCase(userJarInclusion)) { + throw new IllegalArgumentException(String.format("Config option %s cannot be set to DISABLED anymore (see FLINK-11781)", + YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR.key())); + } + } + + /** + * Creates a YarnClusterClient; may be overridden in tests. + */ + protected abstract ClusterClient createYarnClusterClient( + AbstractYarnClusterDescriptor descriptor, + int numberTaskManagers, + int slotsPerTaskManager, + ApplicationReport report, + Configuration flinkConfiguration, + boolean perJobCluster) throws Exception; +} + diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml index f38c4665c6..c2f9c1ac13 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml @@ -40,7 +40,7 @@ + tofile="${basedir}/../../plugins/mongodboplogreader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml index d2630bba2c..182ea07067 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml +++ b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml @@ -57,7 +57,7 @@ + tofile="${basedir}/../../plugins/pgwalreader/${project.name}-${package.name}.jar" /> From f52d81f2846541198f704472953f0af669b03673 Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 15 Apr 2020 17:13:33 +0800 Subject: [PATCH 038/136] =?UTF-8?q?fix=E4=BB=BB=E5=8A=A1=E6=8F=90=E4=BA=A4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README_OLD.md | 7 +- flinkx-core/pom.xml | 20 +-- .../com/dtstack/flinkx/options/Options.java | 11 ++ .../flinkx/launcher/ClusterClientFactory.java | 131 ++++++++++++------ .../com/dtstack/flinkx/launcher/Launcher.java | 63 ++++++++- .../dtstack/flinkx/launcher/PluginUtil.java | 54 ++++++++ .../perjob/PerJobClusterClientBuilder.java | 33 ++--- .../launcher/perjob/PerJobSubmitter.java | 4 +- .../yarn/AbstractYarnClusterDescriptor.java | 14 ++ pom.xml | 1 - 10 files changed, 237 insertions(+), 101 deletions(-) create mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/PluginUtil.java diff --git a/README_OLD.md b/README_OLD.md index 144b82a9bc..6ed77f1821 100644 --- a/README_OLD.md +++ b/README_OLD.md @@ -45,13 +45,8 @@ 进入项目根目录，使用maven打包： -windows平台 ``` -mvn clean package -DskipTests -DscriptType=bat -``` -unix平台 -``` -mvn clean package -DskipTests -DscriptType=sh +mvn clean package -DskipTests ``` 打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，plugins目录下存放编译好的数据同步插件包 diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 08d35429c9..223aae3824 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -150,7 +150,7 @@ com.fasterxml.jackson.core jackson-databind - 2.9.10.1 + 2.9.10.3 io.prometheus @@ -166,24 +166,6 @@ - - exec-maven-plugin - org.codehaus.mojo - 1.6.0 - - - Version Calculation - generate-sources - - exec - - - ${basedir}/../bin/install_jars.${scriptType} - - - - - org.apache.maven.plugins maven-compiler-plugin diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index 804f983bdb..9b57f5583b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -73,6 +73,17 @@ public class Options { @OptionRequired(description = "plugin load mode, by classpath or shipfile") private String pluginLoadMode = "shipfile"; + @OptionRequired(description = "applicationId on yarn cluster") + private String appId; + + public String getAppId() { + return appId; + } + + public void setAppId(String appId) { + this.appId = appId; + } + public String getS() { return s; } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index fbbf7bff38..dc952713f6 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -31,18 +31,22 @@ import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; import org.apache.flink.runtime.util.LeaderConnectionInfo; import org.apache.flink.runtime.util.LeaderRetrievalUtils; +import org.apache.flink.yarn.AbstractYarnClusterDescriptor; import org.apache.flink.yarn.YarnClusterDescriptor; +import org.apache.hadoop.fs.Path; import org.apache.hadoop.yarn.api.records.ApplicationId; import org.apache.hadoop.yarn.api.records.ApplicationReport; import org.apache.hadoop.yarn.api.records.YarnApplicationState; import org.apache.hadoop.yarn.client.api.YarnClient; import org.apache.hadoop.yarn.conf.YarnConfiguration; +import org.apache.hadoop.yarn.util.ConverterUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import java.io.File; import java.net.InetSocketAddress; -import java.util.EnumSet; -import java.util.HashSet; -import java.util.List; -import java.util.Set; +import java.net.URL; +import java.util.*; /** * The Factory of ClusterClient @@ -79,60 +83,37 @@ public static ClusterClient createStandaloneClient(Options launcherOptions) thro } public static ClusterClient createYarnClient(Options launcherOptions) { - String flinkConfDir = launcherOptions.getFlinkconf(); - Configuration config = GlobalConfiguration.loadConfiguration(flinkConfDir); + Configuration flinkConfig = GlobalConfiguration.loadConfiguration(launcherOptions.getFlinkconf()); String yarnConfDir = launcherOptions.getYarnconf(); if(StringUtils.isNotBlank(yarnConfDir)) { - try { - config.setString(ConfigConstants.PATH_HADOOP_CONFIG, yarnConfDir); - FileSystem.initialize(config); + flinkConfig.setString(ConfigConstants.PATH_HADOOP_CONFIG, yarnConfDir); + FileSystem.initialize(flinkConfig); YarnConfiguration yarnConf = YarnConfLoader.getYarnConf(yarnConfDir); YarnClient yarnClient = YarnClient.createYarnClient(); yarnClient.init(yarnConf); yarnClient.start(); - ApplicationId applicationId = null; - - Set set = new HashSet<>(); - set.add("Apache Flink"); - EnumSet enumSet = EnumSet.noneOf(YarnApplicationState.class); - enumSet.add(YarnApplicationState.RUNNING); - List reportList = yarnClient.getApplications(set, enumSet); - - int maxMemory = -1; - int maxCores = -1; - for(ApplicationReport report : reportList) { - if(!report.getName().startsWith("Flink session")){ - continue; - } + ApplicationId applicationId; - if(!report.getYarnApplicationState().equals(YarnApplicationState.RUNNING)) { - continue; + if (StringUtils.isEmpty(launcherOptions.getAppId())) { + applicationId = getAppIdFromYarn(yarnClient); + if(applicationId != null && StringUtils.isEmpty(applicationId.toString())) { + throw new RuntimeException("No flink session found on yarn cluster."); } - - int thisMemory = report.getApplicationResourceUsageReport().getNeededResources().getMemory(); - int thisCores = report.getApplicationResourceUsageReport().getNeededResources().getVirtualCores(); - - boolean isOverMaxResource = thisMemory > maxMemory || thisMemory == maxMemory && thisCores > maxCores; - if(isOverMaxResource) { - maxMemory = thisMemory; - maxCores = thisCores; - applicationId = report.getApplicationId(); - } - } - - if(applicationId != null && StringUtils.isEmpty(applicationId.toString())) { - throw new RuntimeException("No flink session found on yarn cluster."); + } else { + applicationId = ConverterUtils.toApplicationId(launcherOptions.getAppId()); } - HighAvailabilityMode highAvailabilityMode = LeaderRetrievalUtils.getRecoveryMode(config); + HighAvailabilityMode highAvailabilityMode = LeaderRetrievalUtils.getRecoveryMode(flinkConfig); if(highAvailabilityMode.equals(HighAvailabilityMode.ZOOKEEPER) && applicationId!=null){ - config.setString(HighAvailabilityOptions.HA_CLUSTER_ID,applicationId.toString()); + flinkConfig.setString(HighAvailabilityOptions.HA_CLUSTER_ID,applicationId.toString()); } - YarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor(config, yarnConf, "", yarnClient, false); + + AbstractYarnClusterDescriptor yarnClusterDescriptor = getClusterDescriptor(launcherOptions, yarnClient, yarnConf, flinkConfig); ClusterClient clusterClient = yarnClusterDescriptor.retrieve(applicationId); clusterClient.setDetached(true); + return clusterClient; } catch(Exception e) { throw new RuntimeException(e); @@ -141,4 +122,70 @@ public static ClusterClient createYarnClient(Options launcherOptions) { throw new UnsupportedOperationException("Haven't been developed yet!"); } + + private static AbstractYarnClusterDescriptor getClusterDescriptor(Options launcherOptions, + YarnClient yarnClient, + YarnConfiguration yarnConf, + Configuration flinkConfig) throws Exception{ + AbstractYarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor(flinkConfig, yarnConf, "", yarnClient, true); + + // plugin dependent on shipfile + if (StringUtils.isNotEmpty(launcherOptions.getPluginLoadMode()) && "shipfile".equalsIgnoreCase(launcherOptions.getPluginLoadMode())) { + List pluginPaths = PluginUtil.getAllPluginPath(launcherOptions.getPluginRoot()); + if (!pluginPaths.isEmpty()) { + yarnClusterDescriptor.addShipFiles(pluginPaths); + } + } + + String flinkJarPath = launcherOptions.getFlinkLibJar(); + if (StringUtils.isNotEmpty(flinkJarPath)) { + List classpaths = new ArrayList<>(); + File[] jars = new File(flinkJarPath).listFiles(); + for (File file : jars) { + if (file.toURI().toURL().toString().contains("flink-dist")) { + yarnClusterDescriptor.setLocalJarPath(new Path(file.toURI().toURL().toString())); + } else { + classpaths.add(file.toURI().toURL()); + } + } + + yarnClusterDescriptor.setProvidedUserJarFiles(classpaths); + } + + yarnClusterDescriptor.setName(launcherOptions.getJobid()); + return yarnClusterDescriptor; + } + + private static ApplicationId getAppIdFromYarn(YarnClient yarnClient) throws Exception{ + Set set = new HashSet<>(); + set.add("Apache Flink"); + EnumSet enumSet = EnumSet.noneOf(YarnApplicationState.class); + enumSet.add(YarnApplicationState.RUNNING); + List reportList = yarnClient.getApplications(set, enumSet); + + ApplicationId applicationId = null; + int maxMemory = -1; + int maxCores = -1; + for(ApplicationReport report : reportList) { + if(!report.getName().startsWith("Flink session")){ + continue; + } + + if(!report.getYarnApplicationState().equals(YarnApplicationState.RUNNING)) { + continue; + } + + int thisMemory = report.getApplicationResourceUsageReport().getNeededResources().getMemory(); + int thisCores = report.getApplicationResourceUsageReport().getNeededResources().getVirtualCores(); + + boolean isOverMaxResource = thisMemory > maxMemory || thisMemory == maxMemory && thisCores > maxCores; + if(isOverMaxResource) { + maxMemory = thisMemory; + maxCores = thisCores; + applicationId = report.getApplicationId(); + } + } + + return applicationId; + } } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 19dc85366f..91a4bd1409 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -52,6 +52,8 @@ public class Launcher { public static final String KEY_FLINKX_HOME = "FLINKX_HOME"; + public static final String KEY_FLINK_HOME = "FLINK_HOME"; + public static final String KEY_HADOOP_HOME = "HADOOP_HOME"; public static final String PLUGINS_DIR_NAME = "plugins"; @@ -88,7 +90,7 @@ public static void main(String[] args) throws Exception { setLogLevel(Level.INFO.toString()); OptionParser optionParser = new OptionParser(args); Options launcherOptions = optionParser.getOptions(); - findDefaultPluginRoot(launcherOptions); + findDefaultConfigDir(launcherOptions); String mode = launcherOptions.getMode(); List argList = optionParser.getProgramExeArgList(); @@ -139,17 +141,57 @@ public static void main(String[] args) throws Exception { } } + private static void findDefaultConfigDir(Options launcherOptions) { + findDefaultPluginRoot(launcherOptions); + + if (ClusterMode.local.name().equalsIgnoreCase(launcherOptions.getMode())) { + return; + } + + findDefaultFlinkConf(launcherOptions); + findDefaultHadoopConf(launcherOptions); + } + + private static void findDefaultHadoopConf(Options launcherOptions) { + if (StringUtils.isNotEmpty(launcherOptions.getYarnconf())) { + return; + } + + String hadoopHome = getSystemProperty(KEY_HADOOP_HOME); + if (StringUtils.isNotEmpty(hadoopHome)) { + hadoopHome = hadoopHome.trim(); + if (hadoopHome.endsWith(File.separator)) { + hadoopHome = hadoopHome.substring(0, hadoopHome.lastIndexOf(File.separator)); + } + + launcherOptions.setYarnconf(hadoopHome + "/etc/hadoop"); + } + } + + private static void findDefaultFlinkConf(Options launcherOptions) { + if (StringUtils.isNotEmpty(launcherOptions.getFlinkconf()) && StringUtils.isNotEmpty(launcherOptions.getFlinkLibJar())) { + return; + } + + String flinkHome = getSystemProperty(KEY_FLINK_HOME); + if (StringUtils.isNotEmpty(flinkHome)) { + flinkHome = flinkHome.trim(); + if (flinkHome.endsWith(File.separator)){ + flinkHome = flinkHome.substring(0, flinkHome.lastIndexOf(File.separator)); + } + + launcherOptions.setFlinkconf(flinkHome + "/conf"); + launcherOptions.setFlinkLibJar(flinkHome + "/lib"); + } + } + private static void findDefaultPluginRoot(Options launcherOptions) { String pluginRoot = launcherOptions.getPluginRoot(); if (StringUtils.isNotEmpty(pluginRoot)) { return; } - String flinkxHome = System.getenv(KEY_FLINKX_HOME); - if (StringUtils.isEmpty(flinkxHome)) { - flinkxHome = System.getProperty(KEY_FLINKX_HOME); - } - + String flinkxHome = getSystemProperty(KEY_FLINKX_HOME); if (StringUtils.isNotEmpty(flinkxHome)) { flinkxHome = flinkxHome.trim(); if (flinkxHome.endsWith(File.separator)) { @@ -162,6 +204,15 @@ private static void findDefaultPluginRoot(Options launcherOptions) { } } + private static String getSystemProperty(String name) { + String property = System.getenv(name); + if (StringUtils.isEmpty(property)) { + property = System.getProperty(name); + } + + return property; + } + private static String getCoreJarFileName (String pluginRoot) throws FileNotFoundException{ String coreJarFileName = null; File pluginDir = new File(pluginRoot); diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/PluginUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/PluginUtil.java new file mode 100644 index 0000000000..cbba6cd27e --- /dev/null +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/PluginUtil.java @@ -0,0 +1,54 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.launcher; + +import com.google.common.collect.Lists; +import org.apache.commons.lang3.StringUtils; + +import java.io.File; +import java.util.Arrays; +import java.util.List; + +/** + * @author jiangbo + * @date 2020/4/15 + */ +public class PluginUtil { + + public static List getAllPluginPath(String flinkPluginRoot) { + List pluginPaths = Lists.newArrayList(); + if (StringUtils.isNotBlank(flinkPluginRoot)) { + try { + File[] jars = new File(flinkPluginRoot).listFiles(); + if (jars != null) { + pluginPaths.addAll(Arrays.asList(jars)); + } + } catch (Exception e) { + throw new RuntimeException("Get jars from pluginRoot error", e); + } + } + + if (pluginPaths.size() == 0) { + throw new RuntimeException("jars in pluginRoot is null, flinkPluginRoot = " + flinkPluginRoot); + } + + return pluginPaths; + } +} diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java index 1e16bae775..998ee73516 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java @@ -17,9 +17,8 @@ */ package com.dtstack.flinkx.launcher.perjob; +import com.dtstack.flinkx.launcher.PluginUtil; import com.dtstack.flinkx.options.Options; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.google.common.collect.Lists; import org.apache.commons.lang.StringUtils; import org.apache.flink.configuration.Configuration; import org.apache.flink.runtime.security.SecurityConfiguration; @@ -62,7 +61,7 @@ public void init(YarnConfiguration yarnConf, Configuration flinkConfig, Properti yarnClient.init(yarnConf); yarnClient.start(); - System.out.println("----init yarn success ----"); + LOG.info("----init yarn success ----"); } /** @@ -86,6 +85,8 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co confProp.forEach((key, value) -> conf.setString(key.toString(), value.toString())); AbstractYarnClusterDescriptor descriptor = new YarnClusterDescriptor(conf, yarnConf, options.getFlinkconf(), yarnClient, false); + descriptor.setName(options.getJobid()); + List shipFiles = new ArrayList<>(); File[] jars = new File(flinkJarPath).listFiles(); if (jars != null) { @@ -98,10 +99,10 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co } } - if (StringUtils.equalsIgnoreCase(options.getPluginLoadMode(), "shipfile")) { - List files = fillAllPluginPathForYarnSession(options.getPluginRoot()); - shipFiles.addAll(files); - } +// if (StringUtils.equalsIgnoreCase(options.getPluginLoadMode(), "shipfile")) { +// List files = PluginUtil.getAllPluginPath(options.getPluginRoot()); +// shipFiles.addAll(files); +// } if (StringUtils.isNotBlank(options.getQueue())) { descriptor.setQueue(options.getQueue()); @@ -119,22 +120,4 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co descriptor.addShipFiles(shipFiles); return descriptor; } - - private List fillAllPluginPathForYarnSession(String flinkPluginRoot) { - List pluginPaths = Lists.newArrayList(); - //预加载同步插件jar包 - if (org.apache.commons.lang3.StringUtils.isNotBlank(flinkPluginRoot)) { - try { - File[] jars = new File(flinkPluginRoot).listFiles(); - if (jars != null) { - pluginPaths.addAll(Arrays.asList(jars)); - } else { - LOG.warn("jars in flinkPluginRoot is null, flinkPluginRoot = {}", flinkPluginRoot); - } - } catch (Exception e) { - LOG.error("error to load jars in flinkPluginRoot, flinkPluginRoot = {}, e = {}", flinkPluginRoot, ExceptionUtil.getErrorMessage(e)); - } - } - return pluginPaths; - } } \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java index 3119df54ca..d42f744a05 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java @@ -62,6 +62,7 @@ public static String submit(Options options, File jarFile, String[] programArgs) YarnConfiguration yarnConf = StringUtils.isEmpty(options.getYarnconf()) ? new YarnConfiguration() : YarnConfLoader.getYarnConf(options.getYarnconf()); Configuration flinkConfig = StringUtils.isEmpty(options.getFlinkconf()) ? new Configuration() : GlobalConfiguration.loadConfiguration(options.getFlinkconf()); + flinkConfig.setString("classloader.resolve-order", "child-first"); Properties conProp = MapUtil.jsonStrToObject(options.getConfProp(), Properties.class); ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp); @@ -79,8 +80,7 @@ public static String submit(Options options, File jarFile, String[] programArgs) clusterSpecification.setCreateProgramDelay(true); clusterSpecification.setYarnConfiguration(yarnConf); - ClassLoaderType classLoaderType = ClassLoaderType.getByClassMode(options.getPluginLoadMode()); - clusterSpecification.setClassLoaderType(classLoaderType); + clusterSpecification.setClassLoaderType(ClassLoaderType.PARENT_FIRST_CACHE); PerJobClusterClientBuilder perJobClusterClientBuilder = new PerJobClusterClientBuilder(); perJobClusterClientBuilder.init(yarnConf, flinkConfig, conProp); diff --git a/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java b/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java index 5f7e39293a..d8a02e134b 100644 --- a/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java +++ b/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java @@ -189,6 +189,20 @@ public void addShipFiles(List shipFiles) { this.shipFiles.addAll(shipFiles); } + /** + * Sets the user jar which is included in the system classloader of all nodes. + */ + public void setProvidedUserJarFiles(List userJarFiles) { + for (URL jarFile : userJarFiles) { + try { + this.userJarFiles.add(new File(jarFile.toURI())); + } catch (URISyntaxException e) { + throw new IllegalArgumentException("Couldn't add local user jar: " + jarFile + + " Currently only file:/// URLs are supported."); + } + } + } + public void setDynamicPropertiesEncoded(String dynamicPropertiesEncoded) { this.dynamicPropertiesEncoded = dynamicPropertiesEncoded; } diff --git a/pom.xml b/pom.xml index 73ddb257f6..78e34c817b 100644 --- a/pom.xml +++ b/pom.xml @@ -66,7 +66,6 @@ 4.5.3 ${basedir}/dev release_1.8.5 - sh From c5246cb2649c30acebd456826f9272c795ff7e8f Mon Sep 17 00:00:00 2001 From: jiangbo Date: Wed, 15 Apr 2020 17:41:45 +0800 Subject: [PATCH 039/136] add images --- docs/images/quick_1.png | Bin 0 -> 159395 bytes docs/images/quick_2.png | Bin 0 -> 106263 bytes docs/images/quick_3.png | Bin 0 -> 156375 bytes docs/images/quick_4.png | Bin 0 -> 240317 bytes docs/images/quick_5.png | Bin 0 -> 112928 bytes docs/images/quick_6.png | Bin 0 -> 160393 bytes docs/images/quick_7.png | Bin 0 -> 265959 bytes docs/images/quick_8.png | Bin 0 -> 190881 bytes 8 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/images/quick_1.png create mode 100644 docs/images/quick_2.png create mode 100644 docs/images/quick_3.png create mode 100644 docs/images/quick_4.png create mode 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zAj+eGQ-LMC$XZ=q7#lJ$fFpk5>>1;zgIB+)9|14}Qhq*1EJsHfpmtLlydFIuAv0(L z86Ci}8(=vT7Hz@{yYRz4taPiTVU9|IW|fB}ee&9E1i8AA1(TW^W)Xi$r5NX9XO|0i=p`!!HWR=20dE&bmPCKxHW5zr;Wo6R>UK kd%l{)DB}18#&RiL-6}9|=4exV1^82xSCuQ4eHHk>09z#yu>b%7 literal 0 HcmV?d00001 From 5ba2e9649bb79a9bd37f8e0883284640f6fd681a Mon Sep 17 00:00:00 2001 From: jiangbo Date: Thu, 16 Apr 2020 19:29:37 +0800 Subject: [PATCH 040/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8DRDB=E5=88=86=E7=89=87?= =?UTF-8?q?=E8=AF=BB=E5=8F=96bug?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../main/java/com/dtstack/flinkx/reader/BaseDataReader.java | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java index 6b1c67bb71..f00482eb59 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java @@ -89,7 +89,8 @@ public void setSrcCols(List srcCols) { protected BaseDataReader(DataTransferConfig config, StreamExecutionEnvironment env) { this.env = env; - this.numPartitions = config.getJob().getSetting().getSpeed().getChannel(); + this.numPartitions = Math.max(config.getJob().getSetting().getSpeed().getChannel(), + config.getJob().getSetting().getSpeed().getReaderChannel()); this.bytes = config.getJob().getSetting().getSpeed().getBytes(); this.monitorUrls = config.getMonitorUrls(); this.restoreConfig = config.getJob().getSetting().getRestoreConfig(); From 69ac8b3c50f95f22974f66869308d93701ef7c6d Mon Sep 17 00:00:00 2001 From: jiangbo Date: Sat, 18 Apr 2020 16:47:31 +0800 Subject: [PATCH 041/136] =?UTF-8?q?1.ftp=E8=AF=BB=E5=8F=96=E9=97=AE?= =?UTF-8?q?=E9=A2=98=EF=BC=9B2.hdfs=E8=AF=BB=E5=8F=96=E6=96=87=E4=BB=B6?= =?UTF-8?q?=E8=BF=87=E6=BB=A4=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../main/java/com/dtstack/flinkx/ftp/EProtocol.java | 12 +++++++++++- .../main/java/com/dtstack/flinkx/ftp/FtpConfig.java | 5 +++-- .../com/dtstack/flinkx/ftp/FtpHandlerFactory.java | 2 +- .../dtstack/flinkx/ftp/reader/FtpInputFormat.java | 3 ++- .../flinkx/ftp/reader/FtpInputFormatBuilder.java | 5 +++++ .../flinkx/hdfs/reader/BaseHdfsInputFormat.java | 1 + .../dtstack/flinkx/hdfs/reader/HdfsPathFilter.java | 13 +++++++++++++ .../flinkx/hdfs/reader/HdfsTextInputFormat.java | 4 ++-- 8 files changed, 38 insertions(+), 7 deletions(-) diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/EProtocol.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/EProtocol.java index 60d2fd8861..2cad866aba 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/EProtocol.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/EProtocol.java @@ -14,5 +14,15 @@ public enum EProtocol { /** * 安全的FTP协议 */ - SFTP + SFTP; + + public static EProtocol getByName(String name) { + for (EProtocol value : EProtocol.values()) { + if (value.name().equalsIgnoreCase(name)) { + return value; + } + } + + return SFTP; + } } diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java index 23aea95dc2..fc58ca41e7 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java @@ -20,6 +20,7 @@ package com.dtstack.flinkx.ftp; import org.codehaus.jackson.annotate.JsonIgnoreProperties; +import org.codehaus.jackson.annotate.JsonProperty; import java.io.Serializable; @@ -42,11 +43,11 @@ public class FtpConfig implements Serializable { public String fieldDelimiter = FtpConfigConstants.DEFAULT_FIELD_DELIMITER; - public String path = "/"; + public String path; public String encoding = "UTF-8"; - public String connectPattern = FtpConfigConstants.STANDARD_FTP_PROTOCOL; + public String connectPattern = FtpConfigConstants.DEFAULT_FTP_CONNECT_PATTERN; public String host; diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java index 3a04f98a63..cc83e0343a 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java @@ -28,7 +28,7 @@ public class FtpHandlerFactory { public static IFtpHandler createFtpHandler(String protocolStr){ IFtpHandler ftpHandler; - EProtocol protocol = EProtocol.valueOf(protocolStr); + EProtocol protocol = EProtocol.getByName(protocolStr); if(EProtocol.SFTP.equals(protocol)) { ftpHandler = new SftpHandler(); } else { diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java index 242ae70c3a..6f0f4471d3 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java @@ -23,6 +23,7 @@ import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.StringUtil; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; import java.io.IOException; @@ -73,7 +74,7 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) throws Exception String path = ftpConfig.getPath(); if(path != null && path.length() > 0){ path = path.replace("\n","").replace("\r",""); - String[] pathArray = path.split(","); + String[] pathArray = StringUtils.split(path, ","); for (String p : pathArray) { files.addAll(ftpHandler.getFiles(p.trim())); } diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormatBuilder.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormatBuilder.java index db022437a1..c4f8508343 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormatBuilder.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormatBuilder.java @@ -3,6 +3,7 @@ import com.dtstack.flinkx.ftp.FtpConfig; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.reader.MetaColumn; +import org.apache.commons.lang3.StringUtils; import java.util.List; @@ -30,5 +31,9 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + if (StringUtils.isEmpty(format.ftpConfig.getPath())) { + throw new IllegalArgumentException("The property [path] cannot be empty or null"); + } } } diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java index cb27045589..69213c0468 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java @@ -74,6 +74,7 @@ public void openInputFormat() throws IOException { protected JobConf buildConfig() { JobConf conf = FileSystemUtil.getJobConf(hadoopConfig, defaultFs); conf.set(HdfsPathFilter.KEY_REGEX, filterRegex); + conf.set(HdfsPathFilter.KEY_PATH, inputPath); FileSystemUtil.setHadoopUserName(conf); return conf; } diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsPathFilter.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsPathFilter.java index ae208b9a6e..e6434a3b26 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsPathFilter.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsPathFilter.java @@ -37,9 +37,12 @@ public class HdfsPathFilter implements HdfsConfigurablePathFilter { private String regex; + private String parentPath; + private static final String DEFAULT_REGEX = ".*"; public static final String KEY_REGEX = "file.path.regexFilter"; + public static final String KEY_PATH = "file.path"; private static final PathFilter HIDDEN_FILE_FILTER = p -> { String name = p.getName(); @@ -65,12 +68,22 @@ public boolean accept(Path path) { return false; } + if (path.toUri().getPath().equals(parentPath)) { + return true; + } + return PATTERN.matcher(path.getName()).matches(); } @Override public void configure(JobConf jobConf) { this.regex = jobConf.get(KEY_REGEX); + + String path = jobConf.get(KEY_PATH); + if (StringUtils.isNotEmpty(path)) { + this.parentPath = new Path(path).toUri().getPath(); + } + compileRegex(); } } diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java index fadd17430d..898fcf0895 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java @@ -65,8 +65,8 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOExcepti throw new IOException(e); } - JobConf jobConf = FileSystemUtil.getJobConf(hadoopConfig, defaultFs); - org.apache.hadoop.mapred.FileInputFormat.setInputPathFilter(buildConfig(), HdfsPathFilter.class); + JobConf jobConf = buildConfig(); + org.apache.hadoop.mapred.FileInputFormat.setInputPathFilter(jobConf, HdfsPathFilter.class); org.apache.hadoop.mapred.FileInputFormat.setInputPaths(jobConf, inputPath); TextInputFormat inputFormat = new TextInputFormat(); From 4f8832afb558418576bc025045feff06339fbbac Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 24 Apr 2020 00:17:29 +0800 Subject: [PATCH 042/136] flink 1.10 --- flinkx-core/pom.xml | 1 + .../api/java/MyLocalStreamEnvironment.java | 7 +- .../main/java/com/dtstack/flinkx/Main.java | 20 +- .../com/dtstack/flinkx/enums/ClusterMode.java | 27 +- .../metrics/CustomPrometheusReporter.java | 4 +- .../com/dtstack/flinkx/options/Options.java | 53 +- .../StreamExecutionEnvironment.java | 1822 ----------------- .../flinkx/launcher/ClusterClientFactory.java | 62 +- .../com/dtstack/flinkx/launcher/Launcher.java | 161 +- .../FlinkPerJobResourceUtil.java | 13 +- .../PerJobClusterClientBuilder.java | 58 +- .../launcher/perJob/PerJobSubmitter.java | 62 + .../launcher/perjob/PerJobSubmitter.java | 94 - .../deployment/ClusterSpecification.java | 259 --- .../flink/client/program/JobWithJars.java | 161 -- .../flink/client/program/PackagedProgram.java | 773 ------- .../yarn/AbstractYarnClusterDescriptor.java | 1766 ---------------- pom.xml | 17 +- 18 files changed, 300 insertions(+), 5060 deletions(-) delete mode 100644 flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java rename flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/{perjob => perJob}/FlinkPerJobResourceUtil.java (87%) rename flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/{perjob => perJob}/PerJobClusterClientBuilder.java (66%) create mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java delete mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java delete mode 100644 flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java delete mode 100644 flinkx-launcher/src/main/java/org/apache/flink/client/program/JobWithJars.java delete mode 100644 flinkx-launcher/src/main/java/org/apache/flink/client/program/PackagedProgram.java delete mode 100644 flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 223aae3824..f859484e6f 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -200,6 +200,7 @@ org.slf4j:* org.apache.httpcomponents:* io.prometheus:* + commons-*:* diff --git a/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java b/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java index 56fb01de1c..226757fa10 100644 --- a/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java +++ b/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java @@ -22,7 +22,6 @@ import org.apache.flink.api.common.InvalidProgramException; import org.apache.flink.api.common.JobExecutionResult; import org.apache.flink.api.java.ExecutionEnvironment; -import org.apache.flink.configuration.ConfigConstants; import org.apache.flink.configuration.Configuration; import org.apache.flink.configuration.RestOptions; import org.apache.flink.configuration.TaskManagerOptions; @@ -96,6 +95,7 @@ public MyLocalStreamEnvironment(@Nonnull Configuration configuration) { setParallelism(1); } + @Override protected Configuration getConfiguration() { return configuration; } @@ -116,7 +116,6 @@ public JobExecutionResult execute(String jobName) throws Exception { JobGraph jobGraph = streamGraph.getJobGraph(); jobGraph.setClasspaths(classpaths); - jobGraph.setAllowQueuedScheduling(true); if (settings != null){ jobGraph.setSavepointRestoreSettings(settings); @@ -124,8 +123,8 @@ public JobExecutionResult execute(String jobName) throws Exception { Configuration configuration = new Configuration(); configuration.addAll(jobGraph.getJobConfiguration()); - configuration.setString(TaskManagerOptions.MANAGED_MEMORY_SIZE, "0"); - configuration.setInteger(TaskManagerOptions.NUM_TASK_SLOTS.key(), jobGraph.getMaximumParallelism()); + configuration.setString(TaskManagerOptions.MANAGED_MEMORY_SIZE.key(), "512M"); + configuration.setInteger(TaskManagerOptions.NUM_TASK_SLOTS, jobGraph.getMaximumParallelism()); // add (and override) the settings with what the user defined configuration.addAll(this.configuration); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index 47e20d2b28..95fab3010b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -15,16 +15,11 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package com.dtstack.flinkx; import com.dtstack.flink.api.java.MyLocalStreamEnvironment; import com.dtstack.flinkx.classloader.ClassLoaderManager; -import com.dtstack.flinkx.config.ContentConfig; -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.SpeedConfig; -import com.dtstack.flinkx.config.RestartConfig; -import com.dtstack.flinkx.config.TestConfig; +import com.dtstack.flinkx.config.*; import com.dtstack.flinkx.constants.ConfigConstant; import com.dtstack.flinkx.options.OptionParser; import com.dtstack.flinkx.reader.BaseDataReader; @@ -38,7 +33,6 @@ import org.apache.flink.api.common.JobExecutionResult; import org.apache.flink.api.common.restartstrategy.RestartStrategies; import org.apache.flink.api.common.time.Time; -import org.apache.flink.client.program.ContextEnvironment; import org.apache.flink.configuration.Configuration; import org.apache.flink.configuration.GlobalConfiguration; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; @@ -46,16 +40,17 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSource; import org.apache.flink.streaming.api.environment.CheckpointConfig; -import org.apache.flink.streaming.api.environment.StreamContextEnvironment; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; import org.slf4j.Logger; import org.slf4j.LoggerFactory; -import java.lang.reflect.Field; import java.net.URL; import java.net.URLDecoder; -import java.util.*; +import java.util.ArrayList; +import java.util.Map; +import java.util.Properties; +import java.util.Set; import java.util.concurrent.TimeUnit; /** @@ -205,7 +200,8 @@ private static void addEnvClassPath(StreamExecutionEnvironment env, Set cla if(env instanceof MyLocalStreamEnvironment){ ((MyLocalStreamEnvironment) env).setClasspaths(new ArrayList<>(classPathSet)); - } else if(env instanceof StreamContextEnvironment){ + } + /* else if(env instanceof StreamContextEnvironment){ Field field = env.getClass().getDeclaredField("ctx"); field.setAccessible(true); ContextEnvironment contextEnvironment= (ContextEnvironment) field.get(env); @@ -220,7 +216,7 @@ private static void addEnvClassPath(StreamExecutionEnvironment env, Set cla contextEnvironment.getClasspaths().add(url); } } - } + }*/ } private static Properties parseConf(String confStr) throws Exception{ diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ClusterMode.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ClusterMode.java index a12446768c..994c415f9a 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ClusterMode.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ClusterMode.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.enums; +import org.apache.commons.lang3.StringUtils; + /** * This class defines three running mode of FlinkX * @@ -29,27 +31,42 @@ public enum ClusterMode { /** * 本地模式运行 */ - local(0), + local(0 , "local"), /** * flink集群 standalone模式 */ - standalone(1), + standalone(1, "standalone"), /** * 在已经启动在yarn上的flink session里上运行 */ - yarn(2), + yarn(2, "yarn"), /** * 在yarn上单独启动flink session运行 */ - yarnPer(3); + yarnPer(3, "yarnPer"); private int type; - ClusterMode(int type){ + private String name; + + ClusterMode(int type, String name){ this.type = type; + this.name = name; + } + + public static ClusterMode getByName(String name){ + if(StringUtils.isBlank(name)){ + throw new IllegalArgumentException("ClusterMode name cannot be null or empty"); + } + switch (name){ + case "standalone": return standalone; + case "yarn": return yarn; + case "yarnPer": return yarnPer; + default: return local; + } } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java index 3735cc7c64..ae03b6d4af 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java @@ -31,6 +31,7 @@ import org.apache.flink.runtime.execution.Environment; import org.apache.flink.runtime.metrics.groups.AbstractMetricGroup; import org.apache.flink.runtime.metrics.groups.FrontMetricGroup; +import org.apache.flink.runtime.metrics.groups.ReporterScopedSettings; import org.apache.flink.streaming.api.operators.StreamingRuntimeContext; import org.apache.flink.util.AbstractID; import org.apache.flink.util.StringUtils; @@ -137,7 +138,8 @@ public void open() { public void registerMetric(Accumulator accumulator, String name) { name = Metrics.METRIC_GROUP_KEY_FLINKX + "_" + name; - FrontMetricGroup front = new FrontMetricGroup>(0, (AbstractMetricGroup)context.getMetricGroup()); + ReporterScopedSettings reporterScopedSettings = new ReporterScopedSettings(0, ',', null); + FrontMetricGroup front = new FrontMetricGroup>(reporterScopedSettings, (AbstractMetricGroup)context.getMetricGroup()); notifyOfAddedMetric(new SimpleAccumulatorGauge<>(accumulator), name, front); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index 9b57f5583b..92c8a4db27 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -19,6 +19,12 @@ package com.dtstack.flinkx.options; import com.dtstack.flinkx.enums.ClusterMode; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.configuration.ConfigConstants; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.CoreOptions; +import org.apache.flink.configuration.GlobalConfiguration; +import org.apache.flink.yarn.configuration.YarnConfigOptions; /** * This class define commandline options for the Launcher program @@ -64,9 +70,6 @@ public class Options { @OptionRequired(description = "env properties") private String confProp = "{}"; - /** - * savepoint - */ @OptionRequired(description = "savepoint path") private String s; @@ -76,6 +79,29 @@ public class Options { @OptionRequired(description = "applicationId on yarn cluster") private String appId; + private Configuration flinkConfiguration = null; + + public Configuration loadFlinkConfiguration() { + if(flinkConfiguration == null){ + flinkConfiguration = StringUtils.isEmpty(flinkconf) ? new Configuration() : GlobalConfiguration.loadConfiguration(flinkconf); + if (StringUtils.isNotBlank(queue)) { + flinkConfiguration.setString(YarnConfigOptions.APPLICATION_QUEUE, queue); + } + if (StringUtils.isNotBlank(jobid)) { + flinkConfiguration.setString(YarnConfigOptions.APPLICATION_NAME, jobid); + } + if(StringUtils.isNotBlank(yarnconf)){ + flinkConfiguration.setString(ConfigConstants.PATH_HADOOP_CONFIG, yarnconf); + } + if("classpath".equalsIgnoreCase(pluginLoadMode)){ + flinkConfiguration.setString(CoreOptions.CLASSLOADER_RESOLVE_ORDER, "child-first"); + }else{ + flinkConfiguration.setString(CoreOptions.CLASSLOADER_RESOLVE_ORDER, "parent-first"); + } + } + return flinkConfiguration; + } + public String getAppId() { return appId; } @@ -195,4 +221,25 @@ public String getPluginLoadMode() { public void setPluginLoadMode(String pluginLoadMode) { this.pluginLoadMode = pluginLoadMode; } + + @Override + public String toString() { + return "Options{" + + "mode='" + mode + '\'' + + ", job='" + job + '\'' + + ", monitor='" + monitor + '\'' + + ", jobid='" + jobid + '\'' + + ", flinkconf='" + flinkconf + '\'' + + ", pluginRoot='" + pluginRoot + '\'' + + ", yarnconf='" + yarnconf + '\'' + + ", parallelism='" + parallelism + '\'' + + ", priority='" + priority + '\'' + + ", queue='" + queue + '\'' + + ", flinkLibJar='" + flinkLibJar + '\'' + + ", confProp='" + confProp + '\'' + + ", s='" + s + '\'' + + ", pluginLoadMode='" + pluginLoadMode + '\'' + + ", appId='" + appId + '\'' + + '}'; + } } diff --git a/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java b/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java deleted file mode 100644 index e331b3e672..0000000000 --- a/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java +++ /dev/null @@ -1,1822 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one or more - * contributor license agreements. See the NOTICE file distributed with - * this work for additional information regarding copyright ownership. - * The ASF licenses this file to You under the Apache License, Version 2.0 - * (the "License"); you may not use this file except in compliance with - * the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.streaming.api.environment; - -import org.apache.flink.annotation.Internal; -import org.apache.flink.annotation.Public; -import org.apache.flink.annotation.PublicEvolving; -import org.apache.flink.api.common.ExecutionConfig; -import org.apache.flink.api.common.InvalidProgramException; -import org.apache.flink.api.common.JobExecutionResult; -import org.apache.flink.api.common.cache.DistributedCache; -import org.apache.flink.api.common.functions.InvalidTypesException; -import org.apache.flink.api.common.functions.StoppableFunction; -import org.apache.flink.api.common.io.FileInputFormat; -import org.apache.flink.api.common.io.FilePathFilter; -import org.apache.flink.api.common.io.InputFormat; -import org.apache.flink.api.common.restartstrategy.RestartStrategies; -import org.apache.flink.api.common.time.Time; -import org.apache.flink.api.common.typeinfo.BasicTypeInfo; -import org.apache.flink.api.common.typeinfo.TypeInformation; -import org.apache.flink.api.java.ClosureCleaner; -import org.apache.flink.api.java.ExecutionEnvironment; -import org.apache.flink.api.java.io.TextInputFormat; -import org.apache.flink.api.java.tuple.Tuple2; -import org.apache.flink.api.java.tuple.Tuple3; -import org.apache.flink.api.java.typeutils.MissingTypeInfo; -import org.apache.flink.api.java.typeutils.PojoTypeInfo; -import org.apache.flink.api.java.typeutils.ResultTypeQueryable; -import org.apache.flink.api.java.typeutils.TypeExtractor; -import org.apache.flink.client.program.ContextEnvironment; -import org.apache.flink.client.program.OptimizerPlanEnvironment; -import org.apache.flink.client.program.PreviewPlanEnvironment; -import org.apache.flink.configuration.ConfigConstants; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.RestOptions; -import org.apache.flink.core.fs.Path; -import org.apache.flink.runtime.state.AbstractStateBackend; -import org.apache.flink.runtime.state.KeyGroupRangeAssignment; -import org.apache.flink.runtime.state.StateBackend; -import org.apache.flink.streaming.api.CheckpointingMode; -import org.apache.flink.streaming.api.TimeCharacteristic; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.streaming.api.datastream.DataStreamSource; -import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator; -import org.apache.flink.streaming.api.functions.source.*; -import org.apache.flink.streaming.api.graph.StreamGraph; -import org.apache.flink.streaming.api.graph.StreamGraphGenerator; -import org.apache.flink.streaming.api.operators.StoppableStreamSource; -import org.apache.flink.streaming.api.operators.StreamSource; -import org.apache.flink.streaming.api.transformations.StreamTransformation; -import org.apache.flink.util.Preconditions; -import org.apache.flink.util.SplittableIterator; -import org.apache.flink.util.StringUtils; - -import com.esotericsoftware.kryo.Serializer; - -import java.io.IOException; -import java.io.Serializable; -import java.util.ArrayList; -import java.util.Arrays; -import java.util.Collection; -import java.util.Iterator; -import java.util.List; - -import static org.apache.flink.util.Preconditions.checkNotNull; - -/** - * The StreamExecutionEnvironment is the context in which a streaming program is executed. A - * {@link LocalStreamEnvironment} will cause execution in the current JVM, a - * {@link RemoteStreamEnvironment} will cause execution on a remote setup. - * - *

The environment provides methods to control the job execution (such as setting the parallelism - * or the fault tolerance/checkpointing parameters) and to interact with the outside world (data access). - * - * @see org.apache.flink.streaming.api.environment.LocalStreamEnvironment - * @see org.apache.flink.streaming.api.environment.RemoteStreamEnvironment - */ -@Public -public abstract class StreamExecutionEnvironment { - - /** The default name to use for a streaming job if no other name has been specified. */ - public static final String DEFAULT_JOB_NAME = "Flink Streaming Job"; - - /** The time characteristic that is used if none other is set. */ - private static final TimeCharacteristic DEFAULT_TIME_CHARACTERISTIC = TimeCharacteristic.ProcessingTime; - - /** The default buffer timeout (max delay of records in the network stack). */ - private static final long DEFAULT_NETWORK_BUFFER_TIMEOUT = 100L; - - /** - * The environment of the context (local by default, cluster if invoked through command line). - */ - private static ThreadLocal contextEnvironmentFactory = new ThreadLocal<>(); - - /** The default parallelism used when creating a local environment. */ - private static int defaultLocalParallelism = Runtime.getRuntime().availableProcessors(); - - // ------------------------------------------------------------------------ - - /** The execution configuration for this environment. */ - private final ExecutionConfig config = new ExecutionConfig(); - - /** Settings that control the checkpointing behavior. */ - private final CheckpointConfig checkpointCfg = new CheckpointConfig(); - - protected final List> transformations = new ArrayList<>(); - - private long bufferTimeout = DEFAULT_NETWORK_BUFFER_TIMEOUT; - - protected boolean isChainingEnabled = true; - - /** The state backend used for storing k/v state and state snapshots. */ - private StateBackend defaultStateBackend; - - /** The time characteristic used by the data streams. */ - private TimeCharacteristic timeCharacteristic = DEFAULT_TIME_CHARACTERISTIC; - - protected final List> cacheFile = new ArrayList<>(); - - - // -------------------------------------------------------------------------------------------- - // Constructor and Properties - // -------------------------------------------------------------------------------------------- - - /** - * Gets the config object. - */ - public ExecutionConfig getConfig() { - return config; - } - - /** - * Get the list of cached files that were registered for distribution among the task managers. - */ - public List> getCachedFiles() { - return cacheFile; - } - - /** - * Sets the parallelism for operations executed through this environment. - * Setting a parallelism of x here will cause all operators (such as map, - * batchReduce) to run with x parallel instances. This method overrides the - * default parallelism for this environment. The - * {@link LocalStreamEnvironment} uses by default a value equal to the - * number of hardware contexts (CPU cores / threads). When executing the - * program via the command line client from a JAR file, the default degree - * of parallelism is the one configured for that setup. - * - * @param parallelism The parallelism - */ - public StreamExecutionEnvironment setParallelism(int parallelism) { - config.setParallelism(parallelism); - return this; - } - - /** - * Sets the maximum degree of parallelism defined for the program. The upper limit (inclusive) - * is Short.MAX_VALUE. - * - *

The maximum degree of parallelism specifies the upper limit for dynamic scaling. It also - * defines the number of key groups used for partitioned state. - * - * @param maxParallelism Maximum degree of parallelism to be used for the program., - * with 0 < maxParallelism <= 2^15 - 1 - */ - public StreamExecutionEnvironment setMaxParallelism(int maxParallelism) { - Preconditions.checkArgument(maxParallelism > 0 && - maxParallelism <= KeyGroupRangeAssignment.UPPER_BOUND_MAX_PARALLELISM, - "maxParallelism is out of bounds 0 < maxParallelism <= " + - KeyGroupRangeAssignment.UPPER_BOUND_MAX_PARALLELISM + ". Found: " + maxParallelism); - - config.setMaxParallelism(maxParallelism); - return this; - } - - /** - * Gets the parallelism with which operation are executed by default. - * Operations can individually override this value to use a specific - * parallelism. - * - * @return The parallelism used by operations, unless they override that - * value. - */ - public int getParallelism() { - return config.getParallelism(); - } - - /** - * Gets the maximum degree of parallelism defined for the program. - * - *

The maximum degree of parallelism specifies the upper limit for dynamic scaling. It also - * defines the number of key groups used for partitioned state. - * - * @return Maximum degree of parallelism - */ - public int getMaxParallelism() { - return config.getMaxParallelism(); - } - - /** - * Sets the maximum time frequency (milliseconds) for the flushing of the - * output buffers. By default the output buffers flush frequently to provide - * low latency and to aid smooth developer experience. Setting the parameter - * can result in three logical modes: - * - *

- * - * @param timeoutMillis - * The maximum time between two output flushes. - */ - public StreamExecutionEnvironment setBufferTimeout(long timeoutMillis) { - if (timeoutMillis < -1) { - throw new IllegalArgumentException("Timeout of buffer must be non-negative or -1"); - } - - this.bufferTimeout = timeoutMillis; - return this; - } - - /** - * Gets the maximum time frequency (milliseconds) for the flushing of the - * output buffers. For clarification on the extremal values see - * {@link #setBufferTimeout(long)}. - * - * @return The timeout of the buffer. - */ - public long getBufferTimeout() { - return this.bufferTimeout; - } - - /** - * Disables operator chaining for streaming operators. Operator chaining - * allows non-shuffle operations to be co-located in the same thread fully - * avoiding serialization and de-serialization. - * - * @return StreamExecutionEnvironment with chaining disabled. - */ - @PublicEvolving - public StreamExecutionEnvironment disableOperatorChaining() { - this.isChainingEnabled = false; - return this; - } - - /** - * Returns whether operator chaining is enabled. - * - * @return {@code true} if chaining is enabled, false otherwise. - */ - @PublicEvolving - public boolean isChainingEnabled() { - return isChainingEnabled; - } - - // ------------------------------------------------------------------------ - // Checkpointing Settings - // ------------------------------------------------------------------------ - - /** - * Gets the checkpoint config, which defines values like checkpoint interval, delay between - * checkpoints, etc. - * - * @return The checkpoint config. - */ - public CheckpointConfig getCheckpointConfig() { - return checkpointCfg; - } - - /** - * Enables checkpointing for the streaming job. The distributed state of the streaming - * dataflow will be periodically snapshotted. In case of a failure, the streaming - * dataflow will be restarted from the latest completed checkpoint. This method selects - * {@link CheckpointingMode#EXACTLY_ONCE} guarantees. - * - *

The job draws checkpoints periodically, in the given interval. The state will be - * stored in the configured state backend. - * - *

NOTE: Checkpointing iterative streaming dataflows in not properly supported at - * the moment. For that reason, iterative jobs will not be started if used - * with enabled checkpointing. To override this mechanism, use the - * {@link #enableCheckpointing(long, CheckpointingMode, boolean)} method. - * - * @param interval Time interval between state checkpoints in milliseconds. - */ - public StreamExecutionEnvironment enableCheckpointing(long interval) { - checkpointCfg.setCheckpointInterval(interval); - return this; - } - - /** - * Enables checkpointing for the streaming job. The distributed state of the streaming - * dataflow will be periodically snapshotted. In case of a failure, the streaming - * dataflow will be restarted from the latest completed checkpoint. - * - *

The job draws checkpoints periodically, in the given interval. The system uses the - * given {@link CheckpointingMode} for the checkpointing ("exactly once" vs "at least once"). - * The state will be stored in the configured state backend. - * - *

NOTE: Checkpointing iterative streaming dataflows in not properly supported at - * the moment. For that reason, iterative jobs will not be started if used - * with enabled checkpointing. To override this mechanism, use the - * {@link #enableCheckpointing(long, CheckpointingMode, boolean)} method. - * - * @param interval - * Time interval between state checkpoints in milliseconds. - * @param mode - * The checkpointing mode, selecting between "exactly once" and "at least once" guaranteed. - */ - public StreamExecutionEnvironment enableCheckpointing(long interval, CheckpointingMode mode) { - checkpointCfg.setCheckpointingMode(mode); - checkpointCfg.setCheckpointInterval(interval); - return this; - } - - /** - * Enables checkpointing for the streaming job. The distributed state of the streaming - * dataflow will be periodically snapshotted. In case of a failure, the streaming - * dataflow will be restarted from the latest completed checkpoint. - * - *

The job draws checkpoints periodically, in the given interval. The state will be - * stored in the configured state backend. - * - *

NOTE: Checkpointing iterative streaming dataflows in not properly supported at - * the moment. If the "force" parameter is set to true, the system will execute the - * job nonetheless. - * - * @param interval - * Time interval between state checkpoints in millis. - * @param mode - * The checkpointing mode, selecting between "exactly once" and "at least once" guaranteed. - * @param force - * If true checkpointing will be enabled for iterative jobs as well. - * - * @deprecated Use {@link #enableCheckpointing(long, CheckpointingMode)} instead. - * Forcing checkpoints will be removed in the future. - */ - @Deprecated - @SuppressWarnings("deprecation") - @PublicEvolving - public StreamExecutionEnvironment enableCheckpointing(long interval, CheckpointingMode mode, boolean force) { - checkpointCfg.setCheckpointingMode(mode); - checkpointCfg.setCheckpointInterval(interval); - checkpointCfg.setForceCheckpointing(force); - return this; - } - - /** - * Enables checkpointing for the streaming job. The distributed state of the streaming - * dataflow will be periodically snapshotted. In case of a failure, the streaming - * dataflow will be restarted from the latest completed checkpoint. This method selects - * {@link CheckpointingMode#EXACTLY_ONCE} guarantees. - * - *

The job draws checkpoints periodically, in the default interval. The state will be - * stored in the configured state backend. - * - *

NOTE: Checkpointing iterative streaming dataflows in not properly supported at - * the moment. For that reason, iterative jobs will not be started if used - * with enabled checkpointing. To override this mechanism, use the - * {@link #enableCheckpointing(long, CheckpointingMode, boolean)} method. - * - * @deprecated Use {@link #enableCheckpointing(long)} instead. - */ - @Deprecated - @PublicEvolving - public StreamExecutionEnvironment enableCheckpointing() { - checkpointCfg.setCheckpointInterval(500); - return this; - } - - /** - * Returns the checkpointing interval or -1 if checkpointing is disabled. - * - *

Shorthand for {@code getCheckpointConfig().getCheckpointInterval()}. - * - * @return The checkpointing interval or -1 - */ - public long getCheckpointInterval() { - return checkpointCfg.getCheckpointInterval(); - } - - /** - * Returns whether checkpointing is force-enabled. - * - * @deprecated Forcing checkpoints will be removed in future version. - */ - @Deprecated - @SuppressWarnings("deprecation") - @PublicEvolving - public boolean isForceCheckpointing() { - return checkpointCfg.isForceCheckpointing(); - } - - /** - * Returns the checkpointing mode (exactly-once vs. at-least-once). - * - *

Shorthand for {@code getCheckpointConfig().getCheckpointingMode()}. - * - * @return The checkpoint mode - */ - public CheckpointingMode getCheckpointingMode() { - return checkpointCfg.getCheckpointingMode(); - } - - /** - * Sets the state backend that describes how to store and checkpoint operator state. It defines - * both which data structures hold state during execution (for example hash tables, RockDB, - * or other data stores) as well as where checkpointed data will be persisted. - * - *

State managed by the state backend includes both keyed state that is accessible on - * {@link org.apache.flink.streaming.api.datastream.KeyedStream keyed streams}, as well as - * state maintained directly by the user code that implements - * {@link org.apache.flink.streaming.api.checkpoint.CheckpointedFunction CheckpointedFunction}. - * - *

The {@link org.apache.flink.runtime.state.memory.MemoryStateBackend} for example - * maintains the state in heap memory, as objects. It is lightweight without extra dependencies, - * but can checkpoint only small states (some counters). - * - *

In contrast, the {@link org.apache.flink.runtime.state.filesystem.FsStateBackend} - * stores checkpoints of the state (also maintained as heap objects) in files. When using a replicated - * file system (like HDFS, S3, MapR FS, Alluxio, etc) this will guarantee that state is not lost upon - * failures of individual nodes and that streaming program can be executed highly available and strongly - * consistent (assuming that Flink is run in high-availability mode). - * - * @return This StreamExecutionEnvironment itself, to allow chaining of function calls. - * - * @see #getStateBackend() - */ - @PublicEvolving - public StreamExecutionEnvironment setStateBackend(StateBackend backend) { - this.defaultStateBackend = Preconditions.checkNotNull(backend); - return this; - } - - /** - * @deprecated Use {@link #setStateBackend(StateBackend)} instead. - */ - @Deprecated - @PublicEvolving - public StreamExecutionEnvironment setStateBackend(AbstractStateBackend backend) { - this.defaultStateBackend = Preconditions.checkNotNull(backend); - return this; - } - - /** - * Gets the state backend that defines how to store and checkpoint state. - * - * @see #setStateBackend(StateBackend) - */ - @PublicEvolving - public StateBackend getStateBackend() { - return defaultStateBackend; - } - - /** - * Sets the restart strategy configuration. The configuration specifies which restart strategy - * will be used for the execution graph in case of a restart. - * - * @param restartStrategyConfiguration Restart strategy configuration to be set - */ - @PublicEvolving - public void setRestartStrategy(RestartStrategies.RestartStrategyConfiguration restartStrategyConfiguration) { - config.setRestartStrategy(restartStrategyConfiguration); - } - - /** - * Returns the specified restart strategy configuration. - * - * @return The restart strategy configuration to be used - */ - @PublicEvolving - public RestartStrategies.RestartStrategyConfiguration getRestartStrategy() { - return config.getRestartStrategy(); - } - - /** - * Sets the number of times that failed tasks are re-executed. A value of - * zero effectively disables fault tolerance. A value of {@code -1} - * indicates that the system default value (as defined in the configuration) - * should be used. - * - * @param numberOfExecutionRetries - * The number of times the system will try to re-execute failed tasks. - * - * @deprecated This method will be replaced by {@link #setRestartStrategy}. The - * {@link RestartStrategies#fixedDelayRestart(int, Time)} contains the number of - * execution retries. - */ - @Deprecated - @PublicEvolving - public void setNumberOfExecutionRetries(int numberOfExecutionRetries) { - config.setNumberOfExecutionRetries(numberOfExecutionRetries); - } - - /** - * Gets the number of times the system will try to re-execute failed tasks. - * A value of {@code -1} indicates that the system default value (as defined - * in the configuration) should be used. - * - * @return The number of times the system will try to re-execute failed tasks. - * - * @deprecated This method will be replaced by {@link #getRestartStrategy}. - */ - @Deprecated - @PublicEvolving - public int getNumberOfExecutionRetries() { - return config.getNumberOfExecutionRetries(); - } - - // -------------------------------------------------------------------------------------------- - // Registry for types and serializers - // -------------------------------------------------------------------------------------------- - - /** - * Adds a new Kryo default serializer to the Runtime. - * - *

Note that the serializer instance must be serializable (as defined by - * java.io.Serializable), because it may be distributed to the worker nodes - * by java serialization. - * - * @param type - * The class of the types serialized with the given serializer. - * @param serializer - * The serializer to use. - */ - public & Serializable>void addDefaultKryoSerializer(Class type, T serializer) { - config.addDefaultKryoSerializer(type, serializer); - } - - /** - * Adds a new Kryo default serializer to the Runtime. - * - * @param type - * The class of the types serialized with the given serializer. - * @param serializerClass - * The class of the serializer to use. - */ - public void addDefaultKryoSerializer(Class type, Class> serializerClass) { - config.addDefaultKryoSerializer(type, serializerClass); - } - - /** - * Registers the given type with a Kryo Serializer. - * - *

Note that the serializer instance must be serializable (as defined by - * java.io.Serializable), because it may be distributed to the worker nodes - * by java serialization. - * - * @param type - * The class of the types serialized with the given serializer. - * @param serializer - * The serializer to use. - */ - public & Serializable>void registerTypeWithKryoSerializer(Class type, T serializer) { - config.registerTypeWithKryoSerializer(type, serializer); - } - - /** - * Registers the given Serializer via its class as a serializer for the - * given type at the KryoSerializer. - * - * @param type - * The class of the types serialized with the given serializer. - * @param serializerClass - * The class of the serializer to use. - */ - @SuppressWarnings("rawtypes") - public void registerTypeWithKryoSerializer(Class type, Class serializerClass) { - config.registerTypeWithKryoSerializer(type, serializerClass); - } - - /** - * Registers the given type with the serialization stack. If the type is - * eventually serialized as a POJO, then the type is registered with the - * POJO serializer. If the type ends up being serialized with Kryo, then it - * will be registered at Kryo to make sure that only tags are written. - * - * @param type - * The class of the type to register. - */ - public void registerType(Class type) { - if (type == null) { - throw new NullPointerException("Cannot register null type class."); - } - - TypeInformation typeInfo = TypeExtractor.createTypeInfo(type); - - if (typeInfo instanceof PojoTypeInfo) { - config.registerPojoType(type); - } else { - config.registerKryoType(type); - } - } - - // -------------------------------------------------------------------------------------------- - // Time characteristic - // -------------------------------------------------------------------------------------------- - - /** - * Sets the time characteristic for all streams create from this environment, e.g., processing - * time, event time, or ingestion time. - * - *

If you set the characteristic to IngestionTime of EventTime this will set a default - * watermark update interval of 200 ms. If this is not applicable for your application - * you should change it using {@link ExecutionConfig#setAutoWatermarkInterval(long)}. - * - * @param characteristic The time characteristic. - */ - @PublicEvolving - public void setStreamTimeCharacteristic(TimeCharacteristic characteristic) { - this.timeCharacteristic = Preconditions.checkNotNull(characteristic); - if (characteristic == TimeCharacteristic.ProcessingTime) { - getConfig().setAutoWatermarkInterval(0); - } else { - getConfig().setAutoWatermarkInterval(200); - } - } - - /** - * Gets the time characteristic. - * - * @see #setStreamTimeCharacteristic(org.apache.flink.streaming.api.TimeCharacteristic) - * - * @return The time characteristic. - */ - @PublicEvolving - public TimeCharacteristic getStreamTimeCharacteristic() { - return timeCharacteristic; - } - - // -------------------------------------------------------------------------------------------- - // Data stream creations - // -------------------------------------------------------------------------------------------- - - /** - * Creates a new data stream that contains a sequence of numbers. This is a parallel source, - * if you manually set the parallelism to {@code 1} - * (using {@link org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator#setParallelism(int)}) - * the generated sequence of elements is in order. - * - * @param from - * The number to start at (inclusive) - * @param to - * The number to stop at (inclusive) - * @return A data stream, containing all number in the [from, to] interval - */ - public DataStreamSource generateSequence(long from, long to) { - if (from > to) { - throw new IllegalArgumentException("Start of sequence must not be greater than the end"); - } - return addSource(new StatefulSequenceSource(from, to), "Sequence Source"); - } - - /** - * Creates a new data stream that contains the given elements. The elements must all be of the - * same type, for example, all of the {@link String} or {@link Integer}. - * - *

The framework will try and determine the exact type from the elements. In case of generic - * elements, it may be necessary to manually supply the type information via - * {@link #fromCollection(java.util.Collection, org.apache.flink.api.common.typeinfo.TypeInformation)}. - * - *

Note that this operation will result in a non-parallel data stream source, i.e. a data - * stream source with a degree of parallelism one. - * - * @param data - * The array of elements to create the data stream from. - * @param - * The type of the returned data stream - * @return The data stream representing the given array of elements - */ - @SafeVarargs - public final DataStreamSource fromElements(OUT... data) { - if (data.length == 0) { - throw new IllegalArgumentException("fromElements needs at least one element as argument"); - } - - TypeInformation typeInfo; - try { - typeInfo = TypeExtractor.getForObject(data[0]); - } - catch (Exception e) { - throw new RuntimeException("Could not create TypeInformation for type " + data[0].getClass().getName() - + "; please specify the TypeInformation manually via " - + "StreamExecutionEnvironment#fromElements(Collection, TypeInformation)", e); - } - return fromCollection(Arrays.asList(data), typeInfo); - } - - /** - * Creates a new data set that contains the given elements. The framework will determine the type according to the - * based type user supplied. The elements should be the same or be the subclass to the based type. - * The sequence of elements must not be empty. - * Note that this operation will result in a non-parallel data stream source, i.e. a data stream source with a - * degree of parallelism one. - * - * @param type - * The based class type in the collection. - * @param data - * The array of elements to create the data stream from. - * @param - * The type of the returned data stream - * @return The data stream representing the given array of elements - */ - @SafeVarargs - public final DataStreamSource fromElements(Class type, OUT... data) { - if (data.length == 0) { - throw new IllegalArgumentException("fromElements needs at least one element as argument"); - } - - TypeInformation typeInfo; - try { - typeInfo = TypeExtractor.getForClass(type); - } - catch (Exception e) { - throw new RuntimeException("Could not create TypeInformation for type " + type.getName() - + "; please specify the TypeInformation manually via " - + "StreamExecutionEnvironment#fromElements(Collection, TypeInformation)", e); - } - return fromCollection(Arrays.asList(data), typeInfo); - } - - /** - * Creates a data stream from the given non-empty collection. The type of the data stream is that of the - * elements in the collection. - * - *

The framework will try and determine the exact type from the collection elements. In case of generic - * elements, it may be necessary to manually supply the type information via - * {@link #fromCollection(java.util.Collection, org.apache.flink.api.common.typeinfo.TypeInformation)}. - * - *

Note that this operation will result in a non-parallel data stream source, i.e. a data stream source with - * parallelism one. - * - * @param data - * The collection of elements to create the data stream from. - * @param - * The generic type of the returned data stream. - * @return - * The data stream representing the given collection - */ - public DataStreamSource fromCollection(Collection data) { - Preconditions.checkNotNull(data, "Collection must not be null"); - if (data.isEmpty()) { - throw new IllegalArgumentException("Collection must not be empty"); - } - - OUT first = data.iterator().next(); - if (first == null) { - throw new IllegalArgumentException("Collection must not contain null elements"); - } - - TypeInformation typeInfo; - try { - typeInfo = TypeExtractor.getForObject(first); - } - catch (Exception e) { - throw new RuntimeException("Could not create TypeInformation for type " + first.getClass() - + "; please specify the TypeInformation manually via " - + "StreamExecutionEnvironment#fromElements(Collection, TypeInformation)", e); - } - return fromCollection(data, typeInfo); - } - - /** - * Creates a data stream from the given non-empty collection. - * - *

Note that this operation will result in a non-parallel data stream source, - * i.e., a data stream source with parallelism one. - * - * @param data - * The collection of elements to create the data stream from - * @param typeInfo - * The TypeInformation for the produced data stream - * @param - * The type of the returned data stream - * @return The data stream representing the given collection - */ - public DataStreamSource fromCollection(Collection data, TypeInformation typeInfo) { - Preconditions.checkNotNull(data, "Collection must not be null"); - - // must not have null elements and mixed elements - FromElementsFunction.checkCollection(data, typeInfo.getTypeClass()); - - SourceFunction function; - try { - function = new FromElementsFunction<>(typeInfo.createSerializer(getConfig()), data); - } - catch (IOException e) { - throw new RuntimeException(e.getMessage(), e); - } - return addSource(function, "Collection Source", typeInfo).setParallelism(1); - } - - /** - * Creates a data stream from the given iterator. - * - *

Because the iterator will remain unmodified until the actual execution happens, - * the type of data returned by the iterator must be given explicitly in the form of the type - * class (this is due to the fact that the Java compiler erases the generic type information). - * - *

Note that this operation will result in a non-parallel data stream source, i.e., - * a data stream source with a parallelism of one. - * - * @param data - * The iterator of elements to create the data stream from - * @param type - * The class of the data produced by the iterator. Must not be a generic class. - * @param - * The type of the returned data stream - * @return The data stream representing the elements in the iterator - * @see #fromCollection(java.util.Iterator, org.apache.flink.api.common.typeinfo.TypeInformation) - */ - public DataStreamSource fromCollection(Iterator data, Class type) { - return fromCollection(data, TypeExtractor.getForClass(type)); - } - - /** - * Creates a data stream from the given iterator. - * - *

Because the iterator will remain unmodified until the actual execution happens, - * the type of data returned by the iterator must be given explicitly in the form of the type - * information. This method is useful for cases where the type is generic. - * In that case, the type class (as given in - * {@link #fromCollection(java.util.Iterator, Class)} does not supply all type information. - * - *

Note that this operation will result in a non-parallel data stream source, i.e., - * a data stream source with parallelism one. - * - * @param data - * The iterator of elements to create the data stream from - * @param typeInfo - * The TypeInformation for the produced data stream - * @param - * The type of the returned data stream - * @return The data stream representing the elements in the iterator - */ - public DataStreamSource fromCollection(Iterator data, TypeInformation typeInfo) { - Preconditions.checkNotNull(data, "The iterator must not be null"); - - SourceFunction function = new FromIteratorFunction<>(data); - return addSource(function, "Collection Source", typeInfo); - } - - /** - * Creates a new data stream that contains elements in the iterator. The iterator is splittable, - * allowing the framework to create a parallel data stream source that returns the elements in - * the iterator. - * - *

Because the iterator will remain unmodified until the actual execution happens, the type - * of data returned by the iterator must be given explicitly in the form of the type class - * (this is due to the fact that the Java compiler erases the generic type information). - * - * @param iterator - * The iterator that produces the elements of the data stream - * @param type - * The class of the data produced by the iterator. Must not be a generic class. - * @param - * The type of the returned data stream - * @return A data stream representing the elements in the iterator - */ - public DataStreamSource fromParallelCollection(SplittableIterator iterator, Class type) { - return fromParallelCollection(iterator, TypeExtractor.getForClass(type)); - } - - /** - * Creates a new data stream that contains elements in the iterator. The iterator is splittable, - * allowing the framework to create a parallel data stream source that returns the elements in - * the iterator. - * - *

Because the iterator will remain unmodified until the actual execution happens, the type - * of data returned by the iterator must be given explicitly in the form of the type - * information. This method is useful for cases where the type is generic. In that case, the - * type class (as given in - * {@link #fromParallelCollection(org.apache.flink.util.SplittableIterator, Class)} does not - * supply all type information. - * - * @param iterator - * The iterator that produces the elements of the data stream - * @param typeInfo - * The TypeInformation for the produced data stream. - * @param - * The type of the returned data stream - * @return A data stream representing the elements in the iterator - */ - public DataStreamSource fromParallelCollection(SplittableIterator iterator, TypeInformation - typeInfo) { - return fromParallelCollection(iterator, typeInfo, "Parallel Collection Source"); - } - - // private helper for passing different names - private DataStreamSource fromParallelCollection(SplittableIterator iterator, TypeInformation - typeInfo, String operatorName) { - return addSource(new FromSplittableIteratorFunction<>(iterator), operatorName, typeInfo); - } - - /** - * Reads the given file line-by-line and creates a data stream that contains a string with the - * contents of each such line. The file will be read with the UTF-8 character set. - * - *

NOTES ON CHECKPOINTING: The source monitors the path, creates the - * {@link org.apache.flink.core.fs.FileInputSplit FileInputSplits} to be processed, forwards - * them to the downstream {@link ContinuousFileReaderOperator readers} to read the actual data, - * and exits, without waiting for the readers to finish reading. This implies that no more - * checkpoint barriers are going to be forwarded after the source exits, thus having no - * checkpoints after that point. - * - * @param filePath - * The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @return The data stream that represents the data read from the given file as text lines - */ - public DataStreamSource readTextFile(String filePath) { - return readTextFile(filePath, "UTF-8"); - } - - /** - * Reads the given file line-by-line and creates a data stream that contains a string with the - * contents of each such line. The {@link java.nio.charset.Charset} with the given name will be - * used to read the files. - * - *

NOTES ON CHECKPOINTING: The source monitors the path, creates the - * {@link org.apache.flink.core.fs.FileInputSplit FileInputSplits} to be processed, - * forwards them to the downstream {@link ContinuousFileReaderOperator readers} to read the actual data, - * and exits, without waiting for the readers to finish reading. This implies that no more checkpoint - * barriers are going to be forwarded after the source exits, thus having no checkpoints after that point. - * - * @param filePath - * The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path") - * @param charsetName - * The name of the character set used to read the file - * @return The data stream that represents the data read from the given file as text lines - */ - public DataStreamSource readTextFile(String filePath, String charsetName) { - Preconditions.checkArgument(!StringUtils.isNullOrWhitespaceOnly(filePath), "The file path must not be null or blank."); - - TextInputFormat format = new TextInputFormat(new Path(filePath)); - format.setFilesFilter(FilePathFilter.createDefaultFilter()); - TypeInformation typeInfo = BasicTypeInfo.STRING_TYPE_INFO; - format.setCharsetName(charsetName); - - return readFile(format, filePath, FileProcessingMode.PROCESS_ONCE, -1, typeInfo); - } - - /** - * Reads the contents of the user-specified {@code filePath} based on the given {@link FileInputFormat}. - * - *

Since all data streams need specific information about their types, this method needs to determine the - * type of the data produced by the input format. It will attempt to determine the data type by reflection, - * unless the input format implements the {@link org.apache.flink.api.java.typeutils.ResultTypeQueryable} interface. - * In the latter case, this method will invoke the - * {@link org.apache.flink.api.java.typeutils.ResultTypeQueryable#getProducedType()} method to determine data - * type produced by the input format. - * - *

NOTES ON CHECKPOINTING: The source monitors the path, creates the - * {@link org.apache.flink.core.fs.FileInputSplit FileInputSplits} to be processed, - * forwards them to the downstream {@link ContinuousFileReaderOperator readers} to read the actual data, - * and exits, without waiting for the readers to finish reading. This implies that no more checkpoint - * barriers are going to be forwarded after the source exits, thus having no checkpoints after that point. - * - * @param filePath - * The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path") - * @param inputFormat - * The input format used to create the data stream - * @param - * The type of the returned data stream - * @return The data stream that represents the data read from the given file - */ - public DataStreamSource readFile(FileInputFormat inputFormat, - String filePath) { - return readFile(inputFormat, filePath, FileProcessingMode.PROCESS_ONCE, -1); - } - - /** - * Reads the contents of the user-specified {@code filePath} based on the given {@link FileInputFormat}. Depending - * on the provided {@link FileProcessingMode}. - * - *

See {@link #readFile(FileInputFormat, String, FileProcessingMode, long)} - * - * @param inputFormat - * The input format used to create the data stream - * @param filePath - * The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path") - * @param watchType - * The mode in which the source should operate, i.e. monitor path and react to new data, or process once and exit - * @param interval - * In the case of periodic path monitoring, this specifies the interval (in millis) between consecutive path scans - * @param filter - * The files to be excluded from the processing - * @param - * The type of the returned data stream - * @return The data stream that represents the data read from the given file - * - * @deprecated Use {@link FileInputFormat#setFilesFilter(FilePathFilter)} to set a filter and - * {@link StreamExecutionEnvironment#readFile(FileInputFormat, String, FileProcessingMode, long)} - * - */ - @PublicEvolving - @Deprecated - public DataStreamSource readFile(FileInputFormat inputFormat, - String filePath, - FileProcessingMode watchType, - long interval, - FilePathFilter filter) { - inputFormat.setFilesFilter(filter); - - TypeInformation typeInformation; - try { - typeInformation = TypeExtractor.getInputFormatTypes(inputFormat); - } catch (Exception e) { - throw new InvalidProgramException("The type returned by the input format could not be " + - "automatically determined. Please specify the TypeInformation of the produced type " + - "explicitly by using the 'createInput(InputFormat, TypeInformation)' method instead."); - } - return readFile(inputFormat, filePath, watchType, interval, typeInformation); - } - - /** - * Reads the contents of the user-specified {@code filePath} based on the given {@link FileInputFormat}. Depending - * on the provided {@link FileProcessingMode}, the source may periodically monitor (every {@code interval} ms) the path - * for new data ({@link FileProcessingMode#PROCESS_CONTINUOUSLY}), or process once the data currently in the path and - * exit ({@link FileProcessingMode#PROCESS_ONCE}). In addition, if the path contains files not to be processed, the user - * can specify a custom {@link FilePathFilter}. As a default implementation you can use - * {@link FilePathFilter#createDefaultFilter()}. - * - *

Since all data streams need specific information about their types, this method needs to determine the - * type of the data produced by the input format. It will attempt to determine the data type by reflection, - * unless the input format implements the {@link org.apache.flink.api.java.typeutils.ResultTypeQueryable} interface. - * In the latter case, this method will invoke the - * {@link org.apache.flink.api.java.typeutils.ResultTypeQueryable#getProducedType()} method to determine data - * type produced by the input format. - * - *

NOTES ON CHECKPOINTING: If the {@code watchType} is set to {@link FileProcessingMode#PROCESS_ONCE}, - * the source monitors the path once, creates the {@link org.apache.flink.core.fs.FileInputSplit FileInputSplits} - * to be processed, forwards them to the downstream {@link ContinuousFileReaderOperator readers} to read the actual data, - * and exits, without waiting for the readers to finish reading. This implies that no more checkpoint barriers - * are going to be forwarded after the source exits, thus having no checkpoints after that point. - * - * @param inputFormat - * The input format used to create the data stream - * @param filePath - * The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path") - * @param watchType - * The mode in which the source should operate, i.e. monitor path and react to new data, or process once and exit - * @param interval - * In the case of periodic path monitoring, this specifies the interval (in millis) between consecutive path scans - * @param - * The type of the returned data stream - * @return The data stream that represents the data read from the given file - */ - @PublicEvolving - public DataStreamSource readFile(FileInputFormat inputFormat, - String filePath, - FileProcessingMode watchType, - long interval) { - - TypeInformation typeInformation; - try { - typeInformation = TypeExtractor.getInputFormatTypes(inputFormat); - } catch (Exception e) { - throw new InvalidProgramException("The type returned by the input format could not be " + - "automatically determined. Please specify the TypeInformation of the produced type " + - "explicitly by using the 'createInput(InputFormat, TypeInformation)' method instead."); - } - return readFile(inputFormat, filePath, watchType, interval, typeInformation); - } - - /** - * Creates a data stream that contains the contents of file created while system watches the given path. The file - * will be read with the system's default character set. - * - * @param filePath - * The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path/") - * @param intervalMillis - * The interval of file watching in milliseconds - * @param watchType - * The watch type of file stream. When watchType is {@link org.apache.flink.streaming.api.functions.source.FileMonitoringFunction.WatchType#ONLY_NEW_FILES}, the system processes - * only - * new files. {@link org.apache.flink.streaming.api.functions.source.FileMonitoringFunction.WatchType#REPROCESS_WITH_APPENDED} means that the system re-processes all contents of - * appended file. {@link org.apache.flink.streaming.api.functions.source.FileMonitoringFunction.WatchType#PROCESS_ONLY_APPENDED} means that the system processes only appended - * contents - * of files. - * @return The DataStream containing the given directory. - * - * @deprecated Use {@link #readFile(FileInputFormat, String, FileProcessingMode, long)} instead. - */ - @Deprecated - @SuppressWarnings("deprecation") - public DataStream readFileStream(String filePath, long intervalMillis, FileMonitoringFunction.WatchType watchType) { - DataStream> source = addSource(new FileMonitoringFunction( - filePath, intervalMillis, watchType), "Read File Stream source"); - - return source.flatMap(new FileReadFunction()); - } - - /** - * Reads the contents of the user-specified {@code filePath} based on the given {@link FileInputFormat}. - * Depending on the provided {@link FileProcessingMode}, the source may periodically monitor (every {@code interval} ms) - * the path for new data ({@link FileProcessingMode#PROCESS_CONTINUOUSLY}), or process once the data currently in the - * path and exit ({@link FileProcessingMode#PROCESS_ONCE}). In addition, if the path contains files not to be processed, - * the user can specify a custom {@link FilePathFilter}. As a default implementation you can use - * {@link FilePathFilter#createDefaultFilter()}. - * - *

NOTES ON CHECKPOINTING: If the {@code watchType} is set to {@link FileProcessingMode#PROCESS_ONCE}, - * the source monitors the path once, creates the {@link org.apache.flink.core.fs.FileInputSplit FileInputSplits} - * to be processed, forwards them to the downstream {@link ContinuousFileReaderOperator readers} to read the actual data, - * and exits, without waiting for the readers to finish reading. This implies that no more checkpoint barriers - * are going to be forwarded after the source exits, thus having no checkpoints after that point. - * - * @param inputFormat - * The input format used to create the data stream - * @param filePath - * The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path") - * @param watchType - * The mode in which the source should operate, i.e. monitor path and react to new data, or process once and exit - * @param typeInformation - * Information on the type of the elements in the output stream - * @param interval - * In the case of periodic path monitoring, this specifies the interval (in millis) between consecutive path scans - * @param - * The type of the returned data stream - * @return The data stream that represents the data read from the given file - */ - @PublicEvolving - public DataStreamSource readFile(FileInputFormat inputFormat, - String filePath, - FileProcessingMode watchType, - long interval, - TypeInformation typeInformation) { - - Preconditions.checkNotNull(inputFormat, "InputFormat must not be null."); - Preconditions.checkArgument(!StringUtils.isNullOrWhitespaceOnly(filePath), "The file path must not be null or blank."); - - inputFormat.setFilePath(filePath); - return createFileInput(inputFormat, typeInformation, "Custom File Source", watchType, interval); - } - - /** - * Creates a new data stream that contains the strings received infinitely from a socket. Received strings are - * decoded by the system's default character set. On the termination of the socket server connection retries can be - * initiated. - * - *

Let us note that the socket itself does not report on abort and as a consequence retries are only initiated when - * the socket was gracefully terminated. - * - * @param hostname - * The host name which a server socket binds - * @param port - * The port number which a server socket binds. A port number of 0 means that the port number is automatically - * allocated. - * @param delimiter - * A character which splits received strings into records - * @param maxRetry - * The maximal retry interval in seconds while the program waits for a socket that is temporarily down. - * Reconnection is initiated every second. A number of 0 means that the reader is immediately terminated, - * while - * a negative value ensures retrying forever. - * @return A data stream containing the strings received from the socket - * - * @deprecated Use {@link #socketTextStream(String, int, String, long)} instead. - */ - @Deprecated - public DataStreamSource socketTextStream(String hostname, int port, char delimiter, long maxRetry) { - return socketTextStream(hostname, port, String.valueOf(delimiter), maxRetry); - } - - /** - * Creates a new data stream that contains the strings received infinitely from a socket. Received strings are - * decoded by the system's default character set. On the termination of the socket server connection retries can be - * initiated. - * - *

Let us note that the socket itself does not report on abort and as a consequence retries are only initiated when - * the socket was gracefully terminated. - * - * @param hostname - * The host name which a server socket binds - * @param port - * The port number which a server socket binds. A port number of 0 means that the port number is automatically - * allocated. - * @param delimiter - * A string which splits received strings into records - * @param maxRetry - * The maximal retry interval in seconds while the program waits for a socket that is temporarily down. - * Reconnection is initiated every second. A number of 0 means that the reader is immediately terminated, - * while - * a negative value ensures retrying forever. - * @return A data stream containing the strings received from the socket - */ - @PublicEvolving - public DataStreamSource socketTextStream(String hostname, int port, String delimiter, long maxRetry) { - return addSource(new SocketTextStreamFunction(hostname, port, delimiter, maxRetry), - "Socket Stream"); - } - - /** - * Creates a new data stream that contains the strings received infinitely from a socket. Received strings are - * decoded by the system's default character set. The reader is terminated immediately when the socket is down. - * - * @param hostname - * The host name which a server socket binds - * @param port - * The port number which a server socket binds. A port number of 0 means that the port number is automatically - * allocated. - * @param delimiter - * A character which splits received strings into records - * @return A data stream containing the strings received from the socket - * - * @deprecated Use {@link #socketTextStream(String, int, String)} instead. - */ - @Deprecated - @SuppressWarnings("deprecation") - public DataStreamSource socketTextStream(String hostname, int port, char delimiter) { - return socketTextStream(hostname, port, delimiter, 0); - } - - /** - * Creates a new data stream that contains the strings received infinitely from a socket. Received strings are - * decoded by the system's default character set. The reader is terminated immediately when the socket is down. - * - * @param hostname - * The host name which a server socket binds - * @param port - * The port number which a server socket binds. A port number of 0 means that the port number is automatically - * allocated. - * @param delimiter - * A string which splits received strings into records - * @return A data stream containing the strings received from the socket - */ - @PublicEvolving - public DataStreamSource socketTextStream(String hostname, int port, String delimiter) { - return socketTextStream(hostname, port, delimiter, 0); - } - - /** - * Creates a new data stream that contains the strings received infinitely from a socket. Received strings are - * decoded by the system's default character set, using"\n" as delimiter. The reader is terminated immediately when - * the socket is down. - * - * @param hostname - * The host name which a server socket binds - * @param port - * The port number which a server socket binds. A port number of 0 means that the port number is automatically - * allocated. - * @return A data stream containing the strings received from the socket - */ - @PublicEvolving - public DataStreamSource socketTextStream(String hostname, int port) { - return socketTextStream(hostname, port, "\n"); - } - - /** - * Generic method to create an input data stream with {@link org.apache.flink.api.common.io.InputFormat}. - * - *

Since all data streams need specific information about their types, this method needs to determine the - * type of the data produced by the input format. It will attempt to determine the data type by reflection, - * unless the input format implements the {@link org.apache.flink.api.java.typeutils.ResultTypeQueryable} interface. - * In the latter case, this method will invoke the - * {@link org.apache.flink.api.java.typeutils.ResultTypeQueryable#getProducedType()} method to determine data - * type produced by the input format. - * - *

NOTES ON CHECKPOINTING: In the case of a {@link FileInputFormat}, the source - * (which executes the {@link ContinuousFileMonitoringFunction}) monitors the path, creates the - * {@link org.apache.flink.core.fs.FileInputSplit FileInputSplits} to be processed, forwards - * them to the downstream {@link ContinuousFileReaderOperator} to read the actual data, and exits, - * without waiting for the readers to finish reading. This implies that no more checkpoint - * barriers are going to be forwarded after the source exits, thus having no checkpoints. - * - * @param inputFormat - * The input format used to create the data stream - * @param - * The type of the returned data stream - * @return The data stream that represents the data created by the input format - */ - @PublicEvolving - public DataStreamSource createInput(InputFormat inputFormat) { - return createInput(inputFormat, TypeExtractor.getInputFormatTypes(inputFormat)); - } - - /** - * Generic method to create an input data stream with {@link org.apache.flink.api.common.io.InputFormat}. - * - *

The data stream is typed to the given TypeInformation. This method is intended for input formats - * where the return type cannot be determined by reflection analysis, and that do not implement the - * {@link org.apache.flink.api.java.typeutils.ResultTypeQueryable} interface. - * - *

NOTES ON CHECKPOINTING: In the case of a {@link FileInputFormat}, the source - * (which executes the {@link ContinuousFileMonitoringFunction}) monitors the path, creates the - * {@link org.apache.flink.core.fs.FileInputSplit FileInputSplits} to be processed, forwards - * them to the downstream {@link ContinuousFileReaderOperator} to read the actual data, and exits, - * without waiting for the readers to finish reading. This implies that no more checkpoint - * barriers are going to be forwarded after the source exits, thus having no checkpoints. - * - * @param inputFormat - * The input format used to create the data stream - * @param typeInfo - * The information about the type of the output type - * @param - * The type of the returned data stream - * @return The data stream that represents the data created by the input format - */ - @PublicEvolving - public DataStreamSource createInput(InputFormat inputFormat, TypeInformation typeInfo) { - DataStreamSource source; - - if (inputFormat instanceof FileInputFormat) { - @SuppressWarnings("unchecked") - FileInputFormat format = (FileInputFormat) inputFormat; - - source = createFileInput(format, typeInfo, "Custom File source", - FileProcessingMode.PROCESS_ONCE, -1); - } else { - source = createInput(inputFormat, typeInfo, "Custom Source"); - } - return source; - } - - private DataStreamSource createInput(InputFormat inputFormat, - TypeInformation typeInfo, - String sourceName) { - - InputFormatSourceFunction function = new InputFormatSourceFunction<>(inputFormat, typeInfo); - return addSource(function, sourceName, typeInfo); - } - - private DataStreamSource createFileInput(FileInputFormat inputFormat, - TypeInformation typeInfo, - String sourceName, - FileProcessingMode monitoringMode, - long interval) { - - Preconditions.checkNotNull(inputFormat, "Unspecified file input format."); - Preconditions.checkNotNull(typeInfo, "Unspecified output type information."); - Preconditions.checkNotNull(sourceName, "Unspecified name for the source."); - Preconditions.checkNotNull(monitoringMode, "Unspecified monitoring mode."); - - Preconditions.checkArgument(monitoringMode.equals(FileProcessingMode.PROCESS_ONCE) || - interval >= ContinuousFileMonitoringFunction.MIN_MONITORING_INTERVAL, - "The path monitoring interval cannot be less than " + - ContinuousFileMonitoringFunction.MIN_MONITORING_INTERVAL + " ms."); - - ContinuousFileMonitoringFunction monitoringFunction = - new ContinuousFileMonitoringFunction<>(inputFormat, monitoringMode, getParallelism(), interval); - - ContinuousFileReaderOperator reader = - new ContinuousFileReaderOperator<>(inputFormat); - - SingleOutputStreamOperator source = addSource(monitoringFunction, sourceName) - .transform("Split Reader: " + sourceName, typeInfo, reader); - - return new DataStreamSource<>(source); - } - - /** - * Adds a Data Source to the streaming topology. - * - *

By default sources have a parallelism of 1. To enable parallel execution, the user defined source should - * implement {@link org.apache.flink.streaming.api.functions.source.ParallelSourceFunction} or extend {@link - * org.apache.flink.streaming.api.functions.source.RichParallelSourceFunction}. In these cases the resulting source - * will have the parallelism of the environment. To change this afterwards call {@link - * org.apache.flink.streaming.api.datastream.DataStreamSource#setParallelism(int)} - * - * @param function - * the user defined function - * @param - * type of the returned stream - * @return the data stream constructed - */ - public DataStreamSource addSource(SourceFunction function) { - return addSource(function, "Custom Source"); - } - - /** - * Ads a data source with a custom type information thus opening a - * {@link DataStream}. Only in very special cases does the user need to - * support type information. Otherwise use - * {@link #addSource(org.apache.flink.streaming.api.functions.source.SourceFunction)} - * - * @param function - * the user defined function - * @param sourceName - * Name of the data source - * @param - * type of the returned stream - * @return the data stream constructed - */ - public DataStreamSource addSource(SourceFunction function, String sourceName) { - return addSource(function, sourceName, null); - } - - /** - * Ads a data source with a custom type information thus opening a - * {@link DataStream}. Only in very special cases does the user need to - * support type information. Otherwise use - * {@link #addSource(org.apache.flink.streaming.api.functions.source.SourceFunction)} - * - * @param function - * the user defined function - * @param - * type of the returned stream - * @param typeInfo - * the user defined type information for the stream - * @return the data stream constructed - */ - public DataStreamSource addSource(SourceFunction function, TypeInformation typeInfo) { - return addSource(function, "Custom Source", typeInfo); - } - - /** - * Ads a data source with a custom type information thus opening a - * {@link DataStream}. Only in very special cases does the user need to - * support type information. Otherwise use - * {@link #addSource(org.apache.flink.streaming.api.functions.source.SourceFunction)} - * - * @param function - * the user defined function - * @param sourceName - * Name of the data source - * @param - * type of the returned stream - * @param typeInfo - * the user defined type information for the stream - * @return the data stream constructed - */ - @SuppressWarnings("unchecked") - public DataStreamSource addSource(SourceFunction function, String sourceName, TypeInformation typeInfo) { - - if (typeInfo == null) { - if (function instanceof ResultTypeQueryable) { - typeInfo = ((ResultTypeQueryable) function).getProducedType(); - } else { - try { - typeInfo = TypeExtractor.createTypeInfo( - SourceFunction.class, - function.getClass(), 0, null, null); - } catch (final InvalidTypesException e) { - typeInfo = (TypeInformation) new MissingTypeInfo(sourceName, e); - } - } - } - - boolean isParallel = function instanceof ParallelSourceFunction; - - clean(function); - StreamSource sourceOperator; - if (function instanceof StoppableFunction) { - sourceOperator = new StoppableStreamSource<>(cast2StoppableSourceFunction(function)); - } else { - sourceOperator = new StreamSource<>(function); - } - - return new DataStreamSource<>(this, typeInfo, sourceOperator, isParallel, sourceName); - } - - /** - * Casts the source function into a SourceFunction implementing the StoppableFunction. - * - *

This method should only be used if the source function was checked to implement the - * {@link StoppableFunction} interface. - * - * @param sourceFunction Source function to cast - * @param Output type of source function - * @param Union type of SourceFunction and StoppableFunction - * @return The casted source function so that it's type implements the StoppableFunction - */ - @SuppressWarnings("unchecked") - private & StoppableFunction> T cast2StoppableSourceFunction(SourceFunction sourceFunction) { - return (T) sourceFunction; - } - - /** - * Triggers the program execution. The environment will execute all parts of - * the program that have resulted in a "sink" operation. Sink operations are - * for example printing results or forwarding them to a message queue. - * - *

The program execution will be logged and displayed with a generated - * default name. - * - * @return The result of the job execution, containing elapsed time and accumulators. - * @throws Exception which occurs during job execution. - */ - public JobExecutionResult execute() throws Exception { - return execute(DEFAULT_JOB_NAME); - } - - /** - * Triggers the program execution. The environment will execute all parts of - * the program that have resulted in a "sink" operation. Sink operations are - * for example printing results or forwarding them to a message queue. - * - *

The program execution will be logged and displayed with the provided name - * - * @param jobName - * Desired name of the job - * @return The result of the job execution, containing elapsed time and accumulators. - * @throws Exception which occurs during job execution. - */ - public abstract JobExecutionResult execute(String jobName) throws Exception; - - /** - * Getter of the {@link org.apache.flink.streaming.api.graph.StreamGraph} of the streaming job. - * - * @return The streamgraph representing the transformations - */ - @Internal - public StreamGraph getStreamGraph() { - if (transformations.size() <= 0) { - throw new IllegalStateException("No operators defined in streaming topology. Cannot execute."); - } - return StreamGraphGenerator.generate(this, transformations); - } - - /** - * Creates the plan with which the system will execute the program, and - * returns it as a String using a JSON representation of the execution data - * flow graph. Note that this needs to be called, before the plan is - * executed. - * - * @return The execution plan of the program, as a JSON String. - */ - public String getExecutionPlan() { - return getStreamGraph().getStreamingPlanAsJSON(); - } - - /** - * Returns a "closure-cleaned" version of the given function. Cleans only if closure cleaning - * is not disabled in the {@link org.apache.flink.api.common.ExecutionConfig} - */ - @Internal - public F clean(F f) { - if (getConfig().isClosureCleanerEnabled()) { - ClosureCleaner.clean(f, getConfig().getClosureCleanerLevel(), true); - } - ClosureCleaner.ensureSerializable(f); - return f; - } - - /** - * Adds an operator to the list of operators that should be executed when calling - * {@link #execute}. - * - *

When calling {@link #execute()} only the operators that where previously added to the list - * are executed. - * - *

This is not meant to be used by users. The API methods that create operators must call - * this method. - */ - @Internal - public void addOperator(StreamTransformation transformation) { - Preconditions.checkNotNull(transformation, "transformation must not be null."); - this.transformations.add(transformation); - } - - // -------------------------------------------------------------------------------------------- - // Factory methods for ExecutionEnvironments - // -------------------------------------------------------------------------------------------- - - /** - * Creates an execution environment that represents the context in which the - * program is currently executed. If the program is invoked standalone, this - * method returns a local execution environment, as returned by - * {@link #createLocalEnvironment()}. - * - * @return The execution environment of the context in which the program is - * executed. - */ - public static StreamExecutionEnvironment getExecutionEnvironment() { - if (contextEnvironmentFactory.get() != null) { - return contextEnvironmentFactory.get().createExecutionEnvironment(); - } - - // because the streaming project depends on "flink-clients" (and not the other way around) - // we currently need to intercept the data set environment and create a dependent stream env. - // this should be fixed once we rework the project dependencies - - ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); - if (env instanceof ContextEnvironment) { - return new StreamContextEnvironment((ContextEnvironment) env); - } else if (env instanceof OptimizerPlanEnvironment || env instanceof PreviewPlanEnvironment) { - return new StreamPlanEnvironment(env); - } else { - return createLocalEnvironment(); - } - } - - /** - * Creates a {@link LocalStreamEnvironment}. The local execution environment - * will run the program in a multi-threaded fashion in the same JVM as the - * environment was created in. The default parallelism of the local - * environment is the number of hardware contexts (CPU cores / threads), - * unless it was specified differently by {@link #setParallelism(int)}. - * - * @return A local execution environment. - */ - public static LocalStreamEnvironment createLocalEnvironment() { - return createLocalEnvironment(defaultLocalParallelism); - } - - /** - * Creates a {@link LocalStreamEnvironment}. The local execution environment - * will run the program in a multi-threaded fashion in the same JVM as the - * environment was created in. It will use the parallelism specified in the - * parameter. - * - * @param parallelism - * The parallelism for the local environment. - * @return A local execution environment with the specified parallelism. - */ - public static LocalStreamEnvironment createLocalEnvironment(int parallelism) { - return createLocalEnvironment(parallelism, new Configuration()); - } - - /** - * Creates a {@link LocalStreamEnvironment}. The local execution environment - * will run the program in a multi-threaded fashion in the same JVM as the - * environment was created in. It will use the parallelism specified in the - * parameter. - * - * @param parallelism - * The parallelism for the local environment. - * @param configuration - * Pass a custom configuration into the cluster - * @return A local execution environment with the specified parallelism. - */ - public static LocalStreamEnvironment createLocalEnvironment(int parallelism, Configuration configuration) { - final LocalStreamEnvironment currentEnvironment; - - currentEnvironment = new LocalStreamEnvironment(configuration); - currentEnvironment.setParallelism(parallelism); - - return currentEnvironment; - } - - /** - * Creates a {@link LocalStreamEnvironment} for local program execution that also starts the - * web monitoring UI. - * - *

The local execution environment will run the program in a multi-threaded fashion in - * the same JVM as the environment was created in. It will use the parallelism specified in the - * parameter. - * - *

If the configuration key 'rest.port' was set in the configuration, that particular - * port will be used for the web UI. Otherwise, the default port (8081) will be used. - */ - @PublicEvolving - public static StreamExecutionEnvironment createLocalEnvironmentWithWebUI(Configuration conf) { - checkNotNull(conf, "conf"); - - conf.setBoolean(ConfigConstants.LOCAL_START_WEBSERVER, true); - - if (!conf.contains(RestOptions.PORT)) { - // explicitly set this option so that it's not set to 0 later - conf.setInteger(RestOptions.PORT, RestOptions.PORT.defaultValue()); - } - - return createLocalEnvironment(defaultLocalParallelism, conf); - } - - /** - * Creates a {@link RemoteStreamEnvironment}. The remote environment sends - * (parts of) the program to a cluster for execution. Note that all file - * paths used in the program must be accessible from the cluster. The - * execution will use no parallelism, unless the parallelism is set - * explicitly via {@link #setParallelism}. - * - * @param host - * The host name or address of the master (JobManager), where the - * program should be executed. - * @param port - * The port of the master (JobManager), where the program should - * be executed. - * @param jarFiles - * The JAR files with code that needs to be shipped to the - * cluster. If the program uses user-defined functions, - * user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static StreamExecutionEnvironment createRemoteEnvironment( - String host, int port, String... jarFiles) { - return new RemoteStreamEnvironment(host, port, jarFiles); - } - - /** - * Creates a {@link RemoteStreamEnvironment}. The remote environment sends - * (parts of) the program to a cluster for execution. Note that all file - * paths used in the program must be accessible from the cluster. The - * execution will use the specified parallelism. - * - * @param host - * The host name or address of the master (JobManager), where the - * program should be executed. - * @param port - * The port of the master (JobManager), where the program should - * be executed. - * @param parallelism - * The parallelism to use during the execution. - * @param jarFiles - * The JAR files with code that needs to be shipped to the - * cluster. If the program uses user-defined functions, - * user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static StreamExecutionEnvironment createRemoteEnvironment( - String host, int port, int parallelism, String... jarFiles) { - RemoteStreamEnvironment env = new RemoteStreamEnvironment(host, port, jarFiles); - env.setParallelism(parallelism); - return env; - } - - /** - * Creates a {@link RemoteStreamEnvironment}. The remote environment sends - * (parts of) the program to a cluster for execution. Note that all file - * paths used in the program must be accessible from the cluster. The - * execution will use the specified parallelism. - * - * @param host - * The host name or address of the master (JobManager), where the - * program should be executed. - * @param port - * The port of the master (JobManager), where the program should - * be executed. - * @param clientConfig - * The configuration used by the client that connects to the remote cluster. - * @param jarFiles - * The JAR files with code that needs to be shipped to the - * cluster. If the program uses user-defined functions, - * user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static StreamExecutionEnvironment createRemoteEnvironment( - String host, int port, Configuration clientConfig, String... jarFiles) { - return new RemoteStreamEnvironment(host, port, clientConfig, jarFiles); - } - - /** - * Gets the default parallelism that will be used for the local execution environment created by - * {@link #createLocalEnvironment()}. - * - * @return The default local parallelism - */ - @PublicEvolving - public static int getDefaultLocalParallelism() { - return defaultLocalParallelism; - } - - /** - * Sets the default parallelism that will be used for the local execution - * environment created by {@link #createLocalEnvironment()}. - * - * @param parallelism The parallelism to use as the default local parallelism. - */ - @PublicEvolving - public static void setDefaultLocalParallelism(int parallelism) { - defaultLocalParallelism = parallelism; - } - - // -------------------------------------------------------------------------------------------- - // Methods to control the context and local environments for execution from packaged programs - // -------------------------------------------------------------------------------------------- - - protected static void initializeContextEnvironment(StreamExecutionEnvironmentFactory ctx) { - contextEnvironmentFactory.set(ctx); - } - - protected static void resetContextEnvironment() { - contextEnvironmentFactory.remove(); - } - - /** - * Registers a file at the distributed cache under the given name. The file will be accessible - * from any user-defined function in the (distributed) runtime under a local path. Files - * may be local files (which will be distributed via BlobServer), or files in a distributed file system. - * The runtime will copy the files temporarily to a local cache, if needed. - * - *

The {@link org.apache.flink.api.common.functions.RuntimeContext} can be obtained inside UDFs via - * {@link org.apache.flink.api.common.functions.RichFunction#getRuntimeContext()} and provides access - * {@link org.apache.flink.api.common.cache.DistributedCache} via - * {@link org.apache.flink.api.common.functions.RuntimeContext#getDistributedCache()}. - * - * @param filePath The path of the file, as a URI (e.g. "file:///some/path" or "hdfs://host:port/and/path") - * @param name The name under which the file is registered. - */ - public void registerCachedFile(String filePath, String name) { - registerCachedFile(filePath, name, false); - } - - /** - * Registers a file at the distributed cache under the given name. The file will be accessible - * from any user-defined function in the (distributed) runtime under a local path. Files - * may be local files (which will be distributed via BlobServer), or files in a distributed file system. - * The runtime will copy the files temporarily to a local cache, if needed. - * - *

The {@link org.apache.flink.api.common.functions.RuntimeContext} can be obtained inside UDFs via - * {@link org.apache.flink.api.common.functions.RichFunction#getRuntimeContext()} and provides access - * {@link org.apache.flink.api.common.cache.DistributedCache} via - * {@link org.apache.flink.api.common.functions.RuntimeContext#getDistributedCache()}. - * - * @param filePath The path of the file, as a URI (e.g. "file:///some/path" or "hdfs://host:port/and/path") - * @param name The name under which the file is registered. - * @param executable flag indicating whether the file should be executable - */ - public void registerCachedFile(String filePath, String name, boolean executable) { - this.cacheFile.add(new Tuple2<>(name, new DistributedCache.DistributedCacheEntry(filePath, executable))); - } -} diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index dc952713f6..960b7be4d0 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -24,14 +24,11 @@ import org.apache.flink.client.deployment.StandaloneClusterDescriptor; import org.apache.flink.client.deployment.StandaloneClusterId; import org.apache.flink.client.program.ClusterClient; -import org.apache.flink.client.program.rest.RestClusterClient; -import org.apache.flink.configuration.*; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.HighAvailabilityOptions; import org.apache.flink.core.fs.FileSystem; -import org.apache.flink.runtime.akka.AkkaUtils; import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; -import org.apache.flink.runtime.util.LeaderConnectionInfo; -import org.apache.flink.runtime.util.LeaderRetrievalUtils; -import org.apache.flink.yarn.AbstractYarnClusterDescriptor; +import org.apache.flink.yarn.YarnClientYarnClusterInformationRetriever; import org.apache.flink.yarn.YarnClusterDescriptor; import org.apache.hadoop.fs.Path; import org.apache.hadoop.yarn.api.records.ApplicationId; @@ -40,11 +37,8 @@ import org.apache.hadoop.yarn.client.api.YarnClient; import org.apache.hadoop.yarn.conf.YarnConfiguration; import org.apache.hadoop.yarn.util.ConverterUtils; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; import java.io.File; -import java.net.InetSocketAddress; import java.net.URL; import java.util.*; @@ -68,26 +62,24 @@ public static ClusterClient createClusterClient(Options launcherOptions) throws } public static ClusterClient createStandaloneClient(Options launcherOptions) throws Exception { - String flinkConfDir = launcherOptions.getFlinkconf(); - Configuration config = GlobalConfiguration.loadConfiguration(flinkConfDir); + Configuration flinkConf = launcherOptions.loadFlinkConfiguration(); - StandaloneClusterDescriptor standaloneClusterDescriptor = new StandaloneClusterDescriptor(config); - RestClusterClient clusterClient = standaloneClusterDescriptor.retrieve(StandaloneClusterId.getInstance()); + StandaloneClusterDescriptor standaloneClusterDescriptor = new StandaloneClusterDescriptor(flinkConf); + ClusterClient clusterClient = standaloneClusterDescriptor.retrieve(StandaloneClusterId.getInstance()).getClusterClient(); - LeaderConnectionInfo connectionInfo = clusterClient.getClusterConnectionInfo(); - InetSocketAddress address = AkkaUtils.getInetSocketAddressFromAkkaURL(connectionInfo.getAddress()); - config.setString(JobManagerOptions.ADDRESS, address.getAddress().getHostName()); - config.setInteger(JobManagerOptions.PORT, address.getPort()); - clusterClient.setDetached(true); +// LeaderConnectionInfo connectionInfo = clusterClient.getClusterConnectionInfo(); +// InetSocketAddress address = AkkaUtils.getInetSocketAddressFromAkkaURL(connectionInfo.getAddress()); +// config.setString(JobManagerOptions.ADDRESS, address.getAddress().getHostName()); +// config.setInteger(JobManagerOptions.PORT, address.getPort()); +// clusterClient.setDetached(true); return clusterClient; } public static ClusterClient createYarnClient(Options launcherOptions) { - Configuration flinkConfig = GlobalConfiguration.loadConfiguration(launcherOptions.getFlinkconf()); + Configuration flinkConfig = launcherOptions.loadFlinkConfiguration(); String yarnConfDir = launcherOptions.getYarnconf(); if(StringUtils.isNotBlank(yarnConfDir)) { try { - flinkConfig.setString(ConfigConstants.PATH_HADOOP_CONFIG, yarnConfDir); FileSystem.initialize(flinkConfig); YarnConfiguration yarnConf = YarnConfLoader.getYarnConf(yarnConfDir); @@ -105,16 +97,18 @@ public static ClusterClient createYarnClient(Options launcherOptions) { applicationId = ConverterUtils.toApplicationId(launcherOptions.getAppId()); } - HighAvailabilityMode highAvailabilityMode = LeaderRetrievalUtils.getRecoveryMode(flinkConfig); + HighAvailabilityMode highAvailabilityMode = HighAvailabilityMode.fromConfig(flinkConfig); if(highAvailabilityMode.equals(HighAvailabilityMode.ZOOKEEPER) && applicationId!=null){ - flinkConfig.setString(HighAvailabilityOptions.HA_CLUSTER_ID,applicationId.toString()); + flinkConfig.setString(HighAvailabilityOptions.HA_CLUSTER_ID, applicationId.toString()); } - - AbstractYarnClusterDescriptor yarnClusterDescriptor = getClusterDescriptor(launcherOptions, yarnClient, yarnConf, flinkConfig); - ClusterClient clusterClient = yarnClusterDescriptor.retrieve(applicationId); - clusterClient.setDetached(true); - - return clusterClient; +// YarnClusterDescriptor yarnClusterDescriptor = getClusterDescriptor(launcherOptions, yarnClient, yarnConf, flinkConfig); + YarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor( + flinkConfig, + yarnConf, + yarnClient, + YarnClientYarnClusterInformationRetriever.create(yarnClient), + true); + return yarnClusterDescriptor.retrieve(applicationId).getClusterClient(); } catch(Exception e) { throw new RuntimeException(e); } @@ -123,11 +117,16 @@ public static ClusterClient createYarnClient(Options launcherOptions) { throw new UnsupportedOperationException("Haven't been developed yet!"); } - private static AbstractYarnClusterDescriptor getClusterDescriptor(Options launcherOptions, + private static YarnClusterDescriptor getClusterDescriptor(Options launcherOptions, YarnClient yarnClient, YarnConfiguration yarnConf, Configuration flinkConfig) throws Exception{ - AbstractYarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor(flinkConfig, yarnConf, "", yarnClient, true); + YarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor( + flinkConfig, + yarnConf, + yarnClient, + YarnClientYarnClusterInformationRetriever.create(yarnClient), + true); // plugin dependent on shipfile if (StringUtils.isNotEmpty(launcherOptions.getPluginLoadMode()) && "shipfile".equalsIgnoreCase(launcherOptions.getPluginLoadMode())) { @@ -149,10 +148,9 @@ private static AbstractYarnClusterDescriptor getClusterDescriptor(Options launch } } - yarnClusterDescriptor.setProvidedUserJarFiles(classpaths); +// yarnClusterDescriptor.setProvidedUserJarFiles(classpaths); } - yarnClusterDescriptor.setName(launcherOptions.getJobid()); return yarnClusterDescriptor; } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 91a4bd1409..06f83dbb14 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -22,13 +22,17 @@ import com.dtstack.flinkx.config.ContentConfig; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.enums.ClusterMode; -import com.dtstack.flinkx.launcher.perjob.PerJobSubmitter; +import com.dtstack.flinkx.launcher.perJob.PerJobSubmitter; import com.dtstack.flinkx.options.OptionParser; import com.dtstack.flinkx.options.Options; import com.dtstack.flinkx.util.SysUtil; import org.apache.commons.lang.StringUtils; +import org.apache.flink.client.ClientUtils; import org.apache.flink.client.program.ClusterClient; import org.apache.flink.client.program.PackagedProgram; +import org.apache.flink.client.program.PackagedProgramUtils; +import org.apache.flink.configuration.ConfigConstants; +import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.util.Preconditions; import org.slf4j.LoggerFactory; @@ -45,8 +49,9 @@ /** * FlinkX commandline Launcher - * + *

* Company: www.dtstack.com + * * @author huyifan.zju@163.com */ public class Launcher { @@ -56,11 +61,63 @@ public class Launcher { public static final String KEY_HADOOP_HOME = "HADOOP_HOME"; public static final String PLUGINS_DIR_NAME = "plugins"; - public static final String CORE_JAR_NAME_PREFIX = "flinkx"; - private static List analyzeUserClasspath(String content, String pluginRoot) { + public static void main(String[] args) throws Exception { + setLogLevel(Level.DEBUG.toString()); + OptionParser optionParser = new OptionParser(args); + Options launcherOptions = optionParser.getOptions(); + findDefaultConfigDir(launcherOptions); + List argList = optionParser.getProgramExeArgList(); + switch (ClusterMode.getByName(launcherOptions.getMode())) { + case local: + com.dtstack.flinkx.Main.main(argList.toArray(new String[0])); + break; + case standalone: + case yarn: + ClusterClient clusterClient = ClusterClientFactory.createClusterClient(launcherOptions); + argList.add("-monitor"); + argList.add(clusterClient.getWebInterfaceURL()); + ClientUtils.submitJob(clusterClient, buildJobGraph(launcherOptions, argList.toArray(new String[0]))); + break; + case yarnPer: + String confProp = launcherOptions.getConfProp(); + if (StringUtils.isBlank(confProp)) { + throw new IllegalArgumentException("per-job mode must have confProp!"); + } + String libJar = launcherOptions.getFlinkLibJar(); + if (StringUtils.isBlank(libJar)) { + throw new IllegalArgumentException("per-job mode must have flink lib path!"); + } + argList.add("-monitor"); + argList.add("application_default"); + PerJobSubmitter.submit(launcherOptions, buildJobGraph(launcherOptions, argList.toArray(new String[0]))); + } + } + + private static JobGraph buildJobGraph(Options launcherOptions, String[] remoteArgs) throws Exception { + String pluginRoot = launcherOptions.getPluginRoot(); + String content = launcherOptions.getJob(); + String coreJarName = getCoreJarFileName(pluginRoot); + File jarFile = new File(pluginRoot + File.separator + coreJarName); + List urlList = analyzeUserClasspath(content, pluginRoot); + SavepointRestoreSettings savepointRestoreSettings = SavepointRestoreSettings.none(); + if (StringUtils.isNotEmpty(launcherOptions.getS())) { + savepointRestoreSettings = SavepointRestoreSettings.forPath(launcherOptions.getS()); + } + PackagedProgram program = PackagedProgram.newBuilder() + .setJarFile(jarFile) + .setUserClassPaths(urlList) + .setEntryPointClassName("com.dtstack.flinkx.Main") + .setConfiguration(launcherOptions.loadFlinkConfiguration()) + .setSavepointRestoreSettings(savepointRestoreSettings) + .setArguments(remoteArgs) + .build(); + return PackagedProgramUtils.createJobGraph(program, launcherOptions.loadFlinkConfiguration(), Integer.parseInt(launcherOptions.getParallelism()), false); + } + + private static List analyzeUserClasspath(String content, String pluginRoot) { List urlList = new ArrayList<>(); String jobJson = readJob(content); @@ -86,61 +143,6 @@ private static List analyzeUserClasspath(String content, String pluginRoot) return urlList; } - public static void main(String[] args) throws Exception { - setLogLevel(Level.INFO.toString()); - OptionParser optionParser = new OptionParser(args); - Options launcherOptions = optionParser.getOptions(); - findDefaultConfigDir(launcherOptions); - - String mode = launcherOptions.getMode(); - List argList = optionParser.getProgramExeArgList(); - if(mode.equals(ClusterMode.local.name())) { - String[] localArgs = argList.toArray(new String[argList.size()]); - com.dtstack.flinkx.Main.main(localArgs); - } else { - String pluginRoot = launcherOptions.getPluginRoot(); - String content = launcherOptions.getJob(); - String coreJarName = getCoreJarFileName(pluginRoot); - File jarFile = new File(pluginRoot + File.separator + coreJarName); - List urlList = analyzeUserClasspath(content, pluginRoot); - if(!ClusterMode.yarnPer.name().equals(mode)){ - ClusterClient clusterClient = ClusterClientFactory.createClusterClient(launcherOptions); - String monitor = clusterClient.getWebInterfaceURL(); - argList.add("-monitor"); - argList.add(monitor); - - String[] remoteArgs = argList.toArray(new String[0]); - - ClassLoaderType classLoaderType = ClassLoaderType.getByClassMode(launcherOptions.getPluginLoadMode()); - PackagedProgram program = new PackagedProgram(jarFile, urlList, classLoaderType, "com.dtstack.flinkx.Main", remoteArgs); - - if (StringUtils.isNotEmpty(launcherOptions.getS())){ - program.setSavepointRestoreSettings(SavepointRestoreSettings.forPath(launcherOptions.getS())); - } - - clusterClient.run(program, Integer.parseInt(launcherOptions.getParallelism())); - clusterClient.shutdown(); - }else{ - String confProp = launcherOptions.getConfProp(); - if (StringUtils.isBlank(confProp)){ - throw new IllegalArgumentException("per-job mode must have confProp!"); - } - - String libJar = launcherOptions.getFlinkLibJar(); - if (StringUtils.isBlank(libJar)){ - throw new IllegalArgumentException("per-job mode must have flink lib path!"); - } - - argList.add("-monitor"); - argList.add(""); - - //jdk内在优化，使用空数组效率更高 - String[] remoteArgs = argList.toArray(new String[0]); - PerJobSubmitter.submit(launcherOptions, jarFile, remoteArgs); - } - } - } - private static void findDefaultConfigDir(Options launcherOptions) { findDefaultPluginRoot(launcherOptions); @@ -176,7 +178,7 @@ private static void findDefaultFlinkConf(Options launcherOptions) { String flinkHome = getSystemProperty(KEY_FLINK_HOME); if (StringUtils.isNotEmpty(flinkHome)) { flinkHome = flinkHome.trim(); - if (flinkHome.endsWith(File.separator)){ + if (flinkHome.endsWith(File.separator)) { flinkHome = flinkHome.substring(0, flinkHome.lastIndexOf(File.separator)); } @@ -187,21 +189,20 @@ private static void findDefaultFlinkConf(Options launcherOptions) { private static void findDefaultPluginRoot(Options launcherOptions) { String pluginRoot = launcherOptions.getPluginRoot(); - if (StringUtils.isNotEmpty(pluginRoot)) { - return; - } + if (StringUtils.isEmpty(pluginRoot)) { + String flinkxHome = getSystemProperty(KEY_FLINKX_HOME); + if (StringUtils.isNotEmpty(flinkxHome)) { + flinkxHome = flinkxHome.trim(); + if (flinkxHome.endsWith(File.separator)) { + pluginRoot = flinkxHome + PLUGINS_DIR_NAME; + } else { + pluginRoot = flinkxHome + File.separator + PLUGINS_DIR_NAME; + } - String flinkxHome = getSystemProperty(KEY_FLINKX_HOME); - if (StringUtils.isNotEmpty(flinkxHome)) { - flinkxHome = flinkxHome.trim(); - if (flinkxHome.endsWith(File.separator)) { - pluginRoot = flinkxHome + PLUGINS_DIR_NAME; - } else { - pluginRoot = flinkxHome + File.separator + PLUGINS_DIR_NAME; + launcherOptions.setPluginRoot(pluginRoot); } - - launcherOptions.setPluginRoot(pluginRoot); } + System.setProperty(ConfigConstants.ENV_FLINK_PLUGINS_DIR, pluginRoot); } private static String getSystemProperty(String name) { @@ -213,10 +214,10 @@ private static String getSystemProperty(String name) { return property; } - private static String getCoreJarFileName (String pluginRoot) throws FileNotFoundException{ + private static String getCoreJarFileName(String pluginRoot) throws FileNotFoundException { String coreJarFileName = null; File pluginDir = new File(pluginRoot); - if (pluginDir.exists() && pluginDir.isDirectory()){ + if (pluginDir.exists() && pluginDir.isDirectory()) { File[] jarFiles = pluginDir.listFiles(new FilenameFilter() { @Override public boolean accept(File dir, String name) { @@ -224,12 +225,12 @@ public boolean accept(File dir, String name) { } }); - if (jarFiles != null && jarFiles.length > 0){ + if (jarFiles != null && jarFiles.length > 0) { coreJarFileName = jarFiles[0].getName(); } } - if (StringUtils.isEmpty(coreJarFileName)){ + if (StringUtils.isEmpty(coreJarFileName)) { throw new FileNotFoundException("Can not find core jar file in path:" + pluginRoot); } @@ -244,15 +245,15 @@ private static String readJob(String job) { in.read(fileContent); in.close(); return new String(fileContent, StandardCharsets.UTF_8); - } catch (Exception e){ + } catch (Exception e) { throw new RuntimeException(e); } } - private static void setLogLevel(String level){ - LoggerContext loggerContext= (LoggerContext) LoggerFactory.getILoggerFactory(); + private static void setLogLevel(String level) { + LoggerContext loggerContext = (LoggerContext) LoggerFactory.getILoggerFactory(); //设置全局日志级别 - ch.qos.logback.classic.Logger logger=loggerContext.getLogger("root"); + ch.qos.logback.classic.Logger logger = loggerContext.getLogger("root"); logger.setLevel(Level.toLevel(level)); } } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobResourceUtil.java similarity index 87% rename from flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java rename to flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobResourceUtil.java index c0cf771e7b..50401dc3e8 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobResourceUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.launcher.perjob; +package com.dtstack.flinkx.launcher.perJob; import com.dtstack.flinkx.util.ValueUtil; import org.apache.flink.client.deployment.ClusterSpecification; @@ -37,7 +37,7 @@ public class FlinkPerJobResourceUtil { public final static String JOBMANAGER_MEMORY_MB = "jobmanager.memory.mb"; public final static String TASKMANAGER_MEMORY_MB = "taskmanager.memory.mb"; - public final static String NUMBER_TASK_MANAGERS = "taskmanager.num"; +// public final static String NUMBER_TASK_MANAGERS = "taskmanager.num"; public final static String SLOTS_PER_TASKMANAGER = "taskmanager.slots"; /** @@ -48,7 +48,6 @@ public class FlinkPerJobResourceUtil { public static ClusterSpecification createClusterSpecification(Properties conProp){ int jobmanagerMemoryMb = 768; int taskmanagerMemoryMb = 768; - int numberTaskManagers = 1; int slotsPerTaskManager = 1; if(conProp != null){ @@ -58,11 +57,6 @@ public static ClusterSpecification createClusterSpecification(Properties conProp if(conProp.contains(TASKMANAGER_MEMORY_MB)){ taskmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TASKMANAGER_MEMORY_MB))); } - - if (conProp.containsKey(NUMBER_TASK_MANAGERS)){ - numberTaskManagers = ValueUtil.getInt(conProp.get(NUMBER_TASK_MANAGERS)); - } - if (conProp.containsKey(SLOTS_PER_TASKMANAGER)){ slotsPerTaskManager = ValueUtil.getInt(conProp.get(SLOTS_PER_TASKMANAGER)); } @@ -71,7 +65,6 @@ public static ClusterSpecification createClusterSpecification(Properties conProp return new ClusterSpecification.ClusterSpecificationBuilder() .setMasterMemoryMB(jobmanagerMemoryMb) .setTaskManagerMemoryMB(taskmanagerMemoryMb) - .setNumberTaskManagers(numberTaskManagers) .setSlotsPerTaskManager(slotsPerTaskManager) .createClusterSpecification(); } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java similarity index 66% rename from flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java rename to flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java index 998ee73516..23078e97f9 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -15,15 +15,16 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.launcher.perjob; +package com.dtstack.flinkx.launcher.perJob; -import com.dtstack.flinkx.launcher.PluginUtil; +import com.dtstack.flinkx.launcher.YarnConfLoader; import com.dtstack.flinkx.options.Options; import org.apache.commons.lang.StringUtils; import org.apache.flink.configuration.Configuration; +import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.security.SecurityConfiguration; import org.apache.flink.runtime.security.SecurityUtils; -import org.apache.flink.yarn.AbstractYarnClusterDescriptor; +import org.apache.flink.yarn.YarnClientYarnClusterInformationRetriever; import org.apache.flink.yarn.YarnClusterDescriptor; import org.apache.flink.yarn.cli.FlinkYarnSessionCli; import org.apache.hadoop.fs.Path; @@ -34,7 +35,9 @@ import java.io.File; import java.net.MalformedURLException; -import java.util.*; +import java.util.ArrayList; +import java.util.List; +import java.util.Properties; /** * Date: 2019/09/11 @@ -42,21 +45,29 @@ * @author tudou */ public class PerJobClusterClientBuilder { - private static final Logger LOG = LoggerFactory.getLogger(PerJobClusterClientBuilder.class); private YarnClient yarnClient; private YarnConfiguration yarnConf; + private Configuration flinkConfig; + /** * init yarnClient + * @param launcherOptions flinkx args + * @param conProp flink args */ - public void init(YarnConfiguration yarnConf, Configuration flinkConfig, Properties userConf) throws Exception { - userConf.forEach((key, val) -> flinkConfig.setString(key.toString(), val.toString())); + public void init(Options launcherOptions, Properties conProp) throws Exception { + String yarnConfDir = launcherOptions.getYarnconf(); + if(StringUtils.isBlank(yarnConfDir)) { + throw new RuntimeException("parameters of yarn is required"); + } + flinkConfig = launcherOptions.loadFlinkConfiguration(); + conProp.forEach((key, val) -> flinkConfig.setString(key.toString(), val.toString())); SecurityUtils.install(new SecurityConfiguration(flinkConfig)); - this.yarnConf = yarnConf; + yarnConf = YarnConfLoader.getYarnConf(yarnConfDir); yarnClient = YarnClient.createYarnClient(); yarnClient.init(yarnConf); yarnClient.start(); @@ -67,12 +78,13 @@ public void init(YarnConfiguration yarnConf, Configuration flinkConfig, Properti /** * create a yarn cluster descriptor which is used to start the application master * @param confProp taskParams - * @param options LauncherOptions + * @param launcherOptions LauncherOptions + * @param jobGraph JobGraph * @return * @throws MalformedURLException */ - public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, Options options) throws MalformedURLException { - String flinkJarPath = options.getFlinkLibJar(); + public YarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, Options launcherOptions, JobGraph jobGraph) throws MalformedURLException { + String flinkJarPath = launcherOptions.getFlinkLibJar(); if (StringUtils.isNotBlank(flinkJarPath)) { if (!new File(flinkJarPath).exists()) { throw new IllegalArgumentException("The Flink jar path is not exist"); @@ -83,9 +95,12 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co Configuration conf = new Configuration(); confProp.forEach((key, value) -> conf.setString(key.toString(), value.toString())); - - AbstractYarnClusterDescriptor descriptor = new YarnClusterDescriptor(conf, yarnConf, options.getFlinkconf(), yarnClient, false); - descriptor.setName(options.getJobid()); + YarnClusterDescriptor descriptor = new YarnClusterDescriptor( + flinkConfig, + yarnConf, + yarnClient, + YarnClientYarnClusterInformationRetriever.create(yarnClient), + false); List shipFiles = new ArrayList<>(); File[] jars = new File(flinkJarPath).listFiles(); @@ -99,20 +114,11 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co } } -// if (StringUtils.equalsIgnoreCase(options.getPluginLoadMode(), "shipfile")) { -// List files = PluginUtil.getAllPluginPath(options.getPluginRoot()); -// shipFiles.addAll(files); -// } - - if (StringUtils.isNotBlank(options.getQueue())) { - descriptor.setQueue(options.getQueue()); - } - - File log4j = new File(options.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); if(log4j.exists()){ shipFiles.add(log4j); }else{ - File logback = new File(options.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); + File logback = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); if(logback.exists()){ shipFiles.add(logback); } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java new file mode 100644 index 0000000000..a0daae8cd6 --- /dev/null +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java @@ -0,0 +1,62 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.launcher.perJob; + +import com.dtstack.flinkx.options.Options; +import com.dtstack.flinkx.util.MapUtil; +import org.apache.flink.client.deployment.ClusterSpecification; +import org.apache.flink.client.program.ClusterClientProvider; +import org.apache.flink.runtime.jobgraph.JobGraph; +import org.apache.flink.yarn.YarnClusterDescriptor; +import org.apache.hadoop.yarn.api.records.ApplicationId; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.Properties; + +/** + * Date: 2019/09/11 + * Company: www.dtstack.com + * @author tudou + */ +public class PerJobSubmitter { + private static final Logger LOG = LoggerFactory.getLogger(PerJobSubmitter.class); + + /** + * submit per-job task + * @param options LauncherOptions + * @param jobGraph JobGraph + * @return + * @throws Exception + */ + public static String submit(Options options, JobGraph jobGraph) throws Exception{ + LOG.info("start to submit per-job task, options = {}", options.toString()); + Properties conProp = MapUtil.jsonStrToObject(options.getConfProp(), Properties.class); + ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp); + PerJobClusterClientBuilder perJobClusterClientBuilder = new PerJobClusterClientBuilder(); + perJobClusterClientBuilder.init(options, conProp); + + YarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, options, jobGraph); + ClusterClientProvider provider = descriptor.deployJobCluster(clusterSpecification, jobGraph, true); + String applicationId = provider.getClusterClient().getClusterId().toString(); + String flinkJobId = jobGraph.getJobID().toString(); + LOG.info("deploy per_job with appId: {}}, jobId: {}", applicationId, flinkJobId); + return applicationId; + } +} \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java deleted file mode 100644 index d42f744a05..0000000000 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java +++ /dev/null @@ -1,94 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.launcher.perjob; - -import com.dtstack.flinkx.launcher.ClassLoaderType; -import com.dtstack.flinkx.launcher.YarnConfLoader; -import com.dtstack.flinkx.options.Options; -import com.dtstack.flinkx.util.MapUtil; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.client.deployment.ClusterSpecification; -import org.apache.flink.client.program.ClusterClient; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.GlobalConfiguration; -import org.apache.flink.runtime.jobgraph.JobGraph; -import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; -import org.apache.flink.yarn.AbstractYarnClusterDescriptor; -import org.apache.hadoop.yarn.api.records.ApplicationId; -import org.apache.hadoop.yarn.conf.YarnConfiguration; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.io.File; -import java.util.ArrayList; -import java.util.Properties; - -/** - * Date: 2019/09/11 - * Company: www.dtstack.com - * @author tudou - */ -public class PerJobSubmitter { - private static final Logger LOG = LoggerFactory.getLogger(PerJobSubmitter.class); - - /** - * submit per-job task - * @param options LauncherOptions - * @return - * @throws Exception - */ - public static String submit(Options options, File jarFile, String[] programArgs) throws Exception{ - LOG.info("start to submit per-job task, LauncherOptions = {}", options.toString()); - - if (StringUtils.isEmpty(options.getYarnconf())) { - throw new RuntimeException("parameters of yarn is required"); - } - - YarnConfiguration yarnConf = StringUtils.isEmpty(options.getYarnconf()) ? new YarnConfiguration() : YarnConfLoader.getYarnConf(options.getYarnconf()); - Configuration flinkConfig = StringUtils.isEmpty(options.getFlinkconf()) ? new Configuration() : GlobalConfiguration.loadConfiguration(options.getFlinkconf()); - flinkConfig.setString("classloader.resolve-order", "child-first"); - - Properties conProp = MapUtil.jsonStrToObject(options.getConfProp(), Properties.class); - ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp); - clusterSpecification.setCreateProgramDelay(true); - clusterSpecification.setConfiguration(flinkConfig); - clusterSpecification.setClasspaths(new ArrayList<>()); - clusterSpecification.setEntryPointClass("com.dtstack.flinkx.Main"); - clusterSpecification.setJarFile(jarFile); - - if (StringUtils.isNotEmpty(options.getS())) { - clusterSpecification.setSpSetting(SavepointRestoreSettings.forPath(options.getS())); - } - - clusterSpecification.setProgramArgs(programArgs); - clusterSpecification.setCreateProgramDelay(true); - clusterSpecification.setYarnConfiguration(yarnConf); - - clusterSpecification.setClassLoaderType(ClassLoaderType.PARENT_FIRST_CACHE); - - PerJobClusterClientBuilder perJobClusterClientBuilder = new PerJobClusterClientBuilder(); - perJobClusterClientBuilder.init(yarnConf, flinkConfig, conProp); - - AbstractYarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, options); - ClusterClient clusterClient = descriptor.deployJobCluster(clusterSpecification, new JobGraph(), true); - String applicationId = clusterClient.getClusterId().toString(); - LOG.info("deploy per_job with appId: {}", applicationId); - return applicationId; - } -} \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java deleted file mode 100644 index 2e12164d90..0000000000 --- a/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java +++ /dev/null @@ -1,259 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.client.deployment; - -import com.dtstack.flinkx.launcher.ClassLoaderType; -import org.apache.flink.client.program.PackagedProgram; -import org.apache.flink.configuration.ConfigConstants; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.JobManagerOptions; -import org.apache.flink.configuration.TaskManagerOptions; -import org.apache.flink.runtime.jobgraph.JobGraph; -import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; -import org.apache.hadoop.yarn.conf.YarnConfiguration; - -import java.io.File; -import java.net.URL; -import java.util.List; - -/** - * Description of the cluster to start by the {@link ClusterDescriptor}. - */ -public final class ClusterSpecification { - private final int masterMemoryMB; - private final int taskManagerMemoryMB; - private final int numberTaskManagers; - private final int slotsPerTaskManager; - private final int priority; - - private int parallelism; - private Configuration configuration; - private YarnConfiguration yarnConfiguration; - private JobGraph jobGraph; - private SavepointRestoreSettings spSetting; - private List classpaths; - private String entryPointClass; - private String[] programArgs; - private File jarFile; - private boolean createProgramDelay = false; - private PackagedProgram program; - private ClassLoaderType classLoaderType = ClassLoaderType.PARENT_FIRST; - - private ClusterSpecification(int masterMemoryMB, int taskManagerMemoryMB, int numberTaskManagers, int slotsPerTaskManager, int parallelism, int priority) { - this.masterMemoryMB = masterMemoryMB; - this.taskManagerMemoryMB = taskManagerMemoryMB; - this.numberTaskManagers = numberTaskManagers; - this.slotsPerTaskManager = slotsPerTaskManager; - this.parallelism = parallelism; - this.priority = priority; - } - - public PackagedProgram getProgram() { - return program; - } - - public void setProgram(PackagedProgram program) { - this.program = program; - } - - public YarnConfiguration getYarnConfiguration() { - return yarnConfiguration; - } - - public void setYarnConfiguration(YarnConfiguration yarnConfiguration) { - this.yarnConfiguration = yarnConfiguration; - } - - public JobGraph getJobGraph() { - return jobGraph; - } - - public void setJobGraph(JobGraph jobGraph) { - this.jobGraph = jobGraph; - } - - public int getParallelism() { - return parallelism; - } - - public void setParallelism(int parallelism) { - this.parallelism = parallelism; - } - - public Configuration getConfiguration() { - return configuration; - } - - public void setConfiguration(Configuration configuration) { - this.configuration = configuration; - } - - public int getMasterMemoryMB() { - return masterMemoryMB; - } - - public int getTaskManagerMemoryMB() { - return taskManagerMemoryMB; - } - - public int getNumberTaskManagers() { - return numberTaskManagers; - } - - public int getSlotsPerTaskManager() { - return slotsPerTaskManager; - } - - public int getPriority(){ - return priority; - } - - public SavepointRestoreSettings getSpSetting() { - return spSetting; - } - - public void setSpSetting(SavepointRestoreSettings spSetting) { - this.spSetting = spSetting; - } - - public List getClasspaths() { - return classpaths; - } - - public void setClasspaths(List classpaths) { - this.classpaths = classpaths; - } - - public String getEntryPointClass() { - return entryPointClass; - } - - public void setEntryPointClass(String entryPointClass) { - this.entryPointClass = entryPointClass; - } - - public String[] getProgramArgs() { - return programArgs; - } - - public void setProgramArgs(String[] programArgs) { - this.programArgs = programArgs; - } - - public File getJarFile() { - return jarFile; - } - - public void setJarFile(File jarFile) { - this.jarFile = jarFile; - } - - public boolean isCreateProgramDelay() { - return createProgramDelay; - } - - public void setCreateProgramDelay(boolean createProgramDelay) { - this.createProgramDelay = createProgramDelay; - } - - public ClassLoaderType getClassLoaderType() { - return classLoaderType; - } - - public void setClassLoaderType(ClassLoaderType classLoaderType) { - this.classLoaderType = classLoaderType; - } - - @Override - public String toString() { - return "ClusterSpecification{" + - "masterMemoryMB=" + masterMemoryMB + - ", taskManagerMemoryMB=" + taskManagerMemoryMB + - ", numberTaskManagers=" + numberTaskManagers + - ", slotsPerTaskManager=" + slotsPerTaskManager + - ", priority=" + priority + - '}'; - } - - public static ClusterSpecification fromConfiguration(Configuration configuration) { - int slots = configuration.getInteger(ConfigConstants.TASK_MANAGER_NUM_TASK_SLOTS, 1); - - int jobManagerMemoryMb = configuration.getInteger(JobManagerOptions.JOB_MANAGER_HEAP_MEMORY_MB); - int taskManagerMemoryMb = configuration.getInteger(TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY_MB); - - return new ClusterSpecificationBuilder() - .setMasterMemoryMB(jobManagerMemoryMb) - .setTaskManagerMemoryMB(taskManagerMemoryMb) - .setNumberTaskManagers(1) - .setSlotsPerTaskManager(slots) - .createClusterSpecification(); - } - - /** - * Builder for the {@link ClusterSpecification} instance. - */ - public static class ClusterSpecificationBuilder { - private int masterMemoryMB = 768; - private int taskManagerMemoryMB = 768; - private int numberTaskManagers = 1; - private int slotsPerTaskManager = 1; - private int parallelism = 1; - private int priority = 0; - - public ClusterSpecificationBuilder setMasterMemoryMB(int masterMemoryMB) { - this.masterMemoryMB = masterMemoryMB; - return this; - } - - public ClusterSpecificationBuilder setTaskManagerMemoryMB(int taskManagerMemoryMB) { - this.taskManagerMemoryMB = taskManagerMemoryMB; - return this; - } - - public ClusterSpecificationBuilder setNumberTaskManagers(int numberTaskManagers) { - this.numberTaskManagers = numberTaskManagers; - return this; - } - - public ClusterSpecificationBuilder setSlotsPerTaskManager(int slotsPerTaskManager) { - this.slotsPerTaskManager = slotsPerTaskManager; - return this; - } - - public ClusterSpecificationBuilder setPriority(int priority){ - this.priority = priority; - return this; - } - - public ClusterSpecificationBuilder setParallelism(int parallelism) { - this.parallelism = parallelism; - return this; - } - - public ClusterSpecification createClusterSpecification() { - return new ClusterSpecification( - masterMemoryMB, - taskManagerMemoryMB, - numberTaskManagers, - slotsPerTaskManager, - parallelism, - priority); - } - } -} diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/program/JobWithJars.java b/flinkx-launcher/src/main/java/org/apache/flink/client/program/JobWithJars.java deleted file mode 100644 index 41961ee3e0..0000000000 --- a/flinkx-launcher/src/main/java/org/apache/flink/client/program/JobWithJars.java +++ /dev/null @@ -1,161 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.client.program; - -import com.dtstack.flinkx.launcher.ClassLoaderType; -import org.apache.commons.lang3.StringUtils; -import org.apache.flink.api.common.Plan; -import org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders; - -import java.io.File; -import java.io.IOException; -import java.net.URISyntaxException; -import java.net.URL; -import java.net.URLClassLoader; -import java.util.*; -import java.util.concurrent.ConcurrentHashMap; - -/** - * A JobWithJars is a Flink dataflow plan, together with a bunch of JAR files that contain - * the classes of the functions and libraries necessary for the execution. - */ -public class JobWithJars { - - private Plan plan; - - private List jarFiles; - - /** - * classpaths that are needed during user code execution. - */ - private List classpaths; - - private ClassLoader userCodeClassLoader; - - private static Map cacheClassLoader = new ConcurrentHashMap<>(); - - - public JobWithJars(Plan plan, List jarFiles, List classpaths) throws IOException { - this.plan = plan; - this.jarFiles = new ArrayList(jarFiles.size()); - this.classpaths = new ArrayList(classpaths.size()); - - for (URL jarFile: jarFiles) { - checkJarFile(jarFile); - this.jarFiles.add(jarFile); - } - - for (URL path: classpaths) { - this.classpaths.add(path); - } - } - - public JobWithJars(Plan plan, URL jarFile) throws IOException { - this.plan = plan; - - checkJarFile(jarFile); - this.jarFiles = Collections.singletonList(jarFile); - this.classpaths = Collections.emptyList(); - } - - JobWithJars(Plan plan, List jarFiles, List classpaths, ClassLoader userCodeClassLoader) { - this.plan = plan; - this.jarFiles = jarFiles; - this.classpaths = classpaths; - this.userCodeClassLoader = userCodeClassLoader; - } - - /** - * Returns the plan. - */ - public Plan getPlan() { - return this.plan; - } - - /** - * Returns list of jar files that need to be submitted with the plan. - */ - public List getJarFiles() { - return this.jarFiles; - } - - /** - * Returns list of classpaths that need to be submitted with the plan. - */ - public List getClasspaths() { - return classpaths; - } - - /** - * Gets the {@link ClassLoader} that must be used to load user code classes. - * - * @return The user code ClassLoader. - */ - public ClassLoader getUserCodeClassLoader() { - if (this.userCodeClassLoader == null) { - this.userCodeClassLoader = buildUserCodeClassLoader(jarFiles, classpaths, getClass().getClassLoader(), ClassLoaderType.PARENT_FIRST); - } - return this.userCodeClassLoader; - } - - public static void checkJarFile(URL jar) throws IOException { - File jarFile; - try { - jarFile = new File(jar.toURI()); - } catch (URISyntaxException e) { - throw new IOException("JAR file path is invalid '" + jar + "'"); - } - if (!jarFile.exists()) { - throw new IOException("JAR file does not exist '" + jarFile.getAbsolutePath() + "'"); - } - if (!jarFile.canRead()) { - throw new IOException("JAR file can't be read '" + jarFile.getAbsolutePath() + "'"); - } - // TODO: Check if proper JAR file - } - - public static ClassLoader buildUserCodeClassLoader(List jars, List classpaths, ClassLoader parent, ClassLoaderType classLoaderType) { - if (ClassLoaderType.NONE == classLoaderType) { - return parent; - } - URL[] urls = new URL[jars.size() + classpaths.size()]; - for (int i = 0; i < jars.size(); i++) { - urls[i] = jars.get(i); - } - for (int i = 0; i < classpaths.size(); i++) { - urls[i + jars.size()] = classpaths.get(i); - } - switch (classLoaderType) { - case CHILD_FIRST_CACHE: - Arrays.sort(urls, Comparator.comparing(URL::toString)); - String jarsKeyChild = StringUtils.join(urls, "_"); - return cacheClassLoader.computeIfAbsent(jarsKeyChild, k -> FlinkUserCodeClassLoaders.childFirst(urls, parent, new String[]{})); - case PARENT_FIRST_CACHE: - Arrays.sort(urls, Comparator.comparing(URL::toString)); - String jarsKeyParent = StringUtils.join(urls, "_"); - return cacheClassLoader.computeIfAbsent(jarsKeyParent, k -> FlinkUserCodeClassLoaders.parentFirst(urls, parent)); - case CHILD_FIRST: - return FlinkUserCodeClassLoaders.childFirst(urls, parent, new String[]{}); - case PARENT_FIRST: - return FlinkUserCodeClassLoaders.parentFirst(urls, parent); - default: - return FlinkUserCodeClassLoaders.parentFirst(urls, parent); - } - } -} diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/program/PackagedProgram.java b/flinkx-launcher/src/main/java/org/apache/flink/client/program/PackagedProgram.java deleted file mode 100644 index b56000f4c6..0000000000 --- a/flinkx-launcher/src/main/java/org/apache/flink/client/program/PackagedProgram.java +++ /dev/null @@ -1,773 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.client.program; - -import com.dtstack.flinkx.launcher.ClassLoaderType; -import org.apache.flink.api.common.Plan; -import org.apache.flink.api.common.Program; -import org.apache.flink.api.common.ProgramDescription; -import org.apache.flink.optimizer.Optimizer; -import org.apache.flink.optimizer.dag.DataSinkNode; -import org.apache.flink.optimizer.plandump.PlanJSONDumpGenerator; -import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; -import org.apache.flink.util.InstantiationUtil; - -import javax.annotation.Nullable; -import java.io.*; -import java.lang.reflect.InvocationTargetException; -import java.lang.reflect.Method; -import java.lang.reflect.Modifier; -import java.net.MalformedURLException; -import java.net.URISyntaxException; -import java.net.URL; -import java.util.*; -import java.util.jar.Attributes; -import java.util.jar.JarEntry; -import java.util.jar.JarFile; -import java.util.jar.Manifest; - -/** - * This class encapsulates represents a program, packaged in a jar file. It supplies - * functionality to extract nested libraries, search for the program entry point, and extract - * a program plan. - */ -public class PackagedProgram { - - /** - * Property name of the entry in JAR manifest file that describes the Flink specific entry point. - */ - public static final String MANIFEST_ATTRIBUTE_ASSEMBLER_CLASS = "program-class"; - - /** - * Property name of the entry in JAR manifest file that describes the class with the main method. - */ - public static final String MANIFEST_ATTRIBUTE_MAIN_CLASS = "Main-Class"; - - // -------------------------------------------------------------------------------------------- - - private final URL jarFile; - - private final String[] args; - - private final Program program; - - private final Class mainClass; - - private final List extractedTempLibraries; - - private final List classpaths; - - private ClassLoader userCodeClassLoader; - - private Plan plan; - - private SavepointRestoreSettings savepointSettings = SavepointRestoreSettings.none(); - - /** - * Creates an instance that wraps the plan defined in the jar file using the given - * argument. - * - * @param jarFile - * The jar file which contains the plan and a Manifest which defines - * the program-class - * @param args - * Optional. The arguments used to create the pact plan, depend on - * implementation of the pact plan. See getDescription(). - * @throws ProgramInvocationException - * This invocation is thrown if the Program can't be properly loaded. Causes - * may be a missing / wrong class or manifest files. - */ - public PackagedProgram(File jarFile, String... args) throws ProgramInvocationException { - this(jarFile, Collections.emptyList(), null, args); - } - - /** - * Creates an instance that wraps the plan defined in the jar file using the given - * argument. - * - * @param jarFile - * The jar file which contains the plan and a Manifest which defines - * the program-class - * @param classpaths - * Additional classpath URLs needed by the Program. - * @param args - * Optional. The arguments used to create the pact plan, depend on - * implementation of the pact plan. See getDescription(). - * @throws ProgramInvocationException - * This invocation is thrown if the Program can't be properly loaded. Causes - * may be a missing / wrong class or manifest files. - */ - public PackagedProgram(File jarFile, List classpaths, ClassLoaderType classLoaderType, String... args) throws ProgramInvocationException { - this(jarFile, classpaths, classLoaderType, null, args); - } - - /** - * Creates an instance that wraps the plan defined in the jar file using the given - * arguments. For generating the plan the class defined in the className parameter - * is used. - * - * @param jarFile - * The jar file which contains the plan. - * @param entryPointClassName - * Name of the class which generates the plan. Overrides the class defined - * in the jar file manifest - * @param args - * Optional. The arguments used to create the pact plan, depend on - * implementation of the pact plan. See getDescription(). - * @throws ProgramInvocationException - * This invocation is thrown if the Program can't be properly loaded. Causes - * may be a missing / wrong class or manifest files. - */ - public PackagedProgram(File jarFile, @Nullable String entryPointClassName, ClassLoaderType classLoaderType, String... args) throws ProgramInvocationException { - this(jarFile, Collections.emptyList(), classLoaderType, entryPointClassName, args); - } - - /** - * Creates an instance that wraps the plan defined in the jar file using the given - * arguments. For generating the plan the class defined in the className parameter - * is used. - * - * @param jarFile - * The jar file which contains the plan. - * @param classpaths - * Additional classpath URLs needed by the Program. - * @param entryPointClassName - * Name of the class which generates the plan. Overrides the class defined - * in the jar file manifest - * @param args - * Optional. The arguments used to create the pact plan, depend on - * implementation of the pact plan. See getDescription(). - * @throws ProgramInvocationException - * This invocation is thrown if the Program can't be properly loaded. Causes - * may be a missing / wrong class or manifest files. - */ - public PackagedProgram(File jarFile, List classpaths, ClassLoaderType classLoaderType, @Nullable String entryPointClassName, String... args) throws ProgramInvocationException { - if (jarFile == null) { - throw new IllegalArgumentException("The jar file must not be null."); - } - - URL jarFileUrl; - try { - jarFileUrl = jarFile.getAbsoluteFile().toURI().toURL(); - } catch (MalformedURLException e1) { - throw new IllegalArgumentException("The jar file path is invalid."); - } - - checkJarFile(jarFileUrl); - - this.jarFile = jarFileUrl; - this.args = args == null ? new String[0] : args; - - // if no entryPointClassName name was given, we try and look one up through the manifest - if (entryPointClassName == null) { - entryPointClassName = getEntryPointClassNameFromJar(jarFileUrl); - } - - // now that we have an entry point, we can extract the nested jar files (if any) - this.extractedTempLibraries = extractContainedLibraries(jarFileUrl); - this.classpaths = classpaths; - this.userCodeClassLoader = JobWithJars.buildUserCodeClassLoader(getAllLibraries(), classpaths, getClass().getClassLoader(), classLoaderType); - - // load the entry point class - this.mainClass = loadMainClass(entryPointClassName, userCodeClassLoader); - - // if the entry point is a program, instantiate the class and get the plan - if (Program.class.isAssignableFrom(this.mainClass)) { - Program prg = null; - try { - prg = InstantiationUtil.instantiate(this.mainClass.asSubclass(Program.class), Program.class); - } catch (Exception e) { - // validate that the class has a main method at least. - // the main method possibly instantiates the program properly - if (!hasMainMethod(mainClass)) { - throw new ProgramInvocationException("The given program class implements the " + - Program.class.getName() + " interface, but cannot be instantiated. " + - "It also declares no main(String[]) method as alternative entry point", e); - } - } catch (Throwable t) { - throw new ProgramInvocationException("Error while trying to instantiate program class.", t); - } - this.program = prg; - } else if (hasMainMethod(mainClass)) { - this.program = null; - } else { - throw new ProgramInvocationException("The given program class neither has a main(String[]) method, nor does it implement the " + - Program.class.getName() + " interface."); - } - } - - public PackagedProgram(Class entryPointClass, String... args) throws ProgramInvocationException { - this.jarFile = null; - this.args = args == null ? new String[0] : args; - - this.extractedTempLibraries = Collections.emptyList(); - this.classpaths = Collections.emptyList(); - this.userCodeClassLoader = entryPointClass.getClassLoader(); - - // load the entry point class - this.mainClass = entryPointClass; - - // if the entry point is a program, instantiate the class and get the plan - if (Program.class.isAssignableFrom(this.mainClass)) { - Program prg = null; - try { - prg = InstantiationUtil.instantiate(this.mainClass.asSubclass(Program.class), Program.class); - } catch (Exception e) { - // validate that the class has a main method at least. - // the main method possibly instantiates the program properly - if (!hasMainMethod(mainClass)) { - throw new ProgramInvocationException("The given program class implements the " + - Program.class.getName() + " interface, but cannot be instantiated. " + - "It also declares no main(String[]) method as alternative entry point", e); - } - } catch (Throwable t) { - throw new ProgramInvocationException("Error while trying to instantiate program class.", t); - } - this.program = prg; - } else if (hasMainMethod(mainClass)) { - this.program = null; - } else { - throw new ProgramInvocationException("The given program class neither has a main(String[]) method, nor does it implement the " + - Program.class.getName() + " interface."); - } - } - - public void setSavepointRestoreSettings(SavepointRestoreSettings savepointSettings) { - this.savepointSettings = savepointSettings; - } - - public SavepointRestoreSettings getSavepointSettings() { - return savepointSettings; - } - - public String[] getArguments() { - return this.args; - } - - public String getMainClassName() { - return this.mainClass.getName(); - } - - public boolean isUsingInteractiveMode() { - return this.program == null; - } - - public boolean isUsingProgramEntryPoint() { - return this.program != null; - } - - /** - * Returns the plan without the required jars when the files are already provided by the cluster. - * - * @return The plan without attached jar files. - * @throws ProgramInvocationException - */ - public JobWithJars getPlanWithoutJars() throws ProgramInvocationException { - if (isUsingProgramEntryPoint()) { - return new JobWithJars(getPlan(), Collections.emptyList(), classpaths, userCodeClassLoader); - } else { - throw new ProgramInvocationException("Cannot create a " + JobWithJars.class.getSimpleName() + - " for a program that is using the interactive mode.", getPlan().getJobId()); - } - } - - /** - * Returns the plan with all required jars. - * - * @return The plan with attached jar files. - * @throws ProgramInvocationException - */ - public JobWithJars getPlanWithJars() throws ProgramInvocationException { - if (isUsingProgramEntryPoint()) { - return new JobWithJars(getPlan(), getAllLibraries(), classpaths, userCodeClassLoader); - } else { - throw new ProgramInvocationException("Cannot create a " + JobWithJars.class.getSimpleName() + - " for a program that is using the interactive mode.", getPlan().getJobId()); - } - } - - /** - * Returns the analyzed plan without any optimizations. - * - * @return - * the analyzed plan without any optimizations. - * @throws ProgramInvocationException Thrown if an error occurred in the - * user-provided pact assembler. This may indicate - * missing parameters for generation. - */ - public String getPreviewPlan() throws ProgramInvocationException { - Thread.currentThread().setContextClassLoader(this.getUserCodeClassLoader()); - List previewPlan; - - if (isUsingProgramEntryPoint()) { - previewPlan = Optimizer.createPreOptimizedPlan(getPlan()); - } - else if (isUsingInteractiveMode()) { - // temporary hack to support the web client - PreviewPlanEnvironment env = new PreviewPlanEnvironment(); - env.setAsContext(); - try { - invokeInteractiveModeForExecution(); - } - catch (ProgramInvocationException e) { - throw e; - } - catch (Throwable t) { - // the invocation gets aborted with the preview plan - if (env.previewPlan == null) { - if (env.preview != null) { - return env.preview; - } else { - throw new ProgramInvocationException("The program caused an error: ", getPlan().getJobId(), t); - } - } - } - finally { - env.unsetAsContext(); - } - - if (env.previewPlan != null) { - previewPlan = env.previewPlan; - } else { - throw new ProgramInvocationException( - "The program plan could not be fetched. The program silently swallowed the control flow exceptions.", - getPlan().getJobId()); - } - } - else { - throw new RuntimeException(); - } - - PlanJSONDumpGenerator jsonGen = new PlanJSONDumpGenerator(); - StringWriter string = new StringWriter(1024); - try (PrintWriter pw = new PrintWriter(string)) { - jsonGen.dumpPactPlanAsJSON(previewPlan, pw); - } - return string.toString(); - - } - - /** - * Returns the description provided by the Program class. This - * may contain a description of the plan itself and its arguments. - * - * @return The description of the PactProgram's input parameters. - * @throws ProgramInvocationException - * This invocation is thrown if the Program can't be properly loaded. Causes - * may be a missing / wrong class or manifest files. - */ - @Nullable - public String getDescription() throws ProgramInvocationException { - if (ProgramDescription.class.isAssignableFrom(this.mainClass)) { - - ProgramDescription descr; - if (this.program != null) { - descr = (ProgramDescription) this.program; - } else { - try { - descr = InstantiationUtil.instantiate( - this.mainClass.asSubclass(ProgramDescription.class), ProgramDescription.class); - } catch (Throwable t) { - return null; - } - } - - try { - return descr.getDescription(); - } - catch (Throwable t) { - throw new ProgramInvocationException("Error while getting the program description" + - (t.getMessage() == null ? "." : ": " + t.getMessage()), t); - } - - } else { - return null; - } - } - - /** - * This method assumes that the context environment is prepared, or the execution - * will be a local execution by default. - */ - public void invokeInteractiveModeForExecution() throws ProgramInvocationException{ - if (isUsingInteractiveMode()) { - callMainMethod(mainClass, args); - } else { - throw new ProgramInvocationException("Cannot invoke a plan-based program directly."); - } - } - - /** - * Returns the classpaths that are required by the program. - * - * @return List of {@link URL}s. - */ - public List getClasspaths() { - return this.classpaths; - } - - /** - * Gets the {@link ClassLoader} that must be used to load user code classes. - * - * @return The user code ClassLoader. - */ - public ClassLoader getUserCodeClassLoader() { - return this.userCodeClassLoader; - } - - /** - * Returns all provided libraries needed to run the program. - */ - public List getAllLibraries() { - List libs = new ArrayList(this.extractedTempLibraries.size() + 1); - - if (jarFile != null) { - libs.add(jarFile); - } - for (File tmpLib : this.extractedTempLibraries) { - try { - libs.add(tmpLib.getAbsoluteFile().toURI().toURL()); - } - catch (MalformedURLException e) { - throw new RuntimeException("URL is invalid. This should not happen.", e); - } - } - - return libs; - } - - /** - * Deletes all temporary files created for contained packaged libraries. - */ - public void deleteExtractedLibraries() { - deleteExtractedLibraries(this.extractedTempLibraries); - this.extractedTempLibraries.clear(); - } - - /** - * Returns the plan as generated from the Pact Assembler. - * - * @return The program's plan. - * @throws ProgramInvocationException Thrown, if an error occurred in the program while - * creating the program's {@link Plan}. - */ - private Plan getPlan() throws ProgramInvocationException { - if (this.plan == null) { - Thread.currentThread().setContextClassLoader(this.userCodeClassLoader); - this.plan = createPlanFromProgram(this.program, this.args); - } - - return this.plan; - } - - private static boolean hasMainMethod(Class entryClass) { - Method mainMethod; - try { - mainMethod = entryClass.getMethod("main", String[].class); - } catch (NoSuchMethodException e) { - return false; - } - catch (Throwable t) { - throw new RuntimeException("Could not look up the main(String[]) method from the class " + - entryClass.getName() + ": " + t.getMessage(), t); - } - - return Modifier.isStatic(mainMethod.getModifiers()) && Modifier.isPublic(mainMethod.getModifiers()); - } - - private static void callMainMethod(Class entryClass, String[] args) throws ProgramInvocationException { - Method mainMethod; - if (!Modifier.isPublic(entryClass.getModifiers())) { - throw new ProgramInvocationException("The class " + entryClass.getName() + " must be public."); - } - - try { - mainMethod = entryClass.getMethod("main", String[].class); - } catch (NoSuchMethodException e) { - throw new ProgramInvocationException("The class " + entryClass.getName() + " has no main(String[]) method."); - } - catch (Throwable t) { - throw new ProgramInvocationException("Could not look up the main(String[]) method from the class " + - entryClass.getName() + ": " + t.getMessage(), t); - } - - if (!Modifier.isStatic(mainMethod.getModifiers())) { - throw new ProgramInvocationException("The class " + entryClass.getName() + " declares a non-static main method."); - } - if (!Modifier.isPublic(mainMethod.getModifiers())) { - throw new ProgramInvocationException("The class " + entryClass.getName() + " declares a non-public main method."); - } - - try { - mainMethod.invoke(null, (Object) args); - } - catch (IllegalArgumentException e) { - throw new ProgramInvocationException("Could not invoke the main method, arguments are not matching.", e); - } - catch (IllegalAccessException e) { - throw new ProgramInvocationException("Access to the main method was denied: " + e.getMessage(), e); - } - catch (InvocationTargetException e) { - Throwable exceptionInMethod = e.getTargetException(); - if (exceptionInMethod instanceof Error) { - throw (Error) exceptionInMethod; - } else if (exceptionInMethod instanceof ProgramParametrizationException) { - throw (ProgramParametrizationException) exceptionInMethod; - } else if (exceptionInMethod instanceof ProgramInvocationException) { - throw (ProgramInvocationException) exceptionInMethod; - } else { - throw new ProgramInvocationException("The main method caused an error: " + exceptionInMethod.getMessage(), exceptionInMethod); - } - } - catch (Throwable t) { - throw new ProgramInvocationException("An error occurred while invoking the program's main method: " + t.getMessage(), t); - } - } - - private static String getEntryPointClassNameFromJar(URL jarFile) throws ProgramInvocationException { - JarFile jar; - Manifest manifest; - String className; - - // Open jar file - try { - jar = new JarFile(new File(jarFile.toURI())); - } catch (URISyntaxException use) { - throw new ProgramInvocationException("Invalid file path '" + jarFile.getPath() + "'", use); - } catch (IOException ioex) { - throw new ProgramInvocationException("Error while opening jar file '" + jarFile.getPath() + "'. " - + ioex.getMessage(), ioex); - } - - // jar file must be closed at the end - try { - // Read from jar manifest - try { - manifest = jar.getManifest(); - } catch (IOException ioex) { - throw new ProgramInvocationException("The Manifest in the jar file could not be accessed '" - + jarFile.getPath() + "'. " + ioex.getMessage(), ioex); - } - - if (manifest == null) { - throw new ProgramInvocationException("No manifest found in jar file '" + jarFile.getPath() + "'. The manifest is need to point to the program's main class."); - } - - Attributes attributes = manifest.getMainAttributes(); - - // check for a "program-class" entry first - className = attributes.getValue(PackagedProgram.MANIFEST_ATTRIBUTE_ASSEMBLER_CLASS); - if (className != null) { - return className; - } - - // check for a main class - className = attributes.getValue(PackagedProgram.MANIFEST_ATTRIBUTE_MAIN_CLASS); - if (className != null) { - return className; - } else { - throw new ProgramInvocationException("Neither a '" + MANIFEST_ATTRIBUTE_MAIN_CLASS + "', nor a '" + - MANIFEST_ATTRIBUTE_ASSEMBLER_CLASS + "' entry was found in the jar file."); - } - } - finally { - try { - jar.close(); - } catch (Throwable t) { - throw new ProgramInvocationException("Could not close the JAR file: " + t.getMessage(), t); - } - } - } - - private static Class loadMainClass(String className, ClassLoader cl) throws ProgramInvocationException { - ClassLoader contextCl = null; - try { - contextCl = Thread.currentThread().getContextClassLoader(); - Thread.currentThread().setContextClassLoader(cl); - return Class.forName(className, false, cl); - } - catch (ClassNotFoundException e) { - throw new ProgramInvocationException("The program's entry point class '" + className - + "' was not found in the jar file.", e); - } - catch (ExceptionInInitializerError e) { - throw new ProgramInvocationException("The program's entry point class '" + className - + "' threw an error during initialization.", e); - } - catch (LinkageError e) { - throw new ProgramInvocationException("The program's entry point class '" + className - + "' could not be loaded due to a linkage failure.", e); - } - catch (Throwable t) { - throw new ProgramInvocationException("The program's entry point class '" + className - + "' caused an exception during initialization: " + t.getMessage(), t); - } finally { - if (contextCl != null) { - Thread.currentThread().setContextClassLoader(contextCl); - } - } - } - - /** - * Takes the jar described by the given file and invokes its pact assembler class to - * assemble a plan. The assembler class name is either passed through a parameter, - * or it is read from the manifest of the jar. The assembler is handed the given options - * for its assembly. - * - * @param program The program to create the plan for. - * @param options - * The options for the assembler. - * @return The plan created by the program. - * @throws ProgramInvocationException - * Thrown, if an error occurred in the user-provided pact assembler. - */ - private static Plan createPlanFromProgram(Program program, String[] options) throws ProgramInvocationException { - try { - return program.getPlan(options); - } catch (Throwable t) { - throw new ProgramInvocationException("Error while calling the program: " + t.getMessage(), t); - } - } - - /** - * Takes all JAR files that are contained in this program's JAR file and extracts them - * to the system's temp directory. - * - * @return The file names of the extracted temporary files. - * @throws ProgramInvocationException Thrown, if the extraction process failed. - */ - public static List extractContainedLibraries(URL jarFile) throws ProgramInvocationException { - - Random rnd = new Random(); - - JarFile jar = null; - try { - jar = new JarFile(new File(jarFile.toURI())); - final List containedJarFileEntries = new ArrayList(); - - Enumeration entries = jar.entries(); - while (entries.hasMoreElements()) { - JarEntry entry = entries.nextElement(); - String name = entry.getName(); - - if (name.length() > 8 && name.startsWith("lib/") && name.endsWith(".jar")) { - containedJarFileEntries.add(entry); - } - } - - if (containedJarFileEntries.isEmpty()) { - return Collections.emptyList(); - } - else { - // go over all contained jar files - final List extractedTempLibraries = new ArrayList(containedJarFileEntries.size()); - final byte[] buffer = new byte[4096]; - - boolean incomplete = true; - - try { - for (int i = 0; i < containedJarFileEntries.size(); i++) { - final JarEntry entry = containedJarFileEntries.get(i); - String name = entry.getName(); - // '/' as in case of zip, jar - // java.util.zip.ZipEntry#isDirectory always looks only for '/' not for File.separator - name = name.replace('/', '_'); - - File tempFile; - try { - tempFile = File.createTempFile(rnd.nextInt(Integer.MAX_VALUE) + "_", name); - tempFile.deleteOnExit(); - } - catch (IOException e) { - throw new ProgramInvocationException( - "An I/O error occurred while creating temporary file to extract nested library '" + - entry.getName() + "'.", e); - } - - extractedTempLibraries.add(tempFile); - - // copy the temp file contents to a temporary File - OutputStream out = null; - InputStream in = null; - try { - - out = new FileOutputStream(tempFile); - in = new BufferedInputStream(jar.getInputStream(entry)); - - int numRead = 0; - while ((numRead = in.read(buffer)) != -1) { - out.write(buffer, 0, numRead); - } - } - catch (IOException e) { - throw new ProgramInvocationException("An I/O error occurred while extracting nested library '" - + entry.getName() + "' to temporary file '" + tempFile.getAbsolutePath() + "'."); - } - finally { - if (out != null) { - out.close(); - } - if (in != null) { - in.close(); - } - } - } - - incomplete = false; - } - finally { - if (incomplete) { - deleteExtractedLibraries(extractedTempLibraries); - } - } - - return extractedTempLibraries; - } - } - catch (Throwable t) { - throw new ProgramInvocationException("Unknown I/O error while extracting contained jar files.", t); - } - finally { - if (jar != null) { - try { - jar.close(); - } catch (Throwable t) {} - } - } - } - - public static void deleteExtractedLibraries(List tempLibraries) { - for (File f : tempLibraries) { - f.delete(); - } - } - - private static void checkJarFile(URL jarfile) throws ProgramInvocationException { - try { - JobWithJars.checkJarFile(jarfile); - } - catch (IOException e) { - throw new ProgramInvocationException(e.getMessage()); - } - catch (Throwable t) { - throw new ProgramInvocationException("Cannot access jar file" + (t.getMessage() == null ? "." : ": " + t.getMessage()), t); - } - } - -} diff --git a/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java b/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java deleted file mode 100644 index d8a02e134b..0000000000 --- a/flinkx-launcher/src/main/java/org/apache/flink/yarn/AbstractYarnClusterDescriptor.java +++ /dev/null @@ -1,1766 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.yarn; - -import avro.shaded.com.google.common.collect.Sets; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.google.common.base.Strings; -import org.apache.commons.lang3.StringUtils; -import org.apache.flink.api.common.cache.DistributedCache; -import org.apache.flink.api.java.tuple.Tuple2; -import org.apache.flink.client.deployment.ClusterDeploymentException; -import org.apache.flink.client.deployment.ClusterDescriptor; -import org.apache.flink.client.deployment.ClusterRetrieveException; -import org.apache.flink.client.deployment.ClusterSpecification; -import org.apache.flink.client.program.ClusterClient; -import org.apache.flink.client.program.PackagedProgram; -import org.apache.flink.client.program.PackagedProgramUtils; -import org.apache.flink.configuration.*; -import org.apache.flink.runtime.akka.AkkaUtils; -import org.apache.flink.runtime.clusterframework.BootstrapTools; -import org.apache.flink.runtime.clusterframework.ContaineredTaskManagerParameters; -import org.apache.flink.runtime.entrypoint.ClusterEntrypoint; -import org.apache.flink.runtime.jobgraph.JobGraph; -import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; -import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; -import org.apache.flink.runtime.taskexecutor.TaskManagerServices; -import org.apache.flink.util.FlinkException; -import org.apache.flink.util.Preconditions; -import org.apache.flink.util.ShutdownHookUtil; -import org.apache.flink.yarn.configuration.YarnConfigOptions; -import org.apache.hadoop.fs.FileSystem; -import org.apache.hadoop.fs.Path; -import org.apache.hadoop.fs.permission.FsAction; -import org.apache.hadoop.fs.permission.FsPermission; -import org.apache.hadoop.security.UserGroupInformation; -import org.apache.hadoop.yarn.api.ApplicationConstants; -import org.apache.hadoop.yarn.api.protocolrecords.GetNewApplicationResponse; -import org.apache.hadoop.yarn.api.records.*; -import org.apache.hadoop.yarn.client.api.YarnClient; -import org.apache.hadoop.yarn.client.api.YarnClientApplication; -import org.apache.hadoop.yarn.conf.YarnConfiguration; -import org.apache.hadoop.yarn.exceptions.YarnException; -import org.apache.hadoop.yarn.util.Records; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import javax.annotation.Nullable; -import java.io.*; -import java.lang.reflect.Field; -import java.lang.reflect.InvocationTargetException; -import java.lang.reflect.Method; -import java.net.MalformedURLException; -import java.net.URISyntaxException; -import java.net.URL; -import java.nio.file.FileVisitResult; -import java.nio.file.Files; -import java.nio.file.SimpleFileVisitor; -import java.nio.file.attribute.BasicFileAttributes; -import java.util.*; - -import static org.apache.flink.configuration.ConfigConstants.ENV_FLINK_LIB_DIR; -import static org.apache.flink.runtime.entrypoint.component.FileJobGraphRetriever.JOB_GRAPH_FILE_PATH; -import static org.apache.flink.yarn.cli.FlinkYarnSessionCli.*; - -/** - * The descriptor with deployment information for deploying a Flink cluster on Yarn. - */ -public abstract class AbstractYarnClusterDescriptor implements ClusterDescriptor { - private static final Logger LOG = LoggerFactory.getLogger(AbstractYarnClusterDescriptor.class); - - private final YarnConfiguration yarnConfiguration; - - private final YarnClient yarnClient; - - /** True if the descriptor must not shut down the YarnClient. */ - private final boolean sharedYarnClient; - - private String yarnQueue; - - private String configurationDirectory; - - private Path flinkJarPath; - - private String dynamicPropertiesEncoded; - - /** Lazily initialized list of files to ship. */ - protected List shipFiles = new LinkedList<>(); - - private final Configuration flinkConfiguration; - - private boolean detached; - - private String customName; - - private String zookeeperNamespace; - - private String nodeLabel; - - /** Optional Jar file to include in the system class loader of all application nodes - * (for per-job submission). */ - private final Set userJarFiles = new HashSet<>(); - - private YarnConfigOptions.UserJarInclusion userJarInclusion; - - public AbstractYarnClusterDescriptor( - Configuration flinkConfiguration, - YarnConfiguration yarnConfiguration, - String configurationDirectory, - YarnClient yarnClient, - boolean sharedYarnClient) { - - this.yarnConfiguration = Preconditions.checkNotNull(yarnConfiguration); - - // for unit tests only - if (System.getenv("IN_TESTS") != null) { - try { - yarnConfiguration.addResource(new File(System.getenv("YARN_CONF_DIR"), "yarn-site.xml").toURI().toURL()); - } catch (Throwable t) { - throw new RuntimeException("Error", t); - } - } - - this.yarnClient = Preconditions.checkNotNull(yarnClient); - this.sharedYarnClient = sharedYarnClient; - - this.flinkConfiguration = Preconditions.checkNotNull(flinkConfiguration); - userJarInclusion = getUserJarInclusionMode(flinkConfiguration); - - this.configurationDirectory = Preconditions.checkNotNull(configurationDirectory); - } - - public YarnClient getYarnClient() { - return yarnClient; - } - - /** - * The class to start the application master with. This class runs the main - * method in case of session cluster. - */ - protected abstract String getYarnSessionClusterEntrypoint(); - - /** - * The class to start the application master with. This class runs the main - * method in case of the job cluster. - */ - protected abstract String getYarnJobClusterEntrypoint(); - - public Configuration getFlinkConfiguration() { - return flinkConfiguration; - } - - public void setQueue(String queue) { - this.yarnQueue = queue; - } - - public void setLocalJarPath(Path localJarPath) { - if (!localJarPath.toString().endsWith("jar")) { - throw new IllegalArgumentException("The passed jar path ('" + localJarPath + "') does not end with the 'jar' extension"); - } - this.flinkJarPath = localJarPath; - } - - /** - * Adds the given files to the list of files to ship. - * - *

Note that any file matching "flink-dist*.jar" will be excluded from the upload by - * {@link #uploadAndRegisterFiles(Collection, FileSystem, Path, ApplicationId, List, Map, StringBuilder)} - * since we upload the Flink uber jar ourselves and do not need to deploy it multiple times. - * - * @param shipFiles files to ship - */ - public void addShipFiles(List shipFiles) { - this.shipFiles.addAll(shipFiles); - } - - /** - * Sets the user jar which is included in the system classloader of all nodes. - */ - public void setProvidedUserJarFiles(List userJarFiles) { - for (URL jarFile : userJarFiles) { - try { - this.userJarFiles.add(new File(jarFile.toURI())); - } catch (URISyntaxException e) { - throw new IllegalArgumentException("Couldn't add local user jar: " + jarFile - + " Currently only file:/// URLs are supported."); - } - } - } - - public void setDynamicPropertiesEncoded(String dynamicPropertiesEncoded) { - this.dynamicPropertiesEncoded = dynamicPropertiesEncoded; - } - - public String getDynamicPropertiesEncoded() { - return this.dynamicPropertiesEncoded; - } - - private void isReadyForDeployment(ClusterSpecification clusterSpecification) throws YarnDeploymentException { - - if (clusterSpecification.getNumberTaskManagers() <= 0) { - throw new YarnDeploymentException("Taskmanager count must be positive"); - } - if (this.flinkJarPath == null) { - throw new YarnDeploymentException("The Flink jar path is null"); - } - if (this.configurationDirectory == null) { - throw new YarnDeploymentException("Configuration directory not set"); - } - if (this.flinkConfiguration == null) { - throw new YarnDeploymentException("Flink configuration object has not been set"); - } - - // Check if we don't exceed YARN's maximum virtual cores. - // Fetch numYarnMaxVcores from all the RUNNING nodes via yarnClient - final int numYarnMaxVcores; - try { - numYarnMaxVcores = yarnClient.getNodeReports(NodeState.RUNNING) - .stream() - .mapToInt(report -> report.getCapability().getVirtualCores()) - .max() - .orElse(0); - } catch (Exception e) { - throw new YarnDeploymentException("Couldn't get cluster description, please check on the YarnConfiguration", e); - } - - int configuredVcores = flinkConfiguration.getInteger(YarnConfigOptions.VCORES, clusterSpecification.getSlotsPerTaskManager()); - // don't configure more than the maximum configured number of vcores - if (configuredVcores > numYarnMaxVcores) { - throw new IllegalConfigurationException( - String.format("The number of requested virtual cores per node %d" + - " exceeds the maximum number of virtual cores %d available in the Yarn Cluster." + - " Please note that the number of virtual cores is set to the number of task slots by default" + - " unless configured in the Flink config with '%s.'", - configuredVcores, numYarnMaxVcores, YarnConfigOptions.VCORES.key())); - } - - // check if required Hadoop environment variables are set. If not, warn user - if (System.getenv("HADOOP_CONF_DIR") == null && - System.getenv("YARN_CONF_DIR") == null) { - LOG.warn("Neither the HADOOP_CONF_DIR nor the YARN_CONF_DIR environment variable is set. " + - "The Flink YARN Client needs one of these to be set to properly load the Hadoop " + - "configuration for accessing YARN."); - } - } - - private static boolean allocateResource(int[] nodeManagers, int toAllocate) { - for (int i = 0; i < nodeManagers.length; i++) { - if (nodeManagers[i] >= toAllocate) { - nodeManagers[i] -= toAllocate; - return true; - } - } - return false; - } - - /** - * @deprecated The cluster descriptor should not know about this option. - */ - @Deprecated - public void setDetachedMode(boolean detachedMode) { - this.detached = detachedMode; - } - - /** - * @deprecated The cluster descriptor should not know about this option. - */ - @Deprecated - public boolean isDetachedMode() { - return detached; - } - - public String getZookeeperNamespace() { - return zookeeperNamespace; - } - - public void setZookeeperNamespace(String zookeeperNamespace) { - this.zookeeperNamespace = zookeeperNamespace; - } - - public String getNodeLabel() { - return nodeLabel; - } - - public void setNodeLabel(String nodeLabel) { - this.nodeLabel = nodeLabel; - } - - // ------------------------------------------------------------- - // Lifecycle management - // ------------------------------------------------------------- - - @Override - public void close() { - if (!sharedYarnClient) { - yarnClient.stop(); - } - } - - // ------------------------------------------------------------- - // ClusterClient overrides - // ------------------------------------------------------------- - - @Override - public ClusterClient retrieve(ApplicationId applicationId) throws ClusterRetrieveException { - - try { - // check if required Hadoop environment variables are set. If not, warn user - if (System.getenv("HADOOP_CONF_DIR") == null && - System.getenv("YARN_CONF_DIR") == null) { - LOG.warn("Neither the HADOOP_CONF_DIR nor the YARN_CONF_DIR environment variable is set." + - "The Flink YARN Client needs one of these to be set to properly load the Hadoop " + - "configuration for accessing YARN."); - } - - final ApplicationReport appReport = yarnClient.getApplicationReport(applicationId); - - if (appReport.getFinalApplicationStatus() != FinalApplicationStatus.UNDEFINED) { - // Flink cluster is not running anymore - LOG.error("The application {} doesn't run anymore. It has previously completed with final status: {}", - applicationId, appReport.getFinalApplicationStatus()); - throw new RuntimeException("The Yarn application " + applicationId + " doesn't run anymore."); - } - - final String host = appReport.getHost(); - final int rpcPort = appReport.getRpcPort(); - - LOG.info("Found application JobManager host name '{}' and port '{}' from supplied application id '{}'", - host, rpcPort, applicationId); - - flinkConfiguration.setString(JobManagerOptions.ADDRESS, host); - flinkConfiguration.setInteger(JobManagerOptions.PORT, rpcPort); - - flinkConfiguration.setString(RestOptions.ADDRESS, host); - flinkConfiguration.setInteger(RestOptions.PORT, rpcPort); - - return createYarnClusterClient( - this, - -1, // we don't know the number of task managers of a started Flink cluster - -1, // we don't know how many slots each task manager has for a started Flink cluster - appReport, - flinkConfiguration, - false); - } catch (Exception e) { - throw new ClusterRetrieveException("Couldn't retrieve Yarn cluster", e); - } - } - - @Override - public ClusterClient deploySessionCluster(ClusterSpecification clusterSpecification) throws ClusterDeploymentException { - try { - return deployInternal( - clusterSpecification, - "Flink session cluster", - getYarnSessionClusterEntrypoint(), - null, - false); - } catch (Exception e) { - throw new ClusterDeploymentException("Couldn't deploy Yarn session cluster", e); - } - } - - @Override - public void killCluster(ApplicationId applicationId) throws FlinkException { - try { - yarnClient.killApplication(applicationId); - Utils.deleteApplicationFiles(Collections.singletonMap( - YarnConfigKeys.FLINK_YARN_FILES, - getYarnFilesDir(applicationId).toUri().toString())); - } catch (YarnException | IOException e) { - throw new FlinkException("Could not kill the Yarn Flink cluster with id " + applicationId + '.', e); - } - } - - /** - * Method to validate cluster specification before deploy it, it will throw - * an {@link FlinkException} if the {@link ClusterSpecification} is invalid. - * - * @param clusterSpecification cluster specification to check against the configuration of the - * AbstractYarnClusterDescriptor - * @throws FlinkException if the cluster cannot be started with the provided {@link ClusterSpecification} - */ - private void validateClusterSpecification(ClusterSpecification clusterSpecification) throws FlinkException { - try { - final long taskManagerMemorySize = clusterSpecification.getTaskManagerMemoryMB(); - // We do the validation by calling the calculation methods here - // Internally these methods will check whether the cluster can be started with the provided - // ClusterSpecification and the configured memory requirements - final long cutoff = ContaineredTaskManagerParameters.calculateCutoffMB(flinkConfiguration, taskManagerMemorySize); - TaskManagerServices.calculateHeapSizeMB(taskManagerMemorySize - cutoff, flinkConfiguration); - } catch (IllegalArgumentException iae) { - throw new FlinkException("Cannot fulfill the minimum memory requirements with the provided " + - "cluster specification. Please increase the memory of the cluster.", iae); - } - } - - /** - * This method will block until the ApplicationMaster/JobManager have been deployed on YARN. - * - * @param clusterSpecification Initial cluster specification for the Flink cluster to be deployed - * @param applicationName name of the Yarn application to start - * @param yarnClusterEntrypoint Class name of the Yarn cluster entry point. - * @param jobGraph A job graph which is deployed with the Flink cluster, {@code null} if none - * @param detached True if the cluster should be started in detached mode - */ - protected ClusterClient deployInternal( - ClusterSpecification clusterSpecification, - String applicationName, - String yarnClusterEntrypoint, - @Nullable JobGraph jobGraph, - boolean detached) throws Exception { - - // ------------------ Check if configuration is valid -------------------- - validateClusterSpecification(clusterSpecification); - - if (UserGroupInformation.isSecurityEnabled()) { - // note: UGI::hasKerberosCredentials inaccurately reports false - // for logins based on a keytab (fixed in Hadoop 2.6.1, see HADOOP-10786), - // so we check only in ticket cache scenario. - boolean useTicketCache = flinkConfiguration.getBoolean(SecurityOptions.KERBEROS_LOGIN_USETICKETCACHE); - - UserGroupInformation loginUser = UserGroupInformation.getCurrentUser(); - if (loginUser.getAuthenticationMethod() == UserGroupInformation.AuthenticationMethod.KERBEROS - && useTicketCache && !loginUser.hasKerberosCredentials()) { - LOG.error("Hadoop security with Kerberos is enabled but the login user does not have Kerberos credentials"); - throw new RuntimeException("Hadoop security with Kerberos is enabled but the login user " + - "does not have Kerberos credentials"); - } - } - - isReadyForDeployment(clusterSpecification); - - // ------------------ Check if the specified queue exists -------------------- - - checkYarnQueues(yarnClient); - - // ------------------ Add dynamic properties to local flinkConfiguraton ------ - Map dynProperties = getDynamicProperties(dynamicPropertiesEncoded); - for (Map.Entry dynProperty : dynProperties.entrySet()) { - flinkConfiguration.setString(dynProperty.getKey(), dynProperty.getValue()); - } - - // ------------------ Check if the YARN ClusterClient has the requested resources -------------- - - // Create application via yarnClient - final YarnClientApplication yarnApplication = yarnClient.createApplication(); - final GetNewApplicationResponse appResponse = yarnApplication.getNewApplicationResponse(); - - if(clusterSpecification.isCreateProgramDelay()){ - jobGraph = getJobGraph(appResponse.getApplicationId().toString(),clusterSpecification); - } - - Resource maxRes = appResponse.getMaximumResourceCapability(); - - final ClusterResourceDescription freeClusterMem; - try { - freeClusterMem = getCurrentFreeClusterResources(yarnClient); - } catch (YarnException | IOException e) { - failSessionDuringDeployment(yarnClient, yarnApplication); - throw new YarnDeploymentException("Could not retrieve information about free cluster resources.", e); - } - - final int yarnMinAllocationMB = yarnConfiguration.getInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, 0); - - final ClusterSpecification validClusterSpecification; - try { - validClusterSpecification = validateClusterResources( - clusterSpecification, - yarnMinAllocationMB, - maxRes, - freeClusterMem); - } catch (YarnDeploymentException yde) { - failSessionDuringDeployment(yarnClient, yarnApplication); - throw yde; - } - - LOG.info("Cluster specification: {}", validClusterSpecification); - - final ClusterEntrypoint.ExecutionMode executionMode = detached ? - ClusterEntrypoint.ExecutionMode.DETACHED - : ClusterEntrypoint.ExecutionMode.NORMAL; - - flinkConfiguration.setString(ClusterEntrypoint.EXECUTION_MODE, executionMode.toString()); - - ApplicationReport report = startAppMaster( - flinkConfiguration, - applicationName, - yarnClusterEntrypoint, - jobGraph, - yarnClient, - yarnApplication, - validClusterSpecification); - - String host = report.getHost(); - int port = report.getRpcPort(); - - // Correctly initialize the Flink config - flinkConfiguration.setString(JobManagerOptions.ADDRESS, host); - flinkConfiguration.setInteger(JobManagerOptions.PORT, port); - - flinkConfiguration.setString(RestOptions.ADDRESS, host); - flinkConfiguration.setInteger(RestOptions.PORT, port); - - // the Flink cluster is deployed in YARN. Represent cluster - return createYarnClusterClient( - this, - validClusterSpecification.getNumberTaskManagers(), - validClusterSpecification.getSlotsPerTaskManager(), - report, - flinkConfiguration, - true); - } - - private JobGraph getJobGraph(String appId,ClusterSpecification clusterSpecification) throws Exception{ - String url = getUrlFormat(clusterSpecification.getYarnConfiguration()) + "/" + appId; - PackagedProgram program = buildProgram(url,clusterSpecification); - clusterSpecification.setProgram(program); - JobGraph jobGraph = PackagedProgramUtils.createJobGraph(program, clusterSpecification.getConfiguration(), clusterSpecification.getParallelism()); - jobGraph.setAllowQueuedScheduling(true); - dealPluginByLoadMode(jobGraph); - clusterSpecification.setJobGraph(jobGraph); - return jobGraph; - } - - private PackagedProgram buildProgram(String monitorUrl,ClusterSpecification clusterSpecification) throws Exception{ - String[] args = clusterSpecification.getProgramArgs(); - for (int i = 0; i < args.length; i++) { - if("-monitor".equals(args[i])){ - args[i + 1] = monitorUrl; - break; - } - } - - PackagedProgram program = new PackagedProgram(clusterSpecification.getJarFile(), clusterSpecification.getClasspaths(), clusterSpecification.getClassLoaderType(), clusterSpecification.getEntryPointClass(), args); - - if (null != clusterSpecification.getSpSetting()) { - program.setSavepointRestoreSettings(clusterSpecification.getSpSetting()); - } else { - program.setSavepointRestoreSettings(SavepointRestoreSettings.none()); - } - - return program; - } - - private void dealPluginByLoadMode(JobGraph jobGraph) throws Exception { - String pluginLoadMode = flinkConfiguration.getString("pluginLoadMode", "shipfile"); - if (StringUtils.equalsIgnoreCase(pluginLoadMode, "classpath")) { - fillJobGraphClassPath(jobGraph); - fillStreamJobGraphClassPath(jobGraph); - } else { - fillPluginPathToShipFiles(jobGraph); - } - } - - private void fillJobGraphClassPath(JobGraph jobGraph) throws MalformedURLException { - Map jobCacheFileConfig = jobGraph.getJobConfiguration().toMap(); - Set classPathKeySet = Sets.newHashSet(); - fillClassPathKeySet(jobCacheFileConfig, classPathKeySet); - for(String key : classPathKeySet){ - String pathStr = jobCacheFileConfig.get(key); - jobGraph.getClasspaths().add(new URL("file:" + pathStr)); - } - } - - private void fillClassPathKeySet(Map jobCacheFileConfig, Set classPathKeySet) { - for(Map.Entry tmp : jobCacheFileConfig.entrySet()){ - if(Strings.isNullOrEmpty(tmp.getValue())){ - continue; - } - - if(tmp.getValue().startsWith("class_path")){ - //DISTRIBUTED_CACHE_FILE_NAME_1 - //DISTRIBUTED_CACHE_FILE_PATH_1 - String key = tmp.getKey(); - String[] array = key.split("_"); - if(array.length < 5){ - continue; - } - - array[3] = "PATH"; - classPathKeySet.add(StringUtils.join(array, "_")); - } - } - } - - private JobGraph fillStreamJobGraphClassPath(JobGraph jobGraph) throws MalformedURLException { - Map jobCacheFileConfig = jobGraph.getUserArtifacts(); - for(Map.Entry tmp : jobCacheFileConfig.entrySet()){ - if(tmp.getKey().startsWith("class_path")){ - jobGraph.getClasspaths().add(new URL("file:" + tmp.getValue().filePath)); - } - } - return jobGraph; - } - - private void fillPluginPathToShipFiles(JobGraph jobGraph) { - List shipFiles = new ArrayList<>(); - // flinksql get classpath - Map jobCacheFileConfig = jobGraph.getUserArtifacts(); - for(Map.Entry tmp : jobCacheFileConfig.entrySet()){ - if(tmp.getKey().startsWith("class_path")){ - shipFiles.add(new File(tmp.getValue().filePath)); - } - } - // flinkx get classpath - jobGraph.getClasspaths().forEach(jarFile -> { - try { - shipFiles.add(new File(jarFile.toURI())); - } catch (URISyntaxException e) { - throw new IllegalArgumentException("Couldn't add local user jar: " + jarFile - + " Currently only file:/// URLs are supported."); - } - }); - jobGraph.getClasspaths().clear(); - addShipFiles(shipFiles); - } - - private String getUrlFormat(YarnConfiguration yarnConf){ - String url = ""; - try{ - Field rmClientField = yarnClient.getClass().getDeclaredField("rmClient"); - rmClientField.setAccessible(true); - Object rmClient = rmClientField.get(yarnClient); - - Field hField = rmClient.getClass().getSuperclass().getDeclaredField("h"); - hField.setAccessible(true); - //获取指定对象中此字段的值 - Object h = hField.get(rmClient); - Object currentProxy = null; - - try { - Field currentProxyField = h.getClass().getDeclaredField("currentProxy"); - currentProxyField.setAccessible(true); - currentProxy = currentProxyField.get(h); - }catch (Exception e){ - //兼容Hadoop 2.7.3.2.6.4.91-3 - LOG.warn("get currentProxy error:{}", ExceptionUtil.getErrorMessage(e)); - Field proxyDescriptorField = h.getClass().getDeclaredField("proxyDescriptor"); - proxyDescriptorField.setAccessible(true); - Object proxyDescriptor = proxyDescriptorField.get(h); - Field currentProxyField = proxyDescriptor.getClass().getDeclaredField("proxyInfo"); - currentProxyField.setAccessible(true); - currentProxy = currentProxyField.get(proxyDescriptor); - } - - Field proxyInfoField = currentProxy.getClass().getDeclaredField("proxyInfo"); - proxyInfoField.setAccessible(true); - String proxyInfoKey = (String) proxyInfoField.get(currentProxy); - - String key = "yarn.resourcemanager.webapp.address." + proxyInfoKey; - String addr = yarnConf.get(key); - - if(addr == null) { - addr = yarnConf.get("yarn.resourcemanager.webapp.address"); - } - - return String.format("http://%s/proxy",addr); - }catch (Exception e){ - LOG.warn("get monitor error:{}", ExceptionUtil.getErrorMessage(e)); - } - - return url; - } - - protected ClusterSpecification validateClusterResources( - ClusterSpecification clusterSpecification, - int yarnMinAllocationMB, - Resource maximumResourceCapability, - ClusterResourceDescription freeClusterResources) throws YarnDeploymentException { - - int taskManagerCount = clusterSpecification.getNumberTaskManagers(); - int jobManagerMemoryMb = clusterSpecification.getMasterMemoryMB(); - int taskManagerMemoryMb = clusterSpecification.getTaskManagerMemoryMB(); - - if (jobManagerMemoryMb < yarnMinAllocationMB || taskManagerMemoryMb < yarnMinAllocationMB) { - LOG.warn("The JobManager or TaskManager memory is below the smallest possible YARN Container size. " - + "The value of 'yarn.scheduler.minimum-allocation-mb' is '" + yarnMinAllocationMB + "'. Please increase the memory size." + - "YARN will allocate the smaller containers but the scheduler will account for the minimum-allocation-mb, maybe not all instances " + - "you requested will start."); - } - - // set the memory to minAllocationMB to do the next checks correctly - if (jobManagerMemoryMb < yarnMinAllocationMB) { - jobManagerMemoryMb = yarnMinAllocationMB; - } - if (taskManagerMemoryMb < yarnMinAllocationMB) { - taskManagerMemoryMb = yarnMinAllocationMB; - } - - final String note = "Please check the 'yarn.scheduler.maximum-allocation-mb' and the 'yarn.nodemanager.resource.memory-mb' configuration values\n"; - if (jobManagerMemoryMb > maximumResourceCapability.getMemory()) { - throw new YarnDeploymentException("The cluster does not have the requested resources for the JobManager available!\n" - + "Maximum Memory: " + maximumResourceCapability.getMemory() + "MB Requested: " + jobManagerMemoryMb + "MB. " + note); - } - - if (taskManagerMemoryMb > maximumResourceCapability.getMemory()) { - throw new YarnDeploymentException("The cluster does not have the requested resources for the TaskManagers available!\n" - + "Maximum Memory: " + maximumResourceCapability.getMemory() + " Requested: " + taskManagerMemoryMb + "MB. " + note); - } - - final String noteRsc = "\nThe Flink YARN client will try to allocate the YARN session, but maybe not all TaskManagers are " + - "connecting from the beginning because the resources are currently not available in the cluster. " + - "The allocation might take more time than usual because the Flink YARN client needs to wait until " + - "the resources become available."; - int totalMemoryRequired = jobManagerMemoryMb + taskManagerMemoryMb * taskManagerCount; - - if (freeClusterResources.totalFreeMemory < totalMemoryRequired) { - LOG.warn("This YARN session requires " + totalMemoryRequired + "MB of memory in the cluster. " - + "There are currently only " + freeClusterResources.totalFreeMemory + "MB available." + noteRsc); - - } - if (taskManagerMemoryMb > freeClusterResources.containerLimit) { - LOG.warn("The requested amount of memory for the TaskManagers (" + taskManagerMemoryMb + "MB) is more than " - + "the largest possible YARN container: " + freeClusterResources.containerLimit + noteRsc); - } - if (jobManagerMemoryMb > freeClusterResources.containerLimit) { - LOG.warn("The requested amount of memory for the JobManager (" + jobManagerMemoryMb + "MB) is more than " - + "the largest possible YARN container: " + freeClusterResources.containerLimit + noteRsc); - } - - // ----------------- check if the requested containers fit into the cluster. - - int[] nmFree = Arrays.copyOf(freeClusterResources.nodeManagersFree, freeClusterResources.nodeManagersFree.length); - // first, allocate the jobManager somewhere. - if (!allocateResource(nmFree, jobManagerMemoryMb)) { - LOG.warn("Unable to find a NodeManager that can fit the JobManager/Application master. " + - "The JobManager requires " + jobManagerMemoryMb + "MB. NodeManagers available: " + - Arrays.toString(freeClusterResources.nodeManagersFree) + noteRsc); - } - // allocate TaskManagers - for (int i = 0; i < taskManagerCount; i++) { - if (!allocateResource(nmFree, taskManagerMemoryMb)) { - LOG.warn("There is not enough memory available in the YARN cluster. " + - "The TaskManager(s) require " + taskManagerMemoryMb + "MB each. " + - "NodeManagers available: " + Arrays.toString(freeClusterResources.nodeManagersFree) + "\n" + - "After allocating the JobManager (" + jobManagerMemoryMb + "MB) and (" + i + "/" + taskManagerCount + ") TaskManagers, " + - "the following NodeManagers are available: " + Arrays.toString(nmFree) + noteRsc); - } - } - - return new ClusterSpecification.ClusterSpecificationBuilder() - .setMasterMemoryMB(jobManagerMemoryMb) - .setTaskManagerMemoryMB(taskManagerMemoryMb) - .setNumberTaskManagers(clusterSpecification.getNumberTaskManagers()) - .setSlotsPerTaskManager(clusterSpecification.getSlotsPerTaskManager()) - .createClusterSpecification(); - - } - - private void checkYarnQueues(YarnClient yarnClient) { - try { - List queues = yarnClient.getAllQueues(); - if (queues.size() > 0 && this.yarnQueue != null) { // check only if there are queues configured in yarn and for this session. - boolean queueFound = false; - for (QueueInfo queue : queues) { - if (queue.getQueueName().equals(this.yarnQueue)) { - queueFound = true; - break; - } - } - if (!queueFound) { - String queueNames = ""; - for (QueueInfo queue : queues) { - queueNames += queue.getQueueName() + ", "; - } - LOG.warn("The specified queue '" + this.yarnQueue + "' does not exist. " + - "Available queues: " + queueNames); - } - } else { - LOG.debug("The YARN cluster does not have any queues configured"); - } - } catch (Throwable e) { - LOG.warn("Error while getting queue information from YARN: " + e.getMessage()); - if (LOG.isDebugEnabled()) { - LOG.debug("Error details", e); - } - } - } - - public ApplicationReport startAppMaster( - Configuration configuration, - String applicationName, - String yarnClusterEntrypoint, - JobGraph jobGraph, - YarnClient yarnClient, - YarnClientApplication yarnApplication, - ClusterSpecification clusterSpecification) throws Exception { - - // ------------------ Initialize the file systems ------------------------- - - try { - org.apache.flink.core.fs.FileSystem.initialize(configuration); - } catch (IOException e) { - throw new IOException("Error while setting the default " + - "filesystem scheme from configuration.", e); - } - - // initialize file system - // Copy the application master jar to the filesystem - // Create a local resource to point to the destination jar path - final FileSystem fs = FileSystem.get(yarnConfiguration); - final Path homeDir = fs.getHomeDirectory(); - - // hard coded check for the GoogleHDFS client because its not overriding the getScheme() method. - if (!fs.getClass().getSimpleName().equals("GoogleHadoopFileSystem") && - fs.getScheme().startsWith("file")) { - LOG.warn("The file system scheme is '" + fs.getScheme() + "'. This indicates that the " - + "specified Hadoop configuration path is wrong and the system is using the default Hadoop configuration values." - + "The Flink YARN client needs to store its files in a distributed file system"); - } - - ApplicationSubmissionContext appContext = yarnApplication.getApplicationSubmissionContext(); - Set systemShipFiles = new HashSet<>(shipFiles.size()); - for (File file : shipFiles) { - systemShipFiles.add(file.getAbsoluteFile()); - } - - //check if there is a logback or log4j file - File logbackFile = new File(configurationDirectory + File.separator + CONFIG_FILE_LOGBACK_NAME); - final boolean hasLogback = logbackFile.exists(); - if (hasLogback) { - systemShipFiles.add(logbackFile); - } - - File log4jFile = new File(configurationDirectory + File.separator + CONFIG_FILE_LOG4J_NAME); - final boolean hasLog4j = log4jFile.exists(); - if (hasLog4j) { - systemShipFiles.add(log4jFile); - if (hasLogback) { - // this means there is already a logback configuration file --> fail - LOG.warn("The configuration directory ('" + configurationDirectory + "') contains both LOG4J and " + - "Logback configuration files. Please delete or rename one of them."); - } - } - - addLibFolderToShipFiles(systemShipFiles); - - // Set-up ApplicationSubmissionContext for the application - - final ApplicationId appId = appContext.getApplicationId(); - - // ------------------ Add Zookeeper namespace to local flinkConfiguraton ------ - String zkNamespace = getZookeeperNamespace(); - // no user specified cli argument for namespace? - if (zkNamespace == null || zkNamespace.isEmpty()) { - // namespace defined in config? else use applicationId as default. - zkNamespace = configuration.getString(HighAvailabilityOptions.HA_CLUSTER_ID, String.valueOf(appId)); - setZookeeperNamespace(zkNamespace); - } - - configuration.setString(HighAvailabilityOptions.HA_CLUSTER_ID, zkNamespace); - - if (HighAvailabilityMode.isHighAvailabilityModeActivated(configuration)) { - // activate re-execution of failed applications - appContext.setMaxAppAttempts( - configuration.getInteger( - YarnConfigOptions.APPLICATION_ATTEMPTS.key(), - YarnConfiguration.DEFAULT_RM_AM_MAX_ATTEMPTS)); - - activateHighAvailabilitySupport(appContext); - } else { - // set number of application retries to 1 in the default case - appContext.setMaxAppAttempts( - configuration.getInteger( - YarnConfigOptions.APPLICATION_ATTEMPTS.key(), - 1)); - } - - if (jobGraph != null) { - // add the user code jars from the provided JobGraph - for (org.apache.flink.core.fs.Path path : jobGraph.getUserJars()) { - userJarFiles.add(new File(path.toUri())); - } - } - - // local resource map for Yarn - final Map localResources = new HashMap<>(2 + systemShipFiles.size() + userJarFiles.size()); - // list of remote paths (after upload) - final List paths = new ArrayList<>(2 + systemShipFiles.size() + userJarFiles.size()); - // ship list that enables reuse of resources for task manager containers - StringBuilder envShipFileList = new StringBuilder(); - - // upload and register ship files - List systemClassPaths = uploadAndRegisterFiles( - systemShipFiles, - fs, - homeDir, - appId, - paths, - localResources, - envShipFileList); - - final List userClassPaths = uploadAndRegisterFiles( - userJarFiles, - fs, - homeDir, - appId, - paths, - localResources, - envShipFileList); - - if (userJarInclusion == YarnConfigOptions.UserJarInclusion.ORDER) { - systemClassPaths.addAll(userClassPaths); - } - - // normalize classpath by sorting - Collections.sort(systemClassPaths); - Collections.sort(userClassPaths); - - // classpath assembler - StringBuilder classPathBuilder = new StringBuilder(); - if (userJarInclusion == YarnConfigOptions.UserJarInclusion.FIRST) { - for (String userClassPath : userClassPaths) { - classPathBuilder.append(userClassPath).append(File.pathSeparator); - } - } - for (String classPath : systemClassPaths) { - classPathBuilder.append(classPath).append(File.pathSeparator); - } - if (userJarInclusion == YarnConfigOptions.UserJarInclusion.LAST) { - for (String userClassPath : userClassPaths) { - classPathBuilder.append(userClassPath).append(File.pathSeparator); - } - } - - // Setup jar for ApplicationMaster - Path remotePathJar = setupSingleLocalResource( - "flink.jar", - fs, - appId, - flinkJarPath, - localResources, - homeDir, - ""); - - // set the right configuration values for the TaskManager - configuration.setInteger( - TaskManagerOptions.NUM_TASK_SLOTS, - clusterSpecification.getSlotsPerTaskManager()); - - configuration.setString( - TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY, - clusterSpecification.getTaskManagerMemoryMB() + "m"); - - // Upload the flink configuration - // write out configuration file - File tmpConfigurationFile = File.createTempFile(appId + "-flink-conf.yaml", null); - tmpConfigurationFile.deleteOnExit(); - BootstrapTools.writeConfiguration(configuration, tmpConfigurationFile); - - Path remotePathConf = setupSingleLocalResource( - "flink-conf.yaml", - fs, - appId, - new Path(tmpConfigurationFile.getAbsolutePath()), - localResources, - homeDir, - ""); - - paths.add(remotePathJar); - classPathBuilder.append("flink.jar").append(File.pathSeparator); - paths.add(remotePathConf); - classPathBuilder.append("flink-conf.yaml").append(File.pathSeparator); - - // write job graph to tmp file and add it to local resource - // TODO: server use user main method to generate job graph - if (jobGraph != null) { - try { - File fp = File.createTempFile(appId.toString(), null); - fp.deleteOnExit(); - try (FileOutputStream output = new FileOutputStream(fp); - ObjectOutputStream obOutput = new ObjectOutputStream(output);){ - obOutput.writeObject(jobGraph); - } - - final String jobGraphFilename = "job.graph"; - flinkConfiguration.setString(JOB_GRAPH_FILE_PATH, jobGraphFilename); - - Path pathFromYarnURL = setupSingleLocalResource( - jobGraphFilename, - fs, - appId, - new Path(fp.toURI()), - localResources, - homeDir, - ""); - paths.add(pathFromYarnURL); - classPathBuilder.append(jobGraphFilename).append(File.pathSeparator); - } catch (Exception e) { - LOG.warn("Add job graph to local resource fail"); - throw e; - } - } - - final Path yarnFilesDir = getYarnFilesDir(appId); - FsPermission permission = new FsPermission(FsAction.ALL, FsAction.NONE, FsAction.NONE); - fs.setPermission(yarnFilesDir, permission); // set permission for path. - - //To support Yarn Secure Integration Test Scenario - //In Integration test setup, the Yarn containers created by YarnMiniCluster does not have the Yarn site XML - //and KRB5 configuration files. We are adding these files as container local resources for the container - //applications (JM/TMs) to have proper secure cluster setup - Path remoteKrb5Path = null; - Path remoteYarnSiteXmlPath = null; - boolean hasKrb5 = false; - if (System.getenv("IN_TESTS") != null) { - String krb5Config = System.getProperty("java.security.krb5.conf"); - if (krb5Config != null && krb5Config.length() != 0) { - File krb5 = new File(krb5Config); - LOG.info("Adding KRB5 configuration {} to the AM container local resource bucket", krb5.getAbsolutePath()); - Path krb5ConfPath = new Path(krb5.getAbsolutePath()); - remoteKrb5Path = setupSingleLocalResource( - Utils.KRB5_FILE_NAME, - fs, - appId, - krb5ConfPath, - localResources, - homeDir, - ""); - - File f = new File(System.getenv("YARN_CONF_DIR"), Utils.YARN_SITE_FILE_NAME); - LOG.info("Adding Yarn configuration {} to the AM container local resource bucket", f.getAbsolutePath()); - Path yarnSitePath = new Path(f.getAbsolutePath()); - remoteYarnSiteXmlPath = setupSingleLocalResource( - Utils.YARN_SITE_FILE_NAME, - fs, - appId, - yarnSitePath, - localResources, - homeDir, - ""); - hasKrb5 = true; - } - } - - // setup security tokens - Path remotePathKeytab = null; - String keytab = configuration.getString(SecurityOptions.KERBEROS_LOGIN_KEYTAB); - if (keytab != null) { - LOG.info("Adding keytab {} to the AM container local resource bucket", keytab); - remotePathKeytab = setupSingleLocalResource( - Utils.KEYTAB_FILE_NAME, - fs, - appId, - new Path(keytab), - localResources, - homeDir, - ""); - } - - final ContainerLaunchContext amContainer = setupApplicationMasterContainer( - yarnClusterEntrypoint, - hasLogback, - hasLog4j, - hasKrb5, - clusterSpecification.getMasterMemoryMB()); - - if (UserGroupInformation.isSecurityEnabled()) { - // set HDFS delegation tokens when security is enabled - LOG.info("Adding delegation token to the AM container.."); - Utils.setTokensFor(amContainer, paths, yarnConfiguration); - } - - amContainer.setLocalResources(localResources); - fs.close(); - - // Setup CLASSPATH and environment variables for ApplicationMaster - final Map appMasterEnv = new HashMap<>(); - // set user specified app master environment variables - appMasterEnv.putAll(Utils.getEnvironmentVariables(ResourceManagerOptions.CONTAINERIZED_MASTER_ENV_PREFIX, configuration)); - // set Flink app class path - appMasterEnv.put(YarnConfigKeys.ENV_FLINK_CLASSPATH, classPathBuilder.toString()); - - // set Flink on YARN internal configuration values - appMasterEnv.put(YarnConfigKeys.ENV_TM_COUNT, String.valueOf(clusterSpecification.getNumberTaskManagers())); - appMasterEnv.put(YarnConfigKeys.ENV_TM_MEMORY, String.valueOf(clusterSpecification.getTaskManagerMemoryMB())); - appMasterEnv.put(YarnConfigKeys.FLINK_JAR_PATH, remotePathJar.toString()); - appMasterEnv.put(YarnConfigKeys.ENV_APP_ID, appId.toString()); - appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_HOME_DIR, homeDir.toString()); - appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_SHIP_FILES, envShipFileList.toString()); - appMasterEnv.put(YarnConfigKeys.ENV_SLOTS, String.valueOf(clusterSpecification.getSlotsPerTaskManager())); - appMasterEnv.put(YarnConfigKeys.ENV_DETACHED, String.valueOf(detached)); - appMasterEnv.put(YarnConfigKeys.ENV_ZOOKEEPER_NAMESPACE, getZookeeperNamespace()); - appMasterEnv.put(YarnConfigKeys.FLINK_YARN_FILES, yarnFilesDir.toUri().toString()); - - // https://github.com/apache/hadoop/blob/trunk/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/markdown/YarnApplicationSecurity.md#identity-on-an-insecure-cluster-hadoop_user_name - appMasterEnv.put(YarnConfigKeys.ENV_HADOOP_USER_NAME, UserGroupInformation.getCurrentUser().getUserName()); - - if (remotePathKeytab != null) { - appMasterEnv.put(YarnConfigKeys.KEYTAB_PATH, remotePathKeytab.toString()); - String principal = configuration.getString(SecurityOptions.KERBEROS_LOGIN_PRINCIPAL); - appMasterEnv.put(YarnConfigKeys.KEYTAB_PRINCIPAL, principal); - } - - //To support Yarn Secure Integration Test Scenario - if (remoteYarnSiteXmlPath != null && remoteKrb5Path != null) { - appMasterEnv.put(YarnConfigKeys.ENV_YARN_SITE_XML_PATH, remoteYarnSiteXmlPath.toString()); - appMasterEnv.put(YarnConfigKeys.ENV_KRB5_PATH, remoteKrb5Path.toString()); - } - - if (dynamicPropertiesEncoded != null) { - appMasterEnv.put(YarnConfigKeys.ENV_DYNAMIC_PROPERTIES, dynamicPropertiesEncoded); - } - - // set classpath from YARN configuration - Utils.setupYarnClassPath(yarnConfiguration, appMasterEnv); - - amContainer.setEnvironment(appMasterEnv); - - // Set up resource type requirements for ApplicationMaster - Resource capability = Records.newRecord(Resource.class); - capability.setMemory(clusterSpecification.getMasterMemoryMB()); - capability.setVirtualCores(1); - - final String customApplicationName = customName != null ? customName : applicationName; - - appContext.setApplicationName(customApplicationName); - appContext.setApplicationType("Apache Flink"); - appContext.setAMContainerSpec(amContainer); - appContext.setResource(capability); - - if (yarnQueue != null) { - appContext.setQueue(yarnQueue); - } - - setApplicationNodeLabel(appContext); - - setApplicationTags(appContext); - - // add a hook to clean up in case deployment fails - Thread deploymentFailureHook = new DeploymentFailureHook(yarnClient, yarnApplication, yarnFilesDir); - Runtime.getRuntime().addShutdownHook(deploymentFailureHook); - LOG.info("Submitting application master " + appId); - yarnClient.submitApplication(appContext); - - LOG.info("Waiting for the cluster to be allocated"); - final long startTime = System.currentTimeMillis(); - ApplicationReport report; - YarnApplicationState lastAppState = YarnApplicationState.NEW; - loop: while (true) { - try { - report = yarnClient.getApplicationReport(appId); - } catch (IOException e) { - throw new YarnDeploymentException("Failed to deploy the cluster.", e); - } - YarnApplicationState appState = report.getYarnApplicationState(); - LOG.debug("Application State: {}", appState); - switch(appState) { - case FAILED: - case FINISHED: - case KILLED: - throw new YarnDeploymentException("The YARN application unexpectedly switched to state " - + appState + " during deployment. \n" + - "Diagnostics from YARN: " + report.getDiagnostics() + "\n" + - "If log aggregation is enabled on your cluster, use this command to further investigate the issue:\n" + - "yarn logs -applicationId " + appId); - //break .. - case RUNNING: - LOG.info("YARN application has been deployed successfully."); - break loop; - default: - if (appState != lastAppState) { - LOG.info("Deploying cluster, current state " + appState); - } - if (System.currentTimeMillis() - startTime > 60000) { - LOG.info("Deployment took more than 60 seconds. Please check if the requested resources are available in the YARN cluster"); - } - - } - lastAppState = appState; - Thread.sleep(250); - } - // print the application id for user to cancel themselves. - if (isDetachedMode()) { - LOG.info("The Flink YARN client has been started in detached mode. In order to stop " + - "Flink on YARN, use the following command or a YARN web interface to stop " + - "it:\nyarn application -kill " + appId + "\nPlease also note that the " + - "temporary files of the YARN session in the home directory will not be removed."); - } - // since deployment was successful, remove the hook - ShutdownHookUtil.removeShutdownHook(deploymentFailureHook, getClass().getSimpleName(), LOG); - return report; - } - - /** - * Returns the Path where the YARN application files should be uploaded to. - * - * @param appId YARN application id - */ - private Path getYarnFilesDir(final ApplicationId appId) throws IOException { - final FileSystem fileSystem = FileSystem.get(yarnConfiguration); - final Path homeDir = fileSystem.getHomeDirectory(); - return new Path(homeDir, ".flink/" + appId + '/'); - } - - /** - * Uploads and registers a single resource and adds it to localResources. - * - * @param key - * the key to add the resource under - * @param fs - * the remote file system to upload to - * @param appId - * application ID - * @param localSrcPath - * local path to the file - * @param localResources - * map of resources - * - * @return the remote path to the uploaded resource - */ - private static Path setupSingleLocalResource( - String key, - FileSystem fs, - ApplicationId appId, - Path localSrcPath, - Map localResources, - Path targetHomeDir, - String relativeTargetPath) throws IOException, URISyntaxException { - - Tuple2 resource = Utils.setupLocalResource( - fs, - appId.toString(), - localSrcPath, - targetHomeDir, - relativeTargetPath); - - localResources.put(key, resource.f1); - - return resource.f0; - } - - /** - * Recursively uploads (and registers) any (user and system) files in shipFiles except - * for files matching "flink-dist*.jar" which should be uploaded separately. - * - * @param shipFiles - * files to upload - * @param fs - * file system to upload to - * @param targetHomeDir - * remote home directory to upload to - * @param appId - * application ID - * @param remotePaths - * paths of the remote resources (uploaded resources will be added) - * @param localResources - * map of resources (uploaded resources will be added) - * @param envShipFileList - * list of shipped files in a format understood by {@link Utils#createTaskExecutorContext} - * - * @return list of class paths with the the proper resource keys from the registration - */ - static List uploadAndRegisterFiles( - Collection shipFiles, - FileSystem fs, - Path targetHomeDir, - ApplicationId appId, - List remotePaths, - Map localResources, - StringBuilder envShipFileList) throws IOException, URISyntaxException { - - final List classPaths = new ArrayList<>(2 + shipFiles.size()); - for (File shipFile : shipFiles) { - if (shipFile.isDirectory()) { - // add directories to the classpath - java.nio.file.Path shipPath = shipFile.toPath(); - final java.nio.file.Path parentPath = shipPath.getParent(); - - Files.walkFileTree(shipPath, new SimpleFileVisitor() { - @Override - public FileVisitResult visitFile(java.nio.file.Path file, BasicFileAttributes attrs) - throws IOException { - String fileName = file.getFileName().toString(); - if (!(fileName.startsWith("flink-dist") && - fileName.endsWith("jar"))) { - - java.nio.file.Path relativePath = parentPath.relativize(file); - - String key = relativePath.toString(); - try { - Path remotePath = setupSingleLocalResource( - key, - fs, - appId, - new Path(file.toUri()), - localResources, - targetHomeDir, - relativePath.getParent().toString()); - remotePaths.add(remotePath); - envShipFileList.append(key).append("=") - .append(remotePath).append(","); - - // add files to the classpath - classPaths.add(key); - } catch (URISyntaxException e) { - throw new IOException(e); - } - } - - return FileVisitResult.CONTINUE; - } - }); - } else { - if (!(shipFile.getName().startsWith("flink-dist") && shipFile.getName().endsWith("jar"))) { - Path shipLocalPath = new Path(shipFile.toURI()); - String key = shipFile.getName(); - Path remotePath = setupSingleLocalResource( - key, fs, appId, shipLocalPath, localResources, targetHomeDir, ""); - remotePaths.add(remotePath); - envShipFileList.append(key).append("=").append(remotePath).append(","); - - // add files to the classpath - classPaths.add(key); - } - } - - } - return classPaths; - } - - /** - * Kills YARN application and stops YARN client. - * - *

Use this method to kill the App before it has been properly deployed - */ - private void failSessionDuringDeployment(YarnClient yarnClient, YarnClientApplication yarnApplication) { - LOG.info("Killing YARN application"); - - try { - yarnClient.killApplication(yarnApplication.getNewApplicationResponse().getApplicationId()); - } catch (Exception e) { - // we only log a debug message here because the "killApplication" call is a best-effort - // call (we don't know if the application has been deployed when the error occured). - LOG.debug("Error while killing YARN application", e); - } - yarnClient.stop(); - } - - private static class ClusterResourceDescription { - public final int totalFreeMemory; - public final int containerLimit; - public final int[] nodeManagersFree; - - public ClusterResourceDescription(int totalFreeMemory, int containerLimit, int[] nodeManagersFree) { - this.totalFreeMemory = totalFreeMemory; - this.containerLimit = containerLimit; - this.nodeManagersFree = nodeManagersFree; - } - } - - private ClusterResourceDescription getCurrentFreeClusterResources(YarnClient yarnClient) throws YarnException, IOException { - List nodes = yarnClient.getNodeReports(NodeState.RUNNING); - - int totalFreeMemory = 0; - int containerLimit = 0; - int[] nodeManagersFree = new int[nodes.size()]; - - for (int i = 0; i < nodes.size(); i++) { - NodeReport rep = nodes.get(i); - int free = rep.getCapability().getMemory() - (rep.getUsed() != null ? rep.getUsed().getMemory() : 0); - nodeManagersFree[i] = free; - totalFreeMemory += free; - if (free > containerLimit) { - containerLimit = free; - } - } - return new ClusterResourceDescription(totalFreeMemory, containerLimit, nodeManagersFree); - } - - @Override - public String getClusterDescription() { - - try { - ByteArrayOutputStream baos = new ByteArrayOutputStream(); - PrintStream ps = new PrintStream(baos); - - YarnClusterMetrics metrics = yarnClient.getYarnClusterMetrics(); - - ps.append("NodeManagers in the ClusterClient " + metrics.getNumNodeManagers()); - List nodes = yarnClient.getNodeReports(NodeState.RUNNING); - final String format = "|%-16s |%-16s %n"; - ps.printf("|Property |Value %n"); - ps.println("+---------------------------------------+"); - int totalMemory = 0; - int totalCores = 0; - for (NodeReport rep : nodes) { - final Resource res = rep.getCapability(); - totalMemory += res.getMemory(); - totalCores += res.getVirtualCores(); - ps.format(format, "NodeID", rep.getNodeId()); - ps.format(format, "Memory", res.getMemory() + " MB"); - ps.format(format, "vCores", res.getVirtualCores()); - ps.format(format, "HealthReport", rep.getHealthReport()); - ps.format(format, "Containers", rep.getNumContainers()); - ps.println("+---------------------------------------+"); - } - ps.println("Summary: totalMemory " + totalMemory + " totalCores " + totalCores); - List qInfo = yarnClient.getAllQueues(); - for (QueueInfo q : qInfo) { - ps.println("Queue: " + q.getQueueName() + ", Current Capacity: " + q.getCurrentCapacity() + " Max Capacity: " + - q.getMaximumCapacity() + " Applications: " + q.getApplications().size()); - } - return baos.toString(); - } catch (Exception e) { - throw new RuntimeException("Couldn't get cluster description", e); - } - } - - public void setName(String name) { - if (name == null) { - throw new IllegalArgumentException("The passed name is null"); - } - customName = name; - } - - private void activateHighAvailabilitySupport(ApplicationSubmissionContext appContext) throws - InvocationTargetException, IllegalAccessException { - - ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); - - reflector.setKeepContainersAcrossApplicationAttempts(appContext, true); - reflector.setAttemptFailuresValidityInterval(appContext, AkkaUtils.getTimeout(flinkConfiguration).toMillis()); - } - - private void setApplicationTags(final ApplicationSubmissionContext appContext) throws InvocationTargetException, - IllegalAccessException { - - final ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); - final String tagsString = flinkConfiguration.getString(YarnConfigOptions.APPLICATION_TAGS); - - final Set applicationTags = new HashSet<>(); - - // Trim whitespace and cull empty tags - for (final String tag : tagsString.split(",")) { - final String trimmedTag = tag.trim(); - if (!trimmedTag.isEmpty()) { - applicationTags.add(trimmedTag); - } - } - - reflector.setApplicationTags(appContext, applicationTags); - } - - private void setApplicationNodeLabel(final ApplicationSubmissionContext appContext) throws InvocationTargetException, - IllegalAccessException { - - if (nodeLabel != null) { - final ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); - reflector.setApplicationNodeLabel(appContext, nodeLabel); - } - } - - /** - * Singleton object which uses reflection to determine whether the {@link ApplicationSubmissionContext} - * supports various methods which, depending on the Hadoop version, may or may not be supported. - * - *

If an unsupported method is invoked, nothing happens. - * - *

Currently three methods are proxied: - * - setApplicationTags (>= 2.4.0) - * - setAttemptFailuresValidityInterval (>= 2.6.0) - * - setKeepContainersAcrossApplicationAttempts (>= 2.4.0) - * - setNodeLabelExpression (>= 2.6.0) - */ - private static class ApplicationSubmissionContextReflector { - private static final Logger LOG = LoggerFactory.getLogger(ApplicationSubmissionContextReflector.class); - - private static final ApplicationSubmissionContextReflector instance = - new ApplicationSubmissionContextReflector(ApplicationSubmissionContext.class); - - public static ApplicationSubmissionContextReflector getInstance() { - return instance; - } - - private static final String APPLICATION_TAGS_METHOD_NAME = "setApplicationTags"; - private static final String ATTEMPT_FAILURES_METHOD_NAME = "setAttemptFailuresValidityInterval"; - private static final String KEEP_CONTAINERS_METHOD_NAME = "setKeepContainersAcrossApplicationAttempts"; - private static final String NODE_LABEL_EXPRESSION_NAME = "setNodeLabelExpression"; - - private final Method applicationTagsMethod; - private final Method attemptFailuresValidityIntervalMethod; - private final Method keepContainersMethod; - @Nullable - private final Method nodeLabelExpressionMethod; - - private ApplicationSubmissionContextReflector(Class clazz) { - Method applicationTagsMethod; - Method attemptFailuresValidityIntervalMethod; - Method keepContainersMethod; - Method nodeLabelExpressionMethod; - - try { - // this method is only supported by Hadoop 2.4.0 onwards - applicationTagsMethod = clazz.getMethod(APPLICATION_TAGS_METHOD_NAME, Set.class); - LOG.debug("{} supports method {}.", clazz.getCanonicalName(), APPLICATION_TAGS_METHOD_NAME); - } catch (NoSuchMethodException e) { - LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), APPLICATION_TAGS_METHOD_NAME); - // assign null because the Hadoop version apparently does not support this call. - applicationTagsMethod = null; - } - - this.applicationTagsMethod = applicationTagsMethod; - - try { - // this method is only supported by Hadoop 2.6.0 onwards - attemptFailuresValidityIntervalMethod = clazz.getMethod(ATTEMPT_FAILURES_METHOD_NAME, long.class); - LOG.debug("{} supports method {}.", clazz.getCanonicalName(), ATTEMPT_FAILURES_METHOD_NAME); - } catch (NoSuchMethodException e) { - LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), ATTEMPT_FAILURES_METHOD_NAME); - // assign null because the Hadoop version apparently does not support this call. - attemptFailuresValidityIntervalMethod = null; - } - - this.attemptFailuresValidityIntervalMethod = attemptFailuresValidityIntervalMethod; - - try { - // this method is only supported by Hadoop 2.4.0 onwards - keepContainersMethod = clazz.getMethod(KEEP_CONTAINERS_METHOD_NAME, boolean.class); - LOG.debug("{} supports method {}.", clazz.getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); - } catch (NoSuchMethodException e) { - LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); - // assign null because the Hadoop version apparently does not support this call. - keepContainersMethod = null; - } - - this.keepContainersMethod = keepContainersMethod; - - try { - nodeLabelExpressionMethod = clazz.getMethod(NODE_LABEL_EXPRESSION_NAME, String.class); - LOG.debug("{} supports method {}.", clazz.getCanonicalName(), NODE_LABEL_EXPRESSION_NAME); - } catch (NoSuchMethodException e) { - LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), NODE_LABEL_EXPRESSION_NAME); - nodeLabelExpressionMethod = null; - } - - this.nodeLabelExpressionMethod = nodeLabelExpressionMethod; - } - - public void setApplicationTags( - ApplicationSubmissionContext appContext, - Set applicationTags) throws InvocationTargetException, IllegalAccessException { - if (applicationTagsMethod != null) { - LOG.debug("Calling method {} of {}.", - applicationTagsMethod.getName(), - appContext.getClass().getCanonicalName()); - applicationTagsMethod.invoke(appContext, applicationTags); - } else { - LOG.debug("{} does not support method {}. Doing nothing.", - appContext.getClass().getCanonicalName(), - APPLICATION_TAGS_METHOD_NAME); - } - } - - public void setApplicationNodeLabel( - ApplicationSubmissionContext appContext, - String nodeLabel) throws InvocationTargetException, IllegalAccessException { - if (nodeLabelExpressionMethod != null) { - LOG.debug("Calling method {} of {}.", - nodeLabelExpressionMethod.getName(), - appContext.getClass().getCanonicalName()); - nodeLabelExpressionMethod.invoke(appContext, nodeLabel); - } else { - LOG.debug("{} does not support method {}. Doing nothing.", - appContext.getClass().getCanonicalName(), - NODE_LABEL_EXPRESSION_NAME); - } - } - - public void setAttemptFailuresValidityInterval( - ApplicationSubmissionContext appContext, - long validityInterval) throws InvocationTargetException, IllegalAccessException { - if (attemptFailuresValidityIntervalMethod != null) { - LOG.debug("Calling method {} of {}.", - attemptFailuresValidityIntervalMethod.getName(), - appContext.getClass().getCanonicalName()); - attemptFailuresValidityIntervalMethod.invoke(appContext, validityInterval); - } else { - LOG.debug("{} does not support method {}. Doing nothing.", - appContext.getClass().getCanonicalName(), - ATTEMPT_FAILURES_METHOD_NAME); - } - } - - public void setKeepContainersAcrossApplicationAttempts( - ApplicationSubmissionContext appContext, - boolean keepContainers) throws InvocationTargetException, IllegalAccessException { - - if (keepContainersMethod != null) { - LOG.debug("Calling method {} of {}.", keepContainersMethod.getName(), - appContext.getClass().getCanonicalName()); - keepContainersMethod.invoke(appContext, keepContainers); - } else { - LOG.debug("{} does not support method {}. Doing nothing.", - appContext.getClass().getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); - } - } - } - - private static class YarnDeploymentException extends RuntimeException { - private static final long serialVersionUID = -812040641215388943L; - - public YarnDeploymentException(String message) { - super(message); - } - - public YarnDeploymentException(String message, Throwable cause) { - super(message, cause); - } - } - - private class DeploymentFailureHook extends Thread { - - private final YarnClient yarnClient; - private final YarnClientApplication yarnApplication; - private final Path yarnFilesDir; - - DeploymentFailureHook(YarnClient yarnClient, YarnClientApplication yarnApplication, Path yarnFilesDir) { - this.yarnClient = Preconditions.checkNotNull(yarnClient); - this.yarnApplication = Preconditions.checkNotNull(yarnApplication); - this.yarnFilesDir = Preconditions.checkNotNull(yarnFilesDir); - } - - @Override - public void run() { - LOG.info("Cancelling deployment from Deployment Failure Hook"); - failSessionDuringDeployment(yarnClient, yarnApplication); - LOG.info("Deleting files in {}.", yarnFilesDir); - try { - FileSystem fs = FileSystem.get(yarnConfiguration); - - if (!fs.delete(yarnFilesDir, true)) { - throw new IOException("Deleting files in " + yarnFilesDir + " was unsuccessful"); - } - - fs.close(); - } catch (IOException e) { - LOG.error("Failed to delete Flink Jar and configuration files in HDFS", e); - } - } - } - - protected void addLibFolderToShipFiles(Collection effectiveShipFiles) { - // Add lib folder to the ship files if the environment variable is set. - // This is for convenience when running from the command-line. - // (for other files users explicitly set the ship files) - String libDir = System.getenv().get(ENV_FLINK_LIB_DIR); - if (libDir != null) { - File libDirFile = new File(libDir); - if (libDirFile.isDirectory()) { - effectiveShipFiles.add(libDirFile); - } else { - throw new YarnDeploymentException("The environment variable '" + ENV_FLINK_LIB_DIR + - "' is set to '" + libDir + "' but the directory doesn't exist."); - } - } else if (this.shipFiles.isEmpty()) { - LOG.warn("Environment variable '{}' not set and ship files have not been provided manually. " + - "Not shipping any library files.", ENV_FLINK_LIB_DIR); - } - } - - protected ContainerLaunchContext setupApplicationMasterContainer( - String yarnClusterEntrypoint, - boolean hasLogback, - boolean hasLog4j, - boolean hasKrb5, - int jobManagerMemoryMb) { - // ------------------ Prepare Application Master Container ------------------------------ - - // respect custom JVM options in the YAML file - String javaOpts = flinkConfiguration.getString(CoreOptions.FLINK_JVM_OPTIONS); - if (flinkConfiguration.getString(CoreOptions.FLINK_JM_JVM_OPTIONS).length() > 0) { - javaOpts += " " + flinkConfiguration.getString(CoreOptions.FLINK_JM_JVM_OPTIONS); - } - //applicable only for YarnMiniCluster secure test run - //krb5.conf file will be available as local resource in JM/TM container - if (hasKrb5) { - javaOpts += " -Djava.security.krb5.conf=krb5.conf"; - } - - // Set up the container launch context for the application master - ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class); - - final Map startCommandValues = new HashMap<>(); - startCommandValues.put("java", "$JAVA_HOME/bin/java"); - - int heapSize = Utils.calculateHeapSize(jobManagerMemoryMb, flinkConfiguration); - String jvmHeapMem = String.format("-Xms%sm -Xmx%sm", heapSize, heapSize); - startCommandValues.put("jvmmem", jvmHeapMem); - - startCommandValues.put("jvmopts", javaOpts); - String logging = ""; - - if (hasLogback || hasLog4j) { - logging = "-Dlog.file=\"" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.log\""; - - if (hasLogback) { - logging += " -Dlogback.configurationFile=file:" + CONFIG_FILE_LOGBACK_NAME; - } - - if (hasLog4j) { - logging += " -Dlog4j.configuration=file:" + CONFIG_FILE_LOG4J_NAME; - } - } - - startCommandValues.put("logging", logging); - startCommandValues.put("class", yarnClusterEntrypoint); - startCommandValues.put("redirects", - "1> " + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.out " + - "2> " + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.err"); - startCommandValues.put("args", ""); - - final String commandTemplate = flinkConfiguration - .getString(ConfigConstants.YARN_CONTAINER_START_COMMAND_TEMPLATE, - ConfigConstants.DEFAULT_YARN_CONTAINER_START_COMMAND_TEMPLATE); - final String amCommand = - BootstrapTools.getStartCommand(commandTemplate, startCommandValues); - - amContainer.setCommands(Collections.singletonList(amCommand)); - - LOG.debug("Application Master start command: " + amCommand); - - return amContainer; - } - - private static YarnConfigOptions.UserJarInclusion getUserJarInclusionMode(Configuration config) { - throwIfUserTriesToDisableUserJarInclusionInSystemClassPath(config); - - return config.getEnum(YarnConfigOptions.UserJarInclusion.class, YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR); - } - - private static void throwIfUserTriesToDisableUserJarInclusionInSystemClassPath(final Configuration config) { - final String userJarInclusion = config.getString(YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR); - if ("DISABLED".equalsIgnoreCase(userJarInclusion)) { - throw new IllegalArgumentException(String.format("Config option %s cannot be set to DISABLED anymore (see FLINK-11781)", - YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR.key())); - } - } - - /** - * Creates a YarnClusterClient; may be overridden in tests. - */ - protected abstract ClusterClient createYarnClusterClient( - AbstractYarnClusterDescriptor descriptor, - int numberTaskManagers, - int slotsPerTaskManager, - ApplicationReport report, - Configuration flinkConfiguration, - boolean perJobCluster) throws Exception; -} - diff --git a/pom.xml b/pom.xml index 78e34c817b..32d4f8c4bc 100644 --- a/pom.xml +++ b/pom.xml @@ -60,12 +60,11 @@ UTF-8 - 2.10 - 1.8.1 + 1.10.0 2.7.3 4.5.3 ${basedir}/dev - release_1.8.5 + release_1.10.0 @@ -95,14 +94,14 @@ org.apache.hadoop hadoop-yarn-common ${hadoop.version} - + provided org.apache.hadoop hadoop-yarn-client ${hadoop.version} - + provided org.apache.hadoop @@ -114,7 +113,7 @@ org.apache.hadoop hadoop-yarn-api ${hadoop.version} - + provided org.apache.avro @@ -122,11 +121,6 @@ 1.8.2 provided - - commons-lang - commons-lang - 2.6 - org.testng @@ -169,7 +163,6 @@ - \ No newline at end of file From 2b229f3eb45044ad46c0fc39c17d07ed1b573d78 Mon Sep 17 00:00:00 2001 From: tudou Date: Sun, 26 Apr 2020 19:23:07 +0800 Subject: [PATCH 043/136] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E5=A2=9E=E9=87=8F?= =?UTF-8?q?=E4=BB=BB=E5=8A=A1Accumulator?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index a01102ea94..8578075390 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -322,7 +322,7 @@ protected void initMetric(InputSplit split) { startLocationAccumulator.add(Long.parseLong(incrementConfig.getStartLocation())); } customPrometheusReporter.registerMetric(startLocationAccumulator, Metrics.START_LOCATION); - + getRuntimeContext().addAccumulator(Metrics.START_LOCATION, startLocationAccumulator); endLocationAccumulator = new LongMaximum(); String endLocation = ((JdbcInputSplit) split).getEndLocation(); if (endLocation != null && incrementConfig.isUseMaxFunc()) { @@ -331,6 +331,7 @@ protected void initMetric(InputSplit split) { endLocationAccumulator.add(Long.parseLong(incrementConfig.getStartLocation())); } customPrometheusReporter.registerMetric(endLocationAccumulator, Metrics.END_LOCATION); + getRuntimeContext().addAccumulator(Metrics.END_LOCATION, endLocationAccumulator); } /** From 1a156ba8528bd19dea2f1ea40b8f97afca9f0083 Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 27 Apr 2020 21:42:04 +0800 Subject: [PATCH 044/136] =?UTF-8?q?flinkx1.10=E4=BB=BB=E5=8A=A1=E6=8F=90?= =?UTF-8?q?=E4=BA=A4bug=E4=BF=AE=E5=A4=8D=E5=8F=8A=E4=BB=A3=E7=A0=81?= =?UTF-8?q?=E4=BC=98=E5=8C=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitignore | 3 +- flinkx-binlog/flinkx-binlog-reader/pom.xml | 6 +- .../flinkx-carbondata-reader/pom.xml | 6 +- .../flinkx-carbondata-writer/pom.xml | 6 +- .../flinkx-cassandra-reader/pom.xml | 6 +- .../flinkx-cassandra-writer/pom.xml | 6 +- .../flinkx-clickhouse-reader/pom.xml | 6 +- .../flinkx-clickhouse-writer/pom.xml | 6 +- flinkx-core/pom.xml | 27 +- .../main/java/com/dtstack/flinkx/Main.java | 26 +- .../flinkx/constants/ConfigConstant.java | 18 + .../flinkx/constants/ConstantValue.java | 6 + .../dtstack/flinkx/metrics/BaseMetric.java | 2 +- .../metrics/CustomPrometheusReporter.java | 1 - .../com/dtstack/flinkx/options/Options.java | 12 +- flinkx-db2/flinkx-db2-reader/pom.xml | 6 +- flinkx-db2/flinkx-db2-writer/pom.xml | 6 +- flinkx-dm/flinkx-dm-reader/pom.xml | 6 +- flinkx-dm/flinkx-dm-writer/pom.xml | 6 +- flinkx-emqx/flinkx-emqx-reader/pom.xml | 6 +- flinkx-emqx/flinkx-emqx-writer/pom.xml | 6 +- flinkx-es/flinkx-es-reader/pom.xml | 6 +- flinkx-es/flinkx-es-writer/pom.xml | 6 +- flinkx-ftp/flinkx-ftp-reader/pom.xml | 6 +- flinkx-ftp/flinkx-ftp-writer/pom.xml | 6 +- flinkx-gbase/flinkx-gbase-reader/pom.xml | 6 +- flinkx-gbase/flinkx-gbase-writer/pom.xml | 6 +- flinkx-hbase/flinkx-hbase-reader/pom.xml | 6 +- flinkx-hbase/flinkx-hbase-writer/pom.xml | 6 +- flinkx-hdfs/flinkx-hdfs-reader/pom.xml | 6 +- flinkx-hdfs/flinkx-hdfs-writer/pom.xml | 6 +- flinkx-hive/flinkx-hive-writer/pom.xml | 6 +- flinkx-kafka/flinkx-kafka-reader/pom.xml | 6 +- flinkx-kafka/flinkx-kafka-writer/pom.xml | 6 +- flinkx-kafka09/flinkx-kafka09-reader/pom.xml | 6 +- flinkx-kafka09/flinkx-kafka09-writer/pom.xml | 6 +- flinkx-kafka10/flinkx-kafka10-reader/pom.xml | 6 +- flinkx-kafka10/flinkx-kafka10-writer/pom.xml | 6 +- flinkx-kafka11/flinkx-kafka11-reader/pom.xml | 6 +- flinkx-kafka11/flinkx-kafka11-writer/pom.xml | 6 +- flinkx-kudu/flinkx-kudu-reader/pom.xml | 6 +- flinkx-kudu/flinkx-kudu-writer/pom.xml | 6 +- flinkx-launcher/pom.xml | 36 +- .../flinkx/launcher/ClassLoaderType.java | 21 - .../flinkx/launcher/ClusterClientFactory.java | 60 +- .../com/dtstack/flinkx/launcher/Launcher.java | 13 +- .../dtstack/flinkx/launcher/PluginUtil.java | 54 - .../perJob/FlinkPerJobResourceUtil.java | 71 - .../launcher/perJob/FlinkPerJobUtil.java | 148 ++ .../perJob/PerJobClusterClientBuilder.java | 2 +- .../launcher/perJob/PerJobSubmitter.java | 36 +- .../deployment/ClusterSpecification.java | 249 +++ .../flink/yarn/YarnClusterDescriptor.java | 1614 +++++++++++++++++ .../flinkx-mongodb-oplog-reader/pom.xml | 6 +- flinkx-mongodb/flinkx-mongodb-reader/pom.xml | 6 +- flinkx-mongodb/flinkx-mongodb-writer/pom.xml | 6 +- flinkx-mysql/flinkx-mysql-dreader/pom.xml | 6 +- flinkx-mysql/flinkx-mysql-reader/pom.xml | 6 +- flinkx-mysql/flinkx-mysql-writer/pom.xml | 6 +- flinkx-odps/flinkx-odps-reader/pom.xml | 6 +- flinkx-odps/flinkx-odps-writer/pom.xml | 6 +- flinkx-oracle/flinkx-oracle-reader/pom.xml | 6 +- flinkx-oracle/flinkx-oracle-writer/pom.xml | 6 +- flinkx-pgwal/flinkx-pgwal-reader/pom.xml | 6 +- flinkx-phoenix/flinkx-phoenix-reader/pom.xml | 6 +- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 6 +- flinkx-polardb/flinkx-polardb-dreader/pom.xml | 6 +- flinkx-polardb/flinkx-polardb-reader/pom.xml | 6 +- flinkx-polardb/flinkx-polardb-writer/pom.xml | 6 +- .../flinkx-postgresql-reader/pom.xml | 6 +- .../flinkx-postgresql-writer/pom.xml | 6 +- flinkx-pulsar/flinkx-pulsar-writer/pom.xml | 6 +- flinkx-rdb/flinkx-rdb-core/pom.xml | 6 +- flinkx-rdb/flinkx-rdb-reader/pom.xml | 6 +- flinkx-rdb/flinkx-rdb-writer/pom.xml | 6 +- flinkx-redis/flinkx-redis-writer/pom.xml | 6 +- flinkx-saphana/flinkx-saphana-reader/pom.xml | 6 +- flinkx-saphana/flinkx-saphana-writer/pom.xml | 6 +- .../flinkx-sqlserver-reader/pom.xml | 6 +- .../flinkx-sqlserver-writer/pom.xml | 6 +- flinkx-stream/flinkx-stream-reader/pom.xml | 6 +- flinkx-stream/flinkx-stream-writer/pom.xml | 6 +- .../flinkx-teradata-reader/pom.xml | 8 +- .../flinkx-teradata-writer/pom.xml | 8 +- 84 files changed, 2340 insertions(+), 453 deletions(-) delete mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java delete mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/PluginUtil.java delete mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobResourceUtil.java create mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java create mode 100644 flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java create mode 100644 flinkx-launcher/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java diff --git a/.gitignore b/.gitignore index d8cb487ce5..61e703a5e4 100644 --- a/.gitignore +++ b/.gitignore @@ -8,4 +8,5 @@ jobs/ nohup.out flinkconf/ hadoopconf/ -/default_task_id_output \ No newline at end of file +/default_task_id_output +/syncplugins/ diff --git a/flinkx-binlog/flinkx-binlog-reader/pom.xml b/flinkx-binlog/flinkx-binlog-reader/pom.xml index ad9b9893df..72a35a83da 100644 --- a/flinkx-binlog/flinkx-binlog-reader/pom.xml +++ b/flinkx-binlog/flinkx-binlog-reader/pom.xml @@ -121,13 +121,13 @@ - + - + diff --git a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml index 111fc621c3..9c786f536b 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml @@ -83,13 +83,13 @@ - + - + diff --git a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml index 9b414eafd3..0e97624135 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml index feca24f0f9..788c4b011c 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml @@ -78,13 +78,13 @@ - + - + diff --git a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml index 565ef3ca4f..bcef303f1a 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml @@ -78,13 +78,13 @@ - + - + diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml index 01d798e35d..4422b401f0 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml @@ -73,13 +73,13 @@ - + - + diff --git a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml index 94e72635a6..6a187c7a91 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml @@ -73,13 +73,13 @@ - + - + diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index f859484e6f..d3751c14a8 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -27,7 +27,7 @@ org.slf4j slf4j-api - 1.7.20 + 1.7.21 @@ -86,12 +86,6 @@ - - commons-cli - commons-cli - 1.2 - - org.apache.flink flink-yarn_2.11 @@ -162,6 +156,11 @@ simpleclient 0.5.0 + + org.apache.avro + avro + 1.8.2 + @@ -200,14 +199,12 @@ org.slf4j:* org.apache.httpcomponents:* io.prometheus:* + org.apache.avro:* + org.codehaus.jackson:* commons-*:* - - com.google.common - shade.core.com.google.common - org.apache.http shade.core.org.apache.http @@ -235,14 +232,14 @@ - - + + - + diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index 95fab3010b..952c7c74b9 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -38,6 +38,7 @@ import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.streaming.api.CheckpointingMode; import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.streaming.api.datastream.DataStreamSource; import org.apache.flink.streaming.api.environment.CheckpointConfig; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; @@ -111,14 +112,19 @@ public static void main(String[] args) throws Exception { env.setRestartStrategy(RestartStrategies.noRestart()); BaseDataReader dataReader = DataReaderFactory.getDataReader(config, env); DataStream dataStream = dataReader.readData(); - dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); + if(speedConfig.getReaderChannel() > 0){ + dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); + } if (speedConfig.isRebalance()) { dataStream = dataStream.rebalance(); } BaseDataWriter dataWriter = DataWriterFactory.getDataWriter(config); - dataWriter.writeData(dataStream).setParallelism(speedConfig.getWriterChannel()); + DataStreamSink dataStreamSink = dataWriter.writeData(dataStream); + if(speedConfig.getWriterChannel() > 0){ + dataStreamSink.setParallelism(speedConfig.getWriterChannel()); + } if(env instanceof MyLocalStreamEnvironment) { if(StringUtils.isNotEmpty(savepointPath)){ @@ -201,22 +207,6 @@ private static void addEnvClassPath(StreamExecutionEnvironment env, Set cla if(env instanceof MyLocalStreamEnvironment){ ((MyLocalStreamEnvironment) env).setClasspaths(new ArrayList<>(classPathSet)); } - /* else if(env instanceof StreamContextEnvironment){ - Field field = env.getClass().getDeclaredField("ctx"); - field.setAccessible(true); - ContextEnvironment contextEnvironment= (ContextEnvironment) field.get(env); - - List originUrlList = new ArrayList<>(); - for (URL url : contextEnvironment.getClasspaths()) { - originUrlList.add(url.toString()); - } - - for (URL url : classPathSet) { - if (!originUrlList.contains(url.toString())){ - contextEnvironment.getClasspaths().add(url); - } - } - }*/ } private static Properties parseConf(String confStr) throws Exception{ diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConfigConstant.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConfigConstant.java index 48a3a785e4..baaf65f067 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConfigConstant.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConfigConstant.java @@ -21,6 +21,11 @@ package com.dtstack.flinkx.constants; +import org.apache.flink.configuration.ConfigOption; +import org.apache.flink.configuration.ConfigOptions; + +import static com.dtstack.flinkx.constants.ConstantValue.CLASS_PATH_PLUGIN_LOAD_MODE; + /** * * @author sishu.yss @@ -31,4 +36,17 @@ public class ConfigConstant { public static final String FLINK_CHECKPOINT_INTERVAL_KEY = "flink.checkpoint.interval"; public static final String FLINK_CHECKPOINT_TIMEOUT_KEY = "flink.checkpoint.timeout"; + + public static final String YARN_RESOURCE_MANAGER_WEBAPP_ADDRESS_KEY = "yarn.resourcemanager.webapp.address"; + + public static final ConfigOption FLINK_PLUGIN_LOAD_MODE_KEY = ConfigOptions + .key("pluginLoadMode") + .stringType() + .defaultValue(CLASS_PATH_PLUGIN_LOAD_MODE) + .withDescription("The config parameter defining YarnPer mode plugin loading method." + + "classpath: The plugin package is not uploaded when the task is submitted. " + + "The plugin package needs to be deployed in the pluginRoot directory of the yarn-node node, but the task starts faster" + + "shipfile: When submitting a task, upload the plugin package under the pluginRoot directory to deploy the plug-in package. " + + "The yarn-node node does not need to deploy the plugin package. " + + "The task startup speed depends on the size of the plugin package and the network environment."); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index 46de3749fb..7cc1e791f1 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -51,4 +51,10 @@ public class ConstantValue { public static final String SYSTEM_PROPERTIES_KEY_FILE_ENCODING = "file.encoding"; public static final String OS_WINDOWS = "windows"; + + public static final String SHIP_FILE_PLUGIN_LOAD_MODE = "shipfile"; + public static final String CLASS_PATH_PLUGIN_LOAD_MODE = "classpath"; + + public static final String CLASSLOADER_CHILD_FIRST = "child-first"; + public static final String CLASSLOADER_PARENT_FIRST = "parent-first"; } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/BaseMetric.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/BaseMetric.java index bf52dbe64a..f7019f3996 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/BaseMetric.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/BaseMetric.java @@ -54,7 +54,7 @@ public void addMetric(String metricName, LongCounter counter){ public void addMetric(String metricName, LongCounter counter, boolean meterView){ metricCounters.put(metricName, counter); - flinkxOutput.gauge(metricName, new SimpleAccumulatorGauge(counter)); + flinkxOutput.gauge(metricName, new SimpleAccumulatorGauge<>(counter)); if (meterView){ flinkxOutput.meter(metricName + Metrics.SUFFIX_RATE, new SimpleLongCounterMeterView(counter, 60)); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java index ae03b6d4af..d460469bc2 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java @@ -122,7 +122,6 @@ public void open() { if (StringUtils.isNullOrWhitespaceOnly(host) || port < 1) { return; -// throw new IllegalArgumentException("Invalid host/port configuration. Host: " + host + " Port: " + port); } if (randomSuffix) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index 92c8a4db27..b2304e3264 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -26,6 +26,9 @@ import org.apache.flink.configuration.GlobalConfiguration; import org.apache.flink.yarn.configuration.YarnConfigOptions; +import static com.dtstack.flinkx.constants.ConfigConstant.FLINK_PLUGIN_LOAD_MODE_KEY; +import static com.dtstack.flinkx.constants.ConstantValue.*; + /** * This class define commandline options for the Launcher program * @@ -74,7 +77,7 @@ public class Options { private String s; @OptionRequired(description = "plugin load mode, by classpath or shipfile") - private String pluginLoadMode = "shipfile"; + private String pluginLoadMode = SHIP_FILE_PLUGIN_LOAD_MODE; @OptionRequired(description = "applicationId on yarn cluster") private String appId; @@ -93,11 +96,12 @@ public Configuration loadFlinkConfiguration() { if(StringUtils.isNotBlank(yarnconf)){ flinkConfiguration.setString(ConfigConstants.PATH_HADOOP_CONFIG, yarnconf); } - if("classpath".equalsIgnoreCase(pluginLoadMode)){ - flinkConfiguration.setString(CoreOptions.CLASSLOADER_RESOLVE_ORDER, "child-first"); + if(CLASS_PATH_PLUGIN_LOAD_MODE.equalsIgnoreCase(pluginLoadMode)){ + flinkConfiguration.setString(CoreOptions.CLASSLOADER_RESOLVE_ORDER, CLASSLOADER_CHILD_FIRST); }else{ - flinkConfiguration.setString(CoreOptions.CLASSLOADER_RESOLVE_ORDER, "parent-first"); + flinkConfiguration.setString(CoreOptions.CLASSLOADER_RESOLVE_ORDER, CLASSLOADER_PARENT_FIRST); } + flinkConfiguration.setString(FLINK_PLUGIN_LOAD_MODE_KEY, pluginLoadMode); } return flinkConfiguration; } diff --git a/flinkx-db2/flinkx-db2-reader/pom.xml b/flinkx-db2/flinkx-db2-reader/pom.xml index 6a6f40a2c7..2ed4f7d593 100644 --- a/flinkx-db2/flinkx-db2-reader/pom.xml +++ b/flinkx-db2/flinkx-db2-reader/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-db2/flinkx-db2-writer/pom.xml b/flinkx-db2/flinkx-db2-writer/pom.xml index 2ff75d22e0..524d018ed7 100644 --- a/flinkx-db2/flinkx-db2-writer/pom.xml +++ b/flinkx-db2/flinkx-db2-writer/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-dm/flinkx-dm-reader/pom.xml b/flinkx-dm/flinkx-dm-reader/pom.xml index 15ce92929b..9d0f47efc8 100644 --- a/flinkx-dm/flinkx-dm-reader/pom.xml +++ b/flinkx-dm/flinkx-dm-reader/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-dm/flinkx-dm-writer/pom.xml b/flinkx-dm/flinkx-dm-writer/pom.xml index abe284fc04..46e845ca00 100644 --- a/flinkx-dm/flinkx-dm-writer/pom.xml +++ b/flinkx-dm/flinkx-dm-writer/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-emqx/flinkx-emqx-reader/pom.xml b/flinkx-emqx/flinkx-emqx-reader/pom.xml index 0e106143fd..d5a0c1798a 100644 --- a/flinkx-emqx/flinkx-emqx-reader/pom.xml +++ b/flinkx-emqx/flinkx-emqx-reader/pom.xml @@ -71,13 +71,13 @@ - + - + diff --git a/flinkx-emqx/flinkx-emqx-writer/pom.xml b/flinkx-emqx/flinkx-emqx-writer/pom.xml index a6117433f5..24546c00f8 100644 --- a/flinkx-emqx/flinkx-emqx-writer/pom.xml +++ b/flinkx-emqx/flinkx-emqx-writer/pom.xml @@ -71,13 +71,13 @@ - + - + diff --git a/flinkx-es/flinkx-es-reader/pom.xml b/flinkx-es/flinkx-es-reader/pom.xml index 227dc25d10..ce677cb829 100644 --- a/flinkx-es/flinkx-es-reader/pom.xml +++ b/flinkx-es/flinkx-es-reader/pom.xml @@ -71,13 +71,13 @@ - + - + diff --git a/flinkx-es/flinkx-es-writer/pom.xml b/flinkx-es/flinkx-es-writer/pom.xml index 1cdfab73fb..d14efc2af0 100644 --- a/flinkx-es/flinkx-es-writer/pom.xml +++ b/flinkx-es/flinkx-es-writer/pom.xml @@ -72,13 +72,13 @@ - + - + diff --git a/flinkx-ftp/flinkx-ftp-reader/pom.xml b/flinkx-ftp/flinkx-ftp-reader/pom.xml index 1771055c60..262594556b 100644 --- a/flinkx-ftp/flinkx-ftp-reader/pom.xml +++ b/flinkx-ftp/flinkx-ftp-reader/pom.xml @@ -89,13 +89,13 @@ under the License. - + - + diff --git a/flinkx-ftp/flinkx-ftp-writer/pom.xml b/flinkx-ftp/flinkx-ftp-writer/pom.xml index 61d8ffaede..08142241aa 100644 --- a/flinkx-ftp/flinkx-ftp-writer/pom.xml +++ b/flinkx-ftp/flinkx-ftp-writer/pom.xml @@ -90,13 +90,13 @@ under the License. - + - + diff --git a/flinkx-gbase/flinkx-gbase-reader/pom.xml b/flinkx-gbase/flinkx-gbase-reader/pom.xml index 3082049696..020ac16812 100644 --- a/flinkx-gbase/flinkx-gbase-reader/pom.xml +++ b/flinkx-gbase/flinkx-gbase-reader/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-gbase/flinkx-gbase-writer/pom.xml b/flinkx-gbase/flinkx-gbase-writer/pom.xml index da6f21b4a2..8fdbdfce97 100644 --- a/flinkx-gbase/flinkx-gbase-writer/pom.xml +++ b/flinkx-gbase/flinkx-gbase-writer/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-hbase/flinkx-hbase-reader/pom.xml b/flinkx-hbase/flinkx-hbase-reader/pom.xml index f77a9613ca..567bdd5f84 100644 --- a/flinkx-hbase/flinkx-hbase-reader/pom.xml +++ b/flinkx-hbase/flinkx-hbase-reader/pom.xml @@ -83,13 +83,13 @@ - + - + diff --git a/flinkx-hbase/flinkx-hbase-writer/pom.xml b/flinkx-hbase/flinkx-hbase-writer/pom.xml index d406061b54..77e2a7a861 100644 --- a/flinkx-hbase/flinkx-hbase-writer/pom.xml +++ b/flinkx-hbase/flinkx-hbase-writer/pom.xml @@ -72,13 +72,13 @@ - + - + diff --git a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml index 1a64c0b3ab..aa1260a385 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml @@ -113,13 +113,13 @@ under the License. - + - + diff --git a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml index 89f059b99d..e18ead798f 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml @@ -116,13 +116,13 @@ under the License. - + - + diff --git a/flinkx-hive/flinkx-hive-writer/pom.xml b/flinkx-hive/flinkx-hive-writer/pom.xml index 25357e479f..26495120be 100644 --- a/flinkx-hive/flinkx-hive-writer/pom.xml +++ b/flinkx-hive/flinkx-hive-writer/pom.xml @@ -110,13 +110,13 @@ under the License. - + - + diff --git a/flinkx-kafka/flinkx-kafka-reader/pom.xml b/flinkx-kafka/flinkx-kafka-reader/pom.xml index d6cd16c26f..5aa7766c17 100644 --- a/flinkx-kafka/flinkx-kafka-reader/pom.xml +++ b/flinkx-kafka/flinkx-kafka-reader/pom.xml @@ -51,13 +51,13 @@ - + - + diff --git a/flinkx-kafka/flinkx-kafka-writer/pom.xml b/flinkx-kafka/flinkx-kafka-writer/pom.xml index b62d13da11..8c9c1cf14e 100644 --- a/flinkx-kafka/flinkx-kafka-writer/pom.xml +++ b/flinkx-kafka/flinkx-kafka-writer/pom.xml @@ -50,13 +50,13 @@ - + - + diff --git a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml index 980db83475..61bf52fd84 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml @@ -50,13 +50,13 @@ - + - + diff --git a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml index cea09d8368..1daf62a5f5 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml @@ -50,13 +50,13 @@ - + - + diff --git a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml index 8fbbdb883d..5a621d790a 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml @@ -50,13 +50,13 @@ - + - + diff --git a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml index f28e37fe50..a889295eac 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml @@ -56,13 +56,13 @@ - + - + diff --git a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml index 4fa02eb7e5..5007476af9 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml @@ -50,13 +50,13 @@ - + - + diff --git a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml index fe3808dd63..015af46ceb 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml @@ -51,13 +51,13 @@ - + - + diff --git a/flinkx-kudu/flinkx-kudu-reader/pom.xml b/flinkx-kudu/flinkx-kudu-reader/pom.xml index c8a99fea22..08f20733ff 100644 --- a/flinkx-kudu/flinkx-kudu-reader/pom.xml +++ b/flinkx-kudu/flinkx-kudu-reader/pom.xml @@ -71,13 +71,13 @@ - + - + diff --git a/flinkx-kudu/flinkx-kudu-writer/pom.xml b/flinkx-kudu/flinkx-kudu-writer/pom.xml index 742fae63ab..ed004a5682 100644 --- a/flinkx-kudu/flinkx-kudu-writer/pom.xml +++ b/flinkx-kudu/flinkx-kudu-writer/pom.xml @@ -71,13 +71,13 @@ - + - + diff --git a/flinkx-launcher/pom.xml b/flinkx-launcher/pom.xml index fed35a10a9..8ac6150544 100644 --- a/flinkx-launcher/pom.xml +++ b/flinkx-launcher/pom.xml @@ -12,12 +12,6 @@ flinkx-launcher - - commons-cli - commons-cli - 1.2 - - com.dtstack.flinkx flinkx-core @@ -52,24 +46,48 @@ org.apache.hadoop hadoop-hdfs ${hadoop.version} + + + commons-cli + commons-cli + + org.apache.hadoop hadoop-common ${hadoop.version} + + + commons-cli + commons-cli + + org.apache.hadoop hadoop-yarn-common ${hadoop.version} + + + commons-cli + commons-cli + + org.apache.hadoop hadoop-yarn-client ${hadoop.version} + + + commons-cli + commons-cli + + org.apache.hadoop @@ -86,6 +104,12 @@ avro 1.8.2 + + junit + junit + 4.12 + test + diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java deleted file mode 100644 index 540db38056..0000000000 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java +++ /dev/null @@ -1,21 +0,0 @@ -package com.dtstack.flinkx.launcher; - -/** - * company: www.dtstack.com - * author: toutian - * create: 2019/10/17 - */ -public enum ClassLoaderType { - NONE, CHILD_FIRST, PARENT_FIRST, CHILD_FIRST_CACHE, PARENT_FIRST_CACHE; - - public static ClassLoaderType getByClassMode(String classMode) { - ClassLoaderType classLoaderType; - if ("classpath".equalsIgnoreCase(classMode)) { - classLoaderType = ClassLoaderType.CHILD_FIRST; - } else { - classLoaderType = ClassLoaderType.PARENT_FIRST; - } - - return classLoaderType; - } -} diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index 960b7be4d0..6375a284db 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -30,7 +30,6 @@ import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; import org.apache.flink.yarn.YarnClientYarnClusterInformationRetriever; import org.apache.flink.yarn.YarnClusterDescriptor; -import org.apache.hadoop.fs.Path; import org.apache.hadoop.yarn.api.records.ApplicationId; import org.apache.hadoop.yarn.api.records.ApplicationReport; import org.apache.hadoop.yarn.api.records.YarnApplicationState; @@ -38,9 +37,10 @@ import org.apache.hadoop.yarn.conf.YarnConfiguration; import org.apache.hadoop.yarn.util.ConverterUtils; -import java.io.File; -import java.net.URL; -import java.util.*; +import java.util.EnumSet; +import java.util.HashSet; +import java.util.List; +import java.util.Set; /** * The Factory of ClusterClient @@ -66,12 +66,6 @@ public static ClusterClient createStandaloneClient(Options launcherOptions) thro StandaloneClusterDescriptor standaloneClusterDescriptor = new StandaloneClusterDescriptor(flinkConf); ClusterClient clusterClient = standaloneClusterDescriptor.retrieve(StandaloneClusterId.getInstance()).getClusterClient(); - -// LeaderConnectionInfo connectionInfo = clusterClient.getClusterConnectionInfo(); -// InetSocketAddress address = AkkaUtils.getInetSocketAddressFromAkkaURL(connectionInfo.getAddress()); -// config.setString(JobManagerOptions.ADDRESS, address.getAddress().getHostName()); -// config.setInteger(JobManagerOptions.PORT, address.getPort()); -// clusterClient.setDetached(true); return clusterClient; } @@ -89,7 +83,7 @@ public static ClusterClient createYarnClient(Options launcherOptions) { ApplicationId applicationId; if (StringUtils.isEmpty(launcherOptions.getAppId())) { - applicationId = getAppIdFromYarn(yarnClient); + applicationId = getAppIdFromYarn(yarnClient, launcherOptions); if(applicationId != null && StringUtils.isEmpty(applicationId.toString())) { throw new RuntimeException("No flink session found on yarn cluster."); } @@ -101,7 +95,6 @@ public static ClusterClient createYarnClient(Options launcherOptions) { if(highAvailabilityMode.equals(HighAvailabilityMode.ZOOKEEPER) && applicationId!=null){ flinkConfig.setString(HighAvailabilityOptions.HA_CLUSTER_ID, applicationId.toString()); } -// YarnClusterDescriptor yarnClusterDescriptor = getClusterDescriptor(launcherOptions, yarnClient, yarnConf, flinkConfig); YarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor( flinkConfig, yarnConf, @@ -117,44 +110,7 @@ public static ClusterClient createYarnClient(Options launcherOptions) { throw new UnsupportedOperationException("Haven't been developed yet!"); } - private static YarnClusterDescriptor getClusterDescriptor(Options launcherOptions, - YarnClient yarnClient, - YarnConfiguration yarnConf, - Configuration flinkConfig) throws Exception{ - YarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor( - flinkConfig, - yarnConf, - yarnClient, - YarnClientYarnClusterInformationRetriever.create(yarnClient), - true); - - // plugin dependent on shipfile - if (StringUtils.isNotEmpty(launcherOptions.getPluginLoadMode()) && "shipfile".equalsIgnoreCase(launcherOptions.getPluginLoadMode())) { - List pluginPaths = PluginUtil.getAllPluginPath(launcherOptions.getPluginRoot()); - if (!pluginPaths.isEmpty()) { - yarnClusterDescriptor.addShipFiles(pluginPaths); - } - } - - String flinkJarPath = launcherOptions.getFlinkLibJar(); - if (StringUtils.isNotEmpty(flinkJarPath)) { - List classpaths = new ArrayList<>(); - File[] jars = new File(flinkJarPath).listFiles(); - for (File file : jars) { - if (file.toURI().toURL().toString().contains("flink-dist")) { - yarnClusterDescriptor.setLocalJarPath(new Path(file.toURI().toURL().toString())); - } else { - classpaths.add(file.toURI().toURL()); - } - } - -// yarnClusterDescriptor.setProvidedUserJarFiles(classpaths); - } - - return yarnClusterDescriptor; - } - - private static ApplicationId getAppIdFromYarn(YarnClient yarnClient) throws Exception{ + private static ApplicationId getAppIdFromYarn(YarnClient yarnClient, Options launcherOptions) throws Exception{ Set set = new HashSet<>(); set.add("Apache Flink"); EnumSet enumSet = EnumSet.noneOf(YarnApplicationState.class); @@ -173,6 +129,10 @@ private static ApplicationId getAppIdFromYarn(YarnClient yarnClient) throws Exce continue; } + if(!report.getQueue().equals(launcherOptions.getQueue())) { + continue; + } + int thisMemory = report.getApplicationResourceUsageReport().getNeededResources().getMemory(); int thisCores = report.getApplicationResourceUsageReport().getNeededResources().getVirtualCores(); diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 06f83dbb14..70dfdb32a3 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -26,7 +26,7 @@ import com.dtstack.flinkx.options.OptionParser; import com.dtstack.flinkx.options.Options; import com.dtstack.flinkx.util.SysUtil; -import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.client.ClientUtils; import org.apache.flink.client.program.ClusterClient; import org.apache.flink.client.program.PackagedProgram; @@ -62,6 +62,7 @@ public class Launcher { public static final String PLUGINS_DIR_NAME = "plugins"; public static final String CORE_JAR_NAME_PREFIX = "flinkx"; + public static final String MAIN_CLASS = "com.dtstack.flinkx.Main"; public static void main(String[] args) throws Exception { setLogLevel(Level.DEBUG.toString()); @@ -91,8 +92,8 @@ public static void main(String[] args) throws Exception { throw new IllegalArgumentException("per-job mode must have flink lib path!"); } argList.add("-monitor"); - argList.add("application_default"); - PerJobSubmitter.submit(launcherOptions, buildJobGraph(launcherOptions, argList.toArray(new String[0]))); + argList.add(""); + PerJobSubmitter.submit(launcherOptions, new JobGraph(), argList.toArray(new String[0])); } } @@ -109,7 +110,7 @@ private static JobGraph buildJobGraph(Options launcherOptions, String[] remoteAr PackagedProgram program = PackagedProgram.newBuilder() .setJarFile(jarFile) .setUserClassPaths(urlList) - .setEntryPointClassName("com.dtstack.flinkx.Main") + .setEntryPointClassName(MAIN_CLASS) .setConfiguration(launcherOptions.loadFlinkConfiguration()) .setSavepointRestoreSettings(savepointRestoreSettings) .setArguments(remoteArgs) @@ -117,7 +118,7 @@ private static JobGraph buildJobGraph(Options launcherOptions, String[] remoteAr return PackagedProgramUtils.createJobGraph(program, launcherOptions.loadFlinkConfiguration(), Integer.parseInt(launcherOptions.getParallelism()), false); } - private static List analyzeUserClasspath(String content, String pluginRoot) { + public static List analyzeUserClasspath(String content, String pluginRoot) { List urlList = new ArrayList<>(); String jobJson = readJob(content); @@ -214,7 +215,7 @@ private static String getSystemProperty(String name) { return property; } - private static String getCoreJarFileName(String pluginRoot) throws FileNotFoundException { + public static String getCoreJarFileName(String pluginRoot) throws FileNotFoundException { String coreJarFileName = null; File pluginDir = new File(pluginRoot); if (pluginDir.exists() && pluginDir.isDirectory()) { diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/PluginUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/PluginUtil.java deleted file mode 100644 index cbba6cd27e..0000000000 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/PluginUtil.java +++ /dev/null @@ -1,54 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.launcher; - -import com.google.common.collect.Lists; -import org.apache.commons.lang3.StringUtils; - -import java.io.File; -import java.util.Arrays; -import java.util.List; - -/** - * @author jiangbo - * @date 2020/4/15 - */ -public class PluginUtil { - - public static List getAllPluginPath(String flinkPluginRoot) { - List pluginPaths = Lists.newArrayList(); - if (StringUtils.isNotBlank(flinkPluginRoot)) { - try { - File[] jars = new File(flinkPluginRoot).listFiles(); - if (jars != null) { - pluginPaths.addAll(Arrays.asList(jars)); - } - } catch (Exception e) { - throw new RuntimeException("Get jars from pluginRoot error", e); - } - } - - if (pluginPaths.size() == 0) { - throw new RuntimeException("jars in pluginRoot is null, flinkPluginRoot = " + flinkPluginRoot); - } - - return pluginPaths; - } -} diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobResourceUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobResourceUtil.java deleted file mode 100644 index 50401dc3e8..0000000000 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobResourceUtil.java +++ /dev/null @@ -1,71 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.launcher.perJob; - -import com.dtstack.flinkx.util.ValueUtil; -import org.apache.flink.client.deployment.ClusterSpecification; - -import java.util.Properties; - -/** - * Date: 2019/09/11 - * Company: www.dtstack.com - * @author tudou - */ -public class FlinkPerJobResourceUtil { - /** - * Minimum memory requirements, checked by the Client. - * the minimum memory should be higher than the min heap cutoff - */ - public final static int MIN_JM_MEMORY = 768; - public final static int MIN_TM_MEMORY = 768; - - public final static String JOBMANAGER_MEMORY_MB = "jobmanager.memory.mb"; - public final static String TASKMANAGER_MEMORY_MB = "taskmanager.memory.mb"; -// public final static String NUMBER_TASK_MANAGERS = "taskmanager.num"; - public final static String SLOTS_PER_TASKMANAGER = "taskmanager.slots"; - - /** - * the specification of this per-job mode cost - * @param conProp taskParams - * @return - */ - public static ClusterSpecification createClusterSpecification(Properties conProp){ - int jobmanagerMemoryMb = 768; - int taskmanagerMemoryMb = 768; - int slotsPerTaskManager = 1; - - if(conProp != null){ - if(conProp.contains(JOBMANAGER_MEMORY_MB)){ - jobmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(JOBMANAGER_MEMORY_MB))); - } - if(conProp.contains(TASKMANAGER_MEMORY_MB)){ - taskmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TASKMANAGER_MEMORY_MB))); - } - if (conProp.containsKey(SLOTS_PER_TASKMANAGER)){ - slotsPerTaskManager = ValueUtil.getInt(conProp.get(SLOTS_PER_TASKMANAGER)); - } - } - - return new ClusterSpecification.ClusterSpecificationBuilder() - .setMasterMemoryMB(jobmanagerMemoryMb) - .setTaskManagerMemoryMB(taskmanagerMemoryMb) - .setSlotsPerTaskManager(slotsPerTaskManager) - .createClusterSpecification(); - } -} \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java new file mode 100644 index 0000000000..ab7c392b2c --- /dev/null +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java @@ -0,0 +1,148 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.launcher.perJob; + +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.ValueUtil; +import org.apache.flink.client.deployment.ClusterSpecification; +import org.apache.flink.client.program.PackagedProgram; +import org.apache.hadoop.yarn.client.api.YarnClient; +import org.apache.hadoop.yarn.conf.YarnConfiguration; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.lang.reflect.Field; +import java.util.Properties; + +import static com.dtstack.flinkx.constants.ConfigConstant.YARN_RESOURCE_MANAGER_WEBAPP_ADDRESS_KEY; + +/** + * Date: 2019/09/11 + * Company: www.dtstack.com + * + * @author tudou + */ +public class FlinkPerJobUtil { + private static final Logger LOG = LoggerFactory.getLogger(FlinkPerJobUtil.class); + /** + * Minimum memory requirements, checked by the Client. + * the minimum memory should be higher than the min heap cutoff + */ + public final static int MIN_JM_MEMORY = 768; + public final static int MIN_TM_MEMORY = 768; + + public final static String JOBMANAGER_MEMORY_MB = "jobmanager.memory.mb"; + public final static String TASKMANAGER_MEMORY_MB = "taskmanager.memory.mb"; + public final static String SLOTS_PER_TASKMANAGER = "taskmanager.slots"; + + /** + * the specification of this per-job mode cost + * + * @param conProp taskParams + * @return + */ + public static ClusterSpecification createClusterSpecification(Properties conProp) { + int jobmanagerMemoryMb = 768; + int taskmanagerMemoryMb = 768; + int slotsPerTaskManager = 1; + + if (conProp != null) { + if (conProp.contains(JOBMANAGER_MEMORY_MB)) { + jobmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(JOBMANAGER_MEMORY_MB))); + } + if (conProp.contains(TASKMANAGER_MEMORY_MB)) { + taskmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TASKMANAGER_MEMORY_MB))); + } + if (conProp.containsKey(SLOTS_PER_TASKMANAGER)) { + slotsPerTaskManager = ValueUtil.getInt(conProp.get(SLOTS_PER_TASKMANAGER)); + } + } + + return new ClusterSpecification.ClusterSpecificationBuilder() + .setMasterMemoryMB(jobmanagerMemoryMb) + .setTaskManagerMemoryMB(taskmanagerMemoryMb) + .setSlotsPerTaskManager(slotsPerTaskManager) + .createClusterSpecification(); + } + + public static String getUrlFormat(YarnConfiguration yarnConf, YarnClient yarnClient) { + String url = ""; + try { + Field rmClientField = yarnClient.getClass().getDeclaredField("rmClient"); + rmClientField.setAccessible(true); + Object rmClient = rmClientField.get(yarnClient); + + Field hField = rmClient.getClass().getSuperclass().getDeclaredField("h"); + hField.setAccessible(true); + //获取指定对象中此字段的值 + Object h = hField.get(rmClient); + Object currentProxy = null; + + try { + Field currentProxyField = h.getClass().getDeclaredField("currentProxy"); + currentProxyField.setAccessible(true); + currentProxy = currentProxyField.get(h); + } catch (Exception e) { + //兼容Hadoop 2.7.3.2.6.4.91-3 + LOG.warn("get currentProxy error:{}", ExceptionUtil.getErrorMessage(e)); + Field proxyDescriptorField = h.getClass().getDeclaredField("proxyDescriptor"); + proxyDescriptorField.setAccessible(true); + Object proxyDescriptor = proxyDescriptorField.get(h); + Field currentProxyField = proxyDescriptor.getClass().getDeclaredField("proxyInfo"); + currentProxyField.setAccessible(true); + currentProxy = currentProxyField.get(proxyDescriptor); + } + + Field proxyInfoField = currentProxy.getClass().getDeclaredField("proxyInfo"); + proxyInfoField.setAccessible(true); + String proxyInfoKey = (String) proxyInfoField.get(currentProxy); + + String key = YARN_RESOURCE_MANAGER_WEBAPP_ADDRESS_KEY + "." + proxyInfoKey; + String addr = yarnConf.get(key); + + if (addr == null) { + addr = yarnConf.get(YARN_RESOURCE_MANAGER_WEBAPP_ADDRESS_KEY); + } + + return String.format("http://%s/proxy", addr); + } catch (Exception e) { + LOG.warn("get monitor error:{}", ExceptionUtil.getErrorMessage(e)); + } + + return url; + } + + public static PackagedProgram buildProgram(String monitorUrl, ClusterSpecification clusterSpecification) throws Exception { + String[] args = clusterSpecification.getProgramArgs(); + for (int i = 0; i < args.length; i++) { + if ("-monitor".equals(args[i])) { + args[i + 1] = monitorUrl; + break; + } + } + + return PackagedProgram.newBuilder() + .setJarFile(clusterSpecification.getJarFile()) + .setUserClassPaths(clusterSpecification.getClasspaths()) + .setEntryPointClassName(clusterSpecification.getEntryPointClass()) + .setConfiguration(clusterSpecification.getConfiguration()) + .setSavepointRestoreSettings(clusterSpecification.getSpSetting()) + .setArguments(args) + .build(); + } +} \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java index 23078e97f9..c6a8538b70 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java @@ -19,7 +19,7 @@ import com.dtstack.flinkx.launcher.YarnConfLoader; import com.dtstack.flinkx.options.Options; -import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.configuration.Configuration; import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.security.SecurityConfiguration; diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java index a0daae8cd6..a401695ea0 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java @@ -18,18 +18,24 @@ package com.dtstack.flinkx.launcher.perJob; +import com.dtstack.flinkx.launcher.YarnConfLoader; import com.dtstack.flinkx.options.Options; import com.dtstack.flinkx.util.MapUtil; +import org.apache.commons.lang.StringUtils; import org.apache.flink.client.deployment.ClusterSpecification; import org.apache.flink.client.program.ClusterClientProvider; import org.apache.flink.runtime.jobgraph.JobGraph; +import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.yarn.YarnClusterDescriptor; import org.apache.hadoop.yarn.api.records.ApplicationId; import org.slf4j.Logger; import org.slf4j.LoggerFactory; +import java.io.File; import java.util.Properties; +import static com.dtstack.flinkx.launcher.Launcher.*; + /** * Date: 2019/09/11 * Company: www.dtstack.com @@ -40,19 +46,35 @@ public class PerJobSubmitter { /** * submit per-job task - * @param options LauncherOptions + * @param launcherOptions LauncherOptions * @param jobGraph JobGraph + * @param remoteArgs remoteArgs * @return * @throws Exception */ - public static String submit(Options options, JobGraph jobGraph) throws Exception{ - LOG.info("start to submit per-job task, options = {}", options.toString()); - Properties conProp = MapUtil.jsonStrToObject(options.getConfProp(), Properties.class); - ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp); + public static String submit(Options launcherOptions, JobGraph jobGraph, String[] remoteArgs) throws Exception{ + LOG.info("start to submit per-job task, launcherOptions = {}", launcherOptions.toString()); + Properties conProp = MapUtil.jsonStrToObject(launcherOptions.getConfProp(), Properties.class); + ClusterSpecification clusterSpecification = FlinkPerJobUtil.createClusterSpecification(conProp); + clusterSpecification.setCreateProgramDelay(true); + + String pluginRoot = launcherOptions.getPluginRoot(); + File jarFile = new File(pluginRoot + File.separator + getCoreJarFileName(pluginRoot)); + clusterSpecification.setConfiguration(launcherOptions.loadFlinkConfiguration()); + clusterSpecification.setClasspaths(analyzeUserClasspath(launcherOptions.getJob(), pluginRoot)); + clusterSpecification.setEntryPointClass(MAIN_CLASS); + clusterSpecification.setJarFile(jarFile); + + if (StringUtils.isNotEmpty(launcherOptions.getS())) { + clusterSpecification.setSpSetting(SavepointRestoreSettings.forPath(launcherOptions.getS())); + } + clusterSpecification.setProgramArgs(remoteArgs); + clusterSpecification.setCreateProgramDelay(true); + clusterSpecification.setYarnConfiguration(YarnConfLoader.getYarnConf(launcherOptions.getYarnconf())); PerJobClusterClientBuilder perJobClusterClientBuilder = new PerJobClusterClientBuilder(); - perJobClusterClientBuilder.init(options, conProp); + perJobClusterClientBuilder.init(launcherOptions, conProp); - YarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, options, jobGraph); + YarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, launcherOptions, jobGraph); ClusterClientProvider provider = descriptor.deployJobCluster(clusterSpecification, jobGraph, true); String applicationId = provider.getClusterClient().getClusterId().toString(); String flinkJobId = jobGraph.getJobID().toString(); diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java new file mode 100644 index 0000000000..25656e2219 --- /dev/null +++ b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java @@ -0,0 +1,249 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.client.deployment; + +import org.apache.flink.client.program.PackagedProgram; +import org.apache.flink.configuration.ConfigConstants; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.JobManagerOptions; +import org.apache.flink.configuration.TaskManagerOptions; +import org.apache.flink.runtime.jobgraph.JobGraph; +import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; +import org.apache.hadoop.yarn.conf.YarnConfiguration; + +import java.io.File; +import java.net.URL; +import java.util.List; + +/** + * Description of the cluster to start by the {@link ClusterDescriptor}. + */ +public final class ClusterSpecification { + private final int masterMemoryMB; + private final int taskManagerMemoryMB; + private final int numberTaskManagers; + private final int slotsPerTaskManager; + private final int priority; + + private int parallelism; + private Configuration configuration; + private YarnConfiguration yarnConfiguration; + private JobGraph jobGraph; + private SavepointRestoreSettings spSetting = SavepointRestoreSettings.none(); + private List classpaths; + private String entryPointClass; + private String[] programArgs; + private File jarFile; + private boolean createProgramDelay = false; + private PackagedProgram program; + + private ClusterSpecification(int masterMemoryMB, int taskManagerMemoryMB, int numberTaskManagers, int slotsPerTaskManager, int parallelism, int priority) { + this.masterMemoryMB = masterMemoryMB; + this.taskManagerMemoryMB = taskManagerMemoryMB; + this.numberTaskManagers = numberTaskManagers; + this.slotsPerTaskManager = slotsPerTaskManager; + this.parallelism = parallelism; + this.priority = priority; + } + + public PackagedProgram getProgram() { + return program; + } + + public void setProgram(PackagedProgram program) { + this.program = program; + } + + public YarnConfiguration getYarnConfiguration() { + return yarnConfiguration; + } + + public void setYarnConfiguration(YarnConfiguration yarnConfiguration) { + this.yarnConfiguration = yarnConfiguration; + } + + public JobGraph getJobGraph() { + return jobGraph; + } + + public void setJobGraph(JobGraph jobGraph) { + this.jobGraph = jobGraph; + } + + public int getParallelism() { + return parallelism; + } + + public void setParallelism(int parallelism) { + this.parallelism = parallelism; + } + + public Configuration getConfiguration() { + return configuration; + } + + public void setConfiguration(Configuration configuration) { + this.configuration = configuration; + } + + public int getMasterMemoryMB() { + return masterMemoryMB; + } + + public int getTaskManagerMemoryMB() { + return taskManagerMemoryMB; + } + + public int getNumberTaskManagers() { + return numberTaskManagers; + } + + public int getSlotsPerTaskManager() { + return slotsPerTaskManager; + } + + public int getPriority(){ + return priority; + } + + public SavepointRestoreSettings getSpSetting() { + return spSetting; + } + + public void setSpSetting(SavepointRestoreSettings spSetting) { + this.spSetting = spSetting; + } + + public List getClasspaths() { + return classpaths; + } + + public void setClasspaths(List classpaths) { + this.classpaths = classpaths; + } + + public String getEntryPointClass() { + return entryPointClass; + } + + public void setEntryPointClass(String entryPointClass) { + this.entryPointClass = entryPointClass; + } + + public String[] getProgramArgs() { + return programArgs; + } + + public void setProgramArgs(String[] programArgs) { + this.programArgs = programArgs; + } + + public File getJarFile() { + return jarFile; + } + + public void setJarFile(File jarFile) { + this.jarFile = jarFile; + } + + public boolean isCreateProgramDelay() { + return createProgramDelay; + } + + public void setCreateProgramDelay(boolean createProgramDelay) { + this.createProgramDelay = createProgramDelay; + } + + @Override + public String toString() { + return "ClusterSpecification{" + + "masterMemoryMB=" + masterMemoryMB + + ", taskManagerMemoryMB=" + taskManagerMemoryMB + + ", numberTaskManagers=" + numberTaskManagers + + ", slotsPerTaskManager=" + slotsPerTaskManager + + ", priority=" + priority + + '}'; + } + + public static ClusterSpecification fromConfiguration(Configuration configuration) { + int slots = configuration.getInteger(ConfigConstants.TASK_MANAGER_NUM_TASK_SLOTS, 1); + + int jobManagerMemoryMb = configuration.getInteger(JobManagerOptions.JOB_MANAGER_HEAP_MEMORY_MB); + int taskManagerMemoryMb = configuration.getInteger(TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY_MB); + + return new ClusterSpecificationBuilder() + .setMasterMemoryMB(jobManagerMemoryMb) + .setTaskManagerMemoryMB(taskManagerMemoryMb) + .setNumberTaskManagers(1) + .setSlotsPerTaskManager(slots) + .createClusterSpecification(); + } + + /** + * Builder for the {@link ClusterSpecification} instance. + */ + public static class ClusterSpecificationBuilder { + private int masterMemoryMB = 768; + private int taskManagerMemoryMB = 768; + private int numberTaskManagers = 1; + private int slotsPerTaskManager = 1; + private int parallelism = 1; + private int priority = 0; + + public ClusterSpecificationBuilder setMasterMemoryMB(int masterMemoryMB) { + this.masterMemoryMB = masterMemoryMB; + return this; + } + + public ClusterSpecificationBuilder setTaskManagerMemoryMB(int taskManagerMemoryMB) { + this.taskManagerMemoryMB = taskManagerMemoryMB; + return this; + } + + public ClusterSpecificationBuilder setNumberTaskManagers(int numberTaskManagers) { + this.numberTaskManagers = numberTaskManagers; + return this; + } + + public ClusterSpecificationBuilder setSlotsPerTaskManager(int slotsPerTaskManager) { + this.slotsPerTaskManager = slotsPerTaskManager; + return this; + } + + public ClusterSpecificationBuilder setPriority(int priority){ + this.priority = priority; + return this; + } + + public ClusterSpecificationBuilder setParallelism(int parallelism) { + this.parallelism = parallelism; + return this; + } + + public ClusterSpecification createClusterSpecification() { + return new ClusterSpecification( + masterMemoryMB, + taskManagerMemoryMB, + numberTaskManagers, + slotsPerTaskManager, + parallelism, + priority); + } + } +} diff --git a/flinkx-launcher/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java b/flinkx-launcher/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java new file mode 100644 index 0000000000..b0403ab908 --- /dev/null +++ b/flinkx-launcher/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java @@ -0,0 +1,1614 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.yarn; + +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.annotation.VisibleForTesting; +import org.apache.flink.api.common.cache.DistributedCache; +import org.apache.flink.api.java.tuple.Tuple2; +import org.apache.flink.client.deployment.ClusterDeploymentException; +import org.apache.flink.client.deployment.ClusterDescriptor; +import org.apache.flink.client.deployment.ClusterRetrieveException; +import org.apache.flink.client.deployment.ClusterSpecification; +import org.apache.flink.client.program.ClusterClientProvider; +import org.apache.flink.client.program.PackagedProgram; +import org.apache.flink.client.program.PackagedProgramUtils; +import org.apache.flink.client.program.rest.RestClusterClient; +import org.apache.flink.configuration.*; +import org.apache.flink.core.plugin.PluginConfig; +import org.apache.flink.core.plugin.PluginUtils; +import org.apache.flink.runtime.clusterframework.BootstrapTools; +import org.apache.flink.runtime.entrypoint.ClusterEntrypoint; +import org.apache.flink.runtime.jobgraph.JobGraph; +import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; +import org.apache.flink.util.FlinkException; +import org.apache.flink.util.Preconditions; +import org.apache.flink.util.ShutdownHookUtil; +import org.apache.flink.yarn.configuration.YarnConfigOptions; +import org.apache.flink.yarn.configuration.YarnConfigOptionsInternal; +import org.apache.flink.yarn.entrypoint.YarnJobClusterEntrypoint; +import org.apache.flink.yarn.entrypoint.YarnSessionClusterEntrypoint; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.fs.permission.FsAction; +import org.apache.hadoop.fs.permission.FsPermission; +import org.apache.hadoop.security.UserGroupInformation; +import org.apache.hadoop.yarn.api.ApplicationConstants; +import org.apache.hadoop.yarn.api.protocolrecords.GetNewApplicationResponse; +import org.apache.hadoop.yarn.api.records.*; +import org.apache.hadoop.yarn.client.api.YarnClient; +import org.apache.hadoop.yarn.client.api.YarnClientApplication; +import org.apache.hadoop.yarn.conf.YarnConfiguration; +import org.apache.hadoop.yarn.exceptions.YarnException; +import org.apache.hadoop.yarn.util.ConverterUtils; +import org.apache.hadoop.yarn.util.Records; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import javax.annotation.Nullable; +import java.io.*; +import java.lang.reflect.InvocationTargetException; +import java.lang.reflect.Method; +import java.net.URISyntaxException; +import java.net.URLDecoder; +import java.nio.charset.Charset; +import java.nio.file.FileVisitResult; +import java.nio.file.Files; +import java.nio.file.SimpleFileVisitor; +import java.nio.file.attribute.BasicFileAttributes; +import java.util.*; +import java.util.stream.Collectors; + +import static com.dtstack.flinkx.constants.ConfigConstant.FLINK_PLUGIN_LOAD_MODE_KEY; +import static com.dtstack.flinkx.constants.ConstantValue.SHIP_FILE_PLUGIN_LOAD_MODE; +import static com.dtstack.flinkx.launcher.perJob.FlinkPerJobUtil.buildProgram; +import static com.dtstack.flinkx.launcher.perJob.FlinkPerJobUtil.getUrlFormat; +import static org.apache.flink.configuration.ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR; +import static org.apache.flink.configuration.ConfigConstants.ENV_FLINK_LIB_DIR; +import static org.apache.flink.runtime.entrypoint.component.FileJobGraphRetriever.JOB_GRAPH_FILE_PATH; +import static org.apache.flink.util.Preconditions.checkArgument; +import static org.apache.flink.util.Preconditions.checkNotNull; +import static org.apache.flink.yarn.cli.FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME; +import static org.apache.flink.yarn.cli.FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME; + +/** + * The descriptor with deployment information for deploying a Flink cluster on Yarn. + */ +public class YarnClusterDescriptor implements ClusterDescriptor { + private static final Logger LOG = LoggerFactory.getLogger(YarnClusterDescriptor.class); + + private final YarnConfiguration yarnConfiguration; + + private final YarnClient yarnClient; + + private final YarnClusterInformationRetriever yarnClusterInformationRetriever; + + /** True if the descriptor must not shut down the YarnClient. */ + private final boolean sharedYarnClient; + + /** Lazily initialized list of files to ship. */ + private final List shipFiles = new LinkedList<>(); + + private final String yarnQueue; + + private Path flinkJarPath; + + private final Configuration flinkConfiguration; + + private final String customName; + + private final String nodeLabel; + + private final String applicationType; + + private String zookeeperNamespace; + + private YarnConfigOptions.UserJarInclusion userJarInclusion; + + public YarnClusterDescriptor( + Configuration flinkConfiguration, + YarnConfiguration yarnConfiguration, + YarnClient yarnClient, + YarnClusterInformationRetriever yarnClusterInformationRetriever, + boolean sharedYarnClient) { + + this.yarnConfiguration = Preconditions.checkNotNull(yarnConfiguration); + this.yarnClient = Preconditions.checkNotNull(yarnClient); + this.yarnClusterInformationRetriever = Preconditions.checkNotNull(yarnClusterInformationRetriever); + this.sharedYarnClient = sharedYarnClient; + + this.flinkConfiguration = Preconditions.checkNotNull(flinkConfiguration); + this.userJarInclusion = getUserJarInclusionMode(flinkConfiguration); + + getLocalFlinkDistPath(flinkConfiguration).ifPresent(this::setLocalJarPath); + decodeDirsToShipToCluster(flinkConfiguration).ifPresent(this::addShipFiles); + + this.yarnQueue = flinkConfiguration.getString(YarnConfigOptions.APPLICATION_QUEUE); + this.customName = flinkConfiguration.getString(YarnConfigOptions.APPLICATION_NAME); + this.applicationType = flinkConfiguration.getString(YarnConfigOptions.APPLICATION_TYPE); + this.nodeLabel = flinkConfiguration.getString(YarnConfigOptions.NODE_LABEL); + + // we want to ignore the default value at this point. + this.zookeeperNamespace = flinkConfiguration.getString(HighAvailabilityOptions.HA_CLUSTER_ID, null); + } + + private Optional> decodeDirsToShipToCluster(final Configuration configuration) { + checkNotNull(configuration); + + final List files = ConfigUtils.decodeListFromConfig(configuration, YarnConfigOptions.SHIP_DIRECTORIES, File::new); + return files.isEmpty() ? Optional.empty() : Optional.of(files); + } + + private Optional getLocalFlinkDistPath(final Configuration configuration) { + final String localJarPath = configuration.getString(YarnConfigOptions.FLINK_DIST_JAR); + if (localJarPath != null) { + return Optional.of(new Path(localJarPath)); + } + + LOG.info("No path for the flink jar passed. Using the location of " + getClass() + " to locate the jar"); + + // check whether it's actually a jar file --> when testing we execute this class without a flink-dist jar + final String decodedPath = getDecodedJarPath(); + return decodedPath.endsWith(".jar") + ? Optional.of(new Path(new File(decodedPath).toURI())) + : Optional.empty(); + } + + private String getDecodedJarPath() { + final String encodedJarPath = getClass().getProtectionDomain().getCodeSource().getLocation().getPath(); + try { + return URLDecoder.decode(encodedJarPath, Charset.defaultCharset().name()); + } catch (UnsupportedEncodingException e) { + throw new RuntimeException("Couldn't decode the encoded Flink dist jar path: " + encodedJarPath + + " You can supply a path manually via the command line."); + } + } + + @VisibleForTesting + List getShipFiles() { + return shipFiles; + } + + public YarnClient getYarnClient() { + return yarnClient; + } + + /** + * The class to start the application master with. This class runs the main + * method in case of session cluster. + */ + protected String getYarnSessionClusterEntrypoint() { + return YarnSessionClusterEntrypoint.class.getName(); + } + + /** + * The class to start the application master with. This class runs the main + * method in case of the job cluster. + */ + protected String getYarnJobClusterEntrypoint() { + return YarnJobClusterEntrypoint.class.getName(); + } + + public Configuration getFlinkConfiguration() { + return flinkConfiguration; + } + + public void setLocalJarPath(Path localJarPath) { + if (!localJarPath.toString().endsWith("jar")) { + throw new IllegalArgumentException("The passed jar path ('" + localJarPath + "') does not end with the 'jar' extension"); + } + this.flinkJarPath = localJarPath; + } + + /** + * Adds the given files to the list of files to ship. + * + *

Note that any file matching "flink-dist*.jar" will be excluded from the upload by + * {@link #uploadAndRegisterFiles(Collection, FileSystem, Path, ApplicationId, List, Map, String, StringBuilder)} + * since we upload the Flink uber jar ourselves and do not need to deploy it multiple times. + * + * @param shipFiles files to ship + */ + public void addShipFiles(List shipFiles) { + checkArgument(userJarInclusion != YarnConfigOptions.UserJarInclusion.DISABLED || isUsrLibDirIncludedInShipFiles(shipFiles), + "This is an illegal ship directory : %s. When setting the %s to %s the name of ship directory can not be %s.", + ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR, + YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR.key(), + YarnConfigOptions.UserJarInclusion.DISABLED, + ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR); + this.shipFiles.addAll(shipFiles); + } + + private void isReadyForDeployment(ClusterSpecification clusterSpecification) throws Exception { + + if (this.flinkJarPath == null) { + throw new YarnDeploymentException("The Flink jar path is null"); + } + if (this.flinkConfiguration == null) { + throw new YarnDeploymentException("Flink configuration object has not been set"); + } + + // Check if we don't exceed YARN's maximum virtual cores. + final int numYarnMaxVcores = yarnClusterInformationRetriever.getMaxVcores(); + + int configuredAmVcores = flinkConfiguration.getInteger(YarnConfigOptions.APP_MASTER_VCORES); + if (configuredAmVcores > numYarnMaxVcores) { + throw new IllegalConfigurationException( + String.format("The number of requested virtual cores for application master %d" + + " exceeds the maximum number of virtual cores %d available in the Yarn Cluster.", + configuredAmVcores, numYarnMaxVcores)); + } + + int configuredVcores = flinkConfiguration.getInteger(YarnConfigOptions.VCORES, clusterSpecification.getSlotsPerTaskManager()); + // don't configure more than the maximum configured number of vcores + if (configuredVcores > numYarnMaxVcores) { + throw new IllegalConfigurationException( + String.format("The number of requested virtual cores per node %d" + + " exceeds the maximum number of virtual cores %d available in the Yarn Cluster." + + " Please note that the number of virtual cores is set to the number of task slots by default" + + " unless configured in the Flink config with '%s.'", + configuredVcores, numYarnMaxVcores, YarnConfigOptions.VCORES.key())); + } + + // check if required Hadoop environment variables are set. If not, warn user + if (System.getenv("HADOOP_CONF_DIR") == null && + System.getenv("YARN_CONF_DIR") == null) { + LOG.warn("Neither the HADOOP_CONF_DIR nor the YARN_CONF_DIR environment variable is set. " + + "The Flink YARN Client needs one of these to be set to properly load the Hadoop " + + "configuration for accessing YARN."); + } + } + + public String getZookeeperNamespace() { + return zookeeperNamespace; + } + + private void setZookeeperNamespace(String zookeeperNamespace) { + this.zookeeperNamespace = zookeeperNamespace; + } + + public String getNodeLabel() { + return nodeLabel; + } + + // ------------------------------------------------------------- + // Lifecycle management + // ------------------------------------------------------------- + + @Override + public void close() { + if (!sharedYarnClient) { + yarnClient.stop(); + } + } + + // ------------------------------------------------------------- + // ClusterClient overrides + // ------------------------------------------------------------- + + @Override + public ClusterClientProvider retrieve(ApplicationId applicationId) throws ClusterRetrieveException { + + try { + // check if required Hadoop environment variables are set. If not, warn user + if (System.getenv("HADOOP_CONF_DIR") == null && + System.getenv("YARN_CONF_DIR") == null) { + LOG.warn("Neither the HADOOP_CONF_DIR nor the YARN_CONF_DIR environment variable is set." + + "The Flink YARN Client needs one of these to be set to properly load the Hadoop " + + "configuration for accessing YARN."); + } + + final ApplicationReport report = yarnClient.getApplicationReport(applicationId); + + if (report.getFinalApplicationStatus() != FinalApplicationStatus.UNDEFINED) { + // Flink cluster is not running anymore + LOG.error("The application {} doesn't run anymore. It has previously completed with final status: {}", + applicationId, report.getFinalApplicationStatus()); + throw new RuntimeException("The Yarn application " + applicationId + " doesn't run anymore."); + } + + setClusterEntrypointInfoToConfig(report); + + return () -> { + try { + return new RestClusterClient<>(flinkConfiguration, report.getApplicationId()); + } catch (Exception e) { + throw new RuntimeException("Couldn't retrieve Yarn cluster", e); + } + }; + } catch (Exception e) { + throw new ClusterRetrieveException("Couldn't retrieve Yarn cluster", e); + } + } + + @Override + public ClusterClientProvider deploySessionCluster(ClusterSpecification clusterSpecification) throws ClusterDeploymentException { + try { + return deployInternal( + clusterSpecification, + "Flink session cluster", + getYarnSessionClusterEntrypoint(), + null, + false); + } catch (Exception e) { + throw new ClusterDeploymentException("Couldn't deploy Yarn session cluster", e); + } + } + + @Override + public ClusterClientProvider deployJobCluster( + ClusterSpecification clusterSpecification, + JobGraph jobGraph, + boolean detached) throws ClusterDeploymentException { + try { + return deployInternal( + clusterSpecification, + "Flink per-job cluster", + getYarnJobClusterEntrypoint(), + jobGraph, + detached); + } catch (Exception e) { + throw new ClusterDeploymentException("Could not deploy Yarn job cluster.", e); + } + } + + @Override + public void killCluster(ApplicationId applicationId) throws FlinkException { + try { + yarnClient.killApplication(applicationId); + Utils.deleteApplicationFiles(Collections.singletonMap( + YarnConfigKeys.FLINK_YARN_FILES, + getYarnFilesDir(applicationId).toUri().toString())); + } catch (YarnException | IOException e) { + throw new FlinkException("Could not kill the Yarn Flink cluster with id " + applicationId + '.', e); + } + } + + /** + * This method will block until the ApplicationMaster/JobManager have been deployed on YARN. + * + * @param clusterSpecification Initial cluster specification for the Flink cluster to be deployed + * @param applicationName name of the Yarn application to start + * @param yarnClusterEntrypoint Class name of the Yarn cluster entry point. + * @param jobGraph A job graph which is deployed with the Flink cluster, {@code null} if none + * @param detached True if the cluster should be started in detached mode + */ + private ClusterClientProvider deployInternal( + ClusterSpecification clusterSpecification, + String applicationName, + String yarnClusterEntrypoint, + @Nullable JobGraph jobGraph, + boolean detached) throws Exception { + + if (UserGroupInformation.isSecurityEnabled()) { + // note: UGI::hasKerberosCredentials inaccurately reports false + // for logins based on a keytab (fixed in Hadoop 2.6.1, see HADOOP-10786), + // so we check only in ticket cache scenario. + boolean useTicketCache = flinkConfiguration.getBoolean(SecurityOptions.KERBEROS_LOGIN_USETICKETCACHE); + + UserGroupInformation loginUser = UserGroupInformation.getCurrentUser(); + if (loginUser.getAuthenticationMethod() == UserGroupInformation.AuthenticationMethod.KERBEROS + && useTicketCache && !loginUser.hasKerberosCredentials()) { + LOG.error("Hadoop security with Kerberos is enabled but the login user does not have Kerberos credentials"); + throw new RuntimeException("Hadoop security with Kerberos is enabled but the login user " + + "does not have Kerberos credentials"); + } + } + + isReadyForDeployment(clusterSpecification); + + // ------------------ Check if the specified queue exists -------------------- + + checkYarnQueues(yarnClient); + + // ------------------ Check if the YARN ClusterClient has the requested resources -------------- + + // Create application via yarnClient + final YarnClientApplication yarnApplication = yarnClient.createApplication(); + final GetNewApplicationResponse appResponse = yarnApplication.getNewApplicationResponse(); + + if(clusterSpecification.isCreateProgramDelay()){ + String url = getUrlFormat(clusterSpecification.getYarnConfiguration(), yarnClient) + "/" + appResponse.getApplicationId().toString(); + PackagedProgram program = buildProgram(url,clusterSpecification); + clusterSpecification.setProgram(program); + jobGraph = PackagedProgramUtils.createJobGraph(program, clusterSpecification.getConfiguration(), clusterSpecification.getParallelism(), false); + String pluginLoadMode = clusterSpecification.getConfiguration().getString(FLINK_PLUGIN_LOAD_MODE_KEY); + if(StringUtils.equalsIgnoreCase(pluginLoadMode, SHIP_FILE_PLUGIN_LOAD_MODE)){ + jobGraph.getClasspaths().forEach(jarFile -> { + try { + shipFiles.add(new File(jarFile.toURI())); + } catch (URISyntaxException e) { + throw new IllegalArgumentException("Couldn't add local user jar: " + jarFile + + " Currently only file:/// URLs are supported."); + } + }); + jobGraph.getClasspaths().clear(); + addShipFiles(shipFiles); + } + clusterSpecification.setJobGraph(jobGraph); + } + + Resource maxRes = appResponse.getMaximumResourceCapability(); + + final ClusterResourceDescription freeClusterMem; + try { + freeClusterMem = getCurrentFreeClusterResources(yarnClient); + } catch (YarnException | IOException e) { + failSessionDuringDeployment(yarnClient, yarnApplication); + throw new YarnDeploymentException("Could not retrieve information about free cluster resources.", e); + } + + final int yarnMinAllocationMB = yarnConfiguration.getInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, 0); + + final ClusterSpecification validClusterSpecification; + try { + validClusterSpecification = validateClusterResources( + clusterSpecification, + yarnMinAllocationMB, + maxRes, + freeClusterMem); + } catch (YarnDeploymentException yde) { + failSessionDuringDeployment(yarnClient, yarnApplication); + throw yde; + } + + LOG.info("Cluster specification: {}", validClusterSpecification); + + final ClusterEntrypoint.ExecutionMode executionMode = detached ? + ClusterEntrypoint.ExecutionMode.DETACHED + : ClusterEntrypoint.ExecutionMode.NORMAL; + + flinkConfiguration.setString(ClusterEntrypoint.EXECUTION_MODE, executionMode.toString()); + + ApplicationReport report = startAppMaster( + flinkConfiguration, + applicationName, + yarnClusterEntrypoint, + jobGraph, + yarnClient, + yarnApplication, + validClusterSpecification); + + // print the application id for user to cancel themselves. + if (detached) { + final ApplicationId yarnApplicationId = report.getApplicationId(); + logDetachedClusterInformation(yarnApplicationId, LOG); + } + + setClusterEntrypointInfoToConfig(report); + + return () -> { + try { + return new RestClusterClient<>(flinkConfiguration, report.getApplicationId()); + } catch (Exception e) { + throw new RuntimeException("Error while creating RestClusterClient.", e); + } + }; + } + + private ClusterSpecification validateClusterResources( + ClusterSpecification clusterSpecification, + int yarnMinAllocationMB, + Resource maximumResourceCapability, + ClusterResourceDescription freeClusterResources) throws YarnDeploymentException { + + int jobManagerMemoryMb = clusterSpecification.getMasterMemoryMB(); + final int taskManagerMemoryMb = clusterSpecification.getTaskManagerMemoryMB(); + + if (jobManagerMemoryMb < yarnMinAllocationMB || taskManagerMemoryMb < yarnMinAllocationMB) { + LOG.warn("The JobManager or TaskManager memory is below the smallest possible YARN Container size. " + + "The value of 'yarn.scheduler.minimum-allocation-mb' is '" + yarnMinAllocationMB + "'. Please increase the memory size." + + "YARN will allocate the smaller containers but the scheduler will account for the minimum-allocation-mb, maybe not all instances " + + "you requested will start."); + } + + // set the memory to minAllocationMB to do the next checks correctly + if (jobManagerMemoryMb < yarnMinAllocationMB) { + jobManagerMemoryMb = yarnMinAllocationMB; + } + + final String note = "Please check the 'yarn.scheduler.maximum-allocation-mb' and the 'yarn.nodemanager.resource.memory-mb' configuration values\n"; + if (jobManagerMemoryMb > maximumResourceCapability.getMemory()) { + throw new YarnDeploymentException("The cluster does not have the requested resources for the JobManager available!\n" + + "Maximum Memory: " + maximumResourceCapability.getMemory() + "MB Requested: " + jobManagerMemoryMb + "MB. " + note); + } + + if (taskManagerMemoryMb > maximumResourceCapability.getMemory()) { + throw new YarnDeploymentException("The cluster does not have the requested resources for the TaskManagers available!\n" + + "Maximum Memory: " + maximumResourceCapability.getMemory() + " Requested: " + taskManagerMemoryMb + "MB. " + note); + } + + final String noteRsc = "\nThe Flink YARN client will try to allocate the YARN session, but maybe not all TaskManagers are " + + "connecting from the beginning because the resources are currently not available in the cluster. " + + "The allocation might take more time than usual because the Flink YARN client needs to wait until " + + "the resources become available."; + + if (taskManagerMemoryMb > freeClusterResources.containerLimit) { + LOG.warn("The requested amount of memory for the TaskManagers (" + taskManagerMemoryMb + "MB) is more than " + + "the largest possible YARN container: " + freeClusterResources.containerLimit + noteRsc); + } + if (jobManagerMemoryMb > freeClusterResources.containerLimit) { + LOG.warn("The requested amount of memory for the JobManager (" + jobManagerMemoryMb + "MB) is more than " + + "the largest possible YARN container: " + freeClusterResources.containerLimit + noteRsc); + } + + return new ClusterSpecification.ClusterSpecificationBuilder() + .setMasterMemoryMB(jobManagerMemoryMb) + .setTaskManagerMemoryMB(taskManagerMemoryMb) + .setSlotsPerTaskManager(clusterSpecification.getSlotsPerTaskManager()) + .createClusterSpecification(); + + } + + private void checkYarnQueues(YarnClient yarnClient) { + try { + List queues = yarnClient.getAllQueues(); + if (queues.size() > 0 && this.yarnQueue != null) { // check only if there are queues configured in yarn and for this session. + boolean queueFound = false; + for (QueueInfo queue : queues) { + if (queue.getQueueName().equals(this.yarnQueue)) { + queueFound = true; + break; + } + } + if (!queueFound) { + String queueNames = ""; + for (QueueInfo queue : queues) { + queueNames += queue.getQueueName() + ", "; + } + LOG.warn("The specified queue '" + this.yarnQueue + "' does not exist. " + + "Available queues: " + queueNames); + } + } else { + LOG.debug("The YARN cluster does not have any queues configured"); + } + } catch (Throwable e) { + LOG.warn("Error while getting queue information from YARN: " + e.getMessage()); + if (LOG.isDebugEnabled()) { + LOG.debug("Error details", e); + } + } + } + + private ApplicationReport startAppMaster( + Configuration configuration, + String applicationName, + String yarnClusterEntrypoint, + JobGraph jobGraph, + YarnClient yarnClient, + YarnClientApplication yarnApplication, + ClusterSpecification clusterSpecification) throws Exception { + + // ------------------ Initialize the file systems ------------------------- + + org.apache.flink.core.fs.FileSystem.initialize( + configuration, + PluginUtils.createPluginManagerFromRootFolder(configuration)); + + // initialize file system + // Copy the application master jar to the filesystem + // Create a local resource to point to the destination jar path + final FileSystem fs = FileSystem.get(yarnConfiguration); + final Path homeDir = fs.getHomeDirectory(); + + // hard coded check for the GoogleHDFS client because its not overriding the getScheme() method. + if (!fs.getClass().getSimpleName().equals("GoogleHadoopFileSystem") && + fs.getScheme().startsWith("file")) { + LOG.warn("The file system scheme is '" + fs.getScheme() + "'. This indicates that the " + + "specified Hadoop configuration path is wrong and the system is using the default Hadoop configuration values." + + "The Flink YARN client needs to store its files in a distributed file system"); + } + + ApplicationSubmissionContext appContext = yarnApplication.getApplicationSubmissionContext(); + // The files need to be shipped and added to classpath. + Set systemShipFiles = new HashSet<>(shipFiles.size()); + // The files only need to be shipped. + Set shipOnlyFiles = new HashSet<>(); + for (File file : shipFiles) { + systemShipFiles.add(file.getAbsoluteFile()); + } + + final String logConfigFilePath = configuration.getString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE); + if (logConfigFilePath != null) { + systemShipFiles.add(new File(logConfigFilePath)); + } + + addLibFoldersToShipFiles(systemShipFiles); + + // Plugin files only need to be shipped and should not be added to classpath. + addPluginsFoldersToShipFiles(shipOnlyFiles); + + // Set-up ApplicationSubmissionContext for the application + + final ApplicationId appId = appContext.getApplicationId(); + + // ------------------ Add Zookeeper namespace to local flinkConfiguraton ------ + String zkNamespace = getZookeeperNamespace(); + // no user specified cli argument for namespace? + if (zkNamespace == null || zkNamespace.isEmpty()) { + // namespace defined in config? else use applicationId as default. + zkNamespace = configuration.getString(HighAvailabilityOptions.HA_CLUSTER_ID, String.valueOf(appId)); + setZookeeperNamespace(zkNamespace); + } + + configuration.setString(HighAvailabilityOptions.HA_CLUSTER_ID, zkNamespace); + + if (HighAvailabilityMode.isHighAvailabilityModeActivated(configuration)) { + // activate re-execution of failed applications + appContext.setMaxAppAttempts( + configuration.getInteger( + YarnConfigOptions.APPLICATION_ATTEMPTS.key(), + YarnConfiguration.DEFAULT_RM_AM_MAX_ATTEMPTS)); + + activateHighAvailabilitySupport(appContext); + } else { + // set number of application retries to 1 in the default case + appContext.setMaxAppAttempts( + configuration.getInteger( + YarnConfigOptions.APPLICATION_ATTEMPTS.key(), + 1)); + } + + final Set userJarFiles = (jobGraph == null) + // not per-job submission + ? Collections.emptySet() + // add user code jars from the provided JobGraph + : jobGraph.getUserJars().stream().map(f -> f.toUri()).map(File::new).collect(Collectors.toSet()); + + // only for per job mode + if (jobGraph != null) { + for (Map.Entry entry : jobGraph.getUserArtifacts().entrySet()) { + org.apache.flink.core.fs.Path path = new org.apache.flink.core.fs.Path(entry.getValue().filePath); + // only upload local files + if (!path.getFileSystem().isDistributedFS()) { + Path localPath = new Path(path.getPath()); + Tuple2 remoteFileInfo = + Utils.uploadLocalFileToRemote(fs, appId.toString(), localPath, homeDir, entry.getKey()); + jobGraph.setUserArtifactRemotePath(entry.getKey(), remoteFileInfo.f0.toString()); + } + } + + jobGraph.writeUserArtifactEntriesToConfiguration(); + } + + // local resource map for Yarn + final Map localResources = new HashMap<>(2 + systemShipFiles.size() + userJarFiles.size()); + // list of remote paths (after upload) + final List paths = new ArrayList<>(2 + systemShipFiles.size() + userJarFiles.size()); + // ship list that enables reuse of resources for task manager containers + StringBuilder envShipFileList = new StringBuilder(); + + // upload and register ship files, these files will be added to classpath. + List systemClassPaths = uploadAndRegisterFiles( + systemShipFiles, + fs, + homeDir, + appId, + paths, + localResources, + Path.CUR_DIR, + envShipFileList); + + // upload and register ship-only files + uploadAndRegisterFiles( + shipOnlyFiles, + fs, + homeDir, + appId, + paths, + localResources, + Path.CUR_DIR, + envShipFileList); + + final List userClassPaths = uploadAndRegisterFiles( + userJarFiles, + fs, + homeDir, + appId, + paths, + localResources, + userJarInclusion == YarnConfigOptions.UserJarInclusion.DISABLED ? + ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR : Path.CUR_DIR, + envShipFileList); + + if (userJarInclusion == YarnConfigOptions.UserJarInclusion.ORDER) { + systemClassPaths.addAll(userClassPaths); + } + + // normalize classpath by sorting + Collections.sort(systemClassPaths); + Collections.sort(userClassPaths); + + // classpath assembler + StringBuilder classPathBuilder = new StringBuilder(); + if (userJarInclusion == YarnConfigOptions.UserJarInclusion.FIRST) { + for (String userClassPath : userClassPaths) { + classPathBuilder.append(userClassPath).append(File.pathSeparator); + } + } + for (String classPath : systemClassPaths) { + classPathBuilder.append(classPath).append(File.pathSeparator); + } + + // Setup jar for ApplicationMaster + Path remotePathJar = setupSingleLocalResource( + flinkJarPath.getName(), + fs, + appId, + flinkJarPath, + localResources, + homeDir, + ""); + + paths.add(remotePathJar); + classPathBuilder.append(flinkJarPath.getName()).append(File.pathSeparator); + + // Upload the flink configuration + // write out configuration file + File tmpConfigurationFile = null; + try { + tmpConfigurationFile = File.createTempFile(appId + "-flink-conf.yaml", null); + BootstrapTools.writeConfiguration(configuration, tmpConfigurationFile); + + String flinkConfigKey = "flink-conf.yaml"; + Path remotePathConf = setupSingleLocalResource( + flinkConfigKey, + fs, + appId, + new Path(tmpConfigurationFile.getAbsolutePath()), + localResources, + homeDir, + ""); + envShipFileList.append(flinkConfigKey).append("=").append(remotePathConf).append(","); + paths.add(remotePathConf); + classPathBuilder.append("flink-conf.yaml").append(File.pathSeparator); + } finally { + if (tmpConfigurationFile != null && !tmpConfigurationFile.delete()) { + LOG.warn("Fail to delete temporary file {}.", tmpConfigurationFile.toPath()); + } + } + + if (userJarInclusion == YarnConfigOptions.UserJarInclusion.LAST) { + for (String userClassPath : userClassPaths) { + classPathBuilder.append(userClassPath).append(File.pathSeparator); + } + } + + // write job graph to tmp file and add it to local resource + // TODO: server use user main method to generate job graph + if (jobGraph != null) { + File tmpJobGraphFile = null; + try { + tmpJobGraphFile = File.createTempFile(appId.toString(), null); + try (FileOutputStream output = new FileOutputStream(tmpJobGraphFile); + ObjectOutputStream obOutput = new ObjectOutputStream(output);){ + obOutput.writeObject(jobGraph); + } + + final String jobGraphFilename = "job.graph"; + flinkConfiguration.setString(JOB_GRAPH_FILE_PATH, jobGraphFilename); + + Path pathFromYarnURL = setupSingleLocalResource( + jobGraphFilename, + fs, + appId, + new Path(tmpJobGraphFile.toURI()), + localResources, + homeDir, + ""); + paths.add(pathFromYarnURL); + classPathBuilder.append(jobGraphFilename).append(File.pathSeparator); + } catch (Exception e) { + LOG.warn("Add job graph to local resource fail"); + throw e; + } finally { + if (tmpJobGraphFile != null && !tmpJobGraphFile.delete()) { + LOG.warn("Fail to delete temporary file {}.", tmpConfigurationFile.toPath()); + } + } + } + + final Path yarnFilesDir = getYarnFilesDir(appId); + FsPermission permission = new FsPermission(FsAction.ALL, FsAction.NONE, FsAction.NONE); + fs.setPermission(yarnFilesDir, permission); // set permission for path. + + //To support Yarn Secure Integration Test Scenario + //In Integration test setup, the Yarn containers created by YarnMiniCluster does not have the Yarn site XML + //and KRB5 configuration files. We are adding these files as container local resources for the container + //applications (JM/TMs) to have proper secure cluster setup + Path remoteKrb5Path = null; + Path remoteYarnSiteXmlPath = null; + boolean hasKrb5 = false; + if (System.getenv("IN_TESTS") != null) { + File f = new File(System.getenv("YARN_CONF_DIR"), Utils.YARN_SITE_FILE_NAME); + LOG.info("Adding Yarn configuration {} to the AM container local resource bucket", f.getAbsolutePath()); + Path yarnSitePath = new Path(f.getAbsolutePath()); + remoteYarnSiteXmlPath = setupSingleLocalResource( + Utils.YARN_SITE_FILE_NAME, + fs, + appId, + yarnSitePath, + localResources, + homeDir, + ""); + + String krb5Config = System.getProperty("java.security.krb5.conf"); + if (krb5Config != null && krb5Config.length() != 0) { + File krb5 = new File(krb5Config); + LOG.info("Adding KRB5 configuration {} to the AM container local resource bucket", krb5.getAbsolutePath()); + Path krb5ConfPath = new Path(krb5.getAbsolutePath()); + remoteKrb5Path = setupSingleLocalResource( + Utils.KRB5_FILE_NAME, + fs, + appId, + krb5ConfPath, + localResources, + homeDir, + ""); + hasKrb5 = true; + } + } + + // setup security tokens + Path remotePathKeytab = null; + String keytab = configuration.getString(SecurityOptions.KERBEROS_LOGIN_KEYTAB); + if (keytab != null) { + LOG.info("Adding keytab {} to the AM container local resource bucket", keytab); + remotePathKeytab = setupSingleLocalResource( + Utils.KEYTAB_FILE_NAME, + fs, + appId, + new Path(keytab), + localResources, + homeDir, + ""); + } + + final boolean hasLogback = logConfigFilePath != null && logConfigFilePath.endsWith(CONFIG_FILE_LOGBACK_NAME); + final boolean hasLog4j = logConfigFilePath != null && logConfigFilePath.endsWith(CONFIG_FILE_LOG4J_NAME); + + final ContainerLaunchContext amContainer = setupApplicationMasterContainer( + yarnClusterEntrypoint, + hasLogback, + hasLog4j, + hasKrb5, + clusterSpecification.getMasterMemoryMB()); + + if (UserGroupInformation.isSecurityEnabled()) { + // set HDFS delegation tokens when security is enabled + LOG.info("Adding delegation token to the AM container."); + Utils.setTokensFor(amContainer, paths, yarnConfiguration); + } + + amContainer.setLocalResources(localResources); + fs.close(); + + // Setup CLASSPATH and environment variables for ApplicationMaster + final Map appMasterEnv = new HashMap<>(); + // set user specified app master environment variables + appMasterEnv.putAll( + BootstrapTools.getEnvironmentVariables(ResourceManagerOptions.CONTAINERIZED_MASTER_ENV_PREFIX, configuration)); + // set Flink app class path + appMasterEnv.put(YarnConfigKeys.ENV_FLINK_CLASSPATH, classPathBuilder.toString()); + + // set Flink on YARN internal configuration values + appMasterEnv.put(YarnConfigKeys.FLINK_JAR_PATH, remotePathJar.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_APP_ID, appId.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_HOME_DIR, homeDir.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_SHIP_FILES, envShipFileList.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_ZOOKEEPER_NAMESPACE, getZookeeperNamespace()); + appMasterEnv.put(YarnConfigKeys.FLINK_YARN_FILES, yarnFilesDir.toUri().toString()); + + // https://github.com/apache/hadoop/blob/trunk/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/markdown/YarnApplicationSecurity.md#identity-on-an-insecure-cluster-hadoop_user_name + appMasterEnv.put(YarnConfigKeys.ENV_HADOOP_USER_NAME, UserGroupInformation.getCurrentUser().getUserName()); + + if (remotePathKeytab != null) { + appMasterEnv.put(YarnConfigKeys.KEYTAB_PATH, remotePathKeytab.toString()); + String principal = configuration.getString(SecurityOptions.KERBEROS_LOGIN_PRINCIPAL); + appMasterEnv.put(YarnConfigKeys.KEYTAB_PRINCIPAL, principal); + } + + //To support Yarn Secure Integration Test Scenario + if (remoteYarnSiteXmlPath != null) { + appMasterEnv.put(YarnConfigKeys.ENV_YARN_SITE_XML_PATH, remoteYarnSiteXmlPath.toString()); + } + if (remoteKrb5Path != null) { + appMasterEnv.put(YarnConfigKeys.ENV_KRB5_PATH, remoteKrb5Path.toString()); + } + + // set classpath from YARN configuration + Utils.setupYarnClassPath(yarnConfiguration, appMasterEnv); + + amContainer.setEnvironment(appMasterEnv); + + // Set up resource type requirements for ApplicationMaster + Resource capability = Records.newRecord(Resource.class); + capability.setMemory(clusterSpecification.getMasterMemoryMB()); + capability.setVirtualCores(flinkConfiguration.getInteger(YarnConfigOptions.APP_MASTER_VCORES)); + + final String customApplicationName = customName != null ? customName : applicationName; + + appContext.setApplicationName(customApplicationName); + appContext.setApplicationType(applicationType != null ? applicationType : "Apache Flink"); + appContext.setAMContainerSpec(amContainer); + appContext.setResource(capability); + + // Set priority for application + int priorityNum = flinkConfiguration.getInteger(YarnConfigOptions.APPLICATION_PRIORITY); + if (priorityNum >= 0) { + Priority priority = Priority.newInstance(priorityNum); + appContext.setPriority(priority); + } + + if (yarnQueue != null) { + appContext.setQueue(yarnQueue); + } + + setApplicationNodeLabel(appContext); + + setApplicationTags(appContext); + + // add a hook to clean up in case deployment fails + Thread deploymentFailureHook = new DeploymentFailureHook(yarnApplication, yarnFilesDir); + Runtime.getRuntime().addShutdownHook(deploymentFailureHook); + LOG.info("Submitting application master " + appId); + yarnClient.submitApplication(appContext); + + LOG.info("Waiting for the cluster to be allocated"); + final long startTime = System.currentTimeMillis(); + ApplicationReport report; + YarnApplicationState lastAppState = YarnApplicationState.NEW; + loop: while (true) { + try { + report = yarnClient.getApplicationReport(appId); + } catch (IOException e) { + throw new YarnDeploymentException("Failed to deploy the cluster.", e); + } + YarnApplicationState appState = report.getYarnApplicationState(); + LOG.debug("Application State: {}", appState); + switch(appState) { + case FAILED: + case KILLED: + throw new YarnDeploymentException("The YARN application unexpectedly switched to state " + + appState + " during deployment. \n" + + "Diagnostics from YARN: " + report.getDiagnostics() + "\n" + + "If log aggregation is enabled on your cluster, use this command to further investigate the issue:\n" + + "yarn logs -applicationId " + appId); + //break .. + case RUNNING: + LOG.info("YARN application has been deployed successfully."); + break loop; + case FINISHED: + LOG.info("YARN application has been finished successfully."); + break loop; + default: + if (appState != lastAppState) { + LOG.info("Deploying cluster, current state " + appState); + } + if (System.currentTimeMillis() - startTime > 60000) { + LOG.info("Deployment took more than 60 seconds. Please check if the requested resources are available in the YARN cluster"); + } + + } + lastAppState = appState; + Thread.sleep(250); + } + + // since deployment was successful, remove the hook + ShutdownHookUtil.removeShutdownHook(deploymentFailureHook, getClass().getSimpleName(), LOG); + return report; + } + + /** + * Returns the Path where the YARN application files should be uploaded to. + * + * @param appId YARN application id + */ + private Path getYarnFilesDir(final ApplicationId appId) throws IOException { + final FileSystem fileSystem = FileSystem.get(yarnConfiguration); + final Path homeDir = fileSystem.getHomeDirectory(); + return new Path(homeDir, ".flink/" + appId + '/'); + } + + /** + * Uploads and registers a single resource and adds it to localResources. + * + * @param key + * the key to add the resource under + * @param fs + * the remote file system to upload to + * @param appId + * application ID + * @param localSrcPath + * local path to the file + * @param localResources + * map of resources + * + * @return the remote path to the uploaded resource + */ + private static Path setupSingleLocalResource( + String key, + FileSystem fs, + ApplicationId appId, + Path localSrcPath, + Map localResources, + Path targetHomeDir, + String relativeTargetPath) throws IOException { + Tuple2 resource = Utils.setupLocalResource( + fs, + appId.toString(), + localSrcPath, + targetHomeDir, + relativeTargetPath); + + localResources.put(key, resource.f1); + + return resource.f0; + } + + /** + * Match file name for "flink-dist*.jar" pattern. + * + * @param fileName file name to check + * @return true if file is a dist jar + */ + private static boolean isDistJar(String fileName) { + return fileName.startsWith("flink-dist") && fileName.endsWith("jar"); + } + + /** + * Recursively uploads (and registers) any (user and system) files in shipFiles except + * for files matching "flink-dist*.jar" which should be uploaded separately. + * + * @param shipFiles + * files to upload + * @param fs + * file system to upload to + * @param targetHomeDir + * remote home directory to upload to + * @param appId + * application ID + * @param remotePaths + * paths of the remote resources (uploaded resources will be added) + * @param localResources + * map of resources (uploaded resources will be added) + * @param localResourcesDirectory + * the directory the localResources are uploaded to + * @param envShipFileList + * list of shipped files in a format understood by {@link Utils#createTaskExecutorContext} + * + * @return list of class paths with the the proper resource keys from the registration + */ + static List uploadAndRegisterFiles( + Collection shipFiles, + FileSystem fs, + Path targetHomeDir, + ApplicationId appId, + List remotePaths, + Map localResources, + String localResourcesDirectory, + StringBuilder envShipFileList) throws IOException { + final List localPaths = new ArrayList<>(); + final List relativePaths = new ArrayList<>(); + for (File shipFile : shipFiles) { + if (shipFile.isDirectory()) { + // add directories to the classpath + final java.nio.file.Path shipPath = shipFile.toPath(); + final java.nio.file.Path parentPath = shipPath.getParent(); + Files.walkFileTree(shipPath, new SimpleFileVisitor() { + @Override + public FileVisitResult visitFile(java.nio.file.Path file, BasicFileAttributes attrs) { + localPaths.add(new Path(file.toUri())); + relativePaths.add(new Path(localResourcesDirectory, parentPath.relativize(file).toString())); + return FileVisitResult.CONTINUE; + } + }); + } else { + localPaths.add(new Path(shipFile.toURI())); + relativePaths.add(new Path(localResourcesDirectory, shipFile.getName())); + } + } + + final Set archives = new HashSet<>(); + final Set resources = new HashSet<>(); + for (int i = 0; i < localPaths.size(); i++) { + final Path localPath = localPaths.get(i); + final Path relativePath = relativePaths.get(i); + if (!isDistJar(relativePath.getName())) { + final String key = relativePath.toString(); + final Path remotePath = setupSingleLocalResource( + key, + fs, + appId, + localPath, + localResources, + targetHomeDir, + relativePath.getParent().toString()); + remotePaths.add(remotePath); + envShipFileList.append(key).append("=").append(remotePath).append(","); + // add files to the classpath + if (key.endsWith("jar")) { + archives.add(relativePath.toString()); + } else { + resources.add(relativePath.getParent().toString()); + } + } + } + + // construct classpath, we always want resource directories to go first, we also sort + // both resources and archives in order to make classpath deterministic + final ArrayList classPaths = new ArrayList<>(); + resources.stream().sorted().forEach(classPaths::add); + archives.stream().sorted().forEach(classPaths::add); + return classPaths; + } + + /** + * Kills YARN application and stops YARN client. + * + *

Use this method to kill the App before it has been properly deployed + */ + private void failSessionDuringDeployment(YarnClient yarnClient, YarnClientApplication yarnApplication) { + LOG.info("Killing YARN application"); + + try { + yarnClient.killApplication(yarnApplication.getNewApplicationResponse().getApplicationId()); + } catch (Exception e) { + // we only log a debug message here because the "killApplication" call is a best-effort + // call (we don't know if the application has been deployed when the error occured). + LOG.debug("Error while killing YARN application", e); + } + } + + private static class ClusterResourceDescription { + public final int totalFreeMemory; + public final int containerLimit; + public final int[] nodeManagersFree; + + public ClusterResourceDescription(int totalFreeMemory, int containerLimit, int[] nodeManagersFree) { + this.totalFreeMemory = totalFreeMemory; + this.containerLimit = containerLimit; + this.nodeManagersFree = nodeManagersFree; + } + } + + private ClusterResourceDescription getCurrentFreeClusterResources(YarnClient yarnClient) throws YarnException, IOException { + List nodes = yarnClient.getNodeReports(NodeState.RUNNING); + + int totalFreeMemory = 0; + int containerLimit = 0; + int[] nodeManagersFree = new int[nodes.size()]; + + for (int i = 0; i < nodes.size(); i++) { + NodeReport rep = nodes.get(i); + int free = rep.getCapability().getMemory() - (rep.getUsed() != null ? rep.getUsed().getMemory() : 0); + nodeManagersFree[i] = free; + totalFreeMemory += free; + if (free > containerLimit) { + containerLimit = free; + } + } + return new ClusterResourceDescription(totalFreeMemory, containerLimit, nodeManagersFree); + } + + @Override + public String getClusterDescription() { + + try { + ByteArrayOutputStream baos = new ByteArrayOutputStream(); + PrintStream ps = new PrintStream(baos); + + YarnClusterMetrics metrics = yarnClient.getYarnClusterMetrics(); + + ps.append("NodeManagers in the ClusterClient " + metrics.getNumNodeManagers()); + List nodes = yarnClient.getNodeReports(NodeState.RUNNING); + final String format = "|%-16s |%-16s %n"; + ps.printf("|Property |Value %n"); + ps.println("+---------------------------------------+"); + int totalMemory = 0; + int totalCores = 0; + for (NodeReport rep : nodes) { + final Resource res = rep.getCapability(); + totalMemory += res.getMemory(); + totalCores += res.getVirtualCores(); + ps.format(format, "NodeID", rep.getNodeId()); + ps.format(format, "Memory", res.getMemory() + " MB"); + ps.format(format, "vCores", res.getVirtualCores()); + ps.format(format, "HealthReport", rep.getHealthReport()); + ps.format(format, "Containers", rep.getNumContainers()); + ps.println("+---------------------------------------+"); + } + ps.println("Summary: totalMemory " + totalMemory + " totalCores " + totalCores); + List qInfo = yarnClient.getAllQueues(); + for (QueueInfo q : qInfo) { + ps.println("Queue: " + q.getQueueName() + ", Current Capacity: " + q.getCurrentCapacity() + " Max Capacity: " + + q.getMaximumCapacity() + " Applications: " + q.getApplications().size()); + } + return baos.toString(); + } catch (Exception e) { + throw new RuntimeException("Couldn't get cluster description", e); + } + } + + private void activateHighAvailabilitySupport(ApplicationSubmissionContext appContext) throws + InvocationTargetException, IllegalAccessException { + + ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); + + reflector.setKeepContainersAcrossApplicationAttempts(appContext, true); + + reflector.setAttemptFailuresValidityInterval( + appContext, + flinkConfiguration.getLong(YarnConfigOptions.APPLICATION_ATTEMPT_FAILURE_VALIDITY_INTERVAL)); + } + + private void setApplicationTags(final ApplicationSubmissionContext appContext) throws InvocationTargetException, + IllegalAccessException { + + final ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); + final String tagsString = flinkConfiguration.getString(YarnConfigOptions.APPLICATION_TAGS); + + final Set applicationTags = new HashSet<>(); + + // Trim whitespace and cull empty tags + for (final String tag : tagsString.split(",")) { + final String trimmedTag = tag.trim(); + if (!trimmedTag.isEmpty()) { + applicationTags.add(trimmedTag); + } + } + + reflector.setApplicationTags(appContext, applicationTags); + } + + private void setApplicationNodeLabel(final ApplicationSubmissionContext appContext) throws InvocationTargetException, + IllegalAccessException { + + if (nodeLabel != null) { + final ApplicationSubmissionContextReflector reflector = ApplicationSubmissionContextReflector.getInstance(); + reflector.setApplicationNodeLabel(appContext, nodeLabel); + } + } + + /** + * Singleton object which uses reflection to determine whether the {@link ApplicationSubmissionContext} + * supports various methods which, depending on the Hadoop version, may or may not be supported. + * + *

If an unsupported method is invoked, nothing happens. + * + *

Currently three methods are proxied: + * - setApplicationTags (>= 2.4.0) + * - setAttemptFailuresValidityInterval (>= 2.6.0) + * - setKeepContainersAcrossApplicationAttempts (>= 2.4.0) + * - setNodeLabelExpression (>= 2.6.0) + */ + private static class ApplicationSubmissionContextReflector { + private static final Logger LOG = LoggerFactory.getLogger(ApplicationSubmissionContextReflector.class); + + private static final ApplicationSubmissionContextReflector instance = + new ApplicationSubmissionContextReflector(ApplicationSubmissionContext.class); + + public static ApplicationSubmissionContextReflector getInstance() { + return instance; + } + + private static final String APPLICATION_TAGS_METHOD_NAME = "setApplicationTags"; + private static final String ATTEMPT_FAILURES_METHOD_NAME = "setAttemptFailuresValidityInterval"; + private static final String KEEP_CONTAINERS_METHOD_NAME = "setKeepContainersAcrossApplicationAttempts"; + private static final String NODE_LABEL_EXPRESSION_NAME = "setNodeLabelExpression"; + + private final Method applicationTagsMethod; + private final Method attemptFailuresValidityIntervalMethod; + private final Method keepContainersMethod; + @Nullable + private final Method nodeLabelExpressionMethod; + + private ApplicationSubmissionContextReflector(Class clazz) { + Method applicationTagsMethod; + Method attemptFailuresValidityIntervalMethod; + Method keepContainersMethod; + Method nodeLabelExpressionMethod; + + try { + // this method is only supported by Hadoop 2.4.0 onwards + applicationTagsMethod = clazz.getMethod(APPLICATION_TAGS_METHOD_NAME, Set.class); + LOG.debug("{} supports method {}.", clazz.getCanonicalName(), APPLICATION_TAGS_METHOD_NAME); + } catch (NoSuchMethodException e) { + LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), APPLICATION_TAGS_METHOD_NAME); + // assign null because the Hadoop version apparently does not support this call. + applicationTagsMethod = null; + } + + this.applicationTagsMethod = applicationTagsMethod; + + try { + // this method is only supported by Hadoop 2.6.0 onwards + attemptFailuresValidityIntervalMethod = clazz.getMethod(ATTEMPT_FAILURES_METHOD_NAME, long.class); + LOG.debug("{} supports method {}.", clazz.getCanonicalName(), ATTEMPT_FAILURES_METHOD_NAME); + } catch (NoSuchMethodException e) { + LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), ATTEMPT_FAILURES_METHOD_NAME); + // assign null because the Hadoop version apparently does not support this call. + attemptFailuresValidityIntervalMethod = null; + } + + this.attemptFailuresValidityIntervalMethod = attemptFailuresValidityIntervalMethod; + + try { + // this method is only supported by Hadoop 2.4.0 onwards + keepContainersMethod = clazz.getMethod(KEEP_CONTAINERS_METHOD_NAME, boolean.class); + LOG.debug("{} supports method {}.", clazz.getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); + } catch (NoSuchMethodException e) { + LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); + // assign null because the Hadoop version apparently does not support this call. + keepContainersMethod = null; + } + + this.keepContainersMethod = keepContainersMethod; + + try { + nodeLabelExpressionMethod = clazz.getMethod(NODE_LABEL_EXPRESSION_NAME, String.class); + LOG.debug("{} supports method {}.", clazz.getCanonicalName(), NODE_LABEL_EXPRESSION_NAME); + } catch (NoSuchMethodException e) { + LOG.debug("{} does not support method {}.", clazz.getCanonicalName(), NODE_LABEL_EXPRESSION_NAME); + nodeLabelExpressionMethod = null; + } + + this.nodeLabelExpressionMethod = nodeLabelExpressionMethod; + } + + public void setApplicationTags( + ApplicationSubmissionContext appContext, + Set applicationTags) throws InvocationTargetException, IllegalAccessException { + if (applicationTagsMethod != null) { + LOG.debug("Calling method {} of {}.", + applicationTagsMethod.getName(), + appContext.getClass().getCanonicalName()); + applicationTagsMethod.invoke(appContext, applicationTags); + } else { + LOG.debug("{} does not support method {}. Doing nothing.", + appContext.getClass().getCanonicalName(), + APPLICATION_TAGS_METHOD_NAME); + } + } + + public void setApplicationNodeLabel( + ApplicationSubmissionContext appContext, + String nodeLabel) throws InvocationTargetException, IllegalAccessException { + if (nodeLabelExpressionMethod != null) { + LOG.debug("Calling method {} of {}.", + nodeLabelExpressionMethod.getName(), + appContext.getClass().getCanonicalName()); + nodeLabelExpressionMethod.invoke(appContext, nodeLabel); + } else { + LOG.debug("{} does not support method {}. Doing nothing.", + appContext.getClass().getCanonicalName(), + NODE_LABEL_EXPRESSION_NAME); + } + } + + public void setAttemptFailuresValidityInterval( + ApplicationSubmissionContext appContext, + long validityInterval) throws InvocationTargetException, IllegalAccessException { + if (attemptFailuresValidityIntervalMethod != null) { + LOG.debug("Calling method {} of {}.", + attemptFailuresValidityIntervalMethod.getName(), + appContext.getClass().getCanonicalName()); + attemptFailuresValidityIntervalMethod.invoke(appContext, validityInterval); + } else { + LOG.debug("{} does not support method {}. Doing nothing.", + appContext.getClass().getCanonicalName(), + ATTEMPT_FAILURES_METHOD_NAME); + } + } + + public void setKeepContainersAcrossApplicationAttempts( + ApplicationSubmissionContext appContext, + boolean keepContainers) throws InvocationTargetException, IllegalAccessException { + + if (keepContainersMethod != null) { + LOG.debug("Calling method {} of {}.", keepContainersMethod.getName(), + appContext.getClass().getCanonicalName()); + keepContainersMethod.invoke(appContext, keepContainers); + } else { + LOG.debug("{} does not support method {}. Doing nothing.", + appContext.getClass().getCanonicalName(), KEEP_CONTAINERS_METHOD_NAME); + } + } + } + + private static class YarnDeploymentException extends RuntimeException { + private static final long serialVersionUID = -812040641215388943L; + + public YarnDeploymentException(String message) { + super(message); + } + + public YarnDeploymentException(String message, Throwable cause) { + super(message, cause); + } + } + + private class DeploymentFailureHook extends Thread { + + private final YarnClient yarnClient; + private final YarnClientApplication yarnApplication; + private final Path yarnFilesDir; + + DeploymentFailureHook(YarnClientApplication yarnApplication, Path yarnFilesDir) { + this.yarnApplication = Preconditions.checkNotNull(yarnApplication); + this.yarnFilesDir = Preconditions.checkNotNull(yarnFilesDir); + + // A new yarn client need to be created in shutdown hook in order to avoid + // the yarn client has been closed by YarnClusterDescriptor. + this.yarnClient = YarnClient.createYarnClient(); + this.yarnClient.init(yarnConfiguration); + } + + @Override + public void run() { + LOG.info("Cancelling deployment from Deployment Failure Hook"); + yarnClient.start(); + failSessionDuringDeployment(yarnClient, yarnApplication); + yarnClient.stop(); + LOG.info("Deleting files in {}.", yarnFilesDir); + try { + FileSystem fs = FileSystem.get(yarnConfiguration); + + if (!fs.delete(yarnFilesDir, true)) { + throw new IOException("Deleting files in " + yarnFilesDir + " was unsuccessful"); + } + + fs.close(); + } catch (IOException e) { + LOG.error("Failed to delete Flink Jar and configuration files in HDFS", e); + } + } + } + + @VisibleForTesting + void addLibFoldersToShipFiles(Collection effectiveShipFiles) { + // Add lib folder to the ship files if the environment variable is set. + // This is for convenience when running from the command-line. + // (for other files users explicitly set the ship files) + String libDir = System.getenv().get(ENV_FLINK_LIB_DIR); + if (libDir != null) { + File directoryFile = new File(libDir); + if (directoryFile.isDirectory()) { + effectiveShipFiles.add(directoryFile); + } else { + throw new YarnDeploymentException("The environment variable '" + ENV_FLINK_LIB_DIR + + "' is set to '" + libDir + "' but the directory doesn't exist."); + } + } else if (shipFiles.isEmpty()) { + LOG.warn("Environment variable '{}' not set and ship files have not been provided manually. " + + "Not shipping any library files.", ENV_FLINK_LIB_DIR); + } + } + + @VisibleForTesting + void addPluginsFoldersToShipFiles(Collection effectiveShipFiles) { + final Optional pluginsDir = PluginConfig.getPluginsDir(); + pluginsDir.ifPresent(effectiveShipFiles::add); + } + + ContainerLaunchContext setupApplicationMasterContainer( + String yarnClusterEntrypoint, + boolean hasLogback, + boolean hasLog4j, + boolean hasKrb5, + int jobManagerMemoryMb) { + // ------------------ Prepare Application Master Container ------------------------------ + + // respect custom JVM options in the YAML file + String javaOpts = flinkConfiguration.getString(CoreOptions.FLINK_JVM_OPTIONS); + if (flinkConfiguration.getString(CoreOptions.FLINK_JM_JVM_OPTIONS).length() > 0) { + javaOpts += " " + flinkConfiguration.getString(CoreOptions.FLINK_JM_JVM_OPTIONS); + } + //applicable only for YarnMiniCluster secure test run + //krb5.conf file will be available as local resource in JM/TM container + if (hasKrb5) { + javaOpts += " -Djava.security.krb5.conf=krb5.conf"; + } + + // Set up the container launch context for the application master + ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class); + + final Map startCommandValues = new HashMap<>(); + startCommandValues.put("java", "$JAVA_HOME/bin/java"); + + int heapSize = BootstrapTools.calculateHeapSize(jobManagerMemoryMb, flinkConfiguration); + String jvmHeapMem = String.format("-Xms%sm -Xmx%sm", heapSize, heapSize); + startCommandValues.put("jvmmem", jvmHeapMem); + + startCommandValues.put("jvmopts", javaOpts); + String logging = ""; + + if (hasLogback || hasLog4j) { + logging = "-Dlog.file=\"" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.log\""; + + if (hasLogback) { + logging += " -Dlogback.configurationFile=file:" + CONFIG_FILE_LOGBACK_NAME; + } + + if (hasLog4j) { + logging += " -Dlog4j.configuration=file:" + CONFIG_FILE_LOG4J_NAME; + } + } + + startCommandValues.put("logging", logging); + startCommandValues.put("class", yarnClusterEntrypoint); + startCommandValues.put("redirects", + "1> " + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.out " + + "2> " + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.err"); + startCommandValues.put("args", ""); + + final String commandTemplate = flinkConfiguration + .getString(ConfigConstants.YARN_CONTAINER_START_COMMAND_TEMPLATE, + ConfigConstants.DEFAULT_YARN_CONTAINER_START_COMMAND_TEMPLATE); + final String amCommand = + BootstrapTools.getStartCommand(commandTemplate, startCommandValues); + + amContainer.setCommands(Collections.singletonList(amCommand)); + + LOG.debug("Application Master start command: " + amCommand); + + return amContainer; + } + + private static YarnConfigOptions.UserJarInclusion getUserJarInclusionMode(org.apache.flink.configuration.Configuration config) { + return config.getEnum(YarnConfigOptions.UserJarInclusion.class, YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR); + } + + private static boolean isUsrLibDirIncludedInShipFiles(List shipFiles) { + return shipFiles.stream() + .filter(File::isDirectory) + .map(File::getName) + .noneMatch(name -> name.equals(DEFAULT_FLINK_USR_LIB_DIR)); + } + + private void setClusterEntrypointInfoToConfig(final ApplicationReport report) { + checkNotNull(report); + + final ApplicationId clusterId = report.getApplicationId(); + final String host = report.getHost(); + final int port = report.getRpcPort(); + + LOG.info("Found Web Interface {}:{} of application '{}'.", host, port, clusterId); + + flinkConfiguration.setString(JobManagerOptions.ADDRESS, host); + flinkConfiguration.setInteger(JobManagerOptions.PORT, port); + + flinkConfiguration.setString(RestOptions.ADDRESS, host); + flinkConfiguration.setInteger(RestOptions.PORT, port); + + flinkConfiguration.set(YarnConfigOptions.APPLICATION_ID, ConverterUtils.toString(clusterId)); + } + + public static void logDetachedClusterInformation(ApplicationId yarnApplicationId, Logger logger) { + logger.info( + "The Flink YARN session cluster has been started in detached mode. In order to " + + "stop Flink gracefully, use the following command:\n" + + "$ echo \"stop\" | ./bin/yarn-session.sh -id {}\n" + + "If this should not be possible, then you can also kill Flink via YARN's web interface or via:\n" + + "$ yarn application -kill {}\n" + + "Note that killing Flink might not clean up all job artifacts and temporary files.", + yarnApplicationId, yarnApplicationId); + } +} + diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml index c2f9c1ac13..259af09b8d 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml @@ -34,13 +34,13 @@ - + - + diff --git a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml index 09814f6c3f..710a998234 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml @@ -78,13 +78,13 @@ - + - + diff --git a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml index 1d81ef36ef..383656c888 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml @@ -78,13 +78,13 @@ - + - + diff --git a/flinkx-mysql/flinkx-mysql-dreader/pom.xml b/flinkx-mysql/flinkx-mysql-dreader/pom.xml index 047e273350..5c8124f959 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-dreader/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-mysql/flinkx-mysql-reader/pom.xml b/flinkx-mysql/flinkx-mysql-reader/pom.xml index 8856cdf063..7eac7ed4be 100644 --- a/flinkx-mysql/flinkx-mysql-reader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-reader/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-mysql/flinkx-mysql-writer/pom.xml b/flinkx-mysql/flinkx-mysql-writer/pom.xml index 82e3aa55c4..f96d806524 100644 --- a/flinkx-mysql/flinkx-mysql-writer/pom.xml +++ b/flinkx-mysql/flinkx-mysql-writer/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-odps/flinkx-odps-reader/pom.xml b/flinkx-odps/flinkx-odps-reader/pom.xml index 866fd622fe..4c29a6cf54 100644 --- a/flinkx-odps/flinkx-odps-reader/pom.xml +++ b/flinkx-odps/flinkx-odps-reader/pom.xml @@ -68,13 +68,13 @@ - + - + diff --git a/flinkx-odps/flinkx-odps-writer/pom.xml b/flinkx-odps/flinkx-odps-writer/pom.xml index b268bf43b1..1ee0a81c61 100644 --- a/flinkx-odps/flinkx-odps-writer/pom.xml +++ b/flinkx-odps/flinkx-odps-writer/pom.xml @@ -73,13 +73,13 @@ - + - + diff --git a/flinkx-oracle/flinkx-oracle-reader/pom.xml b/flinkx-oracle/flinkx-oracle-reader/pom.xml index 52ff1880be..7afaa78a95 100644 --- a/flinkx-oracle/flinkx-oracle-reader/pom.xml +++ b/flinkx-oracle/flinkx-oracle-reader/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-oracle/flinkx-oracle-writer/pom.xml b/flinkx-oracle/flinkx-oracle-writer/pom.xml index c6fc7b4e2b..685f55c47c 100644 --- a/flinkx-oracle/flinkx-oracle-writer/pom.xml +++ b/flinkx-oracle/flinkx-oracle-writer/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml index 182ea07067..747361a258 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml +++ b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml @@ -51,13 +51,13 @@ - + - + diff --git a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml index 180385dc01..6167e63015 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml @@ -74,13 +74,13 @@ - + - + diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index b97dab27c8..627fdd665e 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -74,13 +74,13 @@ - + - + diff --git a/flinkx-polardb/flinkx-polardb-dreader/pom.xml b/flinkx-polardb/flinkx-polardb-dreader/pom.xml index d477787cac..7df3b0a7d3 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-dreader/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-polardb/flinkx-polardb-reader/pom.xml b/flinkx-polardb/flinkx-polardb-reader/pom.xml index 093bdb5152..7aa478f6ea 100644 --- a/flinkx-polardb/flinkx-polardb-reader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-reader/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-polardb/flinkx-polardb-writer/pom.xml b/flinkx-polardb/flinkx-polardb-writer/pom.xml index d088128085..0df9897338 100644 --- a/flinkx-polardb/flinkx-polardb-writer/pom.xml +++ b/flinkx-polardb/flinkx-polardb-writer/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml index f103f55d85..29126254b7 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml index 2264b0dddb..3522486db7 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml index 72c8493094..014511243d 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml +++ b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml @@ -55,13 +55,13 @@ - + - + diff --git a/flinkx-rdb/flinkx-rdb-core/pom.xml b/flinkx-rdb/flinkx-rdb-core/pom.xml index fefc94f1e1..189de1ac45 100644 --- a/flinkx-rdb/flinkx-rdb-core/pom.xml +++ b/flinkx-rdb/flinkx-rdb-core/pom.xml @@ -26,13 +26,13 @@ - + - + diff --git a/flinkx-rdb/flinkx-rdb-reader/pom.xml b/flinkx-rdb/flinkx-rdb-reader/pom.xml index 82c83d5493..ecd46d3def 100644 --- a/flinkx-rdb/flinkx-rdb-reader/pom.xml +++ b/flinkx-rdb/flinkx-rdb-reader/pom.xml @@ -35,13 +35,13 @@ - + - + diff --git a/flinkx-rdb/flinkx-rdb-writer/pom.xml b/flinkx-rdb/flinkx-rdb-writer/pom.xml index e286d72d92..d4c61d86f9 100644 --- a/flinkx-rdb/flinkx-rdb-writer/pom.xml +++ b/flinkx-rdb/flinkx-rdb-writer/pom.xml @@ -35,13 +35,13 @@ - + - + diff --git a/flinkx-redis/flinkx-redis-writer/pom.xml b/flinkx-redis/flinkx-redis-writer/pom.xml index 4a92436c6b..b08813a704 100644 --- a/flinkx-redis/flinkx-redis-writer/pom.xml +++ b/flinkx-redis/flinkx-redis-writer/pom.xml @@ -78,13 +78,13 @@ - + - + diff --git a/flinkx-saphana/flinkx-saphana-reader/pom.xml b/flinkx-saphana/flinkx-saphana-reader/pom.xml index ba9e5c4375..dfea6e6ccf 100644 --- a/flinkx-saphana/flinkx-saphana-reader/pom.xml +++ b/flinkx-saphana/flinkx-saphana-reader/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml index 8c19fad040..95693cc2da 100644 --- a/flinkx-saphana/flinkx-saphana-writer/pom.xml +++ b/flinkx-saphana/flinkx-saphana-writer/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml index 7300b9251f..b43b10f4ba 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml @@ -84,13 +84,13 @@ - + - + diff --git a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml index e4f6ed9b36..b0665fd744 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml @@ -85,13 +85,13 @@ - + - + diff --git a/flinkx-stream/flinkx-stream-reader/pom.xml b/flinkx-stream/flinkx-stream-reader/pom.xml index d2dfa853cc..887103a51d 100644 --- a/flinkx-stream/flinkx-stream-reader/pom.xml +++ b/flinkx-stream/flinkx-stream-reader/pom.xml @@ -67,13 +67,13 @@ - + - + diff --git a/flinkx-stream/flinkx-stream-writer/pom.xml b/flinkx-stream/flinkx-stream-writer/pom.xml index f106065763..eb35697a56 100644 --- a/flinkx-stream/flinkx-stream-writer/pom.xml +++ b/flinkx-stream/flinkx-stream-writer/pom.xml @@ -63,13 +63,13 @@ - + - + diff --git a/flinkx-teradata/flinkx-teradata-reader/pom.xml b/flinkx-teradata/flinkx-teradata-reader/pom.xml index 44cc030d1f..ef7cea1706 100644 --- a/flinkx-teradata/flinkx-teradata-reader/pom.xml +++ b/flinkx-teradata/flinkx-teradata-reader/pom.xml @@ -84,19 +84,19 @@ - + - + - + diff --git a/flinkx-teradata/flinkx-teradata-writer/pom.xml b/flinkx-teradata/flinkx-teradata-writer/pom.xml index bd44533374..b1b009442b 100644 --- a/flinkx-teradata/flinkx-teradata-writer/pom.xml +++ b/flinkx-teradata/flinkx-teradata-writer/pom.xml @@ -84,19 +84,19 @@ - + - + - + From ab48609b2b7392fe6da2503af94c7c5b942aca0c Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 28 Apr 2020 10:02:48 +0800 Subject: [PATCH 045/136] =?UTF-8?q?=E4=BF=AE=E6=AD=A3no=20session=E5=88=A4?= =?UTF-8?q?=E6=96=AD?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../java/com/dtstack/flinkx/launcher/ClusterClientFactory.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index 6375a284db..2b3c963559 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -84,7 +84,7 @@ public static ClusterClient createYarnClient(Options launcherOptions) { if (StringUtils.isEmpty(launcherOptions.getAppId())) { applicationId = getAppIdFromYarn(yarnClient, launcherOptions); - if(applicationId != null && StringUtils.isEmpty(applicationId.toString())) { + if(applicationId == null || StringUtils.isEmpty(applicationId.toString())) { throw new RuntimeException("No flink session found on yarn cluster."); } } else { From 33b09ef9e01b02a2513d16ed6ae818302f097f1c Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 28 Apr 2020 10:08:43 +0800 Subject: [PATCH 046/136] update ignore --- .gitignore | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 61e703a5e4..bb6fd8924f 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,6 @@ # Created by .ignore support plugin (hsz.mobi) .idea/ -plugins/ +syncplugins/ *.iml target/ lib/ @@ -9,4 +9,3 @@ nohup.out flinkconf/ hadoopconf/ /default_task_id_output -/syncplugins/ From 89d4370303ca9c080d9100739f3b80a6694b692c Mon Sep 17 00:00:00 2001 From: tudou Date: Thu, 30 Apr 2020 10:26:56 +0800 Subject: [PATCH 047/136] =?UTF-8?q?=E8=A7=A3=E5=86=B3=E5=A2=9E=E9=87=8F?= =?UTF-8?q?=E4=BB=BB=E5=8A=A1=E6=99=AE=E7=BD=97=E7=B1=B3=E4=BF=AE=E6=96=AF?= =?UTF-8?q?=E6=8C=87=E6=A0=87=E7=A9=BA=E6=8C=87=E9=92=88bug?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/metrics/CustomPrometheusReporter.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java index d460469bc2..fa43732d1e 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java @@ -137,7 +137,7 @@ public void open() { public void registerMetric(Accumulator accumulator, String name) { name = Metrics.METRIC_GROUP_KEY_FLINKX + "_" + name; - ReporterScopedSettings reporterScopedSettings = new ReporterScopedSettings(0, ',', null); + ReporterScopedSettings reporterScopedSettings = new ReporterScopedSettings(0, ',', Collections.emptySet()); FrontMetricGroup front = new FrontMetricGroup>(reporterScopedSettings, (AbstractMetricGroup)context.getMetricGroup()); notifyOfAddedMetric(new SimpleAccumulatorGauge<>(accumulator), name, front); } From f2df1032b4fb13b4e667816aa861e8b6fbe8a290 Mon Sep 17 00:00:00 2001 From: tudou Date: Wed, 6 May 2020 14:09:02 +0800 Subject: [PATCH 048/136] =?UTF-8?q?=E5=88=A0=E9=99=A4=E5=A4=B1=E6=95=88?= =?UTF-8?q?=E9=85=8D=E7=BD=AE=E8=AF=B4=E6=98=8E=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README_OLD.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README_OLD.md b/README_OLD.md index 6ed77f1821..93dc01fab3 100644 --- a/README_OLD.md +++ b/README_OLD.md @@ -123,7 +123,7 @@ mvn clean package -DskipTests bin/flinkx -mode local \ -job /Users/softfly/company/flink-data-transfer/jobs/task_to_run.json \ -plugin /Users/softfly/company/flink-data-transfer/plugins \ - -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ + -confProp "{"flink.checkpoint.interval":60000}" \ -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* ``` @@ -134,7 +134,7 @@ bin/flinkx -mode standalone \ -job /Users/softfly/company/flink-data-transfer/jobs/oracle_to_oracle.json \ -plugin /Users/softfly/company/flink-data-transfer/plugins \ -flinkconf /hadoop/flink-1.4.0/conf \ - -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ + -confProp "{"flink.checkpoint.interval":60000}" \ -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* ``` @@ -146,7 +146,7 @@ bin/flinkx -mode yarn \ -plugin /opt/dtstack/flinkplugin/syncplugin \ -flinkconf /opt/dtstack/myconf/conf \ -yarnconf /opt/dtstack/myconf/hadoop \ - -confProp "{"flink.checkpoint.interval":60000,"flink.checkpoint.stateBackend":"/flink_checkpoint/"}" \ + -confProp "{"flink.checkpoint.interval":60000}" \ -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* ``` From 218cb6717fcddcb5cce40ef6aee4ec447e8b1573 Mon Sep 17 00:00:00 2001 From: tudou Date: Wed, 6 May 2020 15:11:47 +0800 Subject: [PATCH 049/136] =?UTF-8?q?=E5=88=A0=E9=99=A4=E9=87=8D=E5=A4=8D?= =?UTF-8?q?=E4=BB=A3=E7=A0=81?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../launcher/perJob/PerJobClusterClientBuilder.java | 8 +------- .../dtstack/flinkx/launcher/perJob/PerJobSubmitter.java | 2 +- 2 files changed, 2 insertions(+), 8 deletions(-) diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java index c6a8538b70..7dfbe91031 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java @@ -21,7 +21,6 @@ import com.dtstack.flinkx.options.Options; import org.apache.commons.lang3.StringUtils; import org.apache.flink.configuration.Configuration; -import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.security.SecurityConfiguration; import org.apache.flink.runtime.security.SecurityUtils; import org.apache.flink.yarn.YarnClientYarnClusterInformationRetriever; @@ -77,13 +76,11 @@ public void init(Options launcherOptions, Properties conProp) throws Exception { /** * create a yarn cluster descriptor which is used to start the application master - * @param confProp taskParams * @param launcherOptions LauncherOptions - * @param jobGraph JobGraph * @return * @throws MalformedURLException */ - public YarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, Options launcherOptions, JobGraph jobGraph) throws MalformedURLException { + public YarnClusterDescriptor createPerJobClusterDescriptor(Options launcherOptions) throws MalformedURLException { String flinkJarPath = launcherOptions.getFlinkLibJar(); if (StringUtils.isNotBlank(flinkJarPath)) { if (!new File(flinkJarPath).exists()) { @@ -92,9 +89,6 @@ public YarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, } else { throw new IllegalArgumentException("The Flink jar path is null"); } - - Configuration conf = new Configuration(); - confProp.forEach((key, value) -> conf.setString(key.toString(), value.toString())); YarnClusterDescriptor descriptor = new YarnClusterDescriptor( flinkConfig, yarnConf, diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java index a401695ea0..491ace1686 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobSubmitter.java @@ -74,7 +74,7 @@ public static String submit(Options launcherOptions, JobGraph jobGraph, String[] PerJobClusterClientBuilder perJobClusterClientBuilder = new PerJobClusterClientBuilder(); perJobClusterClientBuilder.init(launcherOptions, conProp); - YarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, launcherOptions, jobGraph); + YarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(launcherOptions); ClusterClientProvider provider = descriptor.deployJobCluster(clusterSpecification, jobGraph, true); String applicationId = provider.getClusterClient().getClusterId().toString(); String flinkJobId = jobGraph.getJobID().toString(); From 6492ec5d34fb4c1978c572e9e46b0a938ab93f2d Mon Sep 17 00:00:00 2001 From: tudou Date: Wed, 6 May 2020 15:20:46 +0800 Subject: [PATCH 050/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8DperJob=E6=A8=A1?= =?UTF-8?q?=E5=BC=8F=E6=9C=89=E6=B2=A1=E8=AF=BB=E5=8F=96flink=E7=9B=B8?= =?UTF-8?q?=E5=85=B3=E9=85=8D=E7=BD=AEbug?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../perjob/PerJobClusterClientBuilder.java | 27 ++++++++----------- .../launcher/perjob/PerJobSubmitter.java | 2 +- 2 files changed, 12 insertions(+), 17 deletions(-) diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java index 998ee73516..5d6d17094b 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobClusterClientBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -17,7 +17,6 @@ */ package com.dtstack.flinkx.launcher.perjob; -import com.dtstack.flinkx.launcher.PluginUtil; import com.dtstack.flinkx.options.Options; import org.apache.commons.lang.StringUtils; import org.apache.flink.configuration.Configuration; @@ -34,7 +33,9 @@ import java.io.File; import java.net.MalformedURLException; -import java.util.*; +import java.util.ArrayList; +import java.util.List; +import java.util.Properties; /** * Date: 2019/09/11 @@ -49,14 +50,17 @@ public class PerJobClusterClientBuilder { private YarnConfiguration yarnConf; + private Configuration flinkConfig; + /** * init yarnClient */ - public void init(YarnConfiguration yarnConf, Configuration flinkConfig, Properties userConf) throws Exception { - userConf.forEach((key, val) -> flinkConfig.setString(key.toString(), val.toString())); + public void init(YarnConfiguration yarnConf, Configuration flinkConfig, Properties conProp) throws Exception { + conProp.forEach((key, val) -> flinkConfig.setString(key.toString(), val.toString())); SecurityUtils.install(new SecurityConfiguration(flinkConfig)); this.yarnConf = yarnConf; + this.flinkConfig = flinkConfig; yarnClient = YarnClient.createYarnClient(); yarnClient.init(yarnConf); yarnClient.start(); @@ -66,12 +70,11 @@ public void init(YarnConfiguration yarnConf, Configuration flinkConfig, Properti /** * create a yarn cluster descriptor which is used to start the application master - * @param confProp taskParams * @param options LauncherOptions * @return * @throws MalformedURLException */ - public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties confProp, Options options) throws MalformedURLException { + public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Options options) throws MalformedURLException { String flinkJarPath = options.getFlinkLibJar(); if (StringUtils.isNotBlank(flinkJarPath)) { if (!new File(flinkJarPath).exists()) { @@ -81,10 +84,7 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co throw new IllegalArgumentException("The Flink jar path is null"); } - Configuration conf = new Configuration(); - confProp.forEach((key, value) -> conf.setString(key.toString(), value.toString())); - - AbstractYarnClusterDescriptor descriptor = new YarnClusterDescriptor(conf, yarnConf, options.getFlinkconf(), yarnClient, false); + AbstractYarnClusterDescriptor descriptor = new YarnClusterDescriptor(flinkConfig, yarnConf, options.getFlinkconf(), yarnClient, false); descriptor.setName(options.getJobid()); List shipFiles = new ArrayList<>(); @@ -99,11 +99,6 @@ public AbstractYarnClusterDescriptor createPerJobClusterDescriptor(Properties co } } -// if (StringUtils.equalsIgnoreCase(options.getPluginLoadMode(), "shipfile")) { -// List files = PluginUtil.getAllPluginPath(options.getPluginRoot()); -// shipFiles.addAll(files); -// } - if (StringUtils.isNotBlank(options.getQueue())) { descriptor.setQueue(options.getQueue()); } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java index d42f744a05..d9025e2ed9 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java @@ -85,7 +85,7 @@ public static String submit(Options options, File jarFile, String[] programArgs) PerJobClusterClientBuilder perJobClusterClientBuilder = new PerJobClusterClientBuilder(); perJobClusterClientBuilder.init(yarnConf, flinkConfig, conProp); - AbstractYarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(conProp, options); + AbstractYarnClusterDescriptor descriptor = perJobClusterClientBuilder.createPerJobClusterDescriptor(options); ClusterClient clusterClient = descriptor.deployJobCluster(clusterSpecification, new JobGraph(), true); String applicationId = clusterClient.getClusterId().toString(); LOG.info("deploy per_job with appId: {}", applicationId); From ba8a5869de9f1d58195ff181b227a737ea02a64f Mon Sep 17 00:00:00 2001 From: Dulingqiang Date: Mon, 11 May 2020 19:36:27 +0800 Subject: [PATCH 051/136] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E4=B8=80=E4=B8=AA?= =?UTF-8?q?=E9=94=99=E5=88=AB=E5=AD=97?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/binlog.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/binlog.md b/docs/binlog.md index 7bd60a6563..e425b01c4c 100644 --- a/docs/binlog.md +++ b/docs/binlog.md @@ -1,6 +1,6 @@ # MySQL binlog读取插件（*reader） -## 1.首先给莫个用户赋权，有读binglog的权限 +## 1.首先给某个用户赋权，有读binglog的权限 GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'xxx'@'%' IDENTIFIED BY 'xxx'; From fcb8c99041d0905fb8963eb7fc2b06622053ef63 Mon Sep 17 00:00:00 2001 From: tudou Date: Sat, 16 May 2020 18:14:55 +0800 Subject: [PATCH 052/136] doc update --- README.md | 85 +-- README_CH.md | 85 +-- README_OLD.md | 376 ------------ docs/binlog.md | 196 ------- docs/carbondatareader.md | 197 ------- docs/carbondatawriter.md | 118 ---- docs/cassandrareader.md | 134 ----- docs/cassandrawriter.md | 0 docs/contribution.md | 514 +++++++++++++++++ docs/emqxreader.md | 114 ---- docs/emqxwriter.md | 107 ---- docs/esreader.md | 116 ---- docs/eswriter.md | 139 ----- docs/ftpreader.md | 148 ----- docs/ftpwriter.md | 111 ---- docs/generalconfig.md | 200 +++++++ docs/hbasereader.md | 108 ---- docs/hbasewriter.md | 176 ------ docs/hdfsreader.md | 144 ----- docs/hdfswriter.md | 132 ----- docs/hivewriter.md | 107 ---- docs/kafkareader.md | 82 --- docs/kafkawriter.md | 94 --- docs/kudureader.md | 183 ------ docs/kuduwriter.md | 187 ------ docs/mongodb_oplog.md | 175 ------ docs/mongodbreader.md | 144 ----- docs/mongodbwriter.md | 126 ----- docs/mysqlreader.md | 0 docs/odpsreader.md | 114 ---- docs/odpswriter.md | 92 --- docs/offline/reader/carbondatareader.md | 144 +++++ docs/offline/reader/cassandrareader.md | 164 ++++++ docs/offline/reader/clickhousereader.md | 412 ++++++++++++++ docs/offline/reader/db2reader.md | 420 ++++++++++++++ docs/offline/reader/dmreader.md | 443 +++++++++++++++ docs/offline/reader/esreader.md | 137 +++++ docs/offline/reader/ftpreader.md | 320 +++++++++++ docs/offline/reader/gbasereader.md | 436 ++++++++++++++ docs/offline/reader/hbasereader.md | 152 +++++ docs/offline/reader/hdfsreader.md | 192 +++++++ docs/offline/reader/kudureader.md | 187 ++++++ docs/offline/reader/mongodbreader.md | 146 +++++ docs/offline/reader/mysqlreader.md | 431 ++++++++++++++ docs/offline/reader/odpsreader.md | 134 +++++ docs/offline/reader/oraclereader.md | 445 +++++++++++++++ docs/offline/reader/phoenixreader.md | 533 ++++++++++++++++++ docs/offline/reader/polardbreader.md | 431 ++++++++++++++ docs/offline/reader/postgresqlreader.md | 418 ++++++++++++++ docs/{ => offline/reader}/rdbdreader.md | 0 docs/offline/reader/saphanareader.md | 224 ++++++++ docs/offline/reader/sqlserverreader.md | 469 +++++++++++++++ docs/offline/reader/streamreader.md | 241 ++++++++ docs/offline/reader/teradatareader.md | 216 +++++++ docs/offline/writer/carbondatawriter.md | 139 +++++ docs/offline/writer/cassandrawriter.md | 172 ++++++ docs/offline/writer/clickhousewriter.md | 159 ++++++ docs/offline/writer/db2writer.md | 269 +++++++++ docs/offline/writer/dmwriter.md | 233 ++++++++ docs/offline/writer/eswriter.md | 180 ++++++ docs/offline/writer/ftpwriter.md | 316 +++++++++++ docs/offline/writer/gbasewriter.md | 211 +++++++ docs/offline/writer/hbasewriter.md | 209 +++++++ docs/offline/writer/hdfswriter.md | 389 +++++++++++++ docs/offline/writer/hivewriter.md | 369 ++++++++++++ docs/offline/writer/kuduwriter.md | 194 +++++++ docs/offline/writer/mongodbwriter.md | 309 ++++++++++ docs/offline/writer/mysqlwriter.md | 305 ++++++++++ docs/offline/writer/odpswriter.md | 118 ++++ docs/offline/writer/oraclewriter.md | 230 ++++++++ docs/offline/writer/phoenixwriter.md | 248 ++++++++ docs/offline/writer/polardbwriter.md | 303 ++++++++++ docs/offline/writer/postgresqlwriter.md | 228 ++++++++ docs/{ => offline/writer}/pulsarwriter.md | 0 docs/offline/writer/rediswriter.md | 167 ++++++ docs/offline/writer/saphanawriter.md | 162 ++++++ docs/offline/writer/sqlserverwriter.md | 229 ++++++++ docs/offline/writer/streamwriter.md | 80 +++ docs/offline/writer/teradatawriter.md | 156 +++++ docs/pgwalreader.md | 184 ------ docs/quickstart.md | 248 ++++++++ docs/rdbreader.md | 276 --------- docs/rdbwriter.md | 151 ----- docs/realTime/reader/binlogreader.md | 347 ++++++++++++ docs/realTime/reader/emqxreader.md | 123 ++++ docs/realTime/reader/kafkareader.md | 396 +++++++++++++ docs/realTime/reader/mongodboplogreader.md | 171 ++++++ docs/realTime/reader/pgwalreader.md | 187 ++++++ docs/realTime/writer/emqxwriter.md | 124 ++++ docs/realTime/writer/kafkawriter.md | 388 +++++++++++++ docs/rediswriter.md | 145 ----- docs/restore.md | 8 +- docs/streamreader.md | 60 -- docs/streamwriter.md | 41 -- .../google/common/collect/MapMakerHelper.java | 2 +- .../com/google/common/collect/MigrateMap.java | 2 +- .../flinkx/binlog/reader/BinlogEventSink.java | 2 +- .../binlog/reader/BinlogInputFormat.java | 2 +- .../flinkx/binlog/reader/BinlogReader.java | 2 +- .../reader/CassandraInputFormat.java | 3 +- .../format/ClickhouseInputFormat.java | 15 + .../main/java/com/dtstack/flinkx/Main.java | 18 +- .../dtstack/flinkx/config/AbstractConfig.java | 2 +- .../dtstack/flinkx/config/ContentConfig.java | 2 +- .../flinkx/config/DataTransferConfig.java | 2 +- .../dtstack/flinkx/config/DirtyConfig.java | 2 +- .../flinkx/config/ErrorLimitConfig.java | 2 +- .../com/dtstack/flinkx/config/JobConfig.java | 2 +- .../dtstack/flinkx/config/ReaderConfig.java | 2 +- .../dtstack/flinkx/config/RestartConfig.java | 2 +- .../dtstack/flinkx/config/RestoreConfig.java | 2 +- .../dtstack/flinkx/config/SettingConfig.java | 2 +- .../com/dtstack/flinkx/config/TestConfig.java | 2 +- .../dtstack/flinkx/config/WriterConfig.java | 2 +- .../com/dtstack/flinkx/constants/Metrics.java | 2 +- .../com/dtstack/flinkx/enums/ClusterMode.java | 2 +- .../com/dtstack/flinkx/enums/ColumnType.java | 2 +- .../exception/WriteRecordException.java | 2 +- .../inputformat/BaseRichInputFormat.java | 2 +- .../BaseRichInputFormatBuilder.java | 2 +- .../com/dtstack/flinkx/latch/BaseLatch.java | 2 +- .../com/dtstack/flinkx/latch/LocalLatch.java | 2 +- .../com/dtstack/flinkx/latch/MetricLatch.java | 2 +- .../com/dtstack/flinkx/options/Options.java | 2 +- .../BaseRichOutputFormatBuilder.java | 2 +- .../dtstack/flinkx/reader/BaseDataReader.java | 2 +- .../flinkx/reader/DataReaderFactory.java | 2 +- .../com/dtstack/flinkx/reader/MetaColumn.java | 2 +- .../dtstack/flinkx/restore/FormatState.java | 2 +- .../com/dtstack/flinkx/util/ClassUtil.java | 2 +- .../com/dtstack/flinkx/util/DateUtil.java | 2 +- .../dtstack/flinkx/util/RangeSplitUtil.java | 2 +- .../java/com/dtstack/flinkx/util/RowUtil.java | 2 +- .../com/dtstack/flinkx/util/StringUtil.java | 2 +- .../java/com/dtstack/flinkx/util/SysUtil.java | 2 +- .../com/dtstack/flinkx/util/TelnetUtil.java | 2 +- .../com/dtstack/flinkx/util/ValueUtil.java | 2 +- .../dtstack/flinkx/writer/BaseDataWriter.java | 2 +- .../com/dtstack/flinkx/es/EsConfigKeys.java | 2 +- .../flinkx/es/writer/EsOutputFormat.java | 2 +- .../es/writer/EsOutputFormatBuilder.java | 2 +- flinkx-examples/examples/binlog_to_hdfs.json | 60 -- flinkx-examples/examples/binlog_to_hive.json | 64 --- .../examples/binlog_to_kafka09.json | 41 -- .../examples/binlog_to_kafka10.json | 40 -- .../examples/binlog_to_kafka11.json | 43 -- .../examples/clickhouse_to_clickhouse.json | 91 --- flinkx-examples/examples/dm_to_dm.json | 96 ---- flinkx-examples/examples/es_to_mysql.json | 59 -- flinkx-examples/examples/ftp_to_mysql.json | 59 -- flinkx-examples/examples/hbase_to_mysql.json | 67 --- flinkx-examples/examples/hdfs_to_carbon.json | 67 --- .../examples/hive_orc_to_mysql.json | 66 --- .../examples/kafka09_to_kafka09.json | 43 -- .../examples/kafka10_to_kafka10.json | 43 -- flinkx-examples/examples/kafka11_to_hive.json | 64 --- .../examples/kafka11_to_kafka11.json | 43 -- flinkx-examples/examples/kafka_stream.json | 36 -- .../examples/mongodb_to_mysql.json | 58 -- flinkx-examples/examples/mysql_kafka.json | 77 --- flinkx-examples/examples/mysql_to_es.json | 65 --- flinkx-examples/examples/mysql_to_ftp.json | 57 -- flinkx-examples/examples/mysql_to_hbase.json | 63 --- .../examples/mysql_to_hdfs_orc.json | 90 --- .../examples/mysql_to_mongodb.json | 46 -- flinkx-examples/examples/mysql_to_mysql.json | 78 --- flinkx-examples/examples/mysql_to_odps.json | 62 -- flinkx-examples/examples/mysql_to_oracle.json | 63 --- .../examples/mysql_to_phoenix.json | 72 --- .../examples/mysql_to_postgresql.json | 46 -- flinkx-examples/examples/mysql_to_redis.json | 46 -- flinkx-examples/examples/mysql_to_sftp.json | 66 --- .../examples/mysql_to_sqlserver.json | 64 --- flinkx-examples/examples/odps_to_mysql.json | 64 --- .../examples/oracle_to_hdfs_text.json | 71 --- .../examples/oracle_to_oracle.json | 61 -- flinkx-examples/examples/pgwal_to_stream.json | 42 -- .../examples/phoenix_to_mysql.json | 72 --- .../examples/polarDB_to_polarDb.json | 77 --- .../examples/postgresql_to_mysql.json | 65 --- flinkx-examples/examples/sftp_to_mysql.json | 64 --- .../examples/sqlserver_to_mysql.json | 78 --- flinkx-examples/examples/stream_to_hbase.json | 77 --- flinkx-examples/pom.xml | 22 - .../flinkx/examples/ExampleGenerator.java | 173 ------ .../flinkx/ftp/FtpConfigConstants.java | 2 +- .../com/dtstack/flinkx/ftp/FtpConfigKeys.java | 2 +- .../com/dtstack/flinkx/ftp/FtpHandler.java | 2 +- .../com/dtstack/flinkx/ftp/IFtpHandler.java | 2 +- .../com/dtstack/flinkx/ftp/SftpHandler.java | 2 +- .../flinkx/hbase/HbaseConfigConstants.java | 2 +- .../dtstack/flinkx/hbase/HbaseConfigKeys.java | 2 +- .../com/dtstack/flinkx/hbase/HbaseHelper.java | 2 +- .../flinkx/hbase/reader/HbaseInputFormat.java | 2 +- .../hbase/reader/HbaseInputFormatBuilder.java | 2 +- .../dtstack/flinkx/hdfs/ECompressType.java | 2 +- .../dtstack/flinkx/hdfs/HdfsConfigKeys.java | 2 +- .../com/dtstack/flinkx/hdfs/HdfsUtil.java | 8 +- .../apache/hadoop/hive/shims/ShimLoader.java | 2 +- .../hdfs/reader/BaseHdfsInputFormat.java | 2 +- .../hdfs/reader/HdfsInputFormatBuilder.java | 2 +- .../hdfs/reader/HdfsParquetInputFormat.java | 16 +- .../flinkx/hdfs/reader/HdfsReader.java | 2 +- .../hdfs/reader/HdfsTextInputFormat.java | 2 +- .../hdfs/writer/BaseHdfsOutputFormat.java | 2 +- .../hdfs/writer/HdfsOrcOutputFormat.java | 2 +- .../hdfs/writer/HdfsOutputFormatBuilder.java | 2 +- .../hdfs/writer/HdfsParquetOutputFormat.java | 2 +- .../hdfs/writer/HdfsTextOutputFormat.java | 2 +- .../flinkx/hdfs/writer/HdfsWriter.java | 2 +- .../flinkx/hdfs/writer/StringUtil.java | 2 +- .../dtstack/flinkx/hive/ECompressType.java | 2 +- .../com/dtstack/flinkx/hive/EStoreType.java | 2 +- .../dtstack/flinkx/hive/HiveConfigKeys.java | 17 +- .../com/dtstack/flinkx/hive/TableInfo.java | 2 +- .../flinkx/hive/TimePartitionFormat.java | 2 +- .../dtstack/flinkx/hive/util/AddressUtil.java | 2 +- .../dtstack/flinkx/hive/util/DateUtil.java | 2 +- .../dtstack/flinkx/hive/util/HiveDbUtil.java | 2 +- .../dtstack/flinkx/hive/util/HiveUtil.java | 2 +- .../flinkx/hive/util/PathConverterUtil.java | 2 +- .../dtstack/flinkx/hive/util/RetryUtil.java | 5 +- .../org/apache/hive/jdbc/HiveConnection.java | 2 +- .../hive/writer/HiveOutputFormatBuilder.java | 2 +- .../flinkx/hive/writer/HiveWriter.java | 2 +- .../kafka09/reader/Kafka09InputFormat.java | 2 +- .../flinkx/kafka09/reader/Kafka09Reader.java | 2 +- .../kafka10/reader/Kafka10InputFormat.java | 2 +- .../flinkx/kafka10/reader/Kafka10Reader.java | 2 +- .../kafka11/reader/Kafka11InputFormat.java | 2 +- .../flinkx/kafka11/reader/Kafka11Reader.java | 2 +- .../reader/KafkaBaseInputFormat.java | 23 +- .../kafkabase/reader/KafkaBaseReader.java | 6 +- .../flinkx/launcher/ClusterClientFactory.java | 2 +- .../perjob/FlinkPerJobResourceUtil.java | 2 +- .../flinkx/mysql/MySqlDatabaseMeta.java | 2 +- .../flinkx/mysql/format/MysqlInputFormat.java | 5 + .../flinkx/odps/OdpsConfigConstants.java | 2 +- .../dtstack/flinkx/odps/OdpsConfigKeys.java | 2 +- .../com/dtstack/flinkx/odps/OdpsUtil.java | 2 +- .../flinkx/odps/reader/OdpsInputFormat.java | 2 +- .../odps/reader/OdpsInputFormatBuilder.java | 2 +- .../com/dtstack/flinkx/rdb/util/DbUtil.java | 179 +++--- .../QuerySqlBuilder.java | 7 + .../JdbcInputFormat.java | 4 +- .../rdb/outputformat/JdbcOutputFormat.java | 3 + .../flinkx/stream/reader/MockDataUtil.java | 13 + flinkx-test/pom.xml | 370 ++++++++++++ .../com/dtstack/flinkx/test/LocalTest.java | 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100644 flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/PrometheusPushGatewayReporter.java diff --git a/README.md b/README.md index 0ab6323025..c2a3a77d5e 100644 --- a/README.md +++ b/README.md @@ -23,7 +23,7 @@ FlinkX is a data synchronization tool based on Flink. FlinkX can collect static - Some plug-ins support the function of failure recovery, which can restore tasks from the failed location and save running time; [Failure Recovery](docs/restore.md) -- The Reader plugin for relational databases supports interval polling. It can continuously collect changing data; [Interval Polling](docs/rdbreader.md) +- The Reader plugin for relational databases supports interval polling. It can continuously collect changing data; [Interval Polling](docs/offline/reader/mysqlreader.md) - Some databases support opening Kerberos security authentication; [Kerberos](docs/kerberos.md) @@ -39,38 +39,57 @@ The following databases are currently supported: | | Database Type | Reader | Writer | |:----------------------:|:--------------:|:-------------------------------:|:-------------------------------:| -| Batch Synchronization | MySQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Oracle | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | SqlServer | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | PostgreSQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | DB2 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | GBase | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | ClickHouse | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | PolarDB | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | SAP Hana | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Teradata | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Phoenix | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | 达梦 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Cassandra | [doc](docs/cassandrareader.md) | [doc](docs/cassandrawriter.md) | -| | ODPS | [doc](docs/odpsreader.md) | [doc](docs/odpswriter.md) | -| | HBase | [doc](docs/hbasereader.md) | [doc](docs/hbasewriter.md) | -| | MongoDB | [doc](docs/mongodbreader.md) | [doc](docs/mongodbwriter.md) | -| | Kudu | [doc](docs/kudureader.md) | [doc](docs/kuduwriter.md) | -| | ElasticSearch | [doc](docs/esreader.md) | [doc](docs/eswriter.md) | -| | FTP | [doc](docs/ftpreader.md) | [doc](docs/ftpwriter.md) | -| | HDFS | [doc](docs/hdfsreader.md) | [doc](docs/hdfswriter.md) | -| | Carbondata | [doc](docs/carbondatareader.md) | [doc](docs/carbondatawriter.md) | -| | Redis | | [doc](docs/rediswriter.md) | -| | Hive | | [doc](docs/hivewriter.md) | -| Stream Synchronization | Kafka | [doc](docs/kafkareader.md) | [doc](docs/kafkawriter.md) | -| | EMQX | [doc](docs/emqxreader.md) | [doc](docs/emqxwriter.md) | -| | MySQL Binlog | [doc](docs/binlog.md) | | -| | MongoDB Oplog | [doc](docs/mongodb_oplog.md) | | -| | PostgreSQL WAL | [doc](docs/pgwalreader.md) | | - -# Documentation - -[Documentation](https://github.com/DTStack/flinkx/wiki) | [Old Documentation](README_OLD.md) +| Batch Synchronization | MySQL | [doc](docs/offline/reader/mysqlreader.md) | [doc](docs/offline/writer/mysqlwriter.md) | +| | Oracle | [doc](docs/offline/reader/oraclereader.md) | [doc](docs/offline/writer/oraclewriter.md) | +| | SqlServer | [doc](docs/offline/reader/sqlserverreader.md) | [doc](docs/offline/writer/sqlserverwriter.md) | +| | PostgreSQL | [doc](docs/offline/reader/postgresqlreader.md) | [doc](docs/offline/writer/postgresqlwriter.md) | +| | DB2 | [doc](docs/offline/reader/db2reader.md) | [doc](docs/offline/writer/db2writer.md) | +| | GBase | [doc](docs/offline/reader/gbasereader.md) | [doc](docs/offline/writer/gbasewriter.md) | +| | ClickHouse | [doc](docs/offline/reader/clickhousereader.md) | [doc](docs/offline/writer/clickhousewriter.md) | +| | PolarDB | [doc](docs/offline/reader/polardbreader.md) | [doc](docs/offline/writer/polardbwriter.md) | +| | SAP Hana | [doc](docs/offline/reader/saphanareader.md) | [doc](docs/offline/writer/saphanawriter.md) | +| | Teradata | [doc](docs/offline/reader/teradatareader.md) | [doc](docs/offline/writer/teradatawriter.md) | +| | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | +| | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | +| | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | +| | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | +| | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | +| | MongoDB | [doc](docs/offline/reader/mongodbreader.md) | [doc](docs/offline/writer/mongodbwriter.md) | +| | Kudu | [doc](docs/offline/reader/kudureader.md) | [doc](docs/offline/writer/kuduwriter.md) | +| | ElasticSearch | [doc](docs/offline/reader/esreader.md) | [doc](docs/offline/writer/eswriter.md) | +| | FTP | [doc](docs/offline/reader/ftpreader.md) | [doc](docs/offline/writer/ftpwriter.md) | +| | HDFS | [doc](docs/offline/reader/hdfsreader.md) | [doc](docs/offline/writer/hdfswriter.md) | +| | Carbondata | [doc](docs/offline/reader/carbondatareader.md) | [doc](docs/offline/writer/carbondatawriter.md) | +| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/carbondatawriter.md) | +| | Redis | | [doc](docs/offline/writer/rediswriter.md) | +| | Hive | | [doc](docs/offline/writer/hivewriter.md) | +| Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | +| | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | +| | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | +| | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | +| | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | +| | Oracle Logminer| Coming Soon| | +| | SqlServer CDC | Coming Soon | | + +# Quick Start + +Please click [Quick Start](docs/quickstart.md) + +# General Configuration + +Please click [General Configuration](docs/generalconfig.md) + +# Statistics Metric + +Please click [Statistics Metric](docs/statistics.md) + +# Kerberos + +Please click [Kerberos](docs/kerberos.md) + +# How to contribute FlinkX + +Please click [Contribution](docs/contribution.md) # License diff --git a/README_CH.md b/README_CH.md index 6a8ccd289b..28ac7c27b2 100644 --- a/README_CH.md +++ b/README_CH.md @@ -23,7 +23,7 @@ FlinkX是一个基于Flink的批流统一的数据同步工具，既可以采集 - 部分插件支持失败恢复的功能，可以从失败的位置恢复任务，节约运行时间；[失败恢复](docs/restore.md) -- 关系数据库的Reader插件支持间隔轮询功能，可以持续不断的采集变化的数据；[间隔轮询](docs/rdbreader.md) +- 关系数据库的Reader插件支持间隔轮询功能，可以持续不断的采集变化的数据；[间隔轮询](docs/offline/reader/mysqlreader.md) - 部分数据库支持开启Kerberos安全认证；[Kerberos](docs/kerberos.md) @@ -39,38 +39,57 @@ FlinkX目前支持下面这些数据库： | | Database Type | Reader | Writer | |:----------------------:|:--------------:|:-------------------------------:|:-------------------------------:| -| Batch Synchronization | MySQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Oracle | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | SqlServer | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | PostgreSQL | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | DB2 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | GBase | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | ClickHouse | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | PolarDB | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | SAP Hana | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Teradata | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Phoenix | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | 达梦 | [doc](docs/rdbreader.md) | [doc](docs/rdbwriter.md) | -| | Cassandra | [doc](docs/cassandrareader.md) | [doc](docs/cassandrawriter.md) | -| | ODPS | [doc](docs/odpsreader.md) | [doc](docs/odpswriter.md) | -| | HBase | [doc](docs/hbasereader.md) | [doc](docs/hbasewriter.md) | -| | MongoDB | [doc](docs/mongodbreader.md) | [doc](docs/mongodbwriter.md) | -| | Kudu | [doc](docs/kudureader.md) | [doc](docs/kuduwriter.md) | -| | ElasticSearch | [doc](docs/esreader.md) | [doc](docs/eswriter.md) | -| | FTP | [doc](docs/ftpreader.md) | [doc](docs/ftpwriter.md) | -| | HDFS | [doc](docs/hdfsreader.md) | [doc](docs/hdfswriter.md) | -| | Carbondata | [doc](docs/carbondatareader.md) | [doc](docs/carbondatawriter.md) | -| | Redis | | [doc](docs/rediswriter.md) | -| | Hive | | [doc](docs/hivewriter.md) | -| Stream Synchronization | Kafka | [doc](docs/kafkareader.md) | [doc](docs/kafkawriter.md) | -| | EMQX | [doc](docs/emqxreader.md) | [doc](docs/emqxwriter.md) | -| | MySQL Binlog | [doc](docs/binlog.md) | | -| | MongoDB Oplog | [doc](docs/mongodb_oplog.md) | | -| | PostgreSQL WAL | [doc](docs/pgwalreader.md) | | - -# 参考文档 - -[参考文档](https://github.com/DTStack/flinkx/wiki) | [旧文档](README_OLD.md) +| Batch Synchronization | MySQL | [doc](docs/offline/reader/mysqlreader.md) | [doc](docs/offline/writer/mysqlwriter.md) | +| | Oracle | [doc](docs/offline/reader/oraclereader.md) | [doc](docs/offline/writer/oraclewriter.md) | +| | SqlServer | [doc](docs/offline/reader/sqlserverreader.md) | [doc](docs/offline/writer/sqlserverwriter.md) | +| | PostgreSQL | [doc](docs/offline/reader/postgresqlreader.md) | [doc](docs/offline/writer/postgresqlwriter.md) | +| | DB2 | [doc](docs/offline/reader/db2reader.md) | [doc](docs/offline/writer/db2writer.md) | +| | GBase | [doc](docs/offline/reader/gbasereader.md) | [doc](docs/offline/writer/gbasewriter.md) | +| | ClickHouse | [doc](docs/offline/reader/clickhousereader.md) | [doc](docs/offline/writer/clickhousewriter.md) | +| | PolarDB | [doc](docs/offline/reader/polardbreader.md) | [doc](docs/offline/writer/polardbwriter.md) | +| | SAP Hana | [doc](docs/offline/reader/saphanareader.md) | [doc](docs/offline/writer/saphanawriter.md) | +| | Teradata | [doc](docs/offline/reader/teradatareader.md) | [doc](docs/offline/writer/teradatawriter.md) | +| | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | +| | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | +| | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | +| | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | +| | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | +| | MongoDB | [doc](docs/offline/reader/mongodbreader.md) | [doc](docs/offline/writer/mongodbwriter.md) | +| | Kudu | [doc](docs/offline/reader/kudureader.md) | [doc](docs/offline/writer/kuduwriter.md) | +| | ElasticSearch | [doc](docs/offline/reader/esreader.md) | [doc](docs/offline/writer/eswriter.md) | +| | FTP | [doc](docs/offline/reader/ftpreader.md) | [doc](docs/offline/writer/ftpwriter.md) | +| | HDFS | [doc](docs/offline/reader/hdfsreader.md) | [doc](docs/offline/writer/hdfswriter.md) | +| | Carbondata | [doc](docs/offline/reader/carbondatareader.md) | [doc](docs/offline/writer/carbondatawriter.md) | +| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/carbondatawriter.md) | +| | Redis | | [doc](docs/offline/writer/rediswriter.md) | +| | Hive | | [doc](docs/offline/writer/hivewriter.md) | +| Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | +| | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | +| | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | +| | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | +| | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | +| | Oracle Logminer| Coming Soon | | +| | SqlServer CDC | Coming Soon | | + +# 快速开始 + +请点击[快速开始](docs/quickstart.md) + +# 通用配置 + +请点击[插件通用配置](docs/generalconfig.md) + +# 统计指标 + +请点击[统计指标](docs/statistics.md) + +# Kerberos + +请点击[Kerberos](docs/kerberos.md) + +# 如何贡献FlinkX + +请点击[如何贡献FlinkX](docs/contribution.md) # License diff --git a/README_OLD.md b/README_OLD.md deleted file mode 100644 index 93dc01fab3..0000000000 --- a/README_OLD.md +++ /dev/null @@ -1,376 +0,0 @@ -## 技术交流 - * 招聘大数据平台开发工程师，想了解岗位详细信息可以添加本人微信号ysqwhiletrue,注明招聘，如有意者发送简历至sishu@dtstack.com - - * 可以搜索群号30537511或者扫描下面的二维码进入钉钉群 -

- -
- - -## 1 什么是FlinkX - -* **FlinkX是在是袋鼠云内部广泛使用的基于flink的分布式离线数据同步框架，实现了多种异构数据源之间高效的数据迁移。** - -不同的数据源头被抽象成不同的Reader插件，不同的数据目标被抽象成不同的Writer插件。理论上，FlinkX框架可以支持任意数据源类型的数据同步工作。作为一套生态系统，每接入一套新数据源该新加入的数据源即可实现和现有的数据源互通。 - -
- -
- -## 2 工作原理 - -在底层实现上，FlinkX依赖Flink，数据同步任务会被翻译成StreamGraph在Flink上执行，工作原理如下图： - -
- -
- -## 3 快速起步 - -### 3.1 运行模式 - -* 单机模式：对应Flink集群的单机模式 -* standalone模式：对应Flink集群的分布式模式 -* yarn模式：对应Flink集群的yarn模式 -* yarnPer模式: 对应Flink集群的Per-job模式 - - -### 3.2 执行环境 - -* Java: JDK8及以上 -* Flink集群: 1.4及以上（单机模式不需要安装Flink集群） -* 操作系统：理论上不限，但是目前只编写了shell启动脚本，用户可以可以参考shell脚本编写适合特定操作系统的启动脚本。 - -### 3.3 打包 - -进入项目根目录，使用maven打包： - -``` -mvn clean package -DskipTests -``` - -打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，plugins目录下存放编译好的数据同步插件包 - -### 3.4 启动 - -#### 3.4.1 命令行参数选项 - -* **model** - - * 描述：执行模式，也就是flink集群的工作模式 - * local: 本地模式 - * standalone: 独立部署模式的flink集群 - * yarn: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster" - * yarnPer: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" - * 必选：否 - * 默认值：local - -* **job** - - * 描述：数据同步任务描述文件的存放路径；该描述文件中使用json字符串存放任务信息。 - * 必选：是 - * 默认值：无 - -* **pluginRoot** - - * 描述：插件根目录地址，也就是打包后产生的pluginRoot目录。 - * 必选：是 - * 默认值：无 - -* **flinkconf** - - * 描述：flink配置文件所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.8.1/conf - * 必选：否 - * 默认值：无 - -* **yarnconf** - - * 描述：Hadoop配置文件（包括hdfs和yarn）所在的目录（单机模式下不需要），如/hadoop/etc/hadoop - * 必选：否 - * 默认值：无 - -* **flinkLibJar** - - * 描述：flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.8.1/lib - * 必选：否 - * 默认值：无 - -* **confProp** - - * 描述：flink相关参数，如{\"flink.checkpoint.interval\":200000} - * 必选：否 - * 默认值：无 - -* **queue** - - * 描述：yarn队列，如default - * 必选：否 - * 默认值：无 - -* **pluginLoadMode** - - * 描述：yarnPer模式插件加载方式： - * classpath：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快 - * shipfile：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 - * 必选：否 - * 默认值：classpath - -#### 3.4.2 启动数据同步任务 - -* **以本地模式启动数据同步任务** - -``` -bin/flinkx -mode local \ - -job /Users/softfly/company/flink-data-transfer/jobs/task_to_run.json \ - -plugin /Users/softfly/company/flink-data-transfer/plugins \ - -confProp "{"flink.checkpoint.interval":60000}" \ - -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* -``` - -* **以standalone模式启动数据同步任务** - -``` -bin/flinkx -mode standalone \ - -job /Users/softfly/company/flink-data-transfer/jobs/oracle_to_oracle.json \ - -plugin /Users/softfly/company/flink-data-transfer/plugins \ - -flinkconf /hadoop/flink-1.4.0/conf \ - -confProp "{"flink.checkpoint.interval":60000}" \ - -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* -``` - -* **以yarn模式启动数据同步任务** - -``` -bin/flinkx -mode yarn \ - -job /Users/softfly/company/flinkx/jobs/mysql_to_mysql.json \ - -plugin /opt/dtstack/flinkplugin/syncplugin \ - -flinkconf /opt/dtstack/myconf/conf \ - -yarnconf /opt/dtstack/myconf/hadoop \ - -confProp "{"flink.checkpoint.interval":60000}" \ - -s /flink_checkpoint/0481473685a8e7d22e7bd079d6e5c08c/chk-* -``` - -* **以perjob模式启动数据同步任务** - -``` -bin/flinkx -mode yarnPer \ - -job /test.json \ - -pluginRoot /opt/dtstack/syncplugin \ - -flinkconf /opt/dtstack/flink-1.8.1/conf \ - -yarnconf /opt/dtstack/hadoop-2.7.3/etc/hadoop \ - -flinkLibJar /opt/dtstack/flink-1.8.1/lib \ - -confProp {\"flink.checkpoint.interval\":200000} \ - -queue c -pluginLoadMode classpath -``` - -## 4 数据同步任务模版 - -从最高空俯视，一个数据同步的构成很简单，如下： - -``` -{ - "job": { - "setting": {...}, - "content": [...] - } -} -``` - -数据同步任务包括一个job元素，而这个元素包括setting和content两部分。 - -* setting: 用于配置限速、错误控制和脏数据管理 -* content: 用于配置具体任务信息，包括从哪里来（Reader插件信息），到哪里去（Writer插件信息） - -### 4.1 setting - -``` - "setting": { - "speed": {...}, - "errorLimit": {...}, - "dirty": {...}, - "restart": {...} - } -``` - -setting包括speed、errorLimit和dirty三部分，分别描述限速、错误控制和脏数据管理的配置信息 - -#### 4.1.1 speed - -``` -"speed": { - "bytes": 1048576, - "channel": 2, - "rebalance": false, - "readerChannel": 1, - "writerChannel": 1 -} -``` - -* channel：任务并发数 -* readerChannel：reader的并发数，配置此参数时会覆盖channel配置的并发数，不配置或配置为-1时将使用channel配置的并发数作为reader的并发数。 -* writerChannel：writer的并发数，配置此参数时会覆盖channel配置的并发数，不配置或配置为-1时将使用channel配置的并发数作为writer的并发数。 -* rebalance：此参数配置为true时将强制对reader的数据做Rebalance，不配置此参数或者配置为false时，程序会根据reader和writer的通道数选择是否Rebalance，reader和writer的通道数一致时不使用Reblance，通道数不一致时使用Reblance。 -* bytes:：每秒字节数，默认为 Long.MAX_VALUE - -#### 4.1.2 errorLimit - -``` - "errorLimit": { - "record": 10000, - "percentage": 100 - } -``` - -* record: 出错记录数超过record设置的条数时，任务标记为失败 -* percentage: 当出错记录数超过percentage百分数时，任务标记为失败 - -#### 4.1.3 dirty - -``` - "dirty": { - "path": "/tmp", - "hadoopConfig": { - "fs.default.name": "hdfs://ns1", - "dfs.nameservices": "ns1", - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.ha.automatic-failover.enabled": "true", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "fs.hdfs.impl.disable.cache": "true" - } - } -``` - -* path: 脏数据存放路径 -* hadoopConfig: 脏数据存放路径对应hdfs的配置信息(hdfs高可用配置) - -#### 4.1.4 restore - -``` -"restore": { - - "isRestore": false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - } -``` - -restore配置请参考[断点续传](docs/restore.md) - -#### 4.1.5 log - -``` -"log" : { - "isLogger": true, - "level" : "warn", - "path" : "/opt/log/", - "pattern":"" - } -``` -* isLogger: 日志是否保存到磁盘, `true`: 是; `false`(默认): 否; -* level: 日志输出级别, `trace`, `debug`, `info`(默认), `warn`, `error`; -* path: 日志保存路径, 默认为`/tmp/dtstack/flinkx/`, 日志名称为当前flink任务的jobID，如: `97501729f8c44c260d889d099968cc74.log` -* pattern: 日志输出格式 - * log4j默认格式为: `%d{yyyy-MM-dd HH:mm:ss.SSS} [%thread] %-5level %logger{60} %X{sourceThread} - %msg%n`; - * logback默认格式为: `%d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n` - -注意：该日志记录功能只会记录`com.dtstack`包下的输出日志, 如需变更，可修改类参数`DtLogger.LOGGER_NAME`。 - -#### 4.1.6 restart - -``` -"restart": { - "strategy": "fixedDelay", - "restartAttempts": 5, - "delayInterval": 10, - "failureRate":2, - "failureInterval":60 - } -``` -* strategy：重启策略，可选：NoRestart、fixedDelay、failureRate，可参考[Flink文档](https://ci.apache.org/projects/flink/flink-docs-stable/dev/task_failure_recovery.html) - -### 4.2 content - -``` - "content": [ - { - "reader": { - "name": "...", - "parameter": { - ... - } - }, - "writer": { - "name": "...", - "parameter": { - ... - } - } - } - ] -``` - -* reader: 用于读取数据的插件的信息 -* writer: 用于写入数据的插件的信息 - -reader和writer包括name和parameter，分别表示插件名称和插件参数 - -### 4.3 数据同步任务例子 - -详见flinkx-examples子工程 - -## 5. 数据同步插件 - -### 5.1 读取插件 - -* [关系数据库读取插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix,达梦)](docs/rdbreader.md) -* [分库分表读取插件](docs/rdbdreader.md) -* [HDFS读取插件](docs/hdfsreader.md) -* [HBase读取插件](docs/hbasereader.md) -* [Elasticsearch读取插件](docs/esreader.md) -* [Ftp读取插件](docs/ftpreader.md) -* [Odps读取插件](docs/odpsreader.md) -* [MongoDB读取插件](docs/mongodbreader.md) -* [Stream读取插件](docs/streamreader.md) -* [Carbondata读取插件](docs/carbondatareader.md) -* [MySQL binlog读取插件](docs/binlog.md) -* [KafKa读取插件](docs/kafkareader.md) -* [Kudu读取插件](docs/kudureader.md) -* [Cassandra读取插件](docs/cassandrareader.md) -* [Emqx读取插件](docs/emqxreader.md) -* [MongoDB实时采集插件](docs/mongodb_oplog.md) -* [PostgreSQL WAL实时采集插件](docs/pgwalreader.md) - -### 5.2 写入插件 - -* [关系数据库写入插件(Mysql,Oracle,Sqlserver,Postgresql,Db2,Gbase,SAP Hana,Teradata,Phoenix)](docs/rdbwriter.md) -* [HDFS写入插件](docs/hdfswriter.md) -* [HBase写入插件](docs/hbasewriter.md) -* [Elasticsearch写入插件](docs/eswriter.md) -* [Ftp写入插件](docs/ftpwriter.md) -* [Odps写入插件](docs/odpswriter.md) -* [MongoDB写入插件](docs/mongodbwriter.md) -* [Redis写入插件](docs/rediswriter.md) -* [Stream写入插件](docs/streamwriter.md) -* [Carbondata写入插件](docs/carbondatawriter.md) -* [Kafka写入插件](docs/kafkawriter.md) -* [Hive写入插件](docs/hivewriter.md) -* [Kudu写入插件](docs/kuduwriter.md) -* [Cassandra写入插件](docs/cassandrawriter.md) -* [Emqx写入插件](docs/emqxwriter.md) - -[断点续传和实时采集功能介绍](docs/restore.md) - -[数据源开启Kerberos](docs/kerberos.md) - -[统计指标说明](docs/statistics.md) - -## 6.版本说明 - - 1.flinkx的分支版本跟flink的版本对应，比如：flinkx v1.5.0 对应 flink1.5.0,版本说明： - -| 插件版本 | flink版本 | -| ----- | ------- | -| 1.5.x | 1.5.4 | -| 1.8.x | 1.8.1 | diff --git a/docs/binlog.md b/docs/binlog.md deleted file mode 100644 index e425b01c4c..0000000000 --- a/docs/binlog.md +++ /dev/null @@ -1,196 +0,0 @@ -# MySQL binlog读取插件（*reader） - -## 1.首先给某个用户赋权，有读binglog的权限 - - GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT - ON *.* TO 'xxx'@'%' IDENTIFIED BY 'xxx'; - -## 2. 配置样例 - -```json -{ - "job": { - "content": [{ - "reader": { - "parameter": { - "jdbcUrl" : "jdbc:mysql://127.0.0.1:3306/test?charset=utf8", - "username" : "username", - "password" : "password", - "host" : "127.0.0.1", - "port": 3306, - "table" : [ "test_sink" ], - "filter" : "", - "cat" : "insert,update,delete", - "start" : { - "journalName" : "bin.000004", - "timestamp" : 123123 - }, - "pavingData" : false, - "bufferSize" : 1024 - }, - "name": "binlogreader" - }, - "writer": { - - } - }], - "setting": { - - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称。 - - * 必选：是 - - * 默认值：无 - -* **jdbcUrl** - - * 描述：MySQL数据库的jdbc连接字符串，参考文档：[Mysql官方文档](http://dev.mysql.com/doc/connector-j/en/connector-j-reference-configuration-properties.html) - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：数据源的用户名 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述：数据源指定用户名的密码 - - * 必选：是 - - * 默认值：无 - -* **host** - - * 描述：启动MySQL slave的机器ip。 - - * 必选：是 - - * 默认值：无 - -* **port** - - * 描述：启动MySQL slave的端口 - - * 必选：否 - - * 默认值：3306 - -* **table** - - * 描述：需要解析的数据表。 - - * 注意：指定此参数后filter参数将无效。 - - * 必选：否 - - * 默认值：无 - -* **filter** - - * 描述：过滤表名的Perl正则表达式。 - - * 例子： - - * 所有表：.* or .*\\..* - - * canal schema下所有表： canal\\..* - - * canal下的以canal打头的表：canal\\.canal.* - - * canal schema下的一张表：canal\\.test1 - - * 必选：否 - - * 默认值：无 - -* **cat** - - * 描述：需要解析的数据更新类型，包括insert、update、delete三种。 - - * 注意：以英文逗号分割的格式填写。 - - * 必选：否 - - * 默认值：null - -* **start** - - * 描述：要读取的binlog文件的开始位置。 - - * 参数： - - * journalName：采集起点按文件开始时的文件名称； - - * timestamp：采集七点按时间开始时的时间戳； - - * 默认值：无 - -* **pavingData** - - * 描述：是否将解析出的json数据拍平 - - * 示例：假设解析的表为tb1,数据库为test，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： - - ```json - { - "type":"update", - "schema":"test", - "table":"tb1", - "ts":1231232, - "ingestion":123213, - "before_id":1, - "after_id":2 - } - ``` - - pavingData为false时： - - ```json - { - "message":{ - "type":"update", - "schema":"test", - "table":"tb1", - "ts":1231232, - "ingestion":123213, - "before":{ - "id":1 - }, - "after":{ - "id":2 - } - } - } - ``` - - 其中”ts“是数据变更时间，ingestion是插件解析这条数据的纳秒时间 - - * 必选：否 - - * 默认值：false - -* **bufferSize** - - * 描述：并发缓存大小 - - * 注意：必须为2的幂 - - * 必选：否 - - * 默认值：1024 diff --git a/docs/carbondatareader.md b/docs/carbondatareader.md deleted file mode 100644 index 9911572b43..0000000000 --- a/docs/carbondatareader.md +++ /dev/null @@ -1,197 +0,0 @@ -# Carbondata读取插件（carbondatareader） - -## 1. 配置样例 - -``` -{ - "job": { - "setting": { - "speed": { - "channel": 3, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - } - }, - "content": [ - { - "reader": { - "name": "carbondatareader", - "parameter": { - "path": "hdfs://ns1/user/hive/warehouse/carbon.store1/sb/tb2000", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "rdos2:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "rdos1:9000", - "dfs.nameservices": "ns1" - }, - "defaultFS": "hdfs://ns1", - "table": "tb2000", - "database": "sb", - "filter": " b = 100", - "column": [ - { - "name": "a", - "type": "string" - }, - { - "name": "b", - "type": "int" - } - ] - } - }, - "writer": { - "name": "mysqlwriter", - "parameter": { - "writeMode": "insert", - "username": "root", - "password": "111111", - "column": [ - "v", - "id" - ], - "batchSize": 1, - "connection": [ - { - "jdbcUrl": "jdbc:mysql://rdos1:3306/hyf", - "table": [ - "tt2" - ] - } - ] - } - } - } - ] - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处只能填carbondatareader，否则Flinkx将无法正常加载该插件包。 - * 必选：是
- - * 默认值：无
- -* **path** - - * 描述：carbondata表的存储路径 - - * 必选：是
- - * 默认值：无
- -* **table** - - * 描述：carbondata表名
- - * 必选：否
- - * 默认值：无
- -* **database** - - * 描述：carbondata库名
- - * 必选：否
- - * 默认值：无
- -* **filter** - - * 描述：简单过滤器，目前只支持单条件的简单过滤，形式为 col op value
- - col为列名；
- - op为关系运算符，包括=,>,>=,<,<=；
- - value为字面值，如1234， "ssss"
- - * 必选：否
- - * 默认值：无
- -* **column** - - * 描述：所配置的表中需要同步的字段集合。 - - 字段包括表字段和常量字段，
- - 表字段的格式： - - ``` - { - "name": "col1", - "type": "string" - } - ``` - - 常量字段的格式： - - { - - "value": "12345", - - "type": "string" - - } - - * 必选：是
- - * 默认值：无
- -* **hadoopConfig** - - * 描述：hadoopConfig里可以配置与Hadoop相关的一些高级参数，比如HA的配置。
- - ``` - { - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "rdos2:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "rdos1:9000", - "dfs.nameservices": "ns1", - "fs.defaultFS": "hdfs://ns1" - } - } - ``` - -* **defaultFS** - - * 描述：Hadoop hdfs文件系统namenode节点地址。
- - * 必选：是
- - * 默认值：无
- -## 3. 数据类型 - -支持如下数据类型 - -* SMALLINT -* INT/INTEGER -* BIGINT -* DOUBLE -* DECIMAL -* FLOAT -* BYTE -* BOOLEAN -* STRING -* CHAR -* VARCHAR -* DATE -* TIMESTAMP - -不支持如下数据类型 - -* arrays: ARRAY -* structs: STRUCT -* maps: MAP diff --git a/docs/carbondatawriter.md b/docs/carbondatawriter.md deleted file mode 100644 index 4fd4dfa89e..0000000000 --- a/docs/carbondatawriter.md +++ /dev/null @@ -1,118 +0,0 @@ -# Cassandra写入插件（cassandrareader） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - - }, - "writer": { - "name": "cassandrawriter", - "parameter": { - "host": "101.37.175.174", - "keyspace": "tp", - "table": "emp", - "column": ["emp_id", "emp_name", "emp_city", "emp_phone", "emp_sal"] - } - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - } - } - } -} -``` - -## 2. 参数说明 - -- **host** - - - 描述：数据库地址 - - - 必选：是 - - - 默认值：无 - -- **port** - - - 描述：端口 - - - 必选：否 - - - 默认值：9042 - -- **username** - - - 描述：用户名 - - - 必选：否 - - - 默认值：无 - -- **password** - - - 描述：密码 - - - 必选：否 - - - 默认值：无 - -- **column** - - - 描述：要读取的字段 - - - 必选：否 - - - 默认值：无 - -- **keyspace** - - - 描述：需要同步的表所在的keyspace - - - 必选：是 - - - 默认值：无 - -- **table** - - - 描述：要查询的表 - - - 必选：是 - - - 默认值：无 - -- **asyncWrite** - - - 描述：是否同步写入数据。 - - - 必选：否 - - - 默认值：false - -- **batchSize** - - - 描述：一次批量提交的记录数大小 - - - 必选：否 - - - 默认值：1 - -- **consistancyLevel** - - - 描述：数据一致性级别。可选ONE|QUORUM|LOCAL_QUORUM|EACH_QUORUM|ALL|ANY|TWO|THREE|LOCAL_ONE - - - 必选：否 - - - 默认值：无 diff --git a/docs/cassandrareader.md b/docs/cassandrareader.md deleted file mode 100644 index f3d24702d5..0000000000 --- a/docs/cassandrareader.md +++ /dev/null @@ -1,134 +0,0 @@ -# Cassandra读取插件（cassandrareader） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "host": "127.0.0.1", - "port":9042, - "username":"username", - "password":"password", - "useSSL":false, - - "keyspace": "tp", - "table": "emp", - "column": [ - "emp_id", - "emp_city", - "emp_name", - "emp_phone", - "emp_sal" - ], - "allowFiltering":false, - "where":null, - "connectionsPerHost":8, - "maxPendingPerConnection":128, - "consistancyLevel":null - - }, - "name": "cassandrareader" - }, - "writer": { - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - } - } - } -} -``` - -## 2. 参数说明 - -- **host** - - - 描述：数据库地址 - - - 必选：是 - - - 默认值：无 - -- **port** - - - 描述：端口 - - - 必选：否 - - - 默认值：9042 - -- **username** - - - 描述：用户名 - - - 必选：否 - - - 默认值：无 - -- **password** - - - 描述：密码 - - - 必选：否 - - - 默认值：无 - -- **column** - - - 描述：要读取的字段 - - - 必选：否 - - - 默认值：无 - -- **keyspace** - - - 描述：需要同步的表所在的keyspace - - - 必选：是 - - - 默认值：无 - -- **table** - - - 描述：要查询的表 - - - 必选：是 - - - 默认值：无 - -- **allowFiltering** - - - 描述：是否在服务端过滤数据。 - - - 必选：否 - - - 默认值：false - -- **where** - - - 描述：过滤条件where之后的表达式 - - - 必选：否 - - - 默认值：无 - -- **consistancyLevel** - - - 描述：数据一致性级别。可选ONE|QUORUM|LOCAL_QUORUM|EACH_QUORUM|ALL|ANY|TWO|THREE|LOCAL_ONE - - - 必选：否 - - - 默认值：无 diff --git a/docs/cassandrawriter.md b/docs/cassandrawriter.md deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/docs/contribution.md b/docs/contribution.md new file mode 100644 index 0000000000..2063b96ddd --- /dev/null +++ b/docs/contribution.md @@ -0,0 +1,514 @@ +# 如何贡献FlinkX + +本文面向FlinkX插件开发人员，尝试通过一个开发者的角度尽可能全面地阐述一个FlinkX插件所经历的过程，同时消除开发者的困惑，快速上手插件开发。 + +从数据流的角度来看FlinkX，可以理解为不同数据源的数据流通过对应的FlinkX插件处理，变成符合FlinkX数据规范的数据流；脏数据的处理可以理解为脏水流通过污水处理厂，变成符合标准，可以使用的水流，而对不能处理的水流收集起来。 + +插件开发不需要关注任务具体如何调度，只需要关注关键问题： + +1. 数据源本身读写数据的正确性； +1. 如何合理且正确地使用框架； +1. 配置文件的规范； + + +## 开发环境 + +- Flink集群: 1.4及以上(单机模式不需要安装Flink集群） +- Java: JDK8及以上 +- 操作系统：理论上不限，但是目前只编写了shell启动脚本，用户可以可以参考shell脚本编写适合特定操作系统的启动脚本。 + +开发之前，需要理解以下概念： + + +## 逻辑执行概念 +插件开发者不需要关心太多整个框架的具体运行，只需要关注数据源的读写，以及代码在逻辑上是怎么被执行的，方法什么时候被调用的。以下概念的理解对你快速开发会有帮助： + +- **Job**：** Job**是FlinkX用以描述从一个源头到一个目的端的同步作业，是FlinkX数据同步的最小业务单元。 +- **Internal**： 把**Job**拆分得到的最小执行单元。 +- **InputSplit**：数据切片，是进入Internal的最小数据流单位。里面包含了基本数据信息和统计信息。 +- **InputFormat**：读插件的执行单位。 +- **OutputFormat**：写插件的执行单位。 + + +## 任务执行模式 + +- 单机模式：对应Flink集群的单机模式 +- standalone模式：对应Flink集群的分布式模式 +- yarn模式：对应Flink集群的yarn模式 +- yarnPer模式: 对应Flink集群的Per-job模式 + +在实际开发中，上述几种模式对插件的编写没有过多的影响，一般在本地LocalTest通过，将任务上传到Flink集群测试没有什么大问题。 + + +## 插件入口类 +插件的入口类需继承**DataReader**和**DataWriter**，在内部获取任务json传来的参数，通过相应的**Builder**构建对应**InputFormat**和**OutputFormat**实例 + + +### DataReader + +```java +public class SomeReader extends DataReader { + protected String oneParameter; + public SomeReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + } + @Override + public DataStream readData() { + return null; + } +} +``` + +reader类需继承DataReader，同时重写readData方法。在构造函数中获取任务json中构建InputFormat所需要的参数，代码案例如下： + +构造方法 + +```java +protected String oneParameter; +public SomeReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + // 首先通过jobconfig获取任务json中reader信息 + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + // 通过getParameter()获取相应的参数信息 + oneParameter = readerConfig.getParameter().getStringVal(SomeConfigKeys.KEY_PARAMETER); +} +``` + +重写readData方法 + +```java +@Override +public DataStream readData() { + // 通过Builder构建InputFormat + SomeInputFormatBuilder builder = new SomeInputFormatBuilder(new SomeInputFormat()); + // 一个setOneParameter()方法只set一个参数 + builder.setOneParameter(OneParameter); + //调用createInput返回一个DataStream实例 + return createInput(builder.finish()); +} +``` + + +### DataWriter + +```java +public class SomeWriter extends DataWriter { + protected String oneParameter; + public SomeWriter(DataTransferConfig config) { + super(config); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + return null; + } +} +``` + +和DataReader类似，writer需继承DataWriter，同时重写writeData方法。通常会创建一个ConfigKeys类，包含reader和writer所有需要的使用的任务json中参数的key。 + +构造方法 + +```java +protected String oneParameter; +public SomeWriter(DataTransferConfig config) { + super(config); + // 首先通过jobconfig获取jobjson中writer信息 + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + oneParameter = writerConfig.getParameter().getStringVal(SomeConfigKeys.KEY_PARAMETER); +} +``` + +重写writeData方法 + +```java +@Override +public DataStreamSink writeData(DataStream dataSet) { + // 通过Builder构建OutputFormat + SomeOutputFormatBuilder builder = new SomeOutputFormatBuilder(new SomeOutputFormat()); + // 一个setOneParameter()方法只set一个参数 + builder.setOneParameter(OneParameter); + //调用createInput返回一个DataSink实例 + return createInput(builder.finish()); +} +``` + + +### InputFormatBuilder的设计 + +需继承**RichInputFormatBuilder** + +```java +public class SomeInputFormatBuilder extends RichInputFormatBuilder { + /** + * 首先实例化一个InputFormat实例，通过构造函数传递，通过set方法设置参数 + */ + protected SomeInputFormat format; + //InputFormat构造函数，需要给实例化父类的format + public SomeInputFormatBuilder(SomeInputFormat format){ + super.format = this.format = format; + } + //set方法示例，建议set方法内只给一个变量赋值 + public void setOneParameter(String oneParameter){ + this.oneParameter = oneParameter; + } + //重写checkFormat，检查一些必要参数设置是否正确 + @Override + protected void checkFormat() {} +} +``` + + +### InputFormat的设计 + +需继承**RichInputFormat**，根据任务逻辑分别实现 + +```java +public class SomeInputFormat extends RichInputFormat { + @override + public void openInputFormat() { + + } + + @override + public void closeInputFormat() { + } + + @Override + protected void openInternal(InputSplit inputSplit) throws IOException { + } + + @Override + protected Row nextRecordInternal(Row row) throws IOException { + return null; + } + + @Override + protected void closeInternal() throws IOException { + } + + @Override + public void configure(Configuration parameters) { + } + + @Override + public InputSplit[] createInputSplits(int minNumSplits) throws IOException { + return new InputSplit[0]; + } + + @Override + public boolean reachedEnd() throws IOException { + return false; + } +} +``` + + +方法功能如下： + +#### configure + +- 调用位置：configure方法会在JobManager里构建执行计划的时候和在TaskManager里初始化并发实例后各调用一次； +- 作用：用于配置task的实例； +- 注意事项：不要在这个方法里写耗时的逻辑，比如获取连接，运行sql等，否则可能会导致akka超 + +#### createInputSplits + +- 调用位置：在构建执行计划时调用； +- 作用：调用子类的逻辑生成数据分片； +- 注意事项：分片的数量和并发数没有严格对应关系，不要在这个方法里做耗时的操作，否则会导致akka超时异常； + +#### getInputSplitAssigner + +- 调用位置：创建分片后调用； +- 作用：获取分片分配器，同步插件里使用的是DefaultInputSplitAssigner，按顺序返回分配给各个并发实例； +- 注意事项：无； + +#### openInternal + +- 调用位置：开始读取分片时调用； +- 作用：用于打开需要读取的数据源，并做一些初始化； +- 注意事项：这个方法必须是可以重复调用的，因为同一个并发实例可能会处理多个分片； + +#### reachEnd和nextRecordInternal + +- 调用位置：任务运行时，读取每条数据时调用； +- 作用：返回结束标识和下一条记录； +- 注意事项：无 + +#### closeInternal + +- 调用位置：读取完一个分片后调用，至少调用一次； +- 作用：关闭资源； +- 注意事项：可重复调用，关闭资源做非null检查，因为程序遇到异常情况可能直接跳转到closeInternal； + +#### openInputFormat + +- 调用位置：创建分片之后调用； +- 作用：对整个InpurFormat资源做初始化； +- 注意事项：无； + +#### closeInputFormat + +- 调用位置：当所有切片都执行完之后调用； +- 作用：关闭整个InputFormat的资源； +- 注意事项：无； + + +### OutputFormatBuilder +需继承**RichOutputFormatBuilder**，和**InputFormatBuilder**相似 + +```java +public class SomeOutputFormatBuilder extends RichOutputFormatBuilder { + /** + * 首先实例化一个OutputFormat实例，通过构造函数传递，通过设计set方法设置参数 + * 如下演示 + */ + protected SomeOutputFormat format; + + public SomeOutputFormatBuilder(SomeOutputFormat format){ + super.format = this.format = format; + } + + public void setOneParameter(String oneParameter){ + this.oneParameter = oneParameter; + } + + //重写checkFormat，检查参数设置是否正确 + @Override + protected void checkFormat() {} +} +``` + + +### OutputFormat +需继承**RichOutputFormat** + +```java +public class SomeOutputFormat extends RichOutputFormat { + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException {} + + @Override + protected void writeSingleRecordInternal(Record record) { + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + } +} +``` + +各方法的执行逻辑如下： + +openInternal -> writeSingleRecordInternal / writeMultipleRecordsInternal + +对于是执行writeSingleRecordInternal 还是writeMultipleRecordsInternal，关键参数是batchInterval，当batchInterval=1 时，框架调用writeSingleRecordInternal；当batchInterval > 1 且 record != null时，则调用writeMultipleRecordsInternal + +方法功能如下： + +#### openInternal + +- 调用位置：开始写入使用 +- 作用：用于打开需要读取的数据源，并做一些初始化； +- 注意事项：无； + +#### writerSingleRecordInternal + +- 调用位置：openInernal之后调用，开始写入数据 +- 作用：向数据源写入一条数据 +- 注意事项：无； + +#### writerMultipleRecordsInternal + +- 调用位置：openInternal之后调用，开始写入多条数据 +- 作用：向数据源写入多条数据，由batchInterval参数决定写入多少条 +- 注意事项：无； + + +## FlinkX数据结构 +FlinkX延续了Flink原生的数据类型Row + +```java +@PublicEvolving +public class Row implements Serializable{ + + private static final long serialVersionUID = 1L; + + /** The array to store actual values. */ + private final Object[] fields; + + /** + * Create a new Row instance. + * @param arity The number of fields in the Row + */ + public Row(int arity) { + this.fields = new Object[arity]; + } +} +``` + + +## 任务json配置 +配置中尽量减少不必要的参数，有些参数框架中已有默认值，配置文件中的值优先，模板如下 + +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "", + "password": "", + "connection": [{ + "jdbcUrl": [""], + "table": [ + "" + ] + }], + "column": [{ + "name": "id", + "type": "int" + },{ + "name":"name", + "type":"string" + }] + }, + "name": "mysqlreader" + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "errorLimit": { + }, + "speed": { + } + } + } +} +``` + + +## 如何设计配置参数 +任务配置中`reader`和`writer`下`parameter`部分是插件的配置参数，插件的配置参数应当遵循以下原则： + +- 驼峰命名：所有配置项采用驼峰命名法，首字母小写，单词首字母大写。 +- 正交原则：配置项必须正交，功能没有重复，没有潜规则。 +- 富类型：合理使用json的类型，减少无谓的处理逻辑，减少出错的可能。 + - 使用正确的数据类型。比如，bool类型的值使用`true`/`false`，而非`"yes"`/`"true"`/`0`等。 + - 合理使用集合类型，比如，用数组替代有分隔符的字符串。 +- 类似通用：遵守同一类型的插件的习惯，比如关系型数据库的`connection`参数都是如下结构： +``` +{ + "connection": [ + { + "table": [ + "table_1", + "table_2" + ], + "jdbcUrl": [ + "jdbc:mysql://127.0.0.1:3306/database_1", + "jdbc:mysql://127.0.0.2:3306/database_1_slave" + ] + }, + { + "table": [ + "table_3", + "table_4" + ], + "jdbcUrl": [ + "jdbc:mysql://127.0.0.3:3306/database_2", + "jdbc:mysql://127.0.0.4:3306/database_2_slave" + ] + } + ] +} +``` + + +## 如何处理脏数据 + +### 脏数据定义 + +1. Reader读到不支持的类型、不合法的值。 +1. 不支持的类型转换，比如：`Bytes`转换为`Date`。 +1. 写入目标端失败，比如：写mysql整型长度超长。 + + +### 如何处理脏数据 +框架会将脏数据临时存放起来。由DirtyDataManager实例写入临时存放脏数据文件中。 + +- path: 脏数据存放路径 +- hadoopConfig: 脏数据存放路径对应hdfs的配置信息(hdfs高可用配置) + + +## 加载原理 + +1. 框架扫描`plugin/reader`和`plugin/writer`目录，加载每个插件的`plugin.json`文件。 +1. 以`plugin.json`文件中`name`为key，索引所有的插件配置。如果发现重名的插件或者不存在的插件，框架会异常退出。 +1. 用户在插件中在`reader`/`writer`配置的`name`字段指定插件名字。框架根据插件的类型（`reader`/`writer`）和插件名称去插件的路径下扫描所有的jar，加入`classpath`。 +1. 根据插件配置中定义的入口类，框架通过反射实例化对应的`Job`对象。 + + +## 统一的目录结构 + +#### 项目目录层级 +注意，插件Reader/Writer类需放在符合插件包名命名规则的reader下，如MysqlReader类需放在com.dtstack.flinkx.mysql.reader包下，具体命名规则参照 **项目命名规则** 内容 +```xml +``` +${Flinkx_HOME} +|-- bin +| -- flink +| -- flinkx.sh +| +|-- flinkx-somePlugin + |-- flinkx-somePlugin-core + |-- common 一些插件共用的类 + |-- exception 异常处理类 + |-- pom.xml 插件公用依赖 + |-- flinkx-somePlugin-reader + |-- InputFormat + |-- SomePluginInputFormat + |-- SomePluginInputFormatBuiler + |-- reader + |-- SomePluginReader + |-- flinkx-somePlugin-writer + |-- OutputFormat + |-- SomePluginOutputFormat + |-- SomePluginOutputFormatBuiler + |-- reader + |-- SomePluginWriter +``` +``` + +#### 项目命名规则 + +- 插件命名模板 [flinkx]-[dataSourceName]，例如flinkx-mysql +- 插件模块命名模板 [flinkx]-[dataSourceName]-[reader/writer/core]，例如flinkx-mysql-reader，flinkx-redis-writer +- 插件包名命名模板 [com.dtstack.flinkx.dataSource.xxxx]，例如com.dtstack.flinkx.mysql.reader，com.dtstack.flinkx.redis.inputformat +- 插件Reader/Writer类命名模板 [dataSource][Reader/Writer]，例如MysqlReader，RedisWriter，需注意，类似RestAPIWriter，MetaDataHive2Reader这样的命名是错误的，需改为RestapiWriter，Metadatahive2Reader + + +## 插件打包 +进入项目根目录，使用maven打包： + +windows平台 + +``` +mvn clean package -DskipTests -Prelease -DscriptType=bat +``` + +unix平台 + +``` +mvn clean package -DskipTests -Prelease -DscriptType=sh +``` + +打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，plugins目录下存放编译好的数据同步插件包，之后就可以提交开发平台测试啦！ diff --git a/docs/emqxreader.md b/docs/emqxreader.md deleted file mode 100644 index 52ae367c6a..0000000000 --- a/docs/emqxreader.md +++ /dev/null @@ -1,114 +0,0 @@ -# Emqx读取插件（emqxreader） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - "parameter" : { - "broker" : "tcp://impala2:1883", - "topic" : "mqtt/test", - "username" : "root", - "password" : "abc123", - "isCleanSession": true, - "qos": 2, - "codec": "plain" - }, - "name" : "emqxreader" - }, - "writer": { - - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，eqmxreader。 - - * 必选：是 - - * 默认值：无 - -* **broker** - - * 描述：连接URL信息。 - - * 必选：是 - - * 默认值：无 - -* **topic** - - * 描述：订阅主题 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：认证用户名 - - * 必选：否 - - * 默认值：无 - -* **password** - - * 描述：认证密码 - - * 必选：否 - - * 默认值：无 - -* **isCleanSession** - - * 描述：是否清除session - - * false：MQTT服务器保存于客户端会话的的主题与确认位置 - - * true：MQTT服务器不保存于客户端会话的的主题与确认位置 - - * 必选：否 - - * 默认值：true - -* **qos** - - * 描述：服务质量 - - * 0：AT_MOST_ONCE，至多一次； - - * 1：AT_LEAST_ONCE，至少一次； - - * 2：EXACTLY_ONCE，精准一次； - - * 必选：否 - - * 默认值：2 - -* **codec** - - * 描述：编码解码器类型，支持 json、plain - - * 必选：否 - - * 默认值：plain diff --git a/docs/emqxwriter.md b/docs/emqxwriter.md deleted file mode 100644 index efc33402a5..0000000000 --- a/docs/emqxwriter.md +++ /dev/null @@ -1,107 +0,0 @@ -# Emqx写入插件（emqxwriter） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - - }, - "writer": { - "writer" : { - "parameter" : { - "broker" : "tcp://impala2:1883", - "topic" : "mqtt/test", - "username" : "root", - "password" : "abc123", - "isCleanSession": true, - "qos": 2 - }, - "name" : "emqxwriter" - } - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，eqmxwriter。 - - * 必选：是 - - * 默认值：无 - -* **broker** - - * 描述：连接URL信息。 - - * 必选：是 - - * 默认值：无 - -* **topic** - - * 描述：订阅主题 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：认证用户名 - - * 必选：否 - - * 默认值：无 - -* **password** - - * 描述：认证密码 - - * 必选：否 - - * 默认值：无 - -* **isCleanSession** - - * 描述：是否清除session - - * false：MQTT服务器保存于客户端会话的的主题与确认位置 - - * true：MQTT服务器不保存于客户端会话的的主题与确认位置 - - * 必选：否 - - * 默认值：true - -* **qos** - - * 描述：服务质量 - - * 0：AT_MOST_ONCE，至多一次； - - * 1：AT_LEAST_ONCE，至少一次； - - * 2：EXACTLY_ONCE，精准一次； - - * 必选：否 - - * 默认值：2 diff --git a/docs/esreader.md b/docs/esreader.md deleted file mode 100644 index 32c296e8fb..0000000000 --- a/docs/esreader.md +++ /dev/null @@ -1,116 +0,0 @@ -# Elasticsearch读取插件（esreader） - -## 1. 配置样例 - -``` -{ - "job": { - "setting": {}, - "content": [{ - "reader": { - "name": "esreader", - "parameter": { - "address": "host1:9200,host2:9200", - "query": { - "match": { - "match_all": {} - } - }, - "username": "dtstack", - "password": "abc123", - "index": "indexTest", - "type": "type1", - "batchSize": 0, - "timeout": 10, - "column": [{ - "name": "xx.yy.zz", - "type": "string", - "value": "value" - }] - } - }, - "writer": {} - }] - } -} -``` - -## 2. 参数说明 - -* **address** - - * 描述：Elasticsearch地址，单个节点地址采用host:port形式，多个节点的地址用逗号连接 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：Elasticsearch认证用户名 - - * 必选：否 - - * 默认值：无 - -* **password** - - * 描述：Elasticsearch认证密码 - - * 必选：否 - - * 默认值：无 - -* **query** - - * 描述：Elasticsearch查询表达式，[查询表达式](https://www.elastic.co/guide/cn/elasticsearch/guide/current/query-dsl-intro.html) - - * 必选：否 - - * 默认值：无，默认为全查询 - -* **batchSize** - - * 描述：每次读取数据条数 - - * 必选：否 - - * 默认值：10 - -* **timeout** - - * 描述：连接超时时间 - - * 必选：否 - - * 默认值：无 - -* **index** - - * 描述：要查询的索引名称 - - * 必选：否 - - * 默认值：无 - -* **type** - - * 描述：要查询的类型 - - * 必选：否 - - * 默认值：无 - -* **column** - - * 描述：读取elasticsearch的查询结果的若干个列，每列形式如下 - - * name：字段名称，可使用多级格式查找 - - * type：字段类型，当name没有指定时，则返回常量列，值为value指定 - - * value：常量列的值 - - * 必选：是 - - * 默认值：无 diff --git a/docs/eswriter.md b/docs/eswriter.md deleted file mode 100644 index f71582dff3..0000000000 --- a/docs/eswriter.md +++ /dev/null @@ -1,139 +0,0 @@ -# Elasticsearch写入插件（eswriter） - -## 1. 配置样例 - -``` -{ - "job": { - "setting": {}, - "content": [{ - "reader": {}, - "writer": { - "name": "eswriter", - "parameter": { - "address": "host1:9200,host2:9200", - "username": "dtstack", - "password": "abc123", - "index": "indexTest", - "type": "type1", - "bulkAction": 100, - "timeout": 100, - "idColumn": [{ - "index": 0, - "type": "int" - }], - "column": [{ - "name": "col1", - "type": "string" - }] - } - } - }] - } -} -``` - -## 2. 参数说明 - -* **address** - - * 描述：Elasticsearch地址，单个节点地址采用host:port形式，多个节点的地址用逗号连接 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：Elasticsearch认证用户名 - - * 必选：否 - - * 默认值：无 - -* **password** - - * 描述：Elasticsearch认证密码 - - * 必选：否 - - * 默认值：无 - -* **index** - - * 描述：Elasticsearch 索引值 - - * 必选：是 - - * 默认值：无 - -* **type** - - * 描述：Elasticsearch 索引类型 - - * 必选：是 - - * 默认值：无 - -* **column** - - * 描述：写入elasticsearch的若干个列，每列形式如下 - - ``` - { - "name": "列名", - "type": "列类型" - } - ``` - - * 必选：是 - - * 默认值：无 - -* **idColumns** - - * 描述：用于构造文档id的若干个列，每列形式如下 - - * 普通列 - - ``` - { - "index": 0, // 前面column属性中列的序号，从0开始 - "type": "string" 列的类型，默认为string - } - ``` - - * 常数列 - - ``` - { - "value": "ffff", // 常数值 - "type": "string" // 常数列的类型，默认为string - } - ``` - - * 必选：否 - - * 注意： - - * 如果不指定idColumns属性，则会随机产生文档id - - * 如果指定的字段值存在重复或者指定了常数，按照es的逻辑，同样值的doc只会保留一份 - - * 默认值：无 - -* **bulkAction** - - * 描述：批量写入的记录条数 - - * 必选：是 - - * 默认值：100 - -* **timeout** - - * 描述：连接超时时间，如果bulkAction指定的数值过大，写入数据可能会超时，这时可以配置超时时间 - - * 必选：否 - - * 默认值：无 diff --git a/docs/ftpreader.md b/docs/ftpreader.md deleted file mode 100644 index ba7b5ee95a..0000000000 --- a/docs/ftpreader.md +++ /dev/null @@ -1,148 +0,0 @@ -# FTP读取插件（ftpreader） - -## 1. 配置样例 - -``` -{ - "job": { - "setting": {}, - "content": [{ - "reader": { - "name": "ftpreader", - "parameter": { - "protocol": "sftp", - "host": "127.0.0.1", - "port": 22, - "username": "username", - "password": "password", - "column": [{ - "index": 0, - "type": "", - "value": "value" - }], - "path": "/upload", - "encoding": "UTF-8", - "fieldDelimiter": ",", - "isFirstLineHeader": true - } - }, - "writer": {} - }] - } -} -``` - -## 2. 参数说明 - -* **protocol** - - * 描述：ftp服务器协议，目前支持传输协议有ftp和sftp。 - - * 必选：是 - - * 默认值：无 - -* **host** - - * 描述：ftp服务器地址。 - - * 必选：是 - - * 默认值：无 - -* **port** - - * 描述：ftp服务器端口。 - - * 必选：否 - - * 默认值：若传输协议是sftp协议，默认值是22；若传输协议是标准ftp协议，默认值是21 - -* **connectPattern** - - * 描述：连接模式（主动模式或者被动模式）。该参数只在传输协议是标准ftp协议时使用，值只能为：PORT (主动)，PASV（被动）。两种模式主要的不同是数据连接建立的不同。对于Port模式，是客户端在本地打开一个端口等服务器去连接建立数据连接，而Pasv模式就是服务器打开一个端口等待客户端去建立一个数据连接。 - - * 必选：否 - - * 默认值：PASV - -* **username** - - * 描述：ftp服务器访问用户名。 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述：ftp服务器访问密码。 - - * 必选：是 - - * 默认值：无 - -* **path** - - * 描述：远程FTP文件系统的路径信息，注意这里可以支持填写多个路径。 - - * 必选：是 - - * 默认值：/ - -* **column** - - * 描述：需要读取的字段。 - - * 格式：支持2中格式 - - 1.读取全部字段，如果字段数量很多，可以使用下面的写法： - - ``` - "column":["*"] - ``` - - 2.指定具体信息： - - ``` - "column": [{ - "index": 0, - "type": "datetime", - "format": "yyyy-MM-dd hh:mm:ss", - "value": "value" - }] - ``` - - * 属性说明: - - * index：字段索引 - - * type：字段类型，ftp读取的为文本文件，本质上都是字符串类型，这里可以指定要转成的类型 - - * format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - * value：如果没有指定index，则会把value的值作为常量列返回，如果指定了index，当读取的字段的值为null时，会以此value值作为默认值返回 - - * 必选：是 - - * 默认值：无 - -* **fieldDelimiter** - - * 描述：读取的字段分隔符 - - * 必选：是 - - * 默认值：, - -* **encoding** - - * 描述：读取文件的编码配置。 - * 必选：否 - * 默认值：utf-8 - -* **isFirstLineHeader** - - * 描述：首行是否为标题行，如果是则不读取第一行。 - * 必选：否 - * 默认值：false diff --git a/docs/ftpwriter.md b/docs/ftpwriter.md deleted file mode 100644 index e4da51b536..0000000000 --- a/docs/ftpwriter.md +++ /dev/null @@ -1,111 +0,0 @@ -# FTP写入插件（ftpwriter） - -## 1. 配置样例 - -``` -{ - "job": { - "setting": {}, - "content": [{ - "reader": {}, - "writer": { - "name": "ftpwriter", - "parameter": { - "protocol": "sftp", - "host": "127.0.0.1", - "port": 22, - "username": "username", - "password": "password", - "writeMode": "overwrite", - "path": "/sftp", - "fieldDelimiter": ",", - "connectPattern": "PASV", - "column": [{ - "type": "string" - }] - } - } - }] - } -} -``` - -## 2. 参数说明 - -* **protocol** - - * 描述：ftp服务器协议，目前支持传输协议有ftp和sftp。 - - * 必选：是 - - * 默认值：无 - -* **host** - - * 描述：ftp服务器地址。 - - * 必选：是 - - * 默认值：无 - -* **port** - - * 描述：ftp服务器端口。 - - * 必选：否 - - * 默认值：若传输协议是sftp协议，默认值是22；若传输协议是标准ftp协议，默认值是21 - -* **username** - - * 描述：ftp服务器访问用户名。 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述：ftp服务器访问密码。 - - * 必选：是 - - * 默认值：无 - -* **connectPattern** - - * 描述：连接模式（主动模式或者被动模式）。该参数只在传输协议是标准ftp协议时使用，值只能为：PORT (主动)，PASV（被动）。两种模式主要的不同是数据连接建立的不同。对于Port模式，是客户端在本地打开一个端口等服务器去连接建立数据连接，而Pasv模式就是服务器打开一个端口等待客户端去建立一个数据连接。 - - * 必选：否 - - * 默认值：PASV - -* **path** - - * 描述：FTP文件系统的路径信息，FtpWriter会写入Path目录下属多个文件。 - - * 必选：是 - - * 默认值：无 - -* **writeMode** - - * 描述：FtpWriter写入前数据清理处理模式： - * overwrite，覆盖 - * append，追加 - * 必选：是 - * 默认值：无 - -* **fieldDelimiter** - - * 描述：写入的字段分隔符 - - * 必选：否 - - * 默认值：, - -* **encoding** - - * 描述：读取文件的编码配置。 - * 必选：否 - * 默认值：utf-8 diff --git a/docs/generalconfig.md b/docs/generalconfig.md new file mode 100644 index 0000000000..5b69242bfc --- /dev/null +++ b/docs/generalconfig.md @@ -0,0 +1,200 @@ +# 插件通用配置 + + +## 配置文件 +一个完整的Flinkx任务脚本配置包含 content， setting两个部分。content用于配置任务的输入源与输出源，其中包含reader，writer。而setting则配置任务整体的环境设定，其中包含restore，speed，errorLimit，dirty，log。具体如下所示： +```json +{ + "job" : { + "content" :[{ + "reader" : { + ...... + }, + "writer" : { + ...... + } + }], + "setting" : { + "restore" : { + ...... + }, + "speed" : { + ...... + }, + "errorLimit" : { + ...... + }, + "dirty" : { + ...... + }, + "log" : { + ...... + } + } + } +} +``` + + +| 名称 | | 说明 | 是否必填 | +| --- | --- | --- | --- | +| content | reader | reader插件详细配置 | 是 | +| | writer | writer插件详细配置 | 是 | +| setting | restore | 任务类型及断点续传配置 | 否 | +| | speed | 速率限制 | 否 | +| | errorLimit | 出错控制 | 否 | +| | dirty | 脏数据保存 | 否 | +| | log | 日志记录配置 | 否 | + + +## content配置 + +### reader +reader用于配置数据的输入源，即数据从何而来。具体配置如下所示： + +```json +"reader" : { + "name" : "xxreader", + "parameter" : { + ...... + } +} +``` + +| 名称 | 说明 | 是否必填 | +| --- | --- | --- | +| name | reader插件名称，具体名称参考各数据源配置文档 | 是 | +| parameter | 数据源配置参数，具体配置参考各数据源配置文档 | 是 | + + + +### writer +writer用于配置数据的输出源，即数据写往何处。具体配置如下所示： + +```json +"writer" : { + "name" : "xxwriter", + "parameter" : { + ...... + } +} +``` +| 名称 | 说明 | 是否必填 | +| --- | --- | --- | +| name | writer插件名称，具体名称参考各数据源配置文档 | 是 | +| parameter | 数据源配置参数，具体配置参考各数据源配置文档 | 是 | + + + + +## setting配置 + +### restore +restore用于配置同步任务类型（离线同步、实时采集）和断点续传功能。具体配置如下所示： + +```json +"restore" : { + "isStream" : false, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0, + "maxRowNumForCheckpoint" : 10000 +} +``` +| 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | +| --- | --- | --- | --- | --- | +| isStream | 是否为实时采集任务 | 否 | false | Boolean | +| isRestore | 是否开启断点续传 | 否 | false | Boolean | +| restoreColumnName | 断点续传字段名称 | 开启断点续传后必填 | 无 | String | +| restoreColumnIndex | 断点续传字段索引ID | 开启断点续传后必填 | -1 | int | +| maxRowNumForCheckpoint | 触发checkpoint数据条数 | 否 | 10000 | int | + + + +### speed +speed用于配置任务并发数及速率限制。具体配置如下所示： + +```json +"speed" : { + "channel": 1, + "bytes": 0 +} +``` +| 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | +| --- | --- | --- | --- | --- | +| channel | 任务并发数 | 否 | 1 | int | +| bytes | bytes >0则表示开启任务限速 | 否 | Long.MAX_VALUE | Long | + + + +### errorLimit +errorLimit用于配置任务运行时数据读取写入的出错控制。具体配置如下所示： + +```json +"errorLimit" : { + "record": 100, + "percentage": 10.0 +} +``` +| 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | +| --- | --- | --- | --- | --- | +| record | 错误阈值，当错误记录数超过此阈值时任务失败 | 否 | 0 | int | +| percentage | 错误比例阈值，当错误记录比例超过此阈值时任务失败 | 否 | 0.0 | Double | + + + +### dirty +dirty用于配置脏数据的保存，通常与上文出错控制联合使用。具体配置如下所示： + +```json +"dirty" : { + "path" : "xxx", + "hadoopConfig" : { + ...... + } + } +``` +| 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | +| --- | --- | --- | --- | --- | +| path | 脏数据保存路径 | 是 | 无 | Sring | +| hadoopConfig | Hadoop相关配置 | 是 | 无 | K-V键值对 | + + +参考模板如下： + +```json +"dirty" : { + "path" : "/user/hive/warehouse/xx.db/xx", + "hadoopConfig" : { + "fs.default.name": "hdfs://0.0.0.0:9000", + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn1" : "0.0.0.0:9000", + "dfs.namenode.rpc-address.ns1.nn2" : "0.0.0.1:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.nameservices" : "ns1" + } + } +``` + + +### log +log用于配置Flinkx中定义的插件日志的保存与记录。具体配置如下所示： + +```json +"log" : { + "isLogger": false, + "level" : "info", + "path" : "/tmp/dtstack/flinkx/", + "pattern":"" +} + +``` +| 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | +| --- | --- | --- | --- | --- | +| isLogger | 是否保存日志记录 | 否 | false | Boolean | +| level | 日志级别 | 否 | info | String | +| path | 服务器上日志保存路径 | 否 | /tmp/dtstack/flinkx/ | String | +| pattern | 日志输出格式 | 否 | log4j：%d{yyyy-MM-dd HH:mm:ss.SSS} [%thread] %-5level %logger{60} %X{sourceThread} - %msg%n | String | +| | | | logback : %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n | | + + diff --git a/docs/hbasereader.md b/docs/hbasereader.md deleted file mode 100644 index cdf1c68a04..0000000000 --- a/docs/hbasereader.md +++ /dev/null @@ -1,108 +0,0 @@ -# HBase读取插件（hbasereader） - -## 1. 配置样例 - -```json -{ - "job": { - "setting": {}, - "content": [{ - "reader": { - "name": "hbasereader", - "parameter": { - "hbaseConfig": { - "hbase.zookeeper.property.clientPort": "2181", - "hbase.rootdir": "hdfs://ns1/hbase", - "hbase.cluster.distributed": "true", - "hbase.zookeeper.quorum": "host1,host2,host3", - "zookeeper.znode.parent": "/hbase", - "hbase.security.authentication":"Kerberos", - "hbase.security.authorization":true, - "hbase.master.kerberos.principal":"hbase/node1@TEST.COM", - "hbase.master.keytab.file":"hbase.keytab", - "hbase.regionserver.keytab.file":"hbase.keytab", - "hbase.regionserver.kerberos.principal":"hbase/node1@TEST.COM" - }, - "table": "tableTest", - "encodig": "utf-8", - "column": [{ - "name": "rowkey", - "type": "string" - }, - { - "name": "cf1:id", - "type": "string" - } - ], - "range": { - "startRowkey": "", - "endRowkey": "", - "isBinaryRowkey": true - } - } - }, - "writer": {} - }] - } -} -``` - -## 2. 参数说明 - -* **hbaseConfig** - - * 描述：hbase的连接配置，以json的形式组织 (见hbase-site.xml)，开启kerberos的话参考文档[数据源开启Kerberos](kerberos.md) - - * 必选：是 - - * 默认值：无 - -* **encoding** - - * 描述：字符编码 - - * 必选：无 - - * 默认值：utf-8 - -* **table** - - * 描述：hbase表名 - - * 必选：是 - - * 默认值：无 - -* **range** - - * 描述：指定hbasereader读取的rowkey范围。 - - * startRowkey：指定开始rowkey； - - * endRowkey指定结束rowkey； - - * isBinaryRowkey：指定配置的startRowkey和endRowkey转换为byte[]时的方式，默认值为false,若为true，则调用Bytes.toBytesBinary(rowkey)方法进行转换;若为false：则调用Bytes.toBytes(rowkey)，配置格式如下： - - ``` - "range": { - "startRowkey": "aaa", - "endRowkey": "ccc", - "isBinaryRowkey":false - } - ``` - - * 必选：否 - - * 默认值：无 - -* **column** - - * 描述：要读取的hbase字段，normal 模式与multiVersionFixedColumn 模式下必填项。 - - * name：指定读取的hbase列，除了rowkey外，必须为 列族:列名 的格式； - - * type：指定源数据的类型，format指定日期类型的格式，value指定当前类型为常量，不从hbase读取数据，而是根据value值自动生成对应的列。 - - * 必选：是 - - * 默认值：无 diff --git a/docs/hbasewriter.md b/docs/hbasewriter.md deleted file mode 100644 index 52a6948578..0000000000 --- a/docs/hbasewriter.md +++ /dev/null @@ -1,176 +0,0 @@ -# HBase写入插件（hbasewriter） - -## 1. 配置样例 - -```json -{ - "job": { - "setting": { - "speed": {}, - "content": [{ - "reader": {}, - "writer": { - "name": "hbasewriter", - "parameter": { - "hbaseConfig": { - "hbase.zookeeper.property.clientPort": "2181", - "hbase.rootdir": "hdfs://ns1/hbase", - "hbase.cluster.distributed": "true", - "hbase.zookeeper.quorum": "host1,host2,host3", - "zookeeper.znode.parent": "/hbase", - "hbase.security.authentication":"Kerberos", - "hbase.security.authorization":true, - "hbase.master.kerberos.principal":"hbase/node1@TEST.COM", - "hbase.master.keytab.file":"hbase.keytab", - "hbase.regionserver.keytab.file":"hbase.keytab", - "hbase.regionserver.kerberos.principal":"hbase/node1@TEST.COM" - }, - "table": "tableTest", - "rowkeyColumn": [{ - "index": 0, - "type": "string" - }, - { - "value": "_postfix", - "type": "string" - } - ], - "column": [{ - "name": "cf1:id", - "type": "string" - }, - { - "name": "cf1:vv", - "type": "string" - } - ] - } - } - }] - } - } -} -``` - -## 2. 参数说明 - -* **hbaseConfig** - - * 描述：hbase的连接配置，以json的形式组织 (见hbase-site.xml)，开启kerberos的话参考文档[数据源开启Kerberos](kerberos.md) - - * 必选：是 - - * 默认值：无 - -* **table** - - * 描述：hbase表名 - - * 必选：是 - - * 默认值：无 - -* **column** - - * 描述：写入hbase表的若干个列，hbase表的每一列由列簇和列名组成，用":"连接 - - ``` - { - "name": "cf1:id", // 列簇:列名 - "type": "string" // 列类型 - } - ``` - - * 必选：是 - - * 默认值：无 - -* **rowkeyColumn** - - * 描述：用于构造rowkey的描述信息，支持两种格式，每列形式如下 - - * 字符串格式 - - 字符串格式为：$(cf:col)，可以多个字段组合：\$(cf:col1)_$(cf:col2)， - - 可以使用md5函数：md5($(cf:col)) - - * 数组格式 - - * 普通列 - - ``` - { - "index": 0, // 该列在column属性中的序号，从0开始 - "type": "string" 列的类型，默认为string - } - ``` - - * 常数列 - - ``` - { - "value": "ffff", // 常数值 - "type": "string" // 常数列的类型，默认为string - } - ``` - - * 必选：否 - - 如果不指定idColumns属性，则会随机产生文档id - - * 默认值：无 - -* **versionColumn** - - * 描述：指定写入hbase的时间戳。支持：当前时间、指定时间列，指定时间，三者选一。若不配置表示用当前时间。index：指定对应reader端column的索引，从0开始，需保证能转换为long,若是Date类型，会尝试用yyyy-MM-dd HH:mm:ss和yyyy-MM-dd HH:mm:ss SSS去解析；若不指定index；value：指定时间的值,类型为字符串。配置格式如下： - - ``` - "versionColumn":{ - "index":1 - } - ``` - - 或者 - - ``` - "versionColumn":{ - "value":"123456789" - } - ``` - -* **encoding** - - * 描述：字符编码 - - * 必选：无 - - * 默认值：utf-8 - -* **nullMode** - - * 描述：读取的null值时，如何处理。支持两种方式： - - * （1）skip：表示不向hbase写这列； - - * （2）empty：写入HConstants.EMPTY_BYTE_ARRAY，即new byte [0] - - * 必选：否 - - * 默认值：skip - -* **writeBufferSize** - - * 描述：设置HBae client的写buffer大小，单位字节。配合autoflush使用。autoflush，开启（true）表示Hbase client在写的时候有一条put就执行一次更新；关闭（false），表示Hbase client在写的时候只有当put填满客户端写缓存时，才实际向HBase服务端发起写请求 - - * 必选：否 - - * 默认值：8M - -* **walFlag** - - * 描述：在HBae client向集群中的RegionServer提交数据时（Put/Delete操作），首先会先写WAL（Write Ahead Log）日志（即HLog，一个RegionServer上的所有Region共享一个HLog），只有当WAL日志写成功后，再接着写MemStore，然后客户端被通知提交数据成功；如果写WAL日志失败，客户端则被通知提交失败。关闭（false）放弃写WAL日志，从而提高数据写入的性能。 - - * 必选：否 - - * 默认值：false diff --git a/docs/hdfsreader.md b/docs/hdfsreader.md deleted file mode 100644 index 3ad7e03d0d..0000000000 --- a/docs/hdfsreader.md +++ /dev/null @@ -1,144 +0,0 @@ -# HDFS读取插件（hdfsreader） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [{ - "reader": { - "parameter": { - "path": "hdfs://ns1/user/hive/warehouse/wujing_test.db/test", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.nameservices": "ns1" - }, - "defaultFS": "hdfs://ns1", - "column": [{ - "name": "col1", - "index": 0, - "type": "string", - "value": "", - "format": "" - }], - "fieldDelimiter": "", - "encoding": "utf-8", - "fileType": "orc" - }, - "name": "hdfsreader" - }, - "writer": {} - }], - "setting": {} - } -} -``` - -## 2. 参数说明 - -* **path** - - * 描述：要读取的文件路径，多个路径可以用逗号隔开，开启kerberos的话参考文档[数据源开启Kerberos](kerberos.md)。 - - * 必选：是
- - * 默认值：无
- -* **defaultFS** - - * 描述：Hadoop hdfs文件系统namenode节点地址。
- - * 必选：是
- - * 默认值：无
- -* **fileType** - - * 描述：文件的类型，目前只支持用户配置为"text"、"orc"、“parquet” - - * text：textfile文件格式 - - * orc：orcfile文件格式 - - * parquet：parquet文件格式 - - * 必选：是
- - * 默认值：无
- -* **column** - - * 描述：需要读取的字段。 - - * 格式：支持3中格式 - - 1.读取全部字段，如果字段数量很多，可以使用下面的写法： - - ``` - "column":[*] - ``` - - 2.只指定字段名称： - - ``` - "column":["id","name"] - ``` - - 3.指定具体信息： - - ``` - "column": [{ - "name": "col", - "type": "datetime", - "format": "yyyy-MM-dd hh:mm:ss", - "value": "value" - }] - ``` - - * 属性说明: - - * name：字段名称 - - * index：字段索引，当读取text格式的文件时指定此属性 - - * type：字段类型，可以和数据文件里的字段类型不一样，程序会做一次类型转换 - - * format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - * value：如果数据文件里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - -* **fieldDelimiter** - - * 描述：读取的字段分隔符
- - * 注意：在读取text格式文件时需要指定此参数 - - * 必选：否
- - * 默认值：“\001”
- -* **encoding** - - * 描述：读取文件的编码配置。 - * 必选：否 - * 默认值：utf-8 - -* **hadoopConfig** - - * 描述：hadoopConfig里可以配置与Hadoop相关的一些高级参数，比如HA的配置。
- - ``` - "dfs.nameservices": "testDfs", - "dfs.ha.namenodes.testDfs": "namenode1,namenode2", - "dfs.namenode.rpc-address.aliDfs.namenode1": "", - "dfs.namenode.rpc-address.aliDfs.namenode2": "", - "dfs.client.failover.proxy.provider.testDfs": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider" - } - ``` - - * 必选：否
- - * 默认值：无 diff --git a/docs/hdfswriter.md b/docs/hdfswriter.md deleted file mode 100644 index 0c2a81aae3..0000000000 --- a/docs/hdfswriter.md +++ /dev/null @@ -1,132 +0,0 @@ -# HDFS写入插件（hdfswriter） - -## 1. 配置样例 - -``` -{ - "job": { - "setting": {}, - "content": [{ - "reader": {}, - "writer": { - "name": "hdfswriter", - "parameter": { - "hadoopConfig": { - "dfs.nameservices": "ns1", - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider" - }, - "defaultFS": "hdfs://ns1", - "fileType": "text", - "fileName": "hello", - "column": [{ - "name": "col1", - "index": 0, - "type": "STRING" - }], - "rowGroupSize": 134217728, - "compress": "SNAPPY", - "path": "/test", - "writeMode": "append", - "fieldDelimiter": "\\001", - "maxFileSize":1073741824‬ - } - } - }] - } -} -``` - -## 2. 参数说明 - -* **defaultFS** - - * 描述：Hadoop hdfs文件系统namenode节点地址。格式：hdfs://ip:端口；例如：hdfs://127.0.0.1:9 - - * 必选：是
- - * 默认值：无
- -* **fileType** - - * 描述：文件的类型，目前只支持用户配置为"text"、"orc"、“parquet” - - * text：textfile文件格式 - - * orc：orcfile文件格式 - - * parquet：parquet文件格式 - - * 必选：是
- - * 默认值：无
- -* **path** - - * 描述：存储到Hadoop hdfs文件系统的路径信息，HdfsWriter会根据并发配置在Path目录下写入多个文件。 - - * 必选：是
- - * 默认值：无
- -* **rowGroupSize** - - * 描述：写入parquet格式文件时指定，表示一个group的大小，如果字段数量很多，并且任务可使用内存有限，使用默认值可能会导致内存溢出，可以通过降低此参数的值来避免内存溢出，如果值很小，则会生产很多小的group，此时通过hive或者spark处理的话会降低效率，因此这个参数的调整要结合具体使用场景。 - - * 必选：否 - - * 默认值：134217728 - -* **column** - - * 描述：写入数据的字段。 - - * name：指定字段名 - - * type：指定字段类型。 - - * 必选：是
- - * 默认值：无
- -* **writeMode** - - * 描述：hdfswriter写入前数据清理处理模式：
- * append，追加 - - * overwrite，覆盖 - * 注意：overwrite模式时会删除写入路径下的所有文件 - * 必选：否 - * 默认值：overwrite - -* **fieldDelimiter** - - * 描述：hdfswriter写入时的字段分隔符,**需要用户保证与创建的Hive表的字段分隔符一致，否则无法在Hive表中查到数据**
- - * 必选：是
- - * 默认值：\\001
- -* **compress** - - * 描述：hdfs文件压缩类型，默认不填写意味着没有压缩。其中：text类型文件支持压缩类型有gzip、bzip2;orc类型文件支持的压缩类型有NONE、SNAPPY（需要用户安装SnappyCodec）。
- - * 必选：否
- - * 默认值：无压缩
- -* **encoding** - - * 描述：写文件的编码配置。
- * 必选：否 - * 默认值：utf-8 - -* **maxFileSize** - - * 描述：hdfs文件最大大小，单位字节 - - * 必须：否 - - * 默认值：1073741824‬（1G） diff --git a/docs/hivewriter.md b/docs/hivewriter.md deleted file mode 100644 index 9d381ec564..0000000000 --- a/docs/hivewriter.md +++ /dev/null @@ -1,107 +0,0 @@ -# Hive写入插件（hivewriter） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - - }, - "writer": { - "parameter": { - "hadoopConfig": { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "fs.defaultFS" : "hdfs://ns1", - "dfs.namenode.rpc-address.ns1.nn2" : "node002:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "node001:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" - }, - - "fieldDelimiter": "\u0001", - "encoding": "utf-8", - "fileType": "orc", - - "partitionType" : "MINUTE", - "partition" : "pt", - - "writeMode" : "append", - - "analyticalRules" : "stream_${schema}_${table}_flinkxtest", - "password" : "", - "tablesColumn" : "{\"date_test\":[{\"type\":\"INT\",\"key\":\"before_id\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_id\"},{\"type\":\"DATETIME\",\"key\":\"before_datetime1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"DATETIME\",\"key\":\"after_datetime1\"},{\"type\":\"TIMESTAMP\",\"key\":\"before_timestamp\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"TIMESTAMP\",\"key\":\"after_timestamp\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"type\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"schema\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"table\"},{\"comment\":\"\",\"type\":\"bigint\",\"key\":\"ts\"}]}", - "jdbcUrl" : "jdbc:hive2://node001:10000/data_map", - - "charsetName" : "utf-8", - "username" : "" - }, - "name": "hivewriter" - } - } - ] - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名称hivewriter，hivewriter一般结合mysql binlog插件使用，hive插件底层使用的是hdfswriter插件的共，所以需要填写hdfswriter插件需要的参数。hivewriter插件支持同时写入多张表的多个分区，以及自动创建hive表。开启kerberos的话参考文档[数据源开启Kerberos](kerberos.md)。 - - * 必选：是 - - * 默认值：无 - -* **partitionType** - - * 描述：分区类型，包括 DAY、HOUR、MINUTE三种 - - * DAY：天分区 - - * HOUR：小时分区 - - * MINUTE：分钟分区 - - * 必选：是 - - * 默认值：无 - -* **analyticalRules** - - * 描述：表名映射规则。以“stream_\${schema}_\${table}_flinkxtest”为列，创建表时会将规则中的schema和table替换 - - * 必选：否 - - * 默认值：无 - -* **tablesColumn** - - * 描述：写入hive表的表结构信息，示例： - - ```json - { - "date_test": [ //表名 - - { - "type": "INT", - "key": "before_id", - "comment": "" - }, - { - "comment": "", - "type": "INT", - "key": "after_id" - } - ] - } - ``` - - * 必选：是 - - * 默认值：无 diff --git a/docs/kafkareader.md b/docs/kafkareader.md deleted file mode 100644 index 7ff68ddf48..0000000000 --- a/docs/kafkareader.md +++ /dev/null @@ -1,82 +0,0 @@ -# Kafka读取插件（**reader） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "topic" : "yxabc", - "codec" : "plain", - "encoding" : "utf-8", - "consumerSettings" : { - "zookeeper.connect" : "127.0.0.1:2181/kafka", - "group.id" : "default", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "smallest" - } - }, - "name": "kafka09reader" - }, - "writer": { - - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，目前支持版本0.9、0.10、0.11、1.0，名称分别为 kafka09writer、kafka10writer、kafka11writer、kafkawriter。 - - * 必选：是 - - * 默认值：无 - -* **topic** - - * 描述：要消费的topic。 - - * 必选：是 - - * 默认值：无 - -* **encoding** - - * 描述：编码 - - * 必选：否 - - * 默认值：utf-8 - -* **codec** - - * 描述：编码解码器类型，支持 json、plain - - * 必选：否 - - * 默认值：plain - -* **consumerSettings** - - * 描述：kafka连接配置 - - * 必选：是 - - * 默认值：无 diff --git a/docs/kafkawriter.md b/docs/kafkawriter.md deleted file mode 100644 index f4b7d2661a..0000000000 --- a/docs/kafkawriter.md +++ /dev/null @@ -1,94 +0,0 @@ -# Kafka写入插件（**writer） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - - }, - "writer": { - "parameter": { - "timezone" : "", - - "encoding" : "utf-8", - - "producerSettings" : { - - "zookeeper.connect" : "127.0.0.1:2181/kafka" - - }, - "topic" : "mufeng_est", - - "brokerList" : "172.16.8.107:9092" - - }, - "name": "kafka09writer" - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，目前支持版本0.9、0.10、0.11、1.0，名称分别为 kafka09writer、kafka10writer、kafka11writer、kafkawriter。 - - * 必选：是 - - * 默认值：无 - -* **topic** - - * 描述：topic。 - - * 必选：是 - - * 默认值：无 - -* **encoding** - - * 描述：编码 - - * 必选：否 - - * 默认值：utf-8 - -* **brokerList** - - * 描述：kafka broker地址列表 - - * 必选：是 - - * 默认值：无 - -* **timezone** - - * 描述：时区 - - * 必选：是 - - * 默认值：无 - -* **producerSettings** - - * 描述：kafka连接配置 - - * 必选：是 - - * 默认值：无 diff --git a/docs/kudureader.md b/docs/kudureader.md deleted file mode 100644 index 6de48bcd1c..0000000000 --- a/docs/kudureader.md +++ /dev/null @@ -1,183 +0,0 @@ -# Kudu读取插件（kudureader） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [ - { - "reader": { - "name": "kudureader", - "parameter": { - "column": [ - { - "name": "id", - "type": "long" - } - ], - "masterAddresses": "kudu1:7051,kudu2:7051,kudu3:7051", - "table": "kudu", - "readMode": "read_latest", - "authentication": "", - "principal": "", - "keytabFile": "", - "workerCount": 2, - "bossCount": 1, - "operationTimeout": 30000, - "adminOperationTimeout": 30000, - "queryTimeout": 30000, - "where": " id >= 1 ", - "batchSizeBytes": 1048576 - } - }, - "writer": {} - } - ], - "setting": {} - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，kudureader。 - - * 必选：是 - - * 默认值：无 - -* **column** - - * 描述：需要生成的字段。 - - * 属性说明: - - * name：字段名称； - - * type：字段类型； - - * 必选：是 - - * 默认值：无 - -* **masterAddresses** - - * 描述： master节点地址:端口，多个以,隔开。 - - * 必选：是 - - * 默认值：无 - -* **table** - - * 描述： kudu表名。 - - * 必选：是 - - * 默认值：无 - -* **readMode** - - * 描述： kudu读取模式： - - * 1、read_latest - 默认的读取模式。 - 该模式下，服务器将始终在收到请求时返回已提交的写操作。 - 这种类型的读取不会返回快照时间戳，并且不可重复。 - 用ACID术语表示，它对应于隔离模式：“读已提交”。 - - * 2、read_at_snapshot - 该模式下，服务器将尝试在提供的时间戳上执行读取。 - 如果未提供时间戳，则服务器将当前时间作为快照时间戳。 - 在这种模式下，读取是可重复的，即将来所有在相同时间戳记下的读取将产生相同的数据。 - 执行此操作的代价是等待时间戳小于快照的时间戳的正在进行的正在进行的事务，因此可能会导致延迟损失。用ACID术语，这本身就相当于隔离模式“可重复读取”。 - 如果对已扫描tablet的所有写入均在外部保持一致，则这对应于隔离模式“严格可序列化”。 - 注意：当前存在“空洞”，在罕见的边缘条件下会发生，通过这种空洞有时即使在采取措施使写入如此时，它们在外部也不一致。 - 在这些情况下，隔离可能会退化为“读取已提交”模式。 - - * 必选：是 - - * 默认值：无 - -* **authentication** - - * 描述： 认证方式，如:Kerberos。 - - * 必选：否 - - * 默认值：无 - -* **principal** - - * 描述： 用户名。 - - * 必选：否 - - * 默认值：无 - -* **keytabFile** - - * 描述： keytab文件路径。 - - * 必选：否 - - * 默认值：无 - -* **workerCount** - - * 描述： worker线程数。 - - * 必选：否 - - * 默认值：默认为cpu*2 - -* **bossCount** - - * 描述： boss线程数。 - - * 必选：否 - - * 默认值：1 - -* **operationTimeout** - - * 描述： 普通操作超时时间。 - - * 必选：否 - - * 默认值：30000 - -* **adminOperationTimeout** - - * 描述： 管理员操作(建表，删表)超时时间。 - - * 必选：否 - - * 默认值：30000 - -* **queryTimeout** - - * 描述： 连接scan token的超时时间。 - - * 必选：否 - - * 默认值：与operationTimeout一致 - -* **where** - - * 描述： 过滤条件字符串，多个以and连接。 - - * 必选：否 - - * 默认值：无 - -* **batchSizeBytes** - - * 描述： kudu scan一次性最大读取字节数。 - - * 必选：否 - - * 默认值：1048576 diff --git a/docs/kuduwriter.md b/docs/kuduwriter.md deleted file mode 100644 index 0bbb3b0850..0000000000 --- a/docs/kuduwriter.md +++ /dev/null @@ -1,187 +0,0 @@ -# Kudu写入插件（kuduwriter） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [ - { - "writer": { - "parameter": { - "column": [ - { - "name": "id", - "type": "long" - } - ], - "masterAddresses": "kudu1:7051,kudu2:7051,kudu3:7051", - "table": "kudu", - "writeMode": "insert", - "flushMode": "manual_flush", - "batchInterval": 10000, - "authentication": "", - "principal": "", - "keytabFile": "", - "workerCount": 2, - "bossCount": 1, - "operationTimeout": 30000, - "adminOperationTimeout": 30000, - "queryTimeout": 30000, - "batchSizeBytes": 1048576 - }, - "reader": {} - } - ], - "setting": {} - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，kuduwriter。 - - * 必选：是 - - * 默认值：无 - -* **column** - - * 描述：需要生成的字段。 - - * 属性说明: - - * name：字段名称； - - * type：字段类型； - - * 必选：是 - - * 默认值：无 - -* **masterAddresses** - - * 描述： master节点地址:端口，多个以,隔开。 - - * 必选：是 - - * 默认值：无 - -* **table** - - * 描述： kudu表名。 - - * 必选：是 - - * 默认值：无 - -* **writeMode** - - * 描述： kudu数据写入模式： - - * 1、insert - - * 2、update - - * 3、upsert - - * 必选：是 - - * 默认值：无 - -* **flushMode** - - * 描述： kudu session刷新模式： - - * 1、auto_flush_sync - - * 2、auto_flush_background - - * 3、manual_flush - - * 必选：否 - - * 默认值：auto_flush_sync - -* **batchInterval** - - * 描述： 单次批量写入数据条数 - - * 必选：否 - - * 默认值：1 - -* **authentication** - - * 描述： 认证方式，如:Kerberos。 - - * 必选：否 - - * 默认值：无 - -* **principal** - - * 描述： 用户名。 - - * 必选：否 - - * 默认值：无 - -* **keytabFile** - - * 描述： keytab文件路径。 - - * 必选：否 - - * 默认值：无 - -* **workerCount** - - * 描述： worker线程数。 - - * 必选：否 - - * 默认值：默认为cpu*2 - -* **bossCount** - - * 描述： boss线程数。 - - * 必选：否 - - * 默认值：1 - -* **operationTimeout** - - * 描述： 普通操作超时时间。 - - * 必选：否 - - * 默认值：30000 - -* **adminOperationTimeout** - - * 描述： 管理员操作(建表，删表)超时时间。 - - * 必选：否 - - * 默认值：30000 - -* **queryTimeout** - - * 描述： 连接scan token的超时时间。 - - * 必选：否 - - * 默认值：与operationTimeout一致 - -* **batchSizeBytes** - - * 描述： kudu scan一次性最大读取字节数。 - - * 必选：否 - - * 默认值：1048576 diff --git a/docs/mongodb_oplog.md b/docs/mongodb_oplog.md deleted file mode 100644 index 7c8c62a410..0000000000 --- a/docs/mongodb_oplog.md +++ /dev/null @@ -1,175 +0,0 @@ -# Mongodb实时采集插件（mongodboplogreader） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [ - { - "reader": { - "name": "mongodboplogreader", - "parameter": { - "hostPorts": "127.0.0.1:30001,127.0.0.1:30002,127.0.0.1:30003", - "username": "root", - "password": "123456", - "database": "admin", - "clusterMode": "REPLICA_SET", - "authenticationMechanism": "SCRAM-SHA-256", - "monitorDatabases": ["test"], - "monitorCollections":[], - "operateType":["insert","update","delete"], - "pavingData":true, - "excludeDocId": false - } - }, - "writer": { - "name": "streamwriter", - "parameter": { - "print": true - } - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 1048576 - }, - "errorLimit": { - "record": 100 - }, - "restore" : { - "isRestore" : true, - "isStream" : true - } - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，oraclelogminerreader。 - - * 必选：是 - - * 默认值：无 - -* **hostPorts** - - * 描述：Mongodb集群地址。 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述： 用户名。 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述： 密码。 - - * 必选：是 - - * 默认值：无 - -* **authenticationMechanism** - - - 描述： 认证机制，可选：GSSAPI、PLAIN、MONGODB-X509、MONGODB-CR、SCRAM-SHA-1、SCRAM-SHA-256 - - - 必选：否 - - - 默认值：无 - -* **clusterMode** - - - 描述： 集群模式，可选：REPLICA_SET、MASTER_SLAVE - - - 必选：是 - - - 默认值：无 - -* **monitorDatabases** - - - 描述： 要监听的库 - - - 必选：否 - - - 默认值：无 - -* **monitorCollections** - - * 描述：要监听的集合 - - * 必选：否 - - * 默认值：无 - -* **operateType** - - * 描述：要监听的操作类型，可选：insert、update、delete - - * 必选：否 - - * 默认值：无 - -* **excludeDocId** - - * 描述：是否排除_id字段 - - * 必选：否 - - * 默认值：false - -* **pavingData** - - * 描述：是否将解析出的json数据拍平 - - * 示例：假设解析的表为tb1,数据库为test，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： - - ```json - { - "type":"update", - "schema":"test", - "table":"tb1", - "ts":1231232, - "ingestion":123213, - "before_id":1, - "after_id":2 - } - ``` - - pavingData为false时： - - ```json - { - "message":{ - "type":"update", - "schema":"test", - "table":"tb1", - "ts":1231232, - "ingestion":123213, - "before_id":{ - "id":1 - }, - "after_id":{ - "id":2 - } - } - } - ``` - - 其中”ts“是数据变更时间，ingestion是插件解析这条数据的纳秒时间 - - * 必选：否 - - * 默认值：false \ No newline at end of file diff --git a/docs/mongodbreader.md b/docs/mongodbreader.md deleted file mode 100644 index 72f74cac66..0000000000 --- a/docs/mongodbreader.md +++ /dev/null @@ -1,144 +0,0 @@ -# MongoDB读取插件（mongodbreader） - -## 1. 配置样例 - -```json -{ - "job":{ - "content":[{ - "reader":{ - "parameter":{ - "hostPorts":"localhost:27017", - "username": "", - "password": "", - "database":"", - "collectionName": "", - "fetchSize":100, - "column": [ - { - "name":"id", - "type":"int", - "splitter":"," - } - ], - "filter": "" - }, - "name":"mongodbreader" - }, - "writer":{} - }] - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处只能填mongodbreader，否则Flinkx将无法正常加载该插件包。 - - * 必选：是 - - * 默认值：无 - -* **hostPorts** - - * 描述：MongoDB的地址和端口，格式为 IP1:port，可填写多个地址，以英文逗号分隔。 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：数据源的用户名 - - * 必选：否 - - * 默认值：无 - -* **password** - - * 描述：数据源指定用户名的密码 - - * 必选：否 - - * 默认值：无 - -* **database** - - * 描述：数据库名称 - - * 必选：是 - - * 默认值：无 - -* **collectionName** - - * 描述：集合名称 - - * 必选：是 - - * 默认值：无 - -* **column** - - * 描述：需要读取的字段。 - - * 格式：支持3中格式 - - 1.读取全部字段，如果字段数量很多，可以使用下面的写法： - - ``` - "column":[*] - ``` - - 2.只指定字段名称： - - ``` - "column":["id","name"] - ``` - - 3.指定具体信息： - - ``` - "column": [{ - "name": "col", - "type": "datetime", - "format": "yyyy-MM-dd hh:mm:ss", - "value": "value", - "splitter":"," - }] - ``` - - * 属性说明: - - * name：字段名称 - - * type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 - - * format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - * value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - - * splitter：因为 MongoDB 支持数组类型，所以 MongoDB 读出来的数组类型要通过这个分隔符合并成字符串 - - * 必选：是 - - * 默认值：无 - -* **fetchSize** - - * 描述：每次读取的数据条数，通过调整此参数来优化读取速率 - - * 必选：否 - - * 默认值：100 - -* **filter** - - * 描述：过滤条件，通过该配置型来限制返回 MongoDB 数据范围，语法请参考[MongoDB查询语法](https://docs.mongodb.com/manual/crud/#read-operations) - - * 必选：否 - - * 默认值：无 diff --git a/docs/mongodbwriter.md b/docs/mongodbwriter.md deleted file mode 100644 index 838b34e412..0000000000 --- a/docs/mongodbwriter.md +++ /dev/null @@ -1,126 +0,0 @@ -# MongoDB写入插件（mongodbwriter） - -## 1. 配置样例 - -```json -{ - "job":{ - "content":[{ - "reader":{}, - "writer":{ - "parameter":{ - "hostPorts":"localhost:27017", - "username": "", - "password": "", - "database":"test", - "collectionName": "test", - "writeMode": "insert", - "batchSize":1, - "column": [ - { - "name":"id", - "type":"int", - "splitter":"," - }, - { - "name":"id", - "type":"string", - "splitter":"," - } - ], - "replaceKey":"id" - }, - "name":"mongodbwriter" - } - }] - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处只能填 mongodbwriter，否则Flinkx将无法正常加载该插件包。 - - * 必选：是 - - * 默认值：无 - -* **hostPorts** - - * 描述：MongoDB的地址和端口，格式为 IP1:port，可填写多个地址，以英文逗号分隔。 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：数据源的用户名 - - * 必选：否 - - * 默认值：无 - -* **password** - - * 描述：数据源指定用户名的密码 - - * 必选：否 - - * 默认值：无 - -* **database** - - * 描述：数据库名称 - - * 必选：是 - - * 默认值：无 - -* **collectionName** - - * 描述：集合名称 - - * 必选：是 - - * 默认值：无 - -* **column** - - * 描述：MongoDB 的文档列名，配置为数组形式表示 MongoDB 的多个列。 - - - name：Column 的名字。 - - type：Column 的类型。 - - splitter：特殊分隔符，当且仅当要处理的字符串要用分隔符分隔为字符数组 Array 时，才使用这个参数。通过这个参数指定的分隔符，将字符串分隔存储到 MongoDB 的数组中。 - - * 必选：是 - - * 默认值：无 - -* **replaceKey** - - * 描述：replaceKey 指定了每行记录的业务主键，用来做覆盖时使用（不支持 replaceKey为多个键，一般是指Monogo中的主键）。 - - * 必选：否 - - * 默认值：无 - -* **writeMode** - - * 描述：写入模式，当 batchSize > 1 时不支持 replace 和 update 模式 - - * 必选：是 - - * 所有选项：insert/replace/update - - * 默认值：insert - -* **batchSize** - - * 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与MongoDB的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况。
- - * 必选：否 - - * 默认值：1 diff --git a/docs/mysqlreader.md b/docs/mysqlreader.md deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/docs/odpsreader.md b/docs/odpsreader.md deleted file mode 100644 index 6f0d838a6d..0000000000 --- a/docs/odpsreader.md +++ /dev/null @@ -1,114 +0,0 @@ -# ODPS读取插件（odpsreader） - -## 1. 配置样例 - -``` -{ - "job": { - "setting": {}, - "content": [{ - "writer": {}, - "reader": { - "name": "odpsreader", - "parameter": { - "odpsConfig": { - "accessId": "${odps.accessId}", - "accessKey": "${odps.accessKey}", - "project": "${odps.project}" - }, - "table": "tableTest", - "partition": "pt='xxooxx'", - "column": [{ - "name": "col1", - "type": "string"， - “value”:"xx", - "format":"yyyy-MM-dd HH:mm:ss" - - }] - } - } - }] - } -} -``` - -## 2. 参数说明 - -* **accessId** - - * 描述：ODPS系统登录ID
- * 必选：是 - * 默认值：无 - -* **accessKey** - - * 描述：ODPS系统登录Key
- * 必选：是 - * 默认值：无 - -* **project** - - * 描述：读取数据表所在的 ODPS 项目名称（大小写不敏感）
- - * 必选：是
- - * 默认值：无 - -* **table** - - * 描述：读取数据表的表名称（大小写不敏感）
- - * 必选：是
- - * 默认值：无
- -* **partition** - - * 描述：读取数据所在的分区信息，支持linux shell通配符，包括 * 表示0个或多个字符，?代表任意一个字符。例如现在有分区表 test，其存在 pt=1,ds=hangzhou pt=1,ds=shanghai pt=2,ds=hangzhou pt=2,ds=beijing 四个分区，如果你想读取 pt=1,ds=shanghai 这个分区的数据，那么你应该配置为: `"partition":["pt=1,ds=shanghai"]`； 如果你想读取 pt=1下的所有分区，那么你应该配置为: `"partition":["pt=1,ds=* "]`；如果你想读取整个 test 表的所有分区的数据，那么你应该配置为: `"partition":["pt=*,ds=*"]`
- - * 必选：如果表为分区表，则必填。如果表为非分区表，则不能填写
- - * 默认值：无
- -* **column** - - * 描述：需要读取的字段。 - - * 格式：支持3中格式 - - 1.读取全部字段，如果字段数量很多，可以使用下面的写法： - - ``` - "column":[*] - ``` - - 2.只指定字段名称： - - ``` - "column":["id","name"] - ``` - - 3.指定具体信息： - - ``` - "column": [{ - "name": "col", - "type": "datetime", - "format": "yyyy-MM-dd hh:mm:ss", - "value": "value" - }] - ``` - - * 属性说明: - - * name：字段名称 - - * type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 - - * format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - * value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - - * 必选：是 - - * 默认值：无 diff --git a/docs/odpswriter.md b/docs/odpswriter.md deleted file mode 100644 index baddb0f64e..0000000000 --- a/docs/odpswriter.md +++ /dev/null @@ -1,92 +0,0 @@ -# ODPS写入插件（odpswriter） - -## 1. 配置样例 - -``` -{ - "job": { - "setting": {}, - "content": [{ - "reader": {}, - "writer": { - "name": "odpswriter", - "parameter": { - "odpsConfig": { - "accessId": "${odps.accessId}", - "accessKey": "${odps.accessKey}", - "project": "${odps.project}" - }, - "table": "tableTest", - "partition": "pt='xx'", - "writeMode": "append", - "bufferSize": 64, - "column": [{ - "name": "col1", - "type": "string" - }] - } - } - }] - } -} -``` - -## 2. 参数说明 - -* **accessId** - - * 描述：ODPS系统登录ID
- * 必选：是 - * 默认值：无 - -* **accessKey** - - * 描述：ODPS系统登录Key
- * 必选：是 - * 默认值：无 - -* **project** - - * 描述：读取数据表所在的 ODPS 项目名称（大小写不敏感）
- - * 必选：是
- - * 默认值：无 - -* **table** - - * 描述：读取数据表的表名称（大小写不敏感）
- - * 必选：是
- - * 默认值：无
- -* **partition** - - * 描述：需要写入数据表的分区信息，必须指定到最后一级分区。把数据写入一个三级分区表，必须配置到最后一级分区，例如pt=20150101/type＝1/biz=2。 - - * 必选：**如果是分区表，该选项必填，如果非分区表，该选项不可填写。** - - * 默认值：空
- -* **column** - - * 描述：需要导入的字段列表，当导入全部字段时，可以配置为"column": ["*"], 当需要插入部分odps列填写部分列，例如"column": ["id", "name"]。ODPSWriter支持列筛选、列换序，例如表有a,b,c三个字段，用户只同步c,b两个字段。可以配置成["c","b"], 在导入过程中，字段a自动补空，设置为null。
- * 必选：否
- * 默认值：无
- -* **writeMode** - - * 描述：写入模式，支持append和overwrite - - * 必填：否 - - * 默认值：append - -* **bufferSize** - - * 描述：写入缓存大小，单位兆，odps写入数据时会先缓存，达到一定值后才会写入数据，如果写入数据时出现内存溢出，可以降低此参数的值。 - - * 必填：否 - - * 默认值：64 diff --git a/docs/offline/reader/carbondatareader.md b/docs/offline/reader/carbondatareader.md new file mode 100644 index 0000000000..7c3ab76cc7 --- /dev/null +++ b/docs/offline/reader/carbondatareader.md @@ -0,0 +1,144 @@ +# Carbondata Reader + + +## 一、插件名称 +名称：**carbondatareader**
** + +## 二、支持的数据源版本 +**Carbondata 1.5及以上**
+ + +## 三、参数说明 + +- **path** + - 描述：carbondata表的存储路径 + - 必选：是 + - 默认值：无 + + + +- **table** + - 描述：carbondata表名 + - 必选：否 + - 默认值：无 + + + +- **database** + - 描述：carbondata库名 + - 必选：否 + - 默认值：无 + + + +- **filter** + - 描述：简单过滤器，目前只支持单条件的简单过滤，形式为 col op value，col为列名；op为关系运算符，包括=,>,>=,<,<=； +value为字面值，如1234， "ssss" + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：所配置的表中需要同步的字段集合。
+字段包括表字段和常量字段， + + +表字段的格式： +``` +{ + "name": "col1", + "type": "string" +} +``` + + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **hadoopConfig** + - 描述：集群HA模式时需要填写的namespace配置及其它配置 + - 必选：是 + - 默认值：无 + + + +- **defaultFS** + - 描述：Hadoop hdfs文件系统namenode节点地址。 + - 必选：是 + - 默认值：无 + + + + +## 四、使用示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "carbondatareader", + "parameter": { + "path": "hdfs://ns1/user/hive/warehouse/carbon.store1/sb/tb2000", + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "rdos2:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "rdos1:9000", + "dfs.nameservices": "ns1" + }, + "defaultFS": "hdfs://ns1", + "table": "tb2000", + "database": "sb", + "filter": " b = 100", + "column": [ + { + "name": "a", + "type": "string" + }, + { + "name": "b", + "type": "int" + } + ] + } + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} +``` + +## diff --git a/docs/offline/reader/cassandrareader.md b/docs/offline/reader/cassandrareader.md new file mode 100644 index 0000000000..4291d6f435 --- /dev/null +++ b/docs/offline/reader/cassandrareader.md @@ -0,0 +1,164 @@ +# Cassandra Reader + + +## 一、插件名称 +**名称：cassandrareader**
+ + +## 二、支持的数据源版本 +**Cassandra 3.0及以上**
+ + +## 三、参数说明 + +- **host** + - 描述：数据库地址 + - 必选：是 + - 默认值：无 + + + +- **port** + - 描述：端口 + - 必选：否 + - 默认值：9042 + + + +- **username** + - 描述：用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：密码 + - 必选：否 + - 默认值：无 + + + +- **useSSL** + - 描述：数字证书 + - 必选：否 + - 默认值：false + + + +- **column** + - 描述：查询结果中被select出来的属性集合，为空则select * + - 必选：否 + - 默认值：无 + + + +- **keyspace** + - 描述：需要同步的表所在的keyspace + - 必选：是 + - 默认值：无 + + + +- **table** + - 描述：要查询的表 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：过滤条件where之后的表达式 + - 必选：否 + - 默认值：无 + + + +- **allowFiltering** + - 描述：是否在服务端过滤数据 + - 必选：否 + - 默认值：false + + + +- **connecttionsPerHost** + - 描述：分配给每个host的连接数 + - 必选：否 + - 默认值：8 + + + +- **maxPendingPerConnection** + - 描述：最多能建立的连接数 + - 必选：否 + - 默认值：128 + + + +- **consistancyLevel** + - 描述：数据一致性级别。可选`ONE`、`QUORUM`、`LOCAL_QUORUM`、`EACH_QUORUM`、`ALL`、`ANY`、`TWO`、`THREE`、`LOCAL_ONE` + - 必选：否 + - 默认值：无 + + + + +## 四、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader": { + "name": "cassandrareader", + "parameter": { + "host": "kudu3", + "port": 9042, + "username":"", + "password":"", + "useSSL":false, + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "cf1:id", + "type": "string" + } + ] + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + + diff --git a/docs/offline/reader/clickhousereader.md b/docs/offline/reader/clickhousereader.md new file mode 100644 index 0000000000..67218c00dd --- /dev/null +++ b/docs/offline/reader/clickhousereader.md @@ -0,0 +1,412 @@ +# ClickHouse Reader + + +## 一、插件名称 +名称：**clickhousereader** + +## 二、支持的数据源版本 +**ClickHouse 19.x及以上** + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 +
jdbcUrl参考文档：[clickhouse-jdbc官方文档](https://github.com/ClickHouse/clickhouse-jdbc) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段严格对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.只指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会报错。如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "clickhousereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "clickhousereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 3、指定customSql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "select id from tableTest", + "requestAccumulatorInterval": 2 + }, + "name" : "clickhousereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 4、增量同步指定startLocation +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "increColumn": "id", + "startLocation": "20", + "requestAccumulatorInterval": 2 + }, + "name" : "clickhousereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2, + "polling": true, + "pollingInterval": 3000 + }, + "name" : "clickhousereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + + diff --git a/docs/offline/reader/db2reader.md b/docs/offline/reader/db2reader.md new file mode 100644 index 0000000000..d04953cf60 --- /dev/null +++ b/docs/offline/reader/db2reader.md @@ -0,0 +1,420 @@ +# DB2 Reader + + +## 一、插件名称 +名称：**db2reader** + +## 二、支持的数据源版本 +**DB2 9、10**
+ + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 +
jdbcUrl参考文档：[db2官方文档](https://www.ibm.com/support/knowledgecenter/en/SSEPGG_11.1.0/com.ibm.db2.luw.apdv.java.doc/src/tpc/imjcc_rjv00004.htmlId=t14:12:14) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：空 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：空 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.只指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +** + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + },{ + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "user", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], + "table" : [ "staff" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "db2reader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + },{ + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "user", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], + "table" : [ "staff" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "db2reader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 3、指定customSql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + },{ + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "user", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], + "table" : [ "staff" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql":"select id, name from staff where id > 300", + "requestAccumulatorInterval": 2 + }, + "name" : "db2reader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 4、增量同步指定startLocation +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + },{ + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "user", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], + "table" : [ "staff" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "increColumn": "id", + "startLocation": "340", + "requestAccumulatorInterval": 2 + }, + "name" : "db2reader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + },{ + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "user", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], + "table" : [ "staff" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "polling": true, + "pollingInterval": 3000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "db2reader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` diff --git a/docs/offline/reader/dmreader.md b/docs/offline/reader/dmreader.md new file mode 100644 index 0000000000..79639771f2 --- /dev/null +++ b/docs/offline/reader/dmreader.md @@ -0,0 +1,443 @@ +# DM Reader + + +## 一、插件名称 +名称：**dmreader** + +## 二、支持的数据源版本 +**DM7、DM8**
+ + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 +
jdbcUrl参考文档：[达梦官方文档](http://www.dameng.com/down.aspx?TypeId=12&FId=t14:12:14) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：3000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.只指定字段名称： +```json +"column":["ID","NAME"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "COL", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称，注意应该为大写，否则可能会出错 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "dmreader", + "parameter": { + "column": [ + { + "name": "ID", + "type": "int" + }, + { + "name": "AGE", + "type": "int" + } + ], + "increColumn": "", + "startLocation": "", + "username": "SYSDBA", + "password": "SYSDBA", + "connection": [ + { + "jdbcUrl": [ + "jdbc:dm://localhost:5236" + ], + "table": [ + "PERSON.STUDENT" + ] + } + ], + "where": "" + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "dmreader", + "parameter": { + "column": [ + { + "name": "ID", + "type": "int" + }, + { + "name": "AGE", + "type": "int" + } + ], + "splitPk": "ID", + "increColumn": "", + "startLocation": "", + "username": "SYSDBA", + "password": "SYSDBA", + "connection": [ + { + "jdbcUrl": [ + "jdbc:dm://localhost:5236" + ], + "table": [ + "PERSON.STUDENT" + ] + } + ], + "where": "" + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 3、指定customSql +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "dmreader", + "parameter": { + "column": [ + { + "name": "ID", + "type": "int" + }, + { + "name": "AGE", + "type": "int" + } + ], + "increColumn": "", + "startLocation": "", + "customSql": "SELECT * FROM PERSON.STUDENT WHERE ID>30", + "username": "SYSDBA", + "password": "SYSDBA", + "connection": [ + { + "jdbcUrl": [ + "jdbc:dm://localhost:5236" + ], + "table": [ + "PERSON.STUDENT" + ] + } + ], + "where": "" + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 4、增量同步startLocation +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "dmreader", + "parameter": { + "column": [ + { + "name": "ID", + "type": "int" + }, + { + "name": "AGE", + "type": "int" + } + ], + "increColumn": "ID", + "startLocation": "20", + "username": "SYSDBA", + "password": "SYSDBA", + "connection": [ + { + "jdbcUrl": [ + "jdbc:dm://localhost:5236" + ], + "table": [ + "PERSON.STUDENT" + ] + } + ], + "where": "" + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "dmreader", + "parameter": { + "column": [ + { + "name": "ID", + "type": "int" + }, + { + "name": "AGE", + "type": "int" + } + ], + "increColumn": "", + "startLocation": "", + "username": "SYSDBA", + "password": "SYSDBA", + "polling": true, + "pollingInterval": 3000, + "connection": [ + { + "jdbcUrl": [ + "jdbc:dm://localhost:5236" + ], + "table": [ + "PERSON.STUDENT" + ] + } + ], + "where": "" + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` diff --git a/docs/offline/reader/esreader.md b/docs/offline/reader/esreader.md new file mode 100644 index 0000000000..c9916083d5 --- /dev/null +++ b/docs/offline/reader/esreader.md @@ -0,0 +1,137 @@ +# ElasticSearch Reader + + +## 一、插件名称 +名称：**esreader** + +## 二、支持的数据源版本 +**Elasticsearch 6.X** + +## 三、参数说明
+ +- **address** + - 描述：Elasticsearch地址，单个节点地址采用host:port形式，多个节点的地址用逗号连接 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：Elasticsearch认证用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：Elasticsearch认证密码 + - 必选：否 + - 默认值：无 + + + +- **query** + - 描述：Elasticsearch查询表达式，[查询表达式](https://www.elastic.co/guide/cn/elasticsearch/guide/current/query-dsl-intro.html) + - 必选：否 + - 默认值：无，默认为全查询 + + + +- **batchSize** + - 描述：每次读取数据条数 + - 必选：否 + - 默认值：10 + + + +- **timeout** + - 描述：连接超时时间 + - 必选：否 + - 默认值：无 + + + +- **index** + - 描述：要查询的索引名称 + - 必选：否 + - 默认值：无 + + + +- **type** + - 描述：要查询的类型 + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：读取elasticsearch的查询结果的若干个列，每列形式如下 + - name：字段名称，可使用多级格式查找 + - type：字段类型，当name没有指定时，则返回常量列，值为value指定 + - value：常量列的值 + - 必选：是 + - 默认值：无 + + + + +## 四、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader": { + "name": "esreader", + "parameter": { + "address": "kudu4:9200", + "query": { + "match_all": {} + }, + "index": "tudou", + "type": "doc", + "batchSize": 1000, + "username": "elastic", + "password": "abc123", + "timeout": 10, + "column": [ + { + "name": "id", + "type": "integer" + },{ + "name": "user_id", + "type": "integer" + },{ + "name": "name", + "type": "string" + } + ] + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 0, + "percentage" : 0 + }, + "speed" : { + "bytes" : 1048576, + "channel" : 1 + } + } + } +} +``` diff --git a/docs/offline/reader/ftpreader.md b/docs/offline/reader/ftpreader.md new file mode 100644 index 0000000000..e687c6e84d --- /dev/null +++ b/docs/offline/reader/ftpreader.md @@ -0,0 +1,320 @@ +# FTP Reader + + +## 一、插件名称 +名称：**ftpreader**
+ + +## 二、数据源版本 +| 协议 | 是否支持 | +| --- | --- | +| FTP | 支持 | +| SFTP | 支持 | + + + + +## 三、数据源配置 +FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/92046.html?spm=a2c4g.11186623.6.1185.6371dcd5DOfc5z)
linux：[地址](https://help.aliyun.com/document_detail/92048.html?spm=a2c4g.11186623.6.1184.7a9a2dbcRLDNlf)
sftp服务搭建
windows：[地址](http://www.freesshd.com/)
linux：[地址](https://yq.aliyun.com/articles/435356?spm=a2c4e.11163080.searchblog.102.576f2ec1BVgWY7)
+ + +## 四、参数说明 + +- **protocol** + - 描述：ftp服务器协议，目前支持传输协议有`ftp`、`sftp` + - 必选：是 + - 默认值：无 + + + +- **host** + - 描述：ftp服务器地址 + - 必选：是 + - 默认值：无 + + + +- **port** + - 描述：ftp服务器端口 + - 必选：否 + - 默认值：若传输协议是sftp协议，默认值是22；若传输协议是标准ftp协议，默认值是21 + + + +- **connectPattern** + - 描述：协议为ftp时的连接模式，可选`pasv`，`port`，参数含义可参考：[模式说明](https://blog.csdn.net/qq_16038125/article/details/72851142) + - 必选：否 + - 默认值：`PASV` + + + +- **username** + - 描述：ftp服务器访问用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：ftp服务器访问密码 + - 必选：否 + - 默认值：无 + + + +- **path** + - 描述：远程FTP文件系统的路径信息，注意这里可以支持填写多个路径 + - 必选：是 + - 默认值：无 + + + +- **fieldDelimiter** + - 描述：读取的字段分隔符 + - 必选：是 + - 默认值：`,` + + + +- **encoding** + - 描述：读取文件的编码配置 + - 必选：否 + - 默认值：`UTF-8` + + + +- **isFirstLineHeader** + - 描述：首行是否为标题行，如果是则不读取第一行 + - 必选：否 + - 默认值：false + + + +- **timeout** + - 描述：连接超时时间，单位毫秒 + - 必选：否 + - 默认值：5000 + + + +- **column** + - 描述：需要读取的字段 + - 格式：支持2中格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +``` +"column":["*"] +``` + +2.指定具体信息： +``` +"column": [{ + "index": 0, + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - index：字段索引 + - type：字段类型，ftp读取的为文本文件，本质上都是字符串类型，这里可以指定要转成的类型 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果没有指定index，则会把value的值作为常量列返回，如果指定了index，当读取的字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + + +## 五、使用示例 + +#### 1、读取单个文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "path": "/data/ftp/flinkx/file1.csv", + "protocol": "sftp", + "port": 22, + "isFirstLineHeader": true, + "host": "localhost", + "column": [ + { + "index": 0, + "type": "string" + }, + { + "index": 1, + "type": "string" + }, + { + "index": 2, + "type": "int" + }, + { + "index": 3, + "type": "int" + } + ], + "password": "pass", + "fieldDelimiter": ",", + "encoding": "utf-8", + "username": "user" + }, + "name": "ftpreader" + }, + "writer": { + "parameter": {}, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + +#### 2、读取单个目录下的所有文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "path": "/data/ftp/flinkx/dir1", + "protocol": "sftp", + "port": 22, + "isFirstLineHeader": true, + "host": "localhost", + "column": [ + { + "index": 0, + "type": "string" + }, + { + "index": 1, + "type": "string" + }, + { + "index": 2, + "type": "int" + }, + { + "index": 3, + "type": "int" + } + ], + "password": "pass", + "fieldDelimiter": ",", + "encoding": "utf-8", + "username": "user" + }, + "name": "ftpreader" + }, + "writer": { + "parameter": {}, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + +#### 3、读取多个路径下的文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "path": "/data/ftp/flinkx/dir1,/data/ftp/flinkx/dir2", + "protocol": "sftp", + "port": 22, + "isFirstLineHeader": true, + "host": "localhost", + "column": [ + { + "index": 0, + "type": "string" + }, + { + "index": 1, + "type": "string" + }, + { + "index": 2, + "type": "int" + }, + { + "index": 3, + "type": "int" + } + ], + "password": "pass", + "fieldDelimiter": ",", + "encoding": "utf-8", + "username": "user" + }, + "name": "ftpreader" + }, + "writer": { + "parameter": {}, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + + diff --git a/docs/offline/reader/gbasereader.md b/docs/offline/reader/gbasereader.md new file mode 100644 index 0000000000..605a762f0e --- /dev/null +++ b/docs/offline/reader/gbasereader.md @@ -0,0 +1,436 @@ +# GBase Reader + + +## 一、插件名称 +名称：**gbasereader** + +## 二、支持的数据源版本 +**Gbase 8A**
+ + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串，需要注意gbase有A、S、T三种发行版，jdbcUrl端口和驱动都有区别。
jdbcUrl参考文档：[gbase官方文档](https://help.finereport.com/doc-view-2569.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "gbasereader" + }, + "writer": { + + } + }], + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "gbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 3、指定customSql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "select id, user_id, name from tableTest where id > 20", + "requestAccumulatorInterval": 2 + }, + "name" : "gbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 4、增量同步指定startLocation +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "increColumn": "id", + "startLocation": "20", + "requestAccumulatorInterval": 2 + }, + "name" : "gbasereader" + }, + "writer": { + } + }], + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "polling": true, + "pollingInterval": 3000, + "requestAccumulatorInterval": 2 + }, + "name" : "gbasereader" + }, + "writer": { + } + }], + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + + diff --git a/docs/offline/reader/hbasereader.md b/docs/offline/reader/hbasereader.md new file mode 100644 index 0000000000..5d4688aecc --- /dev/null +++ b/docs/offline/reader/hbasereader.md @@ -0,0 +1,152 @@ +# HBase Reader + + +## 一、插件名称 +名称：**hbasereader** + +## 二、支持的数据源版本 +**HBase 1.3及以上** + +## 三、参数说明 + +- **table** + - 描述：hbase表名 + - 必选：是 + - 默认值：无 + + + +- **hbaseConfig** + - 描述：hbase的连接配置，以json的形式组织 (见hbase-site.xml)，key可以为以下七种： + +Kerberos；
hbase.security.authentication；
hbase.security.authorization；
hbase.master.kerberos.principal；
hbase.master.keytab.file；
hbase.regionserver.keytab.file；
hbase.regionserver.kerberos.principal + + - 必选：是 + - 默认值：无 + + + +- **range** + - 描述：指定hbasereader读取的rowkey范围。 + - startRowkey：指定开始rowkey； + - endRowkey：指定结束rowkey； + + + - isBinaryRowkey：指定配置的startRowkey和endRowkey转换为byte[]时的方式，默认值为false,若为true，则调用Bytes.toBytesBinary(rowkey)方法进行转换;若为false：则调用Bytes.toBytes(rowkey)，配置格式如下： +``` +"range": { + "startRowkey": "aaa", + "endRowkey": "ccc", + "isBinaryRowkey":false +} +``` + + + - 注意：如果用户配置了 startRowkey 和 endRowkey，需要确保：startRowkey <= endRowkey + - 必选：否 + - 默认值：无 + + + +- **encoding** + - 描述：字符编码 + - 必选：无 + - 默认值：无 + + + +- **scanCacheSize** + - 描述：一次RPC请求批量读取的Results数量 + - 必选：无 + - 默认值：256 + +
+ +- **scanBatchSize** + - 描述：每一个result中的列的数量 + - 必选：无 + - 默认值：100 + +
+ +- **column** + - 描述：要读取的hbase字段，normal 模式与multiVersionFixedColumn 模式下必填项。 + - name：指定读取的hbase列，除了rowkey外，必须为 列族:列名 的格式； + - type：指定源数据的类型，format指定日期类型的格式，value指定当前类型为常量，不从hbase读取数据，而是根据value值自动生成对应的列。 + - 必选：是 + - 默认值：无 + + +
+ + +## 四、配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "hbasereader", + "parameter": { + "hbaseConfig": { + "hbase.zookeeper.property.clientPort": "2181", + "hbase.rootdir": "hdfs://ns1/hbase", + "hbase.cluster.distributed": "true", + "hbase.zookeeper.quorum": "node01,node02,node03", + "zookeeper.znode.parent": "/hbase" + }, + "table": "sb5", + "encodig": "utf-8", + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "cf1:id", + "type": "string" + } + ], + "range": { + "startRowkey": "", + "endRowkey": "", + "isBinaryRowkey": true + } + } + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} +``` + +# diff --git a/docs/offline/reader/hdfsreader.md b/docs/offline/reader/hdfsreader.md new file mode 100644 index 0000000000..5b4e92ffa6 --- /dev/null +++ b/docs/offline/reader/hdfsreader.md @@ -0,0 +1,192 @@ +# HDFS Reader + + +## 一、插件名称 +名称：**hdfsreader**
+ + +## 二、支持的数据源版本 +| 协议 | 是否支持 | +| --- | --- | +| Hadoop 2.x | 支持 | +| Hadoop 3.x | 支持 | + + + + +## 三、数据源配置 +单机模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/SingleCluster.html)
集群模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/ClusterSetup.html)
+ + +## 四、参数说明 + +- **defaultFS** + - 描述：Hadoop hdfs文件系统namenode节点地址。格式：hdfs://ip:端口；例如：hdfs://127.0.0.1:9 + - 必选：是 + - 默认值：无 + + + +- **hadoopConfig** + - 描述：集群HA模式时需要填写的namespace配置及其它配置 + - 必选：否 + - 默认值：无 + + + +- **path** + - 描述：数据文件的路径 + - 必选：是 + - 默认值：无 + + + +- **filterRegex** + - 描述：文件过滤正则表达式 + - 必选：否 + - 默认值：无 + + + +- **fileType** + - 描述：文件的类型，目前只支持用户配置为`text`、`orc`、`parquet` + - text：textfile文件格式 + - orc：orcfile文件格式 + - parquet：parquet文件格式 + - 必选：否 + - 默认值：text + + + +- **fieldDelimiter** + - 描述：`fileType`为`text`时字段的分隔符 + - 必选：否 + - 默认值：`\001` + + + + +## 五、使用示例 + +#### 1、读取text文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "path": "hdfs://ns1/flinkx/text", + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", + "dfs.nameservices": "ns1" + }, + "column": [ + { + "name": "col1", + "index": 0, + "type": "string" + }, + { + "name": "col2", + "index": 1, + "type": "string" + }, + { + "name": "col3", + "index": 2, + "type": "int" + }, + { + "name": "col4", + "index": 3, + "type": "int" + } + ], + "fieldDelimiter": ",", + "fileType": "text" + }, + "name": "hdfsreader" + }, + "writer": { + "parameter": {}, + "name": "streamwriter" + } + } + ], + "setting": { + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + +#### 2、过滤文件名称 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "path": "hdfs://ns1/flinkx/text", + "filterRegex" : ".*\\.csv", + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", + "dfs.nameservices": "ns1" + }, + "column": [ + { + "name": "col1", + "index": 0, + "type": "string" + }, + { + "name": "col2", + "index": 1, + "type": "string" + }, + { + "name": "col3", + "index": 2, + "type": "int" + }, + { + "name": "col4", + "index": 3, + "type": "int" + } + ], + "fieldDelimiter": ",", + "fileType": "text" + }, + "name": "hdfsreader" + }, + "writer": { + "parameter": {}, + "name": "streamwriter" + } + } + ], + "setting": { + "speed": { + "bytes": 1048576, + "channel": 1 + } + } + } +} +``` + + diff --git a/docs/offline/reader/kudureader.md b/docs/offline/reader/kudureader.md new file mode 100644 index 0000000000..bc8271299c --- /dev/null +++ b/docs/offline/reader/kudureader.md @@ -0,0 +1,187 @@ +# Kudu Reader + + +## 一、插件名称 +名称：**kudureader**
** + +## 二、支持的数据源版本 +**kudu 1.10及以上**
+ + +## 三、参数说明 + +- **column** + - 描述：需要生成的字段 + - 属性说明: + - name：字段名称； + - type：字段类型； + - 必选：是 + - 默认值：无 + + + +- **masterAddresses** + - 描述： master节点地址:端口，多个以,隔开 + - 必选：是 + - 默认值：无 + + + +- **table** + - 描述： kudu表名。 + - 必选：是 + - 默认值：无 + + + +- **readMode** + - 描述： kudu读取模式： + - 1、read_latest
+默认的读取模式。
+该模式下，服务器将始终在收到请求时返回已提交的写操作。
+这种类型的读取不会返回快照时间戳，并且不可重复。
+用ACID术语表示，它对应于隔离模式：“读已提交”。 + - 2、read_at_snapshot
+该模式下，服务器将尝试在提供的时间戳上执行读取。
+如果未提供时间戳，则服务器将当前时间作为快照时间戳。
+在这种模式下，读取是可重复的，即将来所有在相同时间戳记下的读取将产生相同的数据。
+执行此操作的代价是等待时间戳小于快照的时间戳的正在进行的正在进行的事务，因此可能会导致延迟损失。用ACID术语，这本身就相当于隔离模式“可重复读取”。
+如果对已扫描tablet的所有写入均在外部保持一致，则这对应于隔离模式“严格可序列化”。
+注意：当前存在“空洞”，在罕见的边缘条件下会发生，通过这种空洞有时即使在采取措施使写入如此时，它们在外部也不一致。
+在这些情况下，隔离可能会退化为“读取已提交”模式。 + - 必选：是 + - 默认值：无 + + + +- **authentication** + - 描述：认证方式，如:Kerberos + - 必选：否 + - 默认值：无 + + + +- **principal** + - 描述： 用户名 + - 必选：否 + - 默认值：无 + + + +- **keytabFile** + - 描述：keytab文件路径 + - 必选：否 + - 默认值：无 + + + +- **workerCount** + - 描述：worker线程数 + - 必选：否 + - 默认值：默认为cpu*2 + + + +- **bossCount** + - 描述：boss线程数 + - 必选：否 + - 默认值：1 + + + +- **operationTimeout** + - 描述：普通操作超时时间 + - 必选：否 + - 默认值：30000 + + + +- **adminOperationTimeout** + - 描述： 管理员操作(建表，删表)超时时间 + - 必选：否 + - 默认值：30000 + + + +- **queryTimeout** + - 描述：连接scan token的超时时间 + - 必选：否 + - 默认值：与operationTimeout一致 + + + +- **where** + - 描述：过滤条件字符串，多个以and连接 + - 必选：否 + - 默认值：无 + + + +- **batchSizeBytes** + - 描述： kudu scan一次性最大读取字节数 + - 必选：否 + - 默认值：1048576 + + + + +## 四、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "name": "kudureader", + "parameter": { + "column": [ + { + "name": "id", + "type": "long" + } + ], + "masterAddresses": "kudu1:7051,kudu2:7051,kudu3:7051", + "table": "kudu", + "readMode": "read_latest", + "authentication": "", + "principal": "", + "keytabFile": "", + "workerCount": 2, + "bossCount": 1, + "operationTimeout": 30000, + "adminOperationTimeout": 30000, + "queryTimeout": 30000, + "where": " id >= 1 ", + "batchSizeBytes": 1048576 + } + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 100 + }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/reader/mongodbreader.md b/docs/offline/reader/mongodbreader.md new file mode 100644 index 0000000000..3c087d46b7 --- /dev/null +++ b/docs/offline/reader/mongodbreader.md @@ -0,0 +1,146 @@ +# MongoDB Reader + + +## 一、插件名称 +名称：**mongodbreader** + +## 二、支持的数据源版本 +**MongoDB 3.4及以上** + +## 三、参数说明
+ +- **url** + - 描述：MongoDB数据库连接的URL字符串，详细请参考[MongoDB官方文档](https://docs.mongodb.com/manual/reference/connection-string/) + - 必选：否 + - 默认值：无 + + + +- **hostPorts** + - 描述：MongoDB的地址和端口，格式为 IP1:port，可填写多个地址，以英文逗号分隔 + - 必选：否 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：否 + - 默认值：无 + + + +- **database** + - 描述：数据库名称 + - 必选：否 + - 默认值：无 + + + +- **collectionName** + - 描述：集合名称 + - 必选：是 + - 默认值：无 + -
+- **fetchSize** + - 描述：每次读取的数据条数，通过调整此参数来优化读取速率 + - 必选：否 + - 默认值：100 + + + +- **filter** + - 描述：过滤条件，通过该配置型来限制返回 MongoDB 数据范围，语法请参考[MongoDB查询语法](https://docs.mongodb.com/manual/crud/#read-operations) + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3中格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```json +"column":["*"] +``` +2.只指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +``` +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value", + "splitter":"," +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - splitter：因为 MongoDB 支持数组类型，所以 MongoDB 读出来的数组类型要通过这个分隔符合并成字符串 + - 必选：是 + - 默认值：无 + + + + +## 四、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "url": "mongodb://root:admin@kudu4:27017/admin?authSource=admin", + "fetchSize": 100, + "collectionName" : "tudou", + "filter" : "{}", + "column" : ["*"] + }, + "name" : "mongodbreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/reader/mysqlreader.md b/docs/offline/reader/mysqlreader.md new file mode 100644 index 0000000000..04ca11f99e --- /dev/null +++ b/docs/offline/reader/mysqlreader.md @@ -0,0 +1,431 @@ +# MySQL Reader + + +## 一、插件名称 +名称：**mysqlreader**
** + +## 二、支持的数据源版本 +**MySQL 5.X**
+ + +## 三、参数说明
+ +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 +
jdbcUrl参考文档：[MySQL官方文档](http://dev.mysql.com/doc/connector-j/en/connector-j-reference-configuration-properties.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.只指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + + + + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "mysqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "id", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "mysqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 2, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、指定`customSql` +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": ["id","user_id","name"], + "customSql": "select * from kudu where id > 20", + "where": "id < 100", + "splitPk": "", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "mysqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 4、增量同步指定`startLocation` +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": [{ + "name": "id", + "type": "bigint" + },{ + "name": "user_id", + "type": "bigint" + },{ + "name": "name", + "type": "varchar" + }], + "customSql": "", + "where": "id < 100", + "splitPk": "id", + "increColumn": "id", + "startLocation": "20", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "mysqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": true, + "restoreColumnName": "id", + "restoreColumnIndex": 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": [{ + "name": "id", + "type": "bigint" + },{ + "name": "user_id", + "type": "bigint" + },{ + "name": "name", + "type": "varchar" + }], + "customSql": "", + "where": "id > 100", + "splitPk": "id", + "increColumn": "id", + "startLocation": "20", + "polling": true, + "pollingInterval": 3000, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "mysqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": true, + "restoreColumnName": "id", + "restoreColumnIndex": 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/reader/odpsreader.md b/docs/offline/reader/odpsreader.md new file mode 100644 index 0000000000..57a0625031 --- /dev/null +++ b/docs/offline/reader/odpsreader.md @@ -0,0 +1,134 @@ +# ODPS Reader + + +## 一、插件名称 +名称：**odpsreader**
+ +## 二、参数说明 + +- **accessId** + - 描述：ODPS系统登录ID + - 必选：是 + - 默认值：无 + + + +- **accessKey** + - 描述：ODPS系统登录Key + - 必选：是 + - 默认值：无 + + + +- **project** + - 描述：读取数据表所在的 ODPS 项目名称（大小写不敏感） + - 必选：是 + - 默认值：无 + + + +- **table** + - 描述：读取数据表的表名称（大小写不敏感） + - 必选：是 + - 默认值：无 + + +
+ +- **partition** + - 描述：读取数据所在的分区信息，支持linux shell通配符，包括 * 表示0个或多个字符，?代表任意一个字符。例如现在有分区表 test，其存在 pt=1,ds=hangzhou   pt=1,ds=shanghai   pt=2,ds=hangzhou   pt=2,ds=beijing 四个分区，如果你想读取 pt=1,ds=shanghai 这个分区的数据，那么你应该配置为: `"partition":["pt=1,ds=shanghai"]`； 如果你想读取 pt=1下的所有分区，那么你应该配置为: `"partition":["pt=1,ds=* "]`；如果你想读取整个 test 表的所有分区的数据，那么你应该配置为: `"partition":["pt=*,ds=*"]` + - 必选：如果表为分区表，则必填。如果表为非分区表，则不能填写 + - 默认值：无 + + +
+ +- **column** + - 描述：需要读取的字段。 + - 格式：支持3中格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +``` +"column":[*] +``` + + -
2.只指定字段名称： +``` +"column":["id","name"] +``` + + -
3.指定具体信息： +``` +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + + +## 三、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "name": "odpsreader", + "parameter": { + "odpsConfig": { + "accessId": "${odps.accessId}", + "accessKey": "${odps.accessKey}", + "project": "${odps.project}" + }, + "table": "tableTest", + "partition": "pt='xxooxx'", + "column": [{ + "name": "col1", + "type": "string", + "value":"xx", + "format":"yyyy-MM-dd HH:mm:ss" + + }] + } + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 100 + }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/reader/oraclereader.md b/docs/offline/reader/oraclereader.md new file mode 100644 index 0000000000..df2f749531 --- /dev/null +++ b/docs/offline/reader/oraclereader.md @@ -0,0 +1,445 @@ +# Oracle Reader + + +## 一、插件名称 +名称：**oraclereader**
** + +## 二、支持的数据源版本 +**Oracle 9 及以上**
** + +## 三、参数说明
+ +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 +
jdbcUrl参考文档：[Oracle官方文档](http://www.oracle.com/technetwork/database/enterprise-edition/documentation/index.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：3000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定次参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3中格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` + + - 2.只指定字段名称： +``` +"column":["id","name"] +``` + + - 3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + + + + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "tudou", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], + "table": ["TUDOU.KUDU"] + }], + "column": ["*"], + "customSql": "", + "where": "ID < 10000", + "splitPk": "", + "fetchSize": 1024, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "oraclereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "tudou", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], + "table": ["TUDOU.KUDU"] + }], + "column": ["*"], + "customSql": "", + "where": "ID < 10000", + "splitPk": "id", + "fetchSize": 1024, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "oraclereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 2, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、指定`customSql` +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "tudou", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], + "table": ["TUDOU.KUDU"] + }], + "column": ["ID","USER_ID","NAME"], + "customSql": "select * from kudu where ID > 20", + "where": "ID < 10000", + "splitPk": "ID", + "fetchSize": 1024, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "oraclereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 4、增量同步指定`startLocation` +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "tudou", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], + "table": ["TUDOU.KUDU"] + }], + "column": [{ + "name": "ID", + "type": "NUMBER" + },{ + "name": "USER_ID", + "type": "NUMBER" + },{ + "name": "NAME", + "type": "VARCHAR" + }], + "customSql": "", + "where": "ID < 1600", + "splitPk": "ID", + "increColumn": "ID", + "startLocation": "20", + "fetchSize": 1024, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "oraclereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "tudou", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], + "table": ["TUDOU.KUDU"] + }], + "column": [{ + "name": "ID", + "type": "NUMBER" + },{ + "name": "USER_ID", + "type": "NUMBER" + },{ + "name": "NAME", + "type": "VARCHAR" + }], + "customSql": "", + "where": "ID > 1600", + "splitPk": "ID", + "increColumn": "ID", + "startLocation": "20", + "fetchSize": 1024, + "queryTimeOut": 1000, + "polling": true, + "pollingInterval": 3000, + "requestAccumulatorInterval": 2 + }, + "name": "oraclereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/reader/phoenixreader.md b/docs/offline/reader/phoenixreader.md new file mode 100644 index 0000000000..5a3de8b392 --- /dev/null +++ b/docs/offline/reader/phoenixreader.md @@ -0,0 +1,533 @@ +# Phoenix Reader + + +## 一、插件名称 +名称：**phoenixreader**
+ +## 二、支持的数据源版本 +phoenix4.12.0-HBase-1.3及之后 + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 +
jdbcUrl参考文档：[phoniex官方文档](https://phoenix.apache.org/#) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.只指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "", + "password" : "", + "connection" : [ { + "jdbcUrl" : [ "jdbc:phoenix:node01,node02,node03:2181" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "phoenixreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "", + "password" : "", + "connection" : [ { + "jdbcUrl" : [ "jdbc:phoenix:node01,node02,node03:2181" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "phoenixreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、指定customSql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "", + "password" : "", + "connection" : [ { + "jdbcUrl" : [ "jdbc:phoenix:node01,node02,node03:2181" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "select * from tableTest", + "requestAccumulatorInterval": 2 + }, + "name" : "phoenixreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "", + "password" : "", + "connection" : [ { + "jdbcUrl" : [ "jdbc:phoenix:node01,node02,node03:2181" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "phoenixreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 4、增量同步指定customSql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "", + "password" : "", + "connection" : [ { + "jdbcUrl" : [ "jdbc:phoenix:node01,node02,node03:2181" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "increColumn": "id", + "startLocation": "20", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "phoenixreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 5、增量轮询 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "", + "password" : "", + "connection" : [ { + "jdbcUrl" : [ "jdbc:phoenix:node01,node02,node03:2181" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "polling": true, + "pollingInterval": 3000, + "requestAccumulatorInterval": 2 + }, + "name" : "phoenixreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/reader/polardbreader.md b/docs/offline/reader/polardbreader.md new file mode 100644 index 0000000000..fd9eed5962 --- /dev/null +++ b/docs/offline/reader/polardbreader.md @@ -0,0 +1,431 @@ +# PolarDB Reader + + +## 一、插件名称 +名称：**polardbreader** + +## 二、支持的数据源版本 +**PolarDB MySQL 8.0**
+ + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 +
jdbcUrl参考文档：[Mysql官方文档](http://dev.mysql.com/doc/connector-j/en/connector-j-reference-configuration-properties.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.只指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + + + + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "polardbreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "id", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "polardbreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 2, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、指定`customSql` +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": ["id","user_id","name"], + "customSql": "select * from kudu where id > 20", + "where": "id < 100", + "splitPk": "", + "fetchSize": 0, + "requestAccumulatorInterval": 2 + }, + "name": "polardbreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 4、增量同步指定`startLocation` +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": [{ + "name": "id", + "type": "bigint" + },{ + "name": "user_id", + "type": "bigint" + },{ + "name": "name", + "type": "varchar" + }], + "customSql": "", + "where": "id < 100", + "splitPk": "id", + "increColumn": "id", + "startLocation": "20", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "polardbreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": true, + "restoreColumnName": "id", + "restoreColumnIndex": 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], + "table": ["kudu"] + }], + "column": [{ + "name": "id", + "type": "bigint" + },{ + "name": "user_id", + "type": "bigint" + },{ + "name": "name", + "type": "varchar" + }], + "customSql": "", + "where": "id > 100", + "splitPk": "id", + "increColumn": "id", + "startLocation": "20", + "polling": true, + "pollingInterval": 3000, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "polardbreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": true, + "restoreColumnName": "id", + "restoreColumnIndex": 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/reader/postgresqlreader.md b/docs/offline/reader/postgresqlreader.md new file mode 100644 index 0000000000..39c5bfc3aa --- /dev/null +++ b/docs/offline/reader/postgresqlreader.md @@ -0,0 +1,418 @@ +# PostgreSql Reader + + +## 一、插件名称 +名称：**postgresqlreader** + +## 二、支持的数据源版本 +**PostgreSql 9.4及以上** + + +## 三、参数说明
+ +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 +
jdbcUrl参考文档：[postgresql官方文档](https://jdbc.postgresql.org/documentation/head/connect.html#connection-parameters) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +** + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:postgresql://0.0.0.1:5432/postgres" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "postgresqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:postgresql://0.0.0.1:5432/postgres" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "postgresqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 3、 指定customsql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:postgresql://0.0.0.1:5432/postgres" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "select * from tabletest", + "requestAccumulatorInterval": 2 + }, + "name" : "postgresqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 4、增量同步指定startLocation +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:postgresql://0.0.0.1:5432/postgres" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "increColumn": "id", + "startLocation": "20", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name" : "postgresqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:postgresql://0.0.0.1:5432/postgres" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "polling": true, + "pollingInterval": 3000, + "customSql": "", + "increColumn": "id", + "startLocation": "20", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name" : "postgresqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` +
diff --git a/docs/rdbdreader.md b/docs/offline/reader/rdbdreader.md similarity index 100% rename from docs/rdbdreader.md rename to docs/offline/reader/rdbdreader.md diff --git a/docs/offline/reader/saphanareader.md b/docs/offline/reader/saphanareader.md new file mode 100644 index 0000000000..aea38f3a40 --- /dev/null +++ b/docs/offline/reader/saphanareader.md @@ -0,0 +1,224 @@ +# Saphana Reader + + +## 一、插件名称 +名称：**saphanareader**
+ +## 二、支持的数据源版本 +SAP HANA 2.0及以上
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：3000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定次参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3中格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` + + - 2.只指定字段名称： +``` +"column":["id","name"] +``` + + - 3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + + + + +## 四、配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "username", + "password": "password", + "connection": [ + { + "jdbcUrl": [ + "jdbc:sap://kudu3:39017" + ], + "table": [ + "SYS.P_DPAPI_KEY_" + ] + } + ], + "column": [ + { + "name": "OID", + "type": "BIGINT" + }, + { + "name": "CALLER", + "type": "NVARCHAR" + }, + { + "name": "RECORD_ID", + "type": "NVARCHAR" + }, + { + "name": "KEY_ID", + "type": "INTEGER" + }, + { + "name": "KEY", + "type": "VARBINARY" + }, + { + "name": "CREATE_USER", + "type": "NVARCHAR" + }, + { + "name": "CREATE_TIME", + "type": "BIGINT" + }, + { + "name": "DATA_ENCRYPTION_ALGORITHM", + "type": "TINYINT" + }, + { + "name": "IS_CURRENT_KEY", + "type": "TINYINT" + } + ] + }, + "name": "saphanareader" + }, + + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false, + "isStream": false + }, + "errorLimit": {}, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "trace", + "path": "", + "pattern": "" + } + } + } +} +``` diff --git a/docs/offline/reader/sqlserverreader.md b/docs/offline/reader/sqlserverreader.md new file mode 100644 index 0000000000..a3f2ac056e --- /dev/null +++ b/docs/offline/reader/sqlserverreader.md @@ -0,0 +1,469 @@ +# SqlServer Reader + + +## 一、插件名称 +名称：**sqlserverreader** + +## 二、支持的数据源版本 +**Microsoft SQL Server 2012及以后** + + +## 三、参数说明 + +- **jdbcUrl** + - 描述：使用开源的jtds驱动连接 而非Microsoft的官方驱动
jdbcUrl参考文档：[jtds驱动官方文档](http://jtds.sourceforge.net/faq.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3中格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` + + - 2.只指定字段名称： +``` +"column":["id","name"] +``` + + - 3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +** + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "sqlserverreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "sqlserverreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } +} +``` + +#### 3、指定customSql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "select * from kudu where id > 20", + "requestAccumulatorInterval": 2 + }, + "name" : "sqlserverreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } +} +``` + +#### 4、增量同步指定startLocation +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "increColumn": "id", + "startLocation": "20", + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "sqlserverreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint", + "key" : "id" + }, { + "name" : "user_id", + "type" : "bigint", + "key" : "user_id" + }, { + "name" : "name", + "type" : "varchar", + "key" : "name" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "polling": true, + "pollingInterval": 3000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "sqlserverreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } +} +``` diff --git a/docs/offline/reader/streamreader.md b/docs/offline/reader/streamreader.md new file mode 100644 index 0000000000..697571098a --- /dev/null +++ b/docs/offline/reader/streamreader.md @@ -0,0 +1,241 @@ +# Stream Reader + + +## 一、简介 +为了让用户能快速熟悉与使用，FlinkX提供了不需要数据库就能读取数据的Stream reader插件。
该插件利用了模拟数据的JMockData框架，能够根据给定的属性生成相应的随机数据，方便用户修改和调试。
+ + +## 二、插件名称 +名称：**streamreader** + + +### 三、参数说明 + +- **sliceRecordCount** + - 描述：每个通道生成的数据条数，不配置此参数或者配置为0，程序会持续生成数据，不会停止 + - 必选：否 + - 默认值：0 + + + +- **column** + - 描述：随机Java数据类型的字段信息 + - 格式：一组或多组描述"name"和"type"的json格式 + - 格式说明： +```json +{ + "name": "id", + "type": "int", + "value":"7" +} +``` + + - "name"属性为用户提供的标识，类似于mysql的列名，必须填写。 + - "tpye" 属性为需要生成的数据类型，可配置以下类型： + - id：从0开始步长为1的int类型自增ID + - int，integer + - byte + - boolean + - char，character + - short + - long + - float + - double + - date + - timestamp + - bigdecimal + - biginteger + - int[] + - byte[] + - boolean[] + - char[]，character[] + - short[] + - long[] + - float[] + - double[] + - string[] + - binary + - string：以上均不匹配时默认为string字符串 + - "value"属性为用户设定的输出值，可以不填。 + + + + +## 四、使用实例 + +#### 1、单通道构造100条数据 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、单通道无限构造数据 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["0"] + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、多通道构造数据，每个通道100条 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100","100"] + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 2, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/reader/teradatareader.md b/docs/offline/reader/teradatareader.md new file mode 100644 index 0000000000..c226ce3603 --- /dev/null +++ b/docs/offline/reader/teradatareader.md @@ -0,0 +1,216 @@ +# Teradata Reader + + +## 一、插件名称 +名称：**teradatareader**
+ +## 二、支持的数据源版本 +**Teradata 15.0及以上**
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：3000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定次参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3中格式 +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` + + - 2.只指定字段名称： +``` +"column":["id","name"] +``` + + - 3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + + + + +## 四、配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "username", + "password": "password", + "connection": [ + { + "jdbcUrl": [ + "jdbc:teradata://kudu3/testbase" + ], + "table": [ + "Employee" + ] + } + ], + "column": [ + { + "name": "EmployeeNo", + "type": "INTEGER" + }, + { + "name": "FirstName", + "type": "VARCHAR" + }, + { + "name": "LastName", + "type": "VARCHAR" + }, + { + "name": "DOB", + "type": "DATE" + }, + { + "name": "JoinedDate", + "type": "DATE" + }, + { + "name": "DepartmentNo", + "type": "BYTEINT" + } + ] + }, + "name": "teradatareader" + }, + + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/writer/carbondatawriter.md b/docs/offline/writer/carbondatawriter.md new file mode 100644 index 0000000000..2ad1b8e41e --- /dev/null +++ b/docs/offline/writer/carbondatawriter.md @@ -0,0 +1,139 @@ +# Carbondata Writer + + +## 一、插件名称 +名称：**carbondatawriter**
** + +## 二、支持的数据源版本 +**Carbondata 1.5及以上**
+ + +## 三、参数说明 + +- **path** + - 描述：carbondata表的存储路径 + - 必选：是 + - 默认值：无 + + + +- **table** + - 描述：carbondata表名 + - 必选：否 + - 默认值：无 + + + +- **database** + - 描述：carbondata库名 + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：所配置的表中需要同步的字段名列表 + - 必选：是 + - 默认值：无 + + + +- **hadoopConfig** + - 描述：集群HA模式时需要填写的namespace配置及其它配置 + - 必选：是 + - 默认值：无 + +
+ +- **defaultFS** + - 描述：Hadoop hdfs文件系统namenode节点地址 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：写入模式，支持append和overwrite + - 必填：否 + - 默认值：append + + + +- **partition** + - 描述：carbondata分区 + - 必填：否 + - 默认值：append + + + +- **batchSize** + - 描述：批量提交条数 + - 必填：否 + - 默认值：204800 + + + + +## 四、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "id" + }, { + "name" : "data", + "type" : "string" + } ], + "sliceRecordCount" : [ "100"] + }, + "name" : "streamreader" + }, + "writer" : { + "name": "carbondatawriter", + "parameter": { + "path": "hdfs://ns1/user/hive/warehouse/carbon.store1/sb/sb500", + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "rdos2:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "rdos1:9000", + "dfs.nameservices": "ns1" + }, + "defaultFS": "hdfs://ns1", + "table": "sb500", + "database": "sb", + "writeMode": "overwrite", + "column": ["a","b"], + "batchSize": 204800 + } + } ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 100 + }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + + diff --git a/docs/offline/writer/cassandrawriter.md b/docs/offline/writer/cassandrawriter.md new file mode 100644 index 0000000000..4a93d69050 --- /dev/null +++ b/docs/offline/writer/cassandrawriter.md @@ -0,0 +1,172 @@ +# Cassandra Writer + + +## 一、插件名称 +名称：**cassandrawriter**
+ +## 二、支持的数据源版本 +**Cassandra 3.0以以上**
+ +## 三、参数说明 + +- **host** + - 描述：数据库地址 + - 必选：是 + - 默认值：无 + + + +- **port** + - 描述：端口 + - 必选：否 + - 默认值：9042 + + + +- **username** + - 描述：用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：密码 + - 必选：否 + - 默认值：无 + + + +- **useSSL** + - 描述：数字证书 + - 必选：否 + - 默认值：false + + + +- **column** + - 描述：查询结果中被select出来的属性集合，为空则select * + - 必选：否 + - 默认值：无 + + + +- **keyspace** + - 描述：需要同步的表所在的keyspace + - 必选：是 + - 默认值：无 + + + +- **table** + - 描述：要查询的表 + - 必选：是 + - 默认值：无 + + + +- **batchSize** + - 描述：异步写入的批次大小 + - 必选：否 + - 默认值：1 + + + +- **asyncWrite** + - 描述：是否异步写入 + - 必选：否 + - 默认值：false + + + +- **connecttionsPerHost** + - 描述：分配给每个host的连接数 + - 必选：否 + - 默认值：8 + + + +- **maxPendingPerConnection** + - 描述：最多能建立的连接数 + - 必选：否 + - 默认值：128 + + + +- **consistancyLevel** + - 描述：数据一致性级别。可选`ONE`、`QUORUM`、`LOCAL_QUORUM`、`EACH_QUORUM`、`ALL`、`ANY`、`TWO`、`THREE`、`LOCAL_ONE` + - 必选：否 + - 默认值：无 + + + + +## 四、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "id", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "name": "cassandrawriterer", + "parameter": { + "host": "kudu3", + "port": 9042, + "username":"", + "password":"", + "useSSL":false, + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "cf1:id", + "type": "string" + } + ] + } + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + + diff --git a/docs/offline/writer/clickhousewriter.md b/docs/offline/writer/clickhousewriter.md new file mode 100644 index 0000000000..b6fc22df1c --- /dev/null +++ b/docs/offline/writer/clickhousewriter.md @@ -0,0 +1,159 @@ +# ClickHouse Writer + + +## 一、插件名称 +名称：**clickhousewriter**
+ +## 二、支持的数据源版本 +**ClickHouse 19.x及以上**
+ + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。 + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 语句，只支持insert操作 + - 必选：是 + - 所有选项：insert + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + +
** + +## 四、配置示例 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "age", + "type": "int" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "clickhousewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:clickhouse://0.0.0.1:8123/dtstack", + "table": [ + "tableTest" + ] + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT", + "key": "id" + }, + { + "name": "user_id", + "type": "BIGINT", + "key": "user_id" + }, + { + "name": "name", + "type": "varchar", + "key": "name" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + + diff --git a/docs/offline/writer/db2writer.md b/docs/offline/writer/db2writer.md new file mode 100644 index 0000000000..e7b66dd319 --- /dev/null +++ b/docs/offline/writer/db2writer.md @@ -0,0 +1,269 @@ +# DB2 Writer + + +## 一、插件名称 +名称：**db2writer**
** + +## 二、支持的数据源版本 +**DB2 9、10**
** + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者 `merge into`  语句 + - 必选：是 + - 所有选项：insert/update + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + + +- **updateKey** + - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 + - 注意： + - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； + - 必选：否 + - 默认值：无 + +** + +## 四、配置示例 + +#### 1、insert +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "sliceRecordCount": ["1"], + "column": [ + { + "name": "id", + "type": "int", + "value": "400" + }, + { + "name": "name", + "type": "string" + }, + { + "name": "dept", + "type": "int" + }, + { + "name": "job", + "type": "int" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "db2writer", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:db2://localhost:50000/sample", + "table": [ + "staff" + ] + }], + "username": "user", + "password": "password", + "column": [ + { + "name": "id", + "type": "SMALLINT", + "key": "id" + }, + { + "name": "name", + "type": "VARCHAR", + "key": "user_id" + }, + { + "name": "dept", + "type": "SMALLINT", + "key": "name" + },{ + "name": "job", + "type": "VARCHAR" + } + ], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 2、update +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "sliceRecordCount": ["1"], + "column": [ + { + "name": "id", + "type": "int", + "value": "400" + }, + { + "name": "name", + "type": "string" + }, + { + "name": "dept", + "type": "int" + }, + { + "name": "job", + "type": "int" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "db2writer", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:db2://localhost:50000/sample", + "table": [ + "staff" + ] + }], + "username": "user", + "password": "password", + "column": [ + { + "name": "id", + "type": "SMALLINT", + "key": "id" + }, + { + "name": "name", + "type": "VARCHAR", + "key": "user_id" + }, + { + "name": "dept", + "type": "SMALLINT", + "key": "name" + },{ + "name": "job", + "type": "VARCHAR" + } + ], + "writeMode": "update", + "updateKey": {"key": ["id"]}, + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + + diff --git a/docs/offline/writer/dmwriter.md b/docs/offline/writer/dmwriter.md new file mode 100644 index 0000000000..ec37a9f433 --- /dev/null +++ b/docs/offline/writer/dmwriter.md @@ -0,0 +1,233 @@ +# DM Writer + + +## 一、插件名称 +名称：**dmwriter** + +## 二、支持的数据源版本 +**DM7、DM8**
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者 `merge into` 语句 + - 必选：是 + - 所有选项：insert/update + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + + +- **updateKey** + - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 + - 注意： + - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； + - 必选：否 + - 默认值：无 + +** + +## 四、配置示例 + +#### 1、insert +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "age", + "type": "int" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "dmwriter", + "parameter": { + "username": "SYSDBA", + "password": "SYSDBA", + "connection": [ + { + "jdbcUrl": "jdbc:dm://localhost:5236", + "table": [ + "PERSON.STUDENT" + ] + } + ], + "session": [], + "preSql": [], + "postSql": [], + "writeMode": "insert", + "column": [ + { + "name": "ID", + "type": "int" + }, + { + "name": "AGE", + "type": "int" + } + ] + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 2、update +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "sliceRecordCount": ["1"], + "column": [ + { + "name": "int", + "type": "int", + "value": "3" + }, + { + "name": "age", + "type": "int", + "value": "3" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "dmwriter", + "parameter": { + "username": "SYSDBA", + "password": "SYSDBA", + "connection": [ + { + "jdbcUrl": "jdbc:dm://localhost:5236", + "table": [ + "PERSON.STUDENT" + ] + } + ], + "session": [], + "preSql": [], + "postSql": [], + "writeMode": "update", + "updateKey": {"key": ["ID"]}, + "column": [ + { + "name": "ID", + "type": "int" + }, + { + "name": "AGE", + "type": "int" + } + ] + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` diff --git a/docs/offline/writer/eswriter.md b/docs/offline/writer/eswriter.md new file mode 100644 index 0000000000..35029a6c80 --- /dev/null +++ b/docs/offline/writer/eswriter.md @@ -0,0 +1,180 @@ +# ElasticSearch Writer + + +## 一、插件名称 +名称：**eswriter**
+ +## 二、支持的数据源版本 +**Elasticsearch 6.X**
+ +## 三、参数说明
+ +- **address** + - 描述：Elasticsearch地址，单个节点地址采用host:port形式，多个节点的地址用逗号连接 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：Elasticsearch认证用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：Elasticsearch认证密码 + - 必选：否 + - 默认值：无 + + + +- **index** + - 描述：Elasticsearch 索引值 + - 必选：是 + - 默认值：无 + + + +- **type** + - 描述：Elasticsearch 索引类型 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：写入elasticsearch的若干个列，每列形式如下 +``` + { + "name": "列名", + "type": "列类型" + } +``` + + - 必选：是 + - 默认值：无 + + + +- **idColumns** + - 描述：用于构造文档id的若干个列，每列形式如下 + +普通列 +``` +{ + "index": 0, // 前面column属性中列的序号，从0开始 + "type": "string" 列的类型，默认为string +} +``` +常数列 +``` +{ + "value": "ffff", // 常数值 + "type": "string" // 常数列的类型，默认为string +} +``` + + - 必选：否 + - 注意： + - 如果不指定idColumns属性，则会随机产生文档id + - 如果指定的字段值存在重复或者指定了常数，按照es的逻辑，同样值的doc只会保留一份 + - 默认值：无 + + + +- **bulkAction** + - 描述：批量写入的记录条数 + - 必选：是 + - 默认值：100 + + + +- **timeout** + - 描述：连接超时时间，如果bulkAction指定的数值过大，写入数据可能会超时，这时可以配置超时时间 + - 必选：否 + - 默认值：无 + + + + +## 四、配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount": ["100"] + } + }, + "writer": { + "name": "eswriter", + "parameter": { + "address": "172.16.8.193:9200", + "username": "elastic", + "password": "abc123", + "index": "tudou", + "type": "doc", + "bulkAction": 100, + "timeout": 100, + "idColumn": [ + { + "index": 0, + "type": "integer" + } + ], + "column": [ + { + "name": "id", + "type": "integer" + }, + { + "name": "user_id", + "type": "integer" + }, + { + "name": "name", + "type": "string" + } + ] + } + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 0, + "percentage": 0 + }, + "speed": { + "bytes": 1048576, + "channel": 1 + } + } + } +} +``` diff --git a/docs/offline/writer/ftpwriter.md b/docs/offline/writer/ftpwriter.md new file mode 100644 index 0000000000..9b6995ef01 --- /dev/null +++ b/docs/offline/writer/ftpwriter.md @@ -0,0 +1,316 @@ +# FTP Writer + + +## 一、插件名称 +名称：**ftpwriter**
+ + +## 二、数据源版本 +| 协议 | 是否支持 | +| --- | --- | +| FTP | 支持 | +| SFTP | 支持 | + + + + +## 三、数据源配置 +FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/92046.html?spm=a2c4g.11186623.6.1185.6371dcd5DOfc5z)
linux：[地址](https://help.aliyun.com/document_detail/92048.html?spm=a2c4g.11186623.6.1184.7a9a2dbcRLDNlf)
sftp服务搭建
windows：[地址](http://www.freesshd.com/)
linux：[地址](https://yq.aliyun.com/articles/435356?spm=a2c4e.11163080.searchblog.102.576f2ec1BVgWY7)
+ + +## 四、参数说明 + +- **protocol** + - 描述：ftp服务器协议，目前支持传输协议有`ftp`、`sftp` + - 必选：是 + - 默认值：无 + + + +- **host** + - 描述：ftp服务器地址 + - 必选：是 + - 默认值：无 + + + +- **port** + - 描述：ftp服务器端口 + - 必选：否 + - 默认值：若传输协议是sftp协议，默认值是22；若传输协议是标准ftp协议，默认值是21 + + + +- **connectPattern** + - 描述：协议为ftp时的连接模式，可选`pasv`，`port`，参数含义可参考：[模式说明](https://blog.csdn.net/qq_16038125/article/details/72851142) + - 必选：否 + - 默认值：`PASV` + + + +- **username** + - 描述：ftp服务器访问用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：ftp服务器访问密码 + - 必选：否 + - 默认值：无 + + + +- **path** + - 描述：远程FTP文件系统的路径信息，注意这里可以支持填写多个路径 + - 必选：是 + - 默认值：无 + + + +- **fieldDelimiter** + - 描述：读取的字段分隔符 + - 必选：是 + - 默认值：`,` + + + +- **encoding** + - 描述：读取文件的编码配置 + - 必选：否 + - 默认值：`UTF-8` + + + +- **privateKeyPath** + - 描述：私钥文件路径 + - 必选：否 + - 默认值：无 + +
+ +- **writeMode** + - 描述：ftpwriter写入前数据清理处理模式： + - append：追加 + - overwrite：覆盖 + - 注意：overwrite模式时会删除dtp当前目录下的所有文件 + - 必选：否 + - 默认值：append + + + +- **isFirstLineHeader** + - 描述：首行是否为标题行，如果是则不读取第一行 + - 必选：否 + - 默认值：false + + + +- **timeout** + - 描述：连接超时时间，单位毫秒 + - 必选：否 + - 默认值：5000 + + + +- **maxFileSize** + - 描述：写入hdfs单个文件最大大小，单位字节 + - 必须：否 + - 默认值：1073741824‬（1G） + + + +- **column** + - 描述：需要读取的字段 + - 格式：指定具体信息： +```json +"column": [{ + "name": "col1", + "type": "datetime" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，ftp读取的为文本文件，本质上都是字符串类型，这里可以指定要转成的类型 + - 必选：是 + - 默认值：无 + + + + +## 五、使用示例 + +#### 1、append模式写入 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "col1", + "type": "string" + }, + { + "name": "col2", + "type": "string" + }, + { + "name": "col3", + "type": "int" + }, + { + "name": "col4", + "type": "int" + } + ], + "sliceRecordCount": [ + "100" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "path": "/data/ftp/flinkx", + "protocol": "sftp", + "port": 22, + "writeMode": "append", + "host": "localhost", + "column": [ + { + "name": "col1", + "type": "string" + }, + { + "name": "col2", + "type": "string" + }, + { + "name": "col3", + "type": "int" + }, + { + "name": "col4", + "type": "int" + } + ], + "password": "pass", + "fieldDelimiter": ",", + "encoding": "utf-8", + "username": "user" + }, + "name": "ftpwriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + +#### 2、指定文件大小 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "col1", + "type": "string" + }, + { + "name": "col2", + "type": "string" + }, + { + "name": "col3", + "type": "int" + }, + { + "name": "col4", + "type": "int" + } + ], + "sliceRecordCount": [ + "0" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "path": "/data/ftp/flinkx", + "protocol": "sftp", + "port": 22, + "writeMode": "append", + "host": "localhost", + "column": [ + { + "name": "col1", + "type": "string" + }, + { + "name": "col2", + "type": "string" + }, + { + "name": "col3", + "type": "int" + }, + { + "name": "col4", + "type": "int" + } + ], + "password": "pass", + "fieldDelimiter": ",", + "encoding": "utf-8", + "username": "user", + "maxFileSize" : 5242880 + }, + "name": "ftpwriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + + diff --git a/docs/offline/writer/gbasewriter.md b/docs/offline/writer/gbasewriter.md new file mode 100644 index 0000000000..e1ed14c344 --- /dev/null +++ b/docs/offline/writer/gbasewriter.md @@ -0,0 +1,211 @@ +# GBase Writer + + +## 一、插件名称 +名称：**gbasewriter**
+ +## 二、支持的数据源版本 + +#### Gbase 8A + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者` merge into` 语句 + - 必选：是 + - 所有选项：insert/update + - 默认值：insert + + + +- **updateKey** + - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 + - 注意： + - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； + - 必选：否 + - 默认值：无 + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + +** + +## 四、配置示例 + +#### 1、insert
+```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "age", + "type": "int" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "gbasewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:gbase://0.0.0.1:5258/dtstack", + "table": [ + "tableTest" + ] + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "INT" + }, + { + "name": "age", + "type": "INT" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 2、update +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "age", + "type": "int" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "gbasewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:gbase://0.0.0.1:5258/dtstack", + "table": [ + "tableTest" + ] + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "INT" + }, + { + "name": "age", + "type": "INT" + }], + "writeMode": "update", + "batchSize": 1024, + "updateKey": {"key": ["id"]}, + "preSql": [], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` diff --git a/docs/offline/writer/hbasewriter.md b/docs/offline/writer/hbasewriter.md new file mode 100644 index 0000000000..3429e34bea --- /dev/null +++ b/docs/offline/writer/hbasewriter.md @@ -0,0 +1,209 @@ +# HBase Writer + + +## 一、插件名称 +名称：**hbasewriter**
+ +## 二、支持的数据源版本 +**HBase 1.3及以上**
+ +## 三、参数说明 + +- **tablename** + - 描述：hbase表名 + - 必选：是 + - 默认值：无 + + + +- **hbaseConfig** + - 描述：hbase的连接配置，以json的形式组织 (见hbase-site.xml)，key可以为以下七种： + +Kerberos；
hbase.security.authentication；
hbase.security.authorization；
hbase.master.kerberos.principal；
hbase.master.keytab.file；
hbase.regionserver.keytab.file；
hbase.regionserver.kerberos.principal + + - 必选：是 + - 默认值：无 + + + +- **nullMode** + - 描述：读取的null值时，如何处理。支持两种方式： + - skip：表示不向hbase写这列； + - empty：写入HConstants.EMPTY_BYTE_ARRAY，即new byte [0] + - 必选：否 + - 默认值：skip + + + +- **encoding** + - 描述：字符编码 + - 必选：无 + - 默认值：UTF-8 + +
+ +- **walFlag** + - 描述：在HBae client向集群中的RegionServer提交数据时（Put/Delete操作），首先会先写WAL（Write Ahead Log）日志（即HLog，一个RegionServer上的所有Region共享一个HLog），只有当WAL日志写成功后，再接着写MemStore，然后客户端被通知提交数据成功；如果写WAL日志失败，客户端则被通知提交失败。关闭（false）放弃写WAL日志，从而提高数据写入的性能 + - 必选：否 + - 默认值：false + + + +- **writeBufferSize** + - 描述：设置HBae client的写buffer大小，单位字节。配合autoflush使用。autoflush，开启（true）表示Hbase client在写的时候有一条put就执行一次更新；关闭（false），表示Hbase client在写的时候只有当put填满客户端写缓存时，才实际向HBase服务端发起写请求 + - 必选：否 + - 默认值：8388608（8M） + + + +- **scanCacheSize** + - 描述：一次RPC请求批量读取的Results数量 + - 必选：无 + - 默认值：256 + + + +- **scanBatchSize** + - 描述：每一个result中的列的数量 + - 必选：无 + - 默认值：100 + + + +- **column** + - 描述：要读取的hbase字段，normal 模式与multiVersionFixedColumn 模式下必填项。 + - name：指定读取的hbase列，除了rowkey外，必须为 列族:列名 的格式； + - type：指定源数据的类型，format指定日期类型的格式，value指定当前类型为常量，不从hbase读取数据，而是根据value值自动生成对应的列。 + - 必选：是 + - 默认值：无 + + + +- **rowkeyColumn** + - 描述：用于构造rowkey的描述信息，支持两种格式，每列形式如下 + - 字符串格式 +
字符串格式为：$(cf:col)，可以多个字段组合：$(cf:col1)_$(cf:col2)， +
可以使用md5函数：md5($(cf:col)) + - 数组格式 + - 普通列 +``` +{ + "index": 0, // 该列在column属性中的序号，从0开始 + "type": "string" 列的类型，默认为string +} +``` + + - 常数列 +``` +{ + "value": "ffff", // 常数值 + "type": "string" // 常数列的类型，默认为string +} +``` + + - 必选：否 +
如果不指定idColumns属性，则会随机产生文档id + - 默认值：无 + + + +- **versionColumn** + - 描述：指定写入hbase的时间戳。支持：当前时间、指定时间列，指定时间，三者选一。若不配置表示用当前时间。index：指定对应reader端column的索引，从0开始，需保证能转换为long,若是Date类型，会尝试用yyyy-MM-dd HH:mm:ss和yyyy-MM-dd HH:mm:ss SSS去解析；若不指定index；value：指定时间的值,类型为字符串。配置格式如下： +``` +"versionColumn":{ +"index":1 +} +``` + + -
或者 +``` +"versionColumn":{ +"value":"123456789" +} +``` + +
+ + +## 三、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "name": "hbasewriter", + "parameter": { + "hbaseConfig": { + "hbase.zookeeper.property.clientPort": "2181", + "hbase.rootdir": "hdfs://ns1/hbase", + "hbase.cluster.distributed": "true", + "hbase.zookeeper.quorum": "node01,node02,node03", + "zookeeper.znode.parent": "/hbase" + }, + "table": "tb1", + "rowkeyColumn": "col1#col2", + "column": [ + { + "name": "cf1:id", + "type": "int" + }, + { + "name": "cf1:user_id", + "type": "int" + }, + { + "name": "cf1:name", + "type": "string" + } + ] + } + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +
+ diff --git a/docs/offline/writer/hdfswriter.md b/docs/offline/writer/hdfswriter.md new file mode 100644 index 0000000000..97390a0a3d --- /dev/null +++ b/docs/offline/writer/hdfswriter.md @@ -0,0 +1,389 @@ +# HDFS Writer + + +## 一、插件名称 +名称：**hdfswriter**
+ + +## 二、数据源版本 +| 协议 | 是否支持 | +| --- | --- | +| Hadoop 2.x | 支持 | +| Hadoop 3.x | 支持 | + + + + +## 三、数据源配置 +单机模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/SingleCluster.html)
集群模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/ClusterSetup.html)
+ + +## 四、参数说明 + +- **defaultFS** + - 描述：Hadoop hdfs文件系统namenode节点地址。格式：hdfs://ip:端口；例如：hdfs://127.0.0.1:9 + - 必选：是 + - 默认值：无 + + + +- **hadoopConfig** + - 描述：集群HA模式时需要填写的namespace配置及其它配置 + - 必选：否 + - 默认值：无 + + + +- **path** + - 描述：数据文件的路径 + - 必选：是 + - 默认值：无 + + + +- **filterRegex** + - 描述：文件过滤正则表达式 + - 必选：否 + - 默认值：无 + + + +- **fileType** + - 描述：文件的类型，目前只支持用户配置为`text`、`orc`、`parquet` + - text：textfile文件格式 + - orc：orcfile文件格式 + - parquet：parquet文件格式 + - 必选：否 + - 默认值：text + + + +- **fieldDelimiter** + - 描述：`fileType`为`text`时字段的分隔符 + - 必选：否 + - 默认值：`\001` + + + +- **encoding** + - 描述：`fileType`为`text`时可配置编码格式 + - 必选：否 + - 默认值：UTF-8 + + + +- **maxFileSize** + - 描述：写入hdfs单个文件最大大小，单位字节 + - 必须：否 + - 默认值：1073741824‬（1G） + + + +- **compress** + - 描述：hdfs文件压缩类型，默认不填写意味着没有压缩 + - text：支持`GZIP`、`BZIP2`格式 + - orc：支持`SNAPPY`、`GZIP`、`BZIP`、`LZ4`格式 + - parquet：支持`SNAPPY`、`GZIP`、`LZO` + - 注意：`SNAPPY`格式需要用户安装**SnappyCodec** + - 必选：否 + - 默认值：无 + + + +- **compress** + - 描述：hdfs文件压缩类型，默认不填写意味着没有压缩 + - text：支持`GZIP`、`BZIP2`格式 + - orc：支持`SNAPPY`、`GZIP`、`BZIP`、`LZ4`格式 + - parquet：支持`SNAPPY`、`GZIP`、`LZO` + - 注意：`SNAPPY`格式需要用户安装**SnappyCodec** + - 必选：否 + - 默认值：无 + + + +- **fileName** + - 描述：写入的目录名称 + - 必须：否 + - 默认值：无 + + + +- **writeMode** + - 描述：hdfswriter写入前数据清理处理模式： + - append：追加 + - overwrite：覆盖 + - 注意：overwrite模式时会删除hdfs当前目录下的所有文件 + - 必选：否 + - 默认值：append + + + +- **column** + - 描述：需要读取的字段。 + - 格式：指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - 必选：是 + - 默认值：无 + + + + +## 五、使用示例 + +#### 1、写入text文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "col1", + "type": "string" + }, + { + "name": "col2", + "type": "string" + }, + { + "name": "col3", + "type": "int" + }, + { + "name": "col4", + "type": "int" + } + ], + "sliceRecordCount": [ + "100" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "path": "hdfs://ns1/flinkx/text", + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", + "dfs.nameservices": "ns1" + }, + "column": [ + { + "name": "col1", + "index": 0, + "type": "string" + }, + { + "name": "col2", + "index": 1, + "type": "string" + }, + { + "name": "col3", + "index": 2, + "type": "int" + }, + { + "name": "col4", + "index": 3, + "type": "int" + } + ], + "fieldDelimiter": ",", + "fileType": "text", + "writeMode": "append" + }, + "name": "hdfswriter" + } + } + ], + "setting": { + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + +#### 2、写入orc文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "col1", + "type": "string" + }, + { + "name": "col2", + "type": "string" + }, + { + "name": "col3", + "type": "int" + }, + { + "name": "col4", + "type": "int" + } + ], + "sliceRecordCount": [ + "100" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "path": "hdfs://ns1/flinkx/text", + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", + "dfs.nameservices": "ns1" + }, + "column": [ + { + "name": "col1", + "index": 0, + "type": "string" + }, + { + "name": "col2", + "index": 1, + "type": "string" + }, + { + "name": "col3", + "index": 2, + "type": "int" + }, + { + "name": "col4", + "index": 3, + "type": "int" + } + ], + "fileType": "orc", + "writeMode": "append" + }, + "name": "hdfswriter" + } + } + ], + "setting": { + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + +#### 3、写入parquet文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "col1", + "type": "string" + }, + { + "name": "col2", + "type": "string" + }, + { + "name": "col3", + "type": "int" + }, + { + "name": "col4", + "type": "int" + } + ], + "sliceRecordCount": [ + "100" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "path": "hdfs://ns1/flinkx/text", + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", + "dfs.nameservices": "ns1" + }, + "column": [ + { + "name": "col1", + "index": 0, + "type": "string" + }, + { + "name": "col2", + "index": 1, + "type": "string" + }, + { + "name": "col3", + "index": 2, + "type": "int" + }, + { + "name": "col4", + "index": 3, + "type": "int" + } + ], + "fileType": "parquet", + "writeMode": "append" + }, + "name": "hdfswriter" + } + } + ], + "setting": { + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` + + diff --git a/docs/offline/writer/hivewriter.md b/docs/offline/writer/hivewriter.md new file mode 100644 index 0000000000..49c9842da8 --- /dev/null +++ b/docs/offline/writer/hivewriter.md @@ -0,0 +1,369 @@ +# Hive Writer + + +## 一、插件名称 +名称：**hivewriter**
+ +## 二、支持的数据源版本 +**Hive 2.X**
+ +## 三、参数说明
+ +- **jdbcUrl** + - 描述：连接Hive JDBC的字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：Hive认证用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：Hive认证密码 + - 必选：否 + - 默认值：无 + + + +- **fileType** + - 描述：文件的类型，目前只支持用户配置为`text`、`orc`、`parquet` + - text：textfile文件格式 + - orc：orcfile文件格式 + - parquet：parquet文件格式 + - 必选：是 + - 默认值：无 + + + +- **fieldDelimiter** + - 描述：hivewriter中`fileType`为`text`时字段的分隔符， + - 注意：用户需要保证与创建的Hive表的字段分隔符一致，否则无法在Hive表中查到数据 + - 必选：是 + - 默认值：`\u0001` + + + +- **writeMode** + - 描述：hivewriter写入前数据清理处理模式： + - append：追加 + - overwrite：覆盖 + - 注意：overwrite模式时会删除Hive当前分区下的所有文件 + - 必选：否 + - 默认值：append + + + +- **compress** + - 描述：hdfs文件压缩类型，默认不填写意味着没有压缩 + - text：支持`GZIP`、`BZIP2`格式 + - orc：支持`SNAPPY`、`GZIP`、`BZIP`、`LZ4`格式 + - parquet：支持`SNAPPY`、`GZIP`、`LZO` + - 注意：`SNAPPY`格式需要用户安装**SnappyCodec** + - 必选：否 + - 默认值：无 + + + +- **charsetName** + - 描述：写入text文件的编码配置 + - 必选：否 + - 默认值：UTF-8 + + + +- **maxFileSize** + - 描述：写入hdfs单个文件最大大小，单位字节 + - 必须：否 + - 默认值：1073741824‬（1G） + + + +- **tablesColumn** + - 描述：写入hive表的表结构信息，**若表不存在则会自动建表**。示例： +```json +{ + "kudu":[ + { + "key":"id", + "type":"int" + }, + { + "key":"user_id", + "type":"int" + }, + { + "key":"name", + "type":"string" + } + ] +} +``` + + - 必选：是 + - 默认值：无 + + + +- **partition** + - 描述：分区字段名称 + - 必选：是 + - 默认值：`pt` + + + +- **partitionType** + - 描述：分区类型，包括 DAY、HOUR、MINUTE三种。**若分区不存在则会自动创建，自动创建的分区时间以当前任务运行的服务器时间为准** + - DAY：天分区，分区示例：pt=202000101 + - HOUR：小时分区，分区示例：pt=2020010110 + - MINUTE：分钟分区，分区示例：pt=202001011027 + - 必选：是 + - 默认值：无 + + + +- **defaultFS** + - 描述：Hadoop hdfs文件系统namenode节点地址。格式：hdfs://ip:端口；例如：hdfs://127.0.0.1:9 + - 必选：是 + - 默认值：无 + + + +- **hadoopConfig** + - 描述：集群HA模式时需要填写的namespace配置及其它配置 + - 必选：否 + - 默认值：无 + + + + +## 四、配置示例 + +#### 1、写入text +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount": ["100"] + } + }, + "writer": { + "name" : "hivewriter", + "parameter" : { + "jdbcUrl" : "jdbc:hive2://kudu3:10000/tudou", + "username" : "", + "password" : "", + "fileType" : "text", + "fieldDelimiter" : "\u0001", + "writeMode" : "overwrite", + "compress" : "", + "charsetName" : "UTF-8", + "maxFileSize" : 1073741824, + "tablesColumn" : "{\"kudu\":[{\"key\":\"id\",\"type\":\"int\"},{\"key\":\"user_id\",\"type\":\"int\"},{\"key\":\"name\",\"type\":\"string\"}]}", + "partition" : "pt", + "partitionType" : "DAY", + "defaultFS" : "hdfs://ns1", + "hadoopConfig" : { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2" : "kudu2:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "kudu1:9000", + "dfs.nameservices" : "ns1", + "fs.hdfs.impl.disable.cache" : "true", + "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" + } + } + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 0, + "percentage": 0 + }, + "speed": { + "bytes": 1048576, + "channel": 1 + } + } + } +} +``` + +#### 2、写入orc +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount": ["100"] + } + }, + "writer": { + "name" : "hivewriter", + "parameter" : { + "jdbcUrl" : "jdbc:hive2://kudu3:10000/tudou", + "username" : "", + "password" : "", + "fileType" : "orc", + "fieldDelimiter" : "", + "writeMode" : "overwrite", + "compress" : "GZIP", + "charsetName" : "UTF-8", + "maxFileSize" : 1073741824, + "tablesColumn" : "{\"kudu\":[{\"key\":\"id\",\"type\":\"int\"},{\"key\":\"user_id\",\"type\":\"int\"},{\"key\":\"name\",\"type\":\"string\"}]}", + "partition" : "pt", + "partitionType" : "DAY", + "defaultFS" : "hdfs://ns1", + "hadoopConfig" : { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2" : "kudu2:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "kudu1:9000", + "dfs.nameservices" : "ns1", + "fs.hdfs.impl.disable.cache" : "true", + "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" + } + } + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 0, + "percentage": 0 + }, + "speed": { + "bytes": 1048576, + "channel": 1 + } + } + } +} +``` + +#### 3、写入parquet +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount": ["100"] + } + }, + "writer": { + "name" : "hivewriter", + "parameter" : { + "jdbcUrl" : "jdbc:hive2://kudu3:10000/tudou", + "username" : "", + "password" : "", + "fileType" : "parquet", + "fieldDelimiter" : "", + "writeMode" : "overwrite", + "compress" : "SNAPPY", + "charsetName" : "UTF-8", + "maxFileSize" : 1073741824, + "tablesColumn" : "{\"kudu\":[{\"key\":\"id\",\"type\":\"int\"},{\"key\":\"user_id\",\"type\":\"int\"},{\"key\":\"name\",\"type\":\"string\"}]}", + "partition" : "pt", + "partitionType" : "DAY", + "defaultFS" : "hdfs://ns1", + "hadoopConfig" : { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2" : "kudu2:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "kudu1:9000", + "dfs.nameservices" : "ns1", + "fs.hdfs.impl.disable.cache" : "true", + "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" + } + } + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 0, + "percentage": 0 + }, + "speed": { + "bytes": 1048576, + "channel": 1 + } + } + } +} +``` diff --git a/docs/offline/writer/kuduwriter.md b/docs/offline/writer/kuduwriter.md new file mode 100644 index 0000000000..8bba48abf3 --- /dev/null +++ b/docs/offline/writer/kuduwriter.md @@ -0,0 +1,194 @@ +# Kudu Writer + + +## 一、插件名称 +名称：**kuduwriter**
+ +## 二、支持的数据源版本 +**kudu 1.10及以上**
+ + +## 三、参数说明 + +- **column** + - 描述：需要生成的字段 + - 属性说明: + - name：字段名称； + - type：字段类型； + - 必选：是 + - 默认值：无 + + + +- **masterAddresses** + - 描述： master节点地址:端口，多个以,隔开 + - 必选：是 + - 默认值：无 + + + +- **table** + - 描述： kudu表名 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述： kudu数据写入模式： + - 1、insert + - 2、update + - 3、upsert + - 必选：是 + - 默认值：无 + + + +- **flushMode** + - 描述： kudu session刷新模式： + - 1、auto_flush_sync + - 2、auto_flush_background + - 3、manual_flush + - 必选：否 + - 默认值：auto_flush_sync + + + +- **batchInterval** + - 描述： 单次批量写入数据条数 + - 必选：否 + - 默认值：1 + + + +- **authentication** + - 描述： 认证方式，如:Kerberos + - 必选：否 + - 默认值：无 + + + +- **principal** + - 描述： 用户名。 + - 必选：否 + - 默认值：无 + + + +- **keytabFile** + - 描述： keytab文件路径 + - 必选：否 + - 默认值：无 + + + +- **workerCount** + - 描述： worker线程数 + - 必选：否 + - 默认值：默认为cpu*2 + + + +- **bossCount** + - 描述： boss线程数 + - 必选：否 + - 默认值：1 + + + +- **operationTimeout** + - 描述： 普通操作超时时间 + - 必选：否 + - 默认值：30000 + + + +- **adminOperationTimeout** + - 描述： 管理员操作(建表，删表)超时时间 + - 必选：否 + - 默认值：30000 + + + +- **queryTimeout** + - 描述： 连接scan token的超时时间 + - 必选：否 + - 默认值：与operationTimeout一致 + + + +- **batchSizeBytes** + - 描述： kudu scan一次性最大读取字节数 + - 必选：否 + - 默认值：1048576 + + + + +## 四、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "id" + }, { + "name" : "data", + "type" : "string" + } ], + "sliceRecordCount" : [ "100"] + }, + "name" : "streamreader" + }, + "writer" : { + "parameter": { + "column": [ + { + "name": "id", + "type": "long" + } + ], + "masterAddresses": "kudu1:7051,kudu2:7051,kudu3:7051", + "table": "kudu", + "writeMode": "insert", + "flushMode": "manual_flush", + "batchInterval": 10000, + "authentication": "", + "principal": "", + "keytabFile": "", + "workerCount": 2, + "bossCount": 1, + "operationTimeout": 30000, + "adminOperationTimeout": 30000, + "queryTimeout": 30000, + "batchSizeBytes": 1048576 + } + } + } ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 100 + }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/writer/mongodbwriter.md b/docs/offline/writer/mongodbwriter.md new file mode 100644 index 0000000000..fc49b2cd74 --- /dev/null +++ b/docs/offline/writer/mongodbwriter.md @@ -0,0 +1,309 @@ +# MongoDB Writer + + +## 一、插件名称 +名称：**mongodbwriter**
+ +## 二、支持的数据源版本 +**MongoDB 3.4及以上**
+ +## 三、参数说明
+ +- **url** + - 描述：MongoDB数据库连接的URL字符串，详细请参考[MongoDB官方文档](https://docs.mongodb.com/manual/reference/connection-string/) + - 必选：否 + - 默认值：无 + + + +- **hostPorts** + - 描述：MongoDB的地址和端口，格式为 IP1:port，可填写多个地址，以英文逗号分隔 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：否 + - 默认值：无 + + + +- **database** + - 描述：数据库名称 + - 必选：否 + - 默认值：无 + + + +- **collectionName** + - 描述：集合名称 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：MongoDB 的文档列名，配置为数组形式表示 MongoDB 的多个列 + - name：Column 的名字 + - type：Column 的类型 + - splitter：特殊分隔符，当且仅当要处理的字符串要用分隔符分隔为字符数组 Array 时，才使用这个参数。通过这个参数指定的分隔符，将字符串分隔存储到 MongoDB 的数组中 + - 必选：是 + - 默认值：无 + + + +- **replaceKey** + - 描述：replaceKey 指定了每行记录的业务主键，用来做覆盖时使用（不支持 replaceKey为多个键，一般是指Monogo中的主键） + - 必选：否 + - 默认值：无 + + + +- **writeMode** + - 描述：写入模式，当 batchSize > 1 时不支持 replace 和 update 模式 + - 必选：是 + - 所有选项：insert/replace/update + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与MongoDB的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1 + + + + +## 四、配置示例 + +#### 1、insert +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "column" : [ { + "name" : "terminal_id", + "type" : "id" + }, { + "name" : "longitude", + "type" : "double" + }, { + "name" : "latitude", + "type" : "double" + }, { + "name" : "created_at", + "type" : "date" + } ], + "sliceRecordCount" : [ "100"] + }, + "name" : "streamreader" + }, + "writer" : { + "parameter" : { + "url": "mongodb://root:admin@kudu4:27017/admin?authSource=admin", + "collectionName" : "tudou", + "column" : [ { + "name" : "terminal_id", + "type" : "int" + }, { + "name" : "longitude", + "type" : "double" + }, { + "name" : "latitude", + "type" : "double" + }, { + "name" : "created_at", + "type" : "date" + } ], + "writeMode": "insert", + "batchSize": 100 + }, + "name" : "mongodbwriter" + } + } ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 100 + }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、update +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "column" : [ { + "name" : "terminal_id", + "type" : "id" + }, { + "name" : "longitude", + "type" : "double", + "value": 1.0 + }, { + "name" : "latitude", + "type" : "double", + "value": 2.0 + }, { + "name" : "created_at", + "type" : "date" + } ], + "sliceRecordCount" : [ "100"] + }, + "name" : "streamreader" + }, + "writer" : { + "parameter" : { + "url": "mongodb://root:admin@kudu4:27017/admin?authSource=admin", + "collectionName" : "tudou", + "column" : [ { + "name" : "terminal_id", + "type" : "int" + }, { + "name" : "longitude", + "type" : "double" + }, { + "name" : "latitude", + "type" : "double" + }, { + "name" : "created_at", + "type" : "date" + } ], + "writeMode": "update", + "replaceKey": "terminal_id", + "batchSize": 1 + }, + "name" : "mongodbwriter" + } + } ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 100 + }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、replace +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "column" : [ { + "name" : "terminal_id", + "type" : "id" + }, { + "name" : "longitude", + "type" : "double", + "value": 1.0 + }, { + "name" : "latitude", + "type" : "double", + "value": 3.0 + }, { + "name" : "created_at", + "type" : "date" + } ], + "sliceRecordCount" : [ "100"] + }, + "name" : "streamreader" + }, + "writer" : { + "parameter" : { + "url": "mongodb://root:admin@kudu4:27017/admin?authSource=admin", + "collectionName" : "tudou", + "column" : [ { + "name" : "terminal_id", + "type" : "int" + }, { + "name" : "longitude", + "type" : "double" + }, { + "name" : "latitude", + "type" : "double" + }, { + "name" : "created_at", + "type" : "date" + } ], + "writeMode": "replace", + "replaceKey": "terminal_id", + "batchSize": 1 + }, + "name" : "mongodbwriter" + } + } ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 100 + }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/writer/mysqlwriter.md b/docs/offline/writer/mysqlwriter.md new file mode 100644 index 0000000000..c7342458cb --- /dev/null +++ b/docs/offline/writer/mysqlwriter.md @@ -0,0 +1,305 @@ +# MySQL Writer + + +## 一、插件名称 +名称：**mysqlwriter**
+ +## 二、支持的数据源版本 +**MySQL 5.X**
+ +## 三、参数说明
+ +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 + - 必选：是 + - 所有选项：insert/replace/update + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + + +- **updateKey** + - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 + - 注意： + - 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； + - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； + - 必选：否 + - 默认值：无 + + + + +## 四、配置示例 + +#### 1、insert +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "mysqlwriter", + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", + "table": ["kudu"] + } + ], + "preSql": ["truncate table kudu;"], + "postSql": ["update kudu set user_id = 1;"], + "writeMode": "insert", + "column": ["id","user_id","name"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、update +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "mysqlwriter", + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", + "table": ["kudu"] + } + ], + "preSql": [], + "postSql": [], + "writeMode": "update", + "updateKey": {"key": ["id"]}, + "column": ["id","user_id","name"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、replace +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "mysqlwriter", + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", + "table": ["kudu"] + } + ], + "preSql": [], + "postSql": [], + "writeMode": "replace", + "updateKey": {"key": ["id"]}, + "column": ["id","user_id","name"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + + diff --git a/docs/offline/writer/odpswriter.md b/docs/offline/writer/odpswriter.md new file mode 100644 index 0000000000..64e14e4c4e --- /dev/null +++ b/docs/offline/writer/odpswriter.md @@ -0,0 +1,118 @@ +# ODPS Writer + + +## 一、插件名称 +名称：**odpswriter**
+ +## 二、参数说明 + +- **odpsConfig** + - 描述：ODPS系统配置参数，包含以下参数 + - accessId：ODPS系统登录ID + - accessKey：ODPS系统登录Key + - project：读取数据表所在的 ODPS 项目名称（大小写不敏感） + - packageAuthorizedProject：ODPS认证项目，不填默认为project值 + - accountType：ODPS账户类型，默认为aliyun + - odpsServer：ODPS服务URL，默认为[http://service.odps.aliyun.com/api](http://service.odps.aliyun.com/api) + - 必选：是 + - 默认值：无 + + + +- **table** + - 描述：读取数据表的表名称（大小写不敏感） + - 必选：是 + - 默认值：无 + + +
+ +- **partition** + - 描述：需要写入数据表的分区信息，必须指定到最后一级分区。把数据写入一个三级分区表，必须配置到最后一级分区，例如pt=20150101/type＝1/biz=2。 + - 必选：**如果是分区表，该选项必填，如果非分区表，该选项不可填写。** + - 默认值：空 + + +
+ +- **column** + - 描述：需要导入的字段列表，当导入全部字段时，可以配置为"column": ["*"], 当需要插入部分odps列填写部分列，例如"column": ["id", "name"]。ODPSWriter支持列筛选、列换序，例如表有a,b,c三个字段，用户只同步c,b两个字段。可以配置成["c","b"], 在导入过程中，字段a自动补空，设置为null。 + - 必选：否 + - 默认值：无 + + +
+ +- **writeMode** + - 描述：写入模式，支持append和overwrite + - 必填：否 + - 默认值：append + + + +- **bufferSize** + - 描述：写入缓存大小，单位兆，odps写入数据时会先缓存，达到一定值后才会写入数据，如果写入数据时出现内存溢出，可以降低此参数的值。 + - 必填：否 + - 默认值：64 + + + + +## 三、配置示例 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "column" : [ { + "name" : "data", + "type" : "string" + } ], + "sliceRecordCount" : [ "100"] + }, + "name" : "streamreader" + }, + "writer" : { + "name": "odpswriter", + "parameter": { + "odpsConfig": { + "accessId": "${odps.accessId}", + "accessKey": "${odps.accessKey}", + "project": "${odps.project}" + }, + "table": "tableTest", + "partition": "pt='xx'", + "writeMode": "append", + "bufferSize": 64, + "column": [{ + "name": "col1", + "type": "string" + }] + } + } + } ], + "setting" : { + "restore" : { + "maxRowNumForCheckpoint" : 0, + "isRestore" : false, + "restoreColumnName" : "", + "restoreColumnIndex" : 0 + }, + "errorLimit" : { + "record" : 100 + }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/writer/oraclewriter.md b/docs/offline/writer/oraclewriter.md new file mode 100644 index 0000000000..3161b3dd3d --- /dev/null +++ b/docs/offline/writer/oraclewriter.md @@ -0,0 +1,230 @@ +# Oracle Writer + + +## 一、插件名称 +名称：**oraclewriter**
+ +## 二、支持的数据源版本 +**Oracle 9 及以上**
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 + - 必选：是 + - 所有选项：insert/update + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + + +- **updateKey** + - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 + - 注意： + - 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； + - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； + - 必选：否 + - 默认值：无 + +** + +## 四、配置示例 + +#### 1、insert +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "oraclewriter", + "parameter": { + "username": "tudou", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:oracle:thin:@kudu5:1521:helowin", + "table": ["TUDOU.KUDU"] + } + ], + "preSql": ["delete from TUDOU.KUDU"], + "postSql": ["update TUDOU.KUDU set USER_ID = 1"], + "writeMode": "insert", + "column": ["ID","USER_ID","NAME"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、update +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "oraclewriter", + "parameter": { + "username": "tudou", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:oracle:thin:@kudu5:1521:helowin", + "table": ["TUDOU.KUDU"] + } + ], + "preSql": [], + "postSql": [], + "writeMode": "update", + "updateKey": {"key": ["ID"]}, + "column": ["ID","USER_ID","NAME"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/writer/phoenixwriter.md b/docs/offline/writer/phoenixwriter.md new file mode 100644 index 0000000000..5a1583dceb --- /dev/null +++ b/docs/offline/writer/phoenixwriter.md @@ -0,0 +1,248 @@ +# Phoenix Writer + + +## 一、插件名称 +名称：**phoenixwriter**
+ +## 二、支持的数据源版本 +phoenix4.12.0-HBase-1.3及之后
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者 `merge into` 语句 + - 必选：是 + - 所有选项：insert/update + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + + +- **updateKey** + - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 + - 注意： + - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； + - 必选：否 + - 默认值：无 + + + + +## 四、配置示例 + +#### 1、insert +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["1"], + "column": [ + { + "name": "id", + "type": "int", + "value": "400" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "phoenixwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:phoenix:node01,node02,node03:2181", + "table": [ + "tableTest" + ] + }], + "username": "", + "password": "", + "column": [ + { + "name": "id", + "type": "BIGINT", + "key": "id" + }, + { + "name": "user_id", + "type": "BIGINT", + "key": "user_id" + }, + { + "name": "name", + "type": "varchar", + "key": "name" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` + +#### 2、update +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["1"], + "column": [ + { + "name": "id", + "type": "int", + "value": "400" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "phoenixwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:phoenix:node01,node02,node03:2181", + "table": [ + "tableTest" + ] + }], + "username": "", + "password": "", + "column": [ + { + "name": "id", + "type": "BIGINT", + "key": "id" + }, + { + "name": "user_id", + "type": "BIGINT", + "key": "user_id" + }, + { + "name": "name", + "type": "varchar", + "key": "name" + }], + "writeMode": "update", + "updateKey": {"key": ["id"]}, + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} +``` diff --git a/docs/offline/writer/polardbwriter.md b/docs/offline/writer/polardbwriter.md new file mode 100644 index 0000000000..4028d820fc --- /dev/null +++ b/docs/offline/writer/polardbwriter.md @@ -0,0 +1,303 @@ +# PolarDB Writer + + +## 一、插件名称 +名称：**polardbwriter**
+ +## 二、支持的数据源版本 +**PolarDB MySQL 8.0**
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。 + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 + - 必选：是 + - 所有选项：insert/replace/update + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + + +- **updateKey** + - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 + - 注意： + - 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； + - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； + - 必选：否 + - 默认值：无 + + + + +## 四、配置示例 + +#### 1、insert +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "polarwriter", + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", + "table": ["kudu"] + } + ], + "preSql": ["truncate table kudu;"], + "postSql": ["update kudu set user_id = 1;"], + "writeMode": "insert", + "column": ["id","user_id","name"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、update +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "polardbwriter", + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", + "table": ["kudu"] + } + ], + "preSql": [], + "postSql": [], + "writeMode": "update", + "updateKey": {"key": ["id"]}, + "column": ["id","user_id","name"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、replace +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "polardbwriter", + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", + "table": ["kudu"] + } + ], + "preSql": [], + "postSql": [], + "writeMode": "replace", + "updateKey": {"key": ["id"]}, + "column": ["id","user_id","name"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/writer/postgresqlwriter.md b/docs/offline/writer/postgresqlwriter.md new file mode 100644 index 0000000000..cc567de731 --- /dev/null +++ b/docs/offline/writer/postgresqlwriter.md @@ -0,0 +1,228 @@ +# PostgreSql Writer + + +## 一、插件名称 +名称：**postgresqlwriter**
+ +## 二、支持的数据源版本 +**PostgreSql 9.4及以上**
+ +## 三、参数说明
+ +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：仅支持`insert`操作，可以搭配insertSqlMode使用 + - 必选：是 + - 默认值：无 + + + +- **insertSqlMode** + - 描述：控制写入数据到目标表采用  `COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'`语句，提高数据的插入效率 + - 注意： + - 此参数只针对PostgreSQL写入插件有效 + - 目前该参数值固定传入 `copy`，否则抛出提示为`not support insertSqlMode`的`RuntimeException` + - 当指定此参数时，writeMode的值必须为 `insert`，否则设置无效 + - 必选：否 + - 默认值：无 + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + +** + +## 四、配置示例 + +#### 1、insert +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type:"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "postgresqlwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:postgresql://0.0.0.1:5432/postgres", + "table": [ + "tableTest" + ] + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 2、 insert with copy mode +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type:"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "postgresqlwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:postgresql://0.0.0.1:5432/postgres", + "table": [ + "tableTest" + ] + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "insertSqlMode": "copy" + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + + diff --git a/docs/pulsarwriter.md b/docs/offline/writer/pulsarwriter.md similarity index 100% rename from docs/pulsarwriter.md rename to docs/offline/writer/pulsarwriter.md diff --git a/docs/offline/writer/rediswriter.md b/docs/offline/writer/rediswriter.md new file mode 100644 index 0000000000..416981a19a --- /dev/null +++ b/docs/offline/writer/rediswriter.md @@ -0,0 +1,167 @@ +# Redis Writer + + +## 一、插件名称 +名称：**rediswriter**
+ +## 二、支持的数据源版本 +**Redis 2.9及以上**
+ +## 三、参数说明 + +- **hostPort** + - 描述：Redis的IP地址和端口 + - 必选：是 + - 默认值：localhost:6379 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **database** + - 描述：要写入Redis数据库 + - 必选：否 + - 默认值：0 + + + +- **keyFieldDelimiter** + - 描述：写入 Redis 的 key 分隔符。比如: key=key1\u0001id，如果 key 有多个需要拼接时，该值为必填项，如果 key 只有一个则可以忽略该配置项。 + - 必选：否 + - 默认值：\u0001 + + + +- **dateFormat** + - 描述：写入 Redis 时，Date 的时间格式：”yyyy-MM-dd HH:mm:ss” + - 必选：否 + - 默认值：将日期以long类型写入 + + + +- **expireTime** + - 描述：Redis value 值缓存失效时间（如果需要永久有效则可以不填该配置项）。 + - 注意：如果过期时间的秒数大于 60_60_24*30（即 30 天），则服务端认为是 Unix 时间，该时间指定了到未来某个时刻数据失效。否则为相对当前时间的秒数，该时间指定了从现在开始多长时间后数据失效。 + - 必选：否 + - 默认值：0（0 表示永久有效） + + + +- **timeout** + - 描述：写入 Redis 的超时时间。 + - 单位：毫秒 + - 必选：否 + - 默认值：30000 + + + +- **type和mode** + - 描述：type 表示 value 的类型，mode 表示在选定的数据类型下的写入模式。 + - 选项：string/list/set/zset/hash +| type | 描述 | mode | 说明 | 注意 | +| --- | --- | --- | --- | --- | +| string | 字符串 | set | 存储这个数据，如果已经存在则覆盖 | | +| list | 字符串列表 | lpush | 在 list 最左边存储这个数据 | | +| list | 字符串列表 | rpush | 在 list 最右边存储这个数据 | | +| set | 字符串集合 | sadd | 向 set 集合中存储这个数据，如果已经存在则覆盖 | | +| zset | 有序字符串集合 | zadd | 向 zset 有序集合中存储这个数据，如果已经存在则覆盖 | 当 value 类型是 zset 时，数据源的每一行记录需要遵循相应的规范，即每一行记录除 key 以外，只能有一对 score 和 value，并且 score 必须在 value 前面，rediswriter 方能解析出哪一个 column 是 score，哪一个 column 是 value。 | +| hash | 哈希 | hset | 向 hash 有序集合中存储这个数据，如果已经存在则覆盖 | 当 value 类型是 hash 时，数据源的每一行记录需要遵循相应的规范，即每一行记录除 key 以外，只能有一对 attribute 和 value，并且 attribute 必须在 value 前面，Rediswriter 方能解析出哪一个 column 是 attribute，哪一个 column 是 value。 | + + - 必选：是 + - 默认值：无 + + + +- **valueFieldDelimiter** + - 描述：该配置项是考虑了当源数据每行超过两列的情况（如果您的源数据只有两列即 key 和 value 时，那么可以忽略该配置项，不用填写），value 类型是 string 时，value 之间的分隔符，比如 value1\u0001value2\u0001value3。 + - 必选：否 + - 默认值：\u0001 + + + +- **keyIndexes** + - 描述：keyIndexes 表示源端哪几列需要作为 key（第一列是从 0 开始）。如果是第一列和第二列需要组合作为 key，那么 keyIndexes 的值则为 [0,1]。 + - 注意：配置 keyIndexes 后，Redis Writer 会将其余的列作为 value，如果您只想同步源表的某几列作为 key，某几列作为 value，不需要同步所有字段，那么在 Reader 插件端就指定好 column 作好列筛选即可。例如：Redis中的数据为 "test,redis,First,Second"，keyIndexes = [0,1] ，因此得到的key为 "test\\u0001redis"， value为 "First\\u0001Second" + - 必选：是 + - 默认值：无 + + +
+ + +## 四、 使用示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "key1", + "type": "string" + }, + { + "name": "key2", + "type": "string" + }, + { + "name": "key3", + "type": "string" + }, + { + "name": "key4", + "type": "string" + } + ], + "sliceRecordCount": ["100"] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "hostPort": "180.153.62.13:6379", + "type": "string", + "mode": "set", + "keyIndexes": [0,1], + "password": "123456", + "database": 0, + "timeout": 30000 + }, + "name": "rediswriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} +``` + + + diff --git a/docs/offline/writer/saphanawriter.md b/docs/offline/writer/saphanawriter.md new file mode 100644 index 0000000000..487c69e0b7 --- /dev/null +++ b/docs/offline/writer/saphanawriter.md @@ -0,0 +1,162 @@ +# Saphana Writer + + +## 一、插件名称 +名称：**saphanawriter**
+ +## 二、支持的数据源版本 +SAP HANA 2.0及以上
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 + - 必选：是 + - 所有选项：insert/update + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + + +- **updateKey** + - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 + - 注意： + - 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； + - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； + - 必选：否 + - 默认值：无 + + + + +## 四、配置示例 +```json +{ + "job": { + "content": [ + { + "reader" : { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "id" + }, { + "name" : "CONTEXT", + "type" : "string" + } ], + "sliceRecordCount" : [ "100"] + }, + "name" : "streamreader" + }, + "writer": { + "name": "saphanawriter", + "parameter": { + "connection": [ + { + "jdbcUrl": "jdbc:sap://kudu3:39017", + "table": [ + "SYS.P_ROLES_" + ] + } + ], + "username": "username", + "password": "password", + "column": [ + { + "name": "ROLE_ID", + "type": "BIGINT" + }, + { + "name": "CONTEXT", + "type": "NVARCHAR" + } + ], + "writeMode": "insert", + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} + +``` + + diff --git a/docs/offline/writer/sqlserverwriter.md b/docs/offline/writer/sqlserverwriter.md new file mode 100644 index 0000000000..cd1d8aed9c --- /dev/null +++ b/docs/offline/writer/sqlserverwriter.md @@ -0,0 +1,229 @@ +# SqlServer Writer + + +## 一、插件名称 +名称：**sqlserverwriter**
+ +## 二、支持的数据源版本 +**Microsoft SQL Server 2012及以后**
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：使用开源的jtds驱动连接 而非Microsoft的官方驱动
jdbcUrl参考文档：[jtds驱动官方文档](http://jtds.sourceforge.net/faq.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **presql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + +
+ +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者` merge into` 语句 + - 必选：是 + - 所有选项：insert/update + - 默认值：insert + + + +- **updateKey** + - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 + - 注意： + - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； + - 必选：否 + - 默认值：无 + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + +
** + +## 四、配置示例 + +#### 1、insert +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type:"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "sqlserverwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack", + "table": [ + "tableTest" + ] + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 2、update +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type:"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "sqlserverwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack", + "table": [ + "tableTest" + ] + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "update", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {"key": ["id"]} + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + + diff --git a/docs/offline/writer/streamwriter.md b/docs/offline/writer/streamwriter.md new file mode 100644 index 0000000000..91f8e22f34 --- /dev/null +++ b/docs/offline/writer/streamwriter.md @@ -0,0 +1,80 @@ +# Stream Writer + + +## 一、 简介 +Stream writer插件仅仅用来测试reader插件的读取效果，处理方式为简单的将读到的数据弃掉，可选择是否通过LOG显示读取到的数据
+ + +## 二、插件名称 +名称：**streamwriter**
+ +## 三、 参数说明 + +- **print** + - 描述：boolean值，表明是否通过LOG INFO打印采集到的数据信息 + - 必选：否 + - 默认值：false + + + + +## 四、 配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + + diff --git a/docs/offline/writer/teradatawriter.md b/docs/offline/writer/teradatawriter.md new file mode 100644 index 0000000000..e3f6616d53 --- /dev/null +++ b/docs/offline/writer/teradatawriter.md @@ -0,0 +1,156 @@ +# Teradata Writer + + +## 一、插件名称 +名称：**teradatawriter**
+ +## 二、支持的数据源版本 +**Teradata 15.0及以上**
+ +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 + - 必选：是 + - 所有选项：只支持insert + - 默认值：insert + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + + + +- **updateKey** + - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 + - 注意： + - 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； + - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； + - 必选：否 + - 默认值：无 + +** + +## 四、配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "teradatawriter", + "parameter": { + "username": "tudou", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:teradata://kudu3/testbase", + "table": ["Employee"] + } + ], + "preSql": ["delete from TUDOU.KUDU"], + "postSql": ["update TUDOU.KUDU set USER_ID = 1"], + "writeMode": "insert", + "column": ["ID","USER_ID","NAME"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/pgwalreader.md b/docs/pgwalreader.md deleted file mode 100644 index 56fbadbc84..0000000000 --- a/docs/pgwalreader.md +++ /dev/null @@ -1,184 +0,0 @@ -# PostgreSQL WAL读取插件（*reader） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [{ - "reader" : { - "parameter" : { - "username" : "postgres", - "password" : "abc123", - "url" : "jdbc:postgresql://172.16.8.122:5432/postgres", - "databaseName" : "postgres", - "cat" : "update,insert,delete", - "tableList" : [ - "changepk.test_table" - ], - "statusInterval" : 10000, - "lsn" : 0, - "slotName" : "", - "allowCreateSlot" : true, - "temporary" : true, - "pavingData" : true - }, - "name" : "pgwalreader" - }, - "writer": { - - } - }] - }, - "setting": { - - } -} -``` -## 2. 使用说明 - 1、PostgreSQL数据库版本至少为10.0及以上 - - 2、预写日志级别(wal_level)必须为logical - - 3、该插件基于PostgreSQL逻辑复制及逻辑解码功能实现的，因此PostgreSQL账户至少拥有replication权限，若允许创建slot，则至少拥有超级管理员权限 - - 4、详细原理请参见[PostgreSQL官方文档](http://postgres.cn/docs/10/index.html) - -## 3. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称。 - - * 必选：是 - - * 默认值：无 - -* **jdbcUrl** - - * 描述：PostgreSQL数据库的jdbc连接字符串，参考文档：[PostgreSQL官方文档](https://jdbc.postgresql.org/documentation/head/connect.html) - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：数据源的用户名 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述：数据源指定用户名的密码 - - * 必选：是 - - * 默认值：无 - -* **tableList** - - * 描述：需要解析的数据表，格式为schema.table - - * 必选：否 - - * 默认值：无 - -* **cat** - - * 描述：需要解析的数据更新类型，包括insert、update、delete三种。 - - * 注意：以英文逗号分割的格式填写。 - - * 必选：是 - - * 默认值：无 - -* **statusInterval** - - * 描述：复制期间，数据库和使用者定期交换ping消息。如果数据库或客户端在配置的超时时间内未收到ping消息，则复制被视为已停止，并且将引发异常，并且数据库将释放资源。在PostgreSQL中，ping超时由属性wal_sender_timeout配置（默认= 60秒）。可以将pgjdc中的复制流配置为在需要时或按时间间隔发送反馈（ping）。建议比配置的wal_sender_timeout更频繁地向数据库发送反馈（ping）。在生产环境中，我使用等于wal_sender_timeout / 3的值。它避免了网络潜在的问题，并且可以在不因超时而断开连接的情况下传输更改。 - - * 必选：否 - - * 默认值：2000 - -* **lsn** - - * 描述：要读取PostgreSQL WAL日志序列号的开始位置。 - - * 必选：否 - - * 默认值：0 - -* **slotName** - - * 描述：复制槽名称，根据该值去寻找或创建复制槽 - - * 注意：当allowCreateSlot为false时，该值不能为空 - - * 必选：否 - - * 默认值：无 - -* **allowCreateSlot** - - * 描述：是否允许创建复制槽 - - * 必选：否 - - * 默认值：true - -* **temporary** - - * 描述：复制槽是否为临时性的，true：是；false：否。 - - * 必选：否 - - * 默认值：true - -* **pavingData** - - * 描述：是否将解析出的json数据拍平 - - * 示例：假设解析的表为tb1，schema为dbo，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： - - ```json - { - "type":"update", - "schema":"dbo", - "table":"customers", - "lsn":207967352, - "ts": 1576487525488, - "ingestion":1475129582923642, - "before_id":1, - "after_id":2 - } - ``` - - pavingData为false时： - - ```json - { - "type":"update", - "schema":"dbo", - "table":"customers", - "lsn":207967352, - "ts": 1576487525488, - "ingestion":1481628798880038, - "before":{ - "id":1 - }, - "after":{ - "id":2 - } - } - ``` - - 其中：ts是数据库中数据的变更时间，ingestion是插件解析这条数据的纳秒时间，lsn是该数据变更的日志序列号 - - * 必选：否 - - * 默认值：false - diff --git a/docs/quickstart.md b/docs/quickstart.md new file mode 100644 index 0000000000..fe581442a0 --- /dev/null +++ b/docs/quickstart.md @@ -0,0 +1,248 @@ +## 下载代码 + +1.使用git工具把项目clone到本地 + +``` +git clone https://github.com/DTStack/flinkx.git +cd flinkx +``` + +2.直接下载源码 + +``` +wget https://github.com/DTStack/flinkx/archive/1.8.5.zip +unzip flinkx-1.8.5.zip +cd flink-1.8.5 +``` + +## 编译插件 + +```bash +mvn clean package -DskipTests +``` + +## 运行任务 + +首先准备要运行的任务json，这里以stream插件为例： + +```json +{ + "job" : { + "content" : [ { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ] + } + }, + "writer" : { + "parameter" : { + "print": false + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "restore" : { + "isRestore" : false, + "isStream" : false + }, + "errorLimit" : { + }, + "speed" : { + "bytes" : 0, + "channel" : 1, + "rebalance" : true + } + } + } +} +``` + +### Local模式运行任务 + +命令模板： + +```bash +bin/flinkx -mode local \ + -job $FLINK_HOME/examples/stream_example.json \ + -pluginRoot $FLINK_HOME/plugins \ + -confProp "{\"flink.checkpoint.interval\":60000}" +``` + +可以在flink的配置文件里配置端口： + +```bash +## web服务端口，不指定的话会随机生成一个 +rest.bind-port: 8888 +``` + +使用下面的命令运行任务： + +```bash +./bin/flinkx -job ./job/stream.json + -flinkconf $FLINK_HOME/conf +``` + +任务运行后可以通过8888端口访问flink界面查看任务运行情况： + +
+ +
+ +### Standalone模式运行 + +命令模板： + +```bash +bin/flinkx -mode standalone \ + -job $FLINK_HOME/examples/stream_example.json \ + -pluginRoot $FLINK_HOME/plugins \ + -flinkconf $FLINK_HOME/conf \ + -confProp "{\"flink.checkpoint.interval\":60000}" +``` + +首先启动flink集群： + +```bash +# flink集群默认端口是8081 +$FLINK_HOME/bin/start-cluster.sh +``` + +通过8081端口检查集群是否启动成功 + +
+ +
+ +把任务提交到集群上运行： + +```bash +./bin/flinkx -mode standalone \ + -job ./job/stream.json \ + -flinkconf $FLINK_HOME/conf +``` + +在集群上查看任务运行情况 + +
+ +
+ +### 以Yarn Session模式运行任务 + +命令示例： + +```bash +bin/flinkx -mode yarn \ + -job $FLINK_HOME/examples/stream_example.json \ + -pluginRoot $FLINK_HOME/plugins \ + -flinkconf $FLINK_HOME/conf \ + -yarnconf $HADOOP_HOME/etc/hadoop \ + -confProp "{\"flink.checkpoint.interval\":60000}" +``` + +首先确保yarn集群是可用的，然后手动启动一个yarn session： + +```bash +$FLINK_HOME/bin/yarn-session.sh -n 1 -s 2 -jm 1024 -tm 1024 +``` + +
+ +
+ +
+ +
+ +把任务提交到这个yarn session上： + +```bash +./bin/flinkx -mode yarn \ + -job ./job/stream.json \ + -flinkconf $FLINK_HOME/conf \ + -yarnconf $HADOOP_HOME/etc/hadoop +``` + +然后在flink界面查看任务运行情况： + +
+ +
+ +### 以Yarn Perjob模式运行任务 + +命令示例： + +```bash +bin/flinkx -mode yarnPer \ + -job ${FLINK_HOME}/examples/stream_example.json \ + -pluginRoot $FLINK_HOME/plugins \ + -flinkconf $FLINK_HOME/conf \ + -yarnconf $HADOOP_HOME/etc/hadoop \ + -flinkLibJar $FLINK_HOME/lib \ + -confProp "{\"flink.checkpoint.interval\":60000}" \ + -queue default \ + -pluginLoadMode classpath +``` + +首先确保yarn集群是可用的，启动一个Yarn Application运行任务: + +```bash +bin/flinkx -mode yarnPer \ + -job ./job/stream.json \ + -flinkconf $FLINK_HOME/conf \ + -yarnconf $HADOOP_HOME/etc/hadoop \ + -flinkLibJar $FLINK_HOME/lib \ + -pluginLoadMode classpath +``` + +然后在集群上查看任务运行情况 + +
+ +
+ +
+ +
+ +## 参数说明 + +| 名称 | 说明 | 可选值 | 是否必填 | 默认值 | +| ------------------ | ------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---- | ----------------------- | +| **model** | 执行模式，也就是flink集群的工作模式 | 1.**local**: 本地模式
2.**standalone**: 独立部署模式的flink集群
3.**yarn**: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster"
4.**yarnPer**: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" | 否 | local | +| **job** | 数据同步任务描述文件的存放路径；该描述文件中使用json字符串存放任务信息 | 无 | 是 | 无 | +| **jobid** | 任务名称 | 无 | 否 | Flink Job | +| **pluginRoot** | 插件根目录地址，也就是打包后产生的pluginRoot目录。 | 无 | 否 | $FLINKX_HOME/plugins | +| **flinkconf** | flink配置文件所在的目录（单机模式下不需要） | $FLINK_HOME/conf | 否 | $FLINK_HOME/conf | +| **flinkLibJar** | flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.8.1/lib | $FLINK_HOME/lib | 否 | $FLINK_HOME/lib | +| **yarnconf** | Hadoop配置文件（包括hdfs和yarn）所在的目录 | $HADOOP_HOME/etc/hadoop | 否 | $HADOOP_HOME/etc/hadoop | +| **queue** | yarn队列，如default | 无 | 否 | default | +| **pluginLoadMode** | yarn session模式插件加载方式 | 1.**classpath**：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快
2.**shipfile**：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 | 否 | shipfile | +| **confProp** | checkpoint配置 | **flink.checkpoint.interval**：快照生产频率
**flink.checkpoint.stateBackend**：快照存储路径 | 否 | 无 | +| **s** | checkpoint快照路径 | | 否 | 无 | + +## 常见问题 + +### 1.编译找不到DB2、达梦、gbase、ojdbc8等驱动包 + +解决办法：在$FLINKX_HOME/jars目录下有这些驱动包，可以手动安装，也可以使用插件提供的脚本安装： + +```bash +## windows平台 +./install_jars.bat + +## unix平台 +./install_jars.sh +``` diff --git a/docs/rdbreader.md b/docs/rdbreader.md deleted file mode 100644 index a932b6f8c4..0000000000 --- a/docs/rdbreader.md +++ /dev/null @@ -1,276 +0,0 @@ -# 关系数据库读取插件（*reader） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [{ - "reader": { - "parameter": { - "username": "username", - "password": "password", - "connection": [{ - "jdbcUrl": [ - "jdbc:mysql://127.0.0.1:3306/test?useUnicode=true&characterEncoding=utf8" - ], - "table": [ - "tableTest" - ] - }], - "column": [{ - "name": "id", - "type": "int", - "values": 123 - },{ - "name":"", - "index":1, - "type":"", - "value":"", - "format":"" - }], - "where": "id > 1", - "splitPk": "id", - "fetchSize": 1000, - "queryTimeOut": 1000, - "customSql": "select * from tableTest", - "requestAccumulatorInterval": 2, - "increColumn": "id", - "startLocation": null, - "useMaxFunc": true, - "orderByColumn": "id", - "polling": true, - "pollingInterval": 3000 - }, - "name": "mysqlreader" - }, - "writer": { - - } - }], - "setting": { - - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，当前支持的关系数据库插件包括：mysqlreader，oraclereader，sqlserverreader，postgresqlreader，db2reader，gbasereader, clickhousereader, polardbreader,teradatareader,saphanareader,phoenixreader,dmreader。 - * 必选：是 - - * 默认值：无 - -* **jdbcUrl** - - * 描述：针对关系型数据库的jdbc连接字符串 - - jdbcUrl参考文档： - - - [Mysql官方文档](http://dev.mysql.com/doc/connector-j/en/connector-j-reference-configuration-properties.html) - - - [Oracle官方文档](http://www.oracle.com/technetwork/database/enterprise-edition/documentation/index.html) - - - [SqlServer官方文档](https://docs.microsoft.com/zh-cn/sql/connect/jdbc/overview-of-the-jdbc-driver?view=sql-server-2017) - - - [PostgreSql官方文档](https://jdbc.postgresql.org/documentation/head/connect.html) - - - [Db2官方文档](https://www.ibm.com/analytics/us/en/db2/) - - - [Gbase官方文档](http://www.gbase.cn/download.html) - - - [ClickHouse官方文档](https://clickhouse.yandex/docs/zh/) - - - [polarDB官方文档](https://help.aliyun.com/product/58609.html) - - - [达梦官方文档](http://www.dameng.com/down.aspx) - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：数据源的用户名 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述：数据源指定用户名的密码 - - * 必选：是 - - * 默认值：无 - -* **where** - - * 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - - * 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - - * 必选：否 - - * 默认值：无 - -* **splitPk** - - * 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 - - * 注意: - - * 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 - * 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，MysqlReader将报错！ - * 如果channel大于1但是没有配置此参数，任务将置为失败。 - - * 必选：否 - - * 默认值：空 - -* **fetchSize** - - * 描述：读取时每批次读取的数据条数。 - - * 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 - - * 必选：否 - - * 默认值：mysql为0，表示流式读取，其它数据库为1000 - -* **queryTimeOut** - - * 描述：查询超时时间，单位秒。 - - * 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - - * 必选：否 - - * 默认值：1000s - -* **customSql** - - * 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 - - * 注意： - - * 只能是查询语句，否则会导致任务失败； - - * 查询语句返回的字段需要和column列表里的字段对应； - - * 当指定了此参数时，connection里指定的table无效，但是在一些情况下依然必须指定，比如使用增量同步的时候； - - * 必选：否 - - * 默认值：null - -* **increColumn** - - * 描述：当需要增量同步或间隔轮询时指定此参数，任务运行过程中会把此字段的值存储到flink的Accumulator里，如果配置了指标，名称为：endLocation，类型为string，日期类型会转为时间戳，精度最多到纳秒，数值类型的为字段的值，程序结束时由外部应用获取。 - - * 注意： - - * 指定的字段必须在column列表里存在，否则任务会失败； - - * 增量字段支持数值类型和日期类型，并且是升序的，推荐使用表主键； - - * 必选：否 - - * 默认值：无 - -* **startLocation** - - * 描述：此配置参数和increColumn参数配合使用，表示本次任务获取数据的开始位置。 - - * 注意： - - * 此参数为空时进行全量同步 - - * 必选：否 - - * 默认值：无 - -* **useMaxFunc** - - * 描述：进行增量同步任务时，如果指定的字段值存在重复值，比如字段类型为时间，精度到秒，就可能出现重复的时间，需要指定此字段为true，读取数据前会获取增量字段的最大值作为此次任务的结束位置，防止数据丢失。 - - * 注意： - - * 此参数设为true时，会执行select max(increCol) from tb语句，会影响数据库负载，配置时需要考虑数据库的使用情况； - - * 此参数设置为true时，本次任务不会读取 increCol = max(increCol)的记录，会在任务下次运行时读取； - - * 必选：否 - - * 默认：false - -* **column** - - * 描述：需要读取的字段。 - - * 格式：支持3中格式 - - 1.读取全部字段，如果字段数量很多，可以使用下面的写法： - - ``` - "column":[*] - ``` - - 2.只指定字段名称： - - ``` - "column":["id","name"] - ``` - - 3.指定具体信息： - - ``` - "column": [{ - "name": "col", - "type": "datetime", - "format": "yyyy-MM-dd hh:mm:ss", - "value": "value" - }] - ``` - - * 属性说明: - - * name：字段名称 - - * type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 - - * format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - * value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - - * 必选：是 - - * 默认值：无 - -* **orderByColumn** - - * 描述：排序字段，读取PostgreSQL数据时，如果中途任务失败，没有关闭事务，会导致表里的数据顺序改变，再次运行任务时由于数据顺序不对会影响数据的准确性，因此使用orderByColumn指定的字段进行排序避免这种情况。 - - * 必选：否 - - * 默认值：无 - -* **polling** - - * 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - - * 必选：否 - - * 默认值：false - -* **pollingInterval** - - * 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - - * 必选：否 - - * 默认值：5000 diff --git a/docs/rdbwriter.md b/docs/rdbwriter.md deleted file mode 100644 index 6a19f80655..0000000000 --- a/docs/rdbwriter.md +++ /dev/null @@ -1,151 +0,0 @@ -# 关系数据库写入插件（*writer） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [{ - "reader": {}, - "writer": { - "name": "*writer", - - "parameter": { - "connection": [{ - "jdbcUrl": "jdbc:mysql://127.0.0.1:3306/test?useCursorFetch=true", - "table": [ - "tableTest" - ] - }], - "username": "username", - "password": "password", - "column": [], - - "writeMode": "insert", - "batchSize": 1024, - "preSql": "", - "postSql": "", - "updateKey": "" - } - } - }], - "setting": {} - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处可填写：mysqlwriter，oraclewriter，sqlserverwriter，postgresqlwriter，db2writer，gbasewriter，clickhousewriter, polardbwriter,teradatawriter,saphanawriter,phoenixwriter,dmwriter。 - - * 必选：是 - - 默认值：无 - -* **jdbcUrl** - - * 描述：针对关系型数据库的jdbc连接字符串 - - * 必选：是 - - * 默认值：无 - -* **username** - - * 描述：数据源的用户名 - - * 必选：是 - - * 默认值：无 - -* **password** - - * 描述：数据源指定用户名的密码 - - * 必选：是 - - * 默认值：无 - -* **column** - - * 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。 - - * 必选：是 - - * 默认值：否 - - * 默认值：无 - -* **preSql** - - * 描述：写入数据到目的表前，会先执行这里的一组标准语句。 - - * 必选：否 - - * 默认值：无 - -* **postSql** - - * 描述：写入数据到目的表后，会执行这里的一组标准语句。 - - * 必选：否 - - * 默认值：无 - -* **table** - - * 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表。 - - * 必选：是 - - * 默认值：无 - -* **writeMode** - - * 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 - - * 必选：是 - - * 所有选项：insert/replace/update - - * 默认值：insert - -* **batchSize** - - * 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况。 - - * 必选：否 - - * 默认值：1024 - -* **updateKey** - - * 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段。 - - * 注意： - - * 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； - - * 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； - - * 必选：否 - - * 默认值：无 - - * **insertSqlMode** - - * 描述：控制写入数据到目标表采用 `COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'`语句，提高数据的插入效率 - - * 注意： - - * 此参数只针对PostgreSQL写入插件有效 - - * 目前该参数值固定传入 `copy`，否则抛出提示为`not support insertSqlMode`的`RuntimeException` - - * 当指定此参数时，writeMode的值必须为 `insert`，否则设置无效 - - * 必选：否 - - * 默认值：无 diff --git a/docs/realTime/reader/binlogreader.md b/docs/realTime/reader/binlogreader.md new file mode 100644 index 0000000000..5a7269f3cc --- /dev/null +++ b/docs/realTime/reader/binlogreader.md @@ -0,0 +1,347 @@ +# MySQL Binlog Reader + + +## 一、插件名称 +名称：**binlogreader**
+ + +## 二、支持的数据源版本 +**MySQL 5.X**
+ + +## 三、数据库配置 +**1.修改配置文件** +```sql +server_id=109 +log_bin = /var/lib/mysql/mysql-bin +binlog_format = ROW +expire_logs_days = 30 +``` + +
**2.添加权限** +```sql +GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%' IDENTIFIED BY 'canal'; +``` +
+ +## 四、参数说明
+ +- **jdbcUrl** + - 描述：MySQL数据库的jdbc连接字符串，参考文档：[Mysql官方文档](http://dev.mysql.com/doc/connector-j/en/connector-j-reference-configuration-properties.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **host** + - 描述：启动MySQL slave的机器ip + - 必选：是 + - 默认值：无 + + + +- **port** + - 描述：启动MySQL slave的端口 + - 必选：否 + - 默认值：3306 + + + +- **table** + - 描述：需要解析的数据表。 + - 注意：指定此参数后filter参数将无效 + - 必选：否 + - 默认值：无 + + + +- **filter** + - 描述：过滤表名的Perl正则表达式 + - 例子： + - 所有表：`_.*_` + - canal schema下所有表： `canal\..*` + - canal下的以canal打头的表：`canal\.canal.*` + - canal schema下的一张表：`canal\.test1` + - 必选：否 + - 默认值：无 + + + +- **cat** + - 描述：需要解析的数据更新类型，包括insert、update、delete三种 + - 注意：以英文逗号分割的格式填写。 + - 必选：否 + - 默认值：无 + + + +- **start** + - 描述：要读取的binlog文件的开始位置 + - 参数： + - journalName：采集起点按文件开始时的文件名称； + - timestamp：采集起点按时间开始时的时间戳； + - 默认值：无 + + + +- **pavingData** + - 描述：是否将解析出的json数据拍平 + - 示例：假设解析的表为tb1,数据库为test，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： +```json +{ + "type":"update", + "schema":"test", + "table":"tb1", + "ts":1231232, + "ingestion":123213, + "before_id":1, + "after_id":2 +} +``` + +
pavingData为false时： +```json +{ + "message":{ + "type":"update", + "schema":"test", + "table":"tb1", + "ts":1231232, + "ingestion":123213, + "before":{ + "id":1 + }, + "after":{ + "id":2 + } + } +} +``` +其中”ts“是数据变更时间，ingestion是插件解析这条数据的纳秒时间 + + - 必选：否 + - 默认值：false + + + +- **bufferSize** + - 描述：并发缓存大小 + - 注意：必须为2的幂 + - 必选：否 + - 默认值：1024 + +## 五、配置示例 + +#### 1、单表监听 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "schema" : "tudou", + "password" : "abc123", + "cat" : "insert,delete,update", + "jdbcUrl" : "jdbc:mysql://kudu3:3306/tudou", + "host" : "kudu3", + "start" : { + }, + "table" : [ "binlog" ], + "pavingData" : true, + "username" : "dtstack" + }, + "name" : "binlogreader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "restore" : { + "isRestore" : false, + "isStream" : true + }, + "errorLimit" : { }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "trace", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、多表监听 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "schema" : "tudou", + "password" : "abc123", + "cat" : "insert,delete,update", + "jdbcUrl" : "jdbc:mysql://kudu3:3306/tudou", + "host" : "kudu3", + "start" : { + }, + "table" : ["kudu1", "kudu2"], + "filter" : "", + "pavingData" : true, + "username" : "dtstack" + }, + "name" : "binlogreader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "restore" : { + "isRestore" : false, + "isStream" : true + }, + "errorLimit" : { }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "trace", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、正则监听 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "schema" : "tudou", + "password" : "abc123", + "cat" : "insert,delete,update", + "jdbcUrl" : "jdbc:mysql://kudu3:3306/tudou", + "host" : "kudu3", + "start" : { + }, + "filter" : "tudou\\.kudu.*", + "pavingData" : true, + "username" : "dtstack" + }, + "name" : "binlogreader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "restore" : { + "isRestore" : false, + "isStream" : true + }, + "errorLimit" : { }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "trace", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 4、指定起始位置 +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "schema" : "tudou", + "password" : "abc123", + "cat" : "insert,delete,update", + "jdbcUrl" : "jdbc:mysql://kudu3:3306/tudou", + "host" : "kudu3", + "start" : { + "journalName": "mysql-bin.000002", + "timestamp" : 1589353414000 + }, + "table" : ["kudu"], + "pavingData" : true, + "username" : "dtstack" + }, + "name" : "binlogreader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "restore" : { + "isRestore" : false, + "isStream" : true + }, + "errorLimit" : { }, + "speed" : { + "bytes" : 0, + "channel" : 1 + }, + "log" : { + "isLogger": false, + "level" : "trace", + "path" : "", + "pattern":"" + } + } + } +} +``` + + + +## 六、问题排查 +采集mysql binlog 发现采集不到数据
1、查看binlog是否开启
       `show variables like '%log_bin%' ; ` 
2、binlog_format 是否设置为ROW
        注意 binlog_format 必须设置为 ROW, 因为在 STATEMENT 或 MIXED 模式下, Binlog 只会记录和传输 SQL 语句（以减少日志大小），而不包含具体数据，我们也就无法保存了。
3、从节点通过一个专门的账号连接主节点，这个账号需要拥有全局的 REPLICATION 权限。我们可以使用 GRANT 命令创建这样的账号：
     GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT
    ON *.* TO 'canal'@'%' IDENTIFIED BY 'canal';
  参考：[https://blog.csdn.net/zjerryj/article/details/77152226](https://blog.csdn.net/zjerryj/article/details/77152226) diff --git a/docs/realTime/reader/emqxreader.md b/docs/realTime/reader/emqxreader.md new file mode 100644 index 0000000000..a4b6ae60b2 --- /dev/null +++ b/docs/realTime/reader/emqxreader.md @@ -0,0 +1,123 @@ +# Emqx Reader + + +## 一、插件名称 +名称：**emqxreader**
+ + +## 二、支持的数据源版本 +**Emqx 4.0及以上**
+ +## 三、参数说明
+ +- **broker** + - 描述：连接URL信息 + - 必选：是 + - 默认值：无 + + + +- **topic** + - 描述：订阅主题 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：认证用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：认证密码 + - 必选：否 + - 默认值：无 + + + +- **isCleanSession** + - 描述：是否清除session + - false：MQTT服务器保存于客户端会话的的主题与确认位置； + - true：MQTT服务器不保存于客户端会话的的主题与确认位置 + - 必选：否 + - 默认值：true + + + +- **qos** + - 描述：服务质量 + - 0：AT_MOST_ONCE，至多一次； + - 1：AT_LEAST_ONCE，至少一次； + - 2：EXACTLY_ONCE，精准一次； + - 必选：否 + - 默认值：2 + + + +- **codec** + - 描述：编码解码器类型，支持 json、plain + - plain：将kafka获取到的消息字符串存储到一个key为message的map中，如：`{"message":"{\"key\": \"key\", \"message\": \"value\"}"}` + - plain：将kafka获取到的消息字符串按照json格式进行解析 + - 若该字符串为json格式 + - 当其中含有message字段时，原样输出，如：`{"key": "key", "message": "value"}` + - 当其中不包含message字段时，增加一个key为message，value为原始消息字符串的键值对，如：`{"key": "key", "value": "value", "message": "{\"key\": \"key\", \"value\": \"value\"}"}` + - 若改字符串不为json格式，则按照plain类型进行处理 + - 必选：否 + - 默认值：plain + + + + +## 四、配置示例 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "broker" : "tcp://0.0.0.1:1883", + "topic" : "test", + "username" : "username", + "password" : "password", + "isCleanSession": true, + "qos": 2, + "codec": "plain" + }, + "name" : "emqxreader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` +
diff --git a/docs/realTime/reader/kafkareader.md b/docs/realTime/reader/kafkareader.md new file mode 100644 index 0000000000..6e110b52e7 --- /dev/null +++ b/docs/realTime/reader/kafkareader.md @@ -0,0 +1,396 @@ +# Kafka Reader + + +## 一、插件名称 +kafka插件存在四个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： + +| kafka版本 | 插件名称 | +| --- | --- | +| kafka 0.9 | kafka09reader | +| kafka 0.10 | kafka10reader | +| kafka 0.11 | kafka11reader | +| kafka 1.0及以后 | kafkareader | + +
+ +二、参数说明
+ +- **topic** + - 描述：要消费的topic + - 必选：是 + - 默认值：无 + + + +- **groupId** + - 描述：kafka消费组Id + - 注意：该参数对kafka09reader插件无效 + - 必选：是 + - 默认值：无 + + + +- **encoding** + - 描述：字符编码 + - 注意：该参数只对kafka09reader插件有效 + - 必选：否 + - 默认值：UTF-8 + + + +- **codec** + - 描述：编码解码器类型，支持 json、plain + - plain：将kafka获取到的消息字符串存储到一个key为message的map中，如：`{"message":"{\"key\": \"key\", \"message\": \"value\"}"}` + - json：将kafka获取到的消息字符串按照json格式进行解析 + - 若该字符串为json格式 + - 当其中含有message字段时，原样输出，如：`{"key": "key", "message": "value"}` + - 当其中不包含message字段时，增加一个key为message，value为原始消息字符串的键值对，如：`{"key": "key", "value": "value", "message": "{\"key\": \"key\", \"value\": \"value\"}"}` + - 若改字符串不为json格式，则按照plain类型进行处理 + - 必选：否 + - 默认值：plain + + + +- **blankIgnore** + - 描述：是否忽略空值消息 + - 必选：否 + - 默认值：false + + + +- **consumerSettings** + - 描述：kafka连接配置，支持所有`kafka.consumer.ConsumerConfig.ConsumerConfig`中定义的配置 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +## 三、配置示例 + +#### 1、kafka09 +```json +{ + "job": { + "content": [{ + "reader" : { + "parameter" : { + "topic" : "kafka09", + "codec": "plain", + "encoding": "UTF-8", + "consumerSettings" : { + "zookeeper.connect" : "0.0.0.1:2182/kafka09", + "group.id" : "default", + "auto.commit.interval.ms" : "1000", + "auto.offset.reset" : "smallest" + } + }, + "name" : "kafka09reader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、kafka10 +```json +{ + "job": { + "content": [{ + "reader" : { + "parameter" : { + "topic" : "kafka10", + "groupId" : "default", + "codec": "plain", + "blankIgnore": false, + "consumerSettings" : { + "zookeeper.connect" : "0.0.0.1:2182/kafka", + "bootstrap.servers" : "0.0.0.1:9092", + "auto.commit.interval.ms" : "1000", + "auto.offset.reset" : "latest" + } + }, + "name" : "kafka10reader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、kafka11 +```json +{ + "job": { + "content": [{ + "reader" : { + "parameter" : { + "topic" : "kafka11", + "groupId" : "default", + "codec": "plain", + "blankIgnore": false, + "consumerSettings" : { + "zookeeper.connect" : "0.0.0.1:2182/kafka", + "bootstrap.servers" : "0.0.0.1:9092", + "auto.commit.interval.ms" : "1000", + "auto.offset.reset" : "latest" + } + }, + "name" : "kafka11reader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 4、kafka +```json +{ + "job": { + "content": [{ + "reader" : { + "parameter" : { + "topic" : "kafka", + "groupId" : "default", + "codec": "plain", + "blankIgnore": false, + "consumerSettings" : { + "zookeeper.connect" : "0.0.0.1:2182/kafka", + "bootstrap.servers" : "0.0.0.1:9092", + "auto.commit.interval.ms" : "1000", + "auto.offset.reset" : "latest" + } + }, + "name" : "kafkareader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 5、kafka->MySQL +```json +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "codec": "json", + "groupId" : "default", + "topic" : "tudou", + "consumerSettings" : { + "zookeeper.connect" : "kudu1:2181/kafka", + "bootstrap.servers" : "kudu1:9092", + "auto.commit.interval.ms" : "1000", + "auto.offset.reset" : "earliest" + }, + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "VARCHAR" + } + ] + }, + "name" : "kafkareader" + }, + "writer": { + "name": "mysqlwriter", + "parameter": { + "username": "dtstack", + "password": "abc123", + "batchSize": 1, + "connection": [ + { + "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", + "table": [ + "kudu" + ] + } + ], + "session": [], + "preSql": [], + "postSql": [], + "writeMode": "insert", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "VARCHAR" + } + ] + } + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` +
diff --git a/docs/realTime/reader/mongodboplogreader.md b/docs/realTime/reader/mongodboplogreader.md new file mode 100644 index 0000000000..ece557f274 --- /dev/null +++ b/docs/realTime/reader/mongodboplogreader.md @@ -0,0 +1,171 @@ +# MongoDB Oplog Reader + + +## 一、插件名称 +名称：**mongodboplogreader**
+ + +## 二、数据源版本 +**MongoDB 4.0及以上**
+ + +## 三、数据源配置 +[MongoDB 4.0副本集搭建](https://dtstack.yuque.com/rd-center/udi643/gufhya)
+ + +## 四、参数说明 + +- **hostPorts** + - 描述：Mongodb集群地址 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述： 用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述： 密码 + - 必选：是 + - 默认值：无 + + + +- **authenticationMechanism** + - 描述： 认证机制，可选：GSSAPI、PLAIN、MONGODB-X509、MONGODB-CR、SCRAM-SHA-1、SCRAM-SHA-256 + - 必选：否 + - 默认值：无 + + + +- **clusterMode** + - 描述： 集群模式，可选：REPLICA_SET、MASTER_SLAVE + - 必选：是 + - 默认值：无 + + + +- **monitorDatabases** + - 描述： 要监听的库 + - 必选：否 + - 默认值：无 + + + +- **monitorCollections** + - 描述：要监听的集合 + - 必选：否 + - 默认值：无 + + + +- **operateType** + - 描述：要监听的操作类型，可选：insert、update、delete + - 必选：否 + - 默认值：无 + + + +- **excludeDocId** + - 描述：是否排除_id字段 + - 必选：否 + - 默认值：false + + + +- **pavingData** + - 描述：是否将解析出的json数据拍平 + - 示例：假设解析的表为tb1,数据库为test，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： +```json +{ + "type":"update", + "schema":"test", + "table":"tb1", + "ts":1231232, + "ingestion":123213, + "before_id":1, + "after_id":2 +} +``` + + -
pavingData为false时： +```json +{ + "message":{ + "type":"update", + "schema":"test", + "table":"tb1", + "ts":1231232, + "ingestion":123213, + "before_id":{ + "id":1 + }, + "after_id":{ + "id":2 + } + } +} +``` +其中”ts“是数据变更时间，ingestion是插件解析这条数据的纳秒时间 + + - 必选：否 + - 默认值：false + + + + +## 五、使用示例 + +#### 采集test库下的所有集合 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "mongodboplogreader", + "parameter": { + "hostPorts": "127.0.0.1:30001,127.0.0.1:30002,127.0.0.1:30003", + "username": "root", + "password": "123456", + "database": "admin", + "clusterMode": "REPLICA_SET", + "authenticationMechanism": "SCRAM-SHA-256", + "monitorDatabases": ["test"], + "monitorCollections":[], + "operateType":["insert","update","delete"], + "pavingData":true, + "excludeDocId": false + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 1048576 + }, + "errorLimit": { + "record": 100 + }, + "restore" : { + "isRestore" : true, + "isStream" : true + } + } + } +} +``` + + diff --git a/docs/realTime/reader/pgwalreader.md b/docs/realTime/reader/pgwalreader.md new file mode 100644 index 0000000000..a30ba5f610 --- /dev/null +++ b/docs/realTime/reader/pgwalreader.md @@ -0,0 +1,187 @@ +# PostgreSQL WAL Reader + + +## 一、插件名称 +名称：**pgwalreader**
+ + +## 二、数据源版本 +**PostgreSQL数据库版本至少为10.0及以上**
+ + +## 三、使用说明 +1、预写日志级别(wal_level)必须为logical
2、该插件基于PostgreSQL逻辑复制及逻辑解码功能实现的，因此PostgreSQL账户至少拥有replication权限，若允许创建slot，则至少拥有超级管理员权限
3、详细原理请参见[PostgreSQL官方文档](http://postgres.cn/docs/10/index.html)
+ + +## 四、参数说明
+ +- **jdbcUrl** + - 描述：PostgreSQL数据库的jdbc连接字符串，参考文档：[PostgreSQL官方文档](https://jdbc.postgresql.org/documentation/head/connect.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **tableList** + - 描述：需要解析的数据表，格式为schema.table + - 必选：否 + - 默认值：无 + + + +- **cat** + - 描述：需要解析的数据更新类型，包括insert、update、delete三种 + - 注意：以英文逗号分割的格式填写。 + - 必选：是 + - 默认值：无 + + + +- **statusInterval** + - 描述：复制期间，数据库和使用者定期交换ping消息。如果数据库或客户端在配置的超时时间内未收到ping消息，则复制被视为已停止，并且将引发异常，并且数据库将释放资源。在PostgreSQL中，ping超时由属性wal_sender_timeout配置（默认= 60秒）。可以将pgjdc中的复制流配置为在需要时或按时间间隔发送反馈（ping）。建议比配置的wal_sender_timeout更频繁地向数据库发送反馈（ping）。在生产环境中，我使用等于wal_sender_timeout / 3的值。它避免了网络潜在的问题，并且可以在不因超时而断开连接的情况下传输更改 + - 必选：否 + - 默认值：2000 + + + +- **lsn** + - 描述：要读取PostgreSQL WAL日志序列号的开始位置 + - 必选：否 + - 默认值：0 + + + +- **slotName** + - 描述：复制槽名称，根据该值去寻找或创建复制槽 + - 注意：当allowCreateSlot为false时，该值不能为空 + - 必选：否 + - 默认值：无 + + + +- **allowCreateSlot** + - 描述：是否允许创建复制槽 + - 必选：否 + - 默认值：true + + + +- **temporary** + - 描述：复制槽是否为临时性的，true：是；false：否 + - 必选：否 + - 默认值：true + + + +- **pavingData** + - 描述：是否将解析出的json数据拍平 + - 示例：假设解析的表为tb1，schema为dbo，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： +```json +{ + "type":"update", + "schema":"dbo", + "table":"customers", + "lsn":207967352, + "ts": 1576487525488, + "ingestion":1475129582923642, + "before_id":1, + "after_id":2 +} +``` +pavingData为false时： +```json +{ + "type":"update", + "schema":"dbo", + "table":"customers", + "lsn":207967352, + "ts": 1576487525488, + "ingestion":1481628798880038, + "before":{ + "id":1 + }, + "after":{ + "id":2 + } +} +``` +其中：ts是数据库中数据的变更时间，ingestion是插件解析这条数据的纳秒时间，lsn是该数据变更的日志序列号 + + - 必选：否 + - 默认值：false + + + + +## 五、配置示例 +```json +{ + "job": { + "content": [{ + "reader" : { + "parameter" : { + "username" : "username", + "password" : "password", + "url" : "jdbc:postgresql://0.0.0.1:5432/postgres", + "databaseName" : "postgres", + "cat" : "update,insert,delete", + "tableList" : [ + "changepk.test_table" + ], + "statusInterval" : 10000, + "lsn" : 0, + "slotName" : "", + "allowCreateSlot" : true, + "temporary" : true, + "pavingData" : true + }, + "name" : "pgwalreader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + + diff --git a/docs/realTime/writer/emqxwriter.md b/docs/realTime/writer/emqxwriter.md new file mode 100644 index 0000000000..b5774574bd --- /dev/null +++ b/docs/realTime/writer/emqxwriter.md @@ -0,0 +1,124 @@ +# Emqx Writer + + +## 一、插件名称 +名称：**emqxwriter**
+ +## 二、支持的数据源版本 +**Emqx 4.0及以上**
+ +## 三、参数说明
+ +- **broker** + - 描述：连接URL信息。 + - 必选：是 + - 默认值：无 + + + +- **topic** + - 描述：订阅主题 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：认证用户名 + - 必选：否 + - 默认值：无 + + + +- **password** + - 描述：认证密码 + - 必选：否 + - 默认值：无 + + + +- **isCleanSession** + - 描述：是否清除session + - false：MQTT服务器保存于客户端会话的的主题与确认位置 + - true：MQTT服务器不保存于客户端会话的的主题与确认位置 + - 必选：否 + - 默认值：true + + + +- **qos** + - 描述：服务质量 + - 0：AT_MOST_ONCE，至多一次； + - 1：AT_LEAST_ONCE，至少一次； + - 2：EXACTLY_ONCE，精准一次； + - 必选：否 + - 默认值：2 + + + + +## 四、配置示例 +```json +{ + "job": { + "content": [{ + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "writer" : { + "parameter" : { + "broker" : "tcp://0.0.0.1:1883", + "topic" : "test", + "username" : "username", + "password" : "password", + "isCleanSession": true, + "qos": 2 + }, + "name" : "emqxwriter" + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` +
diff --git a/docs/realTime/writer/kafkawriter.md b/docs/realTime/writer/kafkawriter.md new file mode 100644 index 0000000000..97355138cf --- /dev/null +++ b/docs/realTime/writer/kafkawriter.md @@ -0,0 +1,388 @@ +# Kafka Writer + + +## 一、插件名称 +kafka插件存在四个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： + +| kafka版本 | 插件名称 | +| --- | --- | +| kafka 0.9 | kafka09writer | +| kafka 0.10 | kafka10writer | +| kafka 0.11 | kafka11writer | +| kafka 1.0及以后 | kafkawriter | + + + + +## 二、参数说明
+ +- **timezone** + - 描述：时区 + - 必选：否 + - 默认值：无 + + + +- **topic** + - 描述：topic + - 必选：是 + - 默认值：无 + + + +- **encoding** + - 描述：编码 + - 注意：该参数只对kafka09reader插件有效 + - 必选：否 + - 默认值：UTF-8 + + + +- **brokerList** + - 描述：kafka broker地址列表 + - 注意：该参数只对kafka09writer插件有效 + - 必选：是 + - 默认值：无 + + + +- **producerSettings** + - 描述：kafka连接配置，支持所有`org.apache.kafka.clients.producer.ProducerConfig`中定义的配置 + - 必选：是 + - 默认值：无 + + + +- **tableFields** + - 描述：字段映射配置。从reader插件传递到writer插件的的数据只包含其value属性，配置该参数后可将其还原成键值对类型json字符串输出。 + - 注意： + - 若配置该属性，则该配置中的字段个数必须不少于reader插件中读取的字段个数，否则该配置失效； + - 映射关系按该配置中字段的先后顺序依次匹配； + - 必选：否 + - 默认值：无 + + + + +## 二、配置示例 + +#### 1、kafka09 +```json +{ + "job": { + "content": [{ + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer" : { + "parameter": { + "timezone": "UTC", + "topic": "kafka09", + "encoding": "UTF_8", + "brokerList": "0.0.0.1:9092", + "producerSettings": { + "zookeeper.connect" : "0.0.0.1:2182", + "bootstrap.servers" : "0.0.0.1:9092" + }, + "tableFields": ["id","user_id","name"] + }, + "name": "kafka09writer" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 2、kafka10 +```json +{ + "job": { + "content": [{ + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer" : { + "parameter": { + "timezone": "UTC", + "topic": "kafka10", + "producerSettings": { + "zookeeper.connect" : "0.0.0.1:2182", + "bootstrap.servers" : "0.0.0.1:9092" + }, + "tableFields": ["id","user_id","name"] + }, + "name": "kafka10writer" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 3、kafka11 +```json +{ + "job": { + "content": [{ + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer" : { + "parameter": { + "timezone": "UTC", + "topic": "kafka11", + "producerSettings": { + "zookeeper.connect" : "0.0.0.1:2182", + "bootstrap.servers" : "0.0.0.1:9092" + }, + "tableFields": ["id","user_id","name"] + }, + "name": "kafka11writer" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 4、kafka +```json +{ + "job": { + "content": [{ + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer" : { + "parameter": { + "timezone": "UTC", + "topic": "kafka", + "producerSettings": { + "zookeeper.connect" : "0.0.0.1:2182", + "bootstrap.servers" : "0.0.0.1:9092" + }, + "tableFields": ["id","user_id","name"] + }, + "name": "kafkawriter" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + +#### 5、MySQL->kafka +```json +{ + "job" : { + "content" : [ { + "reader": { + "name": "mysqlreader", + "parameter": { + "column": ["id","user_id","name"], + "username": "dtstack", + "password": "abc123", + "connection": [ + { + "jdbcUrl": [ + "jdbc:mysql://kudu3:3306/tudou" + ], + "table": [ + "kudu" + ] + } + ] + } + }, + "writer" : { + "parameter" : { + "tableFields" : ["id","user_id","name"], + "producerSettings" : { + "zookeeper.connect" : "kudu1:2182/kafka", + "bootstrap.servers" : "kudu1:9092" + }, + "topic" : "tudou" + }, + "name" : "kafkawriter" + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` + + diff --git a/docs/rediswriter.md b/docs/rediswriter.md deleted file mode 100644 index 366664ab63..0000000000 --- a/docs/rediswriter.md +++ /dev/null @@ -1,145 +0,0 @@ -# Redis写入插件（rediswriter） - -## 1. 配置样例 - -```json -{ - "job":{ - "content":[{ - "reader":{}, - "writer":{ - "parameter":{ - "hostPort":"localhost:6379", - "password": "密码", - "database":1, - "keyIndexes": [0,2], - "writeMode":"", - "keyFieldDelimiter": "\u0001", - "expireTime": 1000, - "timeout": 10000, - "dateFormat": "yyyy-MM-dd HH:mm:ss", - "type": "string", - "mode": "set", - "valueFieldDelimiter": "\u0001" - }, - "name":"rediswriter" - } - }] - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处只能填rediswriter，否则Flinkx将无法正常加载该插件包。 - * 必选：是 - * 默认值：无 - -* **hostPort** - - * 描述：Redis的IP地址和端口 - - * 必选：是 - - * 默认值：localhost:6379 - -* **password** - - * 描述：数据源指定用户名的密码 - - * 必选：是 - - * 默认值：无 - -* **database** - - * 描述：要写入Redis数据库 - - * 必选：否 - - * 默认值：0 - -* **keyIndexes** - - * 描述：keyIndexes 表示源端哪几列需要作为 key（第一列是从 0 开始）。如果是第一列和第二列需要组合作为 key，那么 keyIndexes 的值则为 [0,1]。 - - * 注意：配置 keyIndexes 后，Redis Writer 会将其余的列作为 value，如果您只想同步源表的某几列作为 key，某几列作为 value，不需要同步所有字段，那么在 Reader 插件端就指定好 column 作好列筛选即可。 - - * 必选：是 - - * 默认值：无 - -* **keyFieldDelimiter** - - * 描述：写入 Redis 的 key 分隔符。比如: key=key1\u0001id，如果 key 有多个需要拼接时，该值为必填项，如果 key 只有一个则可以忽略该配置项。 - - * 必选：否 - - * 默认值：\u0001 - -* **expireTime** - - * 描述：Redis value 值缓存失效时间（如果需要永久有效则可以不填该配置项）。 - - * 注意：如果过期时间的秒数大于 60*60*24*30（即 30 天），则服务端认为是 Unix 时间，该时间指定了到未来某个时刻数据失效。否则为相对当前时间的秒数，该时间指定了从现在开始多长时间后数据失效。 - - * 必选：否 - - * 默认值：0（0 表示永久有效） - -* **timeout** - - * 描述：写入 Redis 的超时时间。 - - * 单位：毫秒 - - * 必选：否 - - * 默认值：30000 - -* **dateFormat** - - * 描述：写入 Redis 时，Date 的时间格式：”yyyy-MM-dd HH:mm:ss” - - * 必选：否 - - * 默认值：将日期以long类型写入 - -* **writeMode** - - * 描述：写入模式，由于 Redis 的数据结构为key-value模式，因此只要key相同，就会覆盖value值 - - * 必选：是 - - * 所有选项：insert - - * 默认值：insert - -* **valueFieldDelimiter** - - * 描述：该配置项是考虑了当源数据每行超过两列的情况（如果您的源数据只有两列即 key 和 value 时，那么可以忽略该配置项，不用填写），value 类型是 string 时，value 之间的分隔符，比如 value1\u0001value2\u0001value3。 - - * 必选：否 - - * 默认值：\u0001 - -* **type和mode** - - * 描述：type 表示 value 的类型，mode 表示在选定的数据类型下的写入模式。 - - * 选项：string/list/set/zset/hash - - | type | 描述 | mode | 说明 | 注意 | - | ------ | ------- | ----- | ---------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------ | - | string | 字符串 | set | 存储这个数据，如果已经存在则覆盖 | | - | list | 字符串列表 | lpush | 在 list 最左边存储这个数据 | | - | list | 字符串列表 | rpush | 在 list 最右边存储这个数据 | | - | set | 字符串集合 | sadd | 向 set 集合中存储这个数据，如果已经存在则覆盖 | | - | zset | 有序字符串集合 | zadd | 向 zset 有序集合中存储这个数据，如果已经存在则覆盖 | 当 value 类型是 zset 时，数据源的每一行记录需要遵循相应的规范，即每一行记录除 key 以外，只能有一对 score 和 value，并且 score 必须在 value 前面，rediswriter 方能解析出哪一个 column 是 score，哪一个 column 是 value。 | - | hash | 哈希 | hset | 向 hash 有序集合中存储这个数据，如果已经存在则覆盖 | 当 value 类型是 hash 时，数据源的每一行记录需要遵循相应的规范，即每一行记录除 key 以外，只能有一对 attribute 和 value，并且 attribute 必须在 value 前面，Rediswriter 方能解析出哪一个 column 是 attribute，哪一个 column 是 value。 | - - * 必选：是 - - * 默认值：无 diff --git a/docs/restore.md b/docs/restore.md index 682ad95036..792a19ad99 100644 --- a/docs/restore.md +++ b/docs/restore.md @@ -56,12 +56,12 @@ and id > ${offset} offset存在时 ```sql -第一个通道： +#第一个通道: select * from data_test where id mod 2=0 and id > ${offset_0}; -第二个通道 +#第二个通道: select * from data_test where id mod 2=1 and id > ${offset_1}; @@ -70,11 +70,11 @@ and id > ${offset_1}; offset不存在时 ```sql -第一个通道： +#第一个通道: select * from data_test where id mod 2=0; -第二个通道 +#第二个通道: select * from data_test where id mod 2=1; ``` diff --git a/docs/streamreader.md b/docs/streamreader.md deleted file mode 100644 index 68886faa7a..0000000000 --- a/docs/streamreader.md +++ /dev/null @@ -1,60 +0,0 @@ -# Stream读取插件（streamreader） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "type": "int", - "value":"xxx" - } - ], - "sliceRecordCount":10000 - }, - "name": "streamreader" - }, - "writer": {} - } - ], - "setting": {} - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，streamreader。 - - * 必选：是 - - * 默认值：无 - -* **sliceRecordCount** - - * 描述：每个通道生成的数据条数，不配置此参数或者配置为0，程序会持续生成数据，不会停止 - - * 必选：否 - - * 默认值：0 - -* **column** - - * 描述：需要生成的字段。 - - * 属性说明: - - * type：字段类型，程序根据指定的字段类型生成模拟数据，支持基本数据类型以及基本类型的数组，"int[]"表示生成一个长度随机的整形数组； - - * value：常量值，程序使用此字段的值直接返回； - - * 必选：是 - - * 默认值：无 diff --git a/docs/streamwriter.md b/docs/streamwriter.md deleted file mode 100644 index 0d786d2f6b..0000000000 --- a/docs/streamwriter.md +++ /dev/null @@ -1,41 +0,0 @@ -# Stream写入插件（streamwriter） - -## 1. 配置样例 - -``` -{ - "job": { - "content": [ - { - "reader": {}, - "writer": { - "parameter": { - "print":true - }, - "name": "streamwriter" - } - } - ], - "setting": {} - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，此处填写插件名称，streamwriter，此插件用来单独测试reader插件，对读到的数据不做任务处理； - - * 必选：是 - - * 默认值：无 - -* **print** - - * 描述：是否在控制台打印数据 - - * 必选：否 - - * 默认值：false - diff --git a/flinkx-binlog/flinkx-binlog-core/src/main/java/com/google/common/collect/MapMakerHelper.java b/flinkx-binlog/flinkx-binlog-core/src/main/java/com/google/common/collect/MapMakerHelper.java index 6d8fb46b79..27b707c0ea 100644 --- a/flinkx-binlog/flinkx-binlog-core/src/main/java/com/google/common/collect/MapMakerHelper.java +++ b/flinkx-binlog/flinkx-binlog-core/src/main/java/com/google/common/collect/MapMakerHelper.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-binlog/flinkx-binlog-core/src/main/java/com/google/common/collect/MigrateMap.java b/flinkx-binlog/flinkx-binlog-core/src/main/java/com/google/common/collect/MigrateMap.java index a68bf0637e..0b8fb14c42 100644 --- a/flinkx-binlog/flinkx-binlog-core/src/main/java/com/google/common/collect/MigrateMap.java +++ b/flinkx-binlog/flinkx-binlog-core/src/main/java/com/google/common/collect/MigrateMap.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogEventSink.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogEventSink.java index 694c83d8e4..56f20ca9cb 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogEventSink.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogEventSink.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogInputFormat.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogInputFormat.java index 597b1cb30f..6db0787bbe 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogInputFormat.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogInputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogReader.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogReader.java index 1c9af53602..3708ac023e 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogReader.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogReader.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java index 8d3aea49f6..f5fdbe4ae2 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java @@ -20,6 +20,7 @@ import com.datastax.driver.core.*; import com.dtstack.flinkx.cassandra.CassandraUtil; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.google.common.base.Preconditions; @@ -180,7 +181,7 @@ else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { private String getQueryString(CassandraInputSplit inputSplit) { StringBuilder columns = new StringBuilder(); if (columnMeta == null) { - columns.append("*"); + columns.append(ConstantValue.STAR_SYMBOL); } else { for(MetaColumn column : columnMeta) { if(columns.length() > 0 ) { diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java index 412ad1e796..40304f54aa 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java @@ -48,6 +48,21 @@ public void openInternal(InputSplit inputSplit) throws IOException { LOG.info("inputSplit = {}", inputSplit); ClassUtil.forName(driverName, getClass().getClassLoader()); dbConn = ClickhouseUtil.getConnection(dbUrl, username, password); + initMetric(inputSplit); + String startLocation = incrementConfig.getStartLocation(); + if (incrementConfig.isPolling()) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); + } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { + getMaxValue(inputSplit); + } + + if(!canReadData(inputSplit)){ + LOG.warn("Not read data when the start location are equal to end location"); + hasNext = false; + return; + } + Statement statement = dbConn.createStatement(resultSetType, resultSetConcurrency); statement.setFetchSize(fetchSize); statement.setQueryTimeout(queryTimeOut); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index 47e20d2b28..bcac73e949 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -20,11 +20,7 @@ import com.dtstack.flink.api.java.MyLocalStreamEnvironment; import com.dtstack.flinkx.classloader.ClassLoaderManager; -import com.dtstack.flinkx.config.ContentConfig; -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.SpeedConfig; -import com.dtstack.flinkx.config.RestartConfig; -import com.dtstack.flinkx.config.TestConfig; +import com.dtstack.flinkx.config.*; import com.dtstack.flinkx.constants.ConfigConstant; import com.dtstack.flinkx.options.OptionParser; import com.dtstack.flinkx.reader.BaseDataReader; @@ -44,6 +40,7 @@ import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.streaming.api.CheckpointingMode; import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.streaming.api.datastream.DataStreamSource; import org.apache.flink.streaming.api.environment.CheckpointConfig; import org.apache.flink.streaming.api.environment.StreamContextEnvironment; @@ -116,14 +113,19 @@ public static void main(String[] args) throws Exception { env.setRestartStrategy(RestartStrategies.noRestart()); BaseDataReader dataReader = DataReaderFactory.getDataReader(config, env); DataStream dataStream = dataReader.readData(); - dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); + if(speedConfig.getReaderChannel() > 0){ + dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); + } if (speedConfig.isRebalance()) { dataStream = dataStream.rebalance(); } BaseDataWriter dataWriter = DataWriterFactory.getDataWriter(config); - dataWriter.writeData(dataStream).setParallelism(speedConfig.getWriterChannel()); + DataStreamSink dataStreamSink = dataWriter.writeData(dataStream); + if(speedConfig.getWriterChannel() > 0){ + dataStreamSink.setParallelism(speedConfig.getWriterChannel()); + } if(env instanceof MyLocalStreamEnvironment) { if(StringUtils.isNotEmpty(savepointPath)){ @@ -156,6 +158,8 @@ private static void configRestartStrategy(StreamExecutionEnvironment env, DataTr } else { env.setRestartStrategy(RestartStrategies.noRestart()); } + } else { + env.setRestartStrategy(RestartStrategies.noRestart()); } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java index e38d99a4dd..df46175089 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/ContentConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/ContentConfig.java index 6d275590bd..da56f4372f 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/ContentConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/ContentConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java index 9230bc7ea2..5e58d85e5a 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DirtyConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DirtyConfig.java index b7b35b99d0..c06bf8bc74 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DirtyConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DirtyConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/ErrorLimitConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/ErrorLimitConfig.java index ed7ad555fe..a22a816835 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/ErrorLimitConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/ErrorLimitConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/JobConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/JobConfig.java index 8ff9d7478d..1708fae975 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/JobConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/JobConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/ReaderConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/ReaderConfig.java index 36ef2bccb4..3247f81454 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/ReaderConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/ReaderConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java index 520f5f78e0..35068840ab 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java index 9cff52c598..c85c1bb376 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/SettingConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/SettingConfig.java index d982c78bab..632ac8e6ed 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/SettingConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/SettingConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java index f680887022..2a15601654 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/WriterConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/WriterConfig.java index 2df69d966b..1c798b951a 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/WriterConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/WriterConfig.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/Metrics.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/Metrics.java index e60495d808..952cac39aa 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/Metrics.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/Metrics.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ClusterMode.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ClusterMode.java index a12446768c..16690d43a9 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ClusterMode.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ClusterMode.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ColumnType.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ColumnType.java index f09bd0a039..12009ede3a 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ColumnType.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ColumnType.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/exception/WriteRecordException.java b/flinkx-core/src/main/java/com/dtstack/flinkx/exception/WriteRecordException.java index 27d08a8162..f7dae28b6b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/exception/WriteRecordException.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/exception/WriteRecordException.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java index 64bb73f2c3..1ce9844175 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormatBuilder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormatBuilder.java index ef1dc18337..8ba04e855b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormatBuilder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormatBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/latch/BaseLatch.java b/flinkx-core/src/main/java/com/dtstack/flinkx/latch/BaseLatch.java index 406792d799..adcdd44fb8 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/latch/BaseLatch.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/latch/BaseLatch.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/latch/LocalLatch.java b/flinkx-core/src/main/java/com/dtstack/flinkx/latch/LocalLatch.java index dae07d3d5c..c34bb06a13 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/latch/LocalLatch.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/latch/LocalLatch.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/latch/MetricLatch.java b/flinkx-core/src/main/java/com/dtstack/flinkx/latch/MetricLatch.java index 8d1eec3005..7a86f3f2c2 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/latch/MetricLatch.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/latch/MetricLatch.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index 9b57f5583b..0123d3f955 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java index 6e298859d9..0bdcca624a 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java index f00482eb59..5d42ccdec0 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReaderFactory.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReaderFactory.java index 59d3843d2e..548a1f0057 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReaderFactory.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReaderFactory.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java index ae05d25229..d328115334 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/restore/FormatState.java b/flinkx-core/src/main/java/com/dtstack/flinkx/restore/FormatState.java index 673893f71a..aa485ca084 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/restore/FormatState.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/restore/FormatState.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java index 350ba0bbff..bba853e451 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java index ccaa76abe3..8ce417196d 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RangeSplitUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RangeSplitUtil.java index abb4958910..ef25d54718 100755 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RangeSplitUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RangeSplitUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RowUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RowUtil.java index 8b1bab9611..e3f9e87d35 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RowUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RowUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java index 3066b0c2c6..b276d856cd 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/SysUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/SysUtil.java index 4988b304d9..d98895b88c 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/SysUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/SysUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/TelnetUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/TelnetUtil.java index 16dc734257..dd93b58e49 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/TelnetUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/TelnetUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ValueUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ValueUtil.java index d1202865e8..7465d84fdc 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ValueUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ValueUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/BaseDataWriter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/BaseDataWriter.java index edfe5da320..55b7c547a5 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/BaseDataWriter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/BaseDataWriter.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-es/flinkx-es-core/src/main/java/com/dtstack/flinkx/es/EsConfigKeys.java b/flinkx-es/flinkx-es-core/src/main/java/com/dtstack/flinkx/es/EsConfigKeys.java index 73477191dc..145e5f35cc 100644 --- a/flinkx-es/flinkx-es-core/src/main/java/com/dtstack/flinkx/es/EsConfigKeys.java +++ b/flinkx-es/flinkx-es-core/src/main/java/com/dtstack/flinkx/es/EsConfigKeys.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-es/flinkx-es-writer/src/main/java/com/dtstack/flinkx/es/writer/EsOutputFormat.java b/flinkx-es/flinkx-es-writer/src/main/java/com/dtstack/flinkx/es/writer/EsOutputFormat.java index c8c513def9..72d96de165 100644 --- a/flinkx-es/flinkx-es-writer/src/main/java/com/dtstack/flinkx/es/writer/EsOutputFormat.java +++ b/flinkx-es/flinkx-es-writer/src/main/java/com/dtstack/flinkx/es/writer/EsOutputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-es/flinkx-es-writer/src/main/java/com/dtstack/flinkx/es/writer/EsOutputFormatBuilder.java b/flinkx-es/flinkx-es-writer/src/main/java/com/dtstack/flinkx/es/writer/EsOutputFormatBuilder.java index 08dd266801..08613f7650 100644 --- a/flinkx-es/flinkx-es-writer/src/main/java/com/dtstack/flinkx/es/writer/EsOutputFormatBuilder.java +++ b/flinkx-es/flinkx-es-writer/src/main/java/com/dtstack/flinkx/es/writer/EsOutputFormatBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-examples/examples/binlog_to_hdfs.json b/flinkx-examples/examples/binlog_to_hdfs.json deleted file mode 100644 index d261eb165a..0000000000 --- a/flinkx-examples/examples/binlog_to_hdfs.json +++ /dev/null @@ -1,60 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "test", - "password" : "abc123", - "cat" : "insert,update,delete", - "jdbcUrl" : "jdbc:mysql://172.16.10.45:3306/test?charset=utf8", - "host" : "172.16.10.45", - "start" : { }, - "table" : [ "es_sink" ], - "pavingData" : false, - "username" : "dtstack" - }, - "name" : "binlogreader", - "type" : 1 - }, - "writer" : { - "parameter" : { - "path" : "/tmp/nanqitesthdfs", - "fileName" : "nanqi0903", - "hadoopConfig" : { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "fs.defaultFS" : "hdfs://ns1", - "dfs.namenode.rpc-address.ns1.nn2" : "kudu2:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "kudu1:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" - }, - "column" : [ { - "name" : "message", - "index" : 0, - "type" : "string" - } ], - "defaultFS" : "hdfs://ns1", - "writeMode" : "APPEND", - "fieldDelimiter" : ",", - "fileType" : "orc", - "charsetName" : "utf-8" - }, - "name" : "hdfswriter", - "type" : 6 - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : -1048576, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/binlog_to_hive.json b/flinkx-examples/examples/binlog_to_hive.json deleted file mode 100644 index 96d4261834..0000000000 --- a/flinkx-examples/examples/binlog_to_hive.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "DTstack1", - "password" : "123456", - "cat" : "insert,update,delete", - "jdbcUrl" : "jdbc:mysql://172.16.8.193:3306/DTstack1", - "host" : "172.16.8.193", - "start" : { }, - "table" : [ "employee_0", "employee_1", "employee_10", "employee_11", "employee_12", "employee_13", "employee_14", "employee_15", "employee_16", "employee_17", "employee_18", "employee_19", "employee_2", "employee_20", "employee_21", "employee_22", "employee_23", "employee_24", "employee_25", "employee_26", "employee_27", "employee_28", "employee_29", "employee_3", "employee_30", "employee_31", "employee_32", "employee_33", "employee_34", "employee_35", "employee_36", "employee_37", "employee_38", "employee_39", "employee_4", "employee_40", "employee_41", "employee_42", "employee_43", "employee_44", "employee_45", "employee_46", "employee_47", "employee_48", "employee_49", "employee_5", "employee_50", "employee_51", "employee_52", "employee_53", "employee_54", "employee_55", "employee_56", "employee_57", "employee_58", "employee_59", "employee_6", "employee_60", "employee_61", "employee_62", "employee_63", "employee_64", "employee_65", "employee_66", "employee_67", "employee_68", "employee_69", "employee_7", "employee_70", "employee_71", "employee_72", "employee_73", "employee_74", "employee_75", "employee_76", "employee_77", "employee_78", "employee_79", "employee_8", "employee_80", "employee_81", "employee_82", "employee_83", "employee_84", "employee_85", "employee_86", "employee_87", "employee_88", "employee_89", "employee_9", "employee_90", "employee_91", "employee_92", "employee_93", "employee_94", "employee_95", "employee_96", "employee_97", "employee_98", "employee_99" ], - "pavingData" : true, - "username" : "root" - }, - "name" : "binlogreader", - "type" : 1 - }, - "writer" : { - "parameter" : { - "fileName" : "pt", - "writeMode" : "append", - "fieldDelimiter" : "\u0001", - "partitionType" : "HOUR", - "path" : "", - "analyticalRules" : "stream_${schema}_${table}", - "password" : "", - "tablesColumn" : "{\"employee\":[{\"type\":\"VARCHAR\",\"key\":\"before_id\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_id\"},{\"type\":\"INT\",\"key\":\"before_deptno\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_deptno\"},{\"type\":\"INT\",\"key\":\"before_empno\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_empno\"},{\"type\":\"VARCHAR\",\"key\":\"before_ename\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_ename\"},{\"type\":\"VARCHAR\",\"key\":\"before_job\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_job\"},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"before_sal\",\"precision\":12},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"after_sal\",\"precision\":12},{\"type\":\"INT\",\"key\":\"before_hiredate\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_hiredate\"},{\"type\":\"VARCHAR\",\"key\":\"before_language19\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_language19\"},{\"type\":\"INT\",\"key\":\"before_health\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_health\"},{\"type\":\"VARCHAR\",\"key\":\"before_character19\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_character19\"},{\"type\":\"INT\",\"key\":\"before_id0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_id0\"},{\"type\":\"INT\",\"key\":\"before_deptno0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_deptno0\"},{\"type\":\"INT\",\"key\":\"before_empno0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_empno0\"},{\"type\":\"VARCHAR\",\"key\":\"before_ename0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_ename0\"},{\"type\":\"VARCHAR\",\"key\":\"before_job0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_job0\"},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"before_sal0\",\"precision\":12},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"after_sal0\",\"precision\":12},{\"type\":\"INT\",\"key\":\"before_hiredate0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_hiredate0\"},{\"type\":\"VARCHAR\",\"key\":\"before_language0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_language0\"},{\"type\":\"INT\",\"key\":\"before_health0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_health0\"},{\"type\":\"VARCHAR\",\"key\":\"before_character0\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_character0\"},{\"type\":\"INT\",\"key\":\"before_id1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_id1\"},{\"type\":\"INT\",\"key\":\"before_deptno1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_deptno1\"},{\"type\":\"INT\",\"key\":\"before_empno1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_empno1\"},{\"type\":\"VARCHAR\",\"key\":\"before_ename1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_ename1\"},{\"type\":\"VARCHAR\",\"key\":\"before_job1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_job1\"},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"before_sal1\",\"precision\":12},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"after_sal1\",\"precision\":12},{\"type\":\"INT\",\"key\":\"before_hiredate1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_hiredate1\"},{\"type\":\"VARCHAR\",\"key\":\"before_language1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_language1\"},{\"type\":\"INT\",\"key\":\"before_health1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_health1\"},{\"type\":\"VARCHAR\",\"key\":\"before_character1\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_character1\"},{\"type\":\"INT\",\"key\":\"before_id2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_id2\"},{\"type\":\"INT\",\"key\":\"before_deptno2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_deptno2\"},{\"type\":\"INT\",\"key\":\"before_empno2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_empno2\"},{\"type\":\"VARCHAR\",\"key\":\"before_ename2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_ename2\"},{\"type\":\"VARCHAR\",\"key\":\"before_job2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_job2\"},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"before_sal2\",\"precision\":12},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"after_sal2\",\"precision\":12},{\"type\":\"INT\",\"key\":\"before_hiredate2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_hiredate2\"},{\"type\":\"VARCHAR\",\"key\":\"before_language2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_language2\"},{\"type\":\"INT\",\"key\":\"before_health2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_health2\"},{\"type\":\"VARCHAR\",\"key\":\"before_character2\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_character2\"},{\"type\":\"INT\",\"key\":\"before_id3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_id3\"},{\"type\":\"INT\",\"key\":\"before_deptno3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_deptno3\"},{\"type\":\"INT\",\"key\":\"before_empno3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_empno3\"},{\"type\":\"VARCHAR\",\"key\":\"before_ename3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_ename3\"},{\"type\":\"VARCHAR\",\"key\":\"before_job3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_job3\"},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"before_sal3\",\"precision\":12},{\"scale\":31,\"comment\":\"\",\"type\":\"FLOAT\",\"key\":\"after_sal3\",\"precision\":12},{\"type\":\"INT\",\"key\":\"before_hiredate3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_hiredate3\"},{\"type\":\"VARCHAR\",\"key\":\"before_language3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_language3\"},{\"type\":\"INT\",\"key\":\"before_health3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"INT\",\"key\":\"after_health3\"},{\"type\":\"VARCHAR\",\"key\":\"before_character3\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR\",\"key\":\"after_character3\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"type\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"schema\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"table\"},{\"comment\":\"\",\"type\":\"bigint\",\"key\":\"ts\"}]}", - "partition" : "pt", - "hadoopConfig" : { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "fs.defaultFS" : "hdfs://ns1", - "dfs.namenode.rpc-address.ns1.nn2" : "node2:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "node1:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" - }, - "jdbcUrl" : "jdbc:hive2://node1:10000/data_science", - "defaultFS" : "hdfs://ns1", - "distributeTable" : "{\"employee\":[\"employee_0\",\"employee_1\",\"employee_10\",\"employee_11\",\"employee_12\",\"employee_13\",\"employee_14\",\"employee_15\",\"employee_16\",\"employee_17\",\"employee_18\",\"employee_19\",\"employee_2\",\"employee_20\",\"employee_21\",\"employee_22\",\"employee_23\",\"employee_24\",\"employee_25\",\"employee_26\",\"employee_27\",\"employee_28\",\"employee_29\",\"employee_3\",\"employee_30\",\"employee_31\",\"employee_32\",\"employee_33\",\"employee_34\",\"employee_35\",\"employee_36\",\"employee_37\",\"employee_38\",\"employee_39\",\"employee_4\",\"employee_40\",\"employee_41\",\"employee_42\",\"employee_43\",\"employee_44\",\"employee_45\",\"employee_46\",\"employee_47\",\"employee_48\",\"employee_49\",\"employee_5\",\"employee_50\",\"employee_51\",\"employee_52\",\"employee_53\",\"employee_54\",\"employee_55\",\"employee_56\",\"employee_57\",\"employee_58\",\"employee_59\",\"employee_6\",\"employee_60\",\"employee_61\",\"employee_62\",\"employee_63\",\"employee_64\",\"employee_65\",\"employee_66\",\"employee_67\",\"employee_68\",\"employee_69\",\"employee_7\",\"employee_70\",\"employee_71\",\"employee_72\",\"employee_73\",\"employee_74\",\"employee_75\",\"employee_76\",\"employee_77\",\"employee_78\",\"employee_79\",\"employee_8\",\"employee_80\",\"employee_81\",\"employee_82\",\"employee_83\",\"employee_84\",\"employee_85\",\"employee_86\",\"employee_87\",\"employee_88\",\"employee_89\",\"employee_9\",\"employee_90\",\"employee_91\",\"employee_92\",\"employee_93\",\"employee_94\",\"employee_95\",\"employee_96\",\"employee_97\",\"employee_98\",\"employee_99\"]}", - "fileType" : "orc", - "charsetName" : "utf-8", - "username" : "", - "bufferSize" : 1048576 - }, - "name" : "hivewriter", - "type" : 7 - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : 2097152, - "channel" : 3 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/binlog_to_kafka09.json b/flinkx-examples/examples/binlog_to_kafka09.json deleted file mode 100644 index 0c56f2d8a9..0000000000 --- a/flinkx-examples/examples/binlog_to_kafka09.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "password" : "abc123", - "cat" : "insert,update,delete", - "jdbcUrl" : "jdbc:mysql://172.16.10.45:3306/test", - "host": "172.16.10.45", - "start" : { }, - "table" : [ "date_test", "es_sink", "inserttype", "myresult", "pv1", "sales", "stmresult", "subtable3", "subtable4", "test_text", "testmuyun", "time_test", "totalsales", "user_list", "user_sink", "user_source", "xcpv1", "xctime", "ysq_order_fact20_carbon_3" ], - "username" : "dtstack" - }, - "name": "binlogreader" - }, - "writer": { - "parameter": { - "timezone" : "",//选填 - "encoding" : "utf-8",//选填 - "producerSettings" : {//必填 - "zookeeper.connect" : "172.16.8.107:2181/kafka" - }, - "topic" : "mufeng_est",//必填 - "brokerList" : "172.16.8.107:9092"//必填 - }, - "name": "kafka09writer" - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/binlog_to_kafka10.json b/flinkx-examples/examples/binlog_to_kafka10.json deleted file mode 100644 index 6df130fc0c..0000000000 --- a/flinkx-examples/examples/binlog_to_kafka10.json +++ /dev/null @@ -1,40 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "password" : "abc123", - "cat" : "insert,update,delete", - "jdbcUrl" : "jdbc:mysql://172.16.10.45:3306/test", - "host": "172.16.10.45", - "start" : { }, - "table" : [ "date_test", "es_sink", "inserttype", "myresult", "pv1", "sales", "stmresult", "subtable3", "subtable4", "test_text", "testmuyun", "time_test", "totalsales", "user_list", "user_sink", "user_source", "xcpv1", "xctime", "ysq_order_fact20_carbon_3" ], - "username" : "dtstack" - }, - "name": "binlogreader" - }, - "writer": { - "parameter": { - "timezone" : "",//选填 - "producerSettings" : {//必填 - "zookeeper.connect" : "172.16.8.107:2181/kafka", - "bootstrap.servers" : "172.16.8.107:9092" //必填 - }, - "topic" : "mufeng_est"//必填 - }, - "name": "kafka10writer" - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/binlog_to_kafka11.json b/flinkx-examples/examples/binlog_to_kafka11.json deleted file mode 100644 index da33403270..0000000000 --- a/flinkx-examples/examples/binlog_to_kafka11.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "test", - "password" : "abc123", - "cat" : "insert,update,delete", - "jdbcUrl" : "jdbc:mysql://172.16.10.45:3306/test", - "host" : "172.16.10.45", - "start" : {"timestamp":1567760579123}, - "table" : [ "myresult" ], - "pavingData" : true, - "username" : "dtstack" - }, - "name" : "binlogreader", - "type" : 1 - }, - "writer" : { - "parameter" : { - "producerSettings" : { - "zookeeper.connect" : "172.16.8.107:2181/kafka", - "bootstrap.servers" : "172.16.8.107:9092" - }, - "topic" : "mufeng_est" - }, - "name" : "kafka11writer", - "type" : 14 - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : -1048576, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/clickhouse_to_clickhouse.json b/flinkx-examples/examples/clickhouse_to_clickhouse.json deleted file mode 100644 index d8a8617553..0000000000 --- a/flinkx-examples/examples/clickhouse_to_clickhouse.json +++ /dev/null @@ -1,91 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "username": "username", - "password": "password", - "connection": [{ - "jdbcUrl": [ - "jdbc:clickhouse://ip:8123/test" - ], - "table": [ - "test1" - ] - }], - "column":[{ - "name": "id", - "type": "INT", - "key": "id" - }, - { - "name": "user_id", - "type": "INT", - "key": "user_id" - }, - { - "name": "name", - "type": "VARCHAR", - "key": "name" - }], - "splitPk": "id", - "where": " id > 121 " - }, - "name": "clickhousereader" - }, - "writer": { - "name": "clickhousewriter", - "parameter": { - "username": "username", - "password": "password", - "connection": [ - { - "jdbcUrl" : "jdbc:clickhouse://ip:8123/test", - "table": [ - "test2" - ] - } - ], - "session": [], - "preSql": [], - "postSql": [], - "writeMode": "insert", - "column": [ - { - "name": "id", - "type": "INT", - "key": "id" - }, - { - "name": "user_id", - "type": "INT", - "key": "user_id" - }, - { - "name": "name", - "type": "VARCHAR", - "key": "name" - } - ], - } - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 - }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/dm_to_dm.json b/flinkx-examples/examples/dm_to_dm.json deleted file mode 100644 index bec9a0a2cf..0000000000 --- a/flinkx-examples/examples/dm_to_dm.json +++ /dev/null @@ -1,96 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "name": "dmreader", - "parameter": { - "column": [ - { - "name": "id", - "type": "NUMBER", - "key": "id" - }, - { - "name": "user_id", - "type": "NUMBER", - "key": "user_id" - }, - { - "name": "name", - "type": "VARCHAR2", - "key": "name" - } - ], - "increColumn": "", - "startLocation": "", - "username": "SYSDBA", - "password": "SYSDBA", - "connection": [ - { - "jdbcUrl": [ - "jdbc:dm://0.0.0.0:5236" - ], - "table": [ - "kudu_data" - ] - } - ], - "where": "" - } - }, - "writer": { - "name": "dmwriter", - "parameter": { - "username": "SYSDBA", - "password": "SYSDBA", - "connection": [ - { - "jdbcUrl": "jdbc:dm://0.0.0.0:5236", - "table": [ - "kudu" - ] - } - ], - "session": [], - "preSql": [], - "postSql": [], - "writeMode": "update", - "column": [ - { - "name": "id", - "type": "NUMBER", - "key": "id" - }, - { - "name": "user_id", - "type": "NUMBER", - "key": "user_id" - }, - { - "name": "name", - "type": "VARCHAR2", - "key": "name" - } - ] - } - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 - }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/es_to_mysql.json b/flinkx-examples/examples/es_to_mysql.json deleted file mode 100644 index 1c1bb883fb..0000000000 --- a/flinkx-examples/examples/es_to_mysql.json +++ /dev/null @@ -1,59 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 2, - "bytes": 10000 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "name": "esreader", - "parameter": { - "address": "rdos1:9200,rdos2:9200", - "query": { - "match": { - "col2": "hallo" - } - }, - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - } - ] - } - }, - "writer": { - "name": "mysqlwriter", - "parameter": { - "writeMode": "insert", - "username": "dtstack", - "password": "abc123", - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true", - "table": [ - "tb333" - ] - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/ftp_to_mysql.json b/flinkx-examples/examples/ftp_to_mysql.json deleted file mode 100644 index e8eaa041d9..0000000000 --- a/flinkx-examples/examples/ftp_to_mysql.json +++ /dev/null @@ -1,59 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 1, - "bytes": 10000 - }, - "errorLimit": { - "record": 0, - "percentage": 50 - } - }, - "content": [ - { - "reader": { - "name": "ftpreader", - "parameter": { - "protocol": "ftp", - "host": "node01" , - "port": 21, - "username": "test1", - "password": "oh1986mygod", - "column": [ - { - "index": 0 - }, - { - "index": 1 - } - ], - "path": "/", - "encoding": "UTF-8", - "fieldDelimiter": "\\t" - } - }, - "writer": { - "parameter": { - "password": "abc123", - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?charset=utf8", - "table": [ - "sb5" - ] - } - ], - "writeMode": "insert", - "username": "dtstack" - }, - "name": "mysqlwriter" - } - } - ] - } -} diff --git a/flinkx-examples/examples/hbase_to_mysql.json b/flinkx-examples/examples/hbase_to_mysql.json deleted file mode 100644 index d904d95565..0000000000 --- a/flinkx-examples/examples/hbase_to_mysql.json +++ /dev/null @@ -1,67 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 2, - "bytes": 10000 - }, - "errorLimit": { - "record": 0, - "percentage": 2 - } - }, - "content": [ - { - "reader": { - "name": "hbasereader", - "parameter": { - "hbaseConfig": { - "hbase.zookeeper.property.clientPort": "2181", - "hbase.rootdir": "hdfs://ns1/hbase", - "hbase.cluster.distributed": "true", - "hbase.zookeeper.quorum": "node01,node02,node03", - "zookeeper.znode.parent": "/hbase" - }, - "table": "sb5", - "encodig": "utf-8", - "column": [ - { - "name": "rowkey", - "type": "string" - }, - { - "name": "cf1:id", - "type": "string" - } - ], - "range": { - "startRowkey": "", - "endRowkey": "", - "isBinaryRowkey": true - } - } - }, - "writer": { - "parameter": { - "password": "abc123", - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?charset=utf8", - "table": [ - "sb5" - ] - } - ], - "writeMode": "insert", - "username": "dtstack" - }, - "name": "mysqlwriter" - } - } - ] - } -} diff --git a/flinkx-examples/examples/hdfs_to_carbon.json b/flinkx-examples/examples/hdfs_to_carbon.json deleted file mode 100644 index 4283cdbf69..0000000000 --- a/flinkx-examples/examples/hdfs_to_carbon.json +++ /dev/null @@ -1,67 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "name": "hdfsreader", - "parameter": { - "path": "hdfs://ns1/user/hive/warehouse/mufeng_test.db/tmp_toutian_test", - "defaultFS": "hdfs://ns1", - "column": [ - { - "name": "name", - "index": 1, - "type": "string" - }, - { - "name": "id", - "index": 0, - "type": "int" - } - ], - "fileType": "orc", - "fieldDelimiter": "\u0001", - "encoding": "utf-8", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "node2:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "node1:9000", - "dfs.nameservices": "ns1" - } - } - }, - "writer": { - "name": "carbondatawriter", - "parameter": { - "path": "hdfs://ns1/user/hive/warehouse/carbon.store/qatest111/tmp_maoxiu_2", - "database": "qatest111", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "node2:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "node1:9000", - "dfs.nameservices": "ns1" - }, - "column": [ - "name", - "age" - ], - "defaultFS": "hdfs://ns1", - "writeMode": "overwrite", - "table": "tmp_maoxiu_2" - } - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 1048576 - }, - "errorLimit": { - "record": 100 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/hive_orc_to_mysql.json b/flinkx-examples/examples/hive_orc_to_mysql.json deleted file mode 100644 index b50d28fc70..0000000000 --- a/flinkx-examples/examples/hive_orc_to_mysql.json +++ /dev/null @@ -1,66 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "path": "hdfs://ns1/user/hive/warehouse/wujing_test.db/kepa_250", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.nameservices": "ns1" - }, - "column": [ - { - "name": "col1", - "index": 0, - "type": "string" - }, - { - "name": "col2", - "index": 1, - "type": "string" - } - ], - "defaultFS": "hdfs://ns1", - "fieldDelimiter": "", - "encoding": "utf-8", - "fileType": "orc" - }, - "name": "hdfsreader" - }, - "writer": { - "parameter": { - "password": "abc123", - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?charset=utf8", - "table": [ - "sb5" - ] - } - ], - "writeMode": "insert", - "username": "dtstack" - }, - "name": "mysqlwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/kafka09_to_kafka09.json b/flinkx-examples/examples/kafka09_to_kafka09.json deleted file mode 100644 index 2091fe0376..0000000000 --- a/flinkx-examples/examples/kafka09_to_kafka09.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "topic" : "yxabc",//必填 - "codec" : "plain",//选填 - "encoding" : "utf-8",//选填 - "consumerSettings" : {//必填 - "zookeeper.connect" : "172.16.8.107:2181/kafka",//必填 - "group.id" : "default", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "smallest" - } - }, - "name": "kafka09reader" - }, - "writer": { - "parameter": { - "timezone" : "",//选填 - "encoding" : "utf-8",//选填 - "producerSettings" : {//必填 - "zookeeper.connect" : "172.16.8.107:2181/kafka" - }, - "topic" : "mufeng_est",//必填 - "brokerList" : "172.16.8.107:9092"//必填 - }, - "name": "kafka09writer" - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/kafka10_to_kafka10.json b/flinkx-examples/examples/kafka10_to_kafka10.json deleted file mode 100644 index 8714dc2c9e..0000000000 --- a/flinkx-examples/examples/kafka10_to_kafka10.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "groupId" : "default",//必填 - "topic" : "mq03",//必填 - "blankIgnore" : false, //选填 - "codec" : "plain", //选填 - "consumerSettings" : {//必填 - "bootstrap.servers" : "172.16.8.107:9092", //必填 - "zookeeper.connect" : "172.16.8.107:2181/kafka", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "latest" - } - }, - "name": "kafka10reader" - }, - "writer": { - "parameter": { - "timezone" : "",//选填 - "producerSettings" : {//必填 - "zookeeper.connect" : "172.16.8.107:2181/kafka", - "bootstrap.servers" : "172.16.8.107:9092" //必填 - }, - "topic" : "mufeng_est"//必填 - }, - "name": "kafka10writer" - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/kafka11_to_hive.json b/flinkx-examples/examples/kafka11_to_hive.json deleted file mode 100644 index 998a55cd9d..0000000000 --- a/flinkx-examples/examples/kafka11_to_hive.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "groupId" : "default", - "topic" : "kafka10_hdfs", - "consumerSettings" : { - "zookeeper.connect" : "172.16.8.107:2181/kafka", - "bootstrap.servers" : "172.16.8.107:9092", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "latest" - } - }, - "name" : "kafka11reader", - "type" : 14 - }, - "writer" : { - "parameter" : { - "fileName" : "pt", - "writeMode" : "append", - "fieldDelimiter" : "\u0001", - "partitionType" : "HOUR", - "path" : "hdfs://ns1/user/hive/warehouse/data_science.db/kafka_hdfs", - "analyticalRules" : "stream_${schema}_${table}", - "password" : "", - "tablesColumn" : "{\"kafka_hdfs\":[{\"type\":\"string\",\"key\":\"message\",\"comment\":\"\"}]}", - "partition" : "pt", - "hadoopConfig" : { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "fs.defaultFS" : "hdfs://ns1", - "dfs.namenode.rpc-address.ns1.nn2" : "node2:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "node1:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" - }, - "jdbcUrl" : "jdbc:hive2://node1:10000/data_science", - "defaultFS" : "hdfs://ns1", - "table" : "kafka_hdfs", - "fileType" : "orc", - "charsetName" : "utf-8", - "username" : "", - "bufferSize" : 1048576 - }, - "name" : "hivewriter", - "type" : 7 - } - } ], - "setting" : { - "restore" : { - "isRestore" : true, - "isStream" : true - }, - "errorLimit" : { - }, - "speed" : { - "bytes" : 2097152, - "channel" : 3 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/kafka11_to_kafka11.json b/flinkx-examples/examples/kafka11_to_kafka11.json deleted file mode 100644 index 070101c583..0000000000 --- a/flinkx-examples/examples/kafka11_to_kafka11.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "groupId" : "default",//必填 - "topic" : "mq03",//必填 - "blankIgnore" : false, //选填 - "codec" : "plain", //选填 - "consumerSettings" : {//必填 - "bootstrap.servers" : "172.16.8.107:9092", //必填 - "zookeeper.connect" : "172.16.8.107:2181/kafka", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "latest" - } - }, - "name": "kafka11reader" - }, - "writer": { - "parameter": { - "timezone" : "",//选填 - "producerSettings" : { //必填 - "zookeeper.connect" : "172.16.8.107:2181/kafka", - "bootstrap.servers" : "172.16.8.107:9092" //必填 - }, - "topic" : "mufeng_est"//必填 - }, - "name": "kafka11writer" - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/kafka_stream.json b/flinkx-examples/examples/kafka_stream.json deleted file mode 100644 index 99562dc858..0000000000 --- a/flinkx-examples/examples/kafka_stream.json +++ /dev/null @@ -1,36 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "groupId" : "default", - "topic" : "tudou", - "consumerSettings" : { - "zookeeper.connect" : "ip:2181/kafka100", - "bootstrap.servers" : "ip:9092", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "latest" - } - }, - "name" : "kafkareader" - }, - "writer" : { - "parameter" : { - "print" : true - }, - "name" : "streamwriter" - } - } ], - "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : 0, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/mongodb_to_mysql.json b/flinkx-examples/examples/mongodb_to_mysql.json deleted file mode 100644 index 396f47a620..0000000000 --- a/flinkx-examples/examples/mongodb_to_mysql.json +++ /dev/null @@ -1,58 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 3, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - }, - "dirty": { - "path": "/tmp", - "hadoopConfig": { - "fs.default.name": "hdfs://ns1", - "dfs.nameservices": "ns1", - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.ha.automatic-failover.enabled": "true", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "fs.hdfs.impl.disable.cache": "true" - } - } - }, - "content": [ - { - "reader": { - - }, - "writer": { - "name": "mysqlwriter", - "parameter": { - "writeMode": "insert", - "username": "dtstack", - "password": "abc123", - "column": [ - "c1", - "c2" - ], - "batchSize": 1, - "session": [ - "set session sql_mode='ANSI'" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true", - "table": [ - "tb3" - ] - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/mysql_kafka.json b/flinkx-examples/examples/mysql_kafka.json deleted file mode 100644 index 7bfce6c2a9..0000000000 --- a/flinkx-examples/examples/mysql_kafka.json +++ /dev/null @@ -1,77 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader": { - "name": "mysqlreader", - "parameter": { - "column": [ - { - "name": "id", - "type": "BIGINT", - "key": "id" - }, - { - "name": "user_id", - "type": "bigint", - "key": "user_id" - }, - { - "name": "name", - "type": "varchar", - "key": "name" - }, - { - "name": "content", - "type": "varchar", - "key": "name" - } - ], - "increColumn": "", - "startLocation": "", - "password": "password", - "username": "username", - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://ip:3306/tudou" - ], - "table": [ - "binlog" - ] - } - ], - "splitKey":"id", - "customSql": "" - } - }, - "writer" : { - "parameter" : { - "tableFields" : [ - "id", - "user_id", - "name", - "content" - ], - "producerSettings" : { - "zookeeper.connect" : "ip:2181/kafka100", - "bootstrap.servers" : "ip:9092" - }, - "topic" : "tudou" - }, - "name" : "kafkawriter" - } - } ], - "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : false - }, - "errorLimit" : { - }, - "speed" : { - "bytes" : 0, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/mysql_to_es.json b/flinkx-examples/examples/mysql_to_es.json deleted file mode 100644 index e3c32d1eb5..0000000000 --- a/flinkx-examples/examples/mysql_to_es.json +++ /dev/null @@ -1,65 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 3, - "bytes": 10000000 - }, - "errorLimit": { - "record": 0, - "percentage": 20 - } - }, - "content": [ - { - "reader": { - "name": "mysqlreader", - "parameter": { - "username": "dtstack", - "password": "abc123", - "column": [ - "col1", - "col2" - ], - "splitPk": "col1", - "connection": [ - { - "table": [ - "tb2" - ], - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true" - ] - } - ] - } - }, - "writer": { - "name": "eswriter", - "parameter": { - "address": "rdos1:9200,rdos2:9200", - "index": "yoshi", - "type": "nani", - "bulkAction": 3, - "idColumn": [ - { - "index": 0, - "type": "int" - } - ], - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - } - ] - } - } - } - ] - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/mysql_to_ftp.json b/flinkx-examples/examples/mysql_to_ftp.json deleted file mode 100644 index 5f3452dd2e..0000000000 --- a/flinkx-examples/examples/mysql_to_ftp.json +++ /dev/null @@ -1,57 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 1 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - } - ], - "scliceRecordCount": ["1000"] - }, - "name": "streamreader" - }, - "writer": { - "name": "ftpwriter", - "parameter": { - "protocol": "sftp", - "host": "cdh_impala2", - "port": 22, - "privateKeyPath": "/root/.ssh/id_rsa", - "username": "root", - "password": "abc123", - "writeMode": "append", - "path": "/root/sftp", - "fieldDelimiter": ",", - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/mysql_to_hbase.json b/flinkx-examples/examples/mysql_to_hbase.json deleted file mode 100644 index 253af486a9..0000000000 --- a/flinkx-examples/examples/mysql_to_hbase.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 1 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "name": "mysqlreader", - "parameter": { - "username": "dtstack", - "password": "abc123", - "column": [ - "col1", - "col2" - ], - "splitPk": "col1", - "connection": [ - { - "table": [ - "tb2" - ], - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true" - ] - } - ] - } - }, - "writer": { - "name": "hbasewriter", - "parameter": { - "hbaseConfig": { - "hbase.zookeeper.property.clientPort": "2181", - "hbase.rootdir": "hdfs://ns1/hbase", - "hbase.cluster.distributed": "true", - "hbase.zookeeper.quorum": "node01,node02,node03", - "zookeeper.znode.parent": "/hbase" - }, - "table": "tb1", - "rowkeyColumn": "col1#col2", - "column": [ - { - "name": "cf1:id", - "type": "string" - }, - { - "name": "cf1:vv", - "type": "string" - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/mysql_to_hdfs_orc.json b/flinkx-examples/examples/mysql_to_hdfs_orc.json deleted file mode 100644 index 6abb990b38..0000000000 --- a/flinkx-examples/examples/mysql_to_hdfs_orc.json +++ /dev/null @@ -1,90 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "password": "abc123", - "columnTypes": [ - "java.lang.String", - "java.lang.String" - ], - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?charset=utf8" - ], - "table": [ - "tb1" - ] - } - ], - "splitPk": "col1", - "username": "dtstack" - }, - "name": "mysqlreader" - }, - "writer": { - "parameter": { - "path": "hdfs://ns1/user/hive/warehouse/wujing_test.db/kepa_250", - "fileName": "", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.nameservices": "ns1" - }, - "column": [ - { - "name": "col1", - "index": 0, - "type": "string" - }, - { - "name": "col2", - "index": 1, - "type": "string" - } - ], - "defaultFS": "hdfs://ns1", - "connection": [ - { - "jdbcUrl": "jdbc:hive2://node03:10000/wujing_test", - "table": [ - "kepa_250" - ] - } - ], - "writeMode": "overwrite", - "fieldDelimiter": "", - "encoding": "utf-8", - "fullColumnName": [ - "col1", - "col2" - ], - "fileType": "orc", - "fullColumnType": [ - "string", - "string" - ] - }, - "name": "hdfswriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 2 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/mysql_to_mongodb.json b/flinkx-examples/examples/mysql_to_mongodb.json deleted file mode 100644 index 30d9ee1044..0000000000 --- a/flinkx-examples/examples/mysql_to_mongodb.json +++ /dev/null @@ -1,46 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 4 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "parameter": { - "password": "abc123", - "columnTypes": [ - "java.lang.Integer", - "java.lang.String" - ], - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?charset=utf8" - ], - "table": [ - "tb2" - ] - } - ], - "splitPk": "col1", - "username": "dtstack" - }, - "name": "mysqlreader" - }, - "writer": { - - } - } - ] - } -} diff --git a/flinkx-examples/examples/mysql_to_mysql.json b/flinkx-examples/examples/mysql_to_mysql.json deleted file mode 100644 index f9c2bb2a0a..0000000000 --- a/flinkx-examples/examples/mysql_to_mysql.json +++ /dev/null @@ -1,78 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 3, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - }, - "dirty": { - "path": "/tmp", - "hadoopConfig": { - "fs.default.name": "hdfs://ns1", - "dfs.nameservices": "ns1", - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.ha.automatic-failover.enabled": "true", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "fs.hdfs.impl.disable.cache": "true" - } - } - }, - "content": [ - { - "reader": { - "name": "mysqlreader", - "parameter": { - "username": "dtstack", - "password": "abc123", - "column": [ - "id", - "v1" - ], - "where": "id > 1", - "connection": [ - { - "table": [ - "sb9" - ], - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true" - ] - } - ], - "splitPk": "id" - } - }, - "writer": { - "name": "mysqlwriter", - "parameter": { - "writeMode": "insert", - "username": "dtstack", - "password": "abc123", - "column": [ - "c1", - "c2" - ], - "batchSize": 1, - "session": [ - "set session sql_mode='ANSI'" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true", - "table": [ - "tb3" - ] - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/mysql_to_odps.json b/flinkx-examples/examples/mysql_to_odps.json deleted file mode 100644 index bd36870980..0000000000 --- a/flinkx-examples/examples/mysql_to_odps.json +++ /dev/null @@ -1,62 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 3, - "bytes": 10000000 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "name": "mysqlreader", - "parameter": { - "username": "dtstack", - "password": "abc123", - "column": [ - "col1", - "col2" - ], - // "splitPk": "col1", - "connection": [ - { - "table": [ - "tb2" - ], - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true" - ] - } - ] - } - }, - "writer": { - "name": "odpswriter", - "parameter": { - "odpsConfig": { - "accessId": "${odps.accessId}", - "accessKey": "${odps.accessKey}", - "project": "${odps.project}" - }, - "table": "tb252", - "partition": "pt='xxooxx'", - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - } - ] - } - } - } - ] - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/mysql_to_oracle.json b/flinkx-examples/examples/mysql_to_oracle.json deleted file mode 100644 index b82fb216bd..0000000000 --- a/flinkx-examples/examples/mysql_to_oracle.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "password": "abc123", - "columnTypes": [ - "java.lang.Integer", - "java.lang.String" - ], - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?charset=utf8" - ], - "table": [ - "tb2" - ] - } - ], - "splitPk": "col1", - "username": "dtstack" - }, - "name": "mysqlreader" - }, - "writer": { - "parameter": { - "password": "wujing", - "column": [ - "ID", - "C1" - ], - "connection": [ - { - "jdbcUrl": "jdbc:oracle:thin:@//172.16.8.121:1521/dtstack", - "table": [ - "SB2" - ] - } - ], - "writeMode": "insert", - "username": "wujing" - }, - "name": "oraclewriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 3 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/mysql_to_phoenix.json b/flinkx-examples/examples/mysql_to_phoenix.json deleted file mode 100644 index 71f3d5077d..0000000000 --- a/flinkx-examples/examples/mysql_to_phoenix.json +++ /dev/null @@ -1,72 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://127.0.0.1:3306/cake?useCursorFetch=true" - ], - "table": [ - "userinfo" - ] - } - ], - "username": "root", - "password": "745631289", - "column": [ - { - "name": "name", - "type": "varchar" - }, - { - "name": "age", - "type": "int" - } - ] - }, - "name": "mysqlreader" - }, - "writer": { - "name": "phoenixwriter", - "parameter": { - "username": "", - "password": "", - "connection": [ - { - "jdbcUrl": "jdbc:phoenix:myhbase:2181/hbase", - "table": [ - "USERINFO" - ] - } - ], - "column": [ - { - "name": "NAME", - "type": "varchar" - }, - { - "name": "AGE", - "type": "INTEGER" - } - ], - "writeMode": "insert", - "batchSize": 1024 - } - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/mysql_to_postgresql.json b/flinkx-examples/examples/mysql_to_postgresql.json deleted file mode 100644 index a8dd08d68f..0000000000 --- a/flinkx-examples/examples/mysql_to_postgresql.json +++ /dev/null @@ -1,46 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 4 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "parameter": { - "password": "abc123", - "columnTypes": [ - "java.lang.Integer", - "java.lang.String" - ], - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?charset=utf8" - ], - "table": [ - "tb2" - ] - } - ], - "splitPk": "col1", - "username": "dtstack" - }, - "name": "mysqlreader" - }, - "writer": { - - } - } - ] - } -} diff --git a/flinkx-examples/examples/mysql_to_redis.json b/flinkx-examples/examples/mysql_to_redis.json deleted file mode 100644 index 30d9ee1044..0000000000 --- a/flinkx-examples/examples/mysql_to_redis.json +++ /dev/null @@ -1,46 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 4 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "parameter": { - "password": "abc123", - "columnTypes": [ - "java.lang.Integer", - "java.lang.String" - ], - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?charset=utf8" - ], - "table": [ - "tb2" - ] - } - ], - "splitPk": "col1", - "username": "dtstack" - }, - "name": "mysqlreader" - }, - "writer": { - - } - } - ] - } -} diff --git a/flinkx-examples/examples/mysql_to_sftp.json b/flinkx-examples/examples/mysql_to_sftp.json deleted file mode 100644 index a1073ab358..0000000000 --- a/flinkx-examples/examples/mysql_to_sftp.json +++ /dev/null @@ -1,66 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 1 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "parameter": { - "password": "abc123", - "columnTypes": [ - "java.lang.String", - "java.lang.String" - ], - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?charset=utf8" - ], - "table": [ - "tb1" - ] - } - ], - "splitPk": "col1", - "username": "dtstack" - }, - "name": "mysqlreader" - }, - "writer": { - "name": "ftpwriter", - "parameter": { - "protocol": "sftp", - "host": "node03", - "port": 22, - "username": "mysftp", - "password": "oh1986mygod", - "writeMode": "overwrite", - "path": "/upload/xxx", - "fieldDelimiter": ",", - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/mysql_to_sqlserver.json b/flinkx-examples/examples/mysql_to_sqlserver.json deleted file mode 100644 index 8ad7320536..0000000000 --- a/flinkx-examples/examples/mysql_to_sqlserver.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 4 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "parameter": { - "password": "abc123", - "columnTypes": [ - "java.lang.Integer", - "java.lang.String" - ], - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?charset=utf8" - ], - "table": [ - "tb2" - ] - } - ], - "splitPk": "col1", - "username": "dtstack" - }, - "name": "mysqlreader" - }, - "writer": { - "name": "sqlserverwriter", - "parameter": { - "batchSize": 2048, - "username": "sa", - "password": "Dtstack201610!", - "column": [ - "id", - "v" - ], - "writeMode": "replace", - "connection": [ - { - "jdbcUrl": "jdbc:jtds:sqlserver://172.16.10.46:1433;DatabaseName=dq", - "table": [ - "tb1" - ] - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/odps_to_mysql.json b/flinkx-examples/examples/odps_to_mysql.json deleted file mode 100644 index 113db8184d..0000000000 --- a/flinkx-examples/examples/odps_to_mysql.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 3, - "bytes": 10000000 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "writer": { - "name": "mysqlwriter", - "parameter": { - "writeMode": "insert", - "username": "dtstack", - "password": "abc123", - "column": [ - "c1", - "c2" - ], - "batchSize": 1, - "session": [ - "set session sql_mode='ANSI'" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true", - "table": [ - "tb3" - ] - } - ] - } - }, - "reader": { - "name": "odpsreader", - "parameter": { - "odpsConfig": { - "accessId": "${odps.accessId}", - "accessKey": "${odps.accessKey}", - "project": "${odps.project}" - }, - "table": "tb252", - "partition": "pt='xxooxx'", - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/oracle_to_hdfs_text.json b/flinkx-examples/examples/oracle_to_hdfs_text.json deleted file mode 100644 index 288f12c67e..0000000000 --- a/flinkx-examples/examples/oracle_to_hdfs_text.json +++ /dev/null @@ -1,71 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 1 - }, - "errorLimit": { - "record": 0, - "percentage": 0.02 - } - }, - "content": [ - { - "reader": { - "parameter": { - "password": "abc123", - "columnTypes": [ - "java.lang.Integer", - "java.lang.String" - ], - "column": [ - "col1", - "col2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:mysql://172.16.8.104:3306/test?charset=utf8" - ], - "table": [ - "tb2" - ] - } - ], - "splitPk": "col1", - "username": "dtstack" - }, - "name": "mysqlreader" - }, - "writer": { - "name": "hdfswriter", - "parameter": { - "hadoopConfig": { - "dfs.nameservices":"ns1", - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider" - }, - "defaultFS": "hdfs://ns1", - "fileType": "text", - "fileName": "hallo", - "column": [ - { - "name": "col1", - "type": "STRING" - }, - { - "name": "col2", - "type": "STRING" - } - ], - "path": "/hyf", - "writeMode": "append", - "fieldDelimiter": "\\001" - } - } - } - ] - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/oracle_to_oracle.json b/flinkx-examples/examples/oracle_to_oracle.json deleted file mode 100644 index 7397f14aef..0000000000 --- a/flinkx-examples/examples/oracle_to_oracle.json +++ /dev/null @@ -1,61 +0,0 @@ -{"job": { - "content": [ - { - "reader": { - "parameter": { - "password": "wujing", - "where": "3 > 1", - "column": [ - "ID1", - "C1", - "C2" - ], - "connection": [ - { - "jdbcUrl": [ - "jdbc:oracle:thin:@//172.16.8.121:1521/dtstack" - ], - "table": [ - "SB1" - ] - } - ], - "splitPk": "ID1", - "username": "wujing" - }, - "name": "oraclereader" - }, - "writer": { - "parameter": { - "password": "wujing", - "column": [ - "ID", - "C1", - "C2" - ], - "connection": [ - { - "jdbcUrl": "jdbc:oracle:thin:@//172.16.8.121:1521/dtstack", - "table": [ - "SB2" - ] - } - ], - "writeMode": "replace", - "username": "wujing" - }, - "name": "oraclewriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 2 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/pgwal_to_stream.json b/flinkx-examples/examples/pgwal_to_stream.json deleted file mode 100644 index 86924263e5..0000000000 --- a/flinkx-examples/examples/pgwal_to_stream.json +++ /dev/null @@ -1,42 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "username" : "postgres", - "password" : "abc123", - "url" : "jdbc:postgresql://172.16.8.122:5432/postgres", - "databaseName" : "postgres", - "cat" : "update,insert,delete", - "tableList" : [ - "changepk.test_table" - ], - "statusInterval" : 10000, - "lsn" : 0, - "slotName" : "", - "allowCreateSlot" : true, - "temporary" : true, - "pavingData" : true - }, - "name" : "pgwalreader" - }, - "writer" : { - "parameter" : { - "print" : true - }, - "name" : "streamwriter" - } - } ], - "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : -1048576, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/phoenix_to_mysql.json b/flinkx-examples/examples/phoenix_to_mysql.json deleted file mode 100644 index 59534d987a..0000000000 --- a/flinkx-examples/examples/phoenix_to_mysql.json +++ /dev/null @@ -1,72 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "username": "", - "password": "", - "connection": [ - { - "jdbcUrl": [ - "jdbc:phoenix:myhbase:2181/hbase" - ], - "table": [ - "USERINFO" - ] - } - ], - "column": [ - { - "name": "NAME", - "type": "varchar" - }, - { - "name": "AGE", - "type": "INTEGER" - } - ] - }, - "name": "phoenixreader" - }, - "writer": { - "name": "mysqlwriter", - "parameter": { - "connection": [ - { - "jdbcUrl": "jdbc:mysql://127.0.0.1:3306/cake?useCursorFetch=true", - "table": [ - "userinfo" - ] - } - ], - "username": "root", - "password": "745631289", - "column": [ - { - "name": "name", - "type": "varchar" - }, - { - "name": "age", - "type": "int" - } - ], - "writeMode": "insert", - "batchSize": 1024 - } - } - } - ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/polarDB_to_polarDb.json b/flinkx-examples/examples/polarDB_to_polarDb.json deleted file mode 100644 index c4144e76d9..0000000000 --- a/flinkx-examples/examples/polarDB_to_polarDb.json +++ /dev/null @@ -1,77 +0,0 @@ -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "customSql" : "", - "startLocation" : "", - "increColumn" : "", - "column" : [ { - "name" : "id", - "type" : "BIGINT", - "key" : "id" - }, { - "name" : "user_id", - "type" : "BIGINT", - "key" : "user_id" - }, { - "name" : "name", - "type" : "VARCHAR", - "key" : "name" - } ], - "username" : "username", - "password" : "password", - "connection" : [ { - "jdbcUrl" : [ "jdbc:mysql://aaaa:3306/bbbb" ], - "table" : [ "kudu_data" ] - } ], - "splitPk" : "id" - }, - "name" : "polardbreader" - }, - "writer" : { - "parameter" : { - "postSql" : [ ], - "username" : "username", - "password" : "password", - "session" : [ ], - "column" : [ { - "name" : "id", - "type" : "BIGINT", - "key" : "id" - }, { - "name" : "user_id", - "type" : "BIGINT", - "key" : "user_id" - }, { - "name" : "name", - "type" : "VARCHAR", - "key" : "name" - } ], - "connection" : [ { - "jdbcUrl" : "jdbc:mysql://aaaa:3306/bbbb", - "table" : [ "kudu" ] - } ], - "writeMode" : "insert", - "preSql" : [ ] - }, - "name" : "polardbwriter" - } - } ], - "setting" : { - "restore" : { - "maxRowNumForCheckpoint" : 0, - "isRestore" : true, - "restoreColumnName" : "id", - "restoreColumnIndex" : 0 - }, - "errorLimit" : { - "record" : 100 - }, - "speed" : { - "bytes" : 0, - "channel" : 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/examples/postgresql_to_mysql.json b/flinkx-examples/examples/postgresql_to_mysql.json deleted file mode 100644 index 955d71eda5..0000000000 --- a/flinkx-examples/examples/postgresql_to_mysql.json +++ /dev/null @@ -1,65 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - } - }, - "content": [ - { - "reader": { - "name": "postgresqlreader", - "parameter": { - "username": "postgres", - "password": "admin123", - "column": [ - "id", - "name" - ], - "where": "", - "connection": [ - { - "table": [ - "jb_tb1" - ], - "jdbcUrl": [ - "jdbc:postgresql://localhost:5432/jb_test" - ] - } - ], - "splitPk": "id" - } - }, - "writer": { - "name": "mysqlwriter", - "parameter": { - "writeMode": "insert", - "username": "root", - "password": "admin123", - "column": [ - "id", - "name" - ], - "batchSize": 1, - "session": [ - "set session sql_mode='ANSI'" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://localhost:3306/jiangbo?useCursorFetch=true", - "table": [ - "postgresql_test" - ] - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/sftp_to_mysql.json b/flinkx-examples/examples/sftp_to_mysql.json deleted file mode 100644 index d2632c6ec7..0000000000 --- a/flinkx-examples/examples/sftp_to_mysql.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 1, - "bytes": 10000 - }, - "errorLimit": { - "record": 0, - "percentage": 50 - } - }, - "content": [ - { - "reader": { - "name": "ftpreader", - "parameter": { - "protocol": "sftp", - "host": "node01" , - "port": 22, - "username": "mysftp", - "password": "oh1986mygod", - "column": [ - { - "index": 0 - }, - { - "index": 1 - }, - { - "value": "youcan", - "type": "string" - } - ], - "path": "/upload", - "encoding": "UTF-8", - "fieldDelimiter": "\\t" - } - }, - "writer": { - "parameter": { - "password": "abc123", - "column": [ - "col1", - "col2", - "col3" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?charset=utf8", - "table": [ - "sb5" - ] - } - ], - "writeMode": "insert", - "username": "dtstack" - }, - "name": "mysqlwriter" - } - } - ] - } -} diff --git a/flinkx-examples/examples/sqlserver_to_mysql.json b/flinkx-examples/examples/sqlserver_to_mysql.json deleted file mode 100644 index 760e7b0859..0000000000 --- a/flinkx-examples/examples/sqlserver_to_mysql.json +++ /dev/null @@ -1,78 +0,0 @@ -{ - "job": { - "setting": { - "speed": { - "channel": 3, - "bytes": 0 - }, - "errorLimit": { - "record": 10000, - "percentage": 100 - }, - "dirty": { - "path": "/tmp", - "hadoopConfig": { - "fs.default.name": "hdfs://ns1", - "dfs.nameservices": "ns1", - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn1": "node02:9000", - "dfs.namenode.rpc-address.ns1.nn2": "node03:9000", - "dfs.ha.automatic-failover.enabled": "true", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "fs.hdfs.impl.disable.cache": "true" - } - } - }, - "content": [ - { - "reader": { - "name": "sqlserverreader", - "parameter": { - "username": "sa", - "password": "Dtstack201610!", - "column": [ - "id", - "v" - ], - "where": "id > 1", - "connection": [ - { - "table": [ - "tb1" - ], - "jdbcUrl": [ - "jdbc:jtds:sqlserver://172.16.10.46:1433;DatabaseName=dq" - ] - } - ], - "splitPk": "id" - } - }, - "writer": { - "name": "mysqlwriter", - "parameter": { - "writeMode": "insert", - "username": "dtstack", - "password": "abc123", - "column": [ - "c1", - "c2" - ], - "batchSize": 1, - "session": [ - "set session sql_mode='ANSI'" - ], - "connection": [ - { - "jdbcUrl": "jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true", - "table": [ - "tb3" - ] - } - ] - } - } - } - ] - } -} diff --git a/flinkx-examples/examples/stream_to_hbase.json b/flinkx-examples/examples/stream_to_hbase.json deleted file mode 100644 index 420d071f41..0000000000 --- a/flinkx-examples/examples/stream_to_hbase.json +++ /dev/null @@ -1,77 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "sliceRecordCount": ["0"], - "column": [ - { - "name": "name", - "type": "string", - "value": "xiangqin" - }, - { - "name": "age", - "type": "int", - "value": "26" - }, - { - "name": "father", - "type": "string", - "value": "yongfang" - }, - { - "name": "adress", - "type": "string", - "value": "zhejiang" - } - ] - }, - "name": "streamreader" - }, - "writer": { - "parameter": { - "column": [ - { - "name": "cf1:name", - "type": "string" - }, - { - "name": "cf1:age", - "type": "int" - }, - { - "name": "cf1:father", - "type": "string" - }, - { - "name": "cf1:adress", - "type": "string" - } - ], - "rowkeyColumn": "md5($(cf1:name)_$(cf1:father))", - "writeBufferSize": -1, - "table": "hbase_writer", - "sourceIds": [ - 371 - ], - "hbaseConfig": { - "hbase.zookeeper.quorum": "172.16.8.193" - } - }, - "name": "hbasewriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/flinkx-examples/pom.xml b/flinkx-examples/pom.xml deleted file mode 100644 index b6068aa503..0000000000 --- a/flinkx-examples/pom.xml +++ /dev/null @@ -1,22 +0,0 @@ - - - - flinkx-all - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-examples - - - - commons-cli - commons-cli - 1.2 - - - - \ No newline at end of file diff --git a/flinkx-examples/src/main/java/com/dtstack/flinkx/examples/ExampleGenerator.java b/flinkx-examples/src/main/java/com/dtstack/flinkx/examples/ExampleGenerator.java deleted file mode 100644 index 0feb6334d0..0000000000 --- a/flinkx-examples/src/main/java/com/dtstack/flinkx/examples/ExampleGenerator.java +++ /dev/null @@ -1,173 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.examples; - -import org.apache.commons.cli.BasicParser; -import org.apache.commons.cli.CommandLine; -import org.apache.commons.cli.Options; -import org.apache.commons.cli.ParseException; -import java.io.BufferedReader; -import java.io.BufferedWriter; -import java.io.File; -import java.io.FileInputStream; -import java.io.FileOutputStream; -import java.io.FilenameFilter; -import java.io.IOException; -import java.io.InputStreamReader; -import java.io.OutputStreamWriter; -import java.nio.charset.Charset; -import java.nio.charset.StandardCharsets; -import java.util.ArrayList; -import java.util.List; -import java.util.Properties; -import java.util.regex.Matcher; -import java.util.regex.Pattern; - -/** - * The class used for generating data-transfer-task json files using variable substitution - * - * Company: www.dtstack.com - * @author huyifan.zju@163.com - */ -public class ExampleGenerator { - private static final String OPTION_CONF_DIR = "c"; - private static final String OPTION_TEMPLATE_DIR = "t"; - private static final String OPTION_OUTPUT_DIR = "o"; - private Properties substituteMap = new Properties(); - private String confDir; - private String templateDir; - private String outputDir; - private List tempList = new ArrayList<>(); - - public ExampleGenerator(String confDir, String templateDir, String outputDir) { - this.confDir = confDir; - this.templateDir = templateDir; - this.outputDir = outputDir; - } - - public void generate() throws IOException { - File dir = new File(outputDir); - if(!dir.exists()) { - boolean result = dir.mkdir(); - if (!result) { - throw new RuntimeException("目录创建失败:" + outputDir); - } - } else if(!dir.isDirectory()) { - boolean deleteResult = dir.delete(); - if (!deleteResult) { - throw new RuntimeException("目录删除失败:" + outputDir); - } - - boolean createResult = dir.mkdir(); - if (!createResult) { - throw new RuntimeException("目录创建失败:" + outputDir); - } - } - - initVarMap(); - - initTempList(); - - for(String tempFile : tempList) { - String[] part = tempFile.split(File.separatorChar=='\\' ? "\\\\" : File.separator); - String outputPath = outputDir + File.separator + part[part.length - 1]; - try(BufferedReader br = new BufferedReader(new InputStreamReader(new FileInputStream(tempFile), StandardCharsets.UTF_8))) { - try(BufferedWriter bw = new BufferedWriter(new OutputStreamWriter(new FileOutputStream(outputPath), StandardCharsets.UTF_8))) { - String line; - while((line = br.readLine()) != null) { - bw.write(substituteVars(line)); - bw.write("\n"); - } - } - } - } - - } - - public void initTempList() throws IOException { - File dir = new File(templateDir); - if(dir.exists() && dir.isDirectory()) { - File[] tempFiles = dir.listFiles(new FilenameFilter() { - @Override - public boolean accept(File dir, String name) { - return name.toLowerCase().endsWith(".json"); - } - }); - if(tempFiles != null) { - for(File tempFile : tempFiles) { - tempList.add(tempFile.getPath()); - } - } - } - } - - public void initVarMap() throws IOException { - File dir = new File(confDir); - if(dir.exists() && dir.isDirectory()) { - File[] confFiles = dir.listFiles(new FilenameFilter() { - @Override - public boolean accept(File dir, String name) { - return name.toLowerCase().endsWith(".conf"); - } - }); - for(File confFile : confFiles) { - substituteMap.load(new FileInputStream(confFile)); - } - } - } - - public String substituteVars(String str) { - StringBuilder sb = new StringBuilder(); - String pattern = "\\$\\{(.+?)\\}"; - Pattern r = Pattern.compile(pattern); - Matcher m = r.matcher(str); - int start = 0; - while(m.find()) { - String var = m.group(1); - if(substituteMap.containsKey(var)) { - sb.append(str.substring(start, m.start())); - sb.append(substituteMap.get(var)); - start = m.end(); - } - } - if(start < str.length()) { - sb.append(str.substring(start)); - } - return sb.toString(); - } - - private static ExampleGenerator getInstance(String[] args) throws ParseException { - Options options = new Options(); - options.addOption(OPTION_CONF_DIR, true, "Variable configuration directory"); - options.addOption(OPTION_TEMPLATE_DIR, true, "Task template directory"); - options.addOption(OPTION_OUTPUT_DIR, true, "Output Directory"); - BasicParser parser = new BasicParser(); - CommandLine cmdLine = parser.parse(options, args); - String confDir = cmdLine.getOptionValue(OPTION_CONF_DIR); - String templateDir = cmdLine.getOptionValue(OPTION_TEMPLATE_DIR); - String outputDir = cmdLine.getOptionValue(OPTION_OUTPUT_DIR); - return new ExampleGenerator(confDir, templateDir, outputDir); - } - - public static void main(String[] args) throws IOException, ParseException { - ExampleGenerator generator = getInstance(args); - generator.generate(); - } - -} diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfigConstants.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfigConstants.java index 03f0253d22..337d0e43bc 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfigConstants.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfigConstants.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfigKeys.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfigKeys.java index e0aea9ca1a..9c1e3df970 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfigKeys.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfigKeys.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java index c16807eda1..d201625068 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java index 5ff1d9eb61..c8da4124b1 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/SftpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/SftpHandler.java index 4fce4b12ab..702dcf3c65 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/SftpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/SftpHandler.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java index 2f71951349..d83d83b3ee 100644 --- a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java +++ b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigKeys.java b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigKeys.java index 4fefcc3218..0eb4cfc4ee 100644 --- a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigKeys.java +++ b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigKeys.java @@ -1,5 +1,5 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java index c0efd9463b..0bce2c0c69 100644 --- a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java +++ b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java index 89cb0a7503..495a89c4e6 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormatBuilder.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormatBuilder.java index 3d446fce2f..cfae99b025 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormatBuilder.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormatBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java index 20126e65fe..913c0fd41c 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java index ee7ff67c95..fc6ced4a25 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java index 84bc487084..b678812f68 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -98,12 +98,12 @@ public static Object string2col(String str, String type, SimpleDateFormat custom public static Object getWritableValue(Object writable) { Class clz = writable.getClass(); - Object ret = null; + Object ret; if(clz == IntWritable.class) { ret = ((IntWritable) writable).get(); } else if(clz == Text.class) { - ret = ((Text) writable).toString(); + ret = writable.toString(); } else if(clz == LongWritable.class) { ret = ((LongWritable) writable).get(); } else if(clz == ByteWritable.class) { @@ -120,7 +120,7 @@ public static Object getWritableValue(Object writable) { } public static ObjectInspector columnTypeToObjectInspetor(ColumnType columnType) { - ObjectInspector objectInspector = null; + ObjectInspector objectInspector; switch(columnType) { case TINYINT: objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Byte.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java index ad0f0ba063..5d82539795 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java index 69213c0468..f6d802cf1b 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsInputFormatBuilder.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsInputFormatBuilder.java index 6b2f5c108e..c13b6c3898 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsInputFormatBuilder.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsInputFormatBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java index ea30887cda..16fb276495 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -140,12 +140,14 @@ protected Row nextRecordInternal(Row row) throws IOException { Object val = null; if(metaColumn.getIndex() != -1){ - if(currentLine.getFieldRepetitionCount(metaColumn.getIndex()) > 0){ - val = getData(currentLine,metaColumn.getType(),metaColumn.getIndex()); - } - - if (val == null && metaColumn.getValue() != null){ - val = metaColumn.getValue(); + if (metaColumn.getIndex() < currentLine.getType().getFieldCount()) { + if(currentLine.getFieldRepetitionCount(metaColumn.getIndex()) > 0){ + val = getData(currentLine,metaColumn.getType(),metaColumn.getIndex()); + } + + if (val == null && metaColumn.getValue() != null){ + val = metaColumn.getValue(); + } } } else if (metaColumn.getValue() != null){ val = metaColumn.getValue(); diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java index 52ba5549f2..5e3cea2a94 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java index 898fcf0895..2ba2b1c363 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java index 4b9058e4ec..38ff34f667 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java index 9a465dafd4..90f84054d5 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java index d0448207d9..ec30366e16 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java index 217fd45ad6..7c4cd0e1fa 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java index 3b638288ad..a3daa372c4 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsWriter.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsWriter.java index 9990b95d0c..684d2789eb 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsWriter.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsWriter.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/StringUtil.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/StringUtil.java index 679f589117..d4f25dd030 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/StringUtil.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/StringUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/ECompressType.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/ECompressType.java index a6204e2045..dba3700e60 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/ECompressType.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/ECompressType.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/EStoreType.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/EStoreType.java index 503f5ef78f..c713299422 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/EStoreType.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/EStoreType.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/HiveConfigKeys.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/HiveConfigKeys.java index 4a4bb278fe..86163be6d1 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/HiveConfigKeys.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/HiveConfigKeys.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -28,14 +28,13 @@ public class HiveConfigKeys { public static final String KEY_DEFAULT_FS = "defaultFS"; public static final String KEY_FS_DEFAULT_FS = "fs.defaultFS"; -// -// public static final String KEY_PATH = "path"; public static final String KEY_HADOOP_CONFIG = "hadoopConfig"; public static final String KEY_FILE_TYPE = "fileType"; public static final String KEY_PARTITION_TYPE = "partitionType"; + public static final String KEY_PARTITION = "partition"; public static final String KEY_WRITE_MODE = "writeMode"; @@ -52,26 +51,14 @@ public class HiveConfigKeys { public static final String KEY_PASSWORD = "password"; -// public static final String KEY_FULL_COLUMN_NAME_LIST = "fullColumnName"; -// -// public static final String KEY_FULL_COLUMN_TYPE_LIST = "fullColumnType"; -// -// public static final String KEY_COLUMN_NAME = "name"; -// -// public static final String KEY_COLUMN_TYPE = "type"; - public static final String KEY_COMPRESS = "compress"; public static final String KEY_INTERVAL = "interval"; public static final String KEY_BUFFER_SIZE = "bufferSize"; -// public static final String KEY_FILE_NAME = "fileName"; - public static final String KEY_CHARSET_NAME = "charsetName"; -// public static final String KEY_ROW_GROUP_SIZE = "rowGroupSize"; - public static final String KEY_MAX_FILE_SIZE = "maxFileSize"; } diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TableInfo.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TableInfo.java index 386370ee73..7c31ed22e6 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TableInfo.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TableInfo.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java index 8a4f21ffdc..0de6b79e84 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AddressUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AddressUtil.java index c2b2158eb7..14d8d3fc8b 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AddressUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AddressUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/DateUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/DateUtil.java index 2189a9a4d3..6ac0e5a16c 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/DateUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/DateUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java index e57e8eb74e..2c36ff3c74 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java index 2be26c5cd9..7e0c0193fa 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/PathConverterUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/PathConverterUtil.java index fa34b932b7..19b125bcaa 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/PathConverterUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/PathConverterUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/RetryUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/RetryUtil.java index 2ac7faa006..a4abd4f9d4 100755 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/RetryUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/RetryUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information @@ -23,9 +23,6 @@ import java.util.List; import java.util.concurrent.Callable; -import java.util.concurrent.Future; -import java.util.concurrent.ThreadPoolExecutor; -import java.util.concurrent.TimeUnit; /** * @author toutian diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/org/apache/hive/jdbc/HiveConnection.java b/flinkx-hive/flinkx-hive-core/src/main/java/org/apache/hive/jdbc/HiveConnection.java index e86482c22f..5c3c5725ea 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/org/apache/hive/jdbc/HiveConnection.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/org/apache/hive/jdbc/HiveConnection.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java index 8b85e65939..f8c69886b1 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java index 2259077ec5..5168b850a6 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09InputFormat.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09InputFormat.java index 165ffd7ad3..ce1c5786d5 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09InputFormat.java +++ b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09InputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java index aaa0150475..62abf5f7d6 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java +++ b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10InputFormat.java b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10InputFormat.java index 9508fbbf14..448ae9768d 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10InputFormat.java +++ b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10InputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Reader.java b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Reader.java index ef77f72d4b..5b89c335d0 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Reader.java +++ b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Reader.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java index aa59f328f3..0424bb2801 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Reader.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Reader.java index 72748a7a14..758258e730 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Reader.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Reader.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java index 65355a6544..ec610798dc 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java @@ -22,7 +22,10 @@ import com.dtstack.flinkx.kafkabase.decoder.IDecode; import com.dtstack.flinkx.kafkabase.decoder.JsonDecoder; import com.dtstack.flinkx.kafkabase.decoder.PlainDecoder; +import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.StringUtil; +import org.apache.commons.collections.CollectionUtils; import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; @@ -30,6 +33,7 @@ import org.slf4j.LoggerFactory; import java.io.IOException; +import java.util.List; import java.util.Map; import java.util.Properties; import java.util.concurrent.BlockingQueue; @@ -51,6 +55,7 @@ public class KafkaBaseInputFormat extends BaseRichInputFormat { protected boolean blankIgnore; protected String encoding; protected Map consumerSettings; + protected List metaColumns; protected volatile boolean running = false; protected transient BlockingQueue queue; protected transient KafkaBaseConsumer consumer; @@ -95,7 +100,19 @@ protected void closeInternal() throws IOException { public void processEvent(Map event) { try { - queue.put(Row.of(event)); + Row row; + if(CollectionUtils.isEmpty(metaColumns)){ + row = Row.of(event); + }else{ + row = new Row(metaColumns.size()); + for (int i = 0; i < metaColumns.size(); i++) { + MetaColumn metaColumn = metaColumns.get(i); + Object value = event.get(metaColumn.getName()); + Object obj = StringUtil.string2col(String.valueOf(value), metaColumn.getType(), metaColumn.getTimeFormat()); + row.setField(i , obj); + } + } + queue.put(row); } catch (InterruptedException e) { LOG.error("takeEvent interrupted event:{} error:{}", event, e); } @@ -150,6 +167,10 @@ public void setConsumerSettings(Map consumerSettings) { this.consumerSettings = consumerSettings; } + public void setMetaColumns(List metaColumns) { + this.metaColumns = metaColumns; + } + @Override public void setRestoreConfig(RestoreConfig restoreConfig) { this.restoreConfig = restoreConfig; diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java index 5d72540717..7f3739089a 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java @@ -20,10 +20,12 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.reader.BaseDataReader; +import com.dtstack.flinkx.reader.MetaColumn; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; +import java.util.List; import java.util.Map; import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.*; @@ -41,6 +43,7 @@ public class KafkaBaseReader extends BaseDataReader { protected String codec; protected boolean blankIgnore; protected Map consumerSettings; + protected List metaColumns; @SuppressWarnings("unchecked") public KafkaBaseReader(DataTransferConfig config, StreamExecutionEnvironment env) { @@ -51,6 +54,7 @@ public KafkaBaseReader(DataTransferConfig config, StreamExecutionEnvironment env codec = readerConfig.getParameter().getStringVal(KEY_CODEC, "plain"); blankIgnore = readerConfig.getParameter().getBooleanVal(KEY_BLANK_IGNORE, false); consumerSettings = (Map) readerConfig.getParameter().getVal(KEY_CONSUMER_SETTINGS); + metaColumns = MetaColumn.getMetaColumns(readerConfig.getParameter().getColumn()); } @Override @@ -62,7 +66,7 @@ public DataStream readData() { format.setBlankIgnore(blankIgnore); format.setConsumerSettings(consumerSettings); format.setRestoreConfig(restoreConfig); - + format.setMetaColumns(metaColumns); return createInput(format); } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index dc952713f6..1b823c77eb 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java index c0cf771e7b..1d64181e81 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java b/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java index 9e919df0e2..3ef4726e79 100644 --- a/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java +++ b/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java @@ -119,7 +119,7 @@ protected String makeValues(List column) { @Override public int getFetchSize(){ - return 1000; + return Integer.MIN_VALUE; } @Override diff --git a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java index 2bec64ac8e..7915c9bd64 100644 --- a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java @@ -22,6 +22,8 @@ import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.google.gson.Gson; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; @@ -64,6 +66,8 @@ public void openInternal(InputSplit inputSplit) throws IOException { } querySql = buildQuerySql(inputSplit); + //MySQL流式读取 + fetchSize = Integer.MIN_VALUE; executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); @@ -118,6 +122,7 @@ public Row nextRecordInternal(Row row) throws IOException { } return super.nextRecordInternal(row); }catch (Exception e) { + LOG.error("error to get next record, row = {}, descColumnTypeList = {}, e = {}", row, new Gson().toJson(descColumnTypeList), ExceptionUtil.getErrorMessage(e)); throw new IOException("Couldn't read data - " + e.getMessage(), e); } } diff --git a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsConfigConstants.java b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsConfigConstants.java index 745fcd7770..a36d048ea2 100644 --- a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsConfigConstants.java +++ b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsConfigConstants.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsConfigKeys.java b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsConfigKeys.java index 580996b24b..71f06d6ac6 100755 --- a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsConfigKeys.java +++ b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsConfigKeys.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java index 707b82df7d..dd54b0ba18 100644 --- a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java +++ b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormat.java b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormat.java index f6346492de..f22abeab47 100644 --- a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormat.java +++ b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormat.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java index 8b1e650ff3..1bd4db402b 100644 --- a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java +++ b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java @@ -1,4 +1,4 @@ -/** +/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java index a90729ee0d..581d2030d9 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java @@ -25,6 +25,7 @@ import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.SysUtil; import com.dtstack.flinkx.util.TelnetUtil; +import com.google.gson.Gson; import org.apache.commons.lang.StringUtils; import org.apache.flink.util.CollectionUtil; import org.slf4j.Logger; @@ -40,9 +41,9 @@ import java.util.regex.Pattern; /** - * * Utilities for relational database connection and sql execution * company: www.dtstack.com + * * @author huyifan_zju@ */ public class DbUtil { @@ -92,15 +93,16 @@ public class DbUtil { /** * 获取jdbc连接(超时10S) - * @param url url - * @param username 账号 - * @param password 密码 + * + * @param url url + * @param username 账号 + * @param password 密码 * @return * @throws SQLException */ private static Connection getConnectionInternal(String url, String username, String password) throws SQLException { Connection dbConn; - synchronized (ClassUtil.LOCK_STR){ + synchronized (ClassUtil.LOCK_STR) { DriverManager.setLoginTimeout(10); // telnet @@ -118,9 +120,10 @@ private static Connection getConnectionInternal(String url, String username, Str /** * 获取jdbc连接(重试3次) - * @param url url - * @param username 账号 - * @param password 密码 + * + * @param url url + * @param username 账号 + * @param password 密码 * @return * @throws SQLException */ @@ -154,9 +157,10 @@ public static Connection getConnection(String url, String username, String passw /** * 关闭连接资源 - * @param rs ResultSet - * @param stmt Statement - * @param conn Connection + * + * @param rs ResultSet + * @param stmt Statement + * @param conn Connection * @param commit */ public static void closeDbResources(ResultSet rs, Statement stmt, Connection conn, boolean commit) { @@ -178,7 +182,7 @@ public static void closeDbResources(ResultSet rs, Statement stmt, Connection con if (null != conn) { try { - if(commit){ + if (commit) { commit(conn); } @@ -191,36 +195,38 @@ public static void closeDbResources(ResultSet rs, Statement stmt, Connection con /** * 手动提交事物 + * * @param conn Connection */ - public static void commit(Connection conn){ + public static void commit(Connection conn) { try { - if (!conn.isClosed() && !conn.getAutoCommit()){ + if (!conn.isClosed() && !conn.getAutoCommit()) { conn.commit(); } - } catch (SQLException e){ + } catch (SQLException e) { LOG.warn("commit error:{}", ExceptionUtil.getErrorMessage(e)); } } /** * 批量执行sql + * * @param dbConn Connection * @param sqls sql列表 */ public static void executeBatch(Connection dbConn, List sqls) { - if(sqls == null || sqls.size() == 0) { + if (sqls == null || sqls.size() == 0) { return; } try { Statement stmt = dbConn.createStatement(); - for(String sql : sqls) { + for (String sql : sqls) { stmt.addBatch(sql); } stmt.executeBatch(); } catch (SQLException e) { - throw new RuntimeException("execute batch sql error:{}",e); + throw new RuntimeException("execute batch sql error:{}", e); } finally { commit(dbConn); } @@ -228,19 +234,20 @@ public static void executeBatch(Connection dbConn, List sqls) { /** * 获取某数据库某表的主键和唯一索引 - * @param table 表名 - * @param dbConn 数据库连接 + * + * @param table 表名 + * @param dbConn 数据库连接 * @return * @throws SQLException */ - public static Map> getPrimaryOrUniqueKeys(String table, Connection dbConn) throws SQLException { - Map> keyMap = new HashMap<>(16); + public static Map> getPrimaryOrUniqueKeys(String table, Connection dbConn) throws SQLException { + Map> keyMap = new HashMap<>(16); DatabaseMetaData meta = dbConn.getMetaData(); - ResultSet rs = meta.getIndexInfo(null,null,table,true,false); - while(rs.next()) { + ResultSet rs = meta.getIndexInfo(null, null, table, true, false); + while (rs.next()) { String pkName = rs.getString(6); String columnName = rs.getString(9); - if(!keyMap.containsKey(pkName)) { + if (!keyMap.containsKey(pkName)) { keyMap.put(pkName, new ArrayList<>()); } keyMap.get(pkName).add(columnName); @@ -250,13 +257,14 @@ public static Map> getPrimaryOrUniqueKeys(String table, Conn /** * 封装channel通道顺序 + * * @param channels * @return */ - public static Object[][] getParameterValues(final int channels){ + public static Object[][] getParameterValues(final int channels) { ParameterValuesProvider provider = () -> { Integer[][] parameters = new Integer[channels][]; - for(int i = 0; i < channels; ++i) { + for (int i = 0; i < channels; ++i) { parameters[i] = new Integer[2]; parameters[i][0] = channels; parameters[i][1] = i; @@ -269,17 +277,17 @@ public static Object[][] getParameterValues(final int channels){ /** * 获取表列名类型列表 + * * @param dbUrl jdbc url * @param username 数据库账号 * @param password 数据库密码 * @param databaseInterface DatabaseInterface * @param table 表名 - * @param metaColumns MetaColumn列表 - * @return + * @param metaColumns MetaColumn列表 + * @return 字段类型list列表 */ - public static List analyzeTable(String dbUrl, String username, String password, DatabaseInterface databaseInterface, - String table, List metaColumns) { - List ret = new ArrayList<>(metaColumns.size()); + public static List analyzeTable(String dbUrl, String username, String password, DatabaseInterface databaseInterface, String table, List metaColumns) { + List descColumnTypeList = new ArrayList<>(metaColumns.size()); Connection dbConn = null; Statement stmt = null; ResultSet rs = null; @@ -289,35 +297,43 @@ public static List analyzeTable(String dbUrl, String username, String pa rs = stmt.executeQuery(databaseInterface.getSqlQueryFields(databaseInterface.quoteTable(table))); ResultSetMetaData rd = rs.getMetaData(); - Map nameTypeMap = new HashMap<>((rd.getColumnCount() << 2) / 3); - for(int i = 0; i < rd.getColumnCount(); ++i) { - nameTypeMap.put(rd.getColumnName(i+1),rd.getColumnTypeName(i+1)); + boolean flag = ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName()); + Map nameTypeMap = new HashMap<>((rd.getColumnCount() << 2) / 3); + for (int i = 1; i <= rd.getColumnCount(); i++) { + if(flag){ + descColumnTypeList.add(rd.getColumnTypeName(i)); + }else{ + nameTypeMap.put(rd.getColumnName(i), rd.getColumnTypeName(i)); + } } - - for (MetaColumn metaColumn : metaColumns) { - if(metaColumn.getValue() != null){ - ret.add("string"); - } else { - ret.add(nameTypeMap.get(metaColumn.getName())); + if(!flag){ + for (MetaColumn metaColumn : metaColumns) { + if (metaColumn.getValue() != null) { + descColumnTypeList.add("string"); + } else { + descColumnTypeList.add(nameTypeMap.get(metaColumn.getName())); + } } } } catch (SQLException e) { + LOG.error("error to analyzeTable, dbUrl = {}, table = {}, metaColumns = {}, e = {}", dbUrl, table, new Gson().toJson(metaColumns), ExceptionUtil.getErrorMessage(e)); throw new RuntimeException(e); } finally { closeDbResources(rs, stmt, dbConn, false); } - return ret; + return descColumnTypeList; } /** * 占位符设值 - * @param param 参数 - * @param statement PreparedStatement - * @param i 占位符位置 + * + * @param param 参数 + * @param statement PreparedStatement + * @param i 占位符位置 * @throws SQLException */ - public static void setParameterValue(Object param,PreparedStatement statement,int i) throws SQLException{ + public static void setParameterValue(Object param, PreparedStatement statement, int i) throws SQLException { if (param instanceof String) { statement.setString(i + 1, (String) param); } else if (param instanceof Long) { @@ -346,24 +362,25 @@ public static void setParameterValue(Object param,PreparedStatement statement,in statement.setArray(i + 1, (Array) param); } else { //extends with other types if needed - throw new IllegalArgumentException("open() failed. Parameter " + i + " of type " + param.getClass() + " is not handled (yet)." ); + throw new IllegalArgumentException("open() failed. Parameter " + i + " of type " + param.getClass() + " is not handled (yet)."); } } /** * clob转string - * @param obj clob + * + * @param obj clob * @return * @throws Exception */ - public static Object clobToString(Object obj) throws Exception{ + public static Object clobToString(Object obj) throws Exception { String dataStr; - if(obj instanceof Clob){ - Clob clob = (Clob)obj; + if (obj instanceof Clob) { + Clob clob = (Clob) obj; BufferedReader bf = new BufferedReader(clob.getCharacterStream()); StringBuilder stringBuilder = new StringBuilder(); String line; - while ((line = bf.readLine()) != null){ + while ((line = bf.readLine()) != null) { stringBuilder.append(line); } dataStr = stringBuilder.toString(); @@ -376,32 +393,34 @@ public static Object clobToString(Object obj) throws Exception{ /** * 获取纳秒字符串 + * * @param timeStr * @return */ - public static String getNanosTimeStr(String timeStr){ - if(timeStr.length() < 29){ - timeStr += StringUtils.repeat("0",29 - timeStr.length()); + public static String getNanosTimeStr(String timeStr) { + if (timeStr.length() < 29) { + timeStr += StringUtils.repeat("0", 29 - timeStr.length()); } return timeStr; } /** * 将边界位置时间转换成对应饿的纳秒时间 + * * @param startLocation 边界位置(起始/结束) * @return */ - public static int getNanos(long startLocation){ + public static int getNanos(long startLocation) { String timeStr = String.valueOf(startLocation); int nanos; - if (timeStr.length() == SECOND_LENGTH){ + if (timeStr.length() == SECOND_LENGTH) { nanos = 0; - } else if (timeStr.length() == MILLIS_LENGTH){ - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,MILLIS_LENGTH)) * 1000000; - } else if (timeStr.length() == MICRO_LENGTH){ - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,MICRO_LENGTH)) * 1000; - } else if (timeStr.length() == NANOS_LENGTH){ - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,NANOS_LENGTH)); + } else if (timeStr.length() == MILLIS_LENGTH) { + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, MILLIS_LENGTH)) * 1000000; + } else if (timeStr.length() == MICRO_LENGTH) { + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, MICRO_LENGTH)) * 1000; + } else if (timeStr.length() == NANOS_LENGTH) { + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, NANOS_LENGTH)); } else { throw new IllegalArgumentException("Unknown time unit:startLocation=" + startLocation); } @@ -411,19 +430,20 @@ public static int getNanos(long startLocation){ /** * 将边界位置时间转换成对应饿的毫秒时间 - * @param startLocation 边界位置(起始/结束) + * + * @param startLocation 边界位置(起始/结束) * @return */ - public static long getMillis(long startLocation){ + public static long getMillis(long startLocation) { String timeStr = String.valueOf(startLocation); long millisSecond; - if (timeStr.length() == SECOND_LENGTH){ + if (timeStr.length() == SECOND_LENGTH) { millisSecond = startLocation * 1000; - } else if (timeStr.length() == MILLIS_LENGTH){ + } else if (timeStr.length() == MILLIS_LENGTH) { millisSecond = startLocation; - } else if (timeStr.length() == MICRO_LENGTH){ + } else if (timeStr.length() == MICRO_LENGTH) { millisSecond = startLocation / 1000; - } else if (timeStr.length() == NANOS_LENGTH){ + } else if (timeStr.length() == NANOS_LENGTH) { millisSecond = startLocation / 1000000; } else { throw new IllegalArgumentException("Unknown time unit:startLocation=" + startLocation); @@ -434,23 +454,24 @@ public static long getMillis(long startLocation){ /** * 格式化jdbc连接 - * @param dbUrl 原jdbc连接 - * @param extParamMap 需要额外添加的参数 - * @return 格式化后jdbc连接URL字符串 + * + * @param dbUrl 原jdbc连接 + * @param extParamMap 需要额外添加的参数 + * @return 格式化后jdbc连接URL字符串 */ - public static String formatJdbcUrl(String dbUrl, Map extParamMap){ + public static String formatJdbcUrl(String dbUrl, Map extParamMap) { String[] splits = DB_PATTERN.split(dbUrl); - Map paramMap = new HashMap<>(16); - if(splits.length > 1) { + Map paramMap = new HashMap<>(16); + if (splits.length > 1) { String[] pairs = splits[1].split("&"); - for(String pair : pairs) { + for (String pair : pairs) { String[] leftRight = pair.split("="); paramMap.put(leftRight[0], leftRight[1]); } } - if(!CollectionUtil.isNullOrEmpty(extParamMap)){ + if (!CollectionUtil.isNullOrEmpty(extParamMap)) { paramMap.putAll(extParamMap); } paramMap.put("useCursorFetch", "true"); @@ -459,8 +480,8 @@ public static String formatJdbcUrl(String dbUrl, Map extParamMap) StringBuffer sb = new StringBuffer(dbUrl.length() + 128); sb.append(splits[0]).append("?"); int index = 0; - for(Map.Entry entry : paramMap.entrySet()) { - if(index != 0) { + for (Map.Entry entry : paramMap.entrySet()) { + if (index != 0) { sb.append("&"); } sb.append(entry.getKey()).append("=").append(entry.getValue()); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/QuerySqlBuilder.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/QuerySqlBuilder.java index 14c2c058f1..27cecb89db 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/QuerySqlBuilder.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/QuerySqlBuilder.java @@ -160,6 +160,13 @@ private String buildQuerySqlWithCustomSql(){ querySql.append(" ").append(RESTORE_FILTER_PLACEHOLDER); } + if (customFilter != null){ + customFilter = customFilter.trim(); + if (customFilter.length() > 0){ + querySql.append(" AND ").append(customFilter); + } + } + return querySql.toString(); } diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index 8578075390..7e0bd337b5 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -800,7 +800,9 @@ protected void queryForPolling(String startLocation) throws SQLException { * @throws SQLException */ protected void executeQuery(String startLocation) throws SQLException { - dbConn = DbUtil.getConnection(dbUrl, username, password); + if(dbConn==null){ + dbConn = DbUtil.getConnection(dbUrl, username, password); + } // 部分驱动需要关闭事务自动提交，fetchSize参数才会起作用 dbConn.setAutoCommit(false); if (incrementConfig.isPolling()) { diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java index 35929bd5c1..bd2dc5afe1 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java @@ -27,6 +27,7 @@ import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; +import com.google.gson.Gson; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.ObjectUtils; import org.apache.flink.types.Row; @@ -383,6 +384,7 @@ protected boolean needWaitBeforeWriteRecords() { @Override protected void beforeWriteRecords() { if(taskNumber == 0) { + LOG.info("start to execute preSql, preSql = {}", new Gson().toJson(preSql)); DbUtil.executeBatch(dbConn, preSql); } } @@ -396,6 +398,7 @@ protected boolean needWaitBeforeCloseInternal() { protected void beforeCloseInternal() { // 执行postsql if(taskNumber == 0) { + LOG.info("start to execute postSql, postSql = {}", new Gson().toJson(postSql)); DbUtil.executeBatch(dbConn, postSql); } } diff --git a/flinkx-stream/flinkx-stream-reader/src/main/java/com/dtstack/flinkx/stream/reader/MockDataUtil.java b/flinkx-stream/flinkx-stream-reader/src/main/java/com/dtstack/flinkx/stream/reader/MockDataUtil.java index 3521a4f5c9..c8630a4260 100644 --- a/flinkx-stream/flinkx-stream-reader/src/main/java/com/dtstack/flinkx/stream/reader/MockDataUtil.java +++ b/flinkx-stream/flinkx-stream-reader/src/main/java/com/dtstack/flinkx/stream/reader/MockDataUtil.java @@ -20,15 +20,19 @@ import com.dtstack.flinkx.reader.MetaColumn; import com.github.jsonzou.jmockdata.JMockData; +import com.github.jsonzou.jmockdata.MockConfig; import org.apache.commons.lang.StringUtils; import org.apache.commons.lang3.math.NumberUtils; import org.apache.flink.types.Row; +import java.io.ByteArrayInputStream; import java.math.BigDecimal; import java.math.BigInteger; +import java.nio.charset.StandardCharsets; import java.sql.Timestamp; import java.util.Date; import java.util.List; +import java.util.concurrent.atomic.AtomicLong; /** * @author jiangbo @@ -36,9 +40,15 @@ */ public class MockDataUtil { + private static AtomicLong id = new AtomicLong(0L); + private static int minSize = 320; + private static int maxSize = 320; + private static MockConfig mockConfig = new MockConfig().subConfig(String.class).sizeRange(minSize,maxSize).globalConfig(); + public static Object mockData(String type){ Object mockData; switch (type.trim().toLowerCase()){ + case "id": mockData = id.incrementAndGet();break; case "int": case "integer": mockData = JMockData.mock(int.class);break; case "byte": mockData = JMockData.mock(byte.class);break; @@ -63,6 +73,9 @@ public static Object mockData(String type){ case "float[]": mockData = JMockData.mock(float[].class);break; case "double[]": mockData = JMockData.mock(double[].class);break; case "string[]": mockData = JMockData.mock(String[].class);break; + case "binary": + String str = JMockData.mock(String.class, mockConfig); + mockData = new ByteArrayInputStream(str.getBytes(StandardCharsets.UTF_8));break; default: mockData = JMockData.mock(String.class);break; } diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml new file mode 100644 index 0000000000..dd01212dd4 --- /dev/null +++ b/flinkx-test/pom.xml @@ -0,0 +1,370 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-test + + + 1.8.1 + 1.6 + 0.3.0 + + + + + ch.qos.logback + logback-classic + 1.1.7 + + + com.google.guava + guava + 19.0 + + + com.google.code.gson + gson + 2.7 + + + hadoop-mapreduce-client-core + org.apache.hadoop + ${hadoop.version} + + + hadoop-common + org.apache.hadoop + ${hadoop.version} + + + hadoop-hdfs + org.apache.hadoop + ${hadoop.version} + + + org.apache.flink + flink-metrics-core + ${flink.version} + + + org.apache.flink + flink-metrics-prometheus_2.11 + ${flink.version} + + + io.prometheus + simpleclient + ${prometheus.version} + + + io.prometheus + simpleclient_httpserver + ${prometheus.version} + + + io.prometheus + simpleclient_pushgateway + ${prometheus.version} + + + com.dtstack.flinkx + flinkx-core + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-stream-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-stream-writer + ${flinkx.version} + + + + com.dtstack.flinkx + flinkx-carbondata-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-carbondata-writer + ${flinkx.version} + + + + com.dtstack.flinkx + flinkx-db2-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-db2-writer + ${flinkx.version} + + + + com.dtstack.flinkx + flinkx-es-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-es-writer + ${flinkx.version} + + + + com.dtstack.flinkx + flinkx-ftp-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-ftp-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-hbase-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-hbase-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-hdfs-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-hdfs-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-mongodb-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-mongodb-writer + ${flinkx.version} + + + + com.dtstack.flinkx + flinkx-mysql-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-mysql-dreader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-mysql-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-odps-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-odps-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-oracle-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-oracle-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-postgresql-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-postgresql-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-sqlserver-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-sqlserver-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-redis-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-rdb-core + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-rdb-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-rdb-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-gbase-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-gbase-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-binlog-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-hive-writer + ${flinkx.version} + + + org.apache.hive + hive-serde + 2.1.0 + + + com.dtstack.flinkx + flinkx-kafka11-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kafka11-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kafka10-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kafka10-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kafka09-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kafka09-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kudu-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kudu-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kafka-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-kafka-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-clickhouse-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-clickhouse-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-polardb-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-polardb-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-phoenix-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-phoenix-writer + ${flinkx.version} + + + + com.dtstack.flinkx + flinkx-emqx-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-emqx-writer + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-dm-reader + ${flinkx.version} + + + com.dtstack.flinkx + flinkx-dm-writer + ${flinkx.version} + + + + + \ No newline at end of file diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java new file mode 100644 index 0000000000..33fc1dd035 --- /dev/null +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -0,0 +1,402 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.test; + +import ch.qos.logback.classic.Level; +import ch.qos.logback.classic.LoggerContext; +import com.dtstack.flink.api.java.MyLocalStreamEnvironment; +import com.dtstack.flinkx.binlog.reader.BinlogReader; +import com.dtstack.flinkx.carbondata.reader.CarbondataReader; +import com.dtstack.flinkx.carbondata.writer.CarbondataWriter; +import com.dtstack.flinkx.clickhouse.reader.ClickhouseReader; +import com.dtstack.flinkx.clickhouse.writer.ClickhouseWriter; +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.SpeedConfig; +import com.dtstack.flinkx.constants.ConfigConstant; +import com.dtstack.flinkx.db2.reader.Db2Reader; +import com.dtstack.flinkx.db2.writer.Db2Writer; +import com.dtstack.flinkx.dm.reader.DmReader; +import com.dtstack.flinkx.dm.writer.DmWriter; +import com.dtstack.flinkx.emqx.reader.EmqxReader; +import com.dtstack.flinkx.emqx.writer.EmqxWriter; +import com.dtstack.flinkx.es.reader.EsReader; +import com.dtstack.flinkx.es.writer.EsWriter; +import com.dtstack.flinkx.ftp.reader.FtpReader; +import com.dtstack.flinkx.ftp.writer.FtpWriter; +import com.dtstack.flinkx.gbase.reader.GbaseReader; +import com.dtstack.flinkx.gbase.writer.GbaseWriter; +import com.dtstack.flinkx.hbase.reader.HbaseReader; +import com.dtstack.flinkx.hbase.writer.HbaseWriter; +import com.dtstack.flinkx.hdfs.reader.HdfsReader; +import com.dtstack.flinkx.hdfs.writer.HdfsWriter; +import com.dtstack.flinkx.hive.writer.HiveWriter; +import com.dtstack.flinkx.kafka.reader.KafkaReader; +import com.dtstack.flinkx.kafka.writer.KafkaWriter; +import com.dtstack.flinkx.kafka09.reader.Kafka09Reader; +import com.dtstack.flinkx.kafka09.writer.Kafka09Writer; +import com.dtstack.flinkx.kafka10.reader.Kafka10Reader; +import com.dtstack.flinkx.kafka10.writer.Kafka10Writer; +import com.dtstack.flinkx.kafka11.reader.Kafka11Reader; +import com.dtstack.flinkx.kafka11.writer.Kafka11Writer; +import com.dtstack.flinkx.kudu.reader.KuduReader; +import com.dtstack.flinkx.kudu.writer.KuduWriter; +import com.dtstack.flinkx.mongodb.reader.MongodbReader; +import com.dtstack.flinkx.mongodb.writer.MongodbWriter; +import com.dtstack.flinkx.mysql.reader.MysqlReader; +import com.dtstack.flinkx.mysql.writer.MysqlWriter; +import com.dtstack.flinkx.mysqld.reader.MysqldReader; +import com.dtstack.flinkx.odps.reader.OdpsReader; +import com.dtstack.flinkx.odps.writer.OdpsWriter; +import com.dtstack.flinkx.oracle.reader.OracleReader; +import com.dtstack.flinkx.oracle.writer.OracleWriter; +import com.dtstack.flinkx.phoenix.reader.PhoenixReader; +import com.dtstack.flinkx.phoenix.writer.PhoenixWriter; +import com.dtstack.flinkx.polardb.reader.PolardbReader; +import com.dtstack.flinkx.polardb.writer.PolardbWriter; +import com.dtstack.flinkx.postgresql.reader.PostgresqlReader; +import com.dtstack.flinkx.postgresql.writer.PostgresqlWriter; +import com.dtstack.flinkx.reader.BaseDataReader; +import com.dtstack.flinkx.redis.writer.RedisWriter; +import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; +import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; +import com.dtstack.flinkx.stream.reader.StreamReader; +import com.dtstack.flinkx.stream.writer.StreamWriter; +import com.dtstack.flinkx.util.ResultPrintUtil; +import com.dtstack.flinkx.writer.BaseDataWriter; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.api.common.JobExecutionResult; +import org.apache.flink.api.common.restartstrategy.RestartStrategies; +import org.apache.flink.api.common.time.Time; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; +import org.apache.flink.streaming.api.CheckpointingMode; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.streaming.api.datastream.DataStreamSource; +import org.apache.flink.streaming.api.environment.CheckpointConfig; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.File; +import java.io.FileInputStream; +import java.nio.charset.StandardCharsets; +import java.util.Properties; +import java.util.concurrent.TimeUnit; + +/** + * @author jiangbo + */ +public class LocalTest { + + private static final int FAILURE_RATE = 3; + private static final int FAILURE_INTERVAL = 6; + private static final int DELAY_INTERVAL = 10; + public static Logger LOG = LoggerFactory.getLogger(LocalTest.class); + public static Configuration conf = new Configuration(); + + public static void main(String[] args) throws Exception { + setLogLevel(Level.INFO.toString()); + + Properties confProperties = new Properties(); +// confProperties.put("flink.checkpoint.interval", "10000"); +// confProperties.put("flink.checkpoint.stateBackend", "file:///tmp/flinkx_checkpoint"); +// + conf.setString("akka.ask.timeout", "180 s"); + conf.setString("web.timeout", "100000"); +// conf.setString("metrics.reporter.promgateway.class","org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporter"); +// conf.setString("metrics.reporter.promgateway.host","172.16.8.178"); +// conf.setString("metrics.reporter.promgateway.port","9091"); +// conf.setString("metrics.reporter.promgateway.jobName","kanata"); +// conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); +// conf.setString("metrics.reporter.promgateway.deleteOnShutdown","false"); + + String jobPath = "D:\\dtstack\\flinkx-all\\flinkx-examples\\examples\\clickhouse_stream.json"; + String savePointPath = ""; + JobExecutionResult result = LocalTest.runJob(new File(jobPath), confProperties, savePointPath); + ResultPrintUtil.printResult(result); + } + + public static JobExecutionResult runJob(File jobFile, Properties confProperties, String savePointPath) throws Exception { + String jobContent = readJob(jobFile); + return runJob(jobContent, confProperties, savePointPath); + } + + public static JobExecutionResult runJob(String job, Properties confProperties, String savePointPath) throws Exception { + DataTransferConfig config = DataTransferConfig.parse(job); + MyLocalStreamEnvironment env = new MyLocalStreamEnvironment(conf); + openCheckpointConf(env, confProperties); + env.setParallelism(config.getJob().getSetting().getSpeed().getChannel()); + env.setRestartStrategy(RestartStrategies.noRestart()); + + BaseDataReader reader = buildDataReader(config, env); + DataStream dataStream = reader.readData(); + SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); + if (speedConfig.getReaderChannel() > 0) { + dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); + } + + if (speedConfig.isRebalance()) { + dataStream = dataStream.rebalance(); + } + + BaseDataWriter dataWriter = buildDataWriter(config); + DataStreamSink dataStreamSink = dataWriter.writeData(dataStream); + if (speedConfig.getWriterChannel() > 0) { + dataStreamSink.setParallelism(speedConfig.getWriterChannel()); + } + + if (StringUtils.isNotEmpty(savePointPath)) { + env.setSettings(SavepointRestoreSettings.forPath(savePointPath)); + } + + return env.execute(); + } + + private static String readJob(File file) { + try(FileInputStream in = new FileInputStream(file);) { + byte[] fileContent = new byte[(int) file.length()]; + in.read(fileContent); + return new String(fileContent, StandardCharsets.UTF_8); + } catch (Exception e) { + throw new RuntimeException(e); + } + } + + private static BaseDataReader buildDataReader(DataTransferConfig config, StreamExecutionEnvironment env) { + String readerName = config.getJob().getContent().get(0).getReader().getName(); + BaseDataReader reader; + switch (readerName) { + case PluginNameConstants.STREAM_READER: + reader = new StreamReader(config, env); + break; + case PluginNameConstants.CARBONDATA_READER: + reader = new CarbondataReader(config, env); + break; + case PluginNameConstants.ORACLE_READER: + reader = new OracleReader(config, env); + break; + case PluginNameConstants.POSTGRESQL_READER: + reader = new PostgresqlReader(config, env); + break; + case PluginNameConstants.SQLSERVER_READER: + reader = new SqlserverReader(config, env); + break; + case PluginNameConstants.MYSQLD_READER: + reader = new MysqldReader(config, env); + break; + case PluginNameConstants.MYSQL_READER: + reader = new MysqlReader(config, env); + break; + case PluginNameConstants.DB2_READER: + reader = new Db2Reader(config, env); + break; + case PluginNameConstants.GBASE_READER: + reader = new GbaseReader(config, env); + break; + case PluginNameConstants.ES_READER: + reader = new EsReader(config, env); + break; + case PluginNameConstants.FTP_READER: + reader = new FtpReader(config, env); + break; + case PluginNameConstants.HBASE_READER: + reader = new HbaseReader(config, env); + break; + case PluginNameConstants.HDFS_READER: + reader = new HdfsReader(config, env); + break; + case PluginNameConstants.MONGODB_READER: + reader = new MongodbReader(config, env); + break; + case PluginNameConstants.ODPS_READER: + reader = new OdpsReader(config, env); + break; + case PluginNameConstants.BINLOG_READER: + reader = new BinlogReader(config, env); + break; + case PluginNameConstants.KAFKA09_READER: + reader = new Kafka09Reader(config, env); + break; + case PluginNameConstants.KAFKA10_READER: + reader = new Kafka10Reader(config, env); + break; + case PluginNameConstants.KAFKA11_READER: + reader = new Kafka11Reader(config, env); + break; + case PluginNameConstants.KAFKA_READER: + reader = new KafkaReader(config, env); + break; + case PluginNameConstants.KUDU_READER: + reader = new KuduReader(config, env); + break; + case PluginNameConstants.CLICKHOUSE_READER: + reader = new ClickhouseReader(config, env); + break; + case PluginNameConstants.POLARDB_READER: + reader = new PolardbReader(config, env); + break; + case PluginNameConstants.PHOENIX_READER: + reader = new PhoenixReader(config, env); + break; + case PluginNameConstants.EMQX_READER: + reader = new EmqxReader(config, env); + break; + case PluginNameConstants.DM_READER: + reader = new DmReader(config, env); + break; + default: + throw new IllegalArgumentException("Can not find reader by name:" + readerName); + } + + return reader; + } + + private static BaseDataWriter buildDataWriter(DataTransferConfig config) { + String writerName = config.getJob().getContent().get(0).getWriter().getName(); + BaseDataWriter writer; + switch (writerName) { + case PluginNameConstants.STREAM_WRITER: + writer = new StreamWriter(config); + break; + case PluginNameConstants.CARBONDATA_WRITER: + writer = new CarbondataWriter(config); + break; + case PluginNameConstants.MYSQL_WRITER: + writer = new MysqlWriter(config); + break; + case PluginNameConstants.SQLSERVER_WRITER: + writer = new SqlserverWriter(config); + break; + case PluginNameConstants.ORACLE_WRITER: + writer = new OracleWriter(config); + break; + case PluginNameConstants.POSTGRESQL_WRITER: + writer = new PostgresqlWriter(config); + break; + case PluginNameConstants.DB2_WRITER: + writer = new Db2Writer(config); + break; + case PluginNameConstants.GBASE_WRITER: + writer = new GbaseWriter(config); + break; + case PluginNameConstants.ES_WRITER: + writer = new EsWriter(config); + break; + case PluginNameConstants.FTP_WRITER: + writer = new FtpWriter(config); + break; + case PluginNameConstants.HBASE_WRITER: + writer = new HbaseWriter(config); + break; + case PluginNameConstants.HDFS_WRITER: + writer = new HdfsWriter(config); + break; + case PluginNameConstants.MONGODB_WRITER: + writer = new MongodbWriter(config); + break; + case PluginNameConstants.ODPS_WRITER: + writer = new OdpsWriter(config); + break; + case PluginNameConstants.REDIS_WRITER: + writer = new RedisWriter(config); + break; + case PluginNameConstants.HIVE_WRITER: + writer = new HiveWriter(config); + break; + case PluginNameConstants.KAFKA09_WRITER: + writer = new Kafka09Writer(config); + break; + case PluginNameConstants.KAFKA10_WRITER: + writer = new Kafka10Writer(config); + break; + case PluginNameConstants.KAFKA11_WRITER: + writer = new Kafka11Writer(config); + break; + case PluginNameConstants.KUDU_WRITER: + writer = new KuduWriter(config); + break; + case PluginNameConstants.CLICKHOUSE_WRITER: + writer = new ClickhouseWriter(config); + break; + case PluginNameConstants.POLARDB_WRITER: + writer = new PolardbWriter(config); + break; + case PluginNameConstants.KAFKA_WRITER: + writer = new KafkaWriter(config); + break; + case PluginNameConstants.PHOENIX_WRITER: + writer = new PhoenixWriter(config); + break; + case PluginNameConstants.EMQX_WRITER: + writer = new EmqxWriter(config); + break; + case PluginNameConstants.DM_WRITER: + writer = new DmWriter(config); + break; + default: + throw new IllegalArgumentException("Can not find writer by name:" + writerName); + } + + return writer; + } + + private static void openCheckpointConf(StreamExecutionEnvironment env, Properties properties) { + if (properties == null) { + return; + } + + if (properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY) == null) { + return; + } else { + long interval = Long.parseLong(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY).trim()); + + //start checkpoint every ${interval} + env.enableCheckpointing(interval); + + LOG.info("Open checkpoint with interval:" + interval); + } + + String checkpointTimeoutStr = properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_TIMEOUT_KEY); + if (checkpointTimeoutStr != null) { + long checkpointTimeout = Long.parseLong(checkpointTimeoutStr); + //checkpoints have to complete within one min,or are discard + env.getCheckpointConfig().setCheckpointTimeout(checkpointTimeout); + + LOG.info("Set checkpoint timeout:" + checkpointTimeout); + } + + env.getCheckpointConfig().setCheckpointingMode(CheckpointingMode.EXACTLY_ONCE); + env.getCheckpointConfig().setMaxConcurrentCheckpoints(1); + env.getCheckpointConfig().enableExternalizedCheckpoints( + CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION); + env.setRestartStrategy(RestartStrategies.failureRateRestart( + FAILURE_RATE, + Time.of(FAILURE_INTERVAL, TimeUnit.MINUTES), + Time.of(DELAY_INTERVAL, TimeUnit.SECONDS) + )); + } + + private static void setLogLevel(String level) { + LoggerContext loggerContext = (LoggerContext) LoggerFactory.getILoggerFactory(); + ch.qos.logback.classic.Logger logger = loggerContext.getLogger("root"); + logger.setLevel(Level.toLevel(level)); + } +} diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java new file mode 100644 index 0000000000..f0f047e6b5 --- /dev/null +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.test; + +/** + * @author jiangbo + */ +@SuppressWarnings("all") +public class PluginNameConstants { + + public static final String STREAM_READER = "streamreader"; + public static final String CARBONDATA_READER = "carbondatareader"; + public static final String DB2_READER = "db2reader"; + public static final String ES_READER = "esreader"; + public static final String FTP_READER = "ftpreader"; + public static final String HBASE_READER = "hbasereader"; + public static final String HDFS_READER = "hdfsreader"; + public static final String MONGODB_READER = "mongodbreader"; + public static final String MYSQLD_READER = "mysqldreader"; + public static final String MYSQL_READER = "mysqlreader"; + public static final String ODPS_READER = "odpsreader"; + public static final String ORACLE_READER = "oraclereader"; + public static final String POSTGRESQL_READER = "postgresqlreader"; + public static final String SQLSERVER_READER = "sqlserverreader"; + public static final String GBASE_READER = "gbasereader"; + public static final String KUDU_READER = "kudureader"; + public static final String BINLOG_READER = "binlogreader"; + public static final String KAFKA09_READER = "kafka09reader"; + public static final String KAFKA10_READER = "kafka10reader"; + public static final String KAFKA11_READER = "kafka11reader"; + public static final String KAFKA_READER = "kafkareader"; + public static final String CLICKHOUSE_READER = "clickhousereader"; + public static final String POLARDB_READER = "polardbreader"; + public static final String ORACLE_LOG_MINER_READER = "oraclelogminerreader"; + public static final String PHOENIX_READER = "phoenixreader"; + public static final String EMQX_READER = "emqxreader"; + public static final String SQLSERVER_CDC_READER = "sqlservercdcreader"; + public static final String METADATAHIVE2_READER = "metadatahive2reader"; + public static final String DM_READER = "dmreader"; + + public static final String STREAM_WRITER = "streamwriter"; + public static final String CARBONDATA_WRITER = "carbondatawriter"; + public static final String DB2_WRITER = "db2writer"; + public static final String ES_WRITER = "eswriter"; + public static final String FTP_WRITER = "ftpwriter"; + public static final String HBASE_WRITER = "hbasewriter"; + public static final String HDFS_WRITER = "hdfswriter"; + public static final String MONGODB_WRITER = "mongodbwriter"; + public static final String MYSQL_WRITER = "mysqlwriter"; + public static final String ODPS_WRITER = "odpswriter"; + public static final String ORACLE_WRITER = "oraclewriter"; + public static final String POSTGRESQL_WRITER = "postgresqlwriter"; + public static final String REDIS_WRITER = "rediswriter"; + public static final String SQLSERVER_WRITER = "sqlserverwriter"; + public static final String GBASE_WRITER = "gbasewriter"; + public static final String KUDU_WRITER = "kuduwriter"; + public static final String HIVE_WRITER = "hivewriter"; + public static final String KAFKA09_WRITER = "kafka09writer"; + public static final String KAFKA10_WRITER = "kafka10writer"; + public static final String KAFKA11_WRITER = "kafka11writer"; + public static final String KAFKA_WRITER = "kafkawriter"; + public static final String CLICKHOUSE_WRITER = "clickhousewriter"; + public static final String POLARDB_WRITER = "polardbwriter"; + public static final String PHOENIX_WRITER = "phoenixwriter"; + public static final String EMQX_WRITER = "emqxwriter"; + public static final String RESTAPI_WRITER = "restapiwriter"; + public static final String DM_WRITER = "dmwriter"; +} diff --git a/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/AbstractPrometheusReporter.java b/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/AbstractPrometheusReporter.java new file mode 100644 index 0000000000..5fbf58b645 --- /dev/null +++ b/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/AbstractPrometheusReporter.java @@ -0,0 +1,315 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.metrics.prometheus; + +import io.prometheus.client.Collector; +import io.prometheus.client.CollectorRegistry; +import org.apache.flink.annotation.PublicEvolving; +import org.apache.flink.annotation.VisibleForTesting; +import org.apache.flink.metrics.CharacterFilter; +import org.apache.flink.metrics.Counter; +import org.apache.flink.metrics.Gauge; +import org.apache.flink.metrics.Histogram; +import org.apache.flink.metrics.Meter; +import org.apache.flink.metrics.Metric; +import org.apache.flink.metrics.MetricConfig; +import org.apache.flink.metrics.MetricGroup; +import org.apache.flink.metrics.reporter.MetricReporter; +import org.apache.flink.runtime.metrics.groups.AbstractMetricGroup; +import org.apache.flink.runtime.metrics.groups.FrontMetricGroup; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.AbstractMap; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.HashMap; +import java.util.LinkedList; +import java.util.List; +import java.util.Map; +import java.util.regex.Pattern; + +import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.FILTER_LABEL_VALUE_CHARACTER; + +/** + * base prometheus reporter for prometheus metrics. + */ +@PublicEvolving +public abstract class AbstractPrometheusReporter implements MetricReporter { + + private static final Pattern UNALLOWED_CHAR_PATTERN = Pattern.compile("[^a-zA-Z0-9:_]"); + private static final CharacterFilter CHARACTER_FILTER = new CharacterFilter() { + @Override + public String filterCharacters(String input) { + return replaceInvalidChars(input); + } + }; + private static final char SCOPE_SEPARATOR = '_'; + private static final String SCOPE_PREFIX = "flink" + SCOPE_SEPARATOR; + protected final Logger log = LoggerFactory.getLogger(getClass()); + private final Map> collectorsWithCountByMetricName = new HashMap<>(); + private CharacterFilter labelValueCharactersFilter = CHARACTER_FILTER; + + @VisibleForTesting + static String replaceInvalidChars(final String input) { + // https://prometheus.io/docs/instrumenting/writing_exporters/ + // Only [a-zA-Z0-9:_] are valid in metric names, any other characters should be sanitized to an underscore. + return UNALLOWED_CHAR_PATTERN.matcher(input).replaceAll("_"); + } + + private static String getScopedName(String metricName, MetricGroup group) { + return SCOPE_PREFIX + getLogicalScope(group) + SCOPE_SEPARATOR + CHARACTER_FILTER.filterCharacters(metricName); + } + + @SuppressWarnings("unchecked") + private static String getLogicalScope(MetricGroup group) { + return ((FrontMetricGroup>) group).getLogicalScope(CHARACTER_FILTER, SCOPE_SEPARATOR); + } + + private static io.prometheus.client.Gauge.Child gaugeFrom(Counter counter) { + return new io.prometheus.client.Gauge.Child() { + @Override + public double get() { + return (double) counter.getCount(); + } + }; + } + + private static io.prometheus.client.Gauge.Child gaugeFrom(Meter meter) { + return new io.prometheus.client.Gauge.Child() { + @Override + public double get() { + return meter.getRate(); + } + }; + } + + private static List addToList(List list, String element) { + final List result = new ArrayList<>(list); + result.add(element); + return result; + } + + private static String[] toArray(List list) { + return list.toArray(new String[list.size()]); + } + + @Override + public void open(MetricConfig config) { + boolean filterLabelValueCharacters = config.getBoolean( + FILTER_LABEL_VALUE_CHARACTER.key(), FILTER_LABEL_VALUE_CHARACTER.defaultValue()); + + if (!filterLabelValueCharacters) { + labelValueCharactersFilter = input -> input; + } + } + + @Override + public void close() { + CollectorRegistry.defaultRegistry.clear(); + } + + @Override + public void notifyOfAddedMetric(final Metric metric, final String metricName, final MetricGroup group) { + + List dimensionKeys = new LinkedList<>(); + List dimensionValues = new LinkedList<>(); + for (final Map.Entry dimension : group.getAllVariables().entrySet()) { + final String key = dimension.getKey(); + dimensionKeys.add(CHARACTER_FILTER.filterCharacters(key.substring(1, key.length() - 1))); + dimensionValues.add(labelValueCharactersFilter.filterCharacters(dimension.getValue())); + } + + final String scopedMetricName = getScopedName(metricName, group); + final String helpString = metricName + " (scope: " + getLogicalScope(group) + ")"; + + final Collector collector; + Integer count = 0; + + synchronized (this) { + if (collectorsWithCountByMetricName.containsKey(scopedMetricName)) { + final AbstractMap.SimpleImmutableEntry collectorWithCount = collectorsWithCountByMetricName.get(scopedMetricName); + collector = collectorWithCount.getKey(); + count = collectorWithCount.getValue(); + } else { + collector = createCollector(metric, dimensionKeys, dimensionValues, scopedMetricName, helpString); + try { + collector.register(); + } catch (Exception e) { + log.warn("There was a problem registering metric {}.", metricName, e); + } + } + addMetric(metric, dimensionValues, collector); + collectorsWithCountByMetricName.put(scopedMetricName, new AbstractMap.SimpleImmutableEntry<>(collector, count + 1)); + } + } + + private Collector createCollector(Metric metric, List dimensionKeys, List dimensionValues, String scopedMetricName, String helpString) { + Collector collector; + if (metric instanceof Gauge || metric instanceof Counter || metric instanceof Meter) { + collector = io.prometheus.client.Gauge + .build() + .name(scopedMetricName) + .help(helpString) + .labelNames(toArray(dimensionKeys)) + .create(); + } else if (metric instanceof Histogram) { + collector = new HistogramSummaryProxy((Histogram) metric, scopedMetricName, helpString, dimensionKeys, dimensionValues); + } else { + log.warn("Cannot create collector for unknown metric type: {}. This indicates that the metric type is not supported by this reporter.", + metric.getClass().getName()); + collector = null; + } + return collector; + } + + private void addMetric(Metric metric, List dimensionValues, Collector collector) { + if (metric instanceof Gauge) { + ((io.prometheus.client.Gauge) collector).setChild(gaugeFrom((Gauge) metric), toArray(dimensionValues)); + } else if (metric instanceof Counter) { + ((io.prometheus.client.Gauge) collector).setChild(gaugeFrom((Counter) metric), toArray(dimensionValues)); + } else if (metric instanceof Meter) { + ((io.prometheus.client.Gauge) collector).setChild(gaugeFrom((Meter) metric), toArray(dimensionValues)); + } else if (metric instanceof Histogram) { + ((HistogramSummaryProxy) collector).addChild((Histogram) metric, dimensionValues); + } else { + log.warn("Cannot add unknown metric type: {}. This indicates that the metric type is not supported by this reporter.", + metric.getClass().getName()); + } + } + + private void removeMetric(Metric metric, List dimensionValues, Collector collector) { + if (metric instanceof Gauge) { + ((io.prometheus.client.Gauge) collector).remove(toArray(dimensionValues)); + } else if (metric instanceof Counter) { + ((io.prometheus.client.Gauge) collector).remove(toArray(dimensionValues)); + } else if (metric instanceof Meter) { + ((io.prometheus.client.Gauge) collector).remove(toArray(dimensionValues)); + } else if (metric instanceof Histogram) { + ((HistogramSummaryProxy) collector).remove(dimensionValues); + } else { + log.warn("Cannot remove unknown metric type: {}. This indicates that the metric type is not supported by this reporter.", + metric.getClass().getName()); + } + } + + @Override + public void notifyOfRemovedMetric(final Metric metric, final String metricName, final MetricGroup group) { + + List dimensionValues = new LinkedList<>(); + for (final Map.Entry dimension : group.getAllVariables().entrySet()) { + dimensionValues.add(labelValueCharactersFilter.filterCharacters(dimension.getValue())); + } + + final String scopedMetricName = getScopedName(metricName, group); + synchronized (this) { + final AbstractMap.SimpleImmutableEntry collectorWithCount = collectorsWithCountByMetricName.get(scopedMetricName); + final Integer count = collectorWithCount.getValue(); + final Collector collector = collectorWithCount.getKey(); + + removeMetric(metric, dimensionValues, collector); + + if (count == 1) { + try { + CollectorRegistry.defaultRegistry.unregister(collector); + } catch (Exception e) { + log.warn("There was a problem unregistering metric {}.", scopedMetricName, e); + } + collectorsWithCountByMetricName.remove(scopedMetricName); + } else { + collectorsWithCountByMetricName.put(scopedMetricName, new AbstractMap.SimpleImmutableEntry<>(collector, count - 1)); + } + } + } + + @VisibleForTesting + io.prometheus.client.Gauge.Child gaugeFrom(Gauge gauge) { + return new io.prometheus.client.Gauge.Child() { + @Override + public double get() { + final Object value = gauge.getValue(); + if (value == null) { + log.debug("Gauge {} is null-valued, defaulting to 0.", gauge); + return 0; + } + if (value instanceof Double) { + return (double) value; + } + if (value instanceof Number) { + return ((Number) value).doubleValue(); + } + if (value instanceof Boolean) { + return ((Boolean) value) ? 1 : 0; + } + log.debug("Invalid type for Gauge {}: {}, only number types and booleans are supported by this reporter.", + gauge, value.getClass().getName()); + return 0; + } + }; + } + + @VisibleForTesting + static class HistogramSummaryProxy extends Collector { + static final List QUANTILES = Arrays.asList(.5, .75, .95, .98, .99, .999); + + private final String metricName; + private final String helpString; + private final List labelNamesWithQuantile; + + private final Map, Histogram> histogramsByLabelValues = new HashMap<>(); + + HistogramSummaryProxy(final Histogram histogram, final String metricName, final String helpString, final List labelNames, final List labelValues) { + this.metricName = metricName; + this.helpString = helpString; + this.labelNamesWithQuantile = addToList(labelNames, "quantile"); + histogramsByLabelValues.put(labelValues, histogram); + } + + @Override + public List collect() { + // We cannot use SummaryMetricFamily because it is impossible to get a sum of all values (at least for Dropwizard histograms, + // whose snapshot's values array only holds a sample of recent values). + + List samples = new LinkedList<>(); + for (Map.Entry, Histogram> labelValuesToHistogram : histogramsByLabelValues.entrySet()) { + addSamples(labelValuesToHistogram.getKey(), labelValuesToHistogram.getValue(), samples); + } + return Collections.singletonList(new MetricFamilySamples(metricName, Type.SUMMARY, helpString, samples)); + } + + void addChild(final Histogram histogram, final List labelValues) { + histogramsByLabelValues.put(labelValues, histogram); + } + + void remove(final List labelValues) { + histogramsByLabelValues.remove(labelValues); + } + + private void addSamples(final List labelValues, final Histogram histogram, final List samples) { + samples.add(new MetricFamilySamples.Sample(metricName + "_count", + labelNamesWithQuantile.subList(0, labelNamesWithQuantile.size() - 1), labelValues, histogram.getCount())); + for (final Double quantile : QUANTILES) { + samples.add(new MetricFamilySamples.Sample(metricName, labelNamesWithQuantile, + addToList(labelValues, quantile.toString()), + histogram.getStatistics().getQuantile(quantile))); + } + } + } +} diff --git a/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/PrometheusPushGatewayReporter.java b/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/PrometheusPushGatewayReporter.java new file mode 100644 index 0000000000..52fd24d46f --- /dev/null +++ b/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/PrometheusPushGatewayReporter.java @@ -0,0 +1,94 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.metrics.prometheus; + +import io.prometheus.client.CollectorRegistry; +import io.prometheus.client.exporter.PushGateway; +import org.apache.flink.annotation.PublicEvolving; +import org.apache.flink.metrics.Metric; +import org.apache.flink.metrics.MetricConfig; +import org.apache.flink.metrics.reporter.MetricReporter; +import org.apache.flink.metrics.reporter.Scheduled; +import org.apache.flink.util.AbstractID; + +import java.io.IOException; + +import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.DELETE_ON_SHUTDOWN; +import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.HOST; +import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.JOB_NAME; +import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.PORT; +import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.RANDOM_JOB_NAME_SUFFIX; + +/** + * {@link MetricReporter} that exports {@link Metric Metrics} via Prometheus {@link PushGateway}. + */ +@PublicEvolving +public class PrometheusPushGatewayReporter extends AbstractPrometheusReporter implements Scheduled { + + private PushGateway pushGateway; + private String jobName; + private boolean deleteOnShutdown; + + @Override + public void open(MetricConfig config) { + super.open(config); + + String host = config.getString(HOST.key(), HOST.defaultValue()); + int port = config.getInteger(PORT.key(), PORT.defaultValue()); + String configuredJobName = config.getString(JOB_NAME.key(), JOB_NAME.defaultValue()); + boolean randomSuffix = config.getBoolean(RANDOM_JOB_NAME_SUFFIX.key(), RANDOM_JOB_NAME_SUFFIX.defaultValue()); + deleteOnShutdown = config.getBoolean(DELETE_ON_SHUTDOWN.key(), DELETE_ON_SHUTDOWN.defaultValue()); + + if (host == null || host.isEmpty() || port < 1) { + throw new IllegalArgumentException("Invalid host/port configuration. Host: " + host + " Port: " + port); + } + + if (randomSuffix) { + this.jobName = configuredJobName + new AbstractID(); + } else { + this.jobName = configuredJobName; + } + + pushGateway = new PushGateway(host + ':' + port); + log.info("Configured PrometheusPushGatewayReporter with {host:{}, port:{}, jobName: {}, randomJobNameSuffix:{}, deleteOnShutdown:{}}", host, port, jobName, randomSuffix, deleteOnShutdown); + } + + @Override + public void report() { + try { + pushGateway.push(CollectorRegistry.defaultRegistry, jobName); + log.info("push metrics to PushGateway with jobName {}.", jobName); + } catch (Exception e) { + log.warn("Failed to push metrics to PushGateway with jobName {}.", jobName, e); + } + } + + @Override + public void close() { + if (deleteOnShutdown && pushGateway != null) { + try { + pushGateway.delete(jobName); + log.info("delete metrics from PushGateway with jobName {}.", jobName); + } catch (IOException e) { + log.warn("Failed to delete metrics from PushGateway with jobName {}.", jobName, e); + } + } + super.close(); + } +} diff --git a/pom.xml b/pom.xml index 78e34c817b..1ed77d8ade 100644 --- a/pom.xml +++ b/pom.xml @@ -13,7 +13,7 @@ flinkx-core flinkx-launcher - flinkx-examples + flinkx-test flinkx-stream @@ -65,7 +65,7 @@ 2.7.3 4.5.3 ${basedir}/dev - release_1.8.5 + release_1.8.6 @@ -95,14 +95,14 @@ org.apache.hadoop hadoop-yarn-common ${hadoop.version} - + provided org.apache.hadoop hadoop-yarn-client ${hadoop.version} - + provided org.apache.hadoop @@ -114,7 +114,7 @@ org.apache.hadoop hadoop-yarn-api ${hadoop.version} - + provided org.apache.avro @@ -122,11 +122,6 @@ 1.8.2 provided - - commons-lang - commons-lang - 2.6 - org.testng From fda120056a2fc1062a8a1f5cf9e3123c7f37eef2 Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 18 May 2020 20:28:37 +0800 Subject: [PATCH 053/136] =?UTF-8?q?=E4=BE=9D=E8=B5=96=E4=BC=98=E5=8C=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-test/pom.xml | 2 -- pom.xml | 1 + 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index dd01212dd4..0d36c0ef17 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -12,8 +12,6 @@ flinkx-test - 1.8.1 - 1.6 0.3.0 diff --git a/pom.xml b/pom.xml index 1ed77d8ade..8524112890 100644 --- a/pom.xml +++ b/pom.xml @@ -62,6 +62,7 @@ UTF-8 2.10 1.8.1 + 1.6 2.7.3 4.5.3 ${basedir}/dev From f39fd55437c0be5be266399a7b54c2590905cf1c Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 18 May 2020 20:32:15 +0800 Subject: [PATCH 054/136] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E6=96=87=E6=A1=A3?= =?UTF-8?q?=E6=8F=8F=E8=BF=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/offline/reader/phoenixreader.md | 2 +- docs/offline/reader/sqlserverreader.md | 2 +- docs/offline/writer/cassandrawriter.md | 2 +- docs/offline/writer/phoenixwriter.md | 2 +- docs/offline/writer/sqlserverwriter.md | 2 +- docs/realTime/reader/kafkareader.md | 2 +- docs/realTime/writer/kafkawriter.md | 2 +- 7 files changed, 7 insertions(+), 7 deletions(-) diff --git a/docs/offline/reader/phoenixreader.md b/docs/offline/reader/phoenixreader.md index 5a3de8b392..14ceca3099 100644 --- a/docs/offline/reader/phoenixreader.md +++ b/docs/offline/reader/phoenixreader.md @@ -5,7 +5,7 @@ 名称：**phoenixreader**
## 二、支持的数据源版本 -phoenix4.12.0-HBase-1.3及之后 +phoenix4.12.0-HBase-1.3及以上 ## 三、参数说明 diff --git a/docs/offline/reader/sqlserverreader.md b/docs/offline/reader/sqlserverreader.md index a3f2ac056e..d7d522d9e1 100644 --- a/docs/offline/reader/sqlserverreader.md +++ b/docs/offline/reader/sqlserverreader.md @@ -5,7 +5,7 @@ 名称：**sqlserverreader** ## 二、支持的数据源版本 -**Microsoft SQL Server 2012及以后** +**Microsoft SQL Server 2012及以上** ## 三、参数说明 diff --git a/docs/offline/writer/cassandrawriter.md b/docs/offline/writer/cassandrawriter.md index 4a93d69050..2e999d0242 100644 --- a/docs/offline/writer/cassandrawriter.md +++ b/docs/offline/writer/cassandrawriter.md @@ -5,7 +5,7 @@ 名称：**cassandrawriter**
## 二、支持的数据源版本 -**Cassandra 3.0以以上**
+**Cassandra 3.0及以上**
## 三、参数说明 diff --git a/docs/offline/writer/phoenixwriter.md b/docs/offline/writer/phoenixwriter.md index 5a1583dceb..88100c2ac3 100644 --- a/docs/offline/writer/phoenixwriter.md +++ b/docs/offline/writer/phoenixwriter.md @@ -5,7 +5,7 @@ 名称：**phoenixwriter**
## 二、支持的数据源版本 -phoenix4.12.0-HBase-1.3及之后
+phoenix4.12.0-HBase-1.3及以上
## 三、参数说明 diff --git a/docs/offline/writer/sqlserverwriter.md b/docs/offline/writer/sqlserverwriter.md index cd1d8aed9c..320042de7d 100644 --- a/docs/offline/writer/sqlserverwriter.md +++ b/docs/offline/writer/sqlserverwriter.md @@ -5,7 +5,7 @@ 名称：**sqlserverwriter**
## 二、支持的数据源版本 -**Microsoft SQL Server 2012及以后**
+**Microsoft SQL Server 2012及以上**
## 三、参数说明 diff --git a/docs/realTime/reader/kafkareader.md b/docs/realTime/reader/kafkareader.md index 6e110b52e7..531d681ee8 100644 --- a/docs/realTime/reader/kafkareader.md +++ b/docs/realTime/reader/kafkareader.md @@ -9,7 +9,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 | kafka 0.9 | kafka09reader | | kafka 0.10 | kafka10reader | | kafka 0.11 | kafka11reader | -| kafka 1.0及以后 | kafkareader | +| kafka 1.0及以上 | kafkareader |
diff --git a/docs/realTime/writer/kafkawriter.md b/docs/realTime/writer/kafkawriter.md index 97355138cf..fc82240795 100644 --- a/docs/realTime/writer/kafkawriter.md +++ b/docs/realTime/writer/kafkawriter.md @@ -9,7 +9,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 | kafka 0.9 | kafka09writer | | kafka 0.10 | kafka10writer | | kafka 0.11 | kafka11writer | -| kafka 1.0及以后 | kafkawriter | +| kafka 1.0及以上 | kafkawriter | From 99f78bacae3dbe0ea640a24bb83530eed40bb843 Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 13 Jul 2020 16:21:09 +0800 Subject: [PATCH 055/136] =?UTF-8?q?commit=20release=5F1.8.7:=20=20=201?= =?UTF-8?q?=E3=80=81=E5=A2=9E=E5=8A=A0Greenplum=E5=92=8CRestApi=E6=8F=92?= =?UTF-8?q?=E4=BB=B6=20=20=202=E3=80=81=E6=94=AF=E6=8C=81-p=E5=8F=82?= =?UTF-8?q?=E6=95=B0=E5=A1=AB=E5=85=85=E8=84=9A=E6=9C=AC=E5=8D=A0=E4=BD=8D?= =?UTF-8?q?=E7=AC=A6=20=20=203=E3=80=81BUG=E4=BF=AE=E5=A4=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitignore | 4 +- README.md | 6 +- docs/offline/reader/greenplumreader.md | 340 +++++ docs/offline/writer/greenplumwriter.md | 139 ++ docs/offline/writer/pulsarwriter.md | 76 - docs/realTime/reader/restapireader.md | 75 + docs/realTime/writer/restapiwriter.md | 115 ++ flinkx-binlog/flinkx-binlog-core/pom.xml | 6 - flinkx-binlog/flinkx-binlog-reader/pom.xml | 10 +- .../flinkx/binlog/reader/BinlogConfig.java | 2 +- .../flinkx-carbondata-reader/pom.xml | 8 +- .../carbondata/reader/CarbonExpressUtil.java | 2 - .../reader/CarbonFlinkInputSplit.java | 36 +- .../carbondata/reader/CarbondataReader.java | 7 +- .../flinkx-carbondata-writer/pom.xml | 8 +- .../carbondata/writer/CarbonOutputFormat.java | 4 +- .../writer/CarbondataOutputFormatBuilder.java | 2 + .../carbondata/writer/dict/DateTimeUtils.java | 100 +- .../writer/dict/ExternalCatalogUtils.java | 7 - .../recordwriter/AbstractRecordWriter.java | 15 +- .../CarbonPartitionRecordWriter.java | 3 - .../HivePartitionRecordWriter.java | 14 +- .../writer/dict/DateTimeUtilsTest.java | 29 +- .../flinkx-cassandra-core/pom.xml | 4 +- .../flinkx/cassandra/CassandraConfigKeys.java | 17 + .../flinkx/cassandra/CassandraUtil.java | 3 +- .../flinkx/cassandra/TestCassandraUtil.java | 20 + .../flinkx-cassandra-reader/pom.xml | 4 +- .../cassandra/reader/CassandraConstants.java | 17 + .../reader/CassandraInputFormat.java | 18 +- .../flinkx-cassandra-writer/pom.xml | 4 +- .../writer/CassandraOutputFormat.java | 32 +- .../writer/CassandraOutputFormatBuilder.java | 17 + .../cassandra/writer/CassandraWriter.java | 19 +- flinkx-cassandra/pom.xml | 4 +- .../clickhouse/core/ClickhouseUtil.java | 7 +- .../flinkx-clickhouse-reader/pom.xml | 10 + .../flinkx-clickhouse-writer/pom.xml | 10 + flinkx-core/pom.xml | 35 +- .../api/java/MyLocalStreamEnvironment.java | 1 - .../flinkx/authenticate/KerberosUtil.java | 12 +- .../flinkx/authenticate/SftpHandler.java | 23 +- .../classloader/ClassLoaderManager.java | 8 +- .../flinkx/classloader/PluginUtil.java | 2 - .../dtstack/flinkx/config/AbstractConfig.java | 14 +- .../dtstack/flinkx/config/RestartConfig.java | 2 +- .../dtstack/flinkx/config/RestoreConfig.java | 5 +- .../com/dtstack/flinkx/config/TestConfig.java | 2 +- .../flinkx/constants/ConstantValue.java | 11 + .../dtstack/flinkx/decoder/DecodeEnum.java | 36 +- .../com/dtstack/flinkx}/decoder/IDecode.java | 2 +- .../dtstack/flinkx}/decoder/JsonDecoder.java | 6 +- .../dtstack/flinkx}/decoder/PlainDecoder.java | 2 +- .../dtstack/flinkx/enums/EDatabaseType.java | 1 + .../inputformat/BaseRichInputFormat.java | 8 +- .../flinkx/metrics/AccumulatorCollector.java | 11 +- .../metrics/CustomPrometheusReporter.java | 22 +- .../dtstack/flinkx/options/OptionParser.java | 14 +- .../outputformat/BaseFileOutputFormat.java | 10 +- .../outputformat/BaseRichOutputFormat.java | 8 +- .../BaseRichOutputFormatBuilder.java | 19 +- .../flinkx/reader/ByteRateLimiter.java | 15 +- .../com/dtstack/flinkx/reader/MetaColumn.java | 12 +- .../com/dtstack/flinkx/util/ClassUtil.java | 2 +- .../java/com/dtstack/flinkx/util/Clock.java | 5 + .../com/dtstack/flinkx/util/DateUtil.java | 20 +- .../dtstack/flinkx/util/ExceptionUtil.java | 35 +- .../dtstack/flinkx/util/FileSystemUtil.java | 26 +- .../com/dtstack/flinkx/util/GsonUtil.java | 144 ++ .../dtstack/flinkx/util/JsonModifyUtil.java | 48 + .../dtstack/flinkx/util/ResultPrintUtil.java | 10 +- .../com/dtstack/flinkx/util/RetryUtil.java | 2 +- .../com/dtstack/flinkx/util/StringUtil.java | 16 +- .../flinkx/writer/DirtyDataManager.java | 11 +- .../dtstack/flinkx/writer/ErrorLimiter.java | 3 +- .../StreamExecutionEnvironment.java | 14 +- .../flinkx/util/ColumnTypeUtilTest.java | 4 +- .../com/dtstack/flinkx/util/DateUtilTest.java | 112 ++ .../flinkx/util/ExceptionUtilTest.java | 23 + .../com/dtstack/flinkx/util/MapUtilTest.java | 4 +- .../com/dtstack/flinkx/util/Md5UtilTest.java | 4 +- .../com/dtstack/flinkx/util/RowUtilTest.java | 4 +- .../flinkx/util/SnowflakeIdWorkerTest.java | 28 + .../dtstack/flinkx/util/StringUtilTest.java | 54 +- .../dtstack/flinkx/util/ValueUtilTest.java | 12 +- flinkx-db2/flinkx-db2-reader/pom.xml | 8 +- flinkx-db2/flinkx-db2-writer/pom.xml | 8 +- .../com/dtstack/flinkx/dm/DmDatabaseMeta.java | 2 +- flinkx-dm/flinkx-dm-reader/pom.xml | 8 +- .../flinkx/dm/format/DmInputFormat.java | 4 +- flinkx-dm/flinkx-dm-writer/pom.xml | 8 +- .../flinkx/dm/format/DmOutputFormat.java | 43 +- .../flinkx/emqx/decoder/JsonDecoder.java | 56 - flinkx-emqx/flinkx-emqx-reader/pom.xml | 10 + .../flinkx/emqx/format/EmqxInputFormat.java | 13 +- .../flinkx/emqx/reader/EmqxReader.java | 8 +- flinkx-emqx/flinkx-emqx-writer/pom.xml | 10 + .../flinkx/emqx/format/EmqxOutputFormat.java | 2 +- .../flinkx/emqx/writer/EmqxWriter.java | 7 +- flinkx-es/flinkx-es-reader/pom.xml | 14 + .../flinkx/es/reader/EsInputFormat.java | 6 +- .../es/reader/EsInputFormatBuilder.java | 5 + .../dtstack/flinkx/es/reader/EsReader.java | 7 +- .../flinkx/es/reader/test/EsReadDemo.java | 90 -- .../flinkx/es/reader/test/EsReaderTest.java | 20 - flinkx-es/flinkx-es-writer/pom.xml | 14 + .../dtstack/flinkx/es/writer/test/EsDemo.java | 146 -- .../com/dtstack/flinkx/ftp/FtpConfig.java | 2 +- .../com/dtstack/flinkx/ftp/FtpHandler.java | 15 +- .../dtstack/flinkx/ftp/FtpHandlerFactory.java | 18 +- .../com/dtstack/flinkx/ftp/IFtpHandler.java | 4 +- flinkx-ftp/flinkx-ftp-reader/pom.xml | 10 + .../flinkx/ftp/reader/FtpInputFormat.java | 16 +- .../dtstack/flinkx/ftp/reader/FtpReader.java | 5 +- .../ftp/reader/FtpSeqBufferedReader.java | 12 +- .../flinkx/ftp/reader/FtpServerDemo.java | 41 - .../flinkx/ftp/reader/SftpServerDemo.java | 42 - flinkx-ftp/flinkx-ftp-writer/pom.xml | 10 + .../flinkx/ftp/writer/FtpOutputFormat.java | 101 +- .../ftp/writer/FtpOutputFormatBuilder.java | 4 +- .../dtstack/flinkx/ftp/writer/FtpWriter.java | 2 +- flinkx-gbase/flinkx-gbase-reader/pom.xml | 8 +- .../flinkx/gbase/format/GbaseInputFormat.java | 9 +- flinkx-gbase/flinkx-gbase-writer/pom.xml | 8 +- .../flinkx-greenplum-core/pom.xml | 39 + .../greenplum/GreenplumDatabaseMeta.java | 50 + .../GreenplumDatabaseMetaInsert.java | 33 + .../flinkx-greenplum-reader/pom.xml | 112 ++ .../format/GreenplumInputFormat.java | 30 + .../greenplum/reader/GreenplumReader.java | 83 ++ .../flinkx-greenplum-writer/pom.xml | 110 ++ .../format/GreenplumOutputFormat.java | 31 + .../greenplum/writer/GreenplumWriter.java | 93 ++ flinkx-greenplum/pom.xml | 36 + .../flinkx/hbase/HbaseConfigConstants.java | 2 +- .../com/dtstack/flinkx/hbase/HbaseHelper.java | 70 +- .../flinkx/hbase/test/HbaseHelperTest.java | 75 - flinkx-hbase/flinkx-hbase-reader/pom.xml | 10 + .../flinkx/hbase/reader/HbaseInputFormat.java | 27 +- .../flinkx/hbase/reader/HbaseReader.java | 7 +- .../flinkx/hbase/reader/HbaseSplitDemo.java | 34 - flinkx-hbase/flinkx-hbase-writer/pom.xml | 10 + .../hbase/writer/HbaseOutputFormat.java | 104 +- .../writer/HbaseOutputFormatBuilder.java | 2 + .../flinkx/hbase/writer/HbaseWriter.java | 19 +- .../RowKeyFunctionTest.java | 5 +- .../dtstack/flinkx/hdfs/ECompressType.java | 1 - .../dtstack/flinkx/hdfs/HdfsConfigKeys.java | 2 + .../com/dtstack/flinkx/hdfs/HdfsUtil.java | 146 +- flinkx-hdfs/flinkx-hdfs-reader/pom.xml | 10 + .../hdfs/reader/BaseHdfsInputFormat.java | 47 +- .../hdfs/reader/HdfsOrcInputFormat.java | 197 +-- .../hdfs/reader/HdfsParquetInputFormat.java | 78 +- .../flinkx/hdfs/reader/HdfsReader.java | 4 +- .../hdfs/reader/HdfsTextInputFormat.java | 124 +- .../hadoop/hive/ql/io/orc/OrcInputFormat.java | 1221 +++++++++++++++++ .../hdfs/reader/HdfsOrcInputFormatTest.java | 22 + flinkx-hdfs/flinkx-hdfs-writer/pom.xml | 10 + .../hdfs/writer/BaseHdfsOutputFormat.java | 25 +- .../hdfs/writer/HdfsOrcOutputFormat.java | 55 +- .../hdfs/writer/HdfsOutputFormatBuilder.java | 4 + .../hdfs/writer/HdfsParquetOutputFormat.java | 110 +- .../hdfs/writer/HdfsTextOutputFormat.java | 4 +- .../flinkx/hdfs/writer/HdfsWriter.java | 8 +- .../flinkx/hive/TimePartitionFormat.java | 6 +- .../hive/util/AbstractHiveMetadataParser.java | 4 +- .../dtstack/flinkx/hive/util/HiveDbUtil.java | 13 +- .../dtstack/flinkx/hive/util/HiveUtil.java | 210 +-- .../dtstack/flinkx/hive/test/DBUtilTest.java | 64 - flinkx-hive/flinkx-hive-writer/pom.xml | 10 + .../flinkx/hive/writer/HiveOutputFormat.java | 12 +- .../hive/writer/HiveOutputFormatBuilder.java | 3 + .../flinkx/hive/writer/HiveWriter.java | 70 +- flinkx-kafka/flinkx-kafka-reader/pom.xml | 10 + .../flinkx/kafka/reader/KafkaClient.java | 2 +- .../flinkx/kafka/reader/KafkaInputFormat.java | 2 + flinkx-kafka/flinkx-kafka-writer/pom.xml | 10 + flinkx-kafka09/flinkx-kafka09-reader/pom.xml | 10 + .../flinkx/kafka09/reader/Kafka09Client.java | 2 +- flinkx-kafka09/flinkx-kafka09-writer/pom.xml | 10 + flinkx-kafka10/flinkx-kafka10-reader/pom.xml | 10 + .../flinkx/kafka10/reader/Kafka10Client.java | 2 +- flinkx-kafka10/flinkx-kafka10-writer/pom.xml | 10 + flinkx-kafka11/flinkx-kafka11-reader/pom.xml | 10 + .../flinkx/kafka11/reader/Kafka11Client.java | 2 +- .../kafka11/reader/Kafka11InputFormat.java | 2 + flinkx-kafka11/flinkx-kafka11-writer/pom.xml | 10 + .../reader/KafkaBaseInputFormat.java | 9 +- .../kafkabase/reader/KafkaBaseReader.java | 6 +- .../writer/KafkaBaseOutputFormat.java | 10 +- .../kafkabase/writer/KafkaBaseWriter.java | 5 +- flinkx-kudu/flinkx-kudu-core/pom.xml | 6 - .../dtstack/flinkx/kudu/core/KuduUtil.java | 13 +- flinkx-kudu/flinkx-kudu-reader/pom.xml | 8 +- .../flinkx/kudu/reader/KuduInputFormat.java | 6 +- .../kudu/reader/KuduInputFormatBuilder.java | 5 + .../flinkx/kudu/reader/KuduReader.java | 14 +- flinkx-kudu/flinkx-kudu-writer/pom.xml | 8 +- .../flinkx/kudu/writer/KuduOutputFormat.java | 7 +- .../flinkx/kudu/writer/KuduWriter.java | 11 +- .../flinkx/launcher/ClassLoaderType.java | 17 + .../flinkx/launcher/ClusterClientFactory.java | 10 +- .../com/dtstack/flinkx/launcher/Launcher.java | 25 +- .../flinkx/launcher/YarnConfLoader.java | 3 +- .../perjob/FlinkPerJobResourceUtil.java | 4 +- .../launcher/perjob/PerJobSubmitter.java | 4 +- .../test/java/bigdata/FlinkConfigTest.java | 19 - .../flinkx/mongodb/MongodbClientUtil.java | 8 +- .../dtstack/flinkx/mongodb/MongodbUtil.java | 6 +- flinkx-mongodb/flinkx-mongodb-reader/pom.xml | 8 +- .../mongodb/reader/MongodbInputFormat.java | 7 +- .../reader/MongodbInputFormatBuilder.java | 5 + flinkx-mongodb/flinkx-mongodb-writer/pom.xml | 8 +- flinkx-mysql/flinkx-mysql-dreader/pom.xml | 8 +- .../flinkx/mysqld/reader/MysqldReader.java | 5 +- flinkx-mysql/flinkx-mysql-reader/pom.xml | 10 +- .../flinkx/mysql/format/MysqlInputFormat.java | 14 +- .../src/test/java/bigdata/TestMysqlPk.java | 22 - flinkx-mysql/flinkx-mysql-writer/pom.xml | 8 +- .../com/dtstack/flinkx/odps/OdpsUtil.java | 2 +- flinkx-odps/flinkx-odps-reader/pom.xml | 10 + .../odps/reader/OdpsInputFormatBuilder.java | 4 +- .../flinkx/odps/reader/OdpsReader.java | 4 +- flinkx-odps/flinkx-odps-writer/pom.xml | 10 + .../flinkx/odps/writer/OdpsOutputFormat.java | 2 +- .../odps/writer/OdpsOutputFormatBuilder.java | 2 + .../flinkx/oracle/OracleDatabaseMeta.java | 2 +- flinkx-oracle/flinkx-oracle-reader/pom.xml | 8 +- .../oracle/reader/test/OracleLocalTest.java | 22 - flinkx-oracle/flinkx-oracle-writer/pom.xml | 8 +- .../oracle/format/OracleOutputFormat.java | 41 +- flinkx-pgwal/flinkx-pgwal-reader/pom.xml | 10 + flinkx-phoenix/flinkx-phoenix-reader/pom.xml | 10 + .../phoenix/format/PhoenixInputFormat.java | 3 +- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 10 + flinkx-polardb/flinkx-polardb-dreader/pom.xml | 8 + .../polardbd/reader/PolardbdReader.java | 1 - flinkx-polardb/flinkx-polardb-reader/pom.xml | 8 + flinkx-polardb/flinkx-polardb-writer/pom.xml | 8 + .../postgresql/PostgresqlDatabaseMeta.java | 3 - .../postgresql/PostgresqlTypeConverter.java | 29 +- .../flinkx-postgresql-reader/pom.xml | 8 +- .../format/PostgresqlInputFormat.java | 9 +- .../flinkx-postgresql-writer/pom.xml | 8 +- .../dtstack/flinkx/rdb/BaseDatabaseMeta.java | 8 +- .../com/dtstack/flinkx/rdb/util/DbUtil.java | 244 ++-- .../DistributedJdbcDataReader.java | 4 +- .../DistributedJdbcInputFormat.java | 20 +- .../DistributedJdbcInputFormatBuilder.java | 3 +- .../DistributedJdbcInputSplit.java | 6 +- .../JdbcInputFormat.java | 34 +- .../JdbcInputFormatBuilder.java | 5 + .../JdbcDataWriter.java | 10 +- .../rdb/outputformat/JdbcOutputFormat.java | 28 +- .../com/dtstack/flinkx/redis/JedisUtil.java | 9 +- flinkx-redis/flinkx-redis-writer/pom.xml | 8 +- .../redis/writer/RedisOutputFormat.java | 16 +- .../writer/RedisOutputFormatBuilder.java | 2 + .../flinkx/redis/writer/RedisWriter.java | 13 +- flinkx-restapi/flinkx-restapi-core/pom.xml | 20 + .../flinkx/restapi/common/HttpMethod.java | 44 + .../flinkx/restapi/common/HttpUtil.java | 115 ++ .../common/MyHttpRequestRetryHandler.java | 96 ++ .../MyServiceUnavailableRetryStrategy.java | 73 + .../flinkx/restapi/common/RestapiKeys.java | 32 + flinkx-restapi/flinkx-restapi-reader/pom.xml | 99 ++ .../inputformat/RestapiInputFormat.java | 109 ++ .../RestapiInputFormatBuilder.java | 46 + .../flinkx/restapi/reader/RestapiReader.java | 71 + flinkx-restapi/flinkx-restapi-writer/pom.xml | 99 ++ .../outputformat/RestapiOutputFormat.java | 150 ++ .../RestapiOutputFormatBuilder.java | 71 + .../flinkx/restapi/writer/RestapiWriter.java | 103 ++ flinkx-restapi/pom.xml | 28 + flinkx-saphana/flinkx-saphana-core/pom.xml | 4 +- flinkx-saphana/flinkx-saphana-reader/pom.xml | 4 +- flinkx-saphana/flinkx-saphana-writer/pom.xml | 4 +- flinkx-saphana/pom.xml | 4 +- .../flinkx-sqlserver-reader/pom.xml | 8 +- .../flinkx-sqlserver-writer/pom.xml | 8 +- flinkx-stream/flinkx-stream-reader/pom.xml | 10 + flinkx-stream/flinkx-stream-writer/pom.xml | 10 + .../stream/writer/StreamOutputFormat.java | 20 +- .../flinkx/stream/writer/StreamWriter.java | 2 +- flinkx-test/pom.xml | 195 ++- .../com/dtstack/flinkx/test/LocalTest.java | 291 ++-- .../flinkx/test/PluginNameConstants.java | 5 + pom.xml | 77 +- 288 files changed, 6820 insertions(+), 2303 deletions(-) create mode 100644 docs/offline/reader/greenplumreader.md create mode 100644 docs/offline/writer/greenplumwriter.md delete mode 100644 docs/offline/writer/pulsarwriter.md create mode 100644 docs/realTime/reader/restapireader.md create mode 100644 docs/realTime/writer/restapiwriter.md rename flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/IDecode.java => flinkx-carbondata/flinkx-carbondata-writer/src/test/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtilsTest.java (73%) rename flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/PlainDecoder.java => flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java (69%) rename {flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase => flinkx-core/src/main/java/com/dtstack/flinkx}/decoder/IDecode.java (96%) rename {flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase => flinkx-core/src/main/java/com/dtstack/flinkx}/decoder/JsonDecoder.java (97%) rename {flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase => flinkx-core/src/main/java/com/dtstack/flinkx}/decoder/PlainDecoder.java (96%) create mode 100644 flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java create mode 100644 flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java create mode 100644 flinkx-core/src/test/java/com/dtstack/flinkx/util/DateUtilTest.java create mode 100644 flinkx-core/src/test/java/com/dtstack/flinkx/util/ExceptionUtilTest.java create mode 100644 flinkx-core/src/test/java/com/dtstack/flinkx/util/SnowflakeIdWorkerTest.java delete mode 100644 flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/JsonDecoder.java delete mode 100644 flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReadDemo.java delete mode 100644 flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReaderTest.java delete mode 100644 flinkx-es/flinkx-es-writer/src/test/java/com/dtstack/flinkx/es/writer/test/EsDemo.java delete mode 100644 flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/FtpServerDemo.java delete mode 100644 flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/SftpServerDemo.java create mode 100644 flinkx-greenplum/flinkx-greenplum-core/pom.xml create mode 100644 flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMeta.java create mode 100644 flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMetaInsert.java create mode 100644 flinkx-greenplum/flinkx-greenplum-reader/pom.xml create mode 100644 flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumInputFormat.java create mode 100644 flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/reader/GreenplumReader.java create mode 100644 flinkx-greenplum/flinkx-greenplum-writer/pom.xml create mode 100644 flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumOutputFormat.java create mode 100644 flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/writer/GreenplumWriter.java create mode 100644 flinkx-greenplum/pom.xml delete mode 100644 flinkx-hbase/flinkx-hbase-core/src/test/java/com/dtstack/flinkx/hbase/test/HbaseHelperTest.java delete mode 100644 flinkx-hbase/flinkx-hbase-reader/src/test/java/com/dtstack/flinkx/hbase/reader/HbaseSplitDemo.java create mode 100644 flinkx-hdfs/flinkx-hdfs-reader/src/main/java/org/apache/hadoop/hive/ql/io/orc/OrcInputFormat.java create mode 100644 flinkx-hdfs/flinkx-hdfs-reader/src/main/test/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormatTest.java delete mode 100644 flinkx-hive/flinkx-hive-core/src/test/java/com/dtstack/flinkx/hive/test/DBUtilTest.java delete mode 100644 flinkx-launcher/src/test/java/bigdata/FlinkConfigTest.java delete mode 100644 flinkx-mysql/flinkx-mysql-reader/src/test/java/bigdata/TestMysqlPk.java delete mode 100644 flinkx-oracle/flinkx-oracle-reader/src/test/java/com/dtstack/flinkx/oracle/reader/test/OracleLocalTest.java create mode 100644 flinkx-restapi/flinkx-restapi-core/pom.xml create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpMethod.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyHttpRequestRetryHandler.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyServiceUnavailableRetryStrategy.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestapiKeys.java create mode 100644 flinkx-restapi/flinkx-restapi-reader/pom.xml create mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java create mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java create mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java create mode 100644 flinkx-restapi/flinkx-restapi-writer/pom.xml create mode 100644 flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java create mode 100644 flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormatBuilder.java create mode 100644 flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java create mode 100644 flinkx-restapi/pom.xml diff --git a/.gitignore b/.gitignore index d8cb487ce5..1e7d443821 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,7 @@ # Created by .ignore support plugin (hsz.mobi) .idea/ plugins/ +syncplugins/ *.iml target/ lib/ @@ -8,4 +9,5 @@ jobs/ nohup.out flinkconf/ hadoopconf/ -/default_task_id_output \ No newline at end of file +/default_task_id_output +/syncplugins \ No newline at end of file diff --git a/README.md b/README.md index c2a3a77d5e..38e4d79917 100644 --- a/README.md +++ b/README.md @@ -51,6 +51,7 @@ The following databases are currently supported: | | Teradata | [doc](docs/offline/reader/teradatareader.md) | [doc](docs/offline/writer/teradatawriter.md) | | | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | | | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | +| | Greenplum | [doc](docs/offline/reader/greenplumreader.md) | [doc](docs/offline/writer/greenplumwriter.md) | | | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | | | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | | | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | @@ -65,11 +66,12 @@ The following databases are currently supported: | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | +| | RestApi | [doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | -| | Oracle Logminer| Coming Soon| | -| | SqlServer CDC | Coming Soon | | +| | Oracle Logminer| Coming Soon | | +| | SqlServer CDC | Coming Soon | | # Quick Start diff --git a/docs/offline/reader/greenplumreader.md b/docs/offline/reader/greenplumreader.md new file mode 100644 index 0000000000..a8d89386e7 --- /dev/null +++ b/docs/offline/reader/greenplumreader.md @@ -0,0 +1,340 @@ +# Greenplum Reader + + +## 一、插件名称 +名称：**greenplumreader**
+ +## 二、支持的数据源版本 +**Greenplum 5及以上**
+ + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串
jdbcUrl参考文档：[greenplum官方文档](https://gpdb.docs.pivotal.io/590/datadirect/datadirect_jdbc.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +** + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "where": "", + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "where": "", + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 3、 指定customsql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "where": "", + "customSql": "select id from performance", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 4、增量同步指定startLocation +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "increColumn": "id", + "startLocation": "20", + "where": "", + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "polling": true, + "pollingInterval": 3000, + "customSql": "", + "increColumn": "id", + "startLocation": "20", + "where": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +
说明：表名不应该有'.'号，否则会报如下错误：
`java.sql.SQLException: SQLException: [Pivotal][Greenplum JDBC Driver][Greenplum]cross-database references are not implemented: "public.public.test". ` diff --git a/docs/offline/writer/greenplumwriter.md b/docs/offline/writer/greenplumwriter.md new file mode 100644 index 0000000000..57a069ce88 --- /dev/null +++ b/docs/offline/writer/greenplumwriter.md @@ -0,0 +1,139 @@ +# Greenplum Writer + + +## 一、插件名称 +名称：**greenplumwriter**
+ +## 二、支持的数据源版本 +**Greenplum 5及以上**
** + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：仅支持`insert`操作，可以搭配insertSqlMode使用 + - 必选：是 + - 默认值：无， + + + +- **insertSqlMode** + - 描述：控制写入数据到目标表采用  `COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'`语句，提高数据的插入效率 + - 注意： + - 为了避免`insert`过慢带来的问题，此参数被固定为`copy` + - 当指定此参数时，writeMode的值必须为 `insert`，否则设置无效 + - 必选：否 + - 默认值：无 + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + +** + +## 四、配置示例 + +#### 1、insert with copy mode +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "column": [ + { + "name": "id", + "type": "int", + "value": 1 + } + ], + "sliceRecordCount": ["100"] + }, + "name" : "streamreader" + }, + "writer": { + "name": "greenplumwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb", + "table": ["tbl_pay_log_copy"] + }], + "username": "gpadmin", + "password": "gpadmin", + "column": [ + { + "name": "id", + "type": "int" + }], + "writeMode": "insert", + "insertSqlMode": "copy", + "batchSize": 100, + "preSql": ["TRUNCATE tbl_pay_log_copy"], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` diff --git a/docs/offline/writer/pulsarwriter.md b/docs/offline/writer/pulsarwriter.md deleted file mode 100644 index 413e1e0f30..0000000000 --- a/docs/offline/writer/pulsarwriter.md +++ /dev/null @@ -1,76 +0,0 @@ -# Pulsar写入插件（**writer） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - - }, - "writer": { - "parameter": { - "producerSettings" : { - "producerName":"test-producer" - }, - "topic" : "pulsar_test", - "pulsarServiceUrl" : "pulsar://127.0.0.1:6650" - - }, - "name": "pulsarwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，pulsarwriter。 - - * 必选：是 - - * 默认值：无 - -* **topic** - - * 描述：topic。 - - * 必选：是 - - * 默认值：无 - - -* **pulsarServiceUrl** - - * 描述：pulsar地址列表 - - * 必选：是 - - * 默认值：无 - - - -* **producerSettings** - - * 描述：pulsar生产者配置 - - * 必选：是 - - * 默认值：无 - -参考: https://pulsar.apache.org/docs/en/client-libraries-java/#configure-producer \ No newline at end of file diff --git a/docs/realTime/reader/restapireader.md b/docs/realTime/reader/restapireader.md new file mode 100644 index 0000000000..f354c823db --- /dev/null +++ b/docs/realTime/reader/restapireader.md @@ -0,0 +1,75 @@ +# Restapi Reader + + +## 一、插件名称 +名称：restapireader
+ + +## 二、参数说明 + +- **url** + - 描述：连接的url + - 必选：是 + - 默认值：无 + + + +- **method** + - 描述：request的类型，`post`、`get` + - 必选：是 + - 默认值：无 + + + +- header + - 描述：需要添加的报头信息 + - 必选：否 + - 默认值：无 + + + + +## 三、配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "url": "http://kudu3/server/index.php?g=Web&c=Mock&o=mock&projectID=58&uri=/api/tiezhu/test/get", + "body": "", + "method": "get", + "params": "" + } + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false, + "isStream": true + }, + "errorLimit": {}, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "trace", + "path": "", + "pattern": "" + } + } + } +} +``` + + diff --git a/docs/realTime/writer/restapiwriter.md b/docs/realTime/writer/restapiwriter.md new file mode 100644 index 0000000000..6a515b9a1e --- /dev/null +++ b/docs/realTime/writer/restapiwriter.md @@ -0,0 +1,115 @@ +# Restapi Writer + + +## 一、插件名称 +**名称：restapiwriter**
+ +## 二、参数说明 + +- **url** + - 描述：连接的url + - 必选：是 + - 默认值：无 + + + +- **method** + - 描述：request的类型，`post`、`get` + - 必选：是 + - 默认值：无 + + + +- **header** + - 描述：需要添加的报头信息 + - 必选：否 + - 默认值：无 + + + +- **body** + - 描述：发送的数据中包括params + - 必选：否 + - 默认值：无 + + + +- **params** + - 描述：发送的数据中包括params + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：如果column不为空，那么将数据和字段名一一对应。如果column为空，则返回每个数据的第一个字段。 + - 必选：否 + - 默认值：无 + + + + +## 三、使用示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "data", + "type": "string" + } + ], + "sliceRecordCount": [ + "100" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "url": "http://kudu3/server/index.php?g=Web&c=Mock&o=mock&projectID=58&uri=/api/tiezhu/test/get", + "header": [], + "body": [], + "method": "post", + "params": {}, + "column": ["id","data"] + }, + "name": "restapiwriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream": true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} +``` + + diff --git a/flinkx-binlog/flinkx-binlog-core/pom.xml b/flinkx-binlog/flinkx-binlog-core/pom.xml index d16755f37d..ba3a2485dd 100644 --- a/flinkx-binlog/flinkx-binlog-core/pom.xml +++ b/flinkx-binlog/flinkx-binlog-core/pom.xml @@ -15,12 +15,6 @@ - - com.google.guava - guava - 19.0 - - com.alibaba.otter canal.parse diff --git a/flinkx-binlog/flinkx-binlog-reader/pom.xml b/flinkx-binlog/flinkx-binlog-reader/pom.xml index ad9b9893df..302234b486 100644 --- a/flinkx-binlog/flinkx-binlog-reader/pom.xml +++ b/flinkx-binlog/flinkx-binlog-reader/pom.xml @@ -69,6 +69,10 @@ slf4j-api org.slf4j + + guava + com.google.guava + @@ -100,7 +104,11 @@ com.google.common - shade.binlog.com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogConfig.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogConfig.java index 69d6d51add..0fcbdade5b 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogConfig.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogConfig.java @@ -32,7 +32,7 @@ public class BinlogConfig implements Serializable { public long period = 1000L; - public int bufferSize = 1024; + public int bufferSize = 256; public boolean pavingData = true; diff --git a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml index 111fc621c3..7b38ba5c8b 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml @@ -61,8 +61,12 @@ shade.carbondatareader.io.netty - com.google - shade.carbondatareader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonExpressUtil.java b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonExpressUtil.java index f655d14934..77dd6dedba 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonExpressUtil.java +++ b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonExpressUtil.java @@ -19,7 +19,6 @@ import org.apache.carbondata.core.metadata.datatype.DataType; -import org.apache.carbondata.core.metadata.datatype.DataTypes; import org.apache.carbondata.core.scan.expression.ColumnExpression; import org.apache.carbondata.core.scan.expression.Expression; import org.apache.carbondata.core.scan.expression.LiteralExpression; @@ -30,7 +29,6 @@ import org.apache.carbondata.core.scan.expression.conditional.LessThanExpression; import org.apache.commons.lang3.StringUtils; -import java.util.ArrayList; import java.util.List; diff --git a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonFlinkInputSplit.java b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonFlinkInputSplit.java index 5f440b5f33..91547fdfed 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonFlinkInputSplit.java +++ b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonFlinkInputSplit.java @@ -28,7 +28,6 @@ import java.io.IOException; import java.util.ArrayList; import java.util.List; -import java.util.stream.Collectors; /** @@ -46,15 +45,24 @@ public class CarbonFlinkInputSplit implements InputSplit { public CarbonFlinkInputSplit(List carbonInputSplits, int splitNumber) throws IOException { this.splitNumber = splitNumber; rawSplits = new ArrayList<>(); - rawSplits.addAll(carbonInputSplits.stream().map(this::carbonSplitToRawSplit).collect(Collectors.toList())); + List list = new ArrayList<>(); + for (CarbonInputSplit carbonInputSplit : carbonInputSplits) { + byte[] bytes = carbonSplitToRawSplit(carbonInputSplit); + list.add(bytes); + } + rawSplits.addAll(list); } public List getCarbonInputSplits() throws IOException { - List carbonInputSplits = rawSplits.stream().map(this::rawSplitToCarbonSplit).collect(Collectors.toList()); + List carbonInputSplits = new ArrayList<>(); + for (byte[] rawSplit : rawSplits) { + CarbonInputSplit carbonInputSplit = rawSplitToCarbonSplit(rawSplit); + carbonInputSplits.add(carbonInputSplit); + } return carbonInputSplits; } - private byte[] carbonSplitToRawSplit(CarbonInputSplit carbonInputSplit) { + private byte[] carbonSplitToRawSplit(CarbonInputSplit carbonInputSplit) throws IOException{ ByteArrayOutputStream baos = new ByteArrayOutputStream(); DataOutputStream dos = new DataOutputStream(baos); try { @@ -62,17 +70,14 @@ private byte[] carbonSplitToRawSplit(CarbonInputSplit carbonInputSplit) { } catch (IOException e) { throw new RuntimeException(e); } finally { - try { - baos.close(); - dos.close(); - } catch (IOException e) { - throw new RuntimeException(e); - } + baos.close(); + dos.close(); } + return baos.toByteArray(); } - private CarbonInputSplit rawSplitToCarbonSplit(byte[] rawSplit) { + private CarbonInputSplit rawSplitToCarbonSplit(byte[] rawSplit) throws IOException{ ByteArrayInputStream bais = new ByteArrayInputStream(rawSplit); DataInputStream dis = new DataInputStream(bais); CarbonInputSplit carbonInputSplit = new CarbonInputSplit(); @@ -81,13 +86,10 @@ private CarbonInputSplit rawSplitToCarbonSplit(byte[] rawSplit) { } catch (IOException e) { throw new RuntimeException(e); } finally { - try { - bais.close(); - dis.close(); - } catch (IOException e) { - throw new RuntimeException(e); - } + bais.close(); + dis.close(); } + return carbonInputSplit; } diff --git a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbondataReader.java b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbondataReader.java index 6b009c38f8..4942980eeb 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbondataReader.java +++ b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbondataReader.java @@ -25,6 +25,9 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + import java.util.ArrayList; import java.util.List; import java.util.Map; @@ -37,6 +40,8 @@ */ public class CarbondataReader extends BaseDataReader { + private static Logger LOG = LoggerFactory.getLogger(CarbondataReader.class); + protected String table; protected String database; @@ -78,7 +83,7 @@ public CarbondataReader(DataTransferConfig config, StreamExecutionEnvironment en columnValue.add((String) sm.get("value")); columnName.add((String) sm.get("name")); } - System.out.println("init column finished"); + LOG.info("init column finished"); } else if (!ConstantValue.STAR_SYMBOL.equals(columns.get(0)) || columns.size() != 1) { throw new IllegalArgumentException("column argument error"); } diff --git a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml index 9b414eafd3..1f45de883a 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml @@ -63,8 +63,12 @@ shade.carbondatawriter.io.netty - com.google - shade.carbondatawriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbonOutputFormat.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbonOutputFormat.java index cb78b18f62..0dece097c9 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbonOutputFormat.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbonOutputFormat.java @@ -24,7 +24,6 @@ import com.dtstack.flinkx.carbondata.writer.recordwriter.RecordWriterFactory; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; -import com.dtstack.flinkx.util.DateUtil; import org.apache.carbondata.core.metadata.datatype.DataType; import org.apache.carbondata.core.metadata.schema.table.CarbonTable; import org.apache.carbondata.core.metadata.schema.table.column.ColumnSchema; @@ -215,8 +214,7 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { @Override protected void writeMultipleRecordsInternal() throws Exception { - // CAN NOT HAPPEN - throw new IllegalArgumentException("It can not happen."); + notSupportBatchWrite("CarbondataWriter"); } @Override diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbondataOutputFormatBuilder.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbondataOutputFormatBuilder.java index b621038fd4..f2ef5d821c 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbondataOutputFormatBuilder.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbondataOutputFormatBuilder.java @@ -89,5 +89,7 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + notSupportBatchWrite("CarbondataWriter"); } } diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtils.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtils.java index 743acbcb23..6999225271 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtils.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtils.java @@ -58,6 +58,24 @@ public class DateTimeUtils { public static final int TO_YEAR_ZERO = TO_2001 + 7304850; + public static final int TIMESTAMP_STRING_LENGTH = 19; + + public static final String TIMESTAMP_ZERO_SUFFIX = ".0"; + + public static final int DAY_IN_YEAR_29 = 29; + public static final int DAY_IN_YEAR_31 = 31; + public static final int DAY_IN_YEAR_59 = 59; + public static final int DAY_IN_YEAR_60 = 60; + public static final int DAY_IN_YEAR_90 = 90; + public static final int DAY_IN_YEAR_120 = 120; + public static final int DAY_IN_YEAR_151 = 151; + public static final int DAY_IN_YEAR_181 = 181; + public static final int DAY_IN_YEAR_212 = 212; + public static final int DAY_IN_YEAR_243 = 243; + public static final int DAY_IN_YEAR_273 = 273; + public static final int DAY_IN_YEAR_304 = 304; + public static final int DAY_IN_YEAR_334 = 334; + public static final ThreadLocal THREAD_LOCAL_LOCAL_TIMEZONE = new ThreadLocal() { @Override public TimeZone initialValue() { @@ -91,8 +109,9 @@ public static String timestampToString(long us) { String timestampString = ts.toString(); String formatted = THREAD_LOCAL_TIMESTAMP_FORMAT.get().format(ts); - if(timestampString.length() > 19 && !".0".equals(timestampString.substring(19))) { - formatted += timestampString.substring(19); + if(timestampString.length() > TIMESTAMP_STRING_LENGTH + && !TIMESTAMP_ZERO_SUFFIX.equals(timestampString.substring(TIMESTAMP_STRING_LENGTH))) { + formatted += timestampString.substring(TIMESTAMP_STRING_LENGTH); } return formatted; } @@ -231,33 +250,33 @@ public static int getMonth(int date) { int year = tuple2.getField(0); int dayInYear = tuple2.getField(1); if (isLeapYear(year)) { - if (dayInYear == 60) { + if (dayInYear == DAY_IN_YEAR_60) { return 2; - } else if (dayInYear > 60) { + } else if (dayInYear > DAY_IN_YEAR_60) { dayInYear = dayInYear - 1; } } - if (dayInYear <= 31) { + if (dayInYear <= DAY_IN_YEAR_31) { return 1; - } else if (dayInYear <= 59) { + } else if (dayInYear <= DAY_IN_YEAR_59) { return 2; - } else if (dayInYear <= 90) { + } else if (dayInYear <= DAY_IN_YEAR_90) { return 3; - } else if (dayInYear <= 120) { + } else if (dayInYear <= DAY_IN_YEAR_120) { return 4; - } else if (dayInYear <= 151) { + } else if (dayInYear <= DAY_IN_YEAR_151) { return 5; - } else if (dayInYear <= 181) { + } else if (dayInYear <= DAY_IN_YEAR_181) { return 6; - } else if (dayInYear <= 212) { + } else if (dayInYear <= DAY_IN_YEAR_212) { return 7; - } else if (dayInYear <= 243) { + } else if (dayInYear <= DAY_IN_YEAR_243) { return 8; - } else if (dayInYear <= 273) { + } else if (dayInYear <= DAY_IN_YEAR_273) { return 9; - } else if (dayInYear <= 304) { + } else if (dayInYear <= DAY_IN_YEAR_304) { return 10; - } else if (dayInYear <= 334) { + } else if (dayInYear <= DAY_IN_YEAR_334) { return 11; } else { return 12; @@ -274,39 +293,38 @@ public static int getDayOfMonth(int date) { int year = tuple2.getField(0); int dayInYear = tuple2.getField(1); if (isLeapYear(year)) { - if (dayInYear == 60) { - return 29; - } else if (dayInYear > 60) { + if (dayInYear == DAY_IN_YEAR_60) { + return DAY_IN_YEAR_29; + } else if (dayInYear > DAY_IN_YEAR_60) { dayInYear = dayInYear - 1; } } - if (dayInYear <= 31) { + if (dayInYear <= DAY_IN_YEAR_31) { return dayInYear; - } else if (dayInYear <= 59) { - return dayInYear - 31; - } else if (dayInYear <= 90) { - return dayInYear - 59; - } else if (dayInYear <= 120) { - return dayInYear - 90; - } else if (dayInYear <= 151) { - return dayInYear - 120; - } else if (dayInYear <= 181) { - return dayInYear - 151; - } else if (dayInYear <= 212) { - return dayInYear - 181; - } else if (dayInYear <= 243) { - return dayInYear - 212; - } else if (dayInYear <= 273) { - return dayInYear - 243; - } else if (dayInYear <= 304) { - return dayInYear - 273; - } else if (dayInYear <= 334) { - return dayInYear - 304; + } else if (dayInYear <= DAY_IN_YEAR_59) { + return dayInYear - DAY_IN_YEAR_31; + } else if (dayInYear <= DAY_IN_YEAR_90) { + return dayInYear - DAY_IN_YEAR_59; + } else if (dayInYear <= DAY_IN_YEAR_120) { + return dayInYear - DAY_IN_YEAR_90; + } else if (dayInYear <= DAY_IN_YEAR_151) { + return dayInYear - DAY_IN_YEAR_120; + } else if (dayInYear <= DAY_IN_YEAR_181) { + return dayInYear - DAY_IN_YEAR_151; + } else if (dayInYear <= DAY_IN_YEAR_212) { + return dayInYear - DAY_IN_YEAR_181; + } else if (dayInYear <= DAY_IN_YEAR_243) { + return dayInYear - DAY_IN_YEAR_212; + } else if (dayInYear <= DAY_IN_YEAR_273) { + return dayInYear - DAY_IN_YEAR_243; + } else if (dayInYear <= DAY_IN_YEAR_304) { + return dayInYear - DAY_IN_YEAR_273; + } else if (dayInYear <= DAY_IN_YEAR_334) { + return dayInYear - DAY_IN_YEAR_304; } else { - return dayInYear - 334; + return dayInYear - DAY_IN_YEAR_334; } - } diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/ExternalCatalogUtils.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/ExternalCatalogUtils.java index 1b83ff80fe..dbff692bbb 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/ExternalCatalogUtils.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/ExternalCatalogUtils.java @@ -68,11 +68,4 @@ public static String escapePathName(String path) { private static boolean needsEscaping(char c) { return c >= 0 && c < charToEscape.size() && charToEscape.get(c); } - - public static void main(String[] args) { - String s = "2018-01-01 08:08:08"; - String d = escapePathName(s); - System.out.println(d); - } - } diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/AbstractRecordWriter.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/AbstractRecordWriter.java index 188601b450..63e01e580c 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/AbstractRecordWriter.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/AbstractRecordWriter.java @@ -39,11 +39,22 @@ import org.apache.commons.lang.StringUtils; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.io.NullWritable; -import org.apache.hadoop.mapreduce.*; +import org.apache.hadoop.mapreduce.RecordWriter; +import org.apache.hadoop.mapreduce.TaskAttemptContext; +import org.apache.hadoop.mapreduce.JobID; +import org.apache.hadoop.mapreduce.TaskID; +import org.apache.hadoop.mapreduce.TaskAttemptID; +import org.apache.hadoop.mapreduce.TaskType; import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl; import java.io.IOException; -import java.util.*; +import java.util.List; +import java.util.ArrayList; +import java.util.Random; +import java.util.UUID; +import java.util.Map; +import java.util.Collections; +import java.util.HashMap; /** * Abstract record writer wrapper diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/CarbonPartitionRecordWriter.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/CarbonPartitionRecordWriter.java index 3a3236ca76..b2a6b20d30 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/CarbonPartitionRecordWriter.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/CarbonPartitionRecordWriter.java @@ -21,10 +21,7 @@ import com.dtstack.flinkx.carbondata.writer.dict.CarbonTypeConverter; -import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.StringUtil; import org.apache.carbondata.core.metadata.datatype.DataType; -import org.apache.carbondata.core.metadata.datatype.DataTypes; import org.apache.carbondata.core.metadata.schema.PartitionInfo; import org.apache.carbondata.core.metadata.schema.partition.PartitionType; import org.apache.carbondata.core.metadata.schema.table.CarbonTable; diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/HivePartitionRecordWriter.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/HivePartitionRecordWriter.java index 38dc8e42e8..a74982de1b 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/HivePartitionRecordWriter.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/HivePartitionRecordWriter.java @@ -34,11 +34,21 @@ import org.apache.carbondata.processing.util.CarbonLoaderUtil; import org.apache.commons.lang3.StringUtils; import org.apache.hadoop.conf.Configuration; -import org.apache.hadoop.mapreduce.*; +import org.apache.hadoop.mapreduce.TaskAttemptContext; +import org.apache.hadoop.mapreduce.RecordWriter; +import org.apache.hadoop.mapreduce.JobID; +import org.apache.hadoop.mapreduce.TaskID; +import org.apache.hadoop.mapreduce.TaskAttemptID; +import org.apache.hadoop.mapreduce.TaskType; import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl; import java.io.IOException; -import java.util.*; +import java.util.List; +import java.util.Map; +import java.util.Arrays; +import java.util.HashMap; +import java.util.Random; +import java.util.UUID; import java.util.stream.Collectors; diff --git a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/IDecode.java b/flinkx-carbondata/flinkx-carbondata-writer/src/test/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtilsTest.java similarity index 73% rename from flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/IDecode.java rename to flinkx-carbondata/flinkx-carbondata-writer/src/test/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtilsTest.java index ce63e6fd15..11a8f7136e 100644 --- a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/IDecode.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/test/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtilsTest.java @@ -6,32 +6,29 @@ * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at - *

+ * * http://www.apache.org/licenses/LICENSE-2.0 - *

+ * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.emqx.decoder; -import java.util.Map; + +package com.dtstack.flinkx.carbondata.writer.dict; + +import org.junit.Test; /** - * Date: 2020/02/12 - * Company: www.dtstack.com - * - * @author tudou + * @author jiangbo + * @date 2020/3/27 */ -public interface IDecode { - - /** - * 消息解码 - * @param message - * @return - */ - Map decode(String message); +public class DateTimeUtilsTest { + @Test + public void testGetMonth() { + DateTimeUtils.getMonth(10); + } } diff --git a/flinkx-cassandra/flinkx-cassandra-core/pom.xml b/flinkx-cassandra/flinkx-cassandra-core/pom.xml index 6dc4304d67..86b7f12abf 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-core/pom.xml @@ -1,6 +1,6 @@ - flinkx-cassandra diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java index 072a2b0096..a5a67df83d 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java +++ b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra; /** diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java index fa89243336..bc0e631faa 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java +++ b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java @@ -32,7 +32,6 @@ import java.math.BigDecimal; import java.math.BigInteger; import java.net.InetAddress; -import java.net.UnknownHostException; import java.nio.ByteBuffer; import java.sql.Time; import java.util.Date; @@ -222,7 +221,7 @@ private static Optional objectToBytes(T obj){ * @param pos 位置 * @param sqlType cql类型 * @param value 值 - * @throws RuntimeException 对于不支持的数据类型，抛出异常 + * @throws Exception 对于不支持的数据类型，抛出异常 */ public static void bindColumn(BoundStatement ps, int pos, DataType sqlType, Object value) throws Exception { if (value != null) { diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java b/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java index 179e420193..aea0c06c90 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java +++ b/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java @@ -1,3 +1,23 @@ +<<<<<<< HEAD +======= +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +>>>>>>> 1.8_release_3.10.x package com.dtstack.flinkx.cassandra; import com.datastax.driver.core.*; diff --git a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml index feca24f0f9..804af7c5d6 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml @@ -1,6 +1,6 @@ - flinkx-cassandra diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java index cd8da1f553..df6dd94a03 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra.reader; /** diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java index f5fdbe4ae2..52f1311861 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java @@ -20,7 +20,6 @@ import com.datastax.driver.core.*; import com.dtstack.flinkx.cassandra.CassandraUtil; -import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.google.common.base.Preconditions; @@ -97,7 +96,6 @@ public Row nextRecordInternal(Row row) { Object value = CassandraUtil.getData(cqlRow, definitions.get(i).getType(), definitions.get(i).getName()); row.setField(i, value); } - LOG.info(row.toString()); return row; } @@ -108,7 +106,7 @@ protected void closeInternal() { } @Override - public InputSplit[] createInputSplitsInternal(int minNumSplits) { + protected InputSplit[] createInputSplitsInternal(int minNumSplits) { ArrayList splits = new ArrayList<>(); try { @@ -130,12 +128,12 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) { private InputSplit[] splitJob(int minNumSplits, ArrayList splits) { if(minNumSplits <= 1) { splits.add(new CassandraInputSplit()); - return splits.toArray(new CassandraInputSplit[splits.size()]); + return splits.toArray(new CassandraInputSplit[0]); } if(whereString != null && whereString.toLowerCase().contains(CassandraConstants.TOKEN)) { splits.add(new CassandraInputSplit()); - return splits.toArray(new CassandraInputSplit[splits.size()]); + return splits.toArray(new CassandraInputSplit[0]); } Session session = CassandraUtil.getSession(cassandraConfig, ""); String partitioner = session.getCluster().getMetadata().getPartitioner(); @@ -152,8 +150,7 @@ private InputSplit[] splitJob(int minNumSplits, ArrayList s } splits.add(new CassandraInputSplit(l.toString(), r.toString())); } - } - else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { + }else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { BigDecimal minToken = BigDecimal.valueOf(Long.MIN_VALUE); BigDecimal maxToken = BigDecimal.valueOf(Long.MAX_VALUE); BigDecimal step = maxToken.subtract(minToken) @@ -166,11 +163,10 @@ else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { } splits.add(new CassandraInputSplit(String.valueOf(l), String.valueOf(r))); } - } - else { + }else { splits.add(new CassandraInputSplit()); } - return splits.toArray(new CassandraInputSplit[splits.size()]); + return splits.toArray(new CassandraInputSplit[0]); } /** @@ -181,7 +177,7 @@ else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { private String getQueryString(CassandraInputSplit inputSplit) { StringBuilder columns = new StringBuilder(); if (columnMeta == null) { - columns.append(ConstantValue.STAR_SYMBOL); + columns.append("*"); } else { for(MetaColumn column : columnMeta) { if(columns.length() > 0 ) { diff --git a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml index 565ef3ca4f..73593ae1c9 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml @@ -1,6 +1,6 @@ - flinkx-cassandra diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java index f16eca03ab..a280dbf059 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra.writer; import com.datastax.driver.core.*; @@ -102,7 +119,6 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { throw new WriteRecordException("类型转换失败", e.getCause(), i, row); } } - LOG.info("insertSql: {}" + boundStatement); session.execute(boundStatement); } @@ -110,12 +126,14 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { protected void writeMultipleRecordsInternal() throws Exception { if (batchSize > 1) { BoundStatement boundStatement = pstmt.bind(); - for (Row row : rows) { - for (int i = 0; i < columnMeta.size(); i++) { - Object value = row.getField(i); - CassandraUtil.bindColumn(boundStatement, i, columnTypes.get(i), value); + for (int rowIndex = 0; rowIndex < rows.size(); rowIndex++) { + for (int columnIndex = 0; columnIndex < columnMeta.size(); columnIndex++) { + Object value = rows.get(rowIndex).getField(columnIndex); + CassandraUtil.bindColumn(boundStatement, columnIndex, columnTypes.get(columnIndex), value); + } + if ((rowIndex % 1000) == 0) { + LOG.info("insertSql: {}", boundStatement); } - LOG.info("insertSql: {}" + boundStatement); if(asyncWrite) { unConfirmedWrite.add(session.executeAsync(boundStatement)); if (unConfirmedWrite.size() >= batchSize) { @@ -152,7 +170,7 @@ protected void writeMultipleRecordsInternal() throws Exception { } @Override - public void closeInternal() throws IOException { + public void closeInternal() { CassandraUtil.close(session); } } diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java index 4446f1633f..56a170811e 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra.writer; import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java index 2e2f0bbc9c..1e89082846 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra.writer; import com.dtstack.flinkx.config.DataTransferConfig; @@ -13,8 +30,6 @@ import java.util.Map; import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.*; -import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.KEY_CONSITANCY_LEVEL; -import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.KEY_MAX_PENDING_CONNECTION; /** * diff --git a/flinkx-cassandra/pom.xml b/flinkx-cassandra/pom.xml index d788a4bea1..917b1dc9f8 100644 --- a/flinkx-cassandra/pom.xml +++ b/flinkx-cassandra/pom.xml @@ -1,6 +1,6 @@ - flinkx-all diff --git a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java index b33160d10d..c6103d9dfa 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java +++ b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java @@ -23,6 +23,7 @@ import java.sql.Connection; import java.sql.SQLException; +import java.sql.Statement; import java.util.Properties; /** @@ -43,8 +44,10 @@ public static Connection getConnection(String url, String username, String passw for (int i = 0; i < MAX_RETRY_TIMES && failed; ++i) { try { conn = new BalancedClickhouseDataSource(url, properties).getConnection(); - conn.createStatement().execute("select 111"); - failed = false; + try (Statement statement = conn.createStatement()) { + statement.execute("select 111"); + failed = false; + } } catch (Exception e) { if (conn != null) { conn.close(); diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml index 01d798e35d..4c5ef8cf4c 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml @@ -56,6 +56,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml index 94e72635a6..8c3d65ad12 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml @@ -56,6 +56,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 223aae3824..a0bd729335 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -110,33 +110,6 @@ ${flink.version} - - junit - junit - 4.11 - test - - - - org.powermock - powermock-api-mockito - 1.7.0 - test - - - - org.powermock - powermock-module-junit4 - 1.7.0 - test - - - - org.hamcrest - hamcrest-all - 1.3 - test - org.apache.httpcomponents httpcore @@ -200,6 +173,10 @@ org.slf4j:* org.apache.httpcomponents:* io.prometheus:* + org.apache.avro:* + org.codehaus.jackson:* + com.fasterxml.jackson.core:* + commons-*:* @@ -207,6 +184,10 @@ com.google.common shade.core.com.google.common + + com.google.thirdparty + shade.core.com.google.thirdparty + org.apache.http shade.core.org.apache.http diff --git a/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java b/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java index 56fb01de1c..c3dcf4ca9e 100644 --- a/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java +++ b/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java @@ -22,7 +22,6 @@ import org.apache.flink.api.common.InvalidProgramException; import org.apache.flink.api.common.JobExecutionResult; import org.apache.flink.api.java.ExecutionEnvironment; -import org.apache.flink.configuration.ConfigConstants; import org.apache.flink.configuration.Configuration; import org.apache.flink.configuration.RestOptions; import org.apache.flink.configuration.TaskManagerOptions; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java index c89f0b2274..8fde360336 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java @@ -46,6 +46,7 @@ public class KerberosUtil { private static final String SP = "/"; private static final String KEY_SFTP_CONF = "sftpConf"; + private static final String KEY_PRINCIPAL = "principal"; private static final String KEY_REMOTE_DIR = "remoteDir"; private static final String KEY_USE_LOCAL_FILE = "useLocalFile"; public static final String KEY_PRINCIPAL_FILE = "principalFile"; @@ -89,6 +90,15 @@ public static UserGroupInformation loginAndReturnUgi(Configuration conf, String return UserGroupInformation.loginUserFromKeytabAndReturnUGI(principal, keytab); } + public static String getPrincipal(Map configMap, String keytabPath) { + String principal = MapUtils.getString(configMap, KEY_PRINCIPAL); + if (StringUtils.isEmpty(principal)) { + principal = findPrincipalFromKeytab(keytabPath); + } + + return principal; + } + private static void reloadKrb5Conf(Configuration conf){ String krb5File = conf.get(KEY_JAVA_SECURITY_KRB5_CONF); LOG.info("set krb5 file:{}", krb5File); @@ -188,7 +198,7 @@ private static String loadFromSftp(Map config, String fileName){ } } - public static String findPrincipalFromKeytab(String keytabFile) { + private static String findPrincipalFromKeytab(String keytabFile) { KeyTab keyTab = KeyTab.getInstance(keytabFile); for (KeyTabEntry entry : keyTab.getEntries()) { String principal = entry.getService().getName(); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/SftpHandler.java b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/SftpHandler.java index 90c0e127fb..dc1a70a1b4 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/SftpHandler.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/SftpHandler.java @@ -20,13 +20,18 @@ package com.dtstack.flinkx.authenticate; import com.dtstack.flinkx.util.RetryUtil; -import com.jcraft.jsch.*; +import com.jcraft.jsch.ChannelSftp; +import com.jcraft.jsch.JSch; +import com.jcraft.jsch.Session; +import com.jcraft.jsch.SftpException; import org.apache.commons.collections.MapUtils; import org.apache.commons.lang.StringUtils; import org.slf4j.Logger; import org.slf4j.LoggerFactory; -import java.io.*; +import java.io.File; +import java.io.FileOutputStream; +import java.io.OutputStream; import java.util.Map; import java.util.Properties; import java.util.concurrent.Callable; @@ -131,21 +136,11 @@ private void downloadFile(String ftpPath, String localPath){ throw new RuntimeException("File not exist on sftp:" + ftpPath); } - OutputStream os = null; - try { - os = new FileOutputStream(new File(localPath)); + try (OutputStream os = new FileOutputStream(new File(localPath))){ channelSftp.get(ftpPath, os); + os.flush(); } catch (Exception e){ throw new RuntimeException("download file from sftp error", e); - } finally { - if(os != null){ - try { - os.flush(); - os.close(); - } catch (IOException e) { - LOG.warn("", e); - } - } } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/ClassLoaderManager.java b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/ClassLoaderManager.java index 9cb8f0220a..a6276ff42a 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/ClassLoaderManager.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/ClassLoaderManager.java @@ -25,7 +25,13 @@ import java.net.URL; import java.net.URLClassLoader; -import java.util.*; +import java.util.ArrayList; +import java.util.List; +import java.util.Map; +import java.util.Set; +import java.util.Comparator; +import java.util.HashSet; +import java.util.Arrays; import java.util.concurrent.ConcurrentHashMap; /** diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java index fd51f7e65c..efee645720 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java @@ -24,9 +24,7 @@ import java.io.File; import java.net.MalformedURLException; import java.net.URL; -import java.util.ArrayList; import java.util.HashSet; -import java.util.List; import java.util.Set; /** diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java index df46175089..087c5302bd 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java @@ -76,9 +76,9 @@ public Object getVal(String key) { Object obj = internalMap.get(key); if (obj instanceof LinkedTreeMap) { LinkedTreeMap treeMap = (LinkedTreeMap) obj; - Map newMap = new HashMap<>(treeMap.size()); - newMap.putAll(treeMap); - return newMap; + Map map = new HashMap<>(Math.max((int) (treeMap.size()/.75f) + 1, 16)); + map.putAll(treeMap); + return map; } return obj; } @@ -109,10 +109,10 @@ public int getIntVal(String key, int defaultValue) { return defaultValue; } if(ret instanceof Integer) { - return ((Integer)ret).intValue(); + return (Integer) ret; } if(ret instanceof String) { - return Integer.valueOf((String)ret).intValue(); + return Integer.parseInt((String) ret); } if(ret instanceof Long) { return ((Long)ret).intValue(); @@ -144,7 +144,7 @@ public long getLongVal(String key, long defaultValue) { return ((Integer)ret).longValue(); } if(ret instanceof String) { - return Long.valueOf((String)ret); + return Long.parseLong((String)ret); } if(ret instanceof Float) { return ((Float)ret).longValue(); @@ -176,7 +176,7 @@ public double getDoubleVal(String key, double defaultValue) { return ((Integer) ret).doubleValue(); } if (ret instanceof String) { - return Double.valueOf((String) ret); + return Double.parseDouble((String) ret); } if (ret instanceof Float) { return ((Float) ret).doubleValue(); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java index 35068840ab..f83a394399 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java @@ -49,7 +49,7 @@ public RestartConfig(Map map) { } public static RestartConfig defaultConfig(){ - Map map = new HashMap<>(1); + Map map = new HashMap<>(16); return new RestartConfig(map); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java index c85c1bb376..ef886bf7e7 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java @@ -18,7 +18,7 @@ package com.dtstack.flinkx.config; -import java.util.HashMap; +import java.util.Collections; import java.util.Map; /** @@ -40,8 +40,7 @@ public RestoreConfig(Map map) { } public static RestoreConfig defaultConfig(){ - Map map = new HashMap<>(1); - map.put(KEY_IS_RESTORE, false); + Map map = Collections.singletonMap(KEY_IS_RESTORE, false); return new RestoreConfig(map); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java index 2a15601654..dbcd774858 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java @@ -37,7 +37,7 @@ public TestConfig(Map map) { } public static TestConfig defaultConfig(){ - Map map = new HashMap<>(1); + Map map = new HashMap<>(16); return new TestConfig(map); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index 46de3749fb..d94589fbc6 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -51,4 +51,15 @@ public class ConstantValue { public static final String SYSTEM_PROPERTIES_KEY_FILE_ENCODING = "file.encoding"; public static final String OS_WINDOWS = "windows"; + + public static final String TIME_SECOND_SUFFIX = "sss"; + public static final String TIME_MILLISECOND_SUFFIX = "SSS"; + + public static final String FILE_SUFFIX_XML = ".xml"; + + public static final int MAX_BATCH_SIZE = 200000; + + public static final long STORE_SIZE_G = 1024L * 1024 * 1024; + + public static final long STORE_SIZE_M = 1024L * 1024; } diff --git a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/PlainDecoder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java similarity index 69% rename from flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/PlainDecoder.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java index 63d92b8463..ce360c6bc0 100644 --- a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/PlainDecoder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java @@ -6,31 +6,41 @@ * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at - *

+ * * http://www.apache.org/licenses/LICENSE-2.0 - *

+ * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.emqx.decoder; -import java.util.Collections; -import java.util.Map; +package com.dtstack.flinkx.decoder; /** - * Date: 2020/02/12 - * Company: www.dtstack.com - * - * @author tudou + * @author jiangbo + * @date 2020/3/23 */ -public class PlainDecoder implements IDecode { +public enum DecodeEnum { + + /** + * json format + */ + JSON("json"), - @Override - public Map decode(final String message) { - return Collections.singletonMap("message", message); + /** + * text format + */ + PLAIN("plain"); + + private String name; + + DecodeEnum(String name) { + this.name = name; } + public String getName() { + return name; + } } diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/IDecode.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/IDecode.java similarity index 96% rename from flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/IDecode.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/IDecode.java index 0d117d3956..5b195bd668 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/IDecode.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/IDecode.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.decoder; +package com.dtstack.flinkx.decoder; import java.util.Map; diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/JsonDecoder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java similarity index 97% rename from flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/JsonDecoder.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java index 8d6fad179e..10a954e601 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/JsonDecoder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.decoder; +package com.dtstack.flinkx.decoder; import org.codehaus.jackson.map.ObjectMapper; import org.slf4j.Logger; @@ -31,12 +31,10 @@ * @author tudou */ public class JsonDecoder implements IDecode { + private static final String KEY_MESSAGE = "message"; private static Logger LOG = LoggerFactory.getLogger(JsonDecoder.class); - private static ObjectMapper objectMapper = new ObjectMapper(); - private static final String KEY_MESSAGE = "message"; - @Override @SuppressWarnings("unchecked") public Map decode(final String message) { diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/PlainDecoder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java similarity index 96% rename from flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/PlainDecoder.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java index 5a2a027369..63771cfd6e 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/PlainDecoder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.decoder; +package com.dtstack.flinkx.decoder; import java.util.Collections; import java.util.Map; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java index 475f6923d1..8de25bd051 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java @@ -33,6 +33,7 @@ public enum EDatabaseType { SQLServer, Oracle, PostgreSQL, + Greenplum, DB2, MongoDB, Redis, diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java index 1ce9844175..2c55ee3a19 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java @@ -28,7 +28,6 @@ import com.dtstack.flinkx.metrics.CustomPrometheusReporter; import com.dtstack.flinkx.reader.ByteRateLimiter; import com.dtstack.flinkx.restore.FormatState; -import org.apache.commons.lang.StringUtils; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.flink.api.common.accumulators.LongCounter; import org.apache.flink.api.common.io.DefaultInputSplitAssigner; @@ -376,14 +375,13 @@ public RestoreConfig getRestoreConfig() { return restoreConfig; } - public void setLogConfig(LogConfig logConfig) { - this.logConfig = logConfig; - } - public void setRestoreConfig(RestoreConfig restoreConfig) { this.restoreConfig = restoreConfig; } + public void setLogConfig(LogConfig logConfig) { + this.logConfig = logConfig; + } public void setTestConfig(TestConfig testConfig) { this.testConfig = testConfig; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/AccumulatorCollector.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/AccumulatorCollector.java index c701707ade..feb64ae62f 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/AccumulatorCollector.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/AccumulatorCollector.java @@ -35,8 +35,13 @@ import org.slf4j.LoggerFactory; import java.io.InputStream; -import java.util.*; -import java.util.concurrent.*; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.concurrent.ScheduledExecutorService; +import java.util.concurrent.ScheduledThreadPoolExecutor; +import java.util.concurrent.ThreadFactory; +import java.util.concurrent.TimeUnit; /** * Regularly get statistics from the flink API @@ -247,7 +252,7 @@ private void checkErrorTimes() { } } - class ValueAccumulator{ + static class ValueAccumulator{ private long global; private LongCounter local; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java index 3735cc7c64..dfe35d84fe 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java @@ -27,7 +27,13 @@ import org.apache.flink.api.common.accumulators.Accumulator; import org.apache.flink.api.common.functions.RuntimeContext; import org.apache.flink.configuration.Configuration; -import org.apache.flink.metrics.*; +import org.apache.flink.metrics.CharacterFilter; +import org.apache.flink.metrics.Counter; +import org.apache.flink.metrics.Gauge; +import org.apache.flink.metrics.Histogram; +import org.apache.flink.metrics.Meter; +import org.apache.flink.metrics.Metric; +import org.apache.flink.metrics.MetricGroup; import org.apache.flink.runtime.execution.Environment; import org.apache.flink.runtime.metrics.groups.AbstractMetricGroup; import org.apache.flink.runtime.metrics.groups.FrontMetricGroup; @@ -39,7 +45,14 @@ import java.io.IOException; import java.lang.reflect.Field; -import java.util.*; +import java.util.AbstractMap; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.HashMap; +import java.util.LinkedList; +import java.util.List; +import java.util.Map; import java.util.regex.Pattern; /** @@ -121,7 +134,6 @@ public void open() { if (StringUtils.isNullOrWhitespaceOnly(host) || port < 1) { return; -// throw new IllegalArgumentException("Invalid host/port configuration. Host: " + host + " Port: " + port); } if (randomSuffix) { @@ -190,6 +202,10 @@ private void notifyOfAddedMetric(final Metric metric, final String metricName, f count = collectorWithCount.getValue(); } else { collector = createCollector(metric, dimensionKeys, dimensionValues, scopedMetricName, helpString); + if (null == collector) { + return; + } + try { collector.register(defaultRegistry); } catch (Exception e) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/OptionParser.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/OptionParser.java index f5991f1f9c..c46d451f48 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/OptionParser.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/OptionParser.java @@ -100,19 +100,15 @@ public List getProgramExeArgList() throws Exception { continue; }else if(OPTION_JOB.equalsIgnoreCase(key)){ File file = new File(value.toString()); - FileInputStream in = new FileInputStream(file); - byte[] filecontent = new byte[(int) file.length()]; - in.read(filecontent); - value = new String(filecontent, Charsets.UTF_8.name()); + try (FileInputStream in = new FileInputStream(file)) { + byte[] filecontent = new byte[(int) file.length()]; + in.read(filecontent); + value = new String(filecontent, Charsets.UTF_8.name()); + } } args.add("-" + key); args.add(value.toString()); } return args; } - - private void printUsage() { - System.out.print(options.toString()); - } - } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java index 6d92035700..f9735c0ab3 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java @@ -294,11 +294,12 @@ protected void afterCloseInternal() { moveAllTemporaryDataFileToDirectory(); LOG.info("The task ran successfully,clear temporary data files"); + closeSource(); clearTemporaryDataFiles(); } + }else{ + closeSource(); } - - closeSource(); } catch(Exception ex) { throw new RuntimeException(ex); } @@ -328,11 +329,6 @@ public void tryCleanupOnError() throws Exception { } } - @Override - protected void writeMultipleRecordsInternal() throws Exception { - // CAN NOT HAPPEN - } - @Override protected boolean needWaitAfterCloseInternal() { return true; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java index 1b42017236..a73df9b854 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java @@ -51,7 +51,9 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.writer.WriteErrorTypes.*; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_FORMAT_TRANSFORM; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_NULL_POINTER; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_PRIMARY_CONFLICT; /** * Abstract Specification for all the OutputFormat defined in flinkx plugins @@ -418,6 +420,10 @@ protected void writeMultipleRecords() throws Exception { */ protected abstract void writeMultipleRecordsInternal() throws Exception; + protected void notSupportBatchWrite(String writerName) { + throw new UnsupportedOperationException(writerName + "不支持批量写入"); + } + protected void writeRecordInternal() { try { writeMultipleRecords(); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java index 0bdcca624a..38306365f2 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.outputformat; import com.dtstack.flinkx.config.RestoreConfig; +import com.dtstack.flinkx.constants.ConstantValue; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.util.List; @@ -71,6 +72,12 @@ public void setInitAccumulatorAndDirty(boolean initAccumulatorAndDirty) { this.format.initAccumulatorAndDirty = initAccumulatorAndDirty; } + protected void notSupportBatchWrite(String writerName) { + if (this.format.getBatchInterval() > 1) { + throw new IllegalArgumentException(writerName + "不支持批量写入"); + } + } + /** * Check the value of parameters */ @@ -78,7 +85,17 @@ public void setInitAccumulatorAndDirty(boolean initAccumulatorAndDirty) { public BaseRichOutputFormat finish() { checkFormat(); + + /** + * 200000条限制的原因： + * 按照目前的使用情况以及部署配置，假设写入字段数量平均为50个，一个单slot的TaskManager内存为1G， + * 在不考虑各插件批量写入对内存特殊要求并且只考虑插件缓存这么多条数据的情况下，batchInterval为400000条时出现fullGC， + * 为了避免fullGC以及OOM，并且保证batchInterval有足够的配置空间，取最大值的一半200000。 + */ + if (this.format.getBatchInterval() > ConstantValue.MAX_BATCH_SIZE) { + throw new IllegalArgumentException("批量写入条数必须小于[200000]条"); + } + return format; } - } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/ByteRateLimiter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/ByteRateLimiter.java index f66d45b7f9..13c21f8129 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/ByteRateLimiter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/ByteRateLimiter.java @@ -25,7 +25,11 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; -import java.util.concurrent.*; +import java.math.BigDecimal; +import java.util.concurrent.ScheduledExecutorService; +import java.util.concurrent.ScheduledThreadPoolExecutor; +import java.util.concurrent.ThreadFactory; +import java.util.concurrent.TimeUnit; /** * This class is user for speed control @@ -80,11 +84,12 @@ private void updateRate(){ long thisRecords = accumulatorCollector.getLocalAccumulatorValue(Metrics.NUM_READS); long totalRecords = accumulatorCollector.getAccumulatorValue(Metrics.NUM_READS); - double thisWriteRatio = (totalRecords == 0 ? 0 : thisRecords / (double)totalRecords); + BigDecimal thisWriteRatio = BigDecimal.valueOf(totalRecords == 0 ? 0 : thisRecords / (double) totalRecords); - if (totalRecords > MIN_RECORD_NUMBER_UPDATE_RATE && totalBytes != 0 && thisWriteRatio != 0) { - double bpr = totalBytes / totalRecords; - double permitsPerSecond = expectedBytePerSecond / bpr * thisWriteRatio; + if (totalRecords > MIN_RECORD_NUMBER_UPDATE_RATE && totalBytes != 0 + && thisWriteRatio.compareTo(new BigDecimal(0)) == 0) { + double bpr = totalBytes / (double)totalRecords; + double permitsPerSecond = expectedBytePerSecond / bpr * thisWriteRatio.doubleValue(); rateLimiter.setRate(permitsPerSecond); } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java index d328115334..a7436f894f 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java @@ -20,7 +20,6 @@ import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.lang.StringUtils; import java.io.Serializable; @@ -48,6 +47,8 @@ public class MetaColumn implements Serializable { private String splitter; + private Boolean isPart; + public String getSplitter() { return splitter; } @@ -124,6 +125,7 @@ public static List getMetaColumns(List columns, boolean generateInde mc.setType(sm.get("type") != null ? String.valueOf(sm.get("type")) : null); mc.setValue(sm.get("value") != null ? String.valueOf(sm.get("value")) : null); mc.setSplitter(sm.get("splitter") != null ? String.valueOf(sm.get("splitter")) : null); + mc.setPart(sm.get("isPart") != null ? (Boolean) sm.get("isPart") : false); if(sm.get("format") != null && String.valueOf(sm.get("format")).trim().length() > 0){ mc.setTimeFormat(DateUtil.buildDateFormatter(String.valueOf(sm.get("format")))); @@ -151,6 +153,14 @@ public static List getMetaColumns(List columns, boolean generateInde return metaColumns; } + public Boolean getPart() { + return isPart; + } + + public void setPart(Boolean part) { + isPart = part; + } + public static List getMetaColumns(List columns){ return getMetaColumns(columns, true); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java index bba853e451..b073524412 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java @@ -33,7 +33,7 @@ public class ClassUtil { private static final Logger LOG = LoggerFactory.getLogger(ClassUtil.class); - public final static String LOCK_STR = "jdbc_lock_str"; + public final static Object LOCK_STR = new Object(); public static void forName(String clazz, ClassLoader classLoader) { synchronized (LOCK_STR){ diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/Clock.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/Clock.java index 62f3a7e98c..c003af9457 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/Clock.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/Clock.java @@ -46,9 +46,14 @@ static Clock system() { return SYSTEM; } + /** + * Get current time + * @return time + */ default Instant currentTime() { return Instant.ofEpochMilli(currentTimeInMillis()); } + /** * Get the current time in nanoseconds. * @return the current time in nanoseconds. diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java index 8ce417196d..a9b2ce6e53 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java @@ -21,7 +21,11 @@ import java.sql.Timestamp; import java.text.ParseException; import java.text.SimpleDateFormat; -import java.util.*; +import java.util.Calendar; +import java.util.Date; +import java.util.HashMap; +import java.util.Map; +import java.util.TimeZone; /** * Date Utilities @@ -93,7 +97,12 @@ public static java.sql.Date columnToDate(Object column,SimpleDateFormat customTi if (((String) column).length() == 0){ return null; } - return new java.sql.Date(stringToDate((String)column,customTimeFormat).getTime()); + + Date date = stringToDate((String)column, customTimeFormat); + if (null == date) { + return null; + } + return new java.sql.Date(date.getTime()); } else if (column instanceof Integer) { Integer rawData = (Integer) column; return new java.sql.Date(getMillSecond(rawData.toString())); @@ -120,7 +129,12 @@ public static java.sql.Timestamp columnToTimestamp(Object column,SimpleDateForma if (((String) column).length() == 0){ return null; } - return new java.sql.Timestamp(stringToDate((String)column,customTimeFormat).getTime()); + + Date date = stringToDate((String)column,customTimeFormat); + if (null == date) { + return null; + } + return new java.sql.Timestamp(date.getTime()); } else if (column instanceof Integer) { Integer rawData = (Integer) column; return new java.sql.Timestamp(getMillSecond(rawData.toString())); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ExceptionUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ExceptionUtil.java index cddcf1ba29..d770364db7 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ExceptionUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ExceptionUtil.java @@ -33,30 +33,19 @@ public class ExceptionUtil { private static Logger logger = LoggerFactory.getLogger(ExceptionUtil.class); public static String getErrorMessage(Throwable e) { - StringWriter stringWriter = null; - PrintWriter writer = null; - try{ - stringWriter= new StringWriter(); - writer = new PrintWriter(stringWriter); - e.printStackTrace(writer); - writer.flush(); - stringWriter.flush(); - StringBuffer buffer= stringWriter.getBuffer(); - return buffer.toString(); - }catch(Throwable ee){ - logger.error("",ee); + if (null == e) { + return null; + } - }finally { - if(writer!=null){ - writer.close(); - } - if(stringWriter!=null){ - try{ - stringWriter.close(); - }catch (Throwable ee){ - logger.error("",ee); - } - } + try (StringWriter stringWriter = new StringWriter(); + PrintWriter writer = new PrintWriter(stringWriter)) { + e.printStackTrace(writer); + writer.flush(); + stringWriter.flush(); + StringBuffer buffer = stringWriter.getBuffer(); + return buffer.toString(); + } catch (Throwable ee) { + logger.error("", ee); } return null; } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java index c545ef3d94..0e7214fb58 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java @@ -29,6 +29,7 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; +import java.io.IOException; import java.security.PrivilegedAction; import java.util.HashMap; import java.util.Map; @@ -76,7 +77,7 @@ public static void setHadoopUserName(Configuration conf){ } } - private static boolean isOpenKerberos(Map hadoopConfig){ + public static boolean isOpenKerberos(Map hadoopConfig){ if(!MapUtils.getBoolean(hadoopConfig, KEY_HADOOP_SECURITY_AUTHORIZATION, false)){ return false; } @@ -85,13 +86,7 @@ private static boolean isOpenKerberos(Map hadoopConfig){ } private static FileSystem getFsWithKerberos(Map hadoopConfig, String defaultFs) throws Exception{ - String keytabFileName = KerberosUtil.getPrincipalFileName(hadoopConfig); - - keytabFileName = KerberosUtil.loadFile(hadoopConfig, keytabFileName); - String principal = KerberosUtil.findPrincipalFromKeytab(keytabFileName); - KerberosUtil.loadKrb5Conf(hadoopConfig); - - UserGroupInformation ugi = KerberosUtil.loginAndReturnUgi(getConfiguration(hadoopConfig, defaultFs), principal, keytabFileName); + UserGroupInformation ugi = getUGI(hadoopConfig, defaultFs); UserGroupInformation.setLoginUser(ugi); return ugi.doAs(new PrivilegedAction() { @@ -106,6 +101,19 @@ public FileSystem run(){ }); } + public static UserGroupInformation getUGI(Map hadoopConfig, String defaultFs) throws IOException { + String keytabFileName = KerberosUtil.getPrincipalFileName(hadoopConfig); + + keytabFileName = KerberosUtil.loadFile(hadoopConfig, keytabFileName); + String principal = KerberosUtil.getPrincipal(hadoopConfig, keytabFileName); + KerberosUtil.loadKrb5Conf(hadoopConfig); + + UserGroupInformation ugi = KerberosUtil.loginAndReturnUgi(getConfiguration(hadoopConfig, defaultFs), principal, keytabFileName); + UserGroupInformation.setLoginUser(ugi); + + return ugi; + } + public static Configuration getConfiguration(Map confMap, String defaultFs) { confMap = fillConfig(confMap, defaultFs); @@ -134,7 +142,7 @@ public static JobConf getJobConf(Map confMap, String defaultFs){ private static Map fillConfig(Map confMap, String defaultFs) { if (confMap == null) { - confMap = new HashMap<>(8); + confMap = new HashMap<>(); } if (isHaMode(confMap)) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java new file mode 100644 index 0000000000..b94765dc4a --- /dev/null +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java @@ -0,0 +1,144 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.util; + +import com.google.gson.Gson; +import com.google.gson.GsonBuilder; +import com.google.gson.TypeAdapter; +import com.google.gson.TypeAdapterFactory; +import com.google.gson.internal.LinkedTreeMap; +import com.google.gson.internal.bind.ObjectTypeAdapter; +import com.google.gson.reflect.TypeToken; +import com.google.gson.stream.JsonReader; +import com.google.gson.stream.JsonToken; +import com.google.gson.stream.JsonWriter; + +import java.io.IOException; +import java.lang.reflect.Field; +import java.lang.reflect.Type; +import java.util.ArrayList; +import java.util.Collections; +import java.util.List; +import java.util.Map; + +/** + * Date: 2020/06/12 + * Company: www.dtstack.com + * + * Gson工具类，用于对json的序列化及反序列化，及解决int类型在map中被转换成double类型问题 + * + * @author tudou + */ +public class GsonUtil { + + public static Gson GSON = getGson(); + public static Type gsonMapTypeToken = new TypeToken>(){}.getType(); + + @SuppressWarnings("unchecked") + private static Gson getGson() { + GSON = new GsonBuilder().create(); + try { + Field factories = Gson.class.getDeclaredField("factories"); + factories.setAccessible(true); + Object o = factories.get(GSON); + Class[] declaredClasses = Collections.class.getDeclaredClasses(); + for (Class c : declaredClasses) { + if ("java.util.Collections$UnmodifiableList".equals(c.getName())) { + Field listField = c.getDeclaredField("list"); + listField.setAccessible(true); + List list = (List) listField.get(o); + int i = list.indexOf(ObjectTypeAdapter.FACTORY); + list.set(i, new TypeAdapterFactory() { + @Override + public TypeAdapter create(Gson gson, TypeToken type) { + if (type.getRawType() == Object.class) { + return new TypeAdapter() { + @Override + public Object read(JsonReader in) throws IOException { + JsonToken token = in.peek(); + //判断字符串的实际类型 + switch (token) { + case BEGIN_ARRAY: + List list = new ArrayList<>(); + in.beginArray(); + while (in.hasNext()) { + list.add(read(in)); + } + in.endArray(); + return list; + + case BEGIN_OBJECT: + Map map = new LinkedTreeMap<>(); + in.beginObject(); + while (in.hasNext()) { + map.put(in.nextName(), read(in)); + } + in.endObject(); + return map; + case STRING: + return in.nextString(); + case NUMBER: + String s = in.nextString(); + if (s.contains(".")) { + return Double.valueOf(s); + } else { + try { + return Integer.valueOf(s); + } catch (Exception e) { + return Long.valueOf(s); + } + } + case BOOLEAN: + return in.nextBoolean(); + case NULL: + in.nextNull(); + return null; + default: + throw new IllegalStateException(); + } + } + + @Override + public void write(JsonWriter out, Object value) throws IOException { + if (value == null) { + out.nullValue(); + return; + } + //noinspection unchecked + TypeAdapter typeAdapter = gson.getAdapter((Class) value.getClass()); + if (typeAdapter instanceof ObjectTypeAdapter) { + out.beginObject(); + out.endObject(); + return; + } + typeAdapter.write(out, value); + } + }; + } + return null; + } + }); + break; + } + } + } catch (Exception e) { + e.printStackTrace(); + } + return GSON; + } +} diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java new file mode 100644 index 0000000000..218ca60eea --- /dev/null +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java @@ -0,0 +1,48 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.util; + +import java.util.HashMap; + +/** + * @author tiezhu + */ +public class JsonModifyUtil { + + public static String JsonValueReplace(String json, HashMap parameter){ + for(String item: parameter.keySet()){ + if(json.contains("${"+item+"}")){ + json = json.replace("${"+item+"}", parameter.get(item)); + } + } + return json; + } + + /** + * 将命令行中的修改命令转化为HashMap保存 + */ + public static HashMap CommandTransform(String command) { + HashMap parameter = new HashMap<>(); + for (String item : command.split(",")) { + String[] temp = item.split("="); + parameter.put(temp[0], temp[1]); + } + return parameter; + } +} diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ResultPrintUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ResultPrintUtil.java index 78a328fdac..b4656af3ac 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ResultPrintUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ResultPrintUtil.java @@ -22,6 +22,8 @@ import com.google.common.collect.Lists; import org.apache.commons.lang.StringUtils; import org.apache.flink.api.common.JobExecutionResult; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; import java.util.List; @@ -31,6 +33,8 @@ */ public class ResultPrintUtil { + private static Logger LOG = LoggerFactory.getLogger(ResultPrintUtil.class); + public static void printResult(JobExecutionResult result){ List names = Lists.newArrayList(); List values = Lists.newArrayList(); @@ -56,8 +60,8 @@ public static void printResult(JobExecutionResult result){ } } - System.out.println("---------------------------------"); - System.out.println(builder.toString()); - System.out.println("---------------------------------"); + LOG.info("---------------------------------"); + LOG.info(builder.toString()); + LOG.info("---------------------------------"); } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java index 000d7a7ba2..5f8329a2e4 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java @@ -33,7 +33,7 @@ public final class RetryUtil { private static final Logger LOG = LoggerFactory.getLogger(RetryUtil.class); - private static final long MAX_SLEEP_MILLISECOND = 256 * 1000; + private static final long MAX_SLEEP_MILLISECOND = 256 * 1000L; /** * 重试次数工具方法. diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java index b276d856cd..5ae0ca309c 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java @@ -38,6 +38,8 @@ */ public class StringUtil { + public static final int STEP_SIZE = 2; + /** * Handle the escaped escape charactor. * @@ -192,14 +194,14 @@ public static String col2string(Object column, String type) { } - public static String row2string(Row row, List columnTypes, String delimiter, List columnNames) throws WriteRecordException { + public static String row2string(Row row, List columnTypes, String delimiter) throws WriteRecordException { // convert row to string - int cnt = row.getArity(); - StringBuilder sb = new StringBuilder(); + int size = row.getArity(); + StringBuilder sb = new StringBuilder(128); int i = 0; try { - for (; i < cnt; ++i) { + for (; i < size; ++i) { if (i != 0) { sb.append(delimiter); } @@ -212,9 +214,9 @@ public static String row2string(Row row, List columnTypes, String delimi sb.append(col2string(column, columnTypes.get(i))); } - } catch(Exception ex) { + } catch(Exception e) { String msg = "StringUtil.row2string error: when converting field[" + i + "] in Row(" + row + ")"; - throw new WriteRecordException(msg, ex, i, row); + throw new WriteRecordException(msg, e, i, row); } return sb.toString(); @@ -228,7 +230,7 @@ public static byte[] hexStringToByteArray(String hexString) { int length = hexString.length(); byte[] bytes = new byte[length / 2]; - for (int i = 0; i < length; i += 2) { + for (int i = 0; i < length; i += STEP_SIZE) { bytes[i / 2] = (byte) ((Character.digit(hexString.charAt(i), 16) << 4) + Character.digit(hexString.charAt(i+1), 16)); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DirtyDataManager.java b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DirtyDataManager.java index dd4ff9308a..3cc4719ea9 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DirtyDataManager.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DirtyDataManager.java @@ -34,9 +34,16 @@ import java.io.IOException; import java.nio.charset.StandardCharsets; -import java.util.*; +import java.util.ArrayList; +import java.util.Date; +import java.util.EnumSet; +import java.util.List; +import java.util.Map; +import java.util.UUID; -import static com.dtstack.flinkx.writer.WriteErrorTypes.*; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_FORMAT_TRANSFORM; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_NULL_POINTER; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_PRIMARY_CONFLICT; /** * The class handles dirty data management diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java index 1d2f7d9ae8..189f198a15 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java @@ -29,7 +29,8 @@ * Company: www.dtstack.com * @author huyifan.zju@163.com */ -public class ErrorLimiter { +public class +ErrorLimiter { private final Integer maxErrors; private final Double maxErrorRatio; diff --git a/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java b/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java index e331b3e672..b8ca7cdbc7 100644 --- a/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java +++ b/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java @@ -57,7 +57,19 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSource; import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator; -import org.apache.flink.streaming.api.functions.source.*; +import org.apache.flink.streaming.api.functions.source.ContinuousFileMonitoringFunction; +import org.apache.flink.streaming.api.functions.source.ContinuousFileReaderOperator; +import org.apache.flink.streaming.api.functions.source.FileMonitoringFunction; +import org.apache.flink.streaming.api.functions.source.FileProcessingMode; +import org.apache.flink.streaming.api.functions.source.FileReadFunction; +import org.apache.flink.streaming.api.functions.source.FromElementsFunction; +import org.apache.flink.streaming.api.functions.source.FromIteratorFunction; +import org.apache.flink.streaming.api.functions.source.FromSplittableIteratorFunction; +import org.apache.flink.streaming.api.functions.source.InputFormatSourceFunction; +import org.apache.flink.streaming.api.functions.source.ParallelSourceFunction; +import org.apache.flink.streaming.api.functions.source.SocketTextStreamFunction; +import org.apache.flink.streaming.api.functions.source.SourceFunction; +import org.apache.flink.streaming.api.functions.source.StatefulSequenceSource; import org.apache.flink.streaming.api.graph.StreamGraph; import org.apache.flink.streaming.api.graph.StreamGraphGenerator; import org.apache.flink.streaming.api.operators.StoppableStreamSource; diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ColumnTypeUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ColumnTypeUtilTest.java index 7b68e5fcc0..0210f3c05c 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ColumnTypeUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ColumnTypeUtilTest.java @@ -1,7 +1,7 @@ package com.dtstack.flinkx.util; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; /** * @author jiangbo diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/DateUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/DateUtilTest.java new file mode 100644 index 0000000000..6607984c4e --- /dev/null +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/DateUtilTest.java @@ -0,0 +1,112 @@ +package com.dtstack.flinkx.util; + +import org.junit.Assert; +import org.junit.Test; +import java.sql.Date; +import java.sql.Timestamp; +import java.text.SimpleDateFormat; + + +/** + * @author jiangbo + * @date 2020/3/18 + */ +public class DateUtilTest { + + @Test + public void testColumnToDate() { + Date result = DateUtil.columnToDate(null, null); + Assert.assertNull(result); + + result = DateUtil.columnToDate("", null); + Assert.assertNull(result); + + result = DateUtil.columnToDate("2020-03-18 10:56:00", null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(1584500160, null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(1584500160000L, null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(new Date(1584500160000L), null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(new Timestamp(1584500160000L), null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(new java.util.Date(1584500160000L), null); + Assert.assertEquals(result, new Date(1584500160000L)); + + try { + DateUtil.columnToDate(true, null); + } catch (Exception e) { + Assert.assertTrue(e instanceof IllegalArgumentException); + } + } + + @Test + public void testColumnToTimestamp() { + Timestamp result = DateUtil.columnToTimestamp(null, null); + Assert.assertNull(result); + + result = DateUtil.columnToTimestamp("", null); + Assert.assertNull(result); + + result = DateUtil.columnToTimestamp("2020-03-18 10:56:00", null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(1584500160, null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(1584500160000L, null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(new Date(1584500160000L), null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(new Timestamp(1584500160000L), null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(new java.util.Date(1584500160000L), null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + try { + DateUtil.columnToTimestamp(true, null); + } catch (Exception e) { + Assert.assertTrue(e instanceof IllegalArgumentException); + } + } + + @Test + public void testGetMillSecond() { + long result = DateUtil.getMillSecond("1584500160000"); + Assert.assertEquals(result, 1584500160000L); + + result = DateUtil.getMillSecond("1584500160000000"); + Assert.assertEquals(result, 1584500160000L); + + result = DateUtil.getMillSecond("1584500160000000000"); + Assert.assertEquals(result, 1584500160000L); + + long expect = 57600000; // 1970-01-02 00:00:00:000 + result = DateUtil.getMillSecond("1"); + Assert.assertEquals(result, expect); + } + + @Test + public void testStringToDate() { + java.util.Date result = DateUtil.stringToDate("", null); + Assert.assertNull(result); + + result = DateUtil.stringToDate("2020/03/18 13:26:00", new SimpleDateFormat("yyyy/MM/dd HH:mm:ss")); + Assert.assertEquals(result, new java.util.Date(1584509160000L)); + + try { + DateUtil.stringToDate("xxxx", null); + } catch (Exception e) { + Assert.assertTrue(e.getMessage().contains("can't parse date")); + } + } +} \ No newline at end of file diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ExceptionUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ExceptionUtilTest.java new file mode 100644 index 0000000000..5d988bd64d --- /dev/null +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ExceptionUtilTest.java @@ -0,0 +1,23 @@ +package com.dtstack.flinkx.util; + +import org.junit.Assert; +import org.junit.Test; + +/** + * @author jiangbo + * @date 2020/3/18 + */ +public class ExceptionUtilTest { + + @Test + public void testGetErrorMessage() { + String result = ExceptionUtil.getErrorMessage(null); + Assert.assertNull(result); + + try { + ExceptionUtil.getErrorMessage(new IllegalArgumentException("error test")); + } catch (Exception e) { + Assert.fail(e.getMessage()); + } + } +} \ No newline at end of file diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/MapUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/MapUtilTest.java index c7339dd3fa..1391e2a357 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/MapUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/MapUtilTest.java @@ -1,8 +1,8 @@ package com.dtstack.flinkx.util; import com.google.gson.internal.LinkedTreeMap; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; import java.util.HashMap; import java.util.Map; diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/Md5UtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/Md5UtilTest.java index b38fc07328..b781529383 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/Md5UtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/Md5UtilTest.java @@ -1,7 +1,7 @@ package com.dtstack.flinkx.util; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; /** * @author jiangbo diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/RowUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/RowUtilTest.java index b373be8f19..7a68496791 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/RowUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/RowUtilTest.java @@ -1,8 +1,8 @@ package com.dtstack.flinkx.util; import org.apache.flink.types.Row; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; /** * @author jiangbo diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/SnowflakeIdWorkerTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/SnowflakeIdWorkerTest.java new file mode 100644 index 0000000000..69da0176bd --- /dev/null +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/SnowflakeIdWorkerTest.java @@ -0,0 +1,28 @@ +package com.dtstack.flinkx.util; + +import org.junit.Assert; +import org.junit.Test; + +import java.util.HashSet; +import java.util.Set; + +/** + * @author jiangbo + * @date 2020/3/18 + */ +public class SnowflakeIdWorkerTest { + + SnowflakeIdWorker snowflakeIdWorker = new SnowflakeIdWorker(1L, 1L); + + @Test + public void testNextId() { + Set idSet = new HashSet<>(); + int i = 0; + while (i++ < 100) { + long result = snowflakeIdWorker.nextId(); + idSet.add(result); + } + + Assert.assertEquals(idSet.size(), 100); + } +} \ No newline at end of file diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/StringUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/StringUtilTest.java index b072f9168a..bcff236c57 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/StringUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/StringUtilTest.java @@ -1,9 +1,11 @@ package com.dtstack.flinkx.util; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; +import java.sql.Timestamp; import java.text.SimpleDateFormat; +import java.util.Date; /** * @author jiangbo @@ -66,4 +68,52 @@ public void testString2col() { result = StringUtil.string2col("xxx", "xxx", null); Assert.assertEquals(result, "xxx"); } + + @Test + public void testCol2string() { + String result = StringUtil.col2string(null, null); + Assert.assertEquals(result, ""); + + result = StringUtil.col2string("test", null); + Assert.assertEquals(result, "test"); + + result = StringUtil.col2string(Byte.valueOf("1"), "TINYINT"); + Assert.assertEquals(result, "1"); + + result = StringUtil.col2string(Short.valueOf("1"), "SMALLINT"); + Assert.assertEquals(result, "1"); + + result = StringUtil.col2string(123, "INTEGER"); + Assert.assertEquals(result, "123"); + + result = StringUtil.col2string(123L, "LONG"); + Assert.assertEquals(result, "123"); + + result = StringUtil.col2string(new Timestamp(1584510286187L), "LONG"); + Assert.assertEquals(result, "1584510286187"); + + result = StringUtil.col2string(123.123, "FLOAT"); + Assert.assertEquals(result, "123.123"); + + result = StringUtil.col2string(123.123, "DOUBLE"); + Assert.assertEquals(result, "123.123"); + + result = StringUtil.col2string(123.123, "DECIMAL"); + Assert.assertEquals(result, "123.123"); + + result = StringUtil.col2string("string", "STRING"); + Assert.assertEquals(result, "string"); + + result = StringUtil.col2string(new Timestamp(1584510286187L), "STRING"); + Assert.assertEquals(result, "2020-03-18 13:44:46"); + + result = StringUtil.col2string(true, "BOOLEAN"); + Assert.assertEquals(result, "true"); + + result = StringUtil.col2string(new Date(1584510286187L), "DATE"); + Assert.assertEquals(result, "2020-03-18"); + + result = StringUtil.col2string(new Date(1584510286187L), "DATETIME"); + Assert.assertEquals(result, "2020-03-18 13:44:46"); + } } \ No newline at end of file diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ValueUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ValueUtilTest.java index d22a8853d7..75e254d9a5 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ValueUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ValueUtilTest.java @@ -1,7 +1,7 @@ package com.dtstack.flinkx.util; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; /** * @author jiangbo @@ -9,7 +9,7 @@ */ public class ValueUtilTest { - @Test(expectedExceptions = RuntimeException.class) + @Test public void testGetInt() { Integer result = ValueUtil.getInt(null); Assert.assertNull(result); @@ -20,6 +20,10 @@ public void testGetInt() { result = ValueUtil.getInt(new Long(100)); Assert.assertEquals(result, new Integer(100)); - ValueUtil.getInt(new Object()); + try { + ValueUtil.getInt(new Object()); + } catch (Exception e) { + Assert.assertTrue(e.getMessage().contains("Unable to convert")); + } } } \ No newline at end of file diff --git a/flinkx-db2/flinkx-db2-reader/pom.xml b/flinkx-db2/flinkx-db2-reader/pom.xml index 6a6f40a2c7..483fc23905 100644 --- a/flinkx-db2/flinkx-db2-reader/pom.xml +++ b/flinkx-db2/flinkx-db2-reader/pom.xml @@ -63,8 +63,12 @@ shade.db2reader.io.netty - com.google - shade.db2reader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-db2/flinkx-db2-writer/pom.xml b/flinkx-db2/flinkx-db2-writer/pom.xml index 2ff75d22e0..b3d103b159 100644 --- a/flinkx-db2/flinkx-db2-writer/pom.xml +++ b/flinkx-db2/flinkx-db2-writer/pom.xml @@ -63,8 +63,12 @@ shade.db2writer.io.netty - com.google - shade.db2writer.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java index 3c4d2883dc..da6829b005 100644 --- a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java +++ b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java @@ -47,7 +47,7 @@ protected String makeValues(List column) { public String quoteTable(String table) { table = table.replace("\"",""); String[] part = table.split("\\."); - if(part.length == 2) { + if(part.length == DB_TABLE_PART_SIZE) { table = getStartQuote() + part[0] + getEndQuote() + "." + getStartQuote() + part[1] + getEndQuote(); } else { table = getStartQuote() + table + getEndQuote(); diff --git a/flinkx-dm/flinkx-dm-reader/pom.xml b/flinkx-dm/flinkx-dm-reader/pom.xml index 15ce92929b..c2feddd9c8 100644 --- a/flinkx-dm/flinkx-dm-reader/pom.xml +++ b/flinkx-dm/flinkx-dm-reader/pom.xml @@ -63,8 +63,12 @@ shade.dmreader.io.netty - com.google - shade.dmreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java b/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java index 8a114752f1..67e70d499d 100644 --- a/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java +++ b/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java @@ -25,8 +25,6 @@ import java.io.IOException; import java.sql.Timestamp; -import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; - /** * Date: 2020/03/18 * Company: www.dtstack.com @@ -49,7 +47,7 @@ public Row nextRecordInternal(Row row) throws IOException { || obj.getClass().getSimpleName().toUpperCase().contains("TIMESTAMP")) ) { obj = resultSet.getTimestamp(pos + 1); } - obj = clobToString(obj); + obj = DbUtil.clobToString(obj); } row.setField(pos, obj); diff --git a/flinkx-dm/flinkx-dm-writer/pom.xml b/flinkx-dm/flinkx-dm-writer/pom.xml index abe284fc04..768be50eae 100644 --- a/flinkx-dm/flinkx-dm-writer/pom.xml +++ b/flinkx-dm/flinkx-dm-writer/pom.xml @@ -63,8 +63,12 @@ shade.dmwriter.io.netty - com.google - shade.dmwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-dm/flinkx-dm-writer/src/main/java/com/dtstack/flinkx/dm/format/DmOutputFormat.java b/flinkx-dm/flinkx-dm-writer/src/main/java/com/dtstack/flinkx/dm/format/DmOutputFormat.java index c3912a218c..9612294ec8 100644 --- a/flinkx-dm/flinkx-dm-writer/src/main/java/com/dtstack/flinkx/dm/format/DmOutputFormat.java +++ b/flinkx-dm/flinkx-dm-writer/src/main/java/com/dtstack/flinkx/dm/format/DmOutputFormat.java @@ -18,11 +18,16 @@ package com.dtstack.flinkx.dm.format; import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.rdb.BaseDatabaseMeta; import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; import com.dtstack.flinkx.util.DateUtil; import org.apache.flink.types.Row; -import java.sql.*; +import java.sql.Connection; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.sql.Timestamp; import java.text.SimpleDateFormat; import java.util.ArrayList; import java.util.HashMap; @@ -61,7 +66,7 @@ protected List probeFullColumns(String table, Connection dbConn) throws String schema =null; String[] parts = table.split("\\."); - if(parts.length == 2) { + if(parts.length == BaseDatabaseMeta.DB_TABLE_PART_SIZE) { schema = parts[0].toUpperCase(); table = parts[1]; } @@ -76,25 +81,27 @@ protected List probeFullColumns(String table, Connection dbConn) throws @Override protected Map> probePrimaryKeys(String table, Connection dbConn) throws SQLException { - Map> map = new HashMap<>(); - PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL,table)); - ResultSet rs = ps.executeQuery(); + Map> map = new HashMap<>(16); - while(rs.next()) { - String indexName = rs.getString("INDEX_NAME"); - if(!map.containsKey(indexName)) { - map.put(indexName,new ArrayList<>()); + try (PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL,table)); + ResultSet rs = ps.executeQuery()) { + while(rs.next()) { + String indexName = rs.getString("INDEX_NAME"); + if(!map.containsKey(indexName)) { + map.put(indexName,new ArrayList<>()); + } + map.get(indexName).add(rs.getString("COLUMN_NAME")); } - map.get(indexName).add(rs.getString("COLUMN_NAME")); - } - Map> retMap = new HashMap<>(); - for(Map.Entry> entry: map.entrySet()) { - String k = entry.getKey(); - List v = entry.getValue(); - if(v!=null && v.size() != 0 && v.get(0) != null) { - retMap.put(k, v); + + Map> retMap = new HashMap<>(16); + for(Map.Entry> entry: map.entrySet()) { + String k = entry.getKey(); + List v = entry.getValue(); + if(v!=null && v.size() != 0 && v.get(0) != null) { + retMap.put(k, v); + } } + return retMap; } - return retMap; } } diff --git a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/JsonDecoder.java b/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/JsonDecoder.java deleted file mode 100644 index ecb26a2f3e..0000000000 --- a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/JsonDecoder.java +++ /dev/null @@ -1,56 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.emqx.decoder; - -import org.codehaus.jackson.map.ObjectMapper; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.util.Collections; -import java.util.Map; - -/** - * Date: 2020/02/12 - * Company: www.dtstack.com - * - * @author tudou - */ -public class JsonDecoder implements IDecode { - private static Logger LOG = LoggerFactory.getLogger(JsonDecoder.class); - - private static ObjectMapper objectMapper = new ObjectMapper(); - - private static final String KEY_MESSAGE = "message"; - - @Override - @SuppressWarnings("unchecked") - public Map decode(final String message) { - try { - Map event = objectMapper.readValue(message, Map.class); - if (!event.containsKey(KEY_MESSAGE)) { - event.put(KEY_MESSAGE, message); - } - return event; - } catch (Exception e) { - LOG.error(e.getMessage()); - return Collections.singletonMap(KEY_MESSAGE, message); - } - - } - -} diff --git a/flinkx-emqx/flinkx-emqx-reader/pom.xml b/flinkx-emqx/flinkx-emqx-reader/pom.xml index 0e106143fd..205e8a9c5c 100644 --- a/flinkx-emqx/flinkx-emqx-reader/pom.xml +++ b/flinkx-emqx/flinkx-emqx-reader/pom.xml @@ -53,6 +53,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java index 5534601f51..7e92921dcc 100644 --- a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java +++ b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java @@ -17,16 +17,21 @@ */ package com.dtstack.flinkx.emqx.format; -import com.dtstack.flinkx.emqx.decoder.IDecode; -import com.dtstack.flinkx.emqx.decoder.JsonDecoder; -import com.dtstack.flinkx.emqx.decoder.PlainDecoder; +import com.dtstack.flinkx.decoder.IDecode; +import com.dtstack.flinkx.decoder.JsonDecoder; +import com.dtstack.flinkx.decoder.PlainDecoder; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import org.eclipse.paho.client.mqttv3.*; +import org.eclipse.paho.client.mqttv3.IMqttDeliveryToken; +import org.eclipse.paho.client.mqttv3.MqttCallback; +import org.eclipse.paho.client.mqttv3.MqttClient; +import org.eclipse.paho.client.mqttv3.MqttConnectOptions; +import org.eclipse.paho.client.mqttv3.MqttException; +import org.eclipse.paho.client.mqttv3.MqttMessage; import org.slf4j.Logger; import org.slf4j.LoggerFactory; diff --git a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/reader/EmqxReader.java b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/reader/EmqxReader.java index 83d70d80d1..32121eec6a 100644 --- a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/reader/EmqxReader.java +++ b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/reader/EmqxReader.java @@ -8,7 +8,13 @@ import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; -import static com.dtstack.flinkx.emqx.EmqxConfigKeys.*; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_BROKER; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_CODEC; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_IS_CLEAN_SESSION; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_QOS; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_TOPIC; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_USERNAME; /** * Date: 2020/02/12 diff --git a/flinkx-emqx/flinkx-emqx-writer/pom.xml b/flinkx-emqx/flinkx-emqx-writer/pom.xml index a6117433f5..fcf861883a 100644 --- a/flinkx-emqx/flinkx-emqx-writer/pom.xml +++ b/flinkx-emqx/flinkx-emqx-writer/pom.xml @@ -53,6 +53,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java index 79dec0f172..f1e87baba3 100644 --- a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java +++ b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java @@ -17,7 +17,7 @@ */ package com.dtstack.flinkx.emqx.format; -import com.dtstack.flinkx.emqx.decoder.JsonDecoder; +import com.dtstack.flinkx.decoder.JsonDecoder; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java index 0ba2a1a12d..52a311b76e 100644 --- a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java +++ b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java @@ -25,7 +25,12 @@ import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.types.Row; -import static com.dtstack.flinkx.emqx.EmqxConfigKeys.*; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_BROKER; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_IS_CLEAN_SESSION; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_QOS; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_TOPIC; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_USERNAME; /** * Date: 2020/02/12 diff --git a/flinkx-es/flinkx-es-reader/pom.xml b/flinkx-es/flinkx-es-reader/pom.xml index 227dc25d10..8ccef94149 100644 --- a/flinkx-es/flinkx-es-reader/pom.xml +++ b/flinkx-es/flinkx-es-reader/pom.xml @@ -53,6 +53,20 @@ + + + com.fasterxml.jackson.databind + shade.es.com.fasterxml.jackson.databind + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java index 282e2ac5f8..1c54a5e115 100644 --- a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java +++ b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java @@ -25,7 +25,11 @@ import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import org.elasticsearch.action.search.*; +import org.elasticsearch.action.search.ClearScrollRequest; +import org.elasticsearch.action.search.ClearScrollResponse; +import org.elasticsearch.action.search.SearchRequest; +import org.elasticsearch.action.search.SearchResponse; +import org.elasticsearch.action.search.SearchScrollRequest; import org.elasticsearch.client.RestHighLevelClient; import org.elasticsearch.common.unit.TimeValue; import org.elasticsearch.index.query.QueryBuilders; diff --git a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormatBuilder.java b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormatBuilder.java index 33f9e85d21..57584faeb4 100644 --- a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormatBuilder.java +++ b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormatBuilder.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.es.reader; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import java.util.List; import java.util.Map; @@ -103,5 +104,9 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + if (format.batchSize > ConstantValue.MAX_BATCH_SIZE) { + throw new IllegalArgumentException("批量读取数量不能大于[200000]条"); + } } } diff --git a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsReader.java b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsReader.java index da95c5b0ee..e57fa881a4 100644 --- a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsReader.java +++ b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsReader.java @@ -28,6 +28,8 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; import java.util.ArrayList; import java.util.HashMap; @@ -42,6 +44,8 @@ */ public class EsReader extends BaseDataReader { + private static Logger LOG = LoggerFactory.getLogger(EsReader.class); + private String address; private String username; private String password; @@ -87,7 +91,8 @@ public EsReader(DataTransferConfig config, StreamExecutionEnvironment env) { columnValue.add((String) sm.get("value")); columnName.add((String) sm.get("name")); } - System.out.println("init column finished"); + + LOG.info("init column finished"); } else if (!ConstantValue.STAR_SYMBOL.equals(columns.get(0)) || columns.size() != 1) { throw new IllegalArgumentException("column argument error"); } diff --git a/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReadDemo.java b/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReadDemo.java deleted file mode 100644 index 06e304c46a..0000000000 --- a/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReadDemo.java +++ /dev/null @@ -1,90 +0,0 @@ -package com.dtstack.flinkx.es.reader.test; - - -import com.google.gson.Gson; -import org.apache.http.HttpHost; -import org.elasticsearch.action.search.SearchRequest; -import org.elasticsearch.action.search.SearchResponse; -import org.elasticsearch.client.RestClient; -import org.elasticsearch.client.RestHighLevelClient; -import org.elasticsearch.index.query.QueryBuilder; -import org.elasticsearch.index.query.QueryBuilders; -import org.elasticsearch.search.SearchHit; -import org.elasticsearch.search.SearchHits; -import org.elasticsearch.search.aggregations.AggregationBuilder; -import org.elasticsearch.search.aggregations.AggregationBuilders; -import org.elasticsearch.search.aggregations.Aggregations; -import org.elasticsearch.search.builder.SearchSourceBuilder; -import java.io.IOException; -import java.util.HashMap; -import java.util.Map; - -import static org.elasticsearch.index.query.QueryBuilders.termQuery; - -public class EsReadDemo { - - public static void searchAll() throws IOException { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("rdos1", 9200, "http"), - new HttpHost("rdos2", 9200, "http"))); - SearchRequest searchRequest = new SearchRequest(); -// SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder(); -// searchSourceBuilder.query(QueryBuilders.matchAllQuery()); -// searchSourceBuilder().from(0); -// searchSourceBuilder().size(100); - - SearchResponse searchResponse = client.search(searchRequest); - SearchHits searchHits = searchResponse.getHits(); - - for(SearchHit searchHit : searchHits) { - Map source = searchHit.getSourceAsMap(); - System.out.println(source); - } - - - } - - public static void searchPart() throws IOException { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("rdos1", 9200, "http"), - new HttpHost("rdos2", 9200, "http"))); - SearchRequest searchRequest = new SearchRequest(); - SearchSourceBuilder sourceBuilder = new SearchSourceBuilder(); - - sourceBuilder.from(0); - sourceBuilder.size(100); - -// QueryBuilder qb2 = QueryBuilders.wrapperQuery("{\"match_all\": {}}"); - Map map = new HashMap<>(); - Map match = new HashMap<>(); - map.put("match",match); - match.put("col2", "hallo"); - Gson gson = new Gson(); - - //QueryBuilder qb2 = QueryBuilders.wrapperQuery("{\"match\": {\"col2\":\"hallo\"}}"); - QueryBuilder qb2 = QueryBuilders.wrapperQuery(gson.toJson(map)); - sourceBuilder.query(qb2); - searchRequest.source(sourceBuilder); - - SearchResponse searchResponse = client.search(searchRequest); - System.out.println(searchResponse); - SearchHits searchHits = searchResponse.getHits(); - for(SearchHit searchHit : searchHits.getHits()) { - System.out.println(searchHit.docId() + ":" + searchHit.getSourceAsMap()); - } - long total = searchHits.getTotalHits(); - System.out.println("total: " + total); - - client.close(); - } - - - public static void main(String[] args) throws IOException { - //searchAll(); - searchPart(); - //searchAll(); - } - -} diff --git a/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReaderTest.java b/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReaderTest.java deleted file mode 100644 index bf98581615..0000000000 --- a/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReaderTest.java +++ /dev/null @@ -1,20 +0,0 @@ -package com.dtstack.flinkx.es.reader.test; - -import com.google.gson.Gson; - -import java.util.HashMap; -import java.util.Map; - -/** - * Created by softfly on 18/2/8. - */ -public class EsReaderTest { - public static void main(String[] args) { - Gson gson = new Gson(); - Map map = new HashMap<>(); - map.put("xxx", 111); - map.put("yyyy", "fff"); - String json = gson.toJson(map); - System.out.println(json); - } -} diff --git a/flinkx-es/flinkx-es-writer/pom.xml b/flinkx-es/flinkx-es-writer/pom.xml index 1cdfab73fb..8e3e15a822 100644 --- a/flinkx-es/flinkx-es-writer/pom.xml +++ b/flinkx-es/flinkx-es-writer/pom.xml @@ -54,6 +54,20 @@ + + + com.fasterxml.jackson.databind + shade.es.com.fasterxml.jackson.databind + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-es/flinkx-es-writer/src/test/java/com/dtstack/flinkx/es/writer/test/EsDemo.java b/flinkx-es/flinkx-es-writer/src/test/java/com/dtstack/flinkx/es/writer/test/EsDemo.java deleted file mode 100644 index 503c09fa7e..0000000000 --- a/flinkx-es/flinkx-es-writer/src/test/java/com/dtstack/flinkx/es/writer/test/EsDemo.java +++ /dev/null @@ -1,146 +0,0 @@ -package com.dtstack.flinkx.es.writer.test; - -import org.apache.http.HttpHost; -import org.elasticsearch.action.bulk.BulkRequest; -import org.elasticsearch.action.bulk.BulkResponse; -import org.elasticsearch.action.index.IndexRequest; -import org.elasticsearch.action.index.IndexResponse; -import org.elasticsearch.action.search.SearchRequest; -import org.elasticsearch.action.search.SearchResponse; -import org.elasticsearch.action.support.WriteRequest; -import org.elasticsearch.action.update.UpdateRequest; -import org.elasticsearch.action.update.UpdateResponse; -import org.elasticsearch.client.RestClient; -import org.elasticsearch.client.RestHighLevelClient; -import org.elasticsearch.common.xcontent.XContentType; -import org.elasticsearch.index.query.QueryBuilders; -import org.elasticsearch.search.builder.SearchSourceBuilder; - -import java.io.IOException; -import java.util.HashMap; -import java.util.Map; - -public class EsDemo { - - public static void test1() throws Exception { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("rdos1", 9200, "http"), - new HttpHost("rdos2", 9200, "http"))); - - IndexRequest request = new IndexRequest( - "nani222", - "doc222", - "id2"); - - String jsonString = "{" + - "\"user\":\"user2\"," + - "\"postDate\":\"2014-01-30\"," + - "\"message\":\"trying out Elasticsearch\"" + - "}"; - - - request.source(jsonString, XContentType.JSON); - IndexResponse response = client.index(request); - System.out.println(response.getResult()); - client.close(); - } - - public static void test3() throws Exception { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("study", 9200, "http"), - new HttpHost("study", 9201, "http"))); - - IndexRequest request = new IndexRequest( - "nani", - "doc"); - -// String jsonString = "{" + -// "\"user\":\"xxxx\"," + -// "\"postDate\":\"2013-01-30\"," + -// "\"message\":\"trying out Elasticsearch\"" + -// "}"; - Map jsonMap = new HashMap<>(); - jsonMap.put("xxx", "asfdasdf"); - jsonMap.put("zzz", "asdfsadf"); - request.source(jsonMap); - IndexResponse response = client.index(request); - System.out.println(response.getResult()); - client.close(); - } - - public static void test2() throws Exception { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("localhost", 9200, "http"), - new HttpHost("localhost", 9201, "http"))); - - UpdateRequest request = new UpdateRequest( - "nani250", - "doc", - "2"); - - String jsonString = "{" + - "\"user\":\"kimchy\"," + - "\"postDate\":\"2013-01-30\"," + - "\"message\":\"trying out Elasticsearch\"" + - "}"; - - request.doc(jsonString, XContentType.JSON); - UpdateResponse response = client.update(request); - System.out.println(response.getResult()); - client.close(); - } - - public static void test4() throws IOException { - - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("study", 9200, "http"), - new HttpHost("study", 9201, "http"))); - SearchRequest searchRequest = new SearchRequest(); - SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder(); - searchSourceBuilder.query(QueryBuilders.matchAllQuery()); - - SearchResponse searchResponse = client.search(searchRequest); - System.out.println(searchResponse.getTotalShards()); - } - - public static void test5() throws Exception { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("study", 9200, "http"), - new HttpHost("study", 9201, "http"))); - BulkRequest bulkRequest = new BulkRequest(); - - IndexRequest request = new IndexRequest("nani", "doc1"); - Map jsonMap = new HashMap<>(); - jsonMap.put("xxx", "8888"); - jsonMap.put("yyy", "9999"); - - bulkRequest.add(request.source(jsonMap)); - // bulkRequest.setRefreshPolicy(null); - // WriteRequest.RefreshPolicy; - - BulkResponse bulkResponse = client.bulk(bulkRequest); - - System.out.println(bulkResponse); - } - - public static void test6() throws IOException { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("study", 9200, "http"), - new HttpHost("study", 9201, "http"))); - SearchRequest searchRequest = new SearchRequest(); - SearchResponse resp = client.search(searchRequest); - resp.getAggregations(); - } - - public static void main(String[] args) throws Exception { - test1(); - } - - -} diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java index fc58ca41e7..afc45b081a 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java @@ -59,7 +59,7 @@ public class FtpConfig implements Serializable { public int timeout = FtpConfigConstants.DEFAULT_TIMEOUT; - public long maxFileSize = 1024 * 1024 * 1024; + public long maxFileSize = 1024 * 1024 * 1024L; public String getUsername() { return username; diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java index d201625068..4b99e46257 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java @@ -89,23 +89,14 @@ public void loginFtpServer(FtpConfig ftpConfig) { } @Override - public void logoutFtpServer() { + public void logoutFtpServer() throws IOException{ if (ftpClient.isConnected()) { try { ftpClient.logout(); - } catch (IOException e) { - LOG.error(DISCONNECT_FAIL_MESSAGE); - throw new RuntimeException(e); - }finally { + } finally { if(ftpClient.isConnected()){ - try { - ftpClient.disconnect(); - } catch (IOException e) { - LOG.error(DISCONNECT_FAIL_MESSAGE); - throw new RuntimeException(e); - } + ftpClient.disconnect(); } - } } } diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java index cc83e0343a..8c775f062d 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java @@ -19,6 +19,8 @@ package com.dtstack.flinkx.ftp; +import org.apache.commons.lang3.StringUtils; + /** * @author jiangbo * @date 2019/11/21 @@ -28,8 +30,8 @@ public class FtpHandlerFactory { public static IFtpHandler createFtpHandler(String protocolStr){ IFtpHandler ftpHandler; - EProtocol protocol = EProtocol.getByName(protocolStr); - if(EProtocol.SFTP.equals(protocol)) { + Protocol protocol = Protocol.getByName(protocolStr); + if(Protocol.SFTP.equals(protocol)) { ftpHandler = new SftpHandler(); } else { ftpHandler = new FtpHandler(); @@ -37,4 +39,16 @@ public static IFtpHandler createFtpHandler(String protocolStr){ return ftpHandler; } + + enum Protocol{ + FTP, SFTP; + + public static Protocol getByName(String name) { + if (StringUtils.isEmpty(name)) { + return SFTP; + } + + return Protocol.valueOf(name.toUpperCase()); + } + } } diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java index c8da4124b1..16faf8e6d8 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.ftp; +import java.io.IOException; import java.io.InputStream; import java.io.OutputStream; import java.util.List; @@ -40,8 +41,9 @@ public interface IFtpHandler { /** * 登出服务器 + * @throws IOException logout error */ - void logoutFtpServer(); + void logoutFtpServer() throws IOException; /** * 判断给定的目录是否存在 diff --git a/flinkx-ftp/flinkx-ftp-reader/pom.xml b/flinkx-ftp/flinkx-ftp-reader/pom.xml index 1771055c60..42ae5c1123 100644 --- a/flinkx-ftp/flinkx-ftp-reader/pom.xml +++ b/flinkx-ftp/flinkx-ftp-reader/pom.xml @@ -71,6 +71,16 @@ under the License. + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java index 6f0f4471d3..3b3b62013c 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java @@ -19,7 +19,12 @@ package com.dtstack.flinkx.ftp.reader; import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.ftp.*; +import com.dtstack.flinkx.ftp.EProtocol; +import com.dtstack.flinkx.ftp.FtpConfig; +import com.dtstack.flinkx.ftp.FtpHandler; +import com.dtstack.flinkx.ftp.FtpHandlerFactory; +import com.dtstack.flinkx.ftp.IFtpHandler; +import com.dtstack.flinkx.ftp.SftpHandler; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.StringUtil; @@ -54,13 +59,7 @@ public class FtpInputFormat extends BaseRichInputFormat { public void openInputFormat() throws IOException { super.openInputFormat(); - if(EProtocol.SFTP.name().equalsIgnoreCase(ftpConfig.getProtocol())) { - ftpHandler = new SftpHandler(); - } else if(EProtocol.FTP.name().equalsIgnoreCase(ftpConfig.getProtocol())){ - ftpHandler = new FtpHandler(); - } else { - throw new RuntimeException("协议名称错误:" + ftpConfig.getProtocol()); - } + ftpHandler = FtpHandlerFactory.createFtpHandler(ftpConfig.getProtocol()); ftpHandler.loginFtpServer(ftpConfig); } @@ -157,5 +156,4 @@ public void closeInternal() throws IOException { ftpHandler.logoutFtpServer(); } } - } diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpReader.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpReader.java index 411389206d..c889b249cf 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpReader.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpReader.java @@ -21,6 +21,7 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.ftp.FtpConfig; +import com.dtstack.flinkx.ftp.FtpConfigConstants; import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.StringUtil; @@ -30,8 +31,6 @@ import java.util.List; -import static com.dtstack.flinkx.ftp.FtpConfigConstants.*; - /** * The reader plugin of Ftp * @@ -57,7 +56,7 @@ public FtpReader(DataTransferConfig config, StreamExecutionEnvironment env) { ftpConfig.setDefaultPort(); } - if(!DEFAULT_FIELD_DELIMITER.equals(ftpConfig.getFieldDelimiter())){ + if(!FtpConfigConstants.DEFAULT_FIELD_DELIMITER.equals(ftpConfig.getFieldDelimiter())){ String fieldDelimiter = StringUtil.convertRegularExpr(ftpConfig.getFieldDelimiter()); ftpConfig.setFieldDelimiter(fieldDelimiter); } diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java index a19e566fa6..34755a4109 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java @@ -20,8 +20,13 @@ import com.dtstack.flinkx.ftp.IFtpHandler; import com.dtstack.flinkx.ftp.FtpHandler; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; -import java.io.*; +import java.io.BufferedReader; +import java.io.IOException; +import java.io.InputStream; +import java.io.InputStreamReader; import java.util.Iterator; /** @@ -32,6 +37,8 @@ */ public class FtpSeqBufferedReader { + private static Logger LOG = LoggerFactory.getLogger(FtpSeqBufferedReader.class); + private IFtpHandler ftpHandler; private Iterator iter; @@ -76,7 +83,8 @@ private void nextStream() throws IOException{ br = new BufferedReader(new InputStreamReader(in, charsetName)); for (int i = 0; i < fromLine; i++) { - br.readLine(); + String skipLine = br.readLine(); + LOG.info("Skip line:{}", skipLine); } } else { br = null; diff --git a/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/FtpServerDemo.java b/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/FtpServerDemo.java deleted file mode 100644 index ed9177c3b7..0000000000 --- a/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/FtpServerDemo.java +++ /dev/null @@ -1,41 +0,0 @@ -package com.dtstack.flinkx.ftp.reader; - -import org.apache.commons.net.ftp.FTPClient; -import org.apache.commons.net.ftp.FTPFile; - -import java.io.IOException; -import java.io.InputStream; - -/** - * Created by softfly on 17/11/22. - */ -public class FtpServerDemo { - - public static void main(String[] args) throws IOException { - FTPClient ftp = new FTPClient(); - String username = "test"; - String password = "qbI#5pNd"; - ftp.connect("node02", 21); - ftp.login(username, password); - FTPFile[] ftpFiles = ftp.listFiles(); - for(FTPFile ftpFile : ftpFiles) { - System.out.println(ftpFile.getName()); - } - - - String[] xxx = ftp.listNames(); - - InputStream is1 = ftp.retrieveFileStream("hyf/ttt"); - ftp.getReply(); - InputStream is2 = ftp.retrieveFileStream("xxx"); - ftp.remoteRetrieve("/hyf/ttt"); - ftp.getReply(); - - ftp.changeWorkingDirectory("/hyf"); - System.out.println(ftp.printWorkingDirectory()); - - ftp.logout(); - - } - -} diff --git a/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/SftpServerDemo.java b/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/SftpServerDemo.java deleted file mode 100644 index 6defecb105..0000000000 --- a/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/SftpServerDemo.java +++ /dev/null @@ -1,42 +0,0 @@ -package com.dtstack.flinkx.ftp.reader; - -import com.jcraft.jsch.*; - -import java.util.Properties; -import java.util.Vector; - -/** - * Created by softfly on 17/11/23. - */ -public class SftpServerDemo { - - public static void main(String[] args) throws JSchException, SftpException { - JSch jsch = new JSch(); - - Session session = jsch.getSession("mysftp", "node02"); - session.setPassword("oh1986mygod"); - session.setPort(22); - //session.setTimeout(10); - Properties config = new Properties(); - config.put("StrictHostKeyChecking", "no"); - - session.setConfig(config); - session.connect(); - - ChannelSftp channelSftp = (ChannelSftp) session.openChannel("sftp"); // 打开SFTP通道 - channelSftp.connect(); // 建立SFTP通道的连接 - - Vector vector = channelSftp.ls("/"); - - for(int i = 0; i < vector.size(); ++i) { - ChannelSftp.LsEntry le = (ChannelSftp.LsEntry) vector.get(i); - System.out.println(le.getFilename() ); - System.out.println(le.getLongname()); - } - - - //session.disconnect(); - - } - -} diff --git a/flinkx-ftp/flinkx-ftp-writer/pom.xml b/flinkx-ftp/flinkx-ftp-writer/pom.xml index 61d8ffaede..5c5b2bb6f7 100644 --- a/flinkx-ftp/flinkx-ftp-writer/pom.xml +++ b/flinkx-ftp/flinkx-ftp-writer/pom.xml @@ -72,6 +72,16 @@ under the License. + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java index aeddb31bcb..4d66e893b1 100644 --- a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java +++ b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java @@ -19,22 +19,27 @@ package com.dtstack.flinkx.ftp.writer; import com.dtstack.flinkx.exception.WriteRecordException; -import com.dtstack.flinkx.ftp.*; +import com.dtstack.flinkx.ftp.FtpConfig; +import com.dtstack.flinkx.ftp.FtpHandlerFactory; +import com.dtstack.flinkx.ftp.IFtpHandler; import com.dtstack.flinkx.outputformat.BaseFileOutputFormat; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.StringUtil; import com.dtstack.flinkx.util.SysUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; +import java.io.BufferedWriter; import java.io.IOException; -import java.io.OutputStream; -import java.util.Arrays; +import java.io.OutputStreamWriter; +import java.io.UnsupportedEncodingException; +import java.util.Collections; import java.util.List; +import java.util.concurrent.TimeUnit; import java.util.function.Predicate; -import static com.dtstack.flinkx.ftp.FtpConfigConstants.SFTP_PROTOCOL; - /** * The OutputFormat Implementation which reads data from ftp servers. * @@ -54,21 +59,18 @@ public class FtpOutputFormat extends BaseFileOutputFormat { private transient IFtpHandler ftpHandler; - private transient OutputStream os; + private static final int FILE_NAME_PART_SIZE = 3; private static final String DOT = "."; private static final String FILE_SUFFIX = ".csv"; private static final String OVERWRITE_MODE = "overwrite"; + private transient BufferedWriter writer; @Override protected void openSource() throws IOException { - if(SFTP_PROTOCOL.equalsIgnoreCase(ftpConfig.getProtocol())) { - ftpHandler = new SftpHandler(); - } else { - ftpHandler = new FtpHandler(); - } + ftpHandler = FtpHandlerFactory.createFtpHandler(ftpConfig.getProtocol()); ftpHandler.loginFtpServer(ftpConfig); } @@ -106,7 +108,7 @@ public boolean test(String file) { } String[] splits = fileName.split("\\."); - if (splits.length == 3) { + if (splits.length == FILE_NAME_PART_SIZE) { return Integer.parseInt(splits[2]) <= fileIndex; } @@ -125,11 +127,16 @@ public boolean test(String file) { protected void nextBlock(){ super.nextBlock(); - if (os != null){ + if (writer != null){ return; } - - os = ftpHandler.getOutputStream(tmpPath + SP + currentBlockFileName); + String path = tmpPath + SP + currentBlockFileName; + try { + writer = new BufferedWriter(new OutputStreamWriter(ftpHandler.getOutputStream(path), ftpConfig.getEncoding())); + } catch (UnsupportedEncodingException e) { + LOG.error("exception when create BufferedWriter, path = {}, e = {}", path, ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException(e); + } blockIndex++; } @@ -156,29 +163,42 @@ public void moveTemporaryDataBlockFileToDirectory(){ @Override public void writeSingleRecordToFile(Row row) throws WriteRecordException { - if(os == null){ - nextBlock(); - } - - String line = StringUtil.row2string(row, columnTypes, ftpConfig.getFieldDelimiter(), columnNames); try { - byte[] bytes = line.getBytes(ftpConfig.getEncoding()); - this.os.write(bytes); - this.os.write(NEWLINE); - this.os.flush(); + if(writer == null){ + nextBlock(); + } + + String line = StringUtil.row2string(row, columnTypes, ftpConfig.getFieldDelimiter()); + this.writer.write(line); + this.writer.write(NEWLINE); if(restoreConfig.isRestore()){ lastRow = row; rowsOfCurrentBlock++; } - } catch(Exception ex) { - throw new WriteRecordException(ex.getMessage(), ex); + } catch(Exception e) { + LOG.error("error happened when write single record to file, row = {}, columnTypes = {}, e = {}", row, GsonUtil.GSON.toJson(columnTypes), ExceptionUtil.getErrorMessage(e)); + throw new WriteRecordException(e.getMessage(), e); } } @Override - protected void createFinishedTag() throws IOException { - LOG.info("Subtask [{}] finished, create dir {}", taskNumber, finishedPath); + protected void createFinishedTag() { + LOG.info("SubTask [{}] finished, create dir {}", taskNumber, finishedPath); + String path = outputFilePath + SP + FINISHED_SUBDIR; + if(taskNumber == 0){ + ftpHandler.mkDirRecursive(path); + } + final int maxRetryTime = 15; + int i = 0; + try { + while(!(ftpHandler.isDirExist(path) || i > maxRetryTime)){ + i++; + TimeUnit.MILLISECONDS.sleep(10); + } + }catch (Exception e){ + LOG.error("exception when createFinishedTag, path = {}, e = {}", path, ExceptionUtil.getErrorMessage(e)); + } ftpHandler.mkDirRecursive(finishedPath); } @@ -238,7 +258,7 @@ protected void waitForAllTasksToFinish(){ if (i == maxRetryTime) { ftpHandler.deleteAllFilesInDir(finishedPath, null); - throw new RuntimeException("timeout when gathering finish tags for each subtasks"); + throw new RuntimeException("timeout when gathering finish tags for each subTasks"); } } @@ -246,7 +266,7 @@ protected void waitForAllTasksToFinish(){ protected void coverageData(){ boolean cleanPath = restoreConfig.isRestore() && OVERWRITE_MODE.equalsIgnoreCase(ftpConfig.getWriteMode()) && !SP.equals(ftpConfig.getPath()); if(cleanPath){ - ftpHandler.deleteAllFilesInDir(ftpConfig.getPath(), Arrays.asList(tmpPath)); + ftpHandler.deleteAllFilesInDir(ftpConfig.getPath(), Collections.singletonList(tmpPath)); } } @@ -286,15 +306,15 @@ protected void moveAllTemporaryDataFileToDirectory() throws IOException { @Override protected void closeSource() throws IOException { - if (os != null){ - os.flush(); - os.close(); - os = null; + if (writer != null){ + writer.flush(); + writer.close(); + writer = null; } } @Override - protected void clearTemporaryDataFiles() throws IOException { + protected void clearTemporaryDataFiles() { ftpHandler.deleteAllFilesInDir(tmpPath, null); LOG.info("Delete .data dir:{}", tmpPath); @@ -307,6 +327,12 @@ public void flushDataInternal() throws IOException { closeSource(); } + @Override + public void closeInternal() throws IOException { + closeSource(); + super.closeInternal(); + } + @Override public float getDeviation() { return 1.0F; @@ -316,4 +342,9 @@ public float getDeviation() { protected String getExtension() { return ".csv"; } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("FtpWriter"); + } } diff --git a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormatBuilder.java b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormatBuilder.java index dee19b9e1c..dc7bcae4f9 100644 --- a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormatBuilder.java +++ b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormatBuilder.java @@ -19,9 +19,7 @@ package com.dtstack.flinkx.ftp.writer; import com.dtstack.flinkx.ftp.FtpConfig; -import com.dtstack.flinkx.ftp.FtpConfigConstants; import com.dtstack.flinkx.outputformat.FileOutputFormatBuilder; -import org.apache.commons.lang.StringUtils; import java.util.List; /** @@ -53,7 +51,7 @@ public void setFtpConfig(FtpConfig ftpConfig){ @Override protected void checkFormat() { - + notSupportBatchWrite("FtpWriter"); } } diff --git a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpWriter.java b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpWriter.java index edfb666f4a..9588e3a3c0 100644 --- a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpWriter.java +++ b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpWriter.java @@ -30,7 +30,7 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.ftp.FtpConfigConstants.*; +import static com.dtstack.flinkx.ftp.FtpConfigConstants.DEFAULT_FIELD_DELIMITER; /** * The Writer Plugin of Ftp diff --git a/flinkx-gbase/flinkx-gbase-reader/pom.xml b/flinkx-gbase/flinkx-gbase-reader/pom.xml index 3082049696..9a7903f7fc 100644 --- a/flinkx-gbase/flinkx-gbase-reader/pom.xml +++ b/flinkx-gbase/flinkx-gbase-reader/pom.xml @@ -62,8 +62,12 @@ shade.gbasereader.io.netty - com.google - shade.gbasereader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java index 06b22d6f4c..b2b05b62b9 100644 --- a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java +++ b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.gbase.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputSplit; import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; @@ -49,7 +50,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { String startLocation = incrementConfig.getStartLocation(); if (incrementConfig.isPolling()) { - endLocationAccumulator.add(Long.parseLong(startLocation)); + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + } isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { getMaxValue(inputSplit); @@ -63,6 +66,10 @@ public void openInternal(InputSplit inputSplit) throws IOException { fetchSize = Integer.MIN_VALUE; querySql = buildQuerySql(inputSplit); + JdbcInputSplit jdbcInputSplit = (JdbcInputSplit) inputSplit; + if (null != jdbcInputSplit.getStartLocation()) { + startLocation = jdbcInputSplit.getStartLocation(); + } executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); diff --git a/flinkx-gbase/flinkx-gbase-writer/pom.xml b/flinkx-gbase/flinkx-gbase-writer/pom.xml index da6f21b4a2..d28e0af276 100644 --- a/flinkx-gbase/flinkx-gbase-writer/pom.xml +++ b/flinkx-gbase/flinkx-gbase-writer/pom.xml @@ -62,8 +62,12 @@ shade.gbasewriter.io.netty - com.google - shade.gbasewriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-greenplum/flinkx-greenplum-core/pom.xml b/flinkx-greenplum/flinkx-greenplum-core/pom.xml new file mode 100644 index 0000000000..3a79da783d --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-core/pom.xml @@ -0,0 +1,39 @@ + + + + flinkx-greenplum + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-greenplum-core + + + com.dtstack.flinkx + flinkx-postgresql-core + 1.6 + + + com.pivotal + greenplum-jdbc + 5.1.4 + + + org.postgresql + postgresql + 42.2.2 + + + + + + HandChina RDC + HandChina RDC + http://nexus.saas.hand-china.com/content/repositories/rdc/ + + + + \ No newline at end of file diff --git a/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMeta.java b/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMeta.java new file mode 100644 index 0000000000..95dcb1b887 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMeta.java @@ -0,0 +1,50 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum; + +import com.dtstack.flinkx.enums.EDatabaseType; +import com.dtstack.flinkx.postgresql.PostgresqlDatabaseMeta; + +import java.util.List; +import java.util.Map; + +/** + * The class of Greenplum database prototype + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumDatabaseMeta extends PostgresqlDatabaseMeta { + + @Override + public String getUpsertStatement(List column, String table, Map> updateKey) { + throw new UnsupportedOperationException("Greenplum not support update mode"); + } + + @Override + public EDatabaseType getDatabaseType() { + return EDatabaseType.Greenplum; + } + + @Override + public String getDriverClass() { + return "com.pivotal.jdbc.GreenplumDriver"; + } +} diff --git a/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMetaInsert.java b/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMetaInsert.java new file mode 100644 index 0000000000..cb811c6ef0 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMetaInsert.java @@ -0,0 +1,33 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum; + +/** + * when use insert mode, use org.postgresql.Driver + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumDatabaseMetaInsert extends GreenplumDatabaseMeta{ + @Override + public String getDriverClass() { + return "org.postgresql.Driver"; + } +} diff --git a/flinkx-greenplum/flinkx-greenplum-reader/pom.xml b/flinkx-greenplum/flinkx-greenplum-reader/pom.xml new file mode 100644 index 0000000000..0fb695ce58 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-reader/pom.xml @@ -0,0 +1,112 @@ + + + + flinkx-greenplum + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-greenplum-reader + + + + com.dtstack.flinkx + flinkx-greenplum-core + 1.6 + + + com.dtstack.flinkx + flinkx-postgresql-reader + 1.6 + + + com.dtstack.flinkx + flinkx-rdb-reader + 1.6 + provided + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.greenplumreader.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumInputFormat.java b/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumInputFormat.java new file mode 100644 index 0000000000..c1fba4eb0b --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumInputFormat.java @@ -0,0 +1,30 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum.format; + +import com.dtstack.flinkx.postgresql.format.PostgresqlInputFormat; + +/**Simple inheritance of PostgresqlInputFormat + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumInputFormat extends PostgresqlInputFormat { +} diff --git a/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/reader/GreenplumReader.java b/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/reader/GreenplumReader.java new file mode 100644 index 0000000000..09f547469f --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/reader/GreenplumReader.java @@ -0,0 +1,83 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.greenplum.format.GreenplumInputFormat; +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.dtstack.flinkx.postgresql.PostgresqlTypeConverter; +import com.dtstack.flinkx.postgresql.reader.PostgresqlQuerySqlBuilder; +import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; +import com.dtstack.flinkx.rdb.datareader.QuerySqlBuilder; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; +import com.dtstack.flinkx.greenplum.GreenplumDatabaseMeta; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +/** + * The reader plugin for Greenplum database + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumReader extends JdbcDataReader { + public GreenplumReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + setDatabaseInterface(new GreenplumDatabaseMeta()); + setTypeConverterInterface(new PostgresqlTypeConverter()); + } + + @Override + protected JdbcInputFormatBuilder getBuilder() { + return new JdbcInputFormatBuilder(new GreenplumInputFormat()); + } + + @Override + public DataStream readData() { + JdbcInputFormatBuilder builder = new JdbcInputFormatBuilder(new GreenplumInputFormat()); + builder.setDriverName(databaseInterface.getDriverClass()); + builder.setDbUrl(dbUrl); + builder.setUsername(username); + builder.setPassword(password); + builder.setBytes(bytes); + builder.setMonitorUrls(monitorUrls); + builder.setTable(table); + builder.setDatabaseInterface(databaseInterface); + builder.setTypeConverter(typeConverter); + builder.setMetaColumn(metaColumns); + builder.setFetchSize(fetchSize == 0 ? databaseInterface.getFetchSize() : fetchSize); + builder.setQueryTimeOut(queryTimeOut == 0 ? databaseInterface.getQueryTimeout() : queryTimeOut); + builder.setIncrementConfig(incrementConfig); + builder.setSplitKey(splitKey); + builder.setNumPartitions(numPartitions); + builder.setCustomSql(customSql); + builder.setRestoreConfig(restoreConfig); + builder.setHadoopConfig(hadoopConfig); + builder.setTestConfig(testConfig); + + QuerySqlBuilder sqlBuilder = new PostgresqlQuerySqlBuilder(this); + builder.setQuery(sqlBuilder.buildSql()); + + BaseRichInputFormat format = builder.finish(); + return createInput(format, (databaseInterface.getDatabaseType() + "reader").toLowerCase()); + } + +} diff --git a/flinkx-greenplum/flinkx-greenplum-writer/pom.xml b/flinkx-greenplum/flinkx-greenplum-writer/pom.xml new file mode 100644 index 0000000000..db6738d9e5 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-writer/pom.xml @@ -0,0 +1,110 @@ + + + + flinkx-greenplum + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-greenplum-writer + + + com.dtstack.flinkx + flinkx-rdb-writer + 1.6 + provided + + + com.dtstack.flinkx + flinkx-greenplum-core + 1.6 + + + com.dtstack.flinkx + flinkx-postgresql-writer + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.greenplumwriter.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumOutputFormat.java b/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumOutputFormat.java new file mode 100644 index 0000000000..a1d02138d2 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumOutputFormat.java @@ -0,0 +1,31 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum.format; + +import com.dtstack.flinkx.postgresql.format.PostgresqlOutputFormat; + +/**Simple inheritance of PostgresqlOutputFormat + * + * Date: 2020/6/4 + * Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumOutputFormat extends PostgresqlOutputFormat { +} diff --git a/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/writer/GreenplumWriter.java b/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/writer/GreenplumWriter.java new file mode 100644 index 0000000000..8d3267968b --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/writer/GreenplumWriter.java @@ -0,0 +1,93 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.greenplum.format.GreenplumOutputFormat; +import com.dtstack.flinkx.postgresql.PostgresqlTypeConverter; +import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; +import com.dtstack.flinkx.greenplum.GreenplumDatabaseMetaInsert; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; + +/** + * The writer plugin for Greenplum database + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumWriter extends JdbcDataWriter { + + public static final String INSERT_SQL_MODE_TYPE = "copy"; + public static final String DATABASE_NAME = ";DatabaseName="; + public static final String JDBC_POSTGRESQL_PREFIX = "jdbc:postgresql"; + public static final String JDBC_GREENPLUM_PREFIX = "jdbc:pivotal:greenplum"; + + public GreenplumWriter(DataTransferConfig config) { + super(config); + //统一固定为copy模式 + insertSqlMode = INSERT_SQL_MODE_TYPE; + dbUrl = changeToPostgresqlUrl(); + setDatabaseInterface(new GreenplumDatabaseMetaInsert()); + setTypeConverterInterface(new PostgresqlTypeConverter()); + } + + String changeToPostgresqlUrl(){ + dbUrl = StringUtils.replaceOnce(dbUrl, JDBC_GREENPLUM_PREFIX, JDBC_POSTGRESQL_PREFIX); + dbUrl = StringUtils.replaceOnce(dbUrl, DATABASE_NAME, "/"); + return dbUrl; + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + GreenplumOutputFormat greenplumOutputFormat = new GreenplumOutputFormat(); + JdbcOutputFormatBuilder builder = new JdbcOutputFormatBuilder(greenplumOutputFormat); + builder.setDriverName(databaseInterface.getDriverClass()); + builder.setDbUrl(dbUrl); + builder.setUsername(username); + builder.setPassword(password); + builder.setBatchInterval(batchSize); + builder.setMonitorUrls(monitorUrls); + builder.setPreSql(preSql); + builder.setPostSql(postSql); + builder.setErrors(errors); + builder.setErrorRatio(errorRatio); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); + builder.setDatabaseInterface(databaseInterface); + builder.setMode(mode); + builder.setTable(table); + builder.setColumn(column); + builder.setFullColumn(fullColumn); + builder.setUpdateKey(updateKey); + builder.setTypeConverter(typeConverter); + builder.setRestoreConfig(restoreConfig); + builder.setInsertSqlMode(insertSqlMode); + + DataStreamSink dataStreamSink = createOutput(dataSet, builder.finish()); + String sinkName = (databaseInterface.getDatabaseType() + "writer").toLowerCase(); + dataStreamSink.name(sinkName); + return dataStreamSink; + } +} diff --git a/flinkx-greenplum/pom.xml b/flinkx-greenplum/pom.xml new file mode 100644 index 0000000000..5c3fb85de9 --- /dev/null +++ b/flinkx-greenplum/pom.xml @@ -0,0 +1,36 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-greenplum + pom + + flinkx-greenplum-reader + flinkx-greenplum-core + flinkx-greenplum-writer + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + com.dtstack.flinkx + flinkx-rdb-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java index d83d83b3ee..d7f0d61ba6 100644 --- a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java +++ b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java @@ -44,7 +44,7 @@ public class HbaseConfigConstants { public static final String DEFAULT_NULL_MODE = "skip"; - public static final long DEFAULT_WRITE_BUFFER_SIZE = 8 * 1024 * 1024; + public static final long DEFAULT_WRITE_BUFFER_SIZE = 8 * 1024 * 1024L; public static final boolean DEFAULT_WAL_FLAG = false; diff --git a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java index 0bce2c0c69..3c88f828f5 100644 --- a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java +++ b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java @@ -27,15 +27,17 @@ import org.apache.hadoop.hbase.HBaseConfiguration; import org.apache.hadoop.hbase.HConstants; import org.apache.hadoop.hbase.TableName; -import org.apache.hadoop.hbase.client.*; +import org.apache.hadoop.hbase.client.Admin; +import org.apache.hadoop.hbase.client.BufferedMutator; +import org.apache.hadoop.hbase.client.Connection; +import org.apache.hadoop.hbase.client.ConnectionFactory; +import org.apache.hadoop.hbase.client.RegionLocator; import org.apache.hadoop.hbase.util.Bytes; import org.apache.hadoop.security.UserGroupInformation; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.IOException; import java.security.PrivilegedAction; -import java.util.Arrays; -import java.util.List; import java.util.Map; /** @@ -51,21 +53,9 @@ public class HbaseHelper { private final static String AUTHENTICATION_TYPE = "Kerberos"; private final static String KEY_HBASE_SECURITY_AUTHENTICATION = "hbase.security.authentication"; private final static String KEY_HBASE_SECURITY_AUTHORIZATION = "hbase.security.authorization"; - private final static String KEY_HBASE_MASTER_KERBEROS_PRINCIPAL = "hbase.master.kerberos.principal"; - private final static String KEY_HBASE_MASTER_KEYTAB_FILE = "hbase.master.keytab.file"; - private final static String KEY_HBASE_REGIONSERVER_KEYTAB_FILE = "hbase.regionserver.keytab.file"; - private final static String KEY_HBASE_REGIONSERVER_KERBEROS_PRINCIPAL = "hbase.regionserver.kerberos.principal"; - - private static List KEYS_KERBEROS_REQUIRED = Arrays.asList( - KEY_HBASE_SECURITY_AUTHENTICATION, - KEY_HBASE_MASTER_KERBEROS_PRINCIPAL, - KEY_HBASE_MASTER_KEYTAB_FILE, - KEY_HBASE_REGIONSERVER_KEYTAB_FILE, - KEY_HBASE_REGIONSERVER_KERBEROS_PRINCIPAL - ); public static org.apache.hadoop.hbase.client.Connection getHbaseConnection(Map hbaseConfigMap) { - Validate.isTrue(hbaseConfigMap != null && hbaseConfigMap.size() !=0, "hbaseConfig不能为空Map结构!"); + Validate.isTrue(MapUtils.isEmpty(hbaseConfigMap), "hbaseConfig不能为空Map结构!"); if(openKerberos(hbaseConfigMap)){ return getConnectionWithKerberos(hbaseConfigMap); @@ -81,43 +71,43 @@ public static org.apache.hadoop.hbase.client.Connection getHbaseConnection(Map hbaseConfigMap){ - for (String key : KEYS_KERBEROS_REQUIRED) { - if(StringUtils.isEmpty(MapUtils.getString(hbaseConfigMap, key))){ - throw new IllegalArgumentException(String.format("Must provide [%s] when authentication is Kerberos", key)); - } + try { + UserGroupInformation ugi = getUgi(hbaseConfigMap); + return ugi.doAs(new PrivilegedAction() { + @Override + public Connection run() { + try { + Configuration hConfiguration = getConfig(hbaseConfigMap); + return ConnectionFactory.createConnection(hConfiguration); + } catch (IOException e) { + LOG.error("Get connection fail with config:{}", hbaseConfigMap); + throw new RuntimeException(e); + } + } + }); + } catch (Exception e){ + throw new RuntimeException("Login kerberos error", e); } + } + public static UserGroupInformation getUgi(Map hbaseConfigMap) throws IOException{ String keytabFileName = KerberosUtil.getPrincipalFileName(hbaseConfigMap); keytabFileName = KerberosUtil.loadFile(hbaseConfigMap, keytabFileName); - String principal = KerberosUtil.findPrincipalFromKeytab(keytabFileName); + String principal = KerberosUtil.getPrincipal(hbaseConfigMap, keytabFileName); KerberosUtil.loadKrb5Conf(hbaseConfigMap); Configuration conf = FileSystemUtil.getConfiguration(hbaseConfigMap, null); - UserGroupInformation ugi; - try { - ugi = KerberosUtil.loginAndReturnUgi(conf, principal, keytabFileName); - } catch (Exception e){ - throw new RuntimeException("Login kerberos error", e); - } - - return ugi.doAs(new PrivilegedAction() { - @Override - public Connection run() { - try { - Configuration hConfiguration = getConfig(hbaseConfigMap); - return ConnectionFactory.createConnection(hConfiguration); - } catch (IOException e) { - LOG.error("Get connection fail with config:{}", hbaseConfigMap); - throw new RuntimeException(e); - } - } - }); + return KerberosUtil.loginAndReturnUgi(conf, principal, keytabFileName); } public static Configuration getConfig(Map hbaseConfigMap){ Configuration hConfiguration = HBaseConfiguration.create(); + if (MapUtils.isEmpty(hbaseConfigMap)) { + return hConfiguration; + } + for (Map.Entry entry : hbaseConfigMap.entrySet()) { if(entry.getValue() != null && !(entry.getValue() instanceof Map)){ hConfiguration.set(entry.getKey(), entry.getValue().toString()); diff --git a/flinkx-hbase/flinkx-hbase-core/src/test/java/com/dtstack/flinkx/hbase/test/HbaseHelperTest.java b/flinkx-hbase/flinkx-hbase-core/src/test/java/com/dtstack/flinkx/hbase/test/HbaseHelperTest.java deleted file mode 100644 index c1a67b5750..0000000000 --- a/flinkx-hbase/flinkx-hbase-core/src/test/java/com/dtstack/flinkx/hbase/test/HbaseHelperTest.java +++ /dev/null @@ -1,75 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.hbase.test; - -import com.dtstack.flinkx.hbase.HbaseHelper; -import org.apache.hadoop.hbase.TableName; -import org.apache.hadoop.hbase.client.*; - -import java.util.HashMap; -import java.util.Map; - -/** - * @author jiangbo - * @date 2019/8/29 - */ -public class HbaseHelperTest { - - public static void main(String[] args) throws Exception{ - Map sftpConf = new HashMap<>(); - sftpConf.put("host", "172.16.10.79"); - sftpConf.put("port", "22"); - sftpConf.put("username", "root"); - sftpConf.put("password", "abc123"); - - Map hbaseConfig = new HashMap<>(); - hbaseConfig.put("hbase.security.authorization", "true"); - hbaseConfig.put("hbase.security.authentication", "kerberos"); - hbaseConfig.put("hbase.master.kerberos.principal", "hbase/cdh01@HADOOP.COM"); - hbaseConfig.put("hbase.master.keytab.file", "D:\\cdh_cluster\\cdh2\\hbase.keytab"); - hbaseConfig.put("hbase.regionserver.kerberos.principal", "hbase/cdh01@HADOOP.COM"); - hbaseConfig.put("hbase.regionserver.keytab.file", "D:\\cdh_cluster\\cdh2\\hbase.keytab"); - hbaseConfig.put("java.security.krb5.conf", "D:\\cdh_cluster\\cdh2\\krb5.conf"); - hbaseConfig.put("useLocalFile", "true"); -// hbaseConfig.put("sftpConf", sftpConf); -// hbaseConfig.put("remoteDir", "/home/sftp/keytab/jiangbo"); - -// hbaseConfig.put("hbase.zookeeper.quorum", "cdh01:2181,cdh02:2181,cdh03:2181"); - hbaseConfig.put("hbase.zookeeper.quorum", "172.16.10.201:2181"); - hbaseConfig.put("hbase.rpc.timeout", "60000"); - hbaseConfig.put("ipc.socket.timeout", "20000"); - hbaseConfig.put("hbase.client.retries.number", "3"); - hbaseConfig.put("hbase.client.pause", "100"); - hbaseConfig.put("zookeeper.recovery.retry", "3"); - - Connection connection = HbaseHelper.getHbaseConnection(hbaseConfig); - Table table = connection.getTable(TableName.valueOf("tb1")); - - ResultScanner rs = table.getScanner(new Scan()); - Result result = rs.next(); - if(result != null){ - System.out.println(result.getRow()); - } - - HbaseHelper.getRegionLocator(connection, "tb1"); - - connection.close(); - } -} diff --git a/flinkx-hbase/flinkx-hbase-reader/pom.xml b/flinkx-hbase/flinkx-hbase-reader/pom.xml index f77a9613ca..5cdc499262 100644 --- a/flinkx-hbase/flinkx-hbase-reader/pom.xml +++ b/flinkx-hbase/flinkx-hbase-reader/pom.xml @@ -65,6 +65,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java index 495a89c4e6..f17383ca87 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java @@ -29,16 +29,24 @@ import org.apache.flink.types.Row; import org.apache.hadoop.hbase.HConstants; import org.apache.hadoop.hbase.TableName; -import org.apache.hadoop.hbase.client.*; +import org.apache.hadoop.hbase.client.Connection; +import org.apache.hadoop.hbase.client.RegionLocator; +import org.apache.hadoop.hbase.client.Result; +import org.apache.hadoop.hbase.client.ResultScanner; +import org.apache.hadoop.hbase.client.Scan; +import org.apache.hadoop.hbase.client.Table; import org.apache.hadoop.hbase.util.Bytes; import org.apache.hadoop.hbase.util.Pair; import java.io.IOException; import java.math.BigDecimal; import java.nio.charset.StandardCharsets; +import java.security.PrivilegedAction; import java.util.ArrayList; import java.util.List; import java.util.Map; +import com.google.common.collect.Maps; +import org.apache.hadoop.security.UserGroupInformation; /** @@ -87,7 +95,17 @@ public void openInputFormat() throws IOException { @Override public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { try (Connection connection = HbaseHelper.getHbaseConnection(hbaseConfig)) { - return split(connection, tableName, startRowkey, endRowkey, isBinaryRowkey); + if(HbaseHelper.openKerberos(hbaseConfig)) { + UserGroupInformation ugi = HbaseHelper.getUgi(hbaseConfig); + return ugi.doAs(new PrivilegedAction() { + @Override + public HbaseInputSplit[] run() { + return split(connection, tableName, startRowkey, endRowkey, isBinaryRowkey); + } + }); + } else { + return split(connection, tableName, startRowkey, endRowkey, isBinaryRowkey); + } } } @@ -132,9 +150,10 @@ private List doSplit(byte[] startRowkeyByte, // 当前的region为最后一个region // 如果最后一个region的start Key大于用户指定的userEndKey,则最后一个region，应该不包含在内 // 注意如果用户指定userEndKey为"",则此判断应该不成立。userEndKey为""表示取得最大的region - if (Bytes.compareTo(regionEndKey, HConstants.EMPTY_BYTE_ARRAY) == 0 + boolean isSkip = Bytes.compareTo(regionEndKey, HConstants.EMPTY_BYTE_ARRAY) == 0 && (endRowkeyByte.length != 0 && (Bytes.compareTo( - regionStartKey, endRowkeyByte) > 0))) { + regionStartKey, endRowkeyByte) > 0)); + if (isSkip) { continue; } diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java index 04c5150990..b1d4186132 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java @@ -26,6 +26,8 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; import java.util.ArrayList; import java.util.List; @@ -39,6 +41,8 @@ */ public class HbaseReader extends BaseDataReader { + private static Logger LOG = LoggerFactory.getLogger(HbaseReader.class); + protected List columnName; protected List columnType; protected List columnValue; @@ -82,7 +86,8 @@ public HbaseReader(DataTransferConfig config, StreamExecutionEnvironment env) { columnValue.add((String) sm.get("value")); columnFormat.add((String) sm.get("format")); } - System.out.println("init column finished"); + + LOG.info("init column finished"); } else{ throw new IllegalArgumentException("column argument error"); } diff --git a/flinkx-hbase/flinkx-hbase-reader/src/test/java/com/dtstack/flinkx/hbase/reader/HbaseSplitDemo.java b/flinkx-hbase/flinkx-hbase-reader/src/test/java/com/dtstack/flinkx/hbase/reader/HbaseSplitDemo.java deleted file mode 100644 index 47f153621b..0000000000 --- a/flinkx-hbase/flinkx-hbase-reader/src/test/java/com/dtstack/flinkx/hbase/reader/HbaseSplitDemo.java +++ /dev/null @@ -1,34 +0,0 @@ -package com.dtstack.flinkx.hbase.reader; - -import org.apache.hadoop.hbase.HBaseConfiguration; -import org.apache.hadoop.hbase.TableName; -import org.apache.hadoop.hbase.client.Connection; -import org.apache.hadoop.hbase.client.ConnectionFactory; -import org.apache.hadoop.hbase.client.RegionLocator; -import java.io.IOException; - -/** - * Created by softfly on 17/7/25. - */ -public class HbaseSplitDemo { - - private static void split() { - - } - - public static void main(String[] args) throws IOException { - - org.apache.hadoop.conf.Configuration conf = HBaseConfiguration.create(); - conf.set("hbase.zookeeper.property.clientPort", "2181"); - conf.set("hbase.zookeeper.quorum", "172.16.1.151" ); - conf.set("zookeeper.znode.parent", "/hbase2"); - - Connection conn = ConnectionFactory.createConnection(conf); - //Table table = conn.getTable(TableName.valueOf("tb2")); - - RegionLocator regionLocator = conn.getRegionLocator(TableName.valueOf("tb2")); - regionLocator.getStartEndKeys(); - - } - -} diff --git a/flinkx-hbase/flinkx-hbase-writer/pom.xml b/flinkx-hbase/flinkx-hbase-writer/pom.xml index d406061b54..d5dd35eba4 100644 --- a/flinkx-hbase/flinkx-hbase-writer/pom.xml +++ b/flinkx-hbase/flinkx-hbase-writer/pom.xml @@ -54,6 +54,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormat.java b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormat.java index a3e75a9caa..d4db300d08 100644 --- a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormat.java +++ b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormat.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.hbase.writer; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.enums.ColumnType; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.hbase.HbaseHelper; @@ -27,6 +28,7 @@ import com.dtstack.flinkx.util.DateUtil; import com.google.common.collect.Lists; import com.google.common.collect.Maps; +import org.apache.commons.lang.StringUtils; import org.apache.commons.lang3.Validate; import org.apache.flink.configuration.Configuration; import org.apache.flink.types.Row; @@ -34,10 +36,12 @@ import org.apache.hadoop.hbase.TableName; import org.apache.hadoop.hbase.client.*; import org.apache.hadoop.hbase.util.Bytes; +import org.apache.hadoop.security.UserGroupInformation; import java.io.IOException; import java.nio.charset.Charset; import java.nio.charset.StandardCharsets; +import java.security.PrivilegedAction; import java.sql.Timestamp; import java.text.ParseException; import java.text.SimpleDateFormat; @@ -93,8 +97,40 @@ public class HbaseOutputFormat extends BaseRichOutputFormat { private transient ThreadLocal timeMillisecondFormatThreadLocal; + private boolean openKerberos = false; + @Override public void configure(Configuration parameters) { + } + + @Override + public void openInternal(int taskNumber, int numTasks) throws IOException { + openKerberos = HbaseHelper.openKerberos(hbaseConfig); + if (openKerberos) { + sleepRandomTime(); + + UserGroupInformation ugi = HbaseHelper.getUgi(hbaseConfig); + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + openConnection(); + return null; + } + }); + } else { + openConnection(); + } + } + + private void sleepRandomTime() { + try { + Thread.sleep(5000L + (long)(10000 * Math.random())); + } catch (Exception exception) { + LOG.warn("", exception); + } + } + + public void openConnection() { LOG.info("HbaseOutputFormat configure start"); nameMaps = Maps.newConcurrentMap(); nameByteMaps = Maps.newConcurrentMap(); @@ -103,9 +139,9 @@ public void configure(Configuration parameters) { Validate.isTrue(hbaseConfig != null && hbaseConfig.size() !=0, "hbaseConfig不能为空Map结构!"); try { - connection = HbaseHelper.getHbaseConnection(hbaseConfig); - org.apache.hadoop.conf.Configuration hConfiguration = HbaseHelper.getConfig(hbaseConfig); + connection = ConnectionFactory.createConnection(hConfiguration); + bufferedMutator = connection.getBufferedMutator( new BufferedMutatorParams(TableName.valueOf(tableName)) .pool(HTable.getDefaultExecutor(hConfiguration)) @@ -129,11 +165,6 @@ public void configure(Configuration parameters) { LOG.info("HbaseOutputFormat configure end"); } - @Override - public void openInternal(int taskNumber, int numTasks) throws IOException { - - } - @Override public void writeSingleRecordInternal(Row record) throws WriteRecordException { int i = 0; @@ -159,17 +190,19 @@ public void writeSingleRecordInternal(Row record) throws WriteRecordException { String name = columnNames.get(i); String[] cfAndQualifier = nameMaps.get(name); byte[][] cfAndQualifierBytes = nameByteMaps.get(name); - if(cfAndQualifier == null || cfAndQualifierBytes==null){ - String promptInfo = "Hbasewriter 中，column 的列配置格式应该是：列族:列名. 您配置的列错误：" + name; + if(cfAndQualifier == null || cfAndQualifierBytes == null){ cfAndQualifier = name.split(":"); - Validate.isTrue(cfAndQualifier != null && cfAndQualifier.length == 2 - && org.apache.commons.lang3.StringUtils.isNotBlank(cfAndQualifier[0]) - && org.apache.commons.lang3.StringUtils.isNotBlank(cfAndQualifier[1]), promptInfo); - nameMaps.put(name,cfAndQualifier); - cfAndQualifierBytes = new byte[2][]; - cfAndQualifierBytes[0] = Bytes.toBytes(cfAndQualifier[0]); - cfAndQualifierBytes[1] = Bytes.toBytes(cfAndQualifier[1]); - nameByteMaps.put(name,cfAndQualifierBytes); + if(cfAndQualifier.length == 2 + && StringUtils.isNotBlank(cfAndQualifier[0]) + && StringUtils.isNotBlank(cfAndQualifier[1])){ + nameMaps.put(name,cfAndQualifier); + cfAndQualifierBytes = new byte[2][]; + cfAndQualifierBytes[0] = Bytes.toBytes(cfAndQualifier[0]); + cfAndQualifierBytes[1] = Bytes.toBytes(cfAndQualifier[1]); + nameByteMaps.put(name,cfAndQualifierBytes); + } else { + throw new IllegalArgumentException("Hbasewriter 中，column 的列配置格式应该是：列族:列名. 您配置的列错误：" + name); + } } ColumnType columnType = ColumnType.getType(type); @@ -180,8 +213,6 @@ public void writeSingleRecordInternal(Row record) throws WriteRecordException { cfAndQualifierBytes[0], cfAndQualifierBytes[1], columnBytes); - }else{ - continue; } } @@ -195,20 +226,21 @@ public void writeSingleRecordInternal(Row record) throws WriteRecordException { } private SimpleDateFormat getSimpleDateFormat(String sign){ - SimpleDateFormat format = null; - if("sss".equalsIgnoreCase(sign)){ + SimpleDateFormat format; + if(ConstantValue.TIME_SECOND_SUFFIX.equals(sign)){ format = timeSecondFormatThreadLocal.get(); if(format == null){ format = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); timeSecondFormatThreadLocal.set(format); } - }else if("SSS".equalsIgnoreCase(sign)){ + } else { format = timeMillisecondFormatThreadLocal.get(); if(format == null){ format = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss SSS"); timeMillisecondFormatThreadLocal.set(format); } } + return format; } @@ -219,7 +251,7 @@ protected String recordConvertDetailErrorMessage(int pos, Row row) { @Override protected void writeMultipleRecordsInternal() throws Exception { - throw new IllegalArgumentException(); + notSupportBatchWrite("HbaseWriter"); } private byte[] getRowkey(Row record) throws Exception{ @@ -249,8 +281,8 @@ public long getVersion(Row record){ if(record.getField(index) == null){ throw new IllegalArgumentException("null verison column!"); } - SimpleDateFormat dfSeconds = getSimpleDateFormat("sss"); - SimpleDateFormat dfMs = getSimpleDateFormat("SSS"); + SimpleDateFormat dfSeconds = getSimpleDateFormat(ConstantValue.TIME_SECOND_SUFFIX); + SimpleDateFormat dfMs = getSimpleDateFormat(ConstantValue.TIME_MILLISECOND_SUFFIX); Object column = record.getField(index); if(column instanceof Long){ Long longValue = (Long) column; @@ -370,7 +402,7 @@ private byte[] intToBytes(Object column) { if(column instanceof Integer) { intValue = (Integer) column; } else if(column instanceof Long) { - intValue = Integer.valueOf(((Long)column).intValue()); + intValue = ((Long) column).intValue(); } else if(column instanceof Double) { intValue = ((Double) column).intValue(); } else if(column instanceof Float) { @@ -378,7 +410,7 @@ private byte[] intToBytes(Object column) { } else if(column instanceof Short) { intValue = ((Short) column).intValue(); } else if(column instanceof Boolean) { - intValue = ((Boolean) column).booleanValue() ? 1 : 0; + intValue = (Boolean) column ? 1 : 0; } else if(column instanceof String) { intValue = Integer.valueOf((String) column); } else { @@ -401,7 +433,7 @@ private byte[] longToBytes(Object column) { } else if(column instanceof Short) { longValue = ((Short) column).longValue(); } else if(column instanceof Boolean) { - longValue = ((Boolean) column).booleanValue() ? 1L : 0L; + longValue = (Boolean) column ? 1L : 0L; } else if(column instanceof String) { longValue = Long.valueOf((String) column); }else if (column instanceof Timestamp){ @@ -426,7 +458,7 @@ private byte[] doubleToBytes(Object column) { } else if(column instanceof Short) { doubleValue = ((Short) column).doubleValue(); } else if(column instanceof Boolean) { - doubleValue = ((Boolean) column).booleanValue() ? 1.0 : 0.0; + doubleValue = (Boolean) column ? 1.0 : 0.0; } else if(column instanceof String) { doubleValue = Double.valueOf((String) column); } else { @@ -449,7 +481,7 @@ private byte[] floatToBytes(Object column) { } else if(column instanceof Short) { floatValue = ((Short) column).floatValue(); } else if(column instanceof Boolean) { - floatValue = ((Boolean) column).booleanValue() ? 1.0f : 0.0f; + floatValue = (Boolean) column ? 1.0f : 0.0f; } else if(column instanceof String) { floatValue = Float.valueOf((String) column); } else { @@ -472,7 +504,7 @@ private byte[] shortToBytes(Object column) { } else if(column instanceof Short) { shortValue = (Short) column; } else if(column instanceof Boolean) { - shortValue = ((Boolean) column).booleanValue() ? (short) 1 : (short) 0 ; + shortValue = (Boolean) column ? (short) 1 : (short) 0 ; } else if(column instanceof String) { shortValue = Short.valueOf((String) column); } else { @@ -484,15 +516,15 @@ private byte[] shortToBytes(Object column) { private byte[] boolToBytes(Object column) { Boolean booleanValue = null; if(column instanceof Integer) { - booleanValue = (Integer)column == 0 ? false : true; + booleanValue = (Integer) column != 0; } else if(column instanceof Long) { - booleanValue = (Long) column == 0L ? false : true; + booleanValue = (Long) column != 0L; } else if(column instanceof Double) { - booleanValue = (Double) column == 0.0 ? false : true; + booleanValue = new Double(0.0).compareTo((Double) column) != 0; } else if(column instanceof Float) { - booleanValue = (Float) column == 0.0f ? false : true; + booleanValue = new Float(0.0f).compareTo((Float) column) != 0; } else if(column instanceof Short) { - booleanValue = (Short) column == 0 ? false : true; + booleanValue = (Short) column != 0; } else if(column instanceof Boolean) { booleanValue = (Boolean) column; } else if(column instanceof String) { diff --git a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormatBuilder.java b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormatBuilder.java index 4da4c10754..ec96e04c17 100644 --- a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormatBuilder.java +++ b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormatBuilder.java @@ -110,5 +110,7 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + notSupportBatchWrite("HbaseWriter"); } } diff --git a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseWriter.java b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseWriter.java index 42091f62d3..3cb5bce6ce 100644 --- a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseWriter.java +++ b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseWriter.java @@ -31,8 +31,23 @@ import java.util.ArrayList; import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.hbase.HbaseConfigConstants.*; -import static com.dtstack.flinkx.hbase.HbaseConfigKeys.*; + +import static com.dtstack.flinkx.hbase.HbaseConfigConstants.DEFAULT_WAL_FLAG; +import static com.dtstack.flinkx.hbase.HbaseConfigConstants.DEFAULT_WRITE_BUFFER_SIZE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_COLUMN_NAME; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_COLUMN_TYPE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_ENCODING; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_HBASE_CONFIG; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_NULL_MODE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_ROW_KEY_COLUMN; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_ROW_KEY_COLUMN_INDEX; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_ROW_KEY_COLUMN_VALUE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_TABLE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_VERSION_COLUMN; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_VERSION_COLUMN_INDEX; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_VERSION_COLUMN_VALUE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_WAL_FLAG; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_WRITE_BUFFER_SIZE; /** * The Writer plugin of HBase diff --git a/flinkx-hbase/flinkx-hbase-writer/src/test/java/com.dtstack.flinkx.hbase.writer/RowKeyFunctionTest.java b/flinkx-hbase/flinkx-hbase-writer/src/test/java/com.dtstack.flinkx.hbase.writer/RowKeyFunctionTest.java index dbf12dfa2e..75143994f5 100644 --- a/flinkx-hbase/flinkx-hbase-writer/src/test/java/com.dtstack.flinkx.hbase.writer/RowKeyFunctionTest.java +++ b/flinkx-hbase/flinkx-hbase-writer/src/test/java/com.dtstack.flinkx.hbase.writer/RowKeyFunctionTest.java @@ -18,7 +18,10 @@ package com.dtstack.flinkx.hbase.writer; -import com.dtstack.flinkx.hbase.writer.function.*; +import com.dtstack.flinkx.hbase.writer.function.FunctionParser; +import com.dtstack.flinkx.hbase.writer.function.FunctionTree; +import com.dtstack.flinkx.hbase.writer.function.Md5Function; +import com.dtstack.flinkx.hbase.writer.function.StringFunction; import org.junit.Assert; import org.junit.Test; diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java index 913c0fd41c..2f0c7ec101 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java @@ -19,7 +19,6 @@ package com.dtstack.flinkx.hdfs; import org.apache.commons.lang.StringUtils; -import org.apache.parquet.hadoop.metadata.CompressionCodecName; /** * @author jiangbo diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java index fc6ced4a25..a4b44360e3 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java @@ -60,4 +60,6 @@ public class HdfsConfigKeys { public static final String KEY_FLUSH_INTERVAL = "flushInterval"; + public static final String KEY_ENABLE_DICTIONARY = "enableDictionary"; + } diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java index b678812f68..0acaa924b8 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java @@ -19,15 +19,20 @@ package com.dtstack.flinkx.hdfs; import com.dtstack.flinkx.enums.ColumnType; -import com.dtstack.flinkx.util.DateUtil; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe; import org.apache.hadoop.hive.serde2.io.DateWritable; import org.apache.hadoop.hive.serde2.io.HiveDecimalWritable; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory; -import org.apache.hadoop.io.*; +import org.apache.hadoop.io.ByteWritable; +import org.apache.hadoop.io.BytesWritable; +import org.apache.hadoop.io.DoubleWritable; +import org.apache.hadoop.io.IntWritable; +import org.apache.hadoop.io.LongWritable; +import org.apache.hadoop.io.Text; +import org.apache.parquet.io.api.Binary; -import java.sql.Date; -import java.text.SimpleDateFormat; /** * Utilities for HdfsReader and HdfsWriter @@ -39,62 +44,13 @@ public class HdfsUtil { public static final String NULL_VALUE = "\\N"; - public static Object string2col(String str, String type, SimpleDateFormat customDateFormat) { - if (str == null || str.length() == 0){ - return null; - } - - if(type == null){ - return str; - } + private static final long NANO_SECONDS_PER_DAY = 86400_000_000_000L; - ColumnType columnType = ColumnType.fromString(type.toUpperCase()); - Object ret; - switch(columnType) { - case TINYINT: - ret = Byte.valueOf(str.trim()); - break; - case SMALLINT: - ret = Short.valueOf(str.trim()); - break; - case INT: - ret = Integer.valueOf(str.trim()); - break; - case BIGINT: - ret = Long.valueOf(str.trim()); - break; - case FLOAT: - ret = Float.valueOf(str.trim()); - break; - case DOUBLE: - case DECIMAL: - ret = Double.valueOf(str.trim()); - break; - case STRING: - case VARCHAR: - case CHAR: - if(customDateFormat != null){ - ret = DateUtil.columnToDate(str,customDateFormat); - ret = DateUtil.timestampToString((Date)ret); - } else { - ret = str; - } - break; - case BOOLEAN: - ret = Boolean.valueOf(str.trim().toLowerCase()); - break; - case DATE: - ret = DateUtil.columnToDate(str,customDateFormat); - break; - case TIMESTAMP: - ret = DateUtil.columnToTimestamp(str,customDateFormat); - break; - default: - throw new IllegalArgumentException("Unsupported field type:" + type); - } + private static final long JULIAN_EPOCH_OFFSET_DAYS = 2440588; - return ret; - } + private static final double SCALE_TWO = 2.0; + private static final double SCALE_TEN = 10.0; + private static final int BIT_SIZE = 8; public static Object getWritableValue(Object writable) { Class clz = writable.getClass(); @@ -166,4 +122,78 @@ public static ObjectInspector columnTypeToObjectInspetor(ColumnType columnType) return objectInspector; } + + public static Binary decimalToBinary(final HiveDecimal hiveDecimal, int prec, int scale) { + byte[] decimalBytes = hiveDecimal.setScale(scale).unscaledValue().toByteArray(); + + // Estimated number of bytes needed. + int precToBytes = ParquetHiveSerDe.PRECISION_TO_BYTE_COUNT[prec - 1]; + if (precToBytes == decimalBytes.length) { + // No padding needed. + return Binary.fromReusedByteArray(decimalBytes); + } + + byte[] tgt = new byte[precToBytes]; + if (hiveDecimal.signum() == -1) { + // For negative number, initializing bits to 1 + for (int i = 0; i < precToBytes; i++) { + tgt[i] |= 0xFF; + } + } + + // Padding leading zeroes/ones. + System.arraycopy(decimalBytes, 0, tgt, precToBytes - decimalBytes.length, decimalBytes.length); + return Binary.fromReusedByteArray(tgt); + } + + public static int computeMinBytesForPrecision(int precision){ + int numBytes = 1; + while (Math.pow(SCALE_TWO, BIT_SIZE * numBytes - 1.0) < Math.pow(SCALE_TEN, precision)) { + numBytes += 1; + } + return numBytes; + } + + public static byte[] longToByteArray(long data){ + long nano = data * 1000_000; + + int julianDays = (int) ((nano / NANO_SECONDS_PER_DAY) + JULIAN_EPOCH_OFFSET_DAYS); + byte[] julianDaysBytes = getBytes(julianDays); + flip(julianDaysBytes); + + long lastDayNanos = nano % NANO_SECONDS_PER_DAY; + byte[] lastDayNanosBytes = getBytes(lastDayNanos); + flip(lastDayNanosBytes); + + byte[] dst = new byte[12]; + + System.arraycopy(lastDayNanosBytes, 0, dst, 0, 8); + System.arraycopy(julianDaysBytes, 0, dst, 8, 4); + + return dst; + } + + private static byte[] getBytes(long i) { + byte[] bytes=new byte[8]; + bytes[0]=(byte)((i >> 56) & 0xFF); + bytes[1]=(byte)((i >> 48) & 0xFF); + bytes[2]=(byte)((i >> 40) & 0xFF); + bytes[3]=(byte)((i >> 32) & 0xFF); + bytes[4]=(byte)((i >> 24) & 0xFF); + bytes[5]=(byte)((i >> 16) & 0xFF); + bytes[6]=(byte)((i >> 8) & 0xFF); + bytes[7]=(byte)(i & 0xFF); + return bytes; + } + + /** + * @param bytes + */ + private static void flip(byte[] bytes) { + for(int i=0,j=bytes.length-1;i + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java index f6d802cf1b..e5e6a8ee37 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java @@ -21,10 +21,15 @@ import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.FileSystemUtil; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.RecordReader; +import org.apache.hadoop.security.UserGroupInformation; +import java.io.File; import java.io.IOException; +import java.util.HashMap; import java.util.List; import java.util.Map; @@ -36,6 +41,8 @@ */ public abstract class BaseHdfsInputFormat extends BaseRichInputFormat { + private static final String PARTITION_SPLIT_CHAR = "="; + protected Map hadoopConfig; protected List metaColumns; @@ -61,14 +68,25 @@ public abstract class BaseHdfsInputFormat extends BaseRichInputFormat { protected Object value; - protected boolean isFileEmpty = false; - protected String filterRegex; + protected transient UserGroupInformation ugi; + + protected boolean openKerberos; + + protected String currentPartition; + + protected transient FileSystem fs; + @Override public void openInputFormat() throws IOException { super.openInputFormat(); conf = buildConfig(); + + openKerberos = FileSystemUtil.isOpenKerberos(hadoopConfig); + if (openKerberos) { + ugi = FileSystemUtil.getUGI(hadoopConfig, defaultFs); + } } protected JobConf buildConfig() { @@ -81,7 +99,7 @@ protected JobConf buildConfig() { @Override public boolean reachedEnd() throws IOException { - return isFileEmpty || !recordReader.next(key, value); + return !recordReader.next(key, value); } @Override @@ -91,4 +109,27 @@ public void closeInternal() throws IOException { } } + /** + * 从hdfs路径中获取当前分区信息 + * @param path hdfs路径 + */ + public void findCurrentPartition(Path path){ + Map map = new HashMap<>(16); + String pathStr = path.getParent().toString(); + int index; + while((index = pathStr.lastIndexOf(PARTITION_SPLIT_CHAR)) > 0){ + int i = pathStr.lastIndexOf(File.separator); + String name = pathStr.substring(i + 1, index); + String value = pathStr.substring(index + 1); + map.put(name, value); + pathStr = pathStr.substring(0, i); + } + + for (MetaColumn column : metaColumns) { + if(column.getPart()){ + column.setValue(map.get(column.getName())); + } + } + } + } diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormat.java index a87d704310..6f48d4e404 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormat.java @@ -22,21 +22,25 @@ import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import org.apache.hadoop.fs.*; -import org.apache.hadoop.hive.ql.io.orc.*; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.ql.io.orc.OrcFile; +import org.apache.hadoop.hive.ql.io.orc.OrcInputFormat; +import org.apache.hadoop.hive.ql.io.orc.OrcSerde; +import org.apache.hadoop.hive.ql.io.orc.OrcSplit; import org.apache.hadoop.hive.serde2.objectinspector.StructField; import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.Reporter; -import java.io.ByteArrayInputStream; -import java.io.ByteArrayOutputStream; -import java.io.DataInputStream; -import java.io.DataOutputStream; -import java.io.IOException; +import org.apache.hadoop.security.UserGroupInformation; + +import java.io.*; +import java.security.PrivilegedAction; import java.util.*; +import java.util.concurrent.atomic.AtomicBoolean; /** * The subclass of HdfsInputFormat which handles orc files @@ -46,99 +50,102 @@ */ public class HdfsOrcInputFormat extends BaseHdfsInputFormat { - private transient OrcSerde orcSerde; - private transient String[] fullColNames; - private transient String[] fullColTypes; - private transient StructObjectInspector inspector; private transient List fields; private static final String COMPLEX_FIELD_TYPE_SYMBOL_REGEX = ".*(<|>|\\{|}|[|]).*"; + private AtomicBoolean isInit = new AtomicBoolean(false); + @Override - public void openInputFormat() throws IOException{ + public void openInputFormat() throws IOException { super.openInputFormat(); + inputFormat = new OrcInputFormat(); + } + + @Override + public void openInternal(InputSplit inputSplit) throws IOException { + HdfsOrcInputSplit hdfsOrcInputSplit = (HdfsOrcInputSplit) inputSplit; + OrcSplit orcSplit = hdfsOrcInputSplit.getOrcSplit(); - FileSystem fs; try { - fs = FileSystemUtil.getFileSystem(hadoopConfig, defaultFs); + if (!isInit.get()) { + init(orcSplit.getPath()); + isInit.set(true); + } } catch (Exception e) { - throw new RuntimeException(e); + throw new IOException("初始化[inspector]出错", e); } - orcSerde = new OrcSerde(); - inputFormat = new OrcInputFormat(); - org.apache.hadoop.hive.ql.io.orc.Reader reader = null; - try { - OrcFile.ReaderOptions readerOptions = OrcFile.readerOptions(conf); - readerOptions.filesystem(fs); - - Path path = new Path(inputPath); - String typeStruct = null; - - if(fs.isDirectory(path)) { - RemoteIterator iterator = fs.listFiles(path, true); - while(iterator.hasNext()) { - FileStatus fileStatus = iterator.next(); - if(fileStatus.isFile() && fileStatus.getLen() > 49) { - Path subPath = fileStatus.getPath(); - reader = OrcFile.createReader(subPath, readerOptions); - typeStruct = reader.getObjectInspector().getTypeName(); - if(StringUtils.isNotEmpty(typeStruct)) { - break; - } + if (openKerberos) { + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + try { + openOrcReader(inputSplit); + } catch (Exception e) { + throw new RuntimeException(e); } - } - if(reader == null) { - //throw new RuntimeException("orcfile dir is empty!"); - LOG.error("orc file {} is empty!", inputPath); - isFileEmpty = true; - return; + return null; } + }); + } else { + openOrcReader(inputSplit); + } + } - } else { - reader = OrcFile.createReader(path, readerOptions); - typeStruct = reader.getObjectInspector().getTypeName(); - } + private void openOrcReader(InputSplit inputSplit) throws IOException{ + numReadCounter = getRuntimeContext().getLongCounter("numRead"); + HdfsOrcInputSplit hdfsOrcInputSplit = (HdfsOrcInputSplit) inputSplit; + OrcSplit orcSplit = hdfsOrcInputSplit.getOrcSplit(); + recordReader = inputFormat.getRecordReader(orcSplit, conf, Reporter.NULL); + key = recordReader.createKey(); + value = recordReader.createValue(); + fields = inspector.getAllStructFieldRefs(); + } - if (StringUtils.isEmpty(typeStruct)) { - throw new RuntimeException("can't retrieve type struct from " + path); - } + private void init(Path path) throws Exception { + OrcFile.ReaderOptions readerOptions = OrcFile.readerOptions(conf); + readerOptions.filesystem(fs); + org.apache.hadoop.hive.ql.io.orc.Reader reader = OrcFile.createReader(path, readerOptions); + String typeStruct = reader.getObjectInspector().getTypeName(); - int startIndex = typeStruct.indexOf("<") + 1; - int endIndex = typeStruct.lastIndexOf(">"); - typeStruct = typeStruct.substring(startIndex, endIndex); + if (StringUtils.isEmpty(typeStruct)) { + throw new RuntimeException("can't retrieve type struct from " + path); + } - if(typeStruct.matches(COMPLEX_FIELD_TYPE_SYMBOL_REGEX)){ - throw new RuntimeException("Field types such as array, map, and struct are not supported."); - } + int startIndex = typeStruct.indexOf("<") + 1; + int endIndex = typeStruct.lastIndexOf(">"); + typeStruct = typeStruct.substring(startIndex, endIndex); - List cols = parseColumnAndType(typeStruct); + if(typeStruct.matches(COMPLEX_FIELD_TYPE_SYMBOL_REGEX)){ + throw new RuntimeException("Field types such as array, map, and struct are not supported."); + } - fullColNames = new String[cols.size()]; - fullColTypes = new String[cols.size()]; + List cols = parseColumnAndType(typeStruct); - for(int i = 0; i < cols.size(); ++i) { - String[] temp = cols.get(i).split(":"); - fullColNames[i] = temp[0]; - fullColTypes[i] = temp[1]; - } + fullColNames = new String[cols.size()]; + String[] fullColTypes = new String[cols.size()]; - Properties p = new Properties(); - p.setProperty("columns", StringUtils.join(fullColNames, ",")); - p.setProperty("columns.types", StringUtils.join(fullColTypes, ":")); - orcSerde.initialize(conf, p); + for(int i = 0; i < cols.size(); ++i) { + String[] temp = cols.get(i).split(":"); + fullColNames[i] = temp[0]; + fullColTypes[i] = temp[1]; + } - this.inspector = (StructObjectInspector) orcSerde.getObjectInspector(); + Properties p = new Properties(); + p.setProperty("columns", StringUtils.join(fullColNames, ",")); + p.setProperty("columns.types", StringUtils.join(fullColTypes, ":")); - } catch (Throwable e) { - throw new RuntimeException(e); - } + OrcSerde orcSerde = new OrcSerde(); + orcSerde.initialize(conf, p); + + this.inspector = (StructObjectInspector) orcSerde.getObjectInspector(); } private List parseColumnAndType(String typeStruct){ @@ -175,12 +182,25 @@ private List parseColumnAndType(String typeStruct){ @Override public HdfsOrcInputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { - try { - FileSystemUtil.getFileSystem(hadoopConfig, defaultFs); - } catch (Exception e) { - throw new IOException(e); + if (FileSystemUtil.isOpenKerberos(hadoopConfig)) { + UserGroupInformation ugi = FileSystemUtil.getUGI(hadoopConfig, defaultFs); + LOG.info("user:{}, ", ugi.getShortUserName()); + return ugi.doAs(new PrivilegedAction() { + @Override + public HdfsOrcInputSplit[] run() { + try { + return createOrcSplit(minNumSplits); + } catch (Exception e) { + throw new RuntimeException(e); + } + } + }); + } else { + return createOrcSplit(minNumSplits); } + } + private HdfsOrcInputSplit[] createOrcSplit(int minNumSplits) throws IOException{ JobConf jobConf = FileSystemUtil.getJobConf(hadoopConfig, defaultFs); org.apache.hadoop.mapred.FileInputFormat.setInputPaths(jobConf, inputPath); org.apache.hadoop.mapred.FileInputFormat.setInputPathFilter(buildConfig(), HdfsPathFilter.class); @@ -204,24 +224,6 @@ public HdfsOrcInputSplit[] createInputSplitsInternal(int minNumSplits) throws IO return null; } - - @Override - public void openInternal(InputSplit inputSplit) throws IOException { - - if(isFileEmpty){ - return; - } - - numReadCounter = getRuntimeContext().getLongCounter("numRead"); - HdfsOrcInputSplit hdfsOrcInputSplit = (HdfsOrcInputSplit) inputSplit; - OrcSplit orcSplit = hdfsOrcInputSplit.getOrcSplit(); - recordReader = inputFormat.getRecordReader(orcSplit, conf, Reporter.NULL); - key = recordReader.createKey(); - value = recordReader.createValue(); - fields = inspector.getAllStructFieldRefs(); - } - - @Override public Row nextRecordInternal(Row row) throws IOException { if(metaColumns.size() == 1 && ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName())){ @@ -239,17 +241,17 @@ public Row nextRecordInternal(Row row) throws IOException { MetaColumn metaColumn = metaColumns.get(i); Object val = null; - if(metaColumn.getIndex() != -1){ + if(metaColumn.getValue() != null){ + val = metaColumn.getValue(); + }else if(metaColumn.getIndex() != -1){ val = inspector.getStructFieldData(value, fields.get(metaColumn.getIndex())); if (val == null && metaColumn.getValue() != null){ val = metaColumn.getValue(); } - } else if(metaColumn.getValue() != null){ - val = metaColumn.getValue(); } if(val instanceof String || val instanceof org.apache.hadoop.io.Text){ - val = HdfsUtil.string2col(String.valueOf(val),metaColumn.getType(),metaColumn.getTimeFormat()); + val = StringUtil.string2col(String.valueOf(val), metaColumn.getType(), metaColumn.getTimeFormat()); } else if(val != null){ val = HdfsUtil.getWritableValue(val); } @@ -291,5 +293,4 @@ public int getSplitNumber() { return splitNumber; } } - } diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java index 16fb276495..565c0a49b2 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java @@ -20,9 +20,9 @@ import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.enums.ColumnType; -import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.StringUtil; import com.google.common.collect.Lists; import com.google.common.primitives.Ints; import com.google.common.primitives.Longs; @@ -43,6 +43,7 @@ import java.io.IOException; import java.math.BigDecimal; import java.math.BigInteger; +import java.security.PrivilegedAction; import java.sql.Timestamp; import java.util.ArrayList; import java.util.Iterator; @@ -75,6 +76,8 @@ public class HdfsParquetInputFormat extends BaseHdfsInputFormat { private static final long NANOS_PER_MILLISECOND = TimeUnit.MILLISECONDS.toNanos(1); + private static final int TIMESTAMP_BINARY_LENGTH = 12; + @Override protected void openInternal(InputSplit inputSplit) throws IOException { currentSplitFilePaths = ((HdfsParquetSplit)inputSplit).getPaths(); @@ -82,14 +85,33 @@ protected void openInternal(InputSplit inputSplit) throws IOException { private boolean nextLine() throws IOException{ if (currentFileReader == null && currentFileIndex <= currentSplitFilePaths.size()-1){ - nextFile(); + if (openKerberos) { + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + try { + nextFile(); + return null; + } catch (Exception e) { + throw new RuntimeException(e); + } + } + }); + } else { + nextFile(); + } } if (currentFileReader == null){ return false; } - currentLine = currentFileReader.read(); + if (openKerberos) { + currentLine = nextLineWithKerberos(); + } else { + currentLine = currentFileReader.read(); + } + if (fullColNames == null && currentLine != null){ fullColNames = new ArrayList<>(); fullColTypes = new ArrayList<>(); @@ -117,11 +139,24 @@ private boolean nextLine() throws IOException{ return currentLine != null; } + private Group nextLineWithKerberos() { + return ugi.doAs(new PrivilegedAction() { + @Override + public Group run() { + try { + return currentFileReader.read(); + } catch (IOException e) { + throw new RuntimeException(e); + } + } + }); + } + private void nextFile() throws IOException{ - String path = currentSplitFilePaths.get(currentFileIndex); - ParquetReader.Builder reader = ParquetReader.builder(new GroupReadSupport(), new Path(path)).withConf(conf); + Path path = new Path(currentSplitFilePaths.get(currentFileIndex)); + findCurrentPartition(path); + ParquetReader.Builder reader = ParquetReader.builder(new GroupReadSupport(), path).withConf(conf); currentFileReader = reader.build(); - currentFileIndex++; } @@ -139,22 +174,20 @@ protected Row nextRecordInternal(Row row) throws IOException { MetaColumn metaColumn = metaColumns.get(i); Object val = null; - if(metaColumn.getIndex() != -1){ - if (metaColumn.getIndex() < currentLine.getType().getFieldCount()) { - if(currentLine.getFieldRepetitionCount(metaColumn.getIndex()) > 0){ - val = getData(currentLine,metaColumn.getType(),metaColumn.getIndex()); - } + if (metaColumn.getValue() != null){ + val = metaColumn.getValue(); + }else if(metaColumn.getIndex() != -1){ + if(currentLine.getFieldRepetitionCount(metaColumn.getIndex()) > 0){ + val = getData(currentLine,metaColumn.getType(),metaColumn.getIndex()); + } - if (val == null && metaColumn.getValue() != null){ - val = metaColumn.getValue(); - } + if (val == null && metaColumn.getValue() != null){ + val = metaColumn.getValue(); } - } else if (metaColumn.getValue() != null){ - val = metaColumn.getValue(); } if(val instanceof String){ - val = HdfsUtil.string2col(String.valueOf(val),metaColumn.getType(),metaColumn.getTimeFormat()); + val = StringUtil.string2col(String.valueOf(val), metaColumn.getType(), metaColumn.getTimeFormat()); } row.setField(i,val); @@ -169,7 +202,7 @@ public boolean reachedEnd() throws IOException { return !nextLine(); } - private Object getData(Group currentLine,String type,int index){ + public Object getData(Group currentLine,String type,int index){ Object data = null; ColumnType columnType = ColumnType.fromString(type); @@ -302,13 +335,12 @@ private static List getAllPartitionPath(String tableLocation, FileSystem private String getTypeName(String method){ String typeName; switch (method){ + case "getBoolean": case "getInteger" : typeName = "int";break; case "getInt96" : typeName = "bigint";break; case "getFloat" : typeName = "float";break; case "getDouble" : typeName = "double";break; case "getBinary" : typeName = "binary";break; - case "getString" : typeName = "string";break; - case "getBoolean" : typeName = "int";break; default:typeName = "string"; } @@ -319,11 +351,11 @@ private String getTypeName(String method){ * @param timestampBinary * @return */ - private long getTimestampMillis(Binary timestampBinary) - { - if (timestampBinary.length() != 12) { + private long getTimestampMillis(Binary timestampBinary) { + if (timestampBinary.length() != TIMESTAMP_BINARY_LENGTH) { return 0; } + byte[] bytes = timestampBinary.getBytes(); long timeOfDayNanos = Longs.fromBytes(bytes[7], bytes[6], bytes[5], bytes[4], bytes[3], bytes[2], bytes[1], bytes[0]); diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java index 5e3cea2a94..d4291741f0 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java @@ -43,9 +43,9 @@ public class HdfsReader extends BaseDataReader { protected String fileType; protected String path; protected String fieldDelimiter; - private List metaColumns; + protected List metaColumns; protected Map hadoopConfig; - private String filterRegex; + protected String filterRegex; public HdfsReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java index 2ba2b1c363..f7d2dac2b7 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java @@ -22,25 +22,25 @@ import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.FileSystemUtil; -import jodd.util.StringUtil; +import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.io.output.ByteArrayOutputStream; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; +import org.apache.hadoop.mapred.FileSplit; import org.apache.hadoop.mapred.JobConf; -import org.apache.hadoop.mapred.TextInputFormat; import org.apache.hadoop.mapred.Reporter; -import org.apache.hadoop.mapred.FileSplit; +import org.apache.hadoop.mapred.TextInputFormat; +import org.apache.hadoop.security.UserGroupInformation; import java.io.ByteArrayInputStream; import java.io.DataInputStream; import java.io.DataOutputStream; import java.io.IOException; -import java.nio.charset.Charset; -import java.nio.charset.UnsupportedCharsetException; -import java.util.Map; +import java.security.PrivilegedAction; /** * The subclass of HdfsInputFormat which handles text files @@ -59,12 +59,25 @@ public void openInputFormat() throws IOException { @Override public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { - try { - FileSystemUtil.getFileSystem(hadoopConfig, defaultFs); - } catch (Exception e) { - throw new IOException(e); + if (FileSystemUtil.isOpenKerberos(hadoopConfig)) { + UserGroupInformation ugi = FileSystemUtil.getUGI(hadoopConfig, defaultFs); + LOG.info("user:{}, ", ugi.getShortUserName()); + return ugi.doAs(new PrivilegedAction() { + @Override + public InputSplit[] run() { + try { + return createTextSplit(minNumSplits); + } catch (Exception e) { + throw new RuntimeException(e); + } + } + }); + } else { + return createTextSplit(minNumSplits); } + } + private InputSplit[] createTextSplit(int minNumSplits) throws IOException{ JobConf jobConf = buildConfig(); org.apache.hadoop.mapred.FileInputFormat.setInputPathFilter(jobConf, HdfsPathFilter.class); @@ -88,8 +101,30 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOExcepti @Override public void openInternal(InputSplit inputSplit) throws IOException { + + if(openKerberos){ + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + try { + openHdfsTextReader(inputSplit); + } catch (Exception e) { + throw new RuntimeException(e); + } + + return null; + } + }); + }else{ + openHdfsTextReader(inputSplit); + } + + } + + private void openHdfsTextReader(InputSplit inputSplit) throws IOException{ HdfsTextInputSplit hdfsTextInputSplit = (HdfsTextInputSplit) inputSplit; org.apache.hadoop.mapred.InputSplit fileSplit = hdfsTextInputSplit.getTextSplit(); + findCurrentPartition(((FileSplit) fileSplit).getPath()); recordReader = inputFormat.getRecordReader(fileSplit, conf, Reporter.NULL); key = new LongWritable(); value = new Text(); @@ -98,7 +133,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { @Override public Row nextRecordInternal(Row row) throws IOException { String line = new String(((Text)value).getBytes(), 0, ((Text)value).getLength(), charsetName); - String[] fields = line.split(delimiter); + String[] fields = StringUtils.splitPreserveAllTokens(line, delimiter); if (metaColumns.size() == 1 && ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName())){ row = new Row(fields.length); @@ -121,7 +156,7 @@ public Row nextRecordInternal(Row row) throws IOException { } if(value != null){ - value = HdfsUtil.string2col(String.valueOf(value),metaColumn.getType(),metaColumn.getTimeFormat()); + value = StringUtil.string2col(String.valueOf(value), metaColumn.getType(),metaColumn.getTimeFormat()); } row.setField(i, value); @@ -135,69 +170,7 @@ public Row nextRecordInternal(Row row) throws IOException { public boolean reachedEnd() throws IOException { key = new LongWritable(); value = new Text(); - return isFileEmpty || !recordReader.next(key, value); - } - - - public static class HdfsTextInputFormatBuilder { - - private HdfsTextInputFormat format; - - private HdfsTextInputFormatBuilder() { - format = new HdfsTextInputFormat(); - } - - public HdfsTextInputFormatBuilder setHadoopConfig(Map hadoopConfig) { - format.hadoopConfig = hadoopConfig; - return this; - } - - public HdfsTextInputFormatBuilder setInputPaths(String inputPaths) { - format.inputPath = inputPaths; - return this; - } - - public HdfsTextInputFormatBuilder setBytes(long bytes) { - format.bytes = bytes; - return this; - } - - public HdfsTextInputFormatBuilder setMonitorUrls(String monitorUrls) { - format.monitorUrls = monitorUrls; - return this; - } - - public HdfsTextInputFormatBuilder setDelimiter(String delimiter) { - if(delimiter == null) { - delimiter = "\\001"; - } - format.delimiter = delimiter; - return this; - } - - public HdfsTextInputFormatBuilder setDefaultFs(String defaultFs) { - format.defaultFs = defaultFs; - return this; - } - - public HdfsTextInputFormatBuilder setcharsetName (String charsetName) { - if(StringUtil.isNotEmpty(charsetName)) { - if(!Charset.isSupported(charsetName)) { - throw new UnsupportedCharsetException("The charset " + charsetName + " is not supported."); - } - this.format.charsetName = charsetName; - } - - return this; - } - - public HdfsTextInputFormat finish() { - return format; - } - } - - public static HdfsTextInputFormatBuilder buildHdfsTextInputFormat() { - return new HdfsTextInputFormatBuilder(); + return !recordReader.next(key, value); } static class HdfsTextInputSplit implements InputSplit { @@ -229,5 +202,4 @@ public int getSplitNumber() { return splitNumber; } } - } \ No newline at end of file diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/org/apache/hadoop/hive/ql/io/orc/OrcInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/org/apache/hadoop/hive/ql/io/orc/OrcInputFormat.java new file mode 100644 index 0000000000..a01ea427df --- /dev/null +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/org/apache/hadoop/hive/ql/io/orc/OrcInputFormat.java @@ -0,0 +1,1221 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.hadoop.hive.ql.io.orc; + +import com.google.common.cache.Cache; +import com.google.common.cache.CacheBuilder; +import com.google.common.util.concurrent.ThreadFactoryBuilder; +import org.apache.commons.logging.Log; +import org.apache.commons.logging.LogFactory; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.BlockLocation; +import org.apache.hadoop.fs.FileStatus; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.common.ValidReadTxnList; +import org.apache.hadoop.hive.common.ValidTxnList; +import org.apache.hadoop.hive.conf.HiveConf; +import org.apache.hadoop.hive.conf.HiveConf.ConfVars; +import org.apache.hadoop.hive.metastore.api.hive_metastoreConstants; +import org.apache.hadoop.hive.ql.exec.Utilities; +import org.apache.hadoop.hive.ql.exec.vector.VectorizedInputFormatInterface; +import org.apache.hadoop.hive.ql.io.*; +import org.apache.hadoop.hive.ql.io.sarg.PredicateLeaf; +import org.apache.hadoop.hive.ql.io.sarg.SearchArgument; +import org.apache.hadoop.hive.ql.io.sarg.SearchArgument.TruthValue; +import org.apache.hadoop.hive.ql.io.sarg.SearchArgumentFactory; +import org.apache.hadoop.hive.ql.log.PerfLogger; +import org.apache.hadoop.hive.ql.plan.TableScanDesc; +import org.apache.hadoop.hive.serde2.ColumnProjectionUtils; +import org.apache.hadoop.hive.serde2.SerDeStats; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; +import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector; +import org.apache.hadoop.hive.shims.HadoopShims; +import org.apache.hadoop.hive.shims.ShimLoader; +import org.apache.hadoop.io.LongWritable; +import org.apache.hadoop.io.NullWritable; +import org.apache.hadoop.mapred.*; +import org.apache.hadoop.util.StringUtils; + +import java.io.IOException; +import java.util.*; +import java.util.concurrent.ExecutorService; +import java.util.concurrent.Executors; +import java.util.concurrent.TimeUnit; +import java.util.concurrent.atomic.AtomicInteger; +/** + * A MapReduce/Hive input format for ORC files. + *

+ * This class implements both the classic InputFormat, which stores the rows + * directly, and AcidInputFormat, which stores a series of events with the + * following schema: + * 

+ *   class AcidEvent<ROW> {
+ *     enum ACTION {INSERT, UPDATE, DELETE}
+ *     ACTION operation;
+ *     long originalTransaction;
+ *     int bucket;
+ *     long rowId;
+ *     long currentTransaction;
+ *     ROW row;
+ *   }
+ *
+ * Each AcidEvent object corresponds to an update event. The + * originalTransaction, bucket, and rowId are the unique identifier for the row. + * The operation and currentTransaction are the operation and the transaction + * that added this event. Insert and update events include the entire row, while + * delete events have null for row. + */ +public class OrcInputFormat implements InputFormat, + InputFormatChecker, VectorizedInputFormatInterface, + AcidInputFormat, + CombineHiveInputFormat.AvoidSplitCombination { + + static final HadoopShims SHIMS = ShimLoader.getHadoopShims(); + static final String MIN_SPLIT_SIZE = + SHIMS.getHadoopConfNames().get("MAPREDMINSPLITSIZE"); + static final String MAX_SPLIT_SIZE = + SHIMS.getHadoopConfNames().get("MAPREDMAXSPLITSIZE"); + static final String SARG_PUSHDOWN = "sarg.pushdown"; + private static final Log LOG = LogFactory.getLog(OrcInputFormat.class); + private static final long DEFAULT_MIN_SPLIT_SIZE = 16 * 1024 * 1024; + private static final long DEFAULT_MAX_SPLIT_SIZE = 256 * 1024 * 1024; + + private static final PerfLogger perfLogger = PerfLogger.getPerfLogger(); + private static final String CLASS_NAME = ReaderImpl.class.getName(); + + /** + * When picking the hosts for a split that crosses block boundaries, + * any drop any host that has fewer than MIN_INCLUDED_LOCATION of the + * number of bytes available on the host with the most. + * If host1 has 10MB of the split, host2 has 20MB, and host3 has 18MB the + * split will contain host2 (100% of host2) and host3 (90% of host2). Host1 + * with 50% will be dropped. + */ + private static final double MIN_INCLUDED_LOCATION = 0.80; + + /** + * Get the root column for the row. In ACID format files, it is offset by + * the extra metadata columns. + * @param isOriginal is the file in the original format? + * @return the column number for the root of row. + */ + private static int getRootColumn(boolean isOriginal) { + return isOriginal ? 0 : (OrcRecordUpdater.ROW + 1); + } + + public static RecordReader createReaderFromFile(Reader file, + Configuration conf, + long offset, long length + ) throws IOException { + Reader.Options options = new Reader.Options().range(offset, length); + boolean isOriginal = + !file.hasMetadataValue(OrcRecordUpdater.ACID_KEY_INDEX_NAME); + List types = file.getTypes(); + setIncludedColumns(options, types, conf, isOriginal); + setSearchArgument(options, types, conf, isOriginal); + return file.rowsOptions(options); + } + + /** + * Recurse down into a type subtree turning on all of the sub-columns. + * @param types the types of the file + * @param result the global view of columns that should be included + * @param typeId the root of tree to enable + * @param rootColumn the top column + */ + private static void includeColumnRecursive(List types, + boolean[] result, + int typeId, + int rootColumn) { + result[typeId - rootColumn] = true; + OrcProto.Type type = types.get(typeId); + int children = type.getSubtypesCount(); + for(int i=0; i < children; ++i) { + includeColumnRecursive(types, result, type.getSubtypes(i), rootColumn); + } + } + + /** + * Take the configuration and figure out which columns we need to include. + * @param options the options to update + * @param types the types for the file + * @param conf the configuration + * @param isOriginal is the file in the original format? + */ + static void setIncludedColumns(Reader.Options options, + List types, + Configuration conf, + boolean isOriginal) { + int rootColumn = getRootColumn(isOriginal); + if (!ColumnProjectionUtils.isReadAllColumns(conf)) { + int numColumns = types.size() - rootColumn; + boolean[] result = new boolean[numColumns]; + result[0] = true; + OrcProto.Type root = types.get(rootColumn); + List included = ColumnProjectionUtils.getReadColumnIDs(conf); + for(int i=0; i < root.getSubtypesCount(); ++i) { + if (included.contains(i)) { + includeColumnRecursive(types, result, root.getSubtypes(i), + rootColumn); + } + } + options.include(result); + } else { + options.include(null); + } + } + + static void setSearchArgument(Reader.Options options, + List types, + Configuration conf, + boolean isOriginal) { + int rootColumn = getRootColumn(isOriginal); + String serializedPushdown = conf.get(TableScanDesc.FILTER_EXPR_CONF_STR); + String sargPushdown = conf.get(SARG_PUSHDOWN); + String columnNamesString = + conf.get(ColumnProjectionUtils.READ_COLUMN_NAMES_CONF_STR); + if ((sargPushdown == null && serializedPushdown == null) + || columnNamesString == null) { + LOG.debug("No ORC pushdown predicate"); + options.searchArgument(null, null); + } else { + SearchArgument sarg; + if (serializedPushdown != null) { + sarg = SearchArgumentFactory.create + (Utilities.deserializeExpression(serializedPushdown)); + } else { + sarg = SearchArgumentFactory.create(sargPushdown); + } + LOG.info("ORC pushdown predicate: " + sarg); + String[] neededColumnNames = columnNamesString.split(","); + String[] columnNames = new String[types.size() - rootColumn]; + boolean[] includedColumns = options.getInclude(); + int i = 0; + for(int columnId: types.get(rootColumn).getSubtypesList()) { + if (includedColumns == null || includedColumns[columnId - rootColumn]) { + // this is guaranteed to be positive because types only have children + // ids greater than their own id. + columnNames[columnId - rootColumn] = neededColumnNames[i++]; + } + } + options.searchArgument(sarg, columnNames); + } + } + + /** + * Get the list of input {@link Path}s for the map-reduce job. + * + * @param conf The configuration of the job + * @return the list of input {@link Path}s for the map-reduce job. + */ + static Path[] getInputPaths(Configuration conf) throws IOException { + String dirs = conf.get("mapred.input.dir"); + if (dirs == null) { + throw new IOException("Configuration mapred.input.dir is not defined."); + } + String [] list = StringUtils.split(dirs); + Path[] result = new Path[list.length]; + for (int i = 0; i < list.length; i++) { + result[i] = new Path(StringUtils.unEscapeString(list[i])); + } + return result; + } + + static List generateSplitsInfo(Configuration conf) + throws IOException { + // use threads to resolve directories into splits + Context context = new Context(conf); + for(Path dir: getInputPaths(conf)) { + FileSystem fs = dir.getFileSystem(conf); + context.schedule(new FileGenerator(context, fs, dir)); + } + context.waitForTasks(); + // deal with exceptions + if (!context.errors.isEmpty()) { + List errors = + new ArrayList(context.errors.size()); + for(Throwable th: context.errors) { + if (th instanceof IOException) { + errors.add((IOException) th); + } else { + throw new RuntimeException("serious problem", th); + } + } + throw new InvalidInputException(errors); + } + if (context.cacheStripeDetails) { + LOG.info("FooterCacheHitRatio: " + context.cacheHitCounter.get() + "/" + + context.numFilesCounter.get()); + } + return context.splits; + } + + static Path findOriginalBucket(FileSystem fs, + Path directory, + int bucket) throws IOException { + for(FileStatus stat: fs.listStatus(directory)) { + String name = stat.getPath().getName(); + String numberPart = name.substring(0, name.indexOf('_')); + if (org.apache.commons.lang3.StringUtils.isNumeric(numberPart) && + Integer.parseInt(numberPart) == bucket) { + return stat.getPath(); + } + } + throw new IllegalArgumentException("Can't find bucket " + bucket + " in " + + directory); + } + + @Override + public boolean shouldSkipCombine(Path path, + Configuration conf) throws IOException { + return (conf.get(AcidUtils.CONF_ACID_KEY) != null) || AcidUtils.isAcid(path, conf); + } + + @Override + public boolean validateInput(FileSystem fs, HiveConf conf, + ArrayList files + ) throws IOException { + + if (Utilities.isVectorMode(conf)) { + return new VectorizedOrcInputFormat().validateInput(fs, conf, files); + } + + if (files.size() <= 0) { + return false; + } + for (FileStatus file : files) { + try { + OrcFile.createReader(file.getPath(), + OrcFile.readerOptions(conf).filesystem(fs)); + } catch (IOException e) { + return false; + } + } + return true; + } + + @Override + public InputSplit[] getSplits(JobConf job, + int numSplits) throws IOException { + perfLogger.PerfLogBegin(CLASS_NAME, PerfLogger.ORC_GET_SPLITS); + List result = generateSplitsInfo(job); + perfLogger.PerfLogEnd(CLASS_NAME, PerfLogger.ORC_GET_SPLITS); + return result.toArray(new InputSplit[result.size()]); + } + + @SuppressWarnings("unchecked") + private org.apache.hadoop.mapred.RecordReader + createVectorizedReader(InputSplit split, JobConf conf, Reporter reporter + ) throws IOException { + return (org.apache.hadoop.mapred.RecordReader) + new VectorizedOrcInputFormat().getRecordReader(split, conf, reporter); + } + + @Override + public org.apache.hadoop.mapred.RecordReader + getRecordReader(InputSplit inputSplit, JobConf conf, + Reporter reporter) throws IOException { + boolean vectorMode = Utilities.isVectorMode(conf); + + // if HiveCombineInputFormat gives us FileSplits instead of OrcSplits, + // we know it is not ACID. (see a check in CombineHiveInputFormat.getSplits() that assures this) + if (inputSplit.getClass() == FileSplit.class) { + if (vectorMode) { + return createVectorizedReader(inputSplit, conf, reporter); + } + return new OrcRecordReader(OrcFile.createReader( + ((FileSplit) inputSplit).getPath(), + OrcFile.readerOptions(conf)), conf, (FileSplit) inputSplit); + } + + OrcSplit split = (OrcSplit) inputSplit; + reporter.setStatus(inputSplit.toString()); + + Options options = new Options(conf).reporter(reporter); + final RowReader inner = getReader(inputSplit, options); + + + /*Even though there are no delta files, we still need to produce row ids so that an + * UPDATE or DELETE statement would work on a table which didn't have any previous updates*/ + if (split.isOriginal() && split.getDeltas().isEmpty()) { + if (vectorMode) { + return createVectorizedReader(inputSplit, conf, reporter); + } else { + return new NullKeyRecordReader(inner, conf); + } + } + + if (vectorMode) { + return (org.apache.hadoop.mapred.RecordReader) + new VectorizedOrcAcidRowReader(inner, conf, (FileSplit) inputSplit); + } + return new NullKeyRecordReader(inner, conf); + } + + @Override + public RowReader getReader(InputSplit inputSplit, + Options options) throws IOException { + final OrcSplit split = (OrcSplit) inputSplit; + final Path path = split.getPath(); + Path root; + if (split.hasBase()) { + if (split.isOriginal()) { + root = path.getParent(); + } else { + root = path.getParent().getParent(); + } + } else { + root = path; + } + final Path[] deltas = AcidUtils.deserializeDeltas(root, split.getDeltas()); + final Configuration conf = options.getConfiguration(); + final Reader reader; + final int bucket; + Reader.Options readOptions = new Reader.Options(); + readOptions.range(split.getStart(), split.getLength()); + if (split.hasBase()) { + bucket = AcidUtils.parseBaseBucketFilename(split.getPath(), conf) + .getBucket(); + reader = OrcFile.createReader(path, OrcFile.readerOptions(conf)); + final List types = reader.getTypes(); + setIncludedColumns(readOptions, types, conf, split.isOriginal()); + setSearchArgument(readOptions, types, conf, split.isOriginal()); + } else { + bucket = (int) split.getStart(); + reader = null; + } + String txnString = conf.get(ValidTxnList.VALID_TXNS_KEY, + Long.MAX_VALUE + ":"); + ValidTxnList validTxnList = new ValidReadTxnList(txnString); + final OrcRawRecordMerger records = + new OrcRawRecordMerger(conf, true, reader, split.isOriginal(), bucket, + validTxnList, readOptions, deltas); + return new RowReader() { + OrcStruct innerRecord = records.createValue(); + + @Override + public ObjectInspector getObjectInspector() { + return ((StructObjectInspector) records.getObjectInspector()) + .getAllStructFieldRefs().get(OrcRecordUpdater.ROW) + .getFieldObjectInspector(); + } + + @Override + public boolean next(RecordIdentifier recordIdentifier, + OrcStruct orcStruct) throws IOException { + boolean result; + // filter out the deleted records + do { + result = records.next(recordIdentifier, innerRecord); + } while (result && + OrcRecordUpdater.getOperation(innerRecord) == + OrcRecordUpdater.DELETE_OPERATION); + if (result) { + // swap the fields with the passed in orcStruct + orcStruct.linkFields(OrcRecordUpdater.getRow(innerRecord)); + } + return result; + } + + @Override + public RecordIdentifier createKey() { + return records.createKey(); + } + + @Override + public OrcStruct createValue() { + return new OrcStruct(records.getColumns()); + } + + @Override + public long getPos() throws IOException { + return records.getPos(); + } + + @Override + public void close() throws IOException { + records.close(); + } + + @Override + public float getProgress() throws IOException { + return records.getProgress(); + } + }; + } + + @Override + public RawReader getRawReader(Configuration conf, + boolean collapseEvents, + int bucket, + ValidTxnList validTxnList, + Path baseDirectory, + Path[] deltaDirectory + ) throws IOException { + Reader reader = null; + boolean isOriginal = false; + if (baseDirectory != null) { + Path bucketFile; + if (baseDirectory.getName().startsWith(AcidUtils.BASE_PREFIX)) { + bucketFile = AcidUtils.createBucketFile(baseDirectory, bucket); + } else { + isOriginal = true; + bucketFile = findOriginalBucket(baseDirectory.getFileSystem(conf), + baseDirectory, bucket); + } + reader = OrcFile.createReader(bucketFile, OrcFile.readerOptions(conf)); + } + return new OrcRawRecordMerger(conf, collapseEvents, reader, isOriginal, + bucket, validTxnList, new Reader.Options(), deltaDirectory); + } + + private static class OrcRecordReader + implements org.apache.hadoop.mapred.RecordReader, + StatsProvidingRecordReader { + private final RecordReader reader; + private final long offset; + private final long length; + private final int numColumns; + private final Reader file; + private final SerDeStats stats; + private float progress = 0.0f; + + + OrcRecordReader(Reader file, Configuration conf, + FileSplit split) throws IOException { + List types = file.getTypes(); + this.file = file; + numColumns = (types.size() == 0) ? 0 : types.get(0).getSubtypesCount(); + this.offset = split.getStart(); + this.length = split.getLength(); + this.reader = createReaderFromFile(file, conf, offset, length); + this.stats = new SerDeStats(); + } + + @Override + public boolean next(NullWritable key, OrcStruct value) throws IOException { + if (reader.hasNext()) { + reader.next(value); + progress = reader.getProgress(); + return true; + } else { + return false; + } + } + + @Override + public NullWritable createKey() { + return NullWritable.get(); + } + + @Override + public OrcStruct createValue() { + return new OrcStruct(numColumns); + } + + @Override + public long getPos() throws IOException { + return offset + (long) (progress * length); + } + + @Override + public void close() throws IOException { + reader.close(); + } + + @Override + public float getProgress() throws IOException { + return progress; + } + + @Override + public SerDeStats getStats() { + stats.setRawDataSize(file.getRawDataSize()); + stats.setRowCount(file.getNumberOfRows()); + return stats; + } + } + + /** + * The global information about the split generation that we pass around to + * the different worker threads. + */ + static class Context { + private static Cache footerCache; + private final Configuration conf; + private final ExecutorService threadPool; + private final List splits = + new ArrayList(10000); + private final int numBuckets; + private final List errors = new ArrayList(); + private final long maxSize; + private final long minSize; + private final boolean footerInSplits; + private final boolean cacheStripeDetails; + private final AtomicInteger cacheHitCounter = new AtomicInteger(0); + private final AtomicInteger numFilesCounter = new AtomicInteger(0); + private Throwable fatalError = null; + private ValidTxnList transactionList; + + /** + * A count of the number of threads that may create more work for the + * thread pool. + */ + private int schedulers = 0; + + Context(Configuration conf) { + this.conf = conf; + minSize = conf.getLong(MIN_SPLIT_SIZE, DEFAULT_MIN_SPLIT_SIZE); + maxSize = conf.getLong(MAX_SPLIT_SIZE, DEFAULT_MAX_SPLIT_SIZE); + footerInSplits = HiveConf.getBoolVar(conf, + ConfVars.HIVE_ORC_INCLUDE_FILE_FOOTER_IN_SPLITS); + numBuckets = + Math.max(conf.getInt(hive_metastoreConstants.BUCKET_COUNT, 0), 0); + LOG.debug("Number of buckets specified by conf file is " + numBuckets); + int cacheStripeDetailsSize = HiveConf.getIntVar(conf, + ConfVars.HIVE_ORC_CACHE_STRIPE_DETAILS_SIZE); + int numThreads = HiveConf.getIntVar(conf, + ConfVars.HIVE_ORC_COMPUTE_SPLITS_NUM_THREADS); + + cacheStripeDetails = (cacheStripeDetailsSize > 0); + + threadPool = Executors.newFixedThreadPool(numThreads, + new ThreadFactoryBuilder().setDaemon(true) + .setNameFormat("ORC_GET_SPLITS #%d").build()); + + synchronized (Context.class) { + if (footerCache == null && cacheStripeDetails) { + footerCache = CacheBuilder.newBuilder().concurrencyLevel(numThreads) + .initialCapacity(cacheStripeDetailsSize).softValues().build(); + } + } + String value = conf.get(ValidTxnList.VALID_TXNS_KEY, + Long.MAX_VALUE + ":"); + transactionList = new ValidReadTxnList(value); + } + + int getSchedulers() { + return schedulers; + } + + /** + * Get the Nth split. + * @param index if index >= 0, count from the front, otherwise count from + * the back. + * @return the Nth file split + */ + OrcSplit getResult(int index) { + if (index >= 0) { + return splits.get(index); + } else { + return splits.get(splits.size() + index); + } + } + + List getErrors() { + return errors; + } + + /** + * Add a unit of work. + * @param runnable the object to run + */ + synchronized void schedule(Runnable runnable) { + if (fatalError == null) { + if (runnable instanceof FileGenerator || + runnable instanceof SplitGenerator) { + schedulers += 1; + } + threadPool.execute(runnable); + } else { + throw new RuntimeException("serious problem", fatalError); + } + } + + /** + * Mark a worker that may generate more work as done. + */ + synchronized void decrementSchedulers() { + schedulers -= 1; + if (schedulers == 0) { + notify(); + } + } + + synchronized void notifyOnNonIOException(Throwable th) { + fatalError = th; + notify(); + } + + /** + * Wait until all of the tasks are done. It waits until all of the + * threads that may create more work are done and then shuts down the + * thread pool and waits for the final threads to finish. + */ + synchronized void waitForTasks() { + try { + while (schedulers != 0) { + wait(); + if (fatalError != null) { + threadPool.shutdownNow(); + throw new RuntimeException("serious problem", fatalError); + } + } + threadPool.shutdown(); + threadPool.awaitTermination(Long.MAX_VALUE, TimeUnit.DAYS); + } catch (InterruptedException ie) { + throw new IllegalStateException("interrupted", ie); + } + } + } + + /** + * Given a directory, get the list of files and blocks in those files. + * A thread is used for each directory. + */ + static final class FileGenerator implements Runnable { + private final Context context; + private final FileSystem fs; + private final Path dir; + + FileGenerator(Context context, FileSystem fs, Path dir) { + this.context = context; + this.fs = fs; + this.dir = dir; + } + + private void scheduleSplits(FileStatus file, + boolean isOriginal, + boolean hasBase, + List deltas) throws IOException{ + FileInfo info = null; + if (context.cacheStripeDetails) { + info = verifyCachedFileInfo(file); + } + new SplitGenerator(context, fs, file, info, isOriginal, deltas, + hasBase).schedule(); + } + + /** + * For each path, get the list of files and blocks that they consist of. + */ + @Override + public void run() { + try { + AcidUtils.Directory dirInfo = AcidUtils.getAcidState(dir, + context.conf, context.transactionList); + List deltas = + AcidUtils.serializeDeltas(dirInfo.getCurrentDirectories()); + Path base = dirInfo.getBaseDirectory(); + List original = dirInfo.getOriginalFiles(); + + boolean[] covered = new boolean[context.numBuckets]; + boolean isOriginal = base == null; + + // if we have a base to work from + if (base != null || !original.isEmpty()) { + + // find the base files (original or new style) + List children = original; + if (base != null) { + children = SHIMS.listLocatedStatus(fs, base, + AcidUtils.hiddenFileFilter); + } + + // for each child, schedule splits and mark off the bucket + for(FileStatus child: children) { + //update by tudou on 20200529, redmine = http://redmine.prod.dtstack.cn/issues/26286 + // make sure the file length on HDFS > 0(is not empty), otherwise an IndexOutOfBoundsException will be thrown in org.apache.hadoop.hive.ql.io.orc.ReaderImpl.extractMetaInfoFromFooter:362 + if(child.getLen() > 0){ + AcidOutputFormat.Options opts = AcidUtils.parseBaseBucketFilename + (child.getPath(), context.conf); + scheduleSplits(child, isOriginal, true, deltas); + int b = opts.getBucket(); + // If the bucket is in the valid range, mark it as covered. + // I wish Hive actually enforced bucketing all of the time. + if (b >= 0 && b < covered.length) { + covered[b] = true; + } + } + } + } + + // Generate a split for any buckets that weren't covered. + // This happens in the case where a bucket just has deltas and no + // base. + if (!deltas.isEmpty()) { + for (int b = 0; b < context.numBuckets; ++b) { + if (!covered[b]) { + synchronized (context.splits) { + context.splits.add(new OrcSplit(dir, b, 0, new String[0], null, + false, false, deltas)); + } + } + } + } + } catch (Throwable th) { + if (!(th instanceof IOException)) { + LOG.error("Unexpected Exception", th); + } + synchronized (context.errors) { + context.errors.add(th); + } + if (!(th instanceof IOException)) { + context.notifyOnNonIOException(th); + } + } finally { + context.decrementSchedulers(); + } + } + + private FileInfo verifyCachedFileInfo(FileStatus file) { + context.numFilesCounter.incrementAndGet(); + FileInfo fileInfo = Context.footerCache.getIfPresent(file.getPath()); + if (fileInfo != null) { + if (LOG.isDebugEnabled()) { + LOG.debug("Info cached for path: " + file.getPath()); + } + if (fileInfo.modificationTime == file.getModificationTime() && + fileInfo.size == file.getLen()) { + // Cached copy is valid + context.cacheHitCounter.incrementAndGet(); + return fileInfo; + } else { + // Invalidate + Context.footerCache.invalidate(file.getPath()); + if (LOG.isDebugEnabled()) { + LOG.debug("Meta-Info for : " + file.getPath() + + " changed. CachedModificationTime: " + + fileInfo.modificationTime + ", CurrentModificationTime: " + + file.getModificationTime() + + ", CachedLength: " + fileInfo.size + ", CurrentLength: " + + file.getLen()); + } + } + } else { + if (LOG.isDebugEnabled()) { + LOG.debug("Info not cached for path: " + file.getPath()); + } + } + return null; + } + } + + /** + * Split the stripes of a given file into input splits. + * A thread is used for each file. + */ + static final class SplitGenerator implements Runnable { + private final Context context; + private final FileSystem fs; + private final FileStatus file; + private final long blockSize; + private final TreeMap locations; + private final FileInfo fileInfo; + private final boolean isOriginal; + private final List deltas; + private final boolean hasBase; + private List stripes; + private ReaderImpl.FileMetaInfo fileMetaInfo; + private Metadata metadata; + private List types; + private OrcFile.WriterVersion writerVersion; + + SplitGenerator(Context context, FileSystem fs, + FileStatus file, FileInfo fileInfo, + boolean isOriginal, + List deltas, + boolean hasBase) throws IOException { + this.context = context; + this.fs = fs; + this.file = file; + this.blockSize = file.getBlockSize(); + this.fileInfo = fileInfo; + locations = SHIMS.getLocationsWithOffset(fs, file); + this.isOriginal = isOriginal; + this.deltas = deltas; + this.hasBase = hasBase; + } + + /** + * Compute the number of bytes that overlap between the two ranges. + * @param offset1 start of range1 + * @param length1 length of range1 + * @param offset2 start of range2 + * @param length2 length of range2 + * @return the number of bytes in the overlap range + */ + static long getOverlap(long offset1, long length1, + long offset2, long length2) { + long end1 = offset1 + length1; + long end2 = offset2 + length2; + if (end2 <= offset1 || end1 <= offset2) { + return 0; + } else { + return Math.min(end1, end2) - Math.max(offset1, offset2); + } + } + + Path getPath() { + return file.getPath(); + } + + void schedule() throws IOException { + if(locations.size() == 1 && file.getLen() < context.maxSize) { + String[] hosts = locations.firstEntry().getValue().getHosts(); + synchronized (context.splits) { + context.splits.add(new OrcSplit(file.getPath(), 0, file.getLen(), + hosts, fileMetaInfo, isOriginal, hasBase, deltas)); + } + } else { + // if it requires a compute task + context.schedule(this); + } + } + + @Override + public String toString() { + return "splitter(" + file.getPath() + ")"; + } + + /** + * Create an input split over the given range of bytes. The location of the + * split is based on where the majority of the byte are coming from. ORC + * files are unlikely to have splits that cross between blocks because they + * are written with large block sizes. + * @param offset the start of the split + * @param length the length of the split + * @param fileMetaInfo file metadata from footer and postscript + * @throws IOException + */ + void createSplit(long offset, long length, + ReaderImpl.FileMetaInfo fileMetaInfo) throws IOException { + String[] hosts; + Map.Entry startEntry = locations.floorEntry(offset); + BlockLocation start = startEntry.getValue(); + if (offset + length <= start.getOffset() + start.getLength()) { + // handle the single block case + hosts = start.getHosts(); + } else { + Map.Entry endEntry = locations.floorEntry(offset + length); + BlockLocation end = endEntry.getValue(); + //get the submap + NavigableMap navigableMap = locations.subMap(startEntry.getKey(), + true, endEntry.getKey(), true); + // Calculate the number of bytes in the split that are local to each + // host. + Map sizes = new HashMap(); + long maxSize = 0; + for (BlockLocation block : navigableMap.values()) { + long overlap = getOverlap(offset, length, block.getOffset(), + block.getLength()); + if (overlap > 0) { + for(String host: block.getHosts()) { + LongWritable val = sizes.get(host); + if (val == null) { + val = new LongWritable(); + sizes.put(host, val); + } + val.set(val.get() + overlap); + maxSize = Math.max(maxSize, val.get()); + } + } else { + throw new IOException("File " + file.getPath().toString() + + " should have had overlap on block starting at " + block.getOffset()); + } + } + // filter the list of locations to those that have at least 80% of the + // max + long threshold = (long) (maxSize * MIN_INCLUDED_LOCATION); + List hostList = new ArrayList(); + // build the locations in a predictable order to simplify testing + for(BlockLocation block: navigableMap.values()) { + for(String host: block.getHosts()) { + if (sizes.containsKey(host)) { + if (sizes.get(host).get() >= threshold) { + hostList.add(host); + } + sizes.remove(host); + } + } + } + hosts = new String[hostList.size()]; + hostList.toArray(hosts); + } + synchronized (context.splits) { + context.splits.add(new OrcSplit(file.getPath(), offset, length, + hosts, fileMetaInfo, isOriginal, hasBase, deltas)); + } + } + + /** + * Divide the adjacent stripes in the file into input splits based on the + * block size and the configured minimum and maximum sizes. + */ + @Override + public void run() { + try { + populateAndCacheStripeDetails(); + + // figure out which stripes we need to read + boolean[] includeStripe = null; + // we can't eliminate stripes if there are deltas because the + // deltas may change the rows making them match the predicate. + if (deltas.isEmpty()) { + Reader.Options options = new Reader.Options(); + setIncludedColumns(options, types, context.conf, isOriginal); + setSearchArgument(options, types, context.conf, isOriginal); + // only do split pruning if HIVE-8732 has been fixed in the writer + if (options.getSearchArgument() != null && + writerVersion != OrcFile.WriterVersion.ORIGINAL) { + SearchArgument sarg = options.getSearchArgument(); + List sargLeaves = sarg.getLeaves(); + List stripeStats = metadata.getStripeStatistics(); + int[] filterColumns = RecordReaderImpl.mapSargColumns(sargLeaves, + options.getColumnNames(), getRootColumn(isOriginal)); + + if (stripeStats != null) { + // eliminate stripes that doesn't satisfy the predicate condition + includeStripe = new boolean[stripes.size()]; + for(int i=0; i < stripes.size(); ++i) { + includeStripe[i] = (i >= stripeStats.size()) || + isStripeSatisfyPredicate(stripeStats.get(i), sarg, + filterColumns); + if (LOG.isDebugEnabled() && !includeStripe[i]) { + LOG.debug("Eliminating ORC stripe-" + i + " of file '" + + file.getPath() + "' as it did not satisfy " + + "predicate condition."); + } + } + } + } + } + + // if we didn't have predicate pushdown, read everything + if (includeStripe == null) { + includeStripe = new boolean[stripes.size()]; + Arrays.fill(includeStripe, true); + } + + long currentOffset = -1; + long currentLength = 0; + int idx = -1; + for(StripeInformation stripe: stripes) { + idx++; + + if (!includeStripe[idx]) { + // create split for the previous unfinished stripe + if (currentOffset != -1) { + createSplit(currentOffset, currentLength, fileMetaInfo); + currentOffset = -1; + } + continue; + } + + // if we are working on a stripe, over the min stripe size, and + // crossed a block boundary, cut the input split here. + if (currentOffset != -1 && currentLength > context.minSize && + (currentOffset / blockSize != stripe.getOffset() / blockSize)) { + createSplit(currentOffset, currentLength, fileMetaInfo); + currentOffset = -1; + } + // if we aren't building a split, start a new one. + if (currentOffset == -1) { + currentOffset = stripe.getOffset(); + currentLength = stripe.getLength(); + } else { + currentLength = + (stripe.getOffset() + stripe.getLength()) - currentOffset; + } + if (currentLength >= context.maxSize) { + createSplit(currentOffset, currentLength, fileMetaInfo); + currentOffset = -1; + } + } + if (currentOffset != -1) { + createSplit(currentOffset, currentLength, fileMetaInfo); + } + } catch (Throwable th) { + if (!(th instanceof IOException)) { + LOG.error("Unexpected Exception", th); + } + synchronized (context.errors) { + context.errors.add(th); + } + if (!(th instanceof IOException)) { + context.notifyOnNonIOException(th); + } + } finally { + context.decrementSchedulers(); + } + } + + private void populateAndCacheStripeDetails() { + try { + Reader orcReader; + if (fileInfo != null) { + stripes = fileInfo.stripeInfos; + fileMetaInfo = fileInfo.fileMetaInfo; + metadata = fileInfo.metadata; + types = fileInfo.types; + writerVersion = fileInfo.writerVersion; + // For multiple runs, in case sendSplitsInFooter changes + if (fileMetaInfo == null && context.footerInSplits) { + orcReader = OrcFile.createReader(file.getPath(), + OrcFile.readerOptions(context.conf).filesystem(fs)); + fileInfo.fileMetaInfo = ((ReaderImpl) orcReader).getFileMetaInfo(); + fileInfo.metadata = orcReader.getMetadata(); + fileInfo.types = orcReader.getTypes(); + fileInfo.writerVersion = orcReader.getWriterVersion(); + } + } else { + orcReader = OrcFile.createReader(file.getPath(), + OrcFile.readerOptions(context.conf).filesystem(fs)); + stripes = orcReader.getStripes(); + metadata = orcReader.getMetadata(); + types = orcReader.getTypes(); + writerVersion = orcReader.getWriterVersion(); + fileMetaInfo = context.footerInSplits ? + ((ReaderImpl) orcReader).getFileMetaInfo() : null; + if (context.cacheStripeDetails) { + // Populate into cache. + Context.footerCache.put(file.getPath(), + new FileInfo(file.getModificationTime(), file.getLen(), stripes, + metadata, types, fileMetaInfo, writerVersion)); + } + } + } catch (Throwable th) { + if (!(th instanceof IOException)) { + LOG.error("Unexpected Exception", th); + } + synchronized (context.errors) { + context.errors.add(th); + } + if (!(th instanceof IOException)) { + context.notifyOnNonIOException(th); + } + } + } + + private boolean isStripeSatisfyPredicate(StripeStatistics stripeStatistics, + SearchArgument sarg, + int[] filterColumns) { + List predLeaves = sarg.getLeaves(); + TruthValue[] truthValues = new TruthValue[predLeaves.size()]; + for (int pred = 0; pred < truthValues.length; pred++) { + if (filterColumns[pred] != -1) { + + // column statistics at index 0 contains only the number of rows + ColumnStatistics stats = stripeStatistics.getColumnStatistics()[filterColumns[pred]]; + truthValues[pred] = RecordReaderImpl.evaluatePredicate(stats, predLeaves.get(pred)); + } else { + + // parition column case. + // partition filter will be evaluated by partition pruner so + // we will not evaluate partition filter here. + truthValues[pred] = TruthValue.YES_NO_NULL; + } + } + return sarg.evaluate(truthValues).isNeeded(); + } + } + + /** + * FileInfo. + * + * Stores information relevant to split generation for an ORC File. + * + */ + private static class FileInfo { + long modificationTime; + long size; + List stripeInfos; + ReaderImpl.FileMetaInfo fileMetaInfo; + Metadata metadata; + List types; + private OrcFile.WriterVersion writerVersion; + + + FileInfo(long modificationTime, long size, + List stripeInfos, + Metadata metadata, List types, + ReaderImpl.FileMetaInfo fileMetaInfo, + OrcFile.WriterVersion writerVersion) { + this.modificationTime = modificationTime; + this.size = size; + this.stripeInfos = stripeInfos; + this.fileMetaInfo = fileMetaInfo; + this.metadata = metadata; + this.types = types; + this.writerVersion = writerVersion; + } + } + + /** + * Return a RecordReader that is compatible with the Hive 0.12 reader + * with NullWritable for the key instead of RecordIdentifier. + */ + public static final class NullKeyRecordReader implements AcidRecordReader { + private final RecordIdentifier id; + private final RowReader inner; + + private NullKeyRecordReader(RowReader inner, Configuration conf) { + this.inner = inner; + id = inner.createKey(); + } + + public RecordIdentifier getRecordIdentifier() { + return id; + } + + @Override + public boolean next(NullWritable nullWritable, + OrcStruct orcStruct) throws IOException { + return inner.next(id, orcStruct); + } + + @Override + public NullWritable createKey() { + return NullWritable.get(); + } + + @Override + public OrcStruct createValue() { + return inner.createValue(); + } + + @Override + public long getPos() throws IOException { + return inner.getPos(); + } + + @Override + public void close() throws IOException { + inner.close(); + } + + @Override + public float getProgress() throws IOException { + return inner.getProgress(); + } + } + + +} diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/test/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormatTest.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/test/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormatTest.java new file mode 100644 index 0000000000..6df5ceb002 --- /dev/null +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/test/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormatTest.java @@ -0,0 +1,22 @@ +package com.dtstack.flinkx.hdfs.reader; + +import org.junit.Assert; +import org.junit.Test; + +import java.util.List; + +/** + * @author jiangbo + * @date 2020/3/16 + */ +public class HdfsOrcInputFormatTest { + + @Test + public void testParseColumnAndType() { + HdfsOrcInputFormat hdfsOrcInputFormat = new HdfsOrcInputFormat(); + + String struct = "int,float(10,2),char(12)"; + List result = hdfsOrcInputFormat.parseColumnAndType(struct); + Assert.assertEquals(result.size(), 3); + } +} \ No newline at end of file diff --git a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml index 89f059b99d..ff3e37a7d6 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml @@ -98,6 +98,16 @@ under the License. + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java index 38ff34f667..f611487af5 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java @@ -43,6 +43,8 @@ */ public abstract class BaseHdfsOutputFormat extends BaseFileOutputFormat { + private static final int FILE_NAME_PART_SIZE = 3; + protected int rowGroupSize; protected FileSystem fs; @@ -66,14 +68,29 @@ public abstract class BaseHdfsOutputFormat extends BaseFileOutputFormat { protected Configuration conf; + protected boolean enableDictionary; + protected transient Map decimalColInfo; @Override protected void openInternal(int taskNumber, int numTasks) throws IOException { + // 这里休眠一段时间是为了避免reader和writer或者多个任务在同一个taskmanager里同时认证kerberos + if (FileSystemUtil.isOpenKerberos(hadoopConfig)) { + sleepRandomTime(); + } + initColIndices(); super.openInternal(taskNumber, numTasks); } + private void sleepRandomTime() { + try { + Thread.sleep(5000L + (long)(10000 * Math.random())); + } catch (Exception exception) { + LOG.warn("", exception); + } + } + @Override protected void checkOutputDir() { try{ @@ -120,7 +137,7 @@ protected void waitForActionFinishedBeforeWrite() { n++; } } catch (Exception e){ - + LOG.warn("Call method waitForActionFinishedBeforeWrite error", e); } } @@ -142,7 +159,7 @@ public boolean accept(Path path) { } String[] splits = fileName.split("\\."); - if (splits.length == 3) { + if (splits.length == FILE_NAME_PART_SIZE) { return Integer.parseInt(splits[2]) > fileIndex; } @@ -308,4 +325,8 @@ protected void moveAllTemporaryDataFileToDirectory() throws IOException { } } + @Override + protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("HdfsWriter"); + } } diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java index 90f84054d5..a112570a66 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java @@ -34,7 +34,11 @@ import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector; import org.apache.hadoop.io.BytesWritable; import org.apache.hadoop.io.NullWritable; -import org.apache.hadoop.io.compress.*; +import org.apache.hadoop.io.compress.BZip2Codec; +import org.apache.hadoop.io.compress.DefaultCodec; +import org.apache.hadoop.io.compress.GzipCodec; +import org.apache.hadoop.io.compress.Lz4Codec; +import org.apache.hadoop.io.compress.SnappyCodec; import org.apache.hadoop.mapred.FileOutputFormat; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.RecordWriter; @@ -213,17 +217,7 @@ private void getData(List recordList, int index, Row row) throws WriteRe recordList.add(Integer.valueOf(rowData)); break; case BIGINT: - if (column instanceof Timestamp){ - column=((Timestamp) column).getTime(); - recordList.add(column); - break; - } - BigInteger data = new BigInteger(rowData); - if (data.compareTo(new BigInteger(String.valueOf(Long.MAX_VALUE))) > 0){ - recordList.add(data); - } else { - recordList.add(Long.valueOf(rowData)); - } + recordList.add(getBigint(column, rowData)); break; case FLOAT: recordList.add(Float.valueOf(rowData)); @@ -232,16 +226,7 @@ private void getData(List recordList, int index, Row row) throws WriteRe recordList.add(Double.valueOf(rowData)); break; case DECIMAL: - ColumnTypeUtil.DecimalInfo decimalInfo = decimalColInfo.get(fullColumnNames.get(index)); - HiveDecimal hiveDecimal = HiveDecimal.create(new BigDecimal(rowData)); - hiveDecimal = HiveDecimal.enforcePrecisionScale(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale()); - if(hiveDecimal == null){ - String msg = String.format("第[%s]个数据数据[%s]precision和scale和元数据不匹配:decimal(%s, %s)", index, decimalInfo.getPrecision(), decimalInfo.getScale(), rowData); - throw new WriteRecordException(msg, new IllegalArgumentException()); - } - - HiveDecimalWritable hiveDecimalWritable = new HiveDecimalWritable(hiveDecimal); - recordList.add(hiveDecimalWritable); + recordList.add(getDecimalWritable(index, rowData)); break; case STRING: case VARCHAR: @@ -270,6 +255,32 @@ private void getData(List recordList, int index, Row row) throws WriteRe } } + private Object getBigint(Object column, String rowData) { + if (column instanceof Timestamp){ + column = ((Timestamp) column).getTime(); + return column; + } + + BigInteger data = new BigInteger(rowData); + if (data.compareTo(new BigInteger(String.valueOf(Long.MAX_VALUE))) > 0){ + return data; + } else { + return Long.valueOf(rowData); + } + } + + private HiveDecimalWritable getDecimalWritable(int index, String rowData) throws WriteRecordException { + ColumnTypeUtil.DecimalInfo decimalInfo = decimalColInfo.get(fullColumnNames.get(index)); + HiveDecimal hiveDecimal = HiveDecimal.create(new BigDecimal(rowData)); + hiveDecimal = HiveDecimal.enforcePrecisionScale(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale()); + if(hiveDecimal == null){ + String msg = String.format("第[%s]个数据数据[%s]precision和scale和元数据不匹配:decimal(%s, %s)", index, decimalInfo.getPrecision(), decimalInfo.getScale(), rowData); + throw new WriteRecordException(msg, new IllegalArgumentException()); + } + + return new HiveDecimalWritable(hiveDecimal); + } + @Override protected String recordConvertDetailErrorMessage(int pos, Row row) { return "\nHdfsOrcOutputFormat [" + jobName + "] writeRecord error: when converting field[" + fullColumnNames.get(pos) + "] in Row(" + row + ")"; diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java index ec30366e16..0d8b40b951 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java @@ -83,6 +83,10 @@ public void setDefaultFs(String defaultFs) { format.defaultFs = defaultFs; } + public void setEnableDictionary(boolean enableDictionary) { + format.enableDictionary = enableDictionary; + } + @Override protected void checkFormat() { super.checkFormat(); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java index 7c4cd0e1fa..2dcb955c74 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java @@ -21,13 +21,13 @@ import com.dtstack.flinkx.enums.ColumnType; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.hdfs.ECompressType; +import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.util.ColumnTypeUtil; import com.dtstack.flinkx.util.DateUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; import org.apache.hadoop.fs.Path; import org.apache.hadoop.hive.common.type.HiveDecimal; -import org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe; import org.apache.hadoop.hive.serde2.io.DateWritable; import org.apache.parquet.column.ParquetProperties; import org.apache.parquet.example.data.Group; @@ -38,12 +38,16 @@ import org.apache.parquet.hadoop.example.GroupWriteSupport; import org.apache.parquet.hadoop.metadata.CompressionCodecName; import org.apache.parquet.io.api.Binary; -import org.apache.parquet.schema.*; +import org.apache.parquet.schema.MessageType; +import org.apache.parquet.schema.OriginalType; +import org.apache.parquet.schema.PrimitiveType; +import org.apache.parquet.schema.Types; import java.io.IOException; import java.math.BigDecimal; import java.sql.Timestamp; -import java.util.*; +import java.util.Date; +import java.util.HashMap; /** * The subclass of HdfsOutputFormat writing parquet files @@ -59,22 +63,8 @@ public class HdfsParquetOutputFormat extends BaseHdfsOutputFormat { private MessageType schema; - private static Calendar cal = Calendar.getInstance(); - - private static final long NANO_SECONDS_PER_DAY = 86400_000_000_000L; - - private static final long JULIAN_EPOCH_OFFSET_DAYS = 2440588; - private static ColumnTypeUtil.DecimalInfo PARQUET_DEFAULT_DECIMAL_INFO = new ColumnTypeUtil.DecimalInfo(10, 0); - static { - try { - cal.setTime(DateUtil.getDateFormatter().parse("1970-01-01")); - } catch (Exception e){ - throw new RuntimeException("Init calendar fail:",e); - } - } - @Override protected void openSource() throws IOException{ super.openSource(); @@ -101,6 +91,7 @@ protected void nextBlock(){ .withCompressionCodec(getCompressType()) .withConf(conf) .withType(schema) + .withDictionaryEncoding(enableDictionary) .withRowGroupSize(rowGroupSize); writer = builder.build(); @@ -162,7 +153,7 @@ public void writeSingleRecordToFile(Row row) throws WriteRecordException { try { for (; i < fullColumnNames.size(); i++) { Object valObj = row.getField(colIndices[i]); - if(valObj == null){ + if(valObj == null || valObj.toString().length() == 0){ continue; } @@ -233,7 +224,7 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ case "boolean" : group.add(colName,Boolean.parseBoolean(val));break; case "timestamp" : Timestamp ts = DateUtil.columnToTimestamp(valObj,null); - byte[] dst = longToByteArray(ts.getTime()); + byte[] dst = HdfsUtil.longToByteArray(ts.getTime()); group.add(colName, Binary.fromConstantByteArray(dst)); break; case "decimal" : @@ -246,7 +237,7 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ throw new WriteRecordException(msg, new IllegalArgumentException()); } - group.add(colName,decimalToBinary(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale())); + group.add(colName, HdfsUtil.decimalToBinary(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale())); break; case "date" : Date date = DateUtil.columnToDate(valObj,null); @@ -256,29 +247,6 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ } } - private Binary decimalToBinary(final HiveDecimal hiveDecimal, int prec,int scale) { - byte[] decimalBytes = hiveDecimal.setScale(scale).unscaledValue().toByteArray(); - - // Estimated number of bytes needed. - int precToBytes = ParquetHiveSerDe.PRECISION_TO_BYTE_COUNT[prec - 1]; - if (precToBytes == decimalBytes.length) { - // No padding needed. - return Binary.fromReusedByteArray(decimalBytes); - } - - byte[] tgt = new byte[precToBytes]; - if (hiveDecimal.signum() == -1) { - // For negative number, initializing bits to 1 - for (int i = 0; i < precToBytes; i++) { - tgt[i] |= 0xFF; - } - } - - // Padding leading zeroes/ones. - System.arraycopy(decimalBytes, 0, tgt, precToBytes - decimalBytes.length, decimalBytes.length); - return Binary.fromReusedByteArray(tgt); - } - @Override protected String recordConvertDetailErrorMessage(int pos, Row row) { return "\nHdfsParquetOutputFormat [" + jobName + "] writeRecord error: when converting field[" + fullColumnNames.get(pos) + "] in Row(" + row + ")"; @@ -292,6 +260,7 @@ protected void closeSource() throws IOException { } private MessageType buildSchema(){ + decimalColInfo = new HashMap<>(16); Types.MessageTypeBuilder typeBuilder = Types.buildMessage(); for (int i = 0; i < fullColumnNames.size(); i++) { String name = fullColumnNames.get(i); @@ -317,10 +286,10 @@ private MessageType buildSchema(){ .as(OriginalType.DECIMAL) .precision(decimalInfo.getPrecision()) .scale(decimalInfo.getScale()) - .length(computeMinBytesForPrecision(decimalInfo.getPrecision())) + .length(HdfsUtil.computeMinBytesForPrecision(decimalInfo.getPrecision())) .named(name); - decimalColInfo = Collections.singletonMap(name, decimalInfo); + decimalColInfo.put(name, decimalInfo); } else { typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BINARY).named(name); } @@ -330,55 +299,4 @@ private MessageType buildSchema(){ return typeBuilder.named("Pair"); } - - private int computeMinBytesForPrecision(int precision){ - int numBytes = 1; - while (Math.pow(2.0, 8 * numBytes - 1) < Math.pow(10.0, precision)) { - numBytes += 1; - } - return numBytes; - } - - private static byte[] longToByteArray(long data){ - long nano = data * 1000_000; - - int julianDays = (int) ((nano / NANO_SECONDS_PER_DAY) + JULIAN_EPOCH_OFFSET_DAYS); - byte[] julianDaysBytes = getBytes(julianDays); - flip(julianDaysBytes); - - long lastDayNanos = nano % NANO_SECONDS_PER_DAY; - byte[] lastDayNanosBytes = getBytes(lastDayNanos); - flip(lastDayNanosBytes); - - byte[] dst = new byte[12]; - - System.arraycopy(lastDayNanosBytes, 0, dst, 0, 8); - System.arraycopy(julianDaysBytes, 0, dst, 8, 4); - - return dst; - } - - private static byte[] getBytes(long i) { - byte[] bytes=new byte[8]; - bytes[0]=(byte)((i >> 56) & 0xFF); - bytes[1]=(byte)((i >> 48) & 0xFF); - bytes[2]=(byte)((i >> 40) & 0xFF); - bytes[3]=(byte)((i >> 32) & 0xFF); - bytes[4]=(byte)((i >> 24) & 0xFF); - bytes[5]=(byte)((i >> 16) & 0xFF); - bytes[6]=(byte)((i >> 8) & 0xFF); - bytes[7]=(byte)(i & 0xFF); - return bytes; - } - - /** - * @param bytes - */ - private static void flip(byte[] bytes) { - for(int i=0,j=bytes.length-1;i writeData(DataStream dataSet) { builder.setRestoreConfig(restoreConfig); builder.setMaxFileSize(maxFileSize); builder.setFlushBlockInterval(flushInterval); + builder.setEnableDictionary(enableDictionary); return createOutput(dataSet, builder.finish()); } diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java index 0de6b79e84..33917f375d 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java @@ -29,9 +29,9 @@ public class TimePartitionFormat { - private static final long CONSTANT_TWO_DAY_TIME = 1000 * 60 * 60 * 24 * 2; - private static final long CONSTANT_TWO_HOUR_TIME = 1000 * 60 * 60 * 2; - private static final long CONSTANT_TWO_MINUTE_TIME = 1000 * 60 * 2; + private static final long CONSTANT_TWO_DAY_TIME = 1000 * 60 * 60 * 24 * 2L; + private static final long CONSTANT_TWO_HOUR_TIME = 1000 * 60 * 60 * 2L; + private static final long CONSTANT_TWO_MINUTE_TIME = 1000 * 60 * 2L; private static PartitionEnum partitionEnum; diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AbstractHiveMetadataParser.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AbstractHiveMetadataParser.java index 21cb769d04..10d49b992c 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AbstractHiveMetadataParser.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AbstractHiveMetadataParser.java @@ -25,7 +25,9 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.hive.EStoreType.*; +import static com.dtstack.flinkx.hive.EStoreType.ORC; +import static com.dtstack.flinkx.hive.EStoreType.PARQUET; +import static com.dtstack.flinkx.hive.EStoreType.TEXT; /** * @author jiangbo diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java index 2c36ff3c74..4cb1fc6d09 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java @@ -21,6 +21,7 @@ import com.dtstack.flinkx.authenticate.KerberosUtil; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.RetryUtil; import com.google.common.collect.Lists; import com.google.common.collect.Maps; import org.apache.commons.collections.MapUtils; @@ -55,6 +56,8 @@ public final class HiveDbUtil { public static final String SQLSTATE_CANNOT_ACQUIRE_CONNECT = "08004"; + public static final int JDBC_PART_SIZE = 2; + public static final String JDBC_REGEX = "[\\?|;|#]"; public static final String KEY_VAL_DELIMITER = "="; public static final String PARAM_DELIMITER = "&"; @@ -103,7 +106,7 @@ private static Connection getConnectionWithKerberos(ConnectionInfo connectionInf String keytabFileName = KerberosUtil.getPrincipalFileName(connectionInfo.getHiveConf()); keytabFileName = KerberosUtil.loadFile(connectionInfo.getHiveConf(), keytabFileName); - String principal = KerberosUtil.findPrincipalFromKeytab(keytabFileName); + String principal = KerberosUtil.getPrincipal(connectionInfo.getHiveConf(), keytabFileName); KerberosUtil.loadKrb5Conf(connectionInfo.getHiveConf()); Configuration conf = FileSystemUtil.getConfiguration(connectionInfo.getHiveConf(), null); @@ -126,7 +129,7 @@ public Connection run(){ private static boolean openKerberos(final String jdbcUrl){ String[] splits = jdbcUrl.split(JDBC_REGEX); - if (splits.length != 2) { + if (splits.length != JDBC_PART_SIZE) { return false; } @@ -232,10 +235,10 @@ private static Connection getHiveConnection(String url, Properties prop) throws url = String.format("jdbc:hive2://%s:%s/%s", host, port, param); Connection connection = DriverManager.getConnection(url, prop); if (StringUtils.isNotEmpty(db)) { - try { - connection.createStatement().execute("use " + db); + try (Statement statement = connection.createStatement()) { + statement.execute("use " + db); } catch (SQLException e) { - if (connection != null) { + if (null != connection) { connection.close(); } diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java index 7e0c0193fa..75209ebdfa 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java @@ -28,7 +28,8 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.hive.EStoreType.*; +import static com.dtstack.flinkx.hive.EStoreType.ORC; +import static com.dtstack.flinkx.hive.EStoreType.TEXT; /** * @author toutian @@ -52,26 +53,27 @@ public class HiveUtil { private HiveDbUtil.ConnectionInfo connectionInfo; - enum HiveReleaseVersion{ - /** - * apache hive 1.x - */ - APACHE_1, - - /** - * apache hive 2.x - */ - APACHE_2, - - /** - * cdh hive 1.x - */ - CDH_1, - - /** - * cdh hive 2.x - */ - CDH_2 + public static String getHiveColumnType(String originType) { + originType = originType.trim(); + int indexOfBrackets = originType.indexOf(LEFT_BRACKETS); + if (indexOfBrackets > -1) { + String params = originType.substring(indexOfBrackets); + int index = params.indexOf(","); + int right = Integer.parseInt(params.substring(index+1, params.length()-1).trim()); + if(right == 0){ + int left = Integer.parseInt(params.substring(1, index).trim()); + if(left <= 4){ + return "SMALLINT"; + }else if(left <= 9){ + return "INT"; + }else if(left <= 18){ + return "BIGINT"; + } + } + return "DECIMAL" + params; + } else { + return convertType(originType); + } } public HiveUtil() { @@ -176,70 +178,6 @@ private AbstractHiveMetadataParser getMetadataParser(HiveReleaseVersion hiveVers } } - public HiveReleaseVersion getHiveVersion(Connection connection){ - HiveReleaseVersion version = HiveReleaseVersion.APACHE_2; - try { - ResultSet resultSet = connection.createStatement().executeQuery("select version()"); - if (resultSet.next()) { - String versionMsg = resultSet.getString(1); - if (versionMsg.contains("cdh")){ - // 结果示例：2.1.1-cdh6.3.1 re8d55f408b4f9aa2648bc9e34a8f802d53d6aab3 - if (versionMsg.startsWith("2")) { - version = HiveReleaseVersion.CDH_2; - } else if(versionMsg.startsWith("1")){ - version = HiveReleaseVersion.CDH_1; - } - } else { - // FIXME spark thrift server不支持 version()函数，所以使用默认的版本 - } - } - } catch (Exception ignore) { - } - - return version; - } - - public static String getCreateTableHql(TableInfo tableInfo) { - //不要使用create table if not exist，可能以后会在业务逻辑中判断表是否已经存在 - StringBuilder fieldsb = new StringBuilder("CREATE TABLE %s ("); - for (int i = 0; i < tableInfo.getColumns().size(); i++) { - fieldsb.append(String.format("`%s` %s", tableInfo.getColumns().get(i), tableInfo.getColumnTypes().get(i))); - if (i != tableInfo.getColumns().size() - 1) { - fieldsb.append(","); - } - } - fieldsb.append(") "); - if (!tableInfo.getPartitions().isEmpty()) { - fieldsb.append(" PARTITIONED BY ("); - for (String partitionField : tableInfo.getPartitions()) { - fieldsb.append(String.format("`%s` string", partitionField)); - } - fieldsb.append(") "); - } - if (TEXT.name().equalsIgnoreCase(tableInfo.getStore())) { - fieldsb.append(" ROW FORMAT DELIMITED FIELDS TERMINATED BY '"); - fieldsb.append(tableInfo.getDelimiter()); - fieldsb.append("' LINES TERMINATED BY '\\n' STORED AS TEXTFILE "); - } else if(ORC.name().equalsIgnoreCase(tableInfo.getStore())) { - fieldsb.append(" STORED AS ORC "); - }else{ - fieldsb.append(" STORED AS PARQUET "); - } - return fieldsb.toString(); - } - - public static String getHiveColumnType(String originType) { - originType = originType.trim(); - int indexOfBrackets = originType.indexOf(LEFT_BRACKETS); - if (indexOfBrackets > -1) { - String type = originType.substring(0, indexOfBrackets); - String params = originType.substring(indexOfBrackets); - return convertType(type) + params; - } else { - return convertType(originType); - } - } - private static String convertType(String type) { switch (type.toUpperCase()) { case "BIT": @@ -258,6 +196,8 @@ private static String convertType(String type) { case "INT8": type = "INT"; break; + case "NUMERIC": + case "NUMBER": case "BIGINT": type = "BIGINT"; break; @@ -272,8 +212,6 @@ private static String convertType(String type) { case "BINARY_DOUBLE": type = "DOUBLE"; break; - case "NUMERIC": - case "NUMBER": case "DECIMAL": type = "DECIMAL"; break; @@ -310,4 +248,102 @@ private static String convertType(String type) { } return type; } + + public static String getCreateTableHql(TableInfo tableInfo) { + //不要使用create table if not exist，可能以后会在业务逻辑中判断表是否已经存在 + StringBuilder fieldsb = new StringBuilder("CREATE TABLE %s ("); + for (int i = 0; i < tableInfo.getColumns().size(); i++) { + fieldsb.append(String.format("`%s` %s", tableInfo.getColumns().get(i), tableInfo.getColumnTypes().get(i))); + if (i != tableInfo.getColumns().size() - 1) { + fieldsb.append(","); + } + } + fieldsb.append(") "); + if (!tableInfo.getPartitions().isEmpty()) { + fieldsb.append(" PARTITIONED BY ("); + for (String partitionField : tableInfo.getPartitions()) { + fieldsb.append(String.format("`%s` string", partitionField)); + } + fieldsb.append(") "); + } + if (TEXT.name().equalsIgnoreCase(tableInfo.getStore())) { + fieldsb.append(" ROW FORMAT DELIMITED FIELDS TERMINATED BY '"); + fieldsb.append(tableInfo.getDelimiter()); + fieldsb.append("' LINES TERMINATED BY '\\n' STORED AS TEXTFILE "); + } else if(ORC.name().equalsIgnoreCase(tableInfo.getStore())) { + fieldsb.append(" STORED AS ORC "); + }else{ + fieldsb.append(" STORED AS PARQUET "); + } + return fieldsb.toString(); + } + + public HiveReleaseVersion getHiveVersion(Connection connection){ + HiveReleaseVersion version = HiveReleaseVersion.APACHE_2; + try (ResultSet resultSet = connection.createStatement().executeQuery("select version()")) { + if (resultSet.next()) { + String versionMsg = resultSet.getString(1); + if (versionMsg.contains(HiveReleaseVersion.CDH_1.getName())){ + // 结果示例：2.1.1-cdh6.3.1 re8d55f408b4f9aa2648bc9e34a8f802d53d6aab3 + if (versionMsg.startsWith(HiveReleaseVersion.CDH_2.getVersion())) { + version = HiveReleaseVersion.CDH_2; + } else if(versionMsg.startsWith(HiveReleaseVersion.CDH_1.getVersion())){ + version = HiveReleaseVersion.CDH_1; + } + } else { + //spark thrift server不支持 version()函数，所以使用默认的版本 + } + } + } catch (Exception ignore) { + } + + return version; + } + + enum HiveReleaseVersion{ + /** + * apache hive 1.x + */ + APACHE_1("apache", "1"), + + /** + * apache hive 2.x + */ + APACHE_2("apache", "2"), + + /** + * cdh hive 1.x + */ + CDH_1("cdh", "1"), + + /** + * cdh hive 2.x + */ + CDH_2("cdh", "2"); + + private String name; + + private String version; + + HiveReleaseVersion(String name, String version) { + this.name = name; + this.version = version; + } + + public String getName() { + return name; + } + + public void setName(String name) { + this.name = name; + } + + public String getVersion() { + return version; + } + + public void setVersion(String version) { + this.version = version; + } + } } diff --git a/flinkx-hive/flinkx-hive-core/src/test/java/com/dtstack/flinkx/hive/test/DBUtilTest.java b/flinkx-hive/flinkx-hive-core/src/test/java/com/dtstack/flinkx/hive/test/DBUtilTest.java deleted file mode 100644 index 0b7c2e533d..0000000000 --- a/flinkx-hive/flinkx-hive-core/src/test/java/com/dtstack/flinkx/hive/test/DBUtilTest.java +++ /dev/null @@ -1,64 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.hive.test; - -import com.dtstack.flinkx.hive.util.HiveDbUtil; - -import java.sql.Connection; -import java.sql.ResultSet; -import java.util.HashMap; -import java.util.Map; - -/** - * @author jiangbo - * @date 2019/8/29 - */ -public class DBUtilTest { - - public static void main(String[] args) throws Exception{ - Map sftpConf = new HashMap<>(); - sftpConf.put("host", "172.16.10.79"); - sftpConf.put("port", "22"); - sftpConf.put("username", "root"); - sftpConf.put("password", "abc123"); - - Map hiveConf = new HashMap<>(); - hiveConf.put("hive.server2.authentication.kerberos.principal", "hive/cdh02@HADOOP.COM"); - hiveConf.put("hive.server2.authentication.kerberos.keytab", "D:\\cdh_cluster\\hive.keytab"); - hiveConf.put("java.security.krb5.conf", "D:\\cdh_cluster\\krb5.conf"); - hiveConf.put("useLocalFile", "true"); - hiveConf.put("sftpConf", sftpConf); - hiveConf.put("remoteDir", "/home/sftp/keytab/jiangbo"); - - HiveDbUtil.ConnectionInfo connectionInfo = new HiveDbUtil.ConnectionInfo(); - connectionInfo.setJdbcUrl("jdbc:hive2://172.16.10.75:10000/default;principal=hive/cdh02@HADOOP.COM"); - connectionInfo.setUsername(""); - connectionInfo.setPassword(""); - connectionInfo.setHiveConf(hiveConf); - - Connection connection = HiveDbUtil.getConnection(connectionInfo); - ResultSet rs = connection.createStatement().executeQuery("show tables"); - while (rs.next()) { - System.out.println(rs.getObject(2)); - } - - connection.close(); - } -} diff --git a/flinkx-hive/flinkx-hive-writer/pom.xml b/flinkx-hive/flinkx-hive-writer/pom.xml index 25357e479f..e93421f32a 100644 --- a/flinkx-hive/flinkx-hive-writer/pom.xml +++ b/flinkx-hive/flinkx-hive-writer/pom.xml @@ -92,6 +92,16 @@ under the License. + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java index 217163c261..67731f0503 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java @@ -155,7 +155,7 @@ public FormatState getFormatState() { } private Map flushOutputFormat() { - Map formatStateMap = new HashMap<>(); + Map formatStateMap = new HashMap<>(outputFormats.size()); Iterator> entryIterator = outputFormats.entrySet().iterator(); while (entryIterator.hasNext()) { Map.Entry entry = entryIterator.next(); @@ -178,6 +178,7 @@ private Map flushOutputFormat() { @Override protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("HiveWriter"); } @Override @@ -187,6 +188,11 @@ public void writeRecord(Row row) throws IOException { Map event = null; if (row.getField(0) instanceof Map) { event = (Map) row.getField(0); + + if (null != event && event.containsKey("message")) { + event = MapUtils.getMap(event, "message"); + } + tablePath = PathConverterUtil.regaxByRules(event, tableBasePath, distributeTableMapping); fromLogData = true; } else { @@ -210,11 +216,11 @@ public void writeRecord(Row row) throws IOException { //row包含map嵌套的数据内容和channel， 而rowData是非常简单的纯数据，此处补上数据差额 if (fromLogData && bytesWriteCounter != null) { - bytesWriteCounter.add(row.toString().length() - rowData.toString().length()); + bytesWriteCounter.add((long)row.toString().length() - rowData.toString().length()); } } catch (Exception e) { // 写入产生的脏数据已经由hdfsOutputFormat处理了，这里不用再处理了，只打印日志 - if (numWriteCounter.getLocalValue() % 1000 == 0) { + if (numWriteCounter.getLocalValue() % LOG_PRINT_INTERNAL == 0) { LOG.warn("写入hdfs异常:", e); } } diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java index f8c69886b1..529d8d743b 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java @@ -131,9 +131,12 @@ protected void checkFormat() { if (this.format.tableBasePath == null || this.format.tableBasePath.length() == 0) { throw new IllegalArgumentException("No tableBasePath supplied."); } + if (this.format.tableInfos.isEmpty()){ throw new IllegalArgumentException("No tableInfos supplied."); } + + notSupportBatchWrite("HiveWriter"); } } diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java index 5168b850a6..a3483caaea 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java @@ -19,31 +19,34 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.hive.TableInfo; import com.dtstack.flinkx.hive.TimePartitionFormat; import com.dtstack.flinkx.hive.util.HiveUtil; import com.dtstack.flinkx.writer.BaseDataWriter; import com.dtstack.flinkx.writer.WriteMode; -import com.google.gson.Gson; +import com.google.gson.internal.LinkedTreeMap; +import com.google.gson.reflect.TypeToken; import org.apache.commons.collections.MapUtils; -import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.types.Row; import parquet.hadoop.ParquetWriter; -import java.util.HashMap; -import java.util.List; -import java.util.Map; +import java.util.*; import static com.dtstack.flinkx.hdfs.HdfsConfigKeys.KEY_ROW_GROUP_SIZE; import static com.dtstack.flinkx.hive.HiveConfigKeys.*; +import static com.dtstack.flinkx.util.GsonUtil.GSON; /** * @author toutian */ public class HiveWriter extends BaseDataWriter { + private String readerName; + private String defaultFs; private String fileType; @@ -80,10 +83,9 @@ public class HiveWriter extends BaseDataWriter { private boolean autoCreateTable; - private Gson gson = new Gson(); - public HiveWriter(DataTransferConfig config) { super(config); + readerName = config.getJob().getContent().get(0).getReader().getName(); WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); hadoopConfig = (Map) writerConfig.getParameter().getVal(KEY_HADOOP_CONFIG); defaultFs = writerConfig.getParameter().getStringVal(KEY_DEFAULT_FS); @@ -95,9 +97,9 @@ public HiveWriter(DataTransferConfig config) { partition = writerConfig.getParameter().getStringVal(KEY_PARTITION, "pt"); delimiter = writerConfig.getParameter().getStringVal(KEY_FIELD_DELIMITER, "\u0001"); charSet = writerConfig.getParameter().getStringVal(KEY_CHARSET_NAME); - maxFileSize = writerConfig.getParameter().getLongVal(KEY_MAX_FILE_SIZE, 1024 * 1024 * 1024); + maxFileSize = writerConfig.getParameter().getLongVal(KEY_MAX_FILE_SIZE, ConstantValue.STORE_SIZE_G); compress = writerConfig.getParameter().getStringVal(KEY_COMPRESS); - bufferSize = writerConfig.getParameter().getLongVal(KEY_BUFFER_SIZE, 128 * 1024 * 1024); + bufferSize = writerConfig.getParameter().getLongVal(KEY_BUFFER_SIZE, 128 * ConstantValue.STORE_SIZE_M); rowGroupSize = writerConfig.getParameter().getIntVal(KEY_ROW_GROUP_SIZE, ParquetWriter.DEFAULT_BLOCK_SIZE); mode = writerConfig.getParameter().getStringVal(KEY_WRITE_MODE, WriteMode.APPEND.name()); @@ -120,18 +122,18 @@ public HiveWriter(DataTransferConfig config) { } } + /** + * 分表的映射关系 + * distributeTableMapping 的数据结构为 + * tableInfos的数据结构为 + */ private void formatHiveDistributeInfo(String distributeTable) { - /** - * 分表的映射关系 - * distributeTableMapping 的数据结构为 - * tableInfos的数据结构为 - */ distributeTableMapping = new HashMap<>(32); if (StringUtils.isNotBlank(distributeTable)) { - Map distributeTableMap = gson.fromJson(distributeTable, Map.class); - for (Map.Entry entry : distributeTableMap.entrySet()) { + Map> distributeTableMap = GSON.fromJson(distributeTable, new TypeToken>>(){}.getType()); + for (Map.Entry> entry : distributeTableMap.entrySet()) { String groupName = entry.getKey(); - List groupTables = (List) entry.getValue(); + List groupTables = entry.getValue(); for (String tableName : groupTables) { distributeTableMapping.put(tableName, groupName); } @@ -142,10 +144,12 @@ private void formatHiveDistributeInfo(String distributeTable) { private void formatHiveTableInfo(String tablesColumn) { tableInfos = new HashMap<>(16); if (StringUtils.isNotEmpty(tablesColumn)) { - Map tableColumnMap = gson.fromJson(tablesColumn, Map.class); - for (Map.Entry entry : tableColumnMap.entrySet()) { + Map>> tableColumnMap = GSON.fromJson(tablesColumn, new TypeToken> >>(){}.getType()); + List> extraTableColumnList = getExtraTableColumn(); + for (Map.Entry>> entry : tableColumnMap.entrySet()) { String tableName = entry.getKey(); - List> tableColumns = (List>) entry.getValue(); + List> tableColumns = entry.getValue(); + tableColumns.addAll(extraTableColumnList); TableInfo tableInfo = new TableInfo(tableColumns.size()); tableInfo.addPartition(partition); tableInfo.setDelimiter(delimiter); @@ -162,6 +166,32 @@ private void formatHiveTableInfo(String tablesColumn) { } } + /** + * 增加hive表字段 + */ + @SuppressWarnings("unchecked") + private List> getExtraTableColumn(){ + if(StringUtils.equalsIgnoreCase(readerName, "oraclelogminerreader")){ + List> list = new ArrayList<>(2); + Map opTime = new LinkedTreeMap<>(); + opTime.put("type", "BIGINT"); + opTime.put("key", "opTime"); + opTime.put("comment", ""); + + Map scn = new LinkedTreeMap<>(); + scn.put("type", "BIGINT"); + scn.put("key", "scn"); + scn.put("comment", ""); + + list.add(opTime); + list.add(scn); + + return list; + }else{ + return Collections.EMPTY_LIST; + } + } + @Override public DataStreamSink writeData(DataStream dataSet) { HiveOutputFormatBuilder builder = new HiveOutputFormatBuilder(); diff --git a/flinkx-kafka/flinkx-kafka-reader/pom.xml b/flinkx-kafka/flinkx-kafka-reader/pom.xml index d6cd16c26f..d9a711a6ab 100644 --- a/flinkx-kafka/flinkx-kafka-reader/pom.xml +++ b/flinkx-kafka/flinkx-kafka-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java index 61b483abd0..95016e4956 100644 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java @@ -16,7 +16,7 @@ */ package com.dtstack.flinkx.kafka.reader; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; +import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.kafkabase.reader.IClient; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java index f209be623c..7f4c37f576 100644 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java @@ -15,6 +15,8 @@ * See the License for the specific language governing permissions and * limitations under the License. */ + + package com.dtstack.flinkx.kafka.reader; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; diff --git a/flinkx-kafka/flinkx-kafka-writer/pom.xml b/flinkx-kafka/flinkx-kafka-writer/pom.xml index b62d13da11..dad9361a4f 100644 --- a/flinkx-kafka/flinkx-kafka-writer/pom.xml +++ b/flinkx-kafka/flinkx-kafka-writer/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml index 980db83475..8c3e855d9c 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java index 8ad201b782..9633e6e4ad 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java +++ b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java @@ -16,7 +16,7 @@ */ package com.dtstack.flinkx.kafka09.reader; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; +import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.kafkabase.reader.IClient; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml index cea09d8368..42fb23d6b2 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml index 8fbbdb883d..31467b287f 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java index 69c5747cf0..f0d10d6f13 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java +++ b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java @@ -17,7 +17,7 @@ */ package com.dtstack.flinkx.kafka10.reader; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; +import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.kafkabase.reader.IClient; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml index f28e37fe50..4d86dbb7d0 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml @@ -39,6 +39,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml index 4fa02eb7e5..ae62ee9515 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java index f27889ab25..2e3d2d569f 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java @@ -1,6 +1,6 @@ package com.dtstack.flinkx.kafka11.reader; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; +import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.kafkabase.reader.IClient; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java index 0424bb2801..5a7253860f 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java @@ -15,6 +15,8 @@ * See the License for the specific language governing permissions and * limitations under the License. */ + + package com.dtstack.flinkx.kafka11.reader; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; diff --git a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml index fe3808dd63..22d37d38b4 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml @@ -34,6 +34,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java index ec610798dc..38983693fb 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java @@ -18,10 +18,11 @@ package com.dtstack.flinkx.kafkabase.reader; import com.dtstack.flinkx.config.RestoreConfig; +import com.dtstack.flinkx.decoder.DecodeEnum; +import com.dtstack.flinkx.decoder.IDecode; +import com.dtstack.flinkx.decoder.JsonDecoder; +import com.dtstack.flinkx.decoder.PlainDecoder; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; -import com.dtstack.flinkx.kafkabase.decoder.JsonDecoder; -import com.dtstack.flinkx.kafkabase.decoder.PlainDecoder; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.StringUtil; @@ -66,7 +67,7 @@ public void openInputFormat() throws IOException { super.openInputFormat(); queue = new SynchronousQueue<>(false); - if ("json".equals(codec)) { + if (DecodeEnum.JSON.getName().equalsIgnoreCase(codec)) { decode = new JsonDecoder(); } else { decode = new PlainDecoder(); diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java index 7f3739089a..4e4f20cf02 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java @@ -28,7 +28,11 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.*; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_BLANK_IGNORE; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_CODEC; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_CONSUMER_SETTINGS; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_GROUP_ID; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TOPIC; /** * Date: 2019/11/21 diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java index 482c1ca40a..6b338a13ad 100644 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java @@ -18,8 +18,8 @@ package com.dtstack.flinkx.kafkabase.writer; import com.dtstack.flinkx.config.RestoreConfig; +import com.dtstack.flinkx.decoder.JsonDecoder; import com.dtstack.flinkx.exception.WriteRecordException; -import com.dtstack.flinkx.kafkabase.decoder.JsonDecoder; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.flink.configuration.Configuration; @@ -29,7 +29,11 @@ import org.slf4j.LoggerFactory; import java.io.IOException; -import java.util.*; +import java.util.Collections; +import java.util.LinkedHashMap; +import java.util.List; +import java.util.Map; +import java.util.Properties; /** * Date: 2019/11/21 @@ -100,7 +104,7 @@ public void closeInternal() throws IOException { @Override protected void writeMultipleRecordsInternal() throws Exception { - throw new UnsupportedOperationException(); + notSupportBatchWrite("KafkaWriter"); } @Override diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java index d8823c01f0..3ae4c05c7f 100644 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java @@ -27,7 +27,10 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.*; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_PRODUCER_SETTINGS; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TABLE_FIELDS; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TIMEZONE; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TOPIC; /** * Date: 2019/11/21 diff --git a/flinkx-kudu/flinkx-kudu-core/pom.xml b/flinkx-kudu/flinkx-kudu-core/pom.xml index abafab1604..e419766ddc 100644 --- a/flinkx-kudu/flinkx-kudu-core/pom.xml +++ b/flinkx-kudu/flinkx-kudu-core/pom.xml @@ -24,11 +24,5 @@ 1.6 provided - - junit - junit - 4.12 - test - \ No newline at end of file diff --git a/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java b/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java index 928580a166..4eb6ec865a 100644 --- a/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java +++ b/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java @@ -26,13 +26,22 @@ import org.apache.hadoop.security.UserGroupInformation; import org.apache.kudu.ColumnSchema; import org.apache.kudu.Type; -import org.apache.kudu.client.*; +import org.apache.kudu.client.AsyncKuduClient; +import org.apache.kudu.client.AsyncKuduScanner; +import org.apache.kudu.client.KuduClient; +import org.apache.kudu.client.KuduPredicate; +import org.apache.kudu.client.KuduScanToken; +import org.apache.kudu.client.KuduTable; import java.io.IOException; import java.math.BigDecimal; import java.security.PrivilegedExceptionAction; import java.sql.Timestamp; -import java.util.*; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.HashMap; +import java.util.List; +import java.util.Map; import java.util.regex.Matcher; import java.util.regex.Pattern; diff --git a/flinkx-kudu/flinkx-kudu-reader/pom.xml b/flinkx-kudu/flinkx-kudu-reader/pom.xml index c8a99fea22..f9a1580d71 100644 --- a/flinkx-kudu/flinkx-kudu-reader/pom.xml +++ b/flinkx-kudu/flinkx-kudu-reader/pom.xml @@ -49,8 +49,12 @@ shade.kudureader.io.netty - com.google - shade.kudureader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java index f0ddce2857..6be5434a52 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java @@ -26,7 +26,11 @@ import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; import org.apache.kudu.Type; -import org.apache.kudu.client.*; +import org.apache.kudu.client.KuduClient; +import org.apache.kudu.client.KuduScanToken; +import org.apache.kudu.client.KuduScanner; +import org.apache.kudu.client.RowResult; +import org.apache.kudu.client.RowResultIterator; import java.io.IOException; import java.util.List; diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java index 48d0e43fc5..4959731c76 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.kudu.reader; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.kudu.core.KuduConfig; import com.dtstack.flinkx.reader.MetaColumn; @@ -50,5 +51,9 @@ protected void checkFormat() { if (format.columns == null || format.columns.size() == 0){ throw new IllegalArgumentException("columns can not be empty"); } + + if (format.kuduConfig.getBatchSizeBytes() > ConstantValue.STORE_SIZE_G) { + throw new IllegalArgumentException("批量读取字节数必须小于[1G]"); + } } } diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java index 7b09c9048d..604b920a6e 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java @@ -32,7 +32,19 @@ import java.util.List; -import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.*; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_ADMIN_OPERATION_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_AUTHENTICATION; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_BATCH_SIZE_BYTES; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_BOSS_COUNT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_FILTER; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_KEYTABFILE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_MASTER_ADDRESSES; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_OPERATION_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_PRINCIPAL; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_QUERY_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_READ_MODE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_TABLE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_WORKER_COUNT; /** * @author jiangbo diff --git a/flinkx-kudu/flinkx-kudu-writer/pom.xml b/flinkx-kudu/flinkx-kudu-writer/pom.xml index 742fae63ab..256505e5ab 100644 --- a/flinkx-kudu/flinkx-kudu-writer/pom.xml +++ b/flinkx-kudu/flinkx-kudu-writer/pom.xml @@ -49,8 +49,12 @@ shade.kuduwriter.io.netty - com.google - shade.kuduwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java index df7a521186..69f346dcba 100644 --- a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java +++ b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java @@ -28,7 +28,12 @@ import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang3.StringUtils; import org.apache.flink.types.Row; -import org.apache.kudu.client.*; +import org.apache.kudu.client.KuduClient; +import org.apache.kudu.client.KuduException; +import org.apache.kudu.client.KuduSession; +import org.apache.kudu.client.KuduTable; +import org.apache.kudu.client.Operation; +import org.apache.kudu.client.SessionConfiguration; import java.io.IOException; import java.util.List; diff --git a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java index 265e5610c2..2cb5532262 100644 --- a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java +++ b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java @@ -32,7 +32,16 @@ import java.util.List; -import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.*; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_ADMIN_OPERATION_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_AUTHENTICATION; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_BOSS_COUNT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_FLUSH_MODE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_KEYTABFILE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_MASTER_ADDRESSES; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_OPERATION_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_PRINCIPAL; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_TABLE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_WORKER_COUNT; /** * @author jiangbo diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java index 540db38056..d287c44a70 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.launcher; /** diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index 1b823c77eb..c5318c00eb 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -40,8 +40,6 @@ import org.apache.hadoop.yarn.client.api.YarnClient; import org.apache.hadoop.yarn.conf.YarnConfiguration; import org.apache.hadoop.yarn.util.ConverterUtils; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; import java.io.File; import java.net.InetSocketAddress; @@ -97,7 +95,7 @@ public static ClusterClient createYarnClient(Options launcherOptions) { ApplicationId applicationId; if (StringUtils.isEmpty(launcherOptions.getAppId())) { - applicationId = getAppIdFromYarn(yarnClient); + applicationId = getAppIdFromYarn(yarnClient, launcherOptions); if(applicationId != null && StringUtils.isEmpty(applicationId.toString())) { throw new RuntimeException("No flink session found on yarn cluster."); } @@ -156,7 +154,7 @@ private static AbstractYarnClusterDescriptor getClusterDescriptor(Options launch return yarnClusterDescriptor; } - private static ApplicationId getAppIdFromYarn(YarnClient yarnClient) throws Exception{ + private static ApplicationId getAppIdFromYarn(YarnClient yarnClient, Options launcherOptions) throws Exception{ Set set = new HashSet<>(); set.add("Apache Flink"); EnumSet enumSet = EnumSet.noneOf(YarnApplicationState.class); @@ -175,6 +173,10 @@ private static ApplicationId getAppIdFromYarn(YarnClient yarnClient) throws Exce continue; } + if(!report.getQueue().equals(launcherOptions.getQueue())) { + continue; + } + int thisMemory = report.getApplicationResourceUsageReport().getNeededResources().getMemory(); int thisCores = report.getApplicationResourceUsageReport().getNeededResources().getVirtualCores(); diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 91a4bd1409..a9382f251c 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -25,6 +25,7 @@ import com.dtstack.flinkx.launcher.perjob.PerJobSubmitter; import com.dtstack.flinkx.options.OptionParser; import com.dtstack.flinkx.options.Options; +import com.dtstack.flinkx.util.JsonModifyUtil; import com.dtstack.flinkx.util.SysUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.client.program.ClusterClient; @@ -41,6 +42,7 @@ import java.net.URL; import java.nio.charset.StandardCharsets; import java.util.ArrayList; +import java.util.HashMap; import java.util.List; /** @@ -94,8 +96,24 @@ public static void main(String[] args) throws Exception { String mode = launcherOptions.getMode(); List argList = optionParser.getProgramExeArgList(); + // 将argList转化为HashMap，方便通过参数名称来获取参数值 + HashMap temp = new HashMap<>(16); + for (int i = 0; i < argList.size(); i += 2) { + temp.put(argList.get(i), argList.get(i + 1)); + } + // 对json中的值进行修改 + HashMap parameter = JsonModifyUtil.CommandTransform(temp.get("-p")); + temp.put("-job", JsonModifyUtil.JsonValueReplace(temp.get("-job"), parameter)); + + // 清空list，填充修改后的参数值 + argList.clear(); + for (int i = 0; i < temp.size(); i++) { + argList.add(temp.keySet().toArray()[i].toString()); + argList.add(temp.values().toArray()[i].toString()); + } + if(mode.equals(ClusterMode.local.name())) { - String[] localArgs = argList.toArray(new String[argList.size()]); + String[] localArgs = argList.toArray(new String[0]); com.dtstack.flinkx.Main.main(localArgs); } else { String pluginRoot = launcherOptions.getPluginRoot(); @@ -237,9 +255,8 @@ public boolean accept(File dir, String name) { } private static String readJob(String job) { - try { - File file = new File(job); - FileInputStream in = new FileInputStream(file); + File file = new File(job); + try (FileInputStream in = new FileInputStream(file)) { byte[] fileContent = new byte[(int) file.length()]; in.read(fileContent); in.close(); diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/YarnConfLoader.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/YarnConfLoader.java index 6707c8f138..b88eb078b8 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/YarnConfLoader.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/YarnConfLoader.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.launcher; +import com.dtstack.flinkx.constants.ConstantValue; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.yarn.conf.YarnConfiguration; @@ -42,7 +43,7 @@ public static YarnConfiguration getYarnConf(String yarnConfDir) { if(dir.exists() && dir.isDirectory()) { File[] xmlFileList = new File(yarnConfDir).listFiles((dir1, name) -> { - if(name.endsWith(".xml")){ + if(name.endsWith(ConstantValue.FILE_SUFFIX_XML)){ return true; } return false; diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java index 1d64181e81..508098067d 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java @@ -52,10 +52,10 @@ public static ClusterSpecification createClusterSpecification(Properties conProp int slotsPerTaskManager = 1; if(conProp != null){ - if(conProp.contains(JOBMANAGER_MEMORY_MB)){ + if(conProp.containsKey(JOBMANAGER_MEMORY_MB)){ jobmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(JOBMANAGER_MEMORY_MB))); } - if(conProp.contains(TASKMANAGER_MEMORY_MB)){ + if(conProp.containsKey(TASKMANAGER_MEMORY_MB)){ taskmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TASKMANAGER_MEMORY_MB))); } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java index d9025e2ed9..81c6387395 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java @@ -21,7 +21,7 @@ import com.dtstack.flinkx.launcher.ClassLoaderType; import com.dtstack.flinkx.launcher.YarnConfLoader; import com.dtstack.flinkx.options.Options; -import com.dtstack.flinkx.util.MapUtil; +import com.dtstack.flinkx.util.GsonUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.client.deployment.ClusterSpecification; import org.apache.flink.client.program.ClusterClient; @@ -64,7 +64,7 @@ public static String submit(Options options, File jarFile, String[] programArgs) Configuration flinkConfig = StringUtils.isEmpty(options.getFlinkconf()) ? new Configuration() : GlobalConfiguration.loadConfiguration(options.getFlinkconf()); flinkConfig.setString("classloader.resolve-order", "child-first"); - Properties conProp = MapUtil.jsonStrToObject(options.getConfProp(), Properties.class); + Properties conProp = GsonUtil.GSON.fromJson(options.getConfProp(), Properties.class); ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp); clusterSpecification.setCreateProgramDelay(true); clusterSpecification.setConfiguration(flinkConfig); diff --git a/flinkx-launcher/src/test/java/bigdata/FlinkConfigTest.java b/flinkx-launcher/src/test/java/bigdata/FlinkConfigTest.java deleted file mode 100644 index b974511769..0000000000 --- a/flinkx-launcher/src/test/java/bigdata/FlinkConfigTest.java +++ /dev/null @@ -1,19 +0,0 @@ -package bigdata; - -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.GlobalConfiguration; -import org.apache.flink.configuration.JobManagerOptions; - -import java.io.File; - -/** - * Created by softfly on 18/4/24. - */ -public class FlinkConfigTest { - public static void main(String[] args) { - //Configuration config = GlobalConfiguration.loadConfiguration("/hadoop/flink-1.4.0/conf"); - //System.out.println(config.getString(JobManagerOptions.ADDRESS)); - String msg = "xxx" + File.separator; - System.out.println(msg); - } -} diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java index 26438d51fe..b5d78ffecc 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java @@ -19,7 +19,13 @@ package com.dtstack.flinkx.mongodb; -import com.mongodb.*; +import com.mongodb.AuthenticationMechanism; +import com.mongodb.MongoClient; +import com.mongodb.MongoClientOptions; +import com.mongodb.MongoClientURI; +import com.mongodb.MongoCredential; +import com.mongodb.ServerAddress; +import com.mongodb.WriteConcern; import com.mongodb.client.MongoCursor; import org.apache.commons.lang.StringUtils; import org.bson.Document; diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java index 425dc21aa4..c419a2672e 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java @@ -29,9 +29,11 @@ import java.math.BigDecimal; import java.sql.Timestamp; import java.text.SimpleDateFormat; -import java.util.*; +import java.util.Arrays; +import java.util.Date; +import java.util.List; -import static com.dtstack.flinkx.enums.ColumnType.*; +import static com.dtstack.flinkx.enums.ColumnType.getType; /** * Utilities for mongodb database connection and data format conversion diff --git a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml index 09814f6c3f..a9caa60251 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml @@ -56,8 +56,12 @@ shade.mongodbreader.io.netty - com.google - shade.mongodbreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java index 3f3ec2d863..ac8e65d705 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java @@ -23,6 +23,7 @@ import com.dtstack.flinkx.mongodb.MongodbClientUtil; import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.StringUtil; import com.mongodb.BasicDBObject; import com.mongodb.MongoClient; @@ -37,7 +38,8 @@ import org.bson.conversions.Bson; import java.io.IOException; -import java.util.*; +import java.util.ArrayList; +import java.util.List; /** * Read plugin for reading static data @@ -149,6 +151,9 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOExcepti if(size * minNumSplits < docNum){ splits.add(new MongodbInputSplit((int)(size * minNumSplits), (int)(docNum - size * minNumSplits))); } + } catch (Exception e){ + LOG.error("error to create inputSplits, e = {}", ExceptionUtil.getErrorMessage(e)); + throw e; } finally { MongodbClientUtil.close(client, null); } diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java index 918fb6b8f3..e1661838c2 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.mongodb.reader; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.MetaColumn; @@ -55,5 +56,9 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + if (format.mongodbConfig.getFetchSize() > ConstantValue.MAX_BATCH_SIZE) { + throw new IllegalArgumentException("批量读取条数必须小于[200000]条"); + } } } diff --git a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml index 1d81ef36ef..a411920d71 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml @@ -56,8 +56,12 @@ shade.mongodbwriter.io.netty - com.google - shade.mongodbwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-mysql/flinkx-mysql-dreader/pom.xml b/flinkx-mysql/flinkx-mysql-dreader/pom.xml index 047e273350..21e5e39d4f 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-dreader/pom.xml @@ -62,8 +62,12 @@ shade.mysqldreader.io.netty - com.google - shade.mysqldreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/reader/MysqldReader.java b/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/reader/MysqldReader.java index 9eae9b3dee..60181af17c 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/reader/MysqldReader.java +++ b/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/reader/MysqldReader.java @@ -29,7 +29,6 @@ import java.util.ArrayList; import java.util.Collections; -import java.util.List; /** * @author toutian @@ -47,8 +46,8 @@ protected DistributedJdbcInputFormatBuilder getBuilder(){ } @Override - protected List buildConnections(){ - List sourceList = new ArrayList<>(connectionConfigs.size()); + protected ArrayList buildConnections(){ + ArrayList sourceList = new ArrayList<>(connectionConfigs.size()); for (ReaderConfig.ParameterConfig.ConnectionConfig connectionConfig : connectionConfigs) { String curUsername = (connectionConfig.getUsername() == null || connectionConfig.getUsername().length() == 0) ? username : connectionConfig.getUsername(); diff --git a/flinkx-mysql/flinkx-mysql-reader/pom.xml b/flinkx-mysql/flinkx-mysql-reader/pom.xml index 8856cdf063..a52536b7ec 100644 --- a/flinkx-mysql/flinkx-mysql-reader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-reader/pom.xml @@ -62,9 +62,13 @@ shade.mysqlreader.io.netty - com.google - shade.mysqlreader.com.google - + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + diff --git a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java index 7915c9bd64..630923f304 100644 --- a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java @@ -18,12 +18,11 @@ package com.dtstack.flinkx.mysql.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputSplit; import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.google.gson.Gson; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; @@ -53,7 +52,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { String startLocation = incrementConfig.getStartLocation(); if (incrementConfig.isPolling()) { - endLocationAccumulator.add(Long.parseLong(startLocation)); + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + } isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { getMaxValue(inputSplit); @@ -66,8 +67,10 @@ public void openInternal(InputSplit inputSplit) throws IOException { } querySql = buildQuerySql(inputSplit); - //MySQL流式读取 - fetchSize = Integer.MIN_VALUE; + JdbcInputSplit jdbcInputSplit = (JdbcInputSplit) inputSplit; + if (null != jdbcInputSplit.getStartLocation()) { + startLocation = jdbcInputSplit.getStartLocation(); + } executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); @@ -122,7 +125,6 @@ public Row nextRecordInternal(Row row) throws IOException { } return super.nextRecordInternal(row); }catch (Exception e) { - LOG.error("error to get next record, row = {}, descColumnTypeList = {}, e = {}", row, new Gson().toJson(descColumnTypeList), ExceptionUtil.getErrorMessage(e)); throw new IOException("Couldn't read data - " + e.getMessage(), e); } } diff --git a/flinkx-mysql/flinkx-mysql-reader/src/test/java/bigdata/TestMysqlPk.java b/flinkx-mysql/flinkx-mysql-reader/src/test/java/bigdata/TestMysqlPk.java deleted file mode 100644 index 50dff8f343..0000000000 --- a/flinkx-mysql/flinkx-mysql-reader/src/test/java/bigdata/TestMysqlPk.java +++ /dev/null @@ -1,22 +0,0 @@ -package bigdata; - -import com.dtstack.flinkx.mysql.MySqlDatabaseMeta; -import com.dtstack.flinkx.rdb.util.DbUtil; - -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.SQLException; -import java.util.Map; - - -public class TestMysqlPk { - public static void main(String[] args) throws ClassNotFoundException, SQLException { - MySqlDatabaseMeta databaseMeta = new MySqlDatabaseMeta(); - Class.forName(databaseMeta.getDriverClass()); - Connection conn = DriverManager.getConnection("jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true", "dtstack", "abc123"); - //List list = databaseMeta.listUniqueKeys("sb250", conn); - //System.out.println(list); - Map map = DbUtil.getPrimaryOrUniqueKeys("sb252", conn); - System.out.println(map); - } -} diff --git a/flinkx-mysql/flinkx-mysql-writer/pom.xml b/flinkx-mysql/flinkx-mysql-writer/pom.xml index 82e3aa55c4..94e5d95a50 100644 --- a/flinkx-mysql/flinkx-mysql-writer/pom.xml +++ b/flinkx-mysql/flinkx-mysql-writer/pom.xml @@ -62,8 +62,12 @@ shade.mysqlwriter.io.netty - com.google - shade.mysqlwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java index dd54b0ba18..1cb857e3ec 100644 --- a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java +++ b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java @@ -56,7 +56,7 @@ public class OdpsUtil { public static int MAX_RETRY_TIME = 3; - public static final long BUFFER_SIZE_DEFAULT = 64 * 1024 * 1024; + public static final long BUFFER_SIZE_DEFAULT = 64 * 1024 * 1024L; public static Odps initOdps(Map odpsConfig) { String odpsServer = odpsConfig.get(OdpsConfigKeys.KEY_ODPS_SERVER); diff --git a/flinkx-odps/flinkx-odps-reader/pom.xml b/flinkx-odps/flinkx-odps-reader/pom.xml index 866fd622fe..8007e473c0 100644 --- a/flinkx-odps/flinkx-odps-reader/pom.xml +++ b/flinkx-odps/flinkx-odps-reader/pom.xml @@ -50,6 +50,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java index 1bd4db402b..eba6fc7175 100644 --- a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java +++ b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java @@ -19,11 +19,11 @@ package com.dtstack.flinkx.odps.reader; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import com.dtstack.flinkx.odps.OdpsConfigKeys; import com.dtstack.flinkx.reader.MetaColumn; import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.odps.OdpsConfigKeys.*; /** * The Builder of OdpsInputFormat @@ -41,7 +41,7 @@ public OdpsInputFormatBuilder() { public void setOdpsConfig(Map odpsConfig) { format.odpsConfig = odpsConfig; - format.projectName = odpsConfig.get(KEY_PROJECT); + format.projectName = odpsConfig.get(OdpsConfigKeys.KEY_PROJECT); } public void setTableName(String tableName) { diff --git a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsReader.java b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsReader.java index 4a076ce122..f45ee2d76a 100644 --- a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsReader.java +++ b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsReader.java @@ -29,7 +29,9 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.odps.OdpsConfigKeys.*; +import static com.dtstack.flinkx.odps.OdpsConfigKeys.KEY_ODPS_CONFIG; +import static com.dtstack.flinkx.odps.OdpsConfigKeys.KEY_PARTITION; +import static com.dtstack.flinkx.odps.OdpsConfigKeys.KEY_TABLE; /** * The reader plugin of Odps diff --git a/flinkx-odps/flinkx-odps-writer/pom.xml b/flinkx-odps/flinkx-odps-writer/pom.xml index b268bf43b1..f1622adc0b 100644 --- a/flinkx-odps/flinkx-odps-writer/pom.xml +++ b/flinkx-odps/flinkx-odps-writer/pom.xml @@ -55,6 +55,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormat.java b/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormat.java index 7e6510104d..cdf8b9c6e8 100644 --- a/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormat.java +++ b/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormat.java @@ -116,7 +116,7 @@ public void writeSingleRecordInternal(Row row) throws WriteRecordException{ @Override protected void writeMultipleRecordsInternal() throws Exception { - throw new UnsupportedOperationException(); + notSupportBatchWrite("OdpsWriter"); } private Record row2record(Row row, String[] columnTypes) throws WriteRecordException { diff --git a/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormatBuilder.java b/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormatBuilder.java index 95c7dad246..ee3d21d10a 100644 --- a/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormatBuilder.java +++ b/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormatBuilder.java @@ -76,5 +76,7 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + notSupportBatchWrite("OdpsWriter"); } } diff --git a/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java b/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java index 5033bf64af..bc4b88f3ba 100644 --- a/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java +++ b/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java @@ -36,7 +36,7 @@ public class OracleDatabaseMeta extends BaseDatabaseMeta { public String quoteTable(String table) { table = table.replace("\"",""); String[] part = table.split("\\."); - if(part.length == 2) { + if(part.length == DB_TABLE_PART_SIZE) { table = getStartQuote() + part[0] + getEndQuote() + "." + getStartQuote() + part[1] + getEndQuote(); } else { table = getStartQuote() + table + getEndQuote(); diff --git a/flinkx-oracle/flinkx-oracle-reader/pom.xml b/flinkx-oracle/flinkx-oracle-reader/pom.xml index 52ff1880be..225d8e2554 100644 --- a/flinkx-oracle/flinkx-oracle-reader/pom.xml +++ b/flinkx-oracle/flinkx-oracle-reader/pom.xml @@ -62,8 +62,12 @@ shade.oracleReader.io.netty - com.google.guava - shade.oracleReader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-oracle/flinkx-oracle-reader/src/test/java/com/dtstack/flinkx/oracle/reader/test/OracleLocalTest.java b/flinkx-oracle/flinkx-oracle-reader/src/test/java/com/dtstack/flinkx/oracle/reader/test/OracleLocalTest.java deleted file mode 100644 index d4227ff774..0000000000 --- a/flinkx-oracle/flinkx-oracle-reader/src/test/java/com/dtstack/flinkx/oracle/reader/test/OracleLocalTest.java +++ /dev/null @@ -1,22 +0,0 @@ -package com.dtstack.flinkx.oracle.reader.test; - -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.SQLException; - -/** - * Created by softfly on 18/2/1. - */ -public class OracleLocalTest { - public static void main(String[] args) throws ClassNotFoundException, SQLException { - final String DRIVER = "oracle.jdbc.OracleDriver"; - final String URL = "jdbc:oracle:thin:dev/pass1234@172.16.8.121:1521:dtstack"; - final String USER = "dev"; - final String PASSWORD = "pass1234"; - Connection connection = null; - Class.forName(DRIVER); - connection = DriverManager.getConnection(URL); - - - } -} diff --git a/flinkx-oracle/flinkx-oracle-writer/pom.xml b/flinkx-oracle/flinkx-oracle-writer/pom.xml index c6fc7b4e2b..6e9c1850e7 100644 --- a/flinkx-oracle/flinkx-oracle-writer/pom.xml +++ b/flinkx-oracle/flinkx-oracle-writer/pom.xml @@ -63,8 +63,12 @@ shade.oracleWriter.io.netty - com.google.guava - shade.oracleWriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java b/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java index ed77a77ea4..98840d5b10 100644 --- a/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java +++ b/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java @@ -18,11 +18,16 @@ package com.dtstack.flinkx.oracle.format; import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.oracle.OracleDatabaseMeta; import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; import com.dtstack.flinkx.util.DateUtil; import org.apache.flink.types.Row; -import java.sql.*; +import java.sql.Connection; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.sql.Timestamp; import java.text.SimpleDateFormat; import java.util.ArrayList; import java.util.HashMap; @@ -63,7 +68,7 @@ protected List probeFullColumns(String table, Connection dbConn) throws String schema =null; String[] parts = table.split("\\."); - if(parts.length == 2) { + if(parts.length == OracleDatabaseMeta.DB_TABLE_PART_SIZE) { schema = parts[0].toUpperCase(); table = parts[1]; } @@ -79,24 +84,26 @@ protected List probeFullColumns(String table, Connection dbConn) throws @Override protected Map> probePrimaryKeys(String table, Connection dbConn) throws SQLException { Map> map = new HashMap<>(16); - PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL,table)); - ResultSet rs = ps.executeQuery(); - while(rs.next()) { - String indexName = rs.getString("INDEX_NAME"); - if(!map.containsKey(indexName)) { - map.put(indexName,new ArrayList<>()); + try (PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL, table)); + ResultSet rs = ps.executeQuery()) { + while(rs.next()) { + String indexName = rs.getString("INDEX_NAME"); + if(!map.containsKey(indexName)) { + map.put(indexName,new ArrayList<>()); + } + map.get(indexName).add(rs.getString("COLUMN_NAME")); } - map.get(indexName).add(rs.getString("COLUMN_NAME")); - } - Map> retMap = new HashMap<>((map.size()<<2)/3); - for(Map.Entry> entry: map.entrySet()) { - String k = entry.getKey(); - List v = entry.getValue(); - if(v!=null && v.size() != 0 && v.get(0) != null) { - retMap.put(k, v); + + Map> retMap = new HashMap<>((map.size()<<2)/3); + for(Map.Entry> entry: map.entrySet()) { + String k = entry.getKey(); + List v = entry.getValue(); + if(v!=null && v.size() != 0 && v.get(0) != null) { + retMap.put(k, v); + } } + return retMap; } - return retMap; } } diff --git a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml index 182ea07067..04f327d64e 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml +++ b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml index 180385dc01..b067a02a7e 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml @@ -56,6 +56,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java index 4d5c46149d..a8fc44fdb5 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java +++ b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java @@ -30,7 +30,6 @@ import java.io.IOException; import java.sql.SQLException; -import java.sql.Statement; import java.util.ArrayList; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -67,7 +66,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { // 部分驱动需要关闭事务自动提交，fetchSize参数才会起作用 dbConn.setAutoCommit(false); - Statement statement = dbConn.createStatement(resultSetType, resultSetConcurrency); + statement = dbConn.createStatement(resultSetType, resultSetConcurrency); statement.setFetchSize(0); diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index b97dab27c8..1dc16435a8 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -56,6 +56,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-polardb/flinkx-polardb-dreader/pom.xml b/flinkx-polardb/flinkx-polardb-dreader/pom.xml index d477787cac..26060ebcf6 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-dreader/pom.xml @@ -56,6 +56,14 @@ com.mysql shade.polardb.com.mysql + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + diff --git a/flinkx-polardb/flinkx-polardb-dreader/src/main/java/com/dtstack/flinkx/polardbd/reader/PolardbdReader.java b/flinkx-polardb/flinkx-polardb-dreader/src/main/java/com/dtstack/flinkx/polardbd/reader/PolardbdReader.java index b7b3e95855..5e21aec025 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/src/main/java/com/dtstack/flinkx/polardbd/reader/PolardbdReader.java +++ b/flinkx-polardb/flinkx-polardb-dreader/src/main/java/com/dtstack/flinkx/polardbd/reader/PolardbdReader.java @@ -21,7 +21,6 @@ import com.dtstack.flinkx.mysqld.reader.MysqldReader; import com.dtstack.flinkx.polardbd.PolardbDatabaseMeta; import com.dtstack.flinkx.polardbd.format.PolardbdInputFormat; -import com.dtstack.flinkx.rdb.inputformat.DistributedJdbcInputFormat; import com.dtstack.flinkx.rdb.inputformat.DistributedJdbcInputFormatBuilder; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; diff --git a/flinkx-polardb/flinkx-polardb-reader/pom.xml b/flinkx-polardb/flinkx-polardb-reader/pom.xml index 093bdb5152..77ca955ae3 100644 --- a/flinkx-polardb/flinkx-polardb-reader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-reader/pom.xml @@ -55,6 +55,14 @@ com.mysql shade.polardb.com.mysql + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + diff --git a/flinkx-polardb/flinkx-polardb-writer/pom.xml b/flinkx-polardb/flinkx-polardb-writer/pom.xml index d088128085..4ca3fb7511 100644 --- a/flinkx-polardb/flinkx-polardb-writer/pom.xml +++ b/flinkx-polardb/flinkx-polardb-writer/pom.xml @@ -56,6 +56,14 @@ com.mysql shade.polardb.com.mysql + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java index 985b99efaa..4af93b9480 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java @@ -20,10 +20,7 @@ import com.dtstack.flinkx.enums.EDatabaseType; import com.dtstack.flinkx.rdb.BaseDatabaseMeta; -import org.apache.commons.lang3.StringUtils; -import java.util.ArrayList; -import java.util.Iterator; import java.util.List; import java.util.Map; diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java index 190ff818b1..04f5616f23 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java @@ -19,8 +19,10 @@ package com.dtstack.flinkx.postgresql; import com.dtstack.flinkx.rdb.type.TypeConverterInterface; +import org.apache.commons.lang3.StringUtils; import java.util.Arrays; +import java.util.Collections; import java.util.List; /** @@ -35,9 +37,9 @@ public class PostgresqlTypeConverter implements TypeConverterInterface { private List byteTypes = Arrays.asList("bytea","bit varying"); - private List bitTypes = Arrays.asList("bit"); + private List bitTypes = Collections.singletonList("bit"); - private List doubleTypes = Arrays.asList("money"); + private List doubleTypes = Collections.singletonList("money"); private List intTypes = Arrays.asList("int","int2","int4","int8"); @@ -46,19 +48,24 @@ public Object convert(Object data,String typeName) { if (data == null){ return null; } - + String dataValue = data.toString(); + if(stringTypes.contains(typeName)){ + return dataValue; + } + if(StringUtils.isBlank(dataValue)){ + return null; + } if(doubleTypes.contains(typeName)){ - data = Double.parseDouble(String.valueOf(data)); + if(StringUtils.startsWith(dataValue, "$")){ + dataValue = StringUtils.substring(dataValue, 1); + } + data = Double.parseDouble(dataValue); } else if(bitTypes.contains(typeName)){ // - } else if(stringTypes.contains(typeName)){ - data = String.valueOf(data); - } else if(byteTypes.contains(typeName)){ - data = Byte.valueOf(String.valueOf(data)); + }else if(byteTypes.contains(typeName)){ + data = Byte.valueOf(dataValue); } else if(intTypes.contains(typeName)){ - if(data instanceof String){ - data = Integer.parseInt(data.toString()); - } + data = Integer.parseInt(dataValue); } return data; diff --git a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml index f103f55d85..6e3b8612d6 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml @@ -63,8 +63,12 @@ shade.postgresqlreader.io.netty - com.google - shade.postgresqlreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java index 9f3f96c342..44ffade153 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java +++ b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.postgresql.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputSplit; import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; @@ -51,7 +52,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { String startLocation = incrementConfig.getStartLocation(); if (incrementConfig.isPolling()) { - endLocationAccumulator.add(Long.parseLong(startLocation)); + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + } isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { getMaxValue(inputSplit); @@ -64,6 +67,10 @@ public void openInternal(InputSplit inputSplit) throws IOException { } querySql = buildQuerySql(inputSplit); + JdbcInputSplit jdbcInputSplit = (JdbcInputSplit) inputSplit; + if (null != jdbcInputSplit.getStartLocation()) { + startLocation = jdbcInputSplit.getStartLocation(); + } executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); diff --git a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml index 2264b0dddb..7f6857ea04 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml @@ -62,8 +62,12 @@ shade.postgresqlwriter.io.netty - com.google - shade.postgresqlwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java index ad667ceb13..758be23ace 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java @@ -21,7 +21,11 @@ import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.StringUtils; import java.io.Serializable; -import java.util.*; +import java.util.ArrayList; +import java.util.HashSet; +import java.util.List; +import java.util.Map; +import java.util.Set; /** * Abstract base parent class of other database prototype implementations @@ -31,6 +35,8 @@ */ public abstract class BaseDatabaseMeta implements DatabaseInterface, Serializable { + public static final int DB_TABLE_PART_SIZE = 2; + @Override public String getStartQuote() { return "\""; diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java index 581d2030d9..f82521a483 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java @@ -25,15 +25,19 @@ import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.SysUtil; import com.dtstack.flinkx.util.TelnetUtil; -import com.google.gson.Gson; import org.apache.commons.lang.StringUtils; import org.apache.flink.util.CollectionUtil; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.BufferedReader; -import java.math.BigDecimal; -import java.sql.*; +import java.sql.Clob; +import java.sql.Connection; +import java.sql.DriverManager; +import java.sql.ResultSet; +import java.sql.ResultSetMetaData; +import java.sql.SQLException; +import java.sql.Statement; import java.util.ArrayList; import java.util.HashMap; import java.util.List; @@ -41,9 +45,9 @@ import java.util.regex.Pattern; /** + * * Utilities for relational database connection and sql execution * company: www.dtstack.com - * * @author huyifan_zju@ */ public class DbUtil { @@ -72,6 +76,9 @@ public class DbUtil { */ private static int NANOS_LENGTH = 19; + public static int NANOS_PART_LENGTH = 9; + private static int FORMAT_TIME_NANOS_LENGTH = 29; + /** * jdbc连接URL的分割正则，用于获取URL?后的连接参数 */ @@ -93,16 +100,15 @@ public class DbUtil { /** * 获取jdbc连接(超时10S) - * - * @param url url - * @param username 账号 - * @param password 密码 + * @param url url + * @param username 账号 + * @param password 密码 * @return * @throws SQLException */ private static Connection getConnectionInternal(String url, String username, String password) throws SQLException { Connection dbConn; - synchronized (ClassUtil.LOCK_STR) { + synchronized (ClassUtil.LOCK_STR){ DriverManager.setLoginTimeout(10); // telnet @@ -120,10 +126,9 @@ private static Connection getConnectionInternal(String url, String username, Str /** * 获取jdbc连接(重试3次) - * - * @param url url - * @param username 账号 - * @param password 密码 + * @param url url + * @param username 账号 + * @param password 密码 * @return * @throws SQLException */ @@ -136,8 +141,10 @@ public static Connection getConnection(String url, String username, String passw for (int i = 0; i < MAX_RETRY_TIMES && failed; ++i) { try { dbConn = getConnectionInternal(url, username, password); - dbConn.createStatement().execute("select 111"); - failed = false; + try (Statement statement = dbConn.createStatement()){ + statement.execute("select 111"); + failed = false; + } } catch (Exception e) { if (dbConn != null) { dbConn.close(); @@ -157,10 +164,9 @@ public static Connection getConnection(String url, String username, String passw /** * 关闭连接资源 - * - * @param rs ResultSet - * @param stmt Statement - * @param conn Connection + * @param rs ResultSet + * @param stmt Statement + * @param conn Connection * @param commit */ public static void closeDbResources(ResultSet rs, Statement stmt, Connection conn, boolean commit) { @@ -182,7 +188,7 @@ public static void closeDbResources(ResultSet rs, Statement stmt, Connection con if (null != conn) { try { - if (commit) { + if(commit){ commit(conn); } @@ -195,76 +201,49 @@ public static void closeDbResources(ResultSet rs, Statement stmt, Connection con /** * 手动提交事物 - * * @param conn Connection */ - public static void commit(Connection conn) { + public static void commit(Connection conn){ try { - if (!conn.isClosed() && !conn.getAutoCommit()) { + if (!conn.isClosed() && !conn.getAutoCommit()){ conn.commit(); } - } catch (SQLException e) { + } catch (SQLException e){ LOG.warn("commit error:{}", ExceptionUtil.getErrorMessage(e)); } } /** * 批量执行sql - * * @param dbConn Connection * @param sqls sql列表 */ public static void executeBatch(Connection dbConn, List sqls) { - if (sqls == null || sqls.size() == 0) { + if(sqls == null || sqls.size() == 0) { return; } - try { - Statement stmt = dbConn.createStatement(); - for (String sql : sqls) { + try (Statement stmt = dbConn.createStatement()) { + for(String sql : sqls) { stmt.addBatch(sql); } stmt.executeBatch(); } catch (SQLException e) { - throw new RuntimeException("execute batch sql error:{}", e); + throw new RuntimeException("execute batch sql error:{}",e); } finally { commit(dbConn); } } - /** - * 获取某数据库某表的主键和唯一索引 - * - * @param table 表名 - * @param dbConn 数据库连接 - * @return - * @throws SQLException - */ - public static Map> getPrimaryOrUniqueKeys(String table, Connection dbConn) throws SQLException { - Map> keyMap = new HashMap<>(16); - DatabaseMetaData meta = dbConn.getMetaData(); - ResultSet rs = meta.getIndexInfo(null, null, table, true, false); - while (rs.next()) { - String pkName = rs.getString(6); - String columnName = rs.getString(9); - if (!keyMap.containsKey(pkName)) { - keyMap.put(pkName, new ArrayList<>()); - } - keyMap.get(pkName).add(columnName); - } - return keyMap; - } - /** * 封装channel通道顺序 - * * @param channels * @return */ - public static Object[][] getParameterValues(final int channels) { + public static Object[][] getParameterValues(final int channels){ ParameterValuesProvider provider = () -> { Integer[][] parameters = new Integer[channels][]; - for (int i = 0; i < channels; ++i) { + for(int i = 0; i < channels; ++i) { parameters[i] = new Integer[2]; parameters[i][0] = channels; parameters[i][1] = i; @@ -277,110 +256,65 @@ public static Object[][] getParameterValues(final int channels) { /** * 获取表列名类型列表 - * * @param dbUrl jdbc url * @param username 数据库账号 * @param password 数据库密码 * @param databaseInterface DatabaseInterface * @param table 表名 - * @param metaColumns MetaColumn列表 - * @return 字段类型list列表 + * @param metaColumns MetaColumn列表 + * @return */ - public static List analyzeTable(String dbUrl, String username, String password, DatabaseInterface databaseInterface, String table, List metaColumns) { - List descColumnTypeList = new ArrayList<>(metaColumns.size()); + public static List analyzeTable(String dbUrl, String username, String password, DatabaseInterface databaseInterface, + String table, List metaColumns) { + List ret = new ArrayList<>(metaColumns.size()); Connection dbConn = null; Statement stmt = null; ResultSet rs = null; try { dbConn = getConnection(dbUrl, username, password); + if (null == dbConn) { + throw new RuntimeException("Get hive connection error"); + } + stmt = dbConn.createStatement(); rs = stmt.executeQuery(databaseInterface.getSqlQueryFields(databaseInterface.quoteTable(table))); ResultSetMetaData rd = rs.getMetaData(); - boolean flag = ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName()); - Map nameTypeMap = new HashMap<>((rd.getColumnCount() << 2) / 3); - for (int i = 1; i <= rd.getColumnCount(); i++) { - if(flag){ - descColumnTypeList.add(rd.getColumnTypeName(i)); - }else{ - nameTypeMap.put(rd.getColumnName(i), rd.getColumnTypeName(i)); - } + Map nameTypeMap = new HashMap<>((rd.getColumnCount() << 2) / 3); + for(int i = 0; i < rd.getColumnCount(); ++i) { + nameTypeMap.put(rd.getColumnName(i+1),rd.getColumnTypeName(i+1)); } - if(!flag){ - for (MetaColumn metaColumn : metaColumns) { - if (metaColumn.getValue() != null) { - descColumnTypeList.add("string"); - } else { - descColumnTypeList.add(nameTypeMap.get(metaColumn.getName())); - } + + for (MetaColumn metaColumn : metaColumns) { + if(metaColumn.getValue() != null){ + ret.add("string"); + } else { + ret.add(nameTypeMap.get(metaColumn.getName())); } } } catch (SQLException e) { - LOG.error("error to analyzeTable, dbUrl = {}, table = {}, metaColumns = {}, e = {}", dbUrl, table, new Gson().toJson(metaColumns), ExceptionUtil.getErrorMessage(e)); throw new RuntimeException(e); } finally { closeDbResources(rs, stmt, dbConn, false); } - return descColumnTypeList; - } - - /** - * 占位符设值 - * - * @param param 参数 - * @param statement PreparedStatement - * @param i 占位符位置 - * @throws SQLException - */ - public static void setParameterValue(Object param, PreparedStatement statement, int i) throws SQLException { - if (param instanceof String) { - statement.setString(i + 1, (String) param); - } else if (param instanceof Long) { - statement.setLong(i + 1, (Long) param); - } else if (param instanceof Integer) { - statement.setInt(i + 1, (Integer) param); - } else if (param instanceof Double) { - statement.setDouble(i + 1, (Double) param); - } else if (param instanceof Boolean) { - statement.setBoolean(i + 1, (Boolean) param); - } else if (param instanceof Float) { - statement.setFloat(i + 1, (Float) param); - } else if (param instanceof BigDecimal) { - statement.setBigDecimal(i + 1, (BigDecimal) param); - } else if (param instanceof Byte) { - statement.setByte(i + 1, (Byte) param); - } else if (param instanceof Short) { - statement.setShort(i + 1, (Short) param); - } else if (param instanceof Date) { - statement.setDate(i + 1, (Date) param); - } else if (param instanceof Time) { - statement.setTime(i + 1, (Time) param); - } else if (param instanceof Timestamp) { - statement.setTimestamp(i + 1, (Timestamp) param); - } else if (param instanceof Array) { - statement.setArray(i + 1, (Array) param); - } else { - //extends with other types if needed - throw new IllegalArgumentException("open() failed. Parameter " + i + " of type " + param.getClass() + " is not handled (yet)."); - } + return ret; } /** * clob转string - * - * @param obj clob + * @param obj clob * @return * @throws Exception */ - public static Object clobToString(Object obj) throws Exception { + public static Object clobToString(Object obj) throws Exception{ String dataStr; - if (obj instanceof Clob) { - Clob clob = (Clob) obj; + if(obj instanceof Clob){ + Clob clob = (Clob)obj; BufferedReader bf = new BufferedReader(clob.getCharacterStream()); StringBuilder stringBuilder = new StringBuilder(); String line; - while ((line = bf.readLine()) != null) { + while ((line = bf.readLine()) != null){ stringBuilder.append(line); } dataStr = stringBuilder.toString(); @@ -393,34 +327,32 @@ public static Object clobToString(Object obj) throws Exception { /** * 获取纳秒字符串 - * - * @param timeStr + * @param timeStr 2020-03-23 11:03:22.000000000 * @return */ - public static String getNanosTimeStr(String timeStr) { - if (timeStr.length() < 29) { - timeStr += StringUtils.repeat("0", 29 - timeStr.length()); + public static String getNanosTimeStr(String timeStr){ + if(timeStr.length() < FORMAT_TIME_NANOS_LENGTH){ + timeStr += StringUtils.repeat("0",FORMAT_TIME_NANOS_LENGTH - timeStr.length()); } return timeStr; } /** * 将边界位置时间转换成对应饿的纳秒时间 - * * @param startLocation 边界位置(起始/结束) * @return */ - public static int getNanos(long startLocation) { + public static int getNanos(long startLocation){ String timeStr = String.valueOf(startLocation); int nanos; - if (timeStr.length() == SECOND_LENGTH) { + if (timeStr.length() == SECOND_LENGTH){ nanos = 0; - } else if (timeStr.length() == MILLIS_LENGTH) { - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, MILLIS_LENGTH)) * 1000000; - } else if (timeStr.length() == MICRO_LENGTH) { - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, MICRO_LENGTH)) * 1000; - } else if (timeStr.length() == NANOS_LENGTH) { - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, NANOS_LENGTH)); + } else if (timeStr.length() == MILLIS_LENGTH){ + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,MILLIS_LENGTH)) * 1000000; + } else if (timeStr.length() == MICRO_LENGTH){ + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,MICRO_LENGTH)) * 1000; + } else if (timeStr.length() == NANOS_LENGTH){ + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,NANOS_LENGTH)); } else { throw new IllegalArgumentException("Unknown time unit:startLocation=" + startLocation); } @@ -430,20 +362,19 @@ public static int getNanos(long startLocation) { /** * 将边界位置时间转换成对应饿的毫秒时间 - * - * @param startLocation 边界位置(起始/结束) + * @param startLocation 边界位置(起始/结束) * @return */ - public static long getMillis(long startLocation) { + public static long getMillis(long startLocation){ String timeStr = String.valueOf(startLocation); long millisSecond; - if (timeStr.length() == SECOND_LENGTH) { + if (timeStr.length() == SECOND_LENGTH){ millisSecond = startLocation * 1000; - } else if (timeStr.length() == MILLIS_LENGTH) { + } else if (timeStr.length() == MILLIS_LENGTH){ millisSecond = startLocation; - } else if (timeStr.length() == MICRO_LENGTH) { + } else if (timeStr.length() == MICRO_LENGTH){ millisSecond = startLocation / 1000; - } else if (timeStr.length() == NANOS_LENGTH) { + } else if (timeStr.length() == NANOS_LENGTH){ millisSecond = startLocation / 1000000; } else { throw new IllegalArgumentException("Unknown time unit:startLocation=" + startLocation); @@ -454,24 +385,23 @@ public static long getMillis(long startLocation) { /** * 格式化jdbc连接 - * - * @param dbUrl 原jdbc连接 - * @param extParamMap 需要额外添加的参数 - * @return 格式化后jdbc连接URL字符串 + * @param dbUrl 原jdbc连接 + * @param extParamMap 需要额外添加的参数 + * @return 格式化后jdbc连接URL字符串 */ - public static String formatJdbcUrl(String dbUrl, Map extParamMap) { + public static String formatJdbcUrl(String dbUrl, Map extParamMap){ String[] splits = DB_PATTERN.split(dbUrl); - Map paramMap = new HashMap<>(16); - if (splits.length > 1) { + Map paramMap = new HashMap<>(16); + if(splits.length > 1) { String[] pairs = splits[1].split("&"); - for (String pair : pairs) { + for(String pair : pairs) { String[] leftRight = pair.split("="); paramMap.put(leftRight[0], leftRight[1]); } } - if (!CollectionUtil.isNullOrEmpty(extParamMap)) { + if(!CollectionUtil.isNullOrEmpty(extParamMap)){ paramMap.putAll(extParamMap); } paramMap.put("useCursorFetch", "true"); @@ -480,8 +410,8 @@ public static String formatJdbcUrl(String dbUrl, Map extParamMap StringBuffer sb = new StringBuffer(dbUrl.length() + 128); sb.append(splits[0]).append("?"); int index = 0; - for (Map.Entry entry : paramMap.entrySet()) { - if (index != 0) { + for(Map.Entry entry : paramMap.entrySet()) { + if(index != 0) { sb.append("&"); } sb.append(entry.getKey()).append("=").append(entry.getValue()); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/DistributedJdbcDataReader.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/DistributedJdbcDataReader.java index 4faa32e0ce..f4442111d7 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/DistributedJdbcDataReader.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/DistributedJdbcDataReader.java @@ -107,8 +107,8 @@ protected DistributedJdbcInputFormatBuilder getBuilder(){ throw new RuntimeException("子类必须覆盖getBuilder方法"); } - protected List buildConnections(){ - List sourceList = new ArrayList<>(connectionConfigs.size()); + protected ArrayList buildConnections(){ + ArrayList sourceList = new ArrayList<>(connectionConfigs.size()); for (ReaderConfig.ParameterConfig.ConnectionConfig connectionConfig : connectionConfigs) { String curUsername = (StringUtils.isBlank(connectionConfig.getUsername())) ? username : connectionConfig.getUsername(); String curPassword = (StringUtils.isBlank(connectionConfig.getPassword())) ? password : connectionConfig.getPassword(); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java index 85fd1e8db0..aec41f2601 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java @@ -30,7 +30,11 @@ import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import java.io.*; +import java.io.ByteArrayInputStream; +import java.io.ByteArrayOutputStream; +import java.io.IOException; +import java.io.ObjectInputStream; +import java.io.ObjectOutputStream; import java.sql.Connection; import java.sql.ResultSet; import java.sql.SQLException; @@ -65,7 +69,7 @@ public class DistributedJdbcInputFormat extends BaseRichInputFormat { protected List descColumnTypeList; - protected List sourceList; + protected ArrayList sourceList; protected transient int sourceIndex; @@ -198,7 +202,7 @@ protected void closeCurrentSource(){ @Override protected void closeInternal() throws IOException { - + closeCurrentSource(); } @Override @@ -209,7 +213,7 @@ public InputSplit[] createInputSplitsInternal(int minPart) throws IOException { Object[][] parmeter = DbUtil.getParameterValues(numPartitions); for (int j = 0; j < numPartitions; j++) { DistributedJdbcInputSplit split = new DistributedJdbcInputSplit(j,numPartitions); - List sourceCopy = deepCopyList(sourceList); + ArrayList sourceCopy = deepCopyList(sourceList); for (int i = 0; i < sourceCopy.size(); i++) { sourceCopy.get(i).setSplitByKey(true); sourceCopy.get(i).setParameterValues(parmeter[j]); @@ -222,7 +226,9 @@ public InputSplit[] createInputSplitsInternal(int minPart) throws IOException { if (partNum == 0){ for (int i = 0; i < sourceList.size(); i++) { DistributedJdbcInputSplit split = new DistributedJdbcInputSplit(i,numPartitions); - split.setSourceList(Arrays.asList(sourceList.get(i))); + ArrayList arrayList = new ArrayList<>(); + arrayList.add(sourceList.get(i)); + split.setSourceList(arrayList); inputSplits[i] = split; } } else { @@ -251,7 +257,7 @@ public boolean reachedEnd() throws IOException { return readNextRecord(); } - public List deepCopyList(List src) throws IOException{ + public ArrayList deepCopyList(ArrayList src) throws IOException{ try { ByteArrayOutputStream byteOut = new ByteArrayOutputStream(); ObjectOutputStream out = new ObjectOutputStream(byteOut); @@ -259,7 +265,7 @@ public List deepCopyList(List src) throws IOException{ ByteArrayInputStream byteIn = new ByteArrayInputStream(byteOut.toByteArray()); ObjectInputStream in = new ObjectInputStream(byteIn); - List dest = (List) in.readObject(); + ArrayList dest = (ArrayList) in.readObject(); return dest; } catch (Exception e){ diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormatBuilder.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormatBuilder.java index 28f2c2c5f1..0c8b21c07f 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormatBuilder.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormatBuilder.java @@ -24,6 +24,7 @@ import com.dtstack.flinkx.reader.MetaColumn; import org.apache.commons.lang.StringUtils; +import java.util.ArrayList; import java.util.List; /** @@ -65,7 +66,7 @@ public void setSplitKey(String splitKey){ format.splitKey = splitKey; } - public void setSourceList(List sourceList){ + public void setSourceList(ArrayList sourceList){ format.sourceList = sourceList; } diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputSplit.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputSplit.java index 724f9532d5..43df7f5c88 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputSplit.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputSplit.java @@ -32,7 +32,7 @@ */ public class DistributedJdbcInputSplit extends GenericInputSplit { - private List sourceList; + private ArrayList sourceList; public DistributedJdbcInputSplit(int partitionNumber, int totalNumberOfPartitions) { super(partitionNumber, totalNumberOfPartitions); @@ -54,11 +54,11 @@ public void addSource(DataSource source){ this.sourceList.add(source); } - public List getSourceList() { + public ArrayList getSourceList() { return sourceList; } - public void setSourceList(List sourceList) { + public void setSourceList(ArrayList sourceList) { this.sourceList = sourceList; } } diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index 7e0bd337b5..abea76ad8c 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -27,15 +27,15 @@ import com.dtstack.flinkx.rdb.type.TypeConverterInterface; import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.reader.MetaColumn; -import com.dtstack.flinkx.util.*; import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.FileSystemUtil; import com.dtstack.flinkx.util.StringUtil; import com.dtstack.flinkx.util.UrlUtil; import com.google.gson.Gson; import org.apache.commons.lang3.StringUtils; -import org.apache.flink.api.common.accumulators.Accumulator; import org.apache.flink.api.common.accumulators.LongMaximum; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; @@ -47,9 +47,17 @@ import org.codehaus.jackson.map.ObjectMapper; import java.io.IOException; -import java.sql.*; +import java.sql.Connection; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.sql.Statement; +import java.sql.Timestamp; +import java.util.ArrayList; import java.util.Date; -import java.util.*; +import java.util.HashMap; +import java.util.List; +import java.util.Map; import java.util.concurrent.TimeUnit; /** @@ -162,7 +170,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { initMetric(inputSplit); String startLocation = incrementConfig.getStartLocation(); if (incrementConfig.isPolling()) { - endLocationAccumulator.add(Long.parseLong(startLocation)); + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + } isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { getMaxValue(inputSplit); @@ -260,6 +270,12 @@ public Row nextRecordInternal(Row row) throws IOException { boolean isUpdateLocation = incrementConfig.isPolling() || (incrementConfig.isIncrement() && !incrementConfig.isUseMaxFunc()); if (isUpdateLocation) { Object incrementVal = resultSet.getObject(incrementConfig.getColumnName()); + if(incrementVal != null) { + if((incrementVal instanceof java.util.Date + || incrementVal.getClass().getSimpleName().toUpperCase().contains("TIMESTAMP")) ) { + incrementVal = resultSet.getTimestamp(incrementConfig.getColumnName()); + } + } String location; if(incrementConfig.isPolling()){ location = String.valueOf(incrementVal); @@ -379,7 +395,7 @@ public String getMaxValueFromApi(){ } String url = monitorUrls; - if (monitorUrls.startsWith("http")) { + if (monitorUrls.startsWith(ConstantValue.PROTOCOL_HTTP)) { url = String.format("%s/jobs/%s/accumulators", monitorUrls, jobId); } @@ -715,10 +731,10 @@ private String getLocation(String columnType, Object columnVal) { long time = ((Timestamp) columnVal).getTime() / 1000; String nanosStr = String.valueOf(((Timestamp) columnVal).getNanos()); - if (nanosStr.length() == 9) { + if (nanosStr.length() == DbUtil.NANOS_PART_LENGTH) { location = time + nanosStr; } else { - String fillZeroStr = StringUtils.repeat("0", 9 - nanosStr.length()); + String fillZeroStr = StringUtils.repeat("0", DbUtil.NANOS_PART_LENGTH - nanosStr.length()); location = time + fillZeroStr + nanosStr; } } else { @@ -816,7 +832,7 @@ protected void executeQuery(String startLocation) throws SQLException { queryForPolling(startLocation); } } else { - Statement statement = dbConn.createStatement(resultSetType, resultSetConcurrency); + statement = dbConn.createStatement(resultSetType, resultSetConcurrency); statement.setFetchSize(fetchSize); statement.setQueryTimeout(queryTimeOut); resultSet = statement.executeQuery(querySql); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java index cb48f98b59..ae788328f2 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.rdb.inputformat; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.rdb.DatabaseInterface; import com.dtstack.flinkx.rdb.datareader.IncrementConfig; @@ -128,6 +129,10 @@ protected void checkFormat() { if (StringUtils.isEmpty(format.splitKey) && format.numPartitions > 1){ throw new IllegalArgumentException("Must specify the split column when the channel is greater than 1"); } + + if (format.fetchSize > ConstantValue.MAX_BATCH_SIZE) { + throw new IllegalArgumentException("批量读取条数必须小于[200000]条"); + } } } diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java index 2a94afb8ff..a07eb3473c 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java @@ -32,7 +32,15 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.*; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_BATCH_SIZE; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_FULL_COLUMN; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_INSERT_SQL_MODE; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_POST_SQL; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_PRE_SQL; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_UPDATE_KEY; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_USERNAME; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_WRITE_MODE; /** * The Writer plugin for any database that can be connected via JDBC. diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java index bd2dc5afe1..47ab767ef3 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java @@ -30,12 +30,19 @@ import com.google.gson.Gson; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.ObjectUtils; +import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; import org.slf4j.Logger; import org.slf4j.LoggerFactory; -import java.sql.*; +import java.sql.Connection; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.ResultSetMetaData; +import java.sql.SQLException; +import java.sql.Statement; import java.util.ArrayList; +import java.util.Arrays; import java.util.HashMap; import java.util.List; import java.util.Map; @@ -107,6 +114,7 @@ public class JdbcOutputFormat extends BaseRichOutputFormat { "AND t.table_name = '%s'"; protected final static String CONN_CLOSE_ERROR_MSG = "No operations allowed"; + protected static List STRING_TYPES = Arrays.asList("CHAR", "VARCHAR","TINYBLOB","TINYTEXT","BLOB","TEXT", "MEDIUMBLOB", "MEDIUMTEXT", "LONGBLOB", "LONGTEXT"); protected PreparedStatement prepareTemplates() throws SQLException { if(CollectionUtils.isEmpty(fullColumn)) { @@ -202,7 +210,13 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { int index = 0; try { for (; index < row.getArity(); index++) { - preparedStatement.setObject(index+1,getField(row,index)); + Object object = row.getField(index); + if( object instanceof String && StringUtils.isBlank((String) object)){ + if(!STRING_TYPES.contains(columnType.get(index))){ + object = null; + } + } + preparedStatement.setObject(index+1, object); } preparedStatement.execute(); @@ -233,8 +247,14 @@ protected String recordConvertDetailErrorMessage(int pos, Row row) { protected void writeMultipleRecordsInternal() throws Exception { try { for (Row row : rows) { - for (int j = 0; j < row.getArity(); ++j) { - preparedStatement.setObject(j + 1, getField(row, j)); + for (int index = 0; index < row.getArity(); index++) { + Object object = row.getField(index); + if( object instanceof String && StringUtils.isBlank((String) object)){ + if(!STRING_TYPES.contains(columnType.get(index))){ + object = null; + } + } + preparedStatement.setObject(index+1, object); } preparedStatement.addBatch(); diff --git a/flinkx-redis/flinkx-redis-core/src/main/java/com/dtstack/flinkx/redis/JedisUtil.java b/flinkx-redis/flinkx-redis-core/src/main/java/com/dtstack/flinkx/redis/JedisUtil.java index 31f40ecb64..9aed6f527b 100644 --- a/flinkx-redis/flinkx-redis-core/src/main/java/com/dtstack/flinkx/redis/JedisUtil.java +++ b/flinkx-redis/flinkx-redis-core/src/main/java/com/dtstack/flinkx/redis/JedisUtil.java @@ -19,13 +19,18 @@ package com.dtstack.flinkx.redis; import com.dtstack.flinkx.util.TelnetUtil; -import redis.clients.jedis.*; +import redis.clients.jedis.Jedis; +import redis.clients.jedis.JedisPool; +import redis.clients.jedis.JedisPoolConfig; import java.util.Properties; import java.util.regex.Matcher; import java.util.regex.Pattern; -import static com.dtstack.flinkx.redis.RedisConfigKeys.*; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_DB; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_HOST_PORT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_TIMEOUT; /** * Utilities for redis database connection diff --git a/flinkx-redis/flinkx-redis-writer/pom.xml b/flinkx-redis/flinkx-redis-writer/pom.xml index 4a92436c6b..891f05acf5 100644 --- a/flinkx-redis/flinkx-redis-writer/pom.xml +++ b/flinkx-redis/flinkx-redis-writer/pom.xml @@ -56,8 +56,12 @@ shade.rediswriter.io.netty - com.google - shade.rediswriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java index 7fe2fe9358..2fc85d1fd3 100644 --- a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java +++ b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java @@ -30,9 +30,15 @@ import java.io.IOException; import java.text.SimpleDateFormat; -import java.util.*; +import java.util.ArrayList; +import java.util.Date; +import java.util.List; +import java.util.Properties; -import static com.dtstack.flinkx.redis.RedisConfigKeys.*; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_DB; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_HOST_PORT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_TIMEOUT; /** * OutputFormat for writing data to redis database. @@ -70,6 +76,8 @@ public class RedisOutputFormat extends BaseRichOutputFormat { private static final int CRITICAL_TIME = 60 * 60 * 24 * 30; + private static final int KEY_VALUE_SIZE = 2; + @Override public void configure(Configuration parameters) { super.configure(parameters); @@ -138,7 +146,7 @@ private void processTimeFormat(Row row){ } private List getFieldAndValue(Row row){ - if(row.getArity() - keyIndexes.size() != 2){ + if(row.getArity() - keyIndexes.size() != KEY_VALUE_SIZE){ throw new IllegalArgumentException("Each row record can have only one pair of attributes and values except key"); } @@ -185,7 +193,7 @@ private String concatKey(Row row){ @Override protected void writeMultipleRecordsInternal() throws Exception { - // Still not supported + notSupportBatchWrite("RedisWriter"); } @Override diff --git a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormatBuilder.java b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormatBuilder.java index e9480525ae..3b291ece1c 100644 --- a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormatBuilder.java +++ b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormatBuilder.java @@ -95,5 +95,7 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + notSupportBatchWrite("RedisWriter"); } } diff --git a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisWriter.java b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisWriter.java index c64e2a3b29..fa33f2c739 100644 --- a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisWriter.java +++ b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisWriter.java @@ -31,7 +31,18 @@ import java.util.ArrayList; import java.util.List; -import static com.dtstack.flinkx.redis.RedisConfigKeys.*; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_BATCH_SIZE; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_DATE_FORMAT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_DB; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_EXPIRE_TIME; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_HOST_PORT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_KEY_FIELD_DELIMITER; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_KEY_INDEXES; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_MODE; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_TIMEOUT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_TYPE; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_VALUE_FIELD_DELIMITER; /** * The writer plugin for redis database diff --git a/flinkx-restapi/flinkx-restapi-core/pom.xml b/flinkx-restapi/flinkx-restapi-core/pom.xml new file mode 100644 index 0000000000..742c77488d --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/pom.xml @@ -0,0 +1,20 @@ + + + + flinkx-restapi + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-restapi-core + + + org.apache.httpcomponents + httpclient + ${http.version} + + + \ No newline at end of file diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpMethod.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpMethod.java new file mode 100644 index 0000000000..338ba84b1c --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpMethod.java @@ -0,0 +1,44 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.restapi.common; + +/** + * @author : tiezhu + * @date : 2020/3/13 + */ +public enum HttpMethod { + // http 请求方式 + GET, + POST, + PUT, + PATCH, + DELETE, + COPY, + HEAD, + OPTIONS, + LINK, + UNLINK, + PURGE, + LOCK, + UNLOCK, + PROPFIND, + VIEW + ; + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java new file mode 100644 index 0000000000..b37770ecb6 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java @@ -0,0 +1,115 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import com.dtstack.flinkx.util.GsonUtil; +import org.apache.http.client.config.RequestConfig; +import org.apache.http.client.methods.HttpGet; +import org.apache.http.client.methods.HttpPost; +import org.apache.http.client.methods.HttpRequestBase; +import org.apache.http.entity.StringEntity; +import org.apache.http.impl.client.CloseableHttpClient; +import org.apache.http.impl.client.HttpClientBuilder; +import org.apache.http.impl.conn.PoolingHttpClientConnectionManager; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/16 + */ +public class HttpUtil { + protected static final Logger LOG = LoggerFactory.getLogger(HttpUtil.class); + private static final int COUNT = 32; + private static final int TOTAL_COUNT = 1000; + private static final int TIME_OUT = 5000; + private static final int EXECUTION_COUNT = 5; + + public static CloseableHttpClient getHttpClient() { + // 设置自定义的重试策略 + MyServiceUnavailableRetryStrategy strategy = new MyServiceUnavailableRetryStrategy + .Builder() + .executionCount(EXECUTION_COUNT) + .retryInterval(1000) + .build(); + // 设置自定义的重试Handler + MyHttpRequestRetryHandler retryHandler = new MyHttpRequestRetryHandler + .Builder() + .executionCount(EXECUTION_COUNT) + .build(); + // 设置超时时间 + RequestConfig requestConfig = RequestConfig.custom() + .setConnectTimeout(TIME_OUT) + .setConnectionRequestTimeout(TIME_OUT) + .setSocketTimeout(TIME_OUT) + .build(); + // 设置Http连接池 + PoolingHttpClientConnectionManager pcm = new PoolingHttpClientConnectionManager(); + pcm.setDefaultMaxPerRoute(COUNT); + pcm.setMaxTotal(TOTAL_COUNT); + + return HttpClientBuilder.create() + .setServiceUnavailableRetryStrategy(strategy) + .setRetryHandler(retryHandler) + .setDefaultRequestConfig(requestConfig) + .setConnectionManager(pcm) + .build(); +// return HttpClientBuilder.create().build(); + } + + public static HttpRequestBase getRequest(String method, + Map requestBody, + Map header, + String url) { + LOG.debug("current request url: {} current method:{} \n", url, method); + HttpRequestBase request = null; + + if (HttpMethod.GET.name().equalsIgnoreCase(method)) { + request = new HttpGet(url); + } else if (HttpMethod.POST.name().equalsIgnoreCase(method)) { + HttpPost post = new HttpPost(url); + post.setEntity(getEntityData(requestBody)); + request = post; + } else { + throw new RuntimeException("Unsupported method:" + method); + } + + for (Map.Entry entry : header.entrySet()) { + request.addHeader(entry.getKey(), entry.getValue()); + } + return request; + } + + public static void closeClient(CloseableHttpClient httpClient) { + try { + httpClient.close(); + } catch (IOException e) { + throw new RuntimeException("close client error"); + } + } + + public static StringEntity getEntityData(Map body) { + StringEntity stringEntity = new StringEntity(GsonUtil.GSON.toJson(body), StandardCharsets.UTF_8); + stringEntity.setContentEncoding(StandardCharsets.UTF_8.name()); + return stringEntity; + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyHttpRequestRetryHandler.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyHttpRequestRetryHandler.java new file mode 100644 index 0000000000..e0689cb658 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyHttpRequestRetryHandler.java @@ -0,0 +1,96 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import org.apache.http.HttpEntityEnclosingRequest; +import org.apache.http.HttpRequest; +import org.apache.http.NoHttpResponseException; +import org.apache.http.client.HttpRequestRetryHandler; +import org.apache.http.client.protocol.HttpClientContext; +import org.apache.http.protocol.HttpContext; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import javax.net.ssl.SSLException; +import java.io.IOException; +import java.io.InterruptedIOException; +import java.net.UnknownHostException; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class MyHttpRequestRetryHandler implements HttpRequestRetryHandler { + protected static final Logger LOG = LoggerFactory.getLogger(MyHttpRequestRetryHandler.class); + + private int executionMaxCount; + + public MyHttpRequestRetryHandler(Builder builder) { + this.executionMaxCount = builder.executionMaxCount; + } + + @Override + public boolean retryRequest(IOException exception, int executionCount, HttpContext context) { + LOG.info("第" + executionCount + "次重试"); + + if (executionCount >= this.executionMaxCount) { + // Do not retry if over max retry count + return false; + } + if (exception instanceof InterruptedIOException) { + // Timeout + return true; + } + if (exception instanceof UnknownHostException) { + // Unknown host + return true; + } + if (exception instanceof SSLException) { + // SSL handshake exception + return true; + } + if (exception instanceof NoHttpResponseException) { + // No response + return true; + } + + HttpClientContext clientContext = HttpClientContext.adapt(context); + HttpRequest request = clientContext.getRequest(); + boolean idempotent = !(request instanceof HttpEntityEnclosingRequest); + // Retry if the request is considered idempotent + return !idempotent; + } + + + public static final class Builder { + private int executionMaxCount; + + public Builder() { + executionMaxCount = 5; + } + + public Builder executionCount(int executionCount) { + this.executionMaxCount = executionCount; + return this; + } + + public MyHttpRequestRetryHandler build() { + return new MyHttpRequestRetryHandler(this); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyServiceUnavailableRetryStrategy.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyServiceUnavailableRetryStrategy.java new file mode 100644 index 0000000000..c215926588 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyServiceUnavailableRetryStrategy.java @@ -0,0 +1,73 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import org.apache.http.HttpResponse; +import org.apache.http.client.ServiceUnavailableRetryStrategy; +import org.apache.http.protocol.HttpContext; + +/** + * @author : tiezhu + * @date : 2020/3/12 + * 自定义httpClient重试策略,默认重试次数为5,重试时间间隔为2s + */ +public class MyServiceUnavailableRetryStrategy implements ServiceUnavailableRetryStrategy { + private int executionCount; + private long retryInterval; + + public MyServiceUnavailableRetryStrategy(Builder builder) { + this.executionCount = builder.executionCount; + this.retryInterval = builder.retryInterval; + } + + @Override + public boolean retryRequest(HttpResponse httpResponse, int executionCount, HttpContext httpContext) { + int successCode = 200; + return httpResponse.getStatusLine().getStatusCode() != successCode + && executionCount < this.executionCount; + } + + @Override + public long getRetryInterval() { + return this.retryInterval; + } + + public static final class Builder { + private int executionCount; + private long retryInterval; + + public Builder() { + executionCount = 5; + retryInterval = 2000; + } + + public Builder executionCount(int executionCount) { + this.executionCount = executionCount; + return this; + } + + public Builder retryInterval(long retryInterval) { + this.retryInterval = retryInterval; + return this; + } + + public MyServiceUnavailableRetryStrategy build() { + return new MyServiceUnavailableRetryStrategy(this); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestapiKeys.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestapiKeys.java new file mode 100644 index 0000000000..8821e3777c --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestapiKeys.java @@ -0,0 +1,32 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +/** + * @author : tiezhu + * @date : 2020/3/19 + */ +public class RestapiKeys { + public static final String KEY_METHOD = "method"; + public static final String KEY_HEADER = "header"; + public static final String KEY_BODY = "body"; + public static final String KEY_PARAMS = "params"; + public static final String KEY_COLUMN = "column"; + public static final String KEY_URL = "url"; + public static final String KEY_BATCH_INTERVAL = "batchInterval"; +} diff --git a/flinkx-restapi/flinkx-restapi-reader/pom.xml b/flinkx-restapi/flinkx-restapi-reader/pom.xml new file mode 100644 index 0000000000..8e27c23493 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/pom.xml @@ -0,0 +1,99 @@ + + + + flinkx-restapi + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-restapi-reader + + + + com.dtstack.flinkx + flinkx-restapi-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.restapireader.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java new file mode 100644 index 0000000000..59c6b535de --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java @@ -0,0 +1,109 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.inputformat; + +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.dtstack.flinkx.restapi.common.HttpUtil; +import com.dtstack.flinkx.util.GsonUtil; +import org.apache.flink.core.io.GenericInputSplit; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; +import org.apache.http.HttpEntity; +import org.apache.http.client.methods.CloseableHttpResponse; +import org.apache.http.client.methods.HttpUriRequest; +import org.apache.http.impl.client.CloseableHttpClient; +import org.apache.http.util.EntityUtils; + +import java.io.IOException; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiInputFormat extends BaseRichInputFormat { + + protected String url; + + protected String method; + + protected transient CloseableHttpClient httpClient; + + protected Map header; + + protected Map entityDataToMap; + + protected boolean getData; + + @Override + public void openInputFormat() throws IOException { + super.openInputFormat(); + httpClient = HttpUtil.getHttpClient(); + } + + @Override + public void closeInputFormat() { + HttpUtil.closeClient(httpClient); + } + + + @Override + @SuppressWarnings("unchecked") + protected void openInternal(InputSplit inputSplit) throws IOException { + HttpUriRequest request = HttpUtil.getRequest(method, header,null, url); + try { + CloseableHttpResponse httpResponse = httpClient.execute(request); + HttpEntity entity = httpResponse.getEntity(); + if (entity != null) { + String entityData = EntityUtils.toString(entity); + entityDataToMap = GsonUtil.GSON.fromJson(entityData, Map.class); + getData = true; + } else { + throw new RuntimeException("entity is null"); + } + } catch (Exception e) { + throw new RuntimeException("get entity error"); + } + } + + @Override + protected InputSplit[] createInputSplitsInternal(int minNumSplits) throws Exception { + InputSplit[] inputSplits = new InputSplit[minNumSplits]; + for (int i = 0; i < minNumSplits; i++) { + inputSplits[i] = new GenericInputSplit(i, minNumSplits); + } + return inputSplits; + } + + @Override + protected Row nextRecordInternal(Row row) throws IOException { + row = new Row(1); + row.setField(0, entityDataToMap); + getData = false; + return row; + } + + @Override + protected void closeInternal() throws IOException { + } + + @Override + public boolean reachedEnd() throws IOException { + return !getData; + } +} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java new file mode 100644 index 0000000000..ac636b4038 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java @@ -0,0 +1,46 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.inputformat; + +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; + +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiInputFormatBuilder extends BaseRichInputFormatBuilder { + protected RestapiInputFormat format; + + public RestapiInputFormatBuilder(){ super.format = format = new RestapiInputFormat();} + + public void setUrl(String url){this.format.url = url;} + public void setHeader(Map header){ this.format.header = header;} + public void setMethod(String method){ this.format.method = method;} + + @Override + protected void checkFormat() { + if(format.url.isEmpty()){ + throw new IllegalArgumentException("缺少url"); + } + if (format.method.isEmpty()) { + throw new IllegalArgumentException("缺少method"); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java new file mode 100644 index 0000000000..162de36054 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.reader.BaseDataReader; +import com.dtstack.flinkx.restapi.inputformat.RestapiInputFormatBuilder; +import com.google.common.collect.Maps; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +import java.util.ArrayList; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiReader extends BaseDataReader { + + private String url; + + private String method; + + private Map header = Maps.newHashMap(); + + private ArrayList> temp; + + @SuppressWarnings("unchecked") + public RestapiReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + + url = readerConfig.getParameter().getStringVal("url"); + method = readerConfig.getParameter().getStringVal("method"); + temp = (ArrayList>) readerConfig.getParameter().getVal("header"); + if (temp != null) { + for (Map map : temp) { + header.putAll(map); + } + } + } + + @Override + public DataStream readData() { + RestapiInputFormatBuilder builder = new RestapiInputFormatBuilder(); + + builder.setHeader(header); + builder.setMethod(method); + builder.setUrl(url); + + return createInput(builder.finish()); + } +} diff --git a/flinkx-restapi/flinkx-restapi-writer/pom.xml b/flinkx-restapi/flinkx-restapi-writer/pom.xml new file mode 100644 index 0000000000..00a801c2b1 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-writer/pom.xml @@ -0,0 +1,99 @@ + + + + flinkx-restapi + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-restapi-writer + + + + com.dtstack.flinkx + flinkx-restapi-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.restapiwriter.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java new file mode 100644 index 0000000000..ce96f57a74 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java @@ -0,0 +1,150 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.outputformat; + +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; +import com.dtstack.flinkx.restapi.common.HttpUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.google.common.collect.Maps; +import org.apache.flink.types.Row; +import org.apache.http.HttpStatus; +import org.apache.http.client.methods.CloseableHttpResponse; +import org.apache.http.client.methods.HttpRequestBase; +import org.apache.http.impl.client.CloseableHttpClient; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.Iterator; +import java.util.List; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + * 当前只考虑了元数据读取，和带有字段名column读取的情况，其他情况暂未考虑 + */ +public class RestapiOutputFormat extends BaseRichOutputFormat { + + protected String url; + + protected String method; + + protected ArrayList column; + + protected Map params; + + protected Map body; + + protected Map header; + + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException { + // Nothing to do + } + + @Override + protected void writeSingleRecordInternal(Row row) throws WriteRecordException { + LOG.info("start write single record"); + CloseableHttpClient httpClient = HttpUtil.getHttpClient(); + int index = 0; + Map requestBody = Maps.newHashMap(); + Object dataRow; + try { + dataRow = getDataFromRow(row, column); + if (!params.isEmpty()) { + Iterator iterator = params.entrySet().iterator(); + while (iterator.hasNext()) { + Map.Entry entry = (Map.Entry) iterator.next(); + body.put((String) entry.getKey(), entry.getValue()); + } + } + body.put("data", dataRow); + requestBody.put("json", body); + LOG.debug("当前发送的数据为:{}", GsonUtil.GSON.toJson(requestBody)); + sendRequest(httpClient, requestBody, method, header, url); + } catch (Exception e) { + requestErrorMessage(e, index, row); + } finally { + // 最后不管发送是否成功，都要关闭client + HttpUtil.closeClient(httpClient); + } + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + LOG.info("start write multiple records"); + try { + CloseableHttpClient httpClient = HttpUtil.getHttpClient(); + List dataRow = new ArrayList<>(); + Map requestBody = Maps.newHashMap(); + for (Row row : rows) { + dataRow.add(getDataFromRow(row, column)); + } + if (!params.isEmpty()) { + Iterator iterator = params.entrySet().iterator(); + while (iterator.hasNext()) { + Map.Entry entry = (Map.Entry) iterator.next(); + body.put((String) entry.getKey(), entry.getValue()); + } + } + body.put("data", dataRow); + requestBody.put("json", body); + LOG.debug("当前发送的数据为:{}", GsonUtil.GSON.toJson(requestBody)); + sendRequest(httpClient, requestBody, method, header, url); + } catch (Exception e) { + LOG.warn("write record error !", e); + } + } + + private void requestErrorMessage(Exception e, int index, Row row) { + if (index < row.getArity()) { + recordConvertDetailErrorMessage(index, row); + LOG.warn("添加脏数据:" + row.getField(index)); + } + } + + private Object getDataFromRow(Row row, List column) throws IOException { + Map columnData = Maps.newHashMap(); + int index = 0; + if (!column.isEmpty()) { + // 如果column不为空，那么将数据和字段名一一对应 + for (; index < row.getArity(); index++) { + columnData.put(column.get(index), row.getField(index)); + } + return GsonUtil.GSON.toJson(columnData); + } else { + return row.getField(index); + } + } + + + private void sendRequest(CloseableHttpClient httpClient, + Map requestBody, + String method, + Map header, + String url) throws IOException { + LOG.debug("当前发送的数据为:{}", GsonUtil.GSON.toJson(requestBody)); + HttpRequestBase request = HttpUtil.getRequest(method, requestBody, header, url); + CloseableHttpResponse httpResponse = httpClient.execute(request); + // 重试之后返回状态码不为200 + if (httpResponse.getStatusLine().getStatusCode() != HttpStatus.SC_OK) { + LOG.warn("重试之后当前请求状态码为" + httpResponse.getStatusLine().getStatusCode()); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormatBuilder.java b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormatBuilder.java new file mode 100644 index 0000000000..3ab4751ea0 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormatBuilder.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.outputformat; + +import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; + +import java.util.ArrayList; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiOutputFormatBuilder extends BaseRichOutputFormatBuilder { + + private RestapiOutputFormat format; + + public RestapiOutputFormatBuilder() { + super.format = format = new RestapiOutputFormat(); + } + + public void setUrl(String url) { + this.format.url = url; + } + + public void setHeader(Map header) { + this.format.header = header; + } + + public void setMethod(String method) { + this.format.method = method; + } + + public void setBody(Map body) { + this.format.body = body; + } + + public void setColumn(ArrayList column) { + format.column = column; + } + + public void setParams(Map params){ + format.params = params; + } + + + @Override + protected void checkFormat() { + if (format.url.isEmpty()) { + throw new IllegalArgumentException("缺少url"); + } + if (format.method.isEmpty()) { + throw new IllegalArgumentException("缺少method"); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java new file mode 100644 index 0000000000..f050abb1b9 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java @@ -0,0 +1,103 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.restapi.common.RestapiKeys; +import com.dtstack.flinkx.restapi.outputformat.RestapiOutputFormatBuilder; +import com.dtstack.flinkx.writer.BaseDataWriter; +import com.google.common.collect.Lists; +import com.google.common.collect.Maps; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiWriter extends BaseDataWriter { + + protected String url; + + protected String method; + + protected Map header = Maps.newHashMap(); + + protected Map body =Maps.newHashMap(); + + protected ArrayList column = Lists.newArrayList(); + + protected Map params = Maps.newHashMap(); + + protected int batchInterval; + + @SuppressWarnings("unchecked") + public RestapiWriter(DataTransferConfig config) { + super(config); + Object tempObj; + + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + + url = writerConfig.getParameter().getStringVal(RestapiKeys.KEY_URL); + method = writerConfig.getParameter().getStringVal(RestapiKeys.KEY_METHOD); + batchInterval = writerConfig.getParameter().getIntVal(RestapiKeys.KEY_BATCH_INTERVAL, 1); + tempObj = writerConfig.getParameter().getVal(RestapiKeys.KEY_COLUMN); + if (tempObj != null) { + column.addAll((ArrayList) tempObj); + } + + tempObj = writerConfig.getParameter().getVal(RestapiKeys.KEY_HEADER); + if (tempObj != null) { + for (Map map : (ArrayList>) tempObj) { + header.putAll(map); + } + } + + tempObj = writerConfig.getParameter().getVal(RestapiKeys.KEY_BODY); + if (tempObj != null) { + for (Map map : (ArrayList>) tempObj) { + body.putAll(map); + } + } + tempObj = writerConfig.getParameter().getVal(RestapiKeys.KEY_PARAMS); + if (tempObj != null) { + params = (HashMap) tempObj; + } + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + RestapiOutputFormatBuilder builder = new RestapiOutputFormatBuilder(); + + builder.setHeader(header); + builder.setMethod(method); + builder.setUrl(url); + builder.setBody(body); + builder.setColumn(column); + builder.setParams(params); + builder.setBatchInterval(batchInterval); + + return createOutput(dataSet, builder.finish()); + } +} diff --git a/flinkx-restapi/pom.xml b/flinkx-restapi/pom.xml new file mode 100644 index 0000000000..876877c87a --- /dev/null +++ b/flinkx-restapi/pom.xml @@ -0,0 +1,28 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-restapi + pom + + flinkx-restapi-core + flinkx-restapi-writer + flinkx-restapi-reader + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + \ No newline at end of file diff --git a/flinkx-saphana/flinkx-saphana-core/pom.xml b/flinkx-saphana/flinkx-saphana-core/pom.xml index bed09b714f..5ac7f520b5 100644 --- a/flinkx-saphana/flinkx-saphana-core/pom.xml +++ b/flinkx-saphana/flinkx-saphana-core/pom.xml @@ -1,6 +1,6 @@ - flinkx-saphana diff --git a/flinkx-saphana/flinkx-saphana-reader/pom.xml b/flinkx-saphana/flinkx-saphana-reader/pom.xml index ba9e5c4375..8b170aecf7 100644 --- a/flinkx-saphana/flinkx-saphana-reader/pom.xml +++ b/flinkx-saphana/flinkx-saphana-reader/pom.xml @@ -1,6 +1,6 @@ - flinkx-saphana diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml index 8c19fad040..233c1fc5ae 100644 --- a/flinkx-saphana/flinkx-saphana-writer/pom.xml +++ b/flinkx-saphana/flinkx-saphana-writer/pom.xml @@ -1,6 +1,6 @@ - flinkx-saphana diff --git a/flinkx-saphana/pom.xml b/flinkx-saphana/pom.xml index a9ecb0501e..e36168c903 100644 --- a/flinkx-saphana/pom.xml +++ b/flinkx-saphana/pom.xml @@ -1,6 +1,6 @@ - flinkx-all diff --git a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml index 7300b9251f..1cd8f983b1 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml @@ -62,8 +62,12 @@ shade.sqlserverreader.io.netty - com.google - shade.sqlserverreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml index e4f6ed9b36..f9d45aeb84 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml @@ -63,8 +63,12 @@ shade.sqlserverwriter.io.netty - com.google - shade.sqlserverwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-stream/flinkx-stream-reader/pom.xml b/flinkx-stream/flinkx-stream-reader/pom.xml index d2dfa853cc..3586e32383 100644 --- a/flinkx-stream/flinkx-stream-reader/pom.xml +++ b/flinkx-stream/flinkx-stream-reader/pom.xml @@ -49,6 +49,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-stream/flinkx-stream-writer/pom.xml b/flinkx-stream/flinkx-stream-writer/pom.xml index f106065763..8466152676 100644 --- a/flinkx-stream/flinkx-stream-writer/pom.xml +++ b/flinkx-stream/flinkx-stream-writer/pom.xml @@ -45,6 +45,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java index da9a167b59..ac578d2c86 100644 --- a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java +++ b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java @@ -48,7 +48,12 @@ protected void openInternal(int taskNumber, int numTasks) throws IOException { @Override protected void writeSingleRecordInternal(Row row) throws WriteRecordException { if (print) { - LOG.info("subTaskIndex[{}]:{}", taskNumber, row); + LOG.info("subTaskIndex[{}]:{}", taskNumber, rowToStringWithDelimiter(row, writeDelimiter)); + } + + if (restoreConfig.isRestore()) { + formatState.setState(row.getField(restoreConfig.getRestoreColumnIndex())); + LOG.info("print data subTaskIndex[{}]:{}", taskNumber, rowToStringWithDelimiter(row, writeDelimiter)); } } @@ -56,8 +61,19 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { protected void writeMultipleRecordsInternal() throws Exception { if (print) { for (Row row : rows) { - LOG.info(String.valueOf(row)); + LOG.info(rowToStringWithDelimiter(row, writeDelimiter)); + } + } + } + + public String rowToStringWithDelimiter(Row row, String writeDelimiter) { + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < row.getArity(); i++) { + if (i > 0) { + sb.append(writeDelimiter); } + sb.append(StringUtils.arrayAwareToString(row.getField(i))); } + return sb.toString(); } } diff --git a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamWriter.java b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamWriter.java index 246a4eb8bc..05344b6494 100644 --- a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamWriter.java +++ b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamWriter.java @@ -46,7 +46,7 @@ public StreamWriter(DataTransferConfig config) { super(config); print = config.getJob().getContent().get(0).getWriter().getParameter().getBooleanVal("print",false); writeDelimiter = config.getJob().getContent().get(0).getWriter().getParameter().getStringVal("writeDelimiter", "|"); - batchInterval = config.getJob().getContent().get(0).getWriter().getParameter().getIntVal("batchInterval", 20); + batchInterval = config.getJob().getContent().get(0).getWriter().getParameter().getIntVal("batchInterval", 1); List column = config.getJob().getContent().get(0).getWriter().getParameter().getColumn(); metaColumns = MetaColumn.getMetaColumns(column); diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index 0d36c0ef17..b37ab81b88 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -16,351 +16,432 @@ + ch.qos.logback logback-classic 1.1.7 + com.google.guava guava 19.0 + com.google.code.gson gson 2.7 + hadoop-mapreduce-client-core org.apache.hadoop ${hadoop.version} + hadoop-common org.apache.hadoop ${hadoop.version} + hadoop-hdfs org.apache.hadoop ${hadoop.version} + org.apache.flink flink-metrics-core - ${flink.version} + 1.8.1 + org.apache.flink flink-metrics-prometheus_2.11 ${flink.version} + io.prometheus simpleclient ${prometheus.version} + io.prometheus simpleclient_httpserver ${prometheus.version} + io.prometheus simpleclient_pushgateway ${prometheus.version} + com.dtstack.flinkx flinkx-core - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-stream-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-stream-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-carbondata-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-carbondata-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-db2-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-db2-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-es-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-es-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-ftp-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-ftp-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-hbase-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-hbase-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-hdfs-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-hdfs-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-mongodb-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-mongodb-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-mysql-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-mysql-dreader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-mysql-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-odps-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-odps-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-oracle-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-oracle-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-postgresql-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-postgresql-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-sqlserver-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-sqlserver-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-redis-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-rdb-core - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-rdb-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-rdb-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-gbase-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-gbase-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-binlog-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-hive-writer - ${flinkx.version} + 1.6 + org.apache.hive hive-serde 2.1.0 + com.dtstack.flinkx flinkx-kafka11-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka11-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka10-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka10-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka09-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka09-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kudu-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kudu-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-clickhouse-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-clickhouse-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-polardb-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-polardb-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-phoenix-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-phoenix-writer - ${flinkx.version} + 1.6 + + org.apache.hadoop + hadoop-hdfs + ${hadoop.version} + test-jar + + + + org.apache.hadoop + hadoop-common + ${hadoop.version} + test-jar + + + + org.apache.derby + derby + 10.14.2.0 + test + com.dtstack.flinkx flinkx-emqx-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-emqx-writer - ${flinkx.version} + 1.6 + + com.dtstack.flinkx + flinkx-restapi-writer + 1.6 + + com.dtstack.flinkx flinkx-dm-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-dm-writer - ${flinkx.version} + 1.6 + + + com.dtstack.flinkx + flinkx-greenplum-reader + 1.6 + + + com.dtstack.flinkx + flinkx-greenplum-writer + 1.6 diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index 33fc1dd035..27883b37a4 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -41,6 +41,8 @@ import com.dtstack.flinkx.ftp.writer.FtpWriter; import com.dtstack.flinkx.gbase.reader.GbaseReader; import com.dtstack.flinkx.gbase.writer.GbaseWriter; +import com.dtstack.flinkx.greenplum.reader.GreenplumReader; +import com.dtstack.flinkx.greenplum.writer.GreenplumWriter; import com.dtstack.flinkx.hbase.reader.HbaseReader; import com.dtstack.flinkx.hbase.writer.HbaseWriter; import com.dtstack.flinkx.hdfs.reader.HdfsReader; @@ -73,6 +75,7 @@ import com.dtstack.flinkx.postgresql.writer.PostgresqlWriter; import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.redis.writer.RedisWriter; +import com.dtstack.flinkx.restapi.writer.RestapiWriter; import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; import com.dtstack.flinkx.stream.reader.StreamReader; @@ -84,7 +87,9 @@ import org.apache.flink.api.common.restartstrategy.RestartStrategies; import org.apache.flink.api.common.time.Time; import org.apache.flink.configuration.Configuration; +import org.apache.flink.core.fs.Path; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; +import org.apache.flink.runtime.state.filesystem.FsStateBackend; import org.apache.flink.streaming.api.CheckpointingMode; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; @@ -112,21 +117,18 @@ public class LocalTest { public static Logger LOG = LoggerFactory.getLogger(LocalTest.class); public static Configuration conf = new Configuration(); - public static void main(String[] args) throws Exception { - setLogLevel(Level.INFO.toString()); - + public static void main(String[] args) throws Exception{ + setLogLevel(Level.DEBUG.toString()); Properties confProperties = new Properties(); // confProperties.put("flink.checkpoint.interval", "10000"); // confProperties.put("flink.checkpoint.stateBackend", "file:///tmp/flinkx_checkpoint"); -// - conf.setString("akka.ask.timeout", "180 s"); - conf.setString("web.timeout", "100000"); + // conf.setString("metrics.reporter.promgateway.class","org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporter"); -// conf.setString("metrics.reporter.promgateway.host","172.16.8.178"); +// conf.setString("metrics.reporter.promgateway.host","127.0.0.1"); // conf.setString("metrics.reporter.promgateway.port","9091"); -// conf.setString("metrics.reporter.promgateway.jobName","kanata"); +// conf.setString("metrics.reporter.promgateway.jobName","108job"); // conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); -// conf.setString("metrics.reporter.promgateway.deleteOnShutdown","false"); +// conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); String jobPath = "D:\\dtstack\\flinkx-all\\flinkx-examples\\examples\\clickhouse_stream.json"; String savePointPath = ""; @@ -134,17 +136,29 @@ public static void main(String[] args) throws Exception { ResultPrintUtil.printResult(result); } - public static JobExecutionResult runJob(File jobFile, Properties confProperties, String savePointPath) throws Exception { + public static JobExecutionResult runJob(File jobFile, Properties confProperties, String savepointPath) throws Exception{ String jobContent = readJob(jobFile); - return runJob(jobContent, confProperties, savePointPath); + return runJob(jobContent, confProperties, savepointPath); } - public static JobExecutionResult runJob(String job, Properties confProperties, String savePointPath) throws Exception { + public static JobExecutionResult runJob(String job, Properties confProperties, String savepointPath) throws Exception{ DataTransferConfig config = DataTransferConfig.parse(job); + + conf.setString("akka.ask.timeout", "180 s"); + conf.setString("web.timeout", String.valueOf(100000)); + MyLocalStreamEnvironment env = new MyLocalStreamEnvironment(conf); + openCheckpointConf(env, confProperties); + env.setParallelism(config.getJob().getSetting().getSpeed().getChannel()); - env.setRestartStrategy(RestartStrategies.noRestart()); + + if (needRestart(config)) { + env.setRestartStrategy(RestartStrategies.fixedDelayRestart( + 10, + Time.of(10, TimeUnit.SECONDS) + )); + } BaseDataReader reader = buildDataReader(config, env); DataStream dataStream = reader.readData(); @@ -163,209 +177,110 @@ public static JobExecutionResult runJob(String job, Properties confProperties, S dataStreamSink.setParallelism(speedConfig.getWriterChannel()); } - if (StringUtils.isNotEmpty(savePointPath)) { - env.setSettings(SavepointRestoreSettings.forPath(savePointPath)); + if(StringUtils.isNotEmpty(savepointPath)){ + env.setSettings(SavepointRestoreSettings.forPath(savepointPath)); } return env.execute(); } + private static boolean needRestart(DataTransferConfig config){ + return config.getJob().getSetting().getRestoreConfig().isRestore(); + } + private static String readJob(File file) { - try(FileInputStream in = new FileInputStream(file);) { + try(FileInputStream in = new FileInputStream(file)) { byte[] fileContent = new byte[(int) file.length()]; in.read(fileContent); return new String(fileContent, StandardCharsets.UTF_8); - } catch (Exception e) { + } catch (Exception e){ throw new RuntimeException(e); } } - private static BaseDataReader buildDataReader(DataTransferConfig config, StreamExecutionEnvironment env) { + private static BaseDataReader buildDataReader(DataTransferConfig config, StreamExecutionEnvironment env){ String readerName = config.getJob().getContent().get(0).getReader().getName(); - BaseDataReader reader; - switch (readerName) { - case PluginNameConstants.STREAM_READER: - reader = new StreamReader(config, env); - break; - case PluginNameConstants.CARBONDATA_READER: - reader = new CarbondataReader(config, env); - break; - case PluginNameConstants.ORACLE_READER: - reader = new OracleReader(config, env); - break; - case PluginNameConstants.POSTGRESQL_READER: - reader = new PostgresqlReader(config, env); - break; - case PluginNameConstants.SQLSERVER_READER: - reader = new SqlserverReader(config, env); - break; - case PluginNameConstants.MYSQLD_READER: - reader = new MysqldReader(config, env); - break; - case PluginNameConstants.MYSQL_READER: - reader = new MysqlReader(config, env); - break; - case PluginNameConstants.DB2_READER: - reader = new Db2Reader(config, env); - break; - case PluginNameConstants.GBASE_READER: - reader = new GbaseReader(config, env); - break; - case PluginNameConstants.ES_READER: - reader = new EsReader(config, env); - break; - case PluginNameConstants.FTP_READER: - reader = new FtpReader(config, env); - break; - case PluginNameConstants.HBASE_READER: - reader = new HbaseReader(config, env); - break; - case PluginNameConstants.HDFS_READER: - reader = new HdfsReader(config, env); - break; - case PluginNameConstants.MONGODB_READER: - reader = new MongodbReader(config, env); - break; - case PluginNameConstants.ODPS_READER: - reader = new OdpsReader(config, env); - break; - case PluginNameConstants.BINLOG_READER: - reader = new BinlogReader(config, env); - break; - case PluginNameConstants.KAFKA09_READER: - reader = new Kafka09Reader(config, env); - break; - case PluginNameConstants.KAFKA10_READER: - reader = new Kafka10Reader(config, env); - break; - case PluginNameConstants.KAFKA11_READER: - reader = new Kafka11Reader(config, env); - break; - case PluginNameConstants.KAFKA_READER: - reader = new KafkaReader(config, env); - break; - case PluginNameConstants.KUDU_READER: - reader = new KuduReader(config, env); - break; - case PluginNameConstants.CLICKHOUSE_READER: - reader = new ClickhouseReader(config, env); - break; - case PluginNameConstants.POLARDB_READER: - reader = new PolardbReader(config, env); - break; - case PluginNameConstants.PHOENIX_READER: - reader = new PhoenixReader(config, env); - break; - case PluginNameConstants.EMQX_READER: - reader = new EmqxReader(config, env); - break; - case PluginNameConstants.DM_READER: - reader = new DmReader(config, env); - break; - default: - throw new IllegalArgumentException("Can not find reader by name:" + readerName); + BaseDataReader reader ; + switch (readerName){ + case PluginNameConstants.STREAM_READER : reader = new StreamReader(config, env); break; + case PluginNameConstants.CARBONDATA_READER : reader = new CarbondataReader(config, env); break; + case PluginNameConstants.ORACLE_READER : reader = new OracleReader(config, env); break; + case PluginNameConstants.POSTGRESQL_READER : reader = new PostgresqlReader(config, env); break; + case PluginNameConstants.SQLSERVER_READER : reader = new SqlserverReader(config, env); break; + case PluginNameConstants.MYSQLD_READER : reader = new MysqldReader(config, env); break; + case PluginNameConstants.MYSQL_READER : reader = new MysqlReader(config, env); break; + case PluginNameConstants.DB2_READER : reader = new Db2Reader(config, env); break; + case PluginNameConstants.GBASE_READER : reader = new GbaseReader(config, env); break; + case PluginNameConstants.ES_READER : reader = new EsReader(config, env); break; + case PluginNameConstants.FTP_READER : reader = new FtpReader(config, env); break; + case PluginNameConstants.HBASE_READER : reader = new HbaseReader(config, env); break; + case PluginNameConstants.HDFS_READER : reader = new HdfsReader(config, env); break; + case PluginNameConstants.MONGODB_READER : reader = new MongodbReader(config, env); break; + case PluginNameConstants.ODPS_READER : reader = new OdpsReader(config, env); break; + case PluginNameConstants.BINLOG_READER : reader = new BinlogReader(config, env); break; + case PluginNameConstants.KAFKA09_READER : reader = new Kafka09Reader(config, env); break; + case PluginNameConstants.KAFKA10_READER : reader = new Kafka10Reader(config, env); break; + case PluginNameConstants.KAFKA11_READER : reader = new Kafka11Reader(config, env); break; + case PluginNameConstants.KAFKA_READER : reader = new KafkaReader(config, env); break; + case PluginNameConstants.KUDU_READER : reader = new KuduReader(config, env); break; + case PluginNameConstants.CLICKHOUSE_READER : reader = new ClickhouseReader(config, env); break; + case PluginNameConstants.POLARDB_READER : reader = new PolardbReader(config, env); break; + case PluginNameConstants.PHOENIX_READER : reader = new PhoenixReader(config, env); break; + case PluginNameConstants.EMQX_READER : reader = new EmqxReader(config, env); break; + case PluginNameConstants.DM_READER : reader = new DmReader(config, env); break; + case PluginNameConstants.GREENPLUM_READER : reader = new GreenplumReader(config, env); break; + default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); } return reader; } - private static BaseDataWriter buildDataWriter(DataTransferConfig config) { + private static BaseDataWriter buildDataWriter(DataTransferConfig config){ String writerName = config.getJob().getContent().get(0).getWriter().getName(); BaseDataWriter writer; - switch (writerName) { - case PluginNameConstants.STREAM_WRITER: - writer = new StreamWriter(config); - break; - case PluginNameConstants.CARBONDATA_WRITER: - writer = new CarbondataWriter(config); - break; - case PluginNameConstants.MYSQL_WRITER: - writer = new MysqlWriter(config); - break; - case PluginNameConstants.SQLSERVER_WRITER: - writer = new SqlserverWriter(config); - break; - case PluginNameConstants.ORACLE_WRITER: - writer = new OracleWriter(config); - break; - case PluginNameConstants.POSTGRESQL_WRITER: - writer = new PostgresqlWriter(config); - break; - case PluginNameConstants.DB2_WRITER: - writer = new Db2Writer(config); - break; - case PluginNameConstants.GBASE_WRITER: - writer = new GbaseWriter(config); - break; - case PluginNameConstants.ES_WRITER: - writer = new EsWriter(config); - break; - case PluginNameConstants.FTP_WRITER: - writer = new FtpWriter(config); - break; - case PluginNameConstants.HBASE_WRITER: - writer = new HbaseWriter(config); - break; - case PluginNameConstants.HDFS_WRITER: - writer = new HdfsWriter(config); - break; - case PluginNameConstants.MONGODB_WRITER: - writer = new MongodbWriter(config); - break; - case PluginNameConstants.ODPS_WRITER: - writer = new OdpsWriter(config); - break; - case PluginNameConstants.REDIS_WRITER: - writer = new RedisWriter(config); - break; - case PluginNameConstants.HIVE_WRITER: - writer = new HiveWriter(config); - break; - case PluginNameConstants.KAFKA09_WRITER: - writer = new Kafka09Writer(config); - break; - case PluginNameConstants.KAFKA10_WRITER: - writer = new Kafka10Writer(config); - break; - case PluginNameConstants.KAFKA11_WRITER: - writer = new Kafka11Writer(config); - break; - case PluginNameConstants.KUDU_WRITER: - writer = new KuduWriter(config); - break; - case PluginNameConstants.CLICKHOUSE_WRITER: - writer = new ClickhouseWriter(config); - break; - case PluginNameConstants.POLARDB_WRITER: - writer = new PolardbWriter(config); - break; - case PluginNameConstants.KAFKA_WRITER: - writer = new KafkaWriter(config); - break; - case PluginNameConstants.PHOENIX_WRITER: - writer = new PhoenixWriter(config); - break; - case PluginNameConstants.EMQX_WRITER: - writer = new EmqxWriter(config); - break; - case PluginNameConstants.DM_WRITER: - writer = new DmWriter(config); - break; - default: - throw new IllegalArgumentException("Can not find writer by name:" + writerName); + switch (writerName){ + case PluginNameConstants.STREAM_WRITER : writer = new StreamWriter(config); break; + case PluginNameConstants.CARBONDATA_WRITER : writer = new CarbondataWriter(config); break; + case PluginNameConstants.MYSQL_WRITER : writer = new MysqlWriter(config); break; + case PluginNameConstants.SQLSERVER_WRITER : writer = new SqlserverWriter(config); break; + case PluginNameConstants.ORACLE_WRITER : writer = new OracleWriter(config); break; + case PluginNameConstants.POSTGRESQL_WRITER : writer = new PostgresqlWriter(config); break; + case PluginNameConstants.DB2_WRITER : writer = new Db2Writer(config); break; + case PluginNameConstants.GBASE_WRITER : writer = new GbaseWriter(config); break; + case PluginNameConstants.ES_WRITER : writer = new EsWriter(config); break; + case PluginNameConstants.FTP_WRITER : writer = new FtpWriter(config); break; + case PluginNameConstants.HBASE_WRITER : writer = new HbaseWriter(config); break; + case PluginNameConstants.HDFS_WRITER : writer = new HdfsWriter(config); break; + case PluginNameConstants.MONGODB_WRITER : writer = new MongodbWriter(config); break; + case PluginNameConstants.ODPS_WRITER : writer = new OdpsWriter(config); break; + case PluginNameConstants.REDIS_WRITER : writer = new RedisWriter(config); break; + case PluginNameConstants.HIVE_WRITER : writer = new HiveWriter(config); break; + case PluginNameConstants.KAFKA09_WRITER : writer = new Kafka09Writer(config); break; + case PluginNameConstants.KAFKA10_WRITER : writer = new Kafka10Writer(config); break; + case PluginNameConstants.KAFKA11_WRITER : writer = new Kafka11Writer(config); break; + case PluginNameConstants.KUDU_WRITER : writer = new KuduWriter(config); break; + case PluginNameConstants.CLICKHOUSE_WRITER : writer = new ClickhouseWriter(config); break; + case PluginNameConstants.POLARDB_WRITER : writer = new PolardbWriter(config); break; + case PluginNameConstants.KAFKA_WRITER : writer = new KafkaWriter(config); break; + case PluginNameConstants.PHOENIX_WRITER : writer = new PhoenixWriter(config); break; + case PluginNameConstants.EMQX_WRITER : writer = new EmqxWriter(config); break; + case PluginNameConstants.RESTAPI_WRITER : writer = new RestapiWriter(config);break; + case PluginNameConstants.DM_WRITER : writer = new DmWriter(config); break; + case PluginNameConstants.GREENPLUM_WRITER : writer = new GreenplumWriter(config); break; + default:throw new IllegalArgumentException("Can not find writer by name:" + writerName); } return writer; } - private static void openCheckpointConf(StreamExecutionEnvironment env, Properties properties) { - if (properties == null) { + private static void openCheckpointConf(StreamExecutionEnvironment env, Properties properties){ + if(properties == null){ return; } - if (properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY) == null) { + if(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY) == null){ return; - } else { + }else{ long interval = Long.parseLong(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY).trim()); //start checkpoint every ${interval} @@ -375,7 +290,7 @@ private static void openCheckpointConf(StreamExecutionEnvironment env, Propertie } String checkpointTimeoutStr = properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_TIMEOUT_KEY); - if (checkpointTimeoutStr != null) { + if(checkpointTimeoutStr != null){ long checkpointTimeout = Long.parseLong(checkpointTimeoutStr); //checkpoints have to complete within one min,or are discard env.getCheckpointConfig().setCheckpointTimeout(checkpointTimeout); @@ -387,6 +302,8 @@ private static void openCheckpointConf(StreamExecutionEnvironment env, Propertie env.getCheckpointConfig().setMaxConcurrentCheckpoints(1); env.getCheckpointConfig().enableExternalizedCheckpoints( CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION); + + env.setStateBackend(new FsStateBackend(new Path("file:///tmp/flinkx_checkpoint"))); env.setRestartStrategy(RestartStrategies.failureRateRestart( FAILURE_RATE, Time.of(FAILURE_INTERVAL, TimeUnit.MINUTES), diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java index f0f047e6b5..21d07e7c9e 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java @@ -53,6 +53,10 @@ public class PluginNameConstants { public static final String SQLSERVER_CDC_READER = "sqlservercdcreader"; public static final String METADATAHIVE2_READER = "metadatahive2reader"; public static final String DM_READER = "dmreader"; + public static final String METADATATIDB_READER = "metadatatidbreader"; + public static final String METADATAORACLE_READER = "metadataoraclereader"; + public static final String METADATAMYSQL_READER = "metadatamysqlreader"; + public static final String GREENPLUM_READER = "greenplumreader"; public static final String STREAM_WRITER = "streamwriter"; public static final String CARBONDATA_WRITER = "carbondatawriter"; @@ -81,4 +85,5 @@ public class PluginNameConstants { public static final String EMQX_WRITER = "emqxwriter"; public static final String RESTAPI_WRITER = "restapiwriter"; public static final String DM_WRITER = "dmwriter"; + public static final String GREENPLUM_WRITER = "greenplumwriter"; } diff --git a/pom.xml b/pom.xml index 8524112890..584610d49e 100644 --- a/pom.xml +++ b/pom.xml @@ -29,7 +29,7 @@ flinkx-clickhouse flinkx-saphana flinkx-teradata - flinkx-cassandra + flinkx-greenplum flinkx-hdfs flinkx-hive @@ -40,22 +40,21 @@ flinkx-phoenix flinkx-carbondata flinkx-kudu + flinkx-cassandra flinkx-redis flinkx-mongodb flinkx-binlog + flinkx-pgwal flinkx-kb flinkx-kafka09 flinkx-kafka10 flinkx-kafka11 flinkx-kafka - flinkx-emqx - flinkx-pgwal - flinkx-pulsar - + flinkx-restapi @@ -66,7 +65,7 @@ 2.7.3 4.5.3 ${basedir}/dev - release_1.8.6 + release_1.8.7 @@ -125,9 +124,16 @@ - org.testng - testng - 6.14.3 + junit + junit + 4.12 + test + + + + org.mockito + mockito-core + 3.0.0 test @@ -143,9 +149,24 @@ + + org.jacoco + jacoco-maven-plugin + 0.7.8 + + + + prepare-agent + report + + + + + org.apache.maven.plugins maven-source-plugin + 3.2.1 attach-sources @@ -164,8 +185,46 @@ flinkx-java-docs + + pl.project13.maven + git-commit-id-plugin + 2.2.6 + + + + revision + + + + + yyyy.MM.dd HH:mm:ss + true + true + + false + -dirty + false + + + + + + + org.jacoco + jacoco-maven-plugin + + + + report + + + + + + + \ No newline at end of file From 055e3e6de6d53ac75b844cec891832ce4a687099 Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 13 Jul 2020 16:26:31 +0800 Subject: [PATCH 056/136] =?UTF-8?q?-p=E5=8F=82=E6=95=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../dtstack/flinkx/config/DataTransferConfig.java | 2 +- .../java/com/dtstack/flinkx/options/Options.java | 14 +++++++++++--- .../java/com/dtstack/flinkx/launcher/Launcher.java | 1 + 3 files changed, 13 insertions(+), 4 deletions(-) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java index 5e58d85e5a..f3e732da0b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java @@ -90,7 +90,7 @@ private static void checkConfig(DataTransferConfig config) { Preconditions.checkNotNull(readerParameter, "Must specify parameter for reader"); - // 检查我writer配置 + // 检查writer配置 WriterConfig writerConfig = content.getWriter(); Preconditions.checkNotNull(writerConfig, "Must specify a writer element"); Preconditions.checkNotNull(writerConfig.getName(), "Must specify the writer name"); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index 0123d3f955..26a1189ecd 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -64,9 +64,9 @@ public class Options { @OptionRequired(description = "env properties") private String confProp = "{}"; - /** - * savepoint - */ + @OptionRequired(description = "json modify") + private String p = ""; + @OptionRequired(description = "savepoint path") private String s; @@ -195,4 +195,12 @@ public String getPluginLoadMode() { public void setPluginLoadMode(String pluginLoadMode) { this.pluginLoadMode = pluginLoadMode; } + + public String getP() { + return p; + } + + public void setP(String p) { + this.p = p; + } } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index a9382f251c..c5c19fc9f4 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -96,6 +96,7 @@ public static void main(String[] args) throws Exception { String mode = launcherOptions.getMode(); List argList = optionParser.getProgramExeArgList(); + // 将argList转化为HashMap，方便通过参数名称来获取参数值 HashMap temp = new HashMap<>(16); for (int i = 0; i < argList.size(); i += 2) { From d10875d1a42cc642c772dc78d6343038623d85d2 Mon Sep 17 00:00:00 2001 From: daemin Date: Sat, 30 May 2020 11:00:45 +0800 Subject: [PATCH 057/136] =?UTF-8?q?=E5=9C=A8DatabaseInterface=E4=B8=AD?= =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E2=80=9C=E6=A0=B9=E6=8D=AE=E7=BB=99=E5=AE=9A?= =?UTF-8?q?=E7=9A=84Sql=E8=BF=94=E5=9B=9E=E6=9F=A5=E8=AF=A2=E8=A1=A8?= =?UTF-8?q?=E7=BB=93=E6=9E=84=E7=9A=84sql=E2=80=9D=E7=9A=84=E6=8E=A5?= =?UTF-8?q?=E5=8F=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../flinkx/clickhouse/core/ClickhouseDatabaseMeta.java | 5 +++++ .../main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java | 5 +++++ .../main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java | 5 +++++ .../java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java | 5 +++++ .../java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java | 5 +++++ .../com/dtstack/flinkx/oracle/OracleDatabaseMeta.java | 5 +++++ .../main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java | 5 +++++ .../dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java | 5 +++++ .../java/com/dtstack/flinkx/rdb/DatabaseInterface.java | 8 ++++++++ .../com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java | 5 +++++ .../dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java | 5 +++++ .../com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java | 5 +++++ 12 files changed, 63 insertions(+) diff --git a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseDatabaseMeta.java b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseDatabaseMeta.java index 7d3c0d81da..898802d7dd 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseDatabaseMeta.java +++ b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseDatabaseMeta.java @@ -50,6 +50,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 1"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 1"; + } + @Override public String getStartQuote() { return "`"; diff --git a/flinkx-db2/flinkx-db2-core/src/main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java b/flinkx-db2/flinkx-db2-core/src/main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java index 0334bedfa3..e4b8c2244a 100644 --- a/flinkx-db2/flinkx-db2-core/src/main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java +++ b/flinkx-db2/flinkx-db2-core/src/main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java @@ -60,6 +60,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " FETCH FIRST 1 ROWS ONLY"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM (" + sql + ") tmp" + " FETCH FIRST 1 ROWS ONLY"; + } + @Override public String getSplitFilter(String columnName) { return String.format("mod(%s,${N}) = ${M}", getStartQuote() + columnName + getEndQuote()); diff --git a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java index 3c4d2883dc..23d0c95b7b 100644 --- a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java +++ b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java @@ -75,6 +75,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 1"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 1"; + } + @Override public String quoteValue(String value, String column) { return String.format("'%s' as %s",value,column); diff --git a/flinkx-gbase/flinkx-gbase-core/src/main/java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java b/flinkx-gbase/flinkx-gbase-core/src/main/java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java index cad2bc11f6..1d620287de 100644 --- a/flinkx-gbase/flinkx-gbase-core/src/main/java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java +++ b/flinkx-gbase/flinkx-gbase-core/src/main/java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java @@ -97,6 +97,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 0"; + } + @Override public String quoteValue(String value, String column) { return String.format("'%s' as %s",value,column); diff --git a/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java b/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java index 3ef4726e79..f5fff8e282 100644 --- a/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java +++ b/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java @@ -53,6 +53,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 0"; + } + @Override public String getStartQuote() { return "`"; diff --git a/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java b/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java index 5033bf64af..8eb66da40a 100644 --- a/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java +++ b/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java @@ -64,6 +64,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT /*+FIRST_ROWS*/ " + quoteColumns(column) + " FROM " + quoteTable(table) + " WHERE ROWNUM < 1"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT /*+FIRST_ROWS*/ * FROM " + "("+ sql +") tmp" + " WHERE ROWNUM < 1"; + } + @Override public String quoteValue(String value, String column) { return String.format("'%s' as %s",value,column); diff --git a/flinkx-phoenix/flinkx-phoenix-core/src/main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java b/flinkx-phoenix/flinkx-phoenix-core/src/main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java index 2b16850a6e..37521672c5 100644 --- a/flinkx-phoenix/flinkx-phoenix-core/src/main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java +++ b/flinkx-phoenix/flinkx-phoenix-core/src/main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java @@ -53,6 +53,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 0"; + } + @Override public String getStartQuote() { // 对于字段名和表名的quote得用双引号，对于字段值为字符串的得用单引号表示常量 diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java index 985b99efaa..71a312e9cf 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java @@ -77,6 +77,11 @@ public String getSqlQueryColumnFields(List column, String table) { return String.format(sql,table); } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 0"; + } + @Override public String getUpsertStatement(List column, String table, Map> updateKey) { throw new UnsupportedOperationException("PostgreSQL not support update mode"); diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/DatabaseInterface.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/DatabaseInterface.java index 6617635a10..97a2a608ee 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/DatabaseInterface.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/DatabaseInterface.java @@ -62,6 +62,14 @@ public interface DatabaseInterface { */ String getSqlQueryColumnFields(List column, String table); + /** + * 根据给定的Sql返回查询表结构的sql + * + * @param sql sql + * @return 查询表结构的sql + */ + String getSqlQuerySqlFields(String sql); + /** * 获取左引号 * diff --git a/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java b/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java index 8fd3137074..8bf9d8e563 100644 --- a/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java +++ b/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java @@ -55,6 +55,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM " + "(" + sql + ") tmp" + " LIMIT 0"; + } + @Override public String getStartQuote() { return "\""; diff --git a/flinkx-sqlserver/flinkx-sqlserver-core/src/main/java/com/dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java b/flinkx-sqlserver/flinkx-sqlserver-core/src/main/java/com/dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java index c942c4740f..e20ac5e44d 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-core/src/main/java/com/dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java +++ b/flinkx-sqlserver/flinkx-sqlserver-core/src/main/java/com/dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java @@ -56,6 +56,11 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT TOP 1 " + quoteColumns(column) + " FROM " + quoteTable(table); } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT TOP 1 * FROM " + "(" + sql +") tmp"; + } + @Override public String quoteValue(String value, String column) { return String.format("'%s' as %s",value,column); diff --git a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java index 0f6535497b..992f909935 100644 --- a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java +++ b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java @@ -56,6 +56,11 @@ public String getSqlQueryColumnFields(List column, String table) { " PRECEDING) BETWEEN 0 AND 0"; } + @Override + public String getSqlQuerySqlFields(String sql) { + return "SELECT * FROM " + "(" + sql + ") tmp" + " QUALIFY SUM(1) OVER (ROWS UNBOUNDED PRECEDING) BETWEEN 0 AND 0"; + } + @Override public String getStartQuote() { return "\""; From 3eed2a58b64cbed708b7a8f1ef25fcb47b54113b Mon Sep 17 00:00:00 2001 From: daemin Date: Sat, 30 May 2020 11:04:31 +0800 Subject: [PATCH 058/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8DJdbcInputFormat?= =?UTF-8?q?=E5=8F=8A=E5=85=B6=E5=AD=90=E7=B1=BB=E7=9A=84descColumnTypeList?= =?UTF-8?q?=E4=B8=BA=E6=9C=80=E7=BB=88=E7=9A=84querySql=E6=9F=A5=E8=AF=A2?= =?UTF-8?q?=E8=BF=94=E5=9B=9E=E7=9A=84schema=E4=BF=A1=E6=81=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../format/ClickhouseInputFormat.java | 9 +------ .../flinkx/gbase/format/GbaseInputFormat.java | 9 +------ .../flinkx/mysql/format/MysqlInputFormat.java | 9 +------ .../phoenix/format/PhoenixInputFormat.java | 9 +------ .../format/PostgresqlInputFormat.java | 9 +------ .../com/dtstack/flinkx/rdb/util/DbUtil.java | 27 +++++-------------- .../JdbcInputFormat.java | 9 +------ .../saphana/format/SaphanaInputFormat.java | 9 +------ 8 files changed, 13 insertions(+), 77 deletions(-) diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java index 40304f54aa..67baaca862 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java @@ -77,14 +77,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { hasNext = resultSet.next(); - if (StringUtils.isEmpty(customSql)){ - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password, databaseInterface, table, metaColumns); - } else { - descColumnTypeList = new ArrayList<>(); - for (MetaColumn metaColumn : metaColumns) { - descColumnTypeList.add(metaColumn.getName()); - } - } + descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password, databaseInterface, table, this.querySql); } catch (Exception e) { LOG.error("open failed,e = {}", ExceptionUtil.getErrorMessage(e)); throw new RuntimeException(e); diff --git a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java index 06b22d6f4c..3d10d72d8c 100644 --- a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java +++ b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java @@ -71,14 +71,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { columnCount = columnCount-1; } - if (StringUtils.isEmpty(customSql)){ - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,metaColumns); - } else { - descColumnTypeList = new ArrayList<>(); - for (MetaColumn metaColumn : metaColumns) { - descColumnTypeList.add(metaColumn.getName()); - } - } + descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); } catch (SQLException se) { throw new IllegalArgumentException("open() failed." + se.getMessage(), se); diff --git a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java index 7915c9bd64..532f6f4894 100644 --- a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java @@ -76,14 +76,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { columnCount = columnCount-1; } - if (StringUtils.isEmpty(customSql)){ - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,metaColumns); - } else { - descColumnTypeList = new ArrayList<>(); - for (MetaColumn metaColumn : metaColumns) { - descColumnTypeList.add(metaColumn.getName()); - } - } + descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); diff --git a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java index 4d5c46149d..d7812491ae 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java +++ b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java @@ -83,14 +83,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { hasNext = resultSet.next(); - if (StringUtils.isEmpty(customSql)){ - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,metaColumns); - } else { - descColumnTypeList = new ArrayList<>(); - for (MetaColumn metaColumn : metaColumns) { - descColumnTypeList.add(metaColumn.getName()); - } - } + descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); diff --git a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java index 9f3f96c342..329662530c 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java +++ b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java @@ -72,14 +72,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { columnCount = columnCount-1; } - if (StringUtils.isEmpty(customSql)){ - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,metaColumns); - } else { - descColumnTypeList = new ArrayList<>(); - for (MetaColumn metaColumn : metaColumns) { - descColumnTypeList.add(metaColumn.getName()); - } - } + descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); } catch (SQLException se) { throw new IllegalArgumentException("open() failed." + se.getMessage(), se); diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java index 581d2030d9..753e6fc18d 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java @@ -283,40 +283,25 @@ public static Object[][] getParameterValues(final int channels) { * @param password 数据库密码 * @param databaseInterface DatabaseInterface * @param table 表名 - * @param metaColumns MetaColumn列表 + * @param sql 查询sql * @return 字段类型list列表 */ - public static List analyzeTable(String dbUrl, String username, String password, DatabaseInterface databaseInterface, String table, List metaColumns) { - List descColumnTypeList = new ArrayList<>(metaColumns.size()); + public static List analyzeTable(String dbUrl, String username, String password, DatabaseInterface databaseInterface, String table, String sql) { + List descColumnTypeList = new ArrayList<>(); Connection dbConn = null; Statement stmt = null; ResultSet rs = null; try { dbConn = getConnection(dbUrl, username, password); stmt = dbConn.createStatement(); - rs = stmt.executeQuery(databaseInterface.getSqlQueryFields(databaseInterface.quoteTable(table))); + rs = stmt.executeQuery(databaseInterface.getSqlQuerySqlFields(sql)); ResultSetMetaData rd = rs.getMetaData(); - boolean flag = ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName()); - Map nameTypeMap = new HashMap<>((rd.getColumnCount() << 2) / 3); for (int i = 1; i <= rd.getColumnCount(); i++) { - if(flag){ - descColumnTypeList.add(rd.getColumnTypeName(i)); - }else{ - nameTypeMap.put(rd.getColumnName(i), rd.getColumnTypeName(i)); - } - } - if(!flag){ - for (MetaColumn metaColumn : metaColumns) { - if (metaColumn.getValue() != null) { - descColumnTypeList.add("string"); - } else { - descColumnTypeList.add(nameTypeMap.get(metaColumn.getName())); - } - } + descColumnTypeList.add(rd.getColumnTypeName(i)); } } catch (SQLException e) { - LOG.error("error to analyzeTable, dbUrl = {}, table = {}, metaColumns = {}, e = {}", dbUrl, table, new Gson().toJson(metaColumns), ExceptionUtil.getErrorMessage(e)); + LOG.error("error to analyzeTable, dbUrl = {}, table = {}, metaColumns = {}, e = {}", dbUrl, table, ExceptionUtil.getErrorMessage(e)); throw new RuntimeException(e); } finally { closeDbResources(rs, stmt, dbConn, false); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index 7e0bd337b5..b7626f0748 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -188,14 +188,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { columnCount = columnCount - 1; } - if (StringUtils.isEmpty(customSql)) { - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password, databaseInterface, table, metaColumns); - } else { - descColumnTypeList = new ArrayList<>(); - for (MetaColumn metaColumn : metaColumns) { - descColumnTypeList.add(metaColumn.getName()); - } - } + descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password, databaseInterface, table, this.querySql); } catch (SQLException se) { throw new IllegalArgumentException("open() failed." + se.getMessage(), se); diff --git a/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java index 0bac77a5d7..d4d9516787 100644 --- a/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java +++ b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java @@ -81,14 +81,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { hasNext = resultSet.next(); - if (StringUtils.isEmpty(customSql)){ - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,metaColumns); - } else { - descColumnTypeList = new ArrayList<>(); - for (MetaColumn metaColumn : metaColumns) { - descColumnTypeList.add(metaColumn.getName()); - } - } + descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); From ea8006ffc775f8eb4e0bb859a11a1b9cecc61737 Mon Sep 17 00:00:00 2001 From: daemin Date: Sat, 30 May 2020 11:06:03 +0800 Subject: [PATCH 059/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8DTeradataInputFormat?= =?UTF-8?q?=E7=B1=BB=E7=9A=84descColumnTypeList=E4=B8=BA=E6=9C=80=E7=BB=88?= =?UTF-8?q?=E7=9A=84querySql=E6=9F=A5=E8=AF=A2=E8=BF=94=E5=9B=9E=E7=9A=84s?= =?UTF-8?q?chema=E4=BF=A1=E6=81=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../dtstack/flinkx/teradata/util/DBUtil.java | 25 ++++++------------- .../teradata/format/TeradataInputFormat.java | 15 +++-------- .../teradata/format/TeradataOutputFormat.java | 5 ++-- 3 files changed, 14 insertions(+), 31 deletions(-) diff --git a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java index 08e90eed83..3b42c064c3 100644 --- a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java +++ b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java @@ -16,7 +16,7 @@ */ public class DBUtil { /** - * 获取数据库连接，不使用DBUtil里的getConnection为了避免Telnet，因为jdbc4与jdbc3不同 + * 获取数据库连接，不使用DbUtil里的getConnection为了避免Telnet，因为jdbc4与jdbc3不同 * @param url 连接url * @param username 用户名 * @param password 密码 @@ -45,32 +45,23 @@ public static Connection getConnection(String url, String username, String passw * @param password 数据库密码 * @param databaseInterface DatabaseInterface * @param table 表名 - * @param metaColumns MetaColumn列表 + * @param sql sql * @return */ public static List analyzeTable(String dbURL, String username, String password, DatabaseInterface databaseInterface, - String table, List metaColumns) { - List ret = new ArrayList<>(metaColumns.size()); + String table, String sql) { + List descColumnTypeList = new ArrayList<>(); Connection dbConn = null; Statement stmt = null; ResultSet rs = null; try { dbConn = getConnection(dbURL, username, password); stmt = dbConn.createStatement(); - rs = stmt.executeQuery(databaseInterface.getSqlQueryFields(databaseInterface.quoteTable(table))); + rs = stmt.executeQuery(databaseInterface.getSqlQuerySqlFields(sql)); ResultSetMetaData rd = rs.getMetaData(); - Map nameTypeMap = new HashMap<>((rd.getColumnCount() << 2) / 3); - for(int i = 0; i < rd.getColumnCount(); ++i) { - nameTypeMap.put(rd.getColumnName(i+1),rd.getColumnTypeName(i+1)); - } - - for (MetaColumn metaColumn : metaColumns) { - if(metaColumn.getValue() != null){ - ret.add("string"); - } else { - ret.add(nameTypeMap.get(metaColumn.getName())); - } + for (int i = 1; i <= rd.getColumnCount(); i++) { + descColumnTypeList.add(rd.getColumnTypeName(i)); } } catch (SQLException e) { throw new RuntimeException(e); @@ -78,6 +69,6 @@ public static List analyzeTable(String dbURL, String username, String pa DbUtil.closeDbResources(rs, stmt, dbConn, false); } - return ret; + return descColumnTypeList; } } diff --git a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java index cb0f896f43..116ad259b7 100644 --- a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java +++ b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java @@ -18,7 +18,7 @@ package com.dtstack.flinkx.teradata.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; -import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.teradata.util.DBUtil; import com.dtstack.flinkx.util.ClassUtil; import org.apache.commons.collections.CollectionUtils; @@ -29,8 +29,8 @@ import org.slf4j.LoggerFactory; import java.io.IOException; -import java.sql.*; -import java.util.ArrayList; +import java.sql.SQLException; +import java.sql.Statement; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -83,14 +83,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { hasNext = resultSet.next(); - if (StringUtils.isEmpty(customSql)){ - descColumnTypeList = DBUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,metaColumns); - } else { - descColumnTypeList = new ArrayList<>(); - for (MetaColumn metaColumn : metaColumns) { - descColumnTypeList.add(metaColumn.getName()); - } - } + descColumnTypeList = DBUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); diff --git a/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/format/TeradataOutputFormat.java b/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/format/TeradataOutputFormat.java index dd3757fa06..e84473a9cf 100644 --- a/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/format/TeradataOutputFormat.java +++ b/flinkx-teradata/flinkx-teradata-writer/src/main/java/com/dtstack/flinkx/teradata/format/TeradataOutputFormat.java @@ -19,6 +19,7 @@ import com.dtstack.flinkx.enums.EWriteMode; import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; +import com.dtstack.flinkx.teradata.util.DBUtil; import com.dtstack.flinkx.util.ClassUtil; import org.apache.commons.collections.CollectionUtils; import org.slf4j.Logger; @@ -26,8 +27,6 @@ import java.sql.SQLException; -import static com.dtstack.flinkx.teradata.util.DBUtil.getConnection; - /** * Company: www.dtstack.com * @@ -39,7 +38,7 @@ public class TeradataOutputFormat extends JdbcOutputFormat { protected void openInternal(int taskNumber, int numTasks) { try { ClassUtil.forName(driverName, getClass().getClassLoader()); - dbConn = getConnection(dbUrl, username, password); + dbConn = DBUtil.getConnection(dbUrl, username, password); if (restoreConfig.isRestore()){ dbConn.setAutoCommit(false); From f21091394454566a986c7dabc485953a9e896dfc Mon Sep 17 00:00:00 2001 From: daemin Date: Sat, 30 May 2020 11:07:20 +0800 Subject: [PATCH 060/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8DDistributedJdbcInputF?= =?UTF-8?q?ormat=E5=8F=8A=E5=85=B6=E5=AD=90=E7=B1=BB=E7=9A=84descColumnTyp?= =?UTF-8?q?eList=E4=B8=BA=E6=9C=80=E7=BB=88=E7=9A=84querySql=E6=9F=A5?= =?UTF-8?q?=E8=AF=A2=E8=BF=94=E5=9B=9E=E7=9A=84schema=E4=BF=A1=E6=81=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java | 2 +- .../DistributedJdbcInputFormat.java | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java b/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java index a70bba4ddc..ba5cadf44a 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java @@ -68,7 +68,7 @@ protected void openNextSource() throws SQLException { if(descColumnTypeList == null) { descColumnTypeList = DbUtil.analyzeTable(currentSource.getJdbcUrl(), currentSource.getUserName(), - currentSource.getPassword(),databaseInterface, currentSource.getTable(),metaColumns); + currentSource.getPassword(),databaseInterface, currentSource.getTable(),queryTemplate); } LOG.info("open source: {} ,table: {}", currentSource.getJdbcUrl(), currentSource.getTable()); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java index 85fd1e8db0..4829f0d761 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java @@ -134,7 +134,7 @@ protected void openNextSource() throws SQLException{ if(descColumnTypeList == null) { descColumnTypeList = DbUtil.analyzeTable(currentSource.getJdbcUrl(), currentSource.getUserName(), - currentSource.getPassword(),databaseInterface, currentSource.getTable(),metaColumns); + currentSource.getPassword(),databaseInterface, currentSource.getTable(),queryTemplate); } LOG.info("open source: {} ,table: {}", currentSource.getJdbcUrl(), currentSource.getTable()); From 82bffb37d540c2a5e26713d71bb4230fd8851082 Mon Sep 17 00:00:00 2001 From: daemin Date: Sat, 6 Jun 2020 09:40:47 +0800 Subject: [PATCH 061/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8D=E9=87=8D=E5=A4=8D?= =?UTF-8?q?=E6=9F=A5=E8=AF=A2=E6=95=B0=E6=8D=AE=E6=BA=90=E7=9A=84=E9=97=AE?= =?UTF-8?q?=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../format/ClickhouseInputFormat.java | 4 +-- .../flinkx/gbase/format/GbaseInputFormat.java | 4 +-- .../mysqld/format/MysqldInputFormat.java | 3 +- .../flinkx/mysql/format/MysqlInputFormat.java | 5 +-- .../phoenix/format/PhoenixInputFormat.java | 4 +-- .../format/PostgresqlInputFormat.java | 5 +-- .../com/dtstack/flinkx/rdb/util/DbUtil.java | 31 +++++-------------- .../DistributedJdbcInputFormat.java | 3 +- .../JdbcInputFormat.java | 3 +- .../saphana/format/SaphanaInputFormat.java | 4 +-- .../teradata/format/TeradataInputFormat.java | 2 +- 11 files changed, 18 insertions(+), 50 deletions(-) diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java index 67baaca862..1eb3c27123 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java @@ -20,7 +20,6 @@ import com.dtstack.flinkx.clickhouse.core.ClickhouseUtil; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang3.StringUtils; @@ -30,7 +29,6 @@ import java.io.IOException; import java.sql.SQLException; import java.sql.Statement; -import java.util.ArrayList; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -77,7 +75,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { hasNext = resultSet.next(); - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password, databaseInterface, table, this.querySql); + descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (Exception e) { LOG.error("open failed,e = {}", ExceptionUtil.getErrorMessage(e)); throw new RuntimeException(e); diff --git a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java index 3d10d72d8c..357646075a 100644 --- a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java +++ b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java @@ -19,7 +19,6 @@ import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; @@ -27,7 +26,6 @@ import java.io.IOException; import java.sql.SQLException; -import java.util.ArrayList; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -71,7 +69,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { columnCount = columnCount-1; } - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); + descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { throw new IllegalArgumentException("open() failed." + se.getMessage(), se); diff --git a/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java b/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java index ba5cadf44a..c212e0a09c 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/format/MysqldInputFormat.java @@ -67,8 +67,7 @@ protected void openNextSource() throws SQLException { columnCount = currentResultSet.getMetaData().getColumnCount(); if(descColumnTypeList == null) { - descColumnTypeList = DbUtil.analyzeTable(currentSource.getJdbcUrl(), currentSource.getUserName(), - currentSource.getPassword(),databaseInterface, currentSource.getTable(),queryTemplate); + descColumnTypeList = DbUtil.analyzeColumnType(currentResultSet); } LOG.info("open source: {} ,table: {}", currentSource.getJdbcUrl(), currentSource.getTable()); diff --git a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java index 532f6f4894..d66c2766ad 100644 --- a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java @@ -19,7 +19,6 @@ import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; import com.dtstack.flinkx.util.ExceptionUtil; @@ -31,7 +30,6 @@ import java.io.IOException; import java.sql.SQLException; -import java.util.ArrayList; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -70,13 +68,12 @@ public void openInternal(InputSplit inputSplit) throws IOException { fetchSize = Integer.MIN_VALUE; executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); - boolean splitWithRowCol = numPartitions > 1 && StringUtils.isNotEmpty(splitKey) && splitKey.contains("("); if(splitWithRowCol){ columnCount = columnCount-1; } - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); + descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); diff --git a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java index d7812491ae..33f48ff496 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java +++ b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java @@ -20,7 +20,6 @@ import com.dtstack.flinkx.phoenix.util.PhoenixUtil; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; import org.apache.commons.collections.CollectionUtils; @@ -31,7 +30,6 @@ import java.io.IOException; import java.sql.SQLException; import java.sql.Statement; -import java.util.ArrayList; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -83,7 +81,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { hasNext = resultSet.next(); - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); + descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); diff --git a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java index 329662530c..6ad0468b6e 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java +++ b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java @@ -20,7 +20,6 @@ import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang3.StringUtils; @@ -29,7 +28,6 @@ import java.io.IOException; import java.sql.SQLException; -import java.util.ArrayList; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -66,13 +64,12 @@ public void openInternal(InputSplit inputSplit) throws IOException { querySql = buildQuerySql(inputSplit); executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); - boolean splitWithRowCol = numPartitions > 1 && StringUtils.isNotEmpty(splitKey) && splitKey.contains("("); if(splitWithRowCol){ columnCount = columnCount-1; } - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); + descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { throw new IllegalArgumentException("open() failed." + se.getMessage(), se); diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java index 753e6fc18d..26269c7c34 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java @@ -276,38 +276,23 @@ public static Object[][] getParameterValues(final int channels) { } /** - * 获取表列名类型列表 + * 获取结果集的列类型信息 * - * @param dbUrl jdbc url - * @param username 数据库账号 - * @param password 数据库密码 - * @param databaseInterface DatabaseInterface - * @param table 表名 - * @param sql 查询sql + * @param resultSet 查询结果集 * @return 字段类型list列表 */ - public static List analyzeTable(String dbUrl, String username, String password, DatabaseInterface databaseInterface, String table, String sql) { - List descColumnTypeList = new ArrayList<>(); - Connection dbConn = null; - Statement stmt = null; - ResultSet rs = null; + public static List analyzeColumnType(ResultSet resultSet){ + List columnTypeList = new ArrayList(); try { - dbConn = getConnection(dbUrl, username, password); - stmt = dbConn.createStatement(); - rs = stmt.executeQuery(databaseInterface.getSqlQuerySqlFields(sql)); - ResultSetMetaData rd = rs.getMetaData(); - + ResultSetMetaData rd = resultSet.getMetaData(); for (int i = 1; i <= rd.getColumnCount(); i++) { - descColumnTypeList.add(rd.getColumnTypeName(i)); + columnTypeList.add(rd.getColumnTypeName(i)); } } catch (SQLException e) { - LOG.error("error to analyzeTable, dbUrl = {}, table = {}, metaColumns = {}, e = {}", dbUrl, table, ExceptionUtil.getErrorMessage(e)); + LOG.error("error to analyzeSchema, resultSet = {}, e = {}", resultSet, ExceptionUtil.getErrorMessage(e)); throw new RuntimeException(e); - } finally { - closeDbResources(rs, stmt, dbConn, false); } - - return descColumnTypeList; + return columnTypeList; } /** diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java index 4829f0d761..2d33a29161 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java @@ -133,8 +133,7 @@ protected void openNextSource() throws SQLException{ columnCount = currentResultSet.getMetaData().getColumnCount(); if(descColumnTypeList == null) { - descColumnTypeList = DbUtil.analyzeTable(currentSource.getJdbcUrl(), currentSource.getUserName(), - currentSource.getPassword(),databaseInterface, currentSource.getTable(),queryTemplate); + descColumnTypeList =DbUtil.analyzeColumnType(currentResultSet); } LOG.info("open source: {} ,table: {}", currentSource.getJdbcUrl(), currentSource.getTable()); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index b7626f0748..bcf4e1f684 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -35,7 +35,6 @@ import com.dtstack.flinkx.util.UrlUtil; import com.google.gson.Gson; import org.apache.commons.lang3.StringUtils; -import org.apache.flink.api.common.accumulators.Accumulator; import org.apache.flink.api.common.accumulators.LongMaximum; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; @@ -188,7 +187,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { columnCount = columnCount - 1; } - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password, databaseInterface, table, this.querySql); + descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { throw new IllegalArgumentException("open() failed." + se.getMessage(), se); diff --git a/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java index d4d9516787..14c5c2fc35 100644 --- a/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java +++ b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java @@ -19,7 +19,6 @@ import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang3.StringUtils; @@ -29,7 +28,6 @@ import java.io.IOException; import java.sql.SQLException; import java.sql.Statement; -import java.util.ArrayList; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -81,7 +79,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { hasNext = resultSet.next(); - descColumnTypeList = DbUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); + descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); diff --git a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java index 116ad259b7..625c4249e0 100644 --- a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java +++ b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java @@ -83,7 +83,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { hasNext = resultSet.next(); - descColumnTypeList = DBUtil.analyzeTable(dbUrl, username, password,databaseInterface,table,this.querySql); + descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); From 8a0f6da6532cb7a7fdf9e9f601bccdaf1932fe4b Mon Sep 17 00:00:00 2001 From: daemin Date: Sat, 6 Jun 2020 09:48:45 +0800 Subject: [PATCH 062/136] =?UTF-8?q?Revert=20"=E5=9C=A8DatabaseInterface?= =?UTF-8?q?=E4=B8=AD=E6=B7=BB=E5=8A=A0=E2=80=9C=E6=A0=B9=E6=8D=AE=E7=BB=99?= =?UTF-8?q?=E5=AE=9A=E7=9A=84Sql=E8=BF=94=E5=9B=9E=E6=9F=A5=E8=AF=A2?= =?UTF-8?q?=E8=A1=A8=E7=BB=93=E6=9E=84=E7=9A=84sql=E2=80=9D=E7=9A=84?= =?UTF-8?q?=E6=8E=A5=E5=8F=A3"?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This reverts commit c87d164b25cd310f4b31b8dea55508e384407011. --- .../flinkx/clickhouse/core/ClickhouseDatabaseMeta.java | 5 ----- .../main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java | 5 ----- .../main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java | 5 ----- .../java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java | 5 ----- .../java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java | 5 ----- .../com/dtstack/flinkx/oracle/OracleDatabaseMeta.java | 5 ----- .../main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java | 5 ----- .../dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java | 5 ----- .../java/com/dtstack/flinkx/rdb/DatabaseInterface.java | 8 -------- .../com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java | 5 ----- .../dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java | 5 ----- .../com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java | 5 ----- 12 files changed, 63 deletions(-) diff --git a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseDatabaseMeta.java b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseDatabaseMeta.java index 898802d7dd..7d3c0d81da 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseDatabaseMeta.java +++ b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseDatabaseMeta.java @@ -50,11 +50,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 1"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 1"; - } - @Override public String getStartQuote() { return "`"; diff --git a/flinkx-db2/flinkx-db2-core/src/main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java b/flinkx-db2/flinkx-db2-core/src/main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java index e4b8c2244a..0334bedfa3 100644 --- a/flinkx-db2/flinkx-db2-core/src/main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java +++ b/flinkx-db2/flinkx-db2-core/src/main/java/com/dtstack/flinkx/db2/Db2DatabaseMeta.java @@ -60,11 +60,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " FETCH FIRST 1 ROWS ONLY"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM (" + sql + ") tmp" + " FETCH FIRST 1 ROWS ONLY"; - } - @Override public String getSplitFilter(String columnName) { return String.format("mod(%s,${N}) = ${M}", getStartQuote() + columnName + getEndQuote()); diff --git a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java index 23d0c95b7b..3c4d2883dc 100644 --- a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java +++ b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java @@ -75,11 +75,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 1"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 1"; - } - @Override public String quoteValue(String value, String column) { return String.format("'%s' as %s",value,column); diff --git a/flinkx-gbase/flinkx-gbase-core/src/main/java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java b/flinkx-gbase/flinkx-gbase-core/src/main/java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java index 1d620287de..cad2bc11f6 100644 --- a/flinkx-gbase/flinkx-gbase-core/src/main/java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java +++ b/flinkx-gbase/flinkx-gbase-core/src/main/java/com/dtstack/flinkx/gbase/GbaseDatabaseMeta.java @@ -97,11 +97,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 0"; - } - @Override public String quoteValue(String value, String column) { return String.format("'%s' as %s",value,column); diff --git a/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java b/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java index f5fff8e282..3ef4726e79 100644 --- a/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java +++ b/flinkx-mysql/flinkx-mysql-core/src/main/java/com/dtstack/flinkx/mysql/MySqlDatabaseMeta.java @@ -53,11 +53,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 0"; - } - @Override public String getStartQuote() { return "`"; diff --git a/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java b/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java index 8eb66da40a..5033bf64af 100644 --- a/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java +++ b/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java @@ -64,11 +64,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT /*+FIRST_ROWS*/ " + quoteColumns(column) + " FROM " + quoteTable(table) + " WHERE ROWNUM < 1"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT /*+FIRST_ROWS*/ * FROM " + "("+ sql +") tmp" + " WHERE ROWNUM < 1"; - } - @Override public String quoteValue(String value, String column) { return String.format("'%s' as %s",value,column); diff --git a/flinkx-phoenix/flinkx-phoenix-core/src/main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java b/flinkx-phoenix/flinkx-phoenix-core/src/main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java index 37521672c5..2b16850a6e 100644 --- a/flinkx-phoenix/flinkx-phoenix-core/src/main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java +++ b/flinkx-phoenix/flinkx-phoenix-core/src/main/java/com/dtstack/flinkx/phoenix/PhoenixMeta.java @@ -53,11 +53,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 0"; - } - @Override public String getStartQuote() { // 对于字段名和表名的quote得用双引号，对于字段值为字符串的得用单引号表示常量 diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java index 71a312e9cf..985b99efaa 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java @@ -77,11 +77,6 @@ public String getSqlQueryColumnFields(List column, String table) { return String.format(sql,table); } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM (" + sql + ") tmp" + " LIMIT 0"; - } - @Override public String getUpsertStatement(List column, String table, Map> updateKey) { throw new UnsupportedOperationException("PostgreSQL not support update mode"); diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/DatabaseInterface.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/DatabaseInterface.java index 97a2a608ee..6617635a10 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/DatabaseInterface.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/DatabaseInterface.java @@ -62,14 +62,6 @@ public interface DatabaseInterface { */ String getSqlQueryColumnFields(List column, String table); - /** - * 根据给定的Sql返回查询表结构的sql - * - * @param sql sql - * @return 查询表结构的sql - */ - String getSqlQuerySqlFields(String sql); - /** * 获取左引号 * diff --git a/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java b/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java index 8bf9d8e563..8fd3137074 100644 --- a/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java +++ b/flinkx-saphana/flinkx-saphana-core/src/main/java/com/dtstack/flinkx/saphana/SaphanaDatabaseMeta.java @@ -55,11 +55,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM " + "(" + sql + ") tmp" + " LIMIT 0"; - } - @Override public String getStartQuote() { return "\""; diff --git a/flinkx-sqlserver/flinkx-sqlserver-core/src/main/java/com/dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java b/flinkx-sqlserver/flinkx-sqlserver-core/src/main/java/com/dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java index e20ac5e44d..c942c4740f 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-core/src/main/java/com/dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java +++ b/flinkx-sqlserver/flinkx-sqlserver-core/src/main/java/com/dtstack/flinkx/sqlserver/SqlServerDatabaseMeta.java @@ -56,11 +56,6 @@ public String getSqlQueryColumnFields(List column, String table) { return "SELECT TOP 1 " + quoteColumns(column) + " FROM " + quoteTable(table); } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT TOP 1 * FROM " + "(" + sql +") tmp"; - } - @Override public String quoteValue(String value, String column) { return String.format("'%s' as %s",value,column); diff --git a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java index 992f909935..0f6535497b 100644 --- a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java +++ b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/TeradataDatabaseMeta.java @@ -56,11 +56,6 @@ public String getSqlQueryColumnFields(List column, String table) { " PRECEDING) BETWEEN 0 AND 0"; } - @Override - public String getSqlQuerySqlFields(String sql) { - return "SELECT * FROM " + "(" + sql + ") tmp" + " QUALIFY SUM(1) OVER (ROWS UNBOUNDED PRECEDING) BETWEEN 0 AND 0"; - } - @Override public String getStartQuote() { return "\""; From bae47099e0538c98f7603c58753aac42a7ed3c46 Mon Sep 17 00:00:00 2001 From: daemin Date: Mon, 8 Jun 2020 21:57:40 +0800 Subject: [PATCH 063/136] =?UTF-8?q?fix:=20=E6=B7=BB=E5=8A=A0reader?= =?UTF-8?q?=E9=85=8D=E7=BD=AE=E4=B8=ADcolumn=E6=95=B0=E7=BB=84=E9=95=BF?= =?UTF-8?q?=E5=BA=A6=E5=92=8C=E6=9F=A5=E8=AF=A2=E7=BB=93=E6=9E=9C=E5=88=97?= =?UTF-8?q?=E9=95=BF=E5=BA=A6=E7=9A=84=E6=A0=A1=E9=AA=8C?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../clickhouse/format/ClickhouseInputFormat.java | 2 +- .../flinkx/gbase/format/GbaseInputFormat.java | 2 +- .../flinkx/mysql/format/MysqlInputFormat.java | 2 +- .../flinkx/phoenix/format/PhoenixInputFormat.java | 2 +- .../postgresql/format/PostgresqlInputFormat.java | 2 +- .../JdbcInputFormat.java | 15 ++++++++++++++- .../flinkx/saphana/format/SaphanaInputFormat.java | 2 +- .../teradata/format/TeradataInputFormat.java | 2 +- 8 files changed, 21 insertions(+), 8 deletions(-) diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java index 1eb3c27123..2ae594c138 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java @@ -72,7 +72,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if(splitWithRowCol){ columnCount = columnCount-1; } - + checkSize(columnCount, metaColumns); hasNext = resultSet.next(); descColumnTypeList = DbUtil.analyzeColumnType(resultSet); diff --git a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java index 357646075a..7361843030 100644 --- a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java +++ b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java @@ -68,7 +68,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if(splitWithRowCol){ columnCount = columnCount-1; } - + checkSize(columnCount, metaColumns); descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { diff --git a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java index d66c2766ad..9836df273a 100644 --- a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java @@ -72,7 +72,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if(splitWithRowCol){ columnCount = columnCount-1; } - + checkSize(columnCount, metaColumns); descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { diff --git a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java index 33f48ff496..6d6b416559 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java +++ b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java @@ -78,7 +78,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if(splitWithRowCol){ columnCount = columnCount-1; } - + checkSize(columnCount, metaColumns); hasNext = resultSet.next(); descColumnTypeList = DbUtil.analyzeColumnType(resultSet); diff --git a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java index 6ad0468b6e..5ba10faad7 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java +++ b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java @@ -68,7 +68,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if(splitWithRowCol){ columnCount = columnCount-1; } - + checkSize(columnCount, metaColumns); descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index bcf4e1f684..706600d712 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -186,7 +186,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if (splitWithRowCol) { columnCount = columnCount - 1; } - + checkSize(columnCount, metaColumns); descColumnTypeList = DbUtil.analyzeColumnType(resultSet); } catch (SQLException se) { @@ -832,4 +832,17 @@ private void queryStartLocation() throws SQLException{ } } + /** + * 校验columnCount和metaColumns的长度是否相等 + * @param columnCount + * @param metaColumns + */ + protected void checkSize(int columnCount, List metaColumns) { + if (!ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName()) && columnCount != metaColumns.size()) { + LOG.error("error config: column size for reader is {},but columns size for query result is {}." + + " And the query sql is '{}'.", + metaColumns.size(), columnCount, querySql); + throw new RuntimeException(""); + } + } } \ No newline at end of file diff --git a/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java index 14c5c2fc35..9946803ffe 100644 --- a/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java +++ b/flinkx-saphana/flinkx-saphana-reader/src/main/java/com/dtstack/flinkx/saphana/format/SaphanaInputFormat.java @@ -76,7 +76,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if(splitWithRowCol){ columnCount = columnCount-1; } - + checkSize(columnCount, metaColumns); hasNext = resultSet.next(); descColumnTypeList = DbUtil.analyzeColumnType(resultSet); diff --git a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java index 625c4249e0..68e19a54c4 100644 --- a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java +++ b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java @@ -80,7 +80,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if(splitWithRowCol){ columnCount = columnCount-1; } - + checkSize(columnCount, metaColumns); hasNext = resultSet.next(); descColumnTypeList = DbUtil.analyzeColumnType(resultSet); From 42bf87c378bed2e15ab4d1cd053a20c08b323c52 Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 13 Jul 2020 16:41:55 +0800 Subject: [PATCH 064/136] =?UTF-8?q?=E6=9B=B4=E6=96=B0=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 2 +- README_CH.md | 6 ++++-- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 38e4d79917..c391b42f5c 100644 --- a/README.md +++ b/README.md @@ -51,7 +51,7 @@ The following databases are currently supported: | | Teradata | [doc](docs/offline/reader/teradatareader.md) | [doc](docs/offline/writer/teradatawriter.md) | | | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | | | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | -| | Greenplum | [doc](docs/offline/reader/greenplumreader.md) | [doc](docs/offline/writer/greenplumwriter.md) | +| | Greenplum | [doc](docs/offline/reader/greenplumreader.md) | [doc](docs/offline/writer/greenplumwriter.md) | | | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | | | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | | | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | diff --git a/README_CH.md b/README_CH.md index 28ac7c27b2..8bb8c11dd0 100644 --- a/README_CH.md +++ b/README_CH.md @@ -51,6 +51,7 @@ FlinkX目前支持下面这些数据库： | | Teradata | [doc](docs/offline/reader/teradatareader.md) | [doc](docs/offline/writer/teradatawriter.md) | | | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | | | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | +| | Greenplum | [doc](docs/offline/reader/greenplumreader.md) | [doc](docs/offline/writer/greenplumwriter.md) | | | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | | | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | | | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | @@ -65,11 +66,12 @@ FlinkX目前支持下面这些数据库： | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | +| | RestApi | [doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | -| | Oracle Logminer| Coming Soon | | -| | SqlServer CDC | Coming Soon | | +| | Oracle Logminer| Coming Soon | | +| | SqlServer CDC | Coming Soon | | # 快速开始 From b85371190a311e885f9da792052d5594dc95d74a Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 13 Jul 2020 18:59:17 +0800 Subject: [PATCH 065/136] add pulsar license --- flinkx-pulsar/flinkx-pulsar-writer/pom.xml | 3 --- .../flinkx/pulsar/writer/Constants.java | 17 +++++++++++++++ .../pulsar/writer/PulsarOutputFormat.java | 19 ++++++++++++++++- .../writer/PulsarOutputFormatBuilder.java | 17 +++++++++++++++ .../flinkx/pulsar/writer/PulsarWriter.java | 21 ++++++++++++++++++- pom.xml | 1 + 6 files changed, 73 insertions(+), 5 deletions(-) diff --git a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml index 72c8493094..88396482f4 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml +++ b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml @@ -11,11 +11,8 @@ flinkx-pulsar-writer - - - org.apache.maven.plugins maven-shade-plugin diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java index b12d1f8ece..28cd09eaad 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.pulsar.writer; /** diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java index 55aeee7dda..fdfab032da 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.pulsar.writer; import com.dtstack.flinkx.exception.WriteRecordException; @@ -92,7 +109,7 @@ protected void emit(Map event) throws IOException { } @Override - protected void writeMultipleRecordsInternal() throws Exception { + protected void writeMultipleRecordsInternal() { throw new UnsupportedOperationException(); } diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java index 637a97e67a..c6e35cc79c 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.pulsar.writer; import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java index ae84b857f1..2068128992 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java @@ -1,8 +1,24 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.pulsar.writer; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.writer.BaseDataWriter; -import static com.dtstack.flinkx.pulsar.writer.Constants.*; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.types.Row; @@ -10,6 +26,8 @@ import java.util.List; import java.util.Map; +import static com.dtstack.flinkx.pulsar.writer.Constants.*; + /** * @author: pierre @@ -22,6 +40,7 @@ public class PulsarWriter extends BaseDataWriter { protected List tableFields; protected Map producerSettings; + @SuppressWarnings("unchecked") public PulsarWriter(DataTransferConfig config){ super(config); topic = config.getJob().getContent().get(0).getWriter().getParameter().getStringVal(KEY_TOPIC); diff --git a/pom.xml b/pom.xml index 584610d49e..e7c14772ab 100644 --- a/pom.xml +++ b/pom.xml @@ -54,6 +54,7 @@ flinkx-kafka11 flinkx-kafka flinkx-emqx + flinkx-pulsar flinkx-restapi From b43961c4fc0e446b3c63a52aefbaa3af71a2548d Mon Sep 17 00:00:00 2001 From: tudou Date: Mon, 13 Jul 2020 20:29:18 +0800 Subject: [PATCH 066/136] update pom --- pom.xml | 22 ---------------------- 1 file changed, 22 deletions(-) diff --git a/pom.xml b/pom.xml index e7c14772ab..821397ba25 100644 --- a/pom.xml +++ b/pom.xml @@ -186,28 +186,6 @@ flinkx-java-docs - - pl.project13.maven - git-commit-id-plugin - 2.2.6 - - - - revision - - - - - yyyy.MM.dd HH:mm:ss - true - true - - false - -dirty - false - - - From 4723ddaa9220099baf139b95c61764e88bbfb919 Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 14 Jul 2020 09:21:09 +0800 Subject: [PATCH 067/136] fix bug,update doc --- docs/quickstart.md | 3 ++- .../java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java | 3 --- .../main/java/com/dtstack/flinkx/util/JsonModifyUtil.java | 5 ++++- 3 files changed, 6 insertions(+), 5 deletions(-) diff --git a/docs/quickstart.md b/docs/quickstart.md index fe581442a0..71779f930d 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -18,7 +18,7 @@ cd flink-1.8.5 ## 编译插件 ```bash -mvn clean package -DskipTests +mvn clean package -Dmaven.test.skip=true ``` ## 运行任务 @@ -232,6 +232,7 @@ bin/flinkx -mode yarnPer \ | **pluginLoadMode** | yarn session模式插件加载方式 | 1.**classpath**：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快
2.**shipfile**：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 | 否 | shipfile | | **confProp** | checkpoint配置 | **flink.checkpoint.interval**：快照生产频率
**flink.checkpoint.stateBackend**：快照存储路径 | 否 | 无 | | **s** | checkpoint快照路径 | | 否 | 无 | +| **p** | 自定义入参，用于替换脚本中的占位符，如脚本中存在占位符${pt1},${pt2}，则该参数可配置为pt1=20200101,pt2=20200102| | 否 | 无 | ## 常见问题 diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java b/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java index aea0c06c90..6d5dde5398 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java +++ b/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java @@ -1,5 +1,3 @@ -<<<<<<< HEAD -======= /* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file @@ -17,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ ->>>>>>> 1.8_release_3.10.x package com.dtstack.flinkx.cassandra; import com.datastax.driver.core.*; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java index 218ca60eea..2e912373a7 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.util; +import org.apache.commons.lang3.StringUtils; + import java.util.HashMap; /** @@ -39,7 +41,8 @@ public static String JsonValueReplace(String json, HashMap param */ public static HashMap CommandTransform(String command) { HashMap parameter = new HashMap<>(); - for (String item : command.split(",")) { + String[] split = StringUtils.split(command, ","); + for (String item : split) { String[] temp = item.split("="); parameter.put(temp[0], temp[1]); } From 62387267aa3aa01f5e390165fd9c97cd2e95c659 Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 14 Jul 2020 16:04:04 +0800 Subject: [PATCH 068/136] =?UTF-8?q?commit=20release=5F1.8.7:=20=20=201?= =?UTF-8?q?=E3=80=81=E5=A2=9E=E5=8A=A0Greenplum=E5=92=8CRestApi=E6=8F=92?= =?UTF-8?q?=E4=BB=B6=20=20=202=E3=80=81=E6=94=AF=E6=8C=81-p=E5=8F=82?= =?UTF-8?q?=E6=95=B0=E5=A1=AB=E5=85=85=E8=84=9A=E6=9C=AC=E5=8D=A0=E4=BD=8D?= =?UTF-8?q?=E7=AC=A6=20=20=203=E3=80=81BUG=E4=BF=AE=E5=A4=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitignore | 4 +- README.md | 6 +- README_CH.md | 6 +- docs/offline/reader/greenplumreader.md | 340 +++++ docs/offline/writer/greenplumwriter.md | 139 ++ docs/offline/writer/pulsarwriter.md | 76 - docs/quickstart.md | 3 +- docs/realTime/reader/restapireader.md | 75 + docs/realTime/writer/restapiwriter.md | 115 ++ flinkx-binlog/flinkx-binlog-core/pom.xml | 6 - flinkx-binlog/flinkx-binlog-reader/pom.xml | 10 +- .../flinkx/binlog/reader/BinlogConfig.java | 2 +- .../flinkx-carbondata-reader/pom.xml | 8 +- .../carbondata/reader/CarbonExpressUtil.java | 2 - .../reader/CarbonFlinkInputSplit.java | 36 +- .../carbondata/reader/CarbondataReader.java | 7 +- .../flinkx-carbondata-writer/pom.xml | 8 +- .../carbondata/writer/CarbonOutputFormat.java | 4 +- .../writer/CarbondataOutputFormatBuilder.java | 2 + .../carbondata/writer/dict/DateTimeUtils.java | 100 +- .../writer/dict/ExternalCatalogUtils.java | 7 - .../recordwriter/AbstractRecordWriter.java | 15 +- .../CarbonPartitionRecordWriter.java | 3 - .../HivePartitionRecordWriter.java | 14 +- .../writer/dict/DateTimeUtilsTest.java | 29 +- .../flinkx-cassandra-core/pom.xml | 4 +- .../flinkx/cassandra/CassandraConfigKeys.java | 17 + .../flinkx/cassandra/CassandraUtil.java | 3 +- .../flinkx/cassandra/TestCassandraUtil.java | 17 + .../flinkx-cassandra-reader/pom.xml | 4 +- .../cassandra/reader/CassandraConstants.java | 17 + .../reader/CassandraInputFormat.java | 18 +- .../flinkx-cassandra-writer/pom.xml | 4 +- .../writer/CassandraOutputFormat.java | 32 +- .../writer/CassandraOutputFormatBuilder.java | 17 + .../cassandra/writer/CassandraWriter.java | 19 +- flinkx-cassandra/pom.xml | 4 +- .../clickhouse/core/ClickhouseUtil.java | 7 +- .../flinkx-clickhouse-reader/pom.xml | 10 + .../flinkx-clickhouse-writer/pom.xml | 10 + flinkx-core/pom.xml | 35 +- .../api/java/MyLocalStreamEnvironment.java | 1 - .../main/java/com/dtstack/flinkx/Main.java | 2 +- .../flinkx/authenticate/KerberosUtil.java | 12 +- .../flinkx/authenticate/SftpHandler.java | 23 +- .../classloader/ClassLoaderManager.java | 8 +- .../flinkx/classloader/PluginUtil.java | 2 - .../dtstack/flinkx/config/AbstractConfig.java | 14 +- .../flinkx/config/DataTransferConfig.java | 2 +- .../dtstack/flinkx/config/RestartConfig.java | 2 +- .../dtstack/flinkx/config/RestoreConfig.java | 5 +- .../com/dtstack/flinkx/config/TestConfig.java | 2 +- .../flinkx/constants/ConstantValue.java | 11 + .../dtstack/flinkx/decoder/DecodeEnum.java | 36 +- .../com/dtstack/flinkx}/decoder/IDecode.java | 2 +- .../dtstack/flinkx}/decoder/JsonDecoder.java | 6 +- .../dtstack/flinkx}/decoder/PlainDecoder.java | 2 +- .../dtstack/flinkx/enums/EDatabaseType.java | 1 + .../inputformat/BaseRichInputFormat.java | 8 +- .../flinkx/metrics/AccumulatorCollector.java | 13 +- .../metrics/CustomPrometheusReporter.java | 22 +- .../dtstack/flinkx/options/OptionParser.java | 14 +- .../com/dtstack/flinkx/options/Options.java | 14 +- .../outputformat/BaseFileOutputFormat.java | 10 +- .../outputformat/BaseRichOutputFormat.java | 10 +- .../BaseRichOutputFormatBuilder.java | 19 +- .../flinkx/reader/ByteRateLimiter.java | 15 +- .../com/dtstack/flinkx/reader/MetaColumn.java | 12 +- .../com/dtstack/flinkx/util/ClassUtil.java | 2 +- .../java/com/dtstack/flinkx/util/Clock.java | 5 + .../com/dtstack/flinkx/util/DateUtil.java | 20 +- .../dtstack/flinkx/util/ExceptionUtil.java | 35 +- .../dtstack/flinkx/util/FileSystemUtil.java | 26 +- .../com/dtstack/flinkx/util/GsonUtil.java | 144 ++ .../dtstack/flinkx/util/JsonModifyUtil.java | 51 + .../dtstack/flinkx/util/ResultPrintUtil.java | 10 +- .../com/dtstack/flinkx/util/RetryUtil.java | 2 +- .../com/dtstack/flinkx/util/StringUtil.java | 16 +- .../flinkx/writer/DirtyDataManager.java | 11 +- .../dtstack/flinkx/writer/ErrorLimiter.java | 3 +- .../StreamExecutionEnvironment.java | 14 +- .../flinkx/util/ColumnTypeUtilTest.java | 4 +- .../com/dtstack/flinkx/util/DateUtilTest.java | 112 ++ .../flinkx/util/ExceptionUtilTest.java | 23 + .../com/dtstack/flinkx/util/MapUtilTest.java | 4 +- .../com/dtstack/flinkx/util/Md5UtilTest.java | 4 +- .../com/dtstack/flinkx/util/RowUtilTest.java | 4 +- .../flinkx/util/SnowflakeIdWorkerTest.java | 28 + .../dtstack/flinkx/util/StringUtilTest.java | 54 +- .../dtstack/flinkx/util/ValueUtilTest.java | 12 +- flinkx-db2/flinkx-db2-reader/pom.xml | 8 +- flinkx-db2/flinkx-db2-writer/pom.xml | 8 +- .../com/dtstack/flinkx/dm/DmDatabaseMeta.java | 2 +- flinkx-dm/flinkx-dm-reader/pom.xml | 8 +- .../flinkx/dm/format/DmInputFormat.java | 4 +- flinkx-dm/flinkx-dm-writer/pom.xml | 8 +- .../flinkx/dm/format/DmOutputFormat.java | 43 +- .../flinkx/emqx/decoder/JsonDecoder.java | 56 - flinkx-emqx/flinkx-emqx-reader/pom.xml | 10 + .../flinkx/emqx/format/EmqxInputFormat.java | 13 +- .../flinkx/emqx/reader/EmqxReader.java | 8 +- flinkx-emqx/flinkx-emqx-writer/pom.xml | 10 + .../flinkx/emqx/format/EmqxOutputFormat.java | 2 +- .../flinkx/emqx/writer/EmqxWriter.java | 7 +- flinkx-es/flinkx-es-reader/pom.xml | 14 + .../flinkx/es/reader/EsInputFormat.java | 6 +- .../es/reader/EsInputFormatBuilder.java | 5 + .../dtstack/flinkx/es/reader/EsReader.java | 7 +- .../flinkx/es/reader/test/EsReadDemo.java | 90 -- .../flinkx/es/reader/test/EsReaderTest.java | 20 - flinkx-es/flinkx-es-writer/pom.xml | 14 + .../dtstack/flinkx/es/writer/test/EsDemo.java | 146 -- .../com/dtstack/flinkx/ftp/FtpConfig.java | 2 +- .../com/dtstack/flinkx/ftp/FtpHandler.java | 15 +- .../dtstack/flinkx/ftp/FtpHandlerFactory.java | 18 +- .../com/dtstack/flinkx/ftp/IFtpHandler.java | 4 +- flinkx-ftp/flinkx-ftp-reader/pom.xml | 10 + .../flinkx/ftp/reader/FtpInputFormat.java | 16 +- .../dtstack/flinkx/ftp/reader/FtpReader.java | 5 +- .../ftp/reader/FtpSeqBufferedReader.java | 12 +- .../flinkx/ftp/reader/FtpServerDemo.java | 41 - .../flinkx/ftp/reader/SftpServerDemo.java | 42 - flinkx-ftp/flinkx-ftp-writer/pom.xml | 10 + .../flinkx/ftp/writer/FtpOutputFormat.java | 101 +- .../ftp/writer/FtpOutputFormatBuilder.java | 4 +- .../dtstack/flinkx/ftp/writer/FtpWriter.java | 2 +- flinkx-gbase/flinkx-gbase-reader/pom.xml | 8 +- .../flinkx/gbase/format/GbaseInputFormat.java | 9 +- flinkx-gbase/flinkx-gbase-writer/pom.xml | 8 +- .../flinkx-greenplum-core/pom.xml | 39 + .../greenplum/GreenplumDatabaseMeta.java | 50 + .../GreenplumDatabaseMetaInsert.java | 33 + .../flinkx-greenplum-reader/pom.xml | 112 ++ .../format/GreenplumInputFormat.java | 30 + .../greenplum/reader/GreenplumReader.java | 83 ++ .../flinkx-greenplum-writer/pom.xml | 110 ++ .../format/GreenplumOutputFormat.java | 31 + .../greenplum/writer/GreenplumWriter.java | 93 ++ flinkx-greenplum/pom.xml | 36 + .../flinkx/hbase/HbaseConfigConstants.java | 2 +- .../com/dtstack/flinkx/hbase/HbaseHelper.java | 70 +- .../flinkx/hbase/test/HbaseHelperTest.java | 75 - flinkx-hbase/flinkx-hbase-reader/pom.xml | 10 + .../flinkx/hbase/reader/HbaseInputFormat.java | 27 +- .../flinkx/hbase/reader/HbaseReader.java | 7 +- .../flinkx/hbase/reader/HbaseSplitDemo.java | 34 - flinkx-hbase/flinkx-hbase-writer/pom.xml | 10 + .../hbase/writer/HbaseOutputFormat.java | 104 +- .../writer/HbaseOutputFormatBuilder.java | 2 + .../flinkx/hbase/writer/HbaseWriter.java | 19 +- .../RowKeyFunctionTest.java | 5 +- .../dtstack/flinkx/hdfs/ECompressType.java | 1 - .../dtstack/flinkx/hdfs/HdfsConfigKeys.java | 2 + .../com/dtstack/flinkx/hdfs/HdfsUtil.java | 146 +- flinkx-hdfs/flinkx-hdfs-reader/pom.xml | 10 + .../hdfs/reader/BaseHdfsInputFormat.java | 47 +- .../hdfs/reader/HdfsOrcInputFormat.java | 197 +-- .../hdfs/reader/HdfsParquetInputFormat.java | 78 +- .../flinkx/hdfs/reader/HdfsReader.java | 4 +- .../hdfs/reader/HdfsTextInputFormat.java | 124 +- .../hadoop/hive/ql/io/orc/OrcInputFormat.java | 1221 +++++++++++++++++ .../hdfs/reader/HdfsOrcInputFormatTest.java | 22 + flinkx-hdfs/flinkx-hdfs-writer/pom.xml | 10 + .../hdfs/writer/BaseHdfsOutputFormat.java | 25 +- .../hdfs/writer/HdfsOrcOutputFormat.java | 55 +- .../hdfs/writer/HdfsOutputFormatBuilder.java | 4 + .../hdfs/writer/HdfsParquetOutputFormat.java | 110 +- .../hdfs/writer/HdfsTextOutputFormat.java | 4 +- .../flinkx/hdfs/writer/HdfsWriter.java | 8 +- .../flinkx/hive/TimePartitionFormat.java | 6 +- .../hive/util/AbstractHiveMetadataParser.java | 4 +- .../dtstack/flinkx/hive/util/HiveDbUtil.java | 13 +- .../dtstack/flinkx/hive/util/HiveUtil.java | 210 +-- .../dtstack/flinkx/hive/test/DBUtilTest.java | 64 - flinkx-hive/flinkx-hive-writer/pom.xml | 10 + .../flinkx/hive/writer/HiveOutputFormat.java | 12 +- .../hive/writer/HiveOutputFormatBuilder.java | 3 + .../flinkx/hive/writer/HiveWriter.java | 70 +- flinkx-kafka/flinkx-kafka-reader/pom.xml | 10 + .../flinkx/kafka/reader/KafkaClient.java | 2 +- .../flinkx/kafka/reader/KafkaInputFormat.java | 2 + flinkx-kafka/flinkx-kafka-writer/pom.xml | 10 + flinkx-kafka09/flinkx-kafka09-reader/pom.xml | 10 + .../flinkx/kafka09/reader/Kafka09Client.java | 2 +- flinkx-kafka09/flinkx-kafka09-writer/pom.xml | 10 + flinkx-kafka10/flinkx-kafka10-reader/pom.xml | 10 + .../flinkx/kafka10/reader/Kafka10Client.java | 2 +- flinkx-kafka10/flinkx-kafka10-writer/pom.xml | 10 + flinkx-kafka11/flinkx-kafka11-reader/pom.xml | 10 + .../flinkx/kafka11/reader/Kafka11Client.java | 2 +- .../kafka11/reader/Kafka11InputFormat.java | 2 + flinkx-kafka11/flinkx-kafka11-writer/pom.xml | 10 + .../reader/KafkaBaseInputFormat.java | 9 +- .../kafkabase/reader/KafkaBaseReader.java | 6 +- .../writer/KafkaBaseOutputFormat.java | 10 +- .../kafkabase/writer/KafkaBaseWriter.java | 5 +- flinkx-kudu/flinkx-kudu-core/pom.xml | 6 - .../dtstack/flinkx/kudu/core/KuduUtil.java | 13 +- flinkx-kudu/flinkx-kudu-reader/pom.xml | 8 +- .../flinkx/kudu/reader/KuduInputFormat.java | 6 +- .../kudu/reader/KuduInputFormatBuilder.java | 5 + .../flinkx/kudu/reader/KuduReader.java | 14 +- flinkx-kudu/flinkx-kudu-writer/pom.xml | 8 +- .../flinkx/kudu/writer/KuduOutputFormat.java | 7 +- .../flinkx/kudu/writer/KuduWriter.java | 11 +- .../flinkx/launcher/ClassLoaderType.java | 17 + .../flinkx/launcher/ClusterClientFactory.java | 10 +- .../com/dtstack/flinkx/launcher/Launcher.java | 26 +- .../flinkx/launcher/YarnConfLoader.java | 3 +- .../perjob/FlinkPerJobResourceUtil.java | 4 +- .../launcher/perjob/PerJobSubmitter.java | 4 +- .../test/java/bigdata/FlinkConfigTest.java | 19 - .../flinkx/mongodb/MongodbClientUtil.java | 8 +- .../dtstack/flinkx/mongodb/MongodbUtil.java | 6 +- flinkx-mongodb/flinkx-mongodb-reader/pom.xml | 8 +- .../mongodb/reader/MongodbInputFormat.java | 7 +- .../reader/MongodbInputFormatBuilder.java | 5 + flinkx-mongodb/flinkx-mongodb-writer/pom.xml | 8 +- flinkx-mysql/flinkx-mysql-dreader/pom.xml | 8 +- .../flinkx/mysqld/reader/MysqldReader.java | 5 +- flinkx-mysql/flinkx-mysql-reader/pom.xml | 10 +- .../flinkx/mysql/format/MysqlInputFormat.java | 14 +- .../src/test/java/bigdata/TestMysqlPk.java | 22 - flinkx-mysql/flinkx-mysql-writer/pom.xml | 8 +- .../com/dtstack/flinkx/odps/OdpsUtil.java | 2 +- flinkx-odps/flinkx-odps-reader/pom.xml | 10 + .../odps/reader/OdpsInputFormatBuilder.java | 4 +- .../flinkx/odps/reader/OdpsReader.java | 4 +- flinkx-odps/flinkx-odps-writer/pom.xml | 10 + .../flinkx/odps/writer/OdpsOutputFormat.java | 2 +- .../odps/writer/OdpsOutputFormatBuilder.java | 2 + .../flinkx/oracle/OracleDatabaseMeta.java | 2 +- flinkx-oracle/flinkx-oracle-reader/pom.xml | 8 +- .../oracle/reader/test/OracleLocalTest.java | 22 - flinkx-oracle/flinkx-oracle-writer/pom.xml | 8 +- .../oracle/format/OracleOutputFormat.java | 41 +- flinkx-pgwal/flinkx-pgwal-reader/pom.xml | 10 + flinkx-phoenix/flinkx-phoenix-reader/pom.xml | 10 + .../phoenix/format/PhoenixInputFormat.java | 3 +- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 10 + flinkx-polardb/flinkx-polardb-dreader/pom.xml | 8 + .../polardbd/reader/PolardbdReader.java | 1 - flinkx-polardb/flinkx-polardb-reader/pom.xml | 8 + flinkx-polardb/flinkx-polardb-writer/pom.xml | 8 + .../postgresql/PostgresqlDatabaseMeta.java | 3 - .../postgresql/PostgresqlTypeConverter.java | 29 +- .../flinkx-postgresql-reader/pom.xml | 8 +- .../format/PostgresqlInputFormat.java | 9 +- .../flinkx-postgresql-writer/pom.xml | 8 +- flinkx-pulsar/flinkx-pulsar-writer/pom.xml | 3 - .../flinkx/pulsar/writer/Constants.java | 17 + .../pulsar/writer/PulsarOutputFormat.java | 19 +- .../writer/PulsarOutputFormatBuilder.java | 17 + .../flinkx/pulsar/writer/PulsarWriter.java | 21 +- .../dtstack/flinkx/rdb/BaseDatabaseMeta.java | 8 +- .../com/dtstack/flinkx/rdb/util/DbUtil.java | 197 +-- .../DistributedJdbcDataReader.java | 4 +- .../DistributedJdbcInputFormat.java | 20 +- .../DistributedJdbcInputFormatBuilder.java | 3 +- .../DistributedJdbcInputSplit.java | 6 +- .../JdbcInputFormat.java | 28 +- .../JdbcInputFormatBuilder.java | 5 + .../JdbcDataWriter.java | 10 +- .../rdb/outputformat/JdbcOutputFormat.java | 28 +- .../com/dtstack/flinkx/redis/JedisUtil.java | 9 +- flinkx-redis/flinkx-redis-writer/pom.xml | 8 +- .../redis/writer/RedisOutputFormat.java | 16 +- .../writer/RedisOutputFormatBuilder.java | 2 + .../flinkx/redis/writer/RedisWriter.java | 13 +- flinkx-restapi/flinkx-restapi-core/pom.xml | 20 + .../flinkx/restapi/common/HttpMethod.java | 44 + .../flinkx/restapi/common/HttpUtil.java | 115 ++ .../common/MyHttpRequestRetryHandler.java | 96 ++ .../MyServiceUnavailableRetryStrategy.java | 73 + .../flinkx/restapi/common/RestapiKeys.java | 32 + flinkx-restapi/flinkx-restapi-reader/pom.xml | 99 ++ .../inputformat/RestapiInputFormat.java | 109 ++ .../RestapiInputFormatBuilder.java | 46 + .../flinkx/restapi/reader/RestapiReader.java | 71 + flinkx-restapi/flinkx-restapi-writer/pom.xml | 99 ++ .../outputformat/RestapiOutputFormat.java | 150 ++ .../RestapiOutputFormatBuilder.java | 71 + .../flinkx/restapi/writer/RestapiWriter.java | 103 ++ flinkx-restapi/pom.xml | 28 + flinkx-saphana/flinkx-saphana-core/pom.xml | 4 +- flinkx-saphana/flinkx-saphana-reader/pom.xml | 4 +- flinkx-saphana/flinkx-saphana-writer/pom.xml | 4 +- flinkx-saphana/pom.xml | 4 +- .../flinkx-sqlserver-reader/pom.xml | 8 +- .../flinkx-sqlserver-writer/pom.xml | 8 +- flinkx-stream/flinkx-stream-reader/pom.xml | 10 + flinkx-stream/flinkx-stream-writer/pom.xml | 10 + .../stream/writer/StreamOutputFormat.java | 20 +- .../flinkx/stream/writer/StreamWriter.java | 2 +- .../dtstack/flinkx/teradata/util/DBUtil.java | 45 +- flinkx-test/pom.xml | 195 ++- .../com/dtstack/flinkx/test/LocalTest.java | 291 ++-- .../flinkx/test/PluginNameConstants.java | 5 + pom.xml | 54 +- 299 files changed, 6861 insertions(+), 2340 deletions(-) create mode 100644 docs/offline/reader/greenplumreader.md create mode 100644 docs/offline/writer/greenplumwriter.md delete mode 100644 docs/offline/writer/pulsarwriter.md create mode 100644 docs/realTime/reader/restapireader.md create mode 100644 docs/realTime/writer/restapiwriter.md rename flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/IDecode.java => flinkx-carbondata/flinkx-carbondata-writer/src/test/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtilsTest.java (73%) rename flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/PlainDecoder.java => flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java (69%) rename {flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase => flinkx-core/src/main/java/com/dtstack/flinkx}/decoder/IDecode.java (96%) rename {flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase => flinkx-core/src/main/java/com/dtstack/flinkx}/decoder/JsonDecoder.java (97%) rename {flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase => flinkx-core/src/main/java/com/dtstack/flinkx}/decoder/PlainDecoder.java (96%) create mode 100644 flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java create mode 100644 flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java create mode 100644 flinkx-core/src/test/java/com/dtstack/flinkx/util/DateUtilTest.java create mode 100644 flinkx-core/src/test/java/com/dtstack/flinkx/util/ExceptionUtilTest.java create mode 100644 flinkx-core/src/test/java/com/dtstack/flinkx/util/SnowflakeIdWorkerTest.java delete mode 100644 flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/JsonDecoder.java delete mode 100644 flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReadDemo.java delete mode 100644 flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReaderTest.java delete mode 100644 flinkx-es/flinkx-es-writer/src/test/java/com/dtstack/flinkx/es/writer/test/EsDemo.java delete mode 100644 flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/FtpServerDemo.java delete mode 100644 flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/SftpServerDemo.java create mode 100644 flinkx-greenplum/flinkx-greenplum-core/pom.xml create mode 100644 flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMeta.java create mode 100644 flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMetaInsert.java create mode 100644 flinkx-greenplum/flinkx-greenplum-reader/pom.xml create mode 100644 flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumInputFormat.java create mode 100644 flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/reader/GreenplumReader.java create mode 100644 flinkx-greenplum/flinkx-greenplum-writer/pom.xml create mode 100644 flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumOutputFormat.java create mode 100644 flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/writer/GreenplumWriter.java create mode 100644 flinkx-greenplum/pom.xml delete mode 100644 flinkx-hbase/flinkx-hbase-core/src/test/java/com/dtstack/flinkx/hbase/test/HbaseHelperTest.java delete mode 100644 flinkx-hbase/flinkx-hbase-reader/src/test/java/com/dtstack/flinkx/hbase/reader/HbaseSplitDemo.java create mode 100644 flinkx-hdfs/flinkx-hdfs-reader/src/main/java/org/apache/hadoop/hive/ql/io/orc/OrcInputFormat.java create mode 100644 flinkx-hdfs/flinkx-hdfs-reader/src/main/test/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormatTest.java delete mode 100644 flinkx-hive/flinkx-hive-core/src/test/java/com/dtstack/flinkx/hive/test/DBUtilTest.java delete mode 100644 flinkx-launcher/src/test/java/bigdata/FlinkConfigTest.java delete mode 100644 flinkx-mysql/flinkx-mysql-reader/src/test/java/bigdata/TestMysqlPk.java delete mode 100644 flinkx-oracle/flinkx-oracle-reader/src/test/java/com/dtstack/flinkx/oracle/reader/test/OracleLocalTest.java create mode 100644 flinkx-restapi/flinkx-restapi-core/pom.xml create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpMethod.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyHttpRequestRetryHandler.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyServiceUnavailableRetryStrategy.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestapiKeys.java create mode 100644 flinkx-restapi/flinkx-restapi-reader/pom.xml create mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java create mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java create mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java create mode 100644 flinkx-restapi/flinkx-restapi-writer/pom.xml create mode 100644 flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java create mode 100644 flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormatBuilder.java create mode 100644 flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java create mode 100644 flinkx-restapi/pom.xml diff --git a/.gitignore b/.gitignore index d8cb487ce5..1e7d443821 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,7 @@ # Created by .ignore support plugin (hsz.mobi) .idea/ plugins/ +syncplugins/ *.iml target/ lib/ @@ -8,4 +9,5 @@ jobs/ nohup.out flinkconf/ hadoopconf/ -/default_task_id_output \ No newline at end of file +/default_task_id_output +/syncplugins \ No newline at end of file diff --git a/README.md b/README.md index c2a3a77d5e..c391b42f5c 100644 --- a/README.md +++ b/README.md @@ -51,6 +51,7 @@ The following databases are currently supported: | | Teradata | [doc](docs/offline/reader/teradatareader.md) | [doc](docs/offline/writer/teradatawriter.md) | | | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | | | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | +| | Greenplum | [doc](docs/offline/reader/greenplumreader.md) | [doc](docs/offline/writer/greenplumwriter.md) | | | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | | | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | | | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | @@ -65,11 +66,12 @@ The following databases are currently supported: | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | +| | RestApi | [doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | -| | Oracle Logminer| Coming Soon| | -| | SqlServer CDC | Coming Soon | | +| | Oracle Logminer| Coming Soon | | +| | SqlServer CDC | Coming Soon | | # Quick Start diff --git a/README_CH.md b/README_CH.md index 28ac7c27b2..8bb8c11dd0 100644 --- a/README_CH.md +++ b/README_CH.md @@ -51,6 +51,7 @@ FlinkX目前支持下面这些数据库： | | Teradata | [doc](docs/offline/reader/teradatareader.md) | [doc](docs/offline/writer/teradatawriter.md) | | | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | | | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | +| | Greenplum | [doc](docs/offline/reader/greenplumreader.md) | [doc](docs/offline/writer/greenplumwriter.md) | | | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | | | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | | | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | @@ -65,11 +66,12 @@ FlinkX目前支持下面这些数据库： | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | +| | RestApi | [doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | -| | Oracle Logminer| Coming Soon | | -| | SqlServer CDC | Coming Soon | | +| | Oracle Logminer| Coming Soon | | +| | SqlServer CDC | Coming Soon | | # 快速开始 diff --git a/docs/offline/reader/greenplumreader.md b/docs/offline/reader/greenplumreader.md new file mode 100644 index 0000000000..a8d89386e7 --- /dev/null +++ b/docs/offline/reader/greenplumreader.md @@ -0,0 +1,340 @@ +# Greenplum Reader + + +## 一、插件名称 +名称：**greenplumreader**
+ +## 二、支持的数据源版本 +**Greenplum 5及以上**
+ + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串
jdbcUrl参考文档：[greenplum官方文档](https://gpdb.docs.pivotal.io/590/datadirect/datadirect_jdbc.html) + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **where** + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 默认值：无 + + + +- **splitPk** + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 默认值：无 + + + +- **fetchSize** + - 描述：读取时每批次读取的数据条数。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 默认值：1000 + + + +- **queryTimeOut** + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 默认值：1000 + + + +- **customSql** + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + - 只能是查询语句，否则会导致任务失败； + - 查询语句返回的字段需要和column列表里的字段对应； + - 当指定了此参数时，connection里指定的table无效； + - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：需要读取的字段。 + - 格式：支持3种格式
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +```bash +"column":["*"] +``` +2.指定字段名称： +``` +"column":["id","name"] +``` +3.指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` + + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 默认值：无 + + + +- **polling** + - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + + + +- **pollingInterval** + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 默认值：5000 + + + +- **requestAccumulatorInterval** + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 默认值：2 + +** + +## 四、配置示例 + +#### 1、基础配置 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "where": "", + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 2、多通道 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "where": "", + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 3, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 3、 指定customsql +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "where": "", + "customSql": "select id from performance", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 4、增量同步指定startLocation +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "increColumn": "id", + "startLocation": "20", + "where": "", + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +#### 5、间隔轮询 +```json +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "gpadmin", + "password" : "gpadmin", + "connection" : [ { + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "table" : [ "performance" ] + } ], + "polling": true, + "pollingInterval": 3000, + "customSql": "", + "increColumn": "id", + "startLocation": "20", + "where": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` + +
说明：表名不应该有'.'号，否则会报如下错误：
`java.sql.SQLException: SQLException: [Pivotal][Greenplum JDBC Driver][Greenplum]cross-database references are not implemented: "public.public.test". ` diff --git a/docs/offline/writer/greenplumwriter.md b/docs/offline/writer/greenplumwriter.md new file mode 100644 index 0000000000..57a069ce88 --- /dev/null +++ b/docs/offline/writer/greenplumwriter.md @@ -0,0 +1,139 @@ +# Greenplum Writer + + +## 一、插件名称 +名称：**greenplumwriter**
+ +## 二、支持的数据源版本 +**Greenplum 5及以上**
** + +## 三、参数说明 + +- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 默认值：无 + + + +- **username** + - 描述：数据源的用户名 + - 必选：是 + - 默认值：无 + + + +- **password** + - 描述：数据源指定用户名的密码 + - 必选：是 + - 默认值：无 + + + +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 默认值：无 + + + +- **preSql** + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **postSql** + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 默认值：无 + + + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 默认值：无 + + + +- **writeMode** + - 描述：仅支持`insert`操作，可以搭配insertSqlMode使用 + - 必选：是 + - 默认值：无， + + + +- **insertSqlMode** + - 描述：控制写入数据到目标表采用  `COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'`语句，提高数据的插入效率 + - 注意： + - 为了避免`insert`过慢带来的问题，此参数被固定为`copy` + - 当指定此参数时，writeMode的值必须为 `insert`，否则设置无效 + - 必选：否 + - 默认值：无 + + + +- **batchSize** + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 默认值：1024 + +** + +## 四、配置示例 + +#### 1、insert with copy mode +```json +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "column": [ + { + "name": "id", + "type": "int", + "value": 1 + } + ], + "sliceRecordCount": ["100"] + }, + "name" : "streamreader" + }, + "writer": { + "name": "greenplumwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb", + "table": ["tbl_pay_log_copy"] + }], + "username": "gpadmin", + "password": "gpadmin", + "column": [ + { + "name": "id", + "type": "int" + }], + "writeMode": "insert", + "insertSqlMode": "copy", + "batchSize": 100, + "preSql": ["TRUNCATE tbl_pay_log_copy"], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` diff --git a/docs/offline/writer/pulsarwriter.md b/docs/offline/writer/pulsarwriter.md deleted file mode 100644 index 413e1e0f30..0000000000 --- a/docs/offline/writer/pulsarwriter.md +++ /dev/null @@ -1,76 +0,0 @@ -# Pulsar写入插件（**writer） - -## 1. 配置样例 - -```json -{ - "job": { - "content": [ - { - "reader": { - - }, - "writer": { - "parameter": { - "producerSettings" : { - "producerName":"test-producer" - }, - "topic" : "pulsar_test", - "pulsarServiceUrl" : "pulsar://127.0.0.1:6650" - - }, - "name": "pulsarwriter" - } - } - ], - "setting": { - "errorLimit": { - "record": 1 - }, - "speed": { - "bytes": 1048576, - "channel": 1 - } - } - } -} -``` - -## 2. 参数说明 - -* **name** - - * 描述：插件名，pulsarwriter。 - - * 必选：是 - - * 默认值：无 - -* **topic** - - * 描述：topic。 - - * 必选：是 - - * 默认值：无 - - -* **pulsarServiceUrl** - - * 描述：pulsar地址列表 - - * 必选：是 - - * 默认值：无 - - - -* **producerSettings** - - * 描述：pulsar生产者配置 - - * 必选：是 - - * 默认值：无 - -参考: https://pulsar.apache.org/docs/en/client-libraries-java/#configure-producer \ No newline at end of file diff --git a/docs/quickstart.md b/docs/quickstart.md index fe581442a0..71779f930d 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -18,7 +18,7 @@ cd flink-1.8.5 ## 编译插件 ```bash -mvn clean package -DskipTests +mvn clean package -Dmaven.test.skip=true ``` ## 运行任务 @@ -232,6 +232,7 @@ bin/flinkx -mode yarnPer \ | **pluginLoadMode** | yarn session模式插件加载方式 | 1.**classpath**：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快
2.**shipfile**：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 | 否 | shipfile | | **confProp** | checkpoint配置 | **flink.checkpoint.interval**：快照生产频率
**flink.checkpoint.stateBackend**：快照存储路径 | 否 | 无 | | **s** | checkpoint快照路径 | | 否 | 无 | +| **p** | 自定义入参，用于替换脚本中的占位符，如脚本中存在占位符${pt1},${pt2}，则该参数可配置为pt1=20200101,pt2=20200102| | 否 | 无 | ## 常见问题 diff --git a/docs/realTime/reader/restapireader.md b/docs/realTime/reader/restapireader.md new file mode 100644 index 0000000000..f354c823db --- /dev/null +++ b/docs/realTime/reader/restapireader.md @@ -0,0 +1,75 @@ +# Restapi Reader + + +## 一、插件名称 +名称：restapireader
+ + +## 二、参数说明 + +- **url** + - 描述：连接的url + - 必选：是 + - 默认值：无 + + + +- **method** + - 描述：request的类型，`post`、`get` + - 必选：是 + - 默认值：无 + + + +- header + - 描述：需要添加的报头信息 + - 必选：否 + - 默认值：无 + + + + +## 三、配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "url": "http://kudu3/server/index.php?g=Web&c=Mock&o=mock&projectID=58&uri=/api/tiezhu/test/get", + "body": "", + "method": "get", + "params": "" + } + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false, + "isStream": true + }, + "errorLimit": {}, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "trace", + "path": "", + "pattern": "" + } + } + } +} +``` + + diff --git a/docs/realTime/writer/restapiwriter.md b/docs/realTime/writer/restapiwriter.md new file mode 100644 index 0000000000..6a515b9a1e --- /dev/null +++ b/docs/realTime/writer/restapiwriter.md @@ -0,0 +1,115 @@ +# Restapi Writer + + +## 一、插件名称 +**名称：restapiwriter**
+ +## 二、参数说明 + +- **url** + - 描述：连接的url + - 必选：是 + - 默认值：无 + + + +- **method** + - 描述：request的类型，`post`、`get` + - 必选：是 + - 默认值：无 + + + +- **header** + - 描述：需要添加的报头信息 + - 必选：否 + - 默认值：无 + + + +- **body** + - 描述：发送的数据中包括params + - 必选：否 + - 默认值：无 + + + +- **params** + - 描述：发送的数据中包括params + - 必选：否 + - 默认值：无 + + + +- **column** + - 描述：如果column不为空，那么将数据和字段名一一对应。如果column为空，则返回每个数据的第一个字段。 + - 必选：否 + - 默认值：无 + + + + +## 三、使用示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "data", + "type": "string" + } + ], + "sliceRecordCount": [ + "100" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "url": "http://kudu3/server/index.php?g=Web&c=Mock&o=mock&projectID=58&uri=/api/tiezhu/test/get", + "header": [], + "body": [], + "method": "post", + "params": {}, + "column": ["id","data"] + }, + "name": "restapiwriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream": true, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} +``` + + diff --git a/flinkx-binlog/flinkx-binlog-core/pom.xml b/flinkx-binlog/flinkx-binlog-core/pom.xml index d16755f37d..ba3a2485dd 100644 --- a/flinkx-binlog/flinkx-binlog-core/pom.xml +++ b/flinkx-binlog/flinkx-binlog-core/pom.xml @@ -15,12 +15,6 @@ - - com.google.guava - guava - 19.0 - - com.alibaba.otter canal.parse diff --git a/flinkx-binlog/flinkx-binlog-reader/pom.xml b/flinkx-binlog/flinkx-binlog-reader/pom.xml index ad9b9893df..302234b486 100644 --- a/flinkx-binlog/flinkx-binlog-reader/pom.xml +++ b/flinkx-binlog/flinkx-binlog-reader/pom.xml @@ -69,6 +69,10 @@ slf4j-api org.slf4j + + guava + com.google.guava + @@ -100,7 +104,11 @@ com.google.common - shade.binlog.com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogConfig.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogConfig.java index 69d6d51add..0fcbdade5b 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogConfig.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogConfig.java @@ -32,7 +32,7 @@ public class BinlogConfig implements Serializable { public long period = 1000L; - public int bufferSize = 1024; + public int bufferSize = 256; public boolean pavingData = true; diff --git a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml index 111fc621c3..7b38ba5c8b 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-reader/pom.xml @@ -61,8 +61,12 @@ shade.carbondatareader.io.netty - com.google - shade.carbondatareader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonExpressUtil.java b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonExpressUtil.java index f655d14934..77dd6dedba 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonExpressUtil.java +++ b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonExpressUtil.java @@ -19,7 +19,6 @@ import org.apache.carbondata.core.metadata.datatype.DataType; -import org.apache.carbondata.core.metadata.datatype.DataTypes; import org.apache.carbondata.core.scan.expression.ColumnExpression; import org.apache.carbondata.core.scan.expression.Expression; import org.apache.carbondata.core.scan.expression.LiteralExpression; @@ -30,7 +29,6 @@ import org.apache.carbondata.core.scan.expression.conditional.LessThanExpression; import org.apache.commons.lang3.StringUtils; -import java.util.ArrayList; import java.util.List; diff --git a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonFlinkInputSplit.java b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonFlinkInputSplit.java index 5f440b5f33..91547fdfed 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonFlinkInputSplit.java +++ b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbonFlinkInputSplit.java @@ -28,7 +28,6 @@ import java.io.IOException; import java.util.ArrayList; import java.util.List; -import java.util.stream.Collectors; /** @@ -46,15 +45,24 @@ public class CarbonFlinkInputSplit implements InputSplit { public CarbonFlinkInputSplit(List carbonInputSplits, int splitNumber) throws IOException { this.splitNumber = splitNumber; rawSplits = new ArrayList<>(); - rawSplits.addAll(carbonInputSplits.stream().map(this::carbonSplitToRawSplit).collect(Collectors.toList())); + List list = new ArrayList<>(); + for (CarbonInputSplit carbonInputSplit : carbonInputSplits) { + byte[] bytes = carbonSplitToRawSplit(carbonInputSplit); + list.add(bytes); + } + rawSplits.addAll(list); } public List getCarbonInputSplits() throws IOException { - List carbonInputSplits = rawSplits.stream().map(this::rawSplitToCarbonSplit).collect(Collectors.toList()); + List carbonInputSplits = new ArrayList<>(); + for (byte[] rawSplit : rawSplits) { + CarbonInputSplit carbonInputSplit = rawSplitToCarbonSplit(rawSplit); + carbonInputSplits.add(carbonInputSplit); + } return carbonInputSplits; } - private byte[] carbonSplitToRawSplit(CarbonInputSplit carbonInputSplit) { + private byte[] carbonSplitToRawSplit(CarbonInputSplit carbonInputSplit) throws IOException{ ByteArrayOutputStream baos = new ByteArrayOutputStream(); DataOutputStream dos = new DataOutputStream(baos); try { @@ -62,17 +70,14 @@ private byte[] carbonSplitToRawSplit(CarbonInputSplit carbonInputSplit) { } catch (IOException e) { throw new RuntimeException(e); } finally { - try { - baos.close(); - dos.close(); - } catch (IOException e) { - throw new RuntimeException(e); - } + baos.close(); + dos.close(); } + return baos.toByteArray(); } - private CarbonInputSplit rawSplitToCarbonSplit(byte[] rawSplit) { + private CarbonInputSplit rawSplitToCarbonSplit(byte[] rawSplit) throws IOException{ ByteArrayInputStream bais = new ByteArrayInputStream(rawSplit); DataInputStream dis = new DataInputStream(bais); CarbonInputSplit carbonInputSplit = new CarbonInputSplit(); @@ -81,13 +86,10 @@ private CarbonInputSplit rawSplitToCarbonSplit(byte[] rawSplit) { } catch (IOException e) { throw new RuntimeException(e); } finally { - try { - bais.close(); - dis.close(); - } catch (IOException e) { - throw new RuntimeException(e); - } + bais.close(); + dis.close(); } + return carbonInputSplit; } diff --git a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbondataReader.java b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbondataReader.java index 6b009c38f8..4942980eeb 100644 --- a/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbondataReader.java +++ b/flinkx-carbondata/flinkx-carbondata-reader/src/main/java/com/dtstack/flinkx/carbondata/reader/CarbondataReader.java @@ -25,6 +25,9 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + import java.util.ArrayList; import java.util.List; import java.util.Map; @@ -37,6 +40,8 @@ */ public class CarbondataReader extends BaseDataReader { + private static Logger LOG = LoggerFactory.getLogger(CarbondataReader.class); + protected String table; protected String database; @@ -78,7 +83,7 @@ public CarbondataReader(DataTransferConfig config, StreamExecutionEnvironment en columnValue.add((String) sm.get("value")); columnName.add((String) sm.get("name")); } - System.out.println("init column finished"); + LOG.info("init column finished"); } else if (!ConstantValue.STAR_SYMBOL.equals(columns.get(0)) || columns.size() != 1) { throw new IllegalArgumentException("column argument error"); } diff --git a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml index 9b414eafd3..1f45de883a 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/pom.xml +++ b/flinkx-carbondata/flinkx-carbondata-writer/pom.xml @@ -63,8 +63,12 @@ shade.carbondatawriter.io.netty - com.google - shade.carbondatawriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbonOutputFormat.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbonOutputFormat.java index cb78b18f62..0dece097c9 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbonOutputFormat.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbonOutputFormat.java @@ -24,7 +24,6 @@ import com.dtstack.flinkx.carbondata.writer.recordwriter.RecordWriterFactory; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; -import com.dtstack.flinkx.util.DateUtil; import org.apache.carbondata.core.metadata.datatype.DataType; import org.apache.carbondata.core.metadata.schema.table.CarbonTable; import org.apache.carbondata.core.metadata.schema.table.column.ColumnSchema; @@ -215,8 +214,7 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { @Override protected void writeMultipleRecordsInternal() throws Exception { - // CAN NOT HAPPEN - throw new IllegalArgumentException("It can not happen."); + notSupportBatchWrite("CarbondataWriter"); } @Override diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbondataOutputFormatBuilder.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbondataOutputFormatBuilder.java index b621038fd4..f2ef5d821c 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbondataOutputFormatBuilder.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/CarbondataOutputFormatBuilder.java @@ -89,5 +89,7 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + notSupportBatchWrite("CarbondataWriter"); } } diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtils.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtils.java index 743acbcb23..6999225271 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtils.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtils.java @@ -58,6 +58,24 @@ public class DateTimeUtils { public static final int TO_YEAR_ZERO = TO_2001 + 7304850; + public static final int TIMESTAMP_STRING_LENGTH = 19; + + public static final String TIMESTAMP_ZERO_SUFFIX = ".0"; + + public static final int DAY_IN_YEAR_29 = 29; + public static final int DAY_IN_YEAR_31 = 31; + public static final int DAY_IN_YEAR_59 = 59; + public static final int DAY_IN_YEAR_60 = 60; + public static final int DAY_IN_YEAR_90 = 90; + public static final int DAY_IN_YEAR_120 = 120; + public static final int DAY_IN_YEAR_151 = 151; + public static final int DAY_IN_YEAR_181 = 181; + public static final int DAY_IN_YEAR_212 = 212; + public static final int DAY_IN_YEAR_243 = 243; + public static final int DAY_IN_YEAR_273 = 273; + public static final int DAY_IN_YEAR_304 = 304; + public static final int DAY_IN_YEAR_334 = 334; + public static final ThreadLocal THREAD_LOCAL_LOCAL_TIMEZONE = new ThreadLocal() { @Override public TimeZone initialValue() { @@ -91,8 +109,9 @@ public static String timestampToString(long us) { String timestampString = ts.toString(); String formatted = THREAD_LOCAL_TIMESTAMP_FORMAT.get().format(ts); - if(timestampString.length() > 19 && !".0".equals(timestampString.substring(19))) { - formatted += timestampString.substring(19); + if(timestampString.length() > TIMESTAMP_STRING_LENGTH + && !TIMESTAMP_ZERO_SUFFIX.equals(timestampString.substring(TIMESTAMP_STRING_LENGTH))) { + formatted += timestampString.substring(TIMESTAMP_STRING_LENGTH); } return formatted; } @@ -231,33 +250,33 @@ public static int getMonth(int date) { int year = tuple2.getField(0); int dayInYear = tuple2.getField(1); if (isLeapYear(year)) { - if (dayInYear == 60) { + if (dayInYear == DAY_IN_YEAR_60) { return 2; - } else if (dayInYear > 60) { + } else if (dayInYear > DAY_IN_YEAR_60) { dayInYear = dayInYear - 1; } } - if (dayInYear <= 31) { + if (dayInYear <= DAY_IN_YEAR_31) { return 1; - } else if (dayInYear <= 59) { + } else if (dayInYear <= DAY_IN_YEAR_59) { return 2; - } else if (dayInYear <= 90) { + } else if (dayInYear <= DAY_IN_YEAR_90) { return 3; - } else if (dayInYear <= 120) { + } else if (dayInYear <= DAY_IN_YEAR_120) { return 4; - } else if (dayInYear <= 151) { + } else if (dayInYear <= DAY_IN_YEAR_151) { return 5; - } else if (dayInYear <= 181) { + } else if (dayInYear <= DAY_IN_YEAR_181) { return 6; - } else if (dayInYear <= 212) { + } else if (dayInYear <= DAY_IN_YEAR_212) { return 7; - } else if (dayInYear <= 243) { + } else if (dayInYear <= DAY_IN_YEAR_243) { return 8; - } else if (dayInYear <= 273) { + } else if (dayInYear <= DAY_IN_YEAR_273) { return 9; - } else if (dayInYear <= 304) { + } else if (dayInYear <= DAY_IN_YEAR_304) { return 10; - } else if (dayInYear <= 334) { + } else if (dayInYear <= DAY_IN_YEAR_334) { return 11; } else { return 12; @@ -274,39 +293,38 @@ public static int getDayOfMonth(int date) { int year = tuple2.getField(0); int dayInYear = tuple2.getField(1); if (isLeapYear(year)) { - if (dayInYear == 60) { - return 29; - } else if (dayInYear > 60) { + if (dayInYear == DAY_IN_YEAR_60) { + return DAY_IN_YEAR_29; + } else if (dayInYear > DAY_IN_YEAR_60) { dayInYear = dayInYear - 1; } } - if (dayInYear <= 31) { + if (dayInYear <= DAY_IN_YEAR_31) { return dayInYear; - } else if (dayInYear <= 59) { - return dayInYear - 31; - } else if (dayInYear <= 90) { - return dayInYear - 59; - } else if (dayInYear <= 120) { - return dayInYear - 90; - } else if (dayInYear <= 151) { - return dayInYear - 120; - } else if (dayInYear <= 181) { - return dayInYear - 151; - } else if (dayInYear <= 212) { - return dayInYear - 181; - } else if (dayInYear <= 243) { - return dayInYear - 212; - } else if (dayInYear <= 273) { - return dayInYear - 243; - } else if (dayInYear <= 304) { - return dayInYear - 273; - } else if (dayInYear <= 334) { - return dayInYear - 304; + } else if (dayInYear <= DAY_IN_YEAR_59) { + return dayInYear - DAY_IN_YEAR_31; + } else if (dayInYear <= DAY_IN_YEAR_90) { + return dayInYear - DAY_IN_YEAR_59; + } else if (dayInYear <= DAY_IN_YEAR_120) { + return dayInYear - DAY_IN_YEAR_90; + } else if (dayInYear <= DAY_IN_YEAR_151) { + return dayInYear - DAY_IN_YEAR_120; + } else if (dayInYear <= DAY_IN_YEAR_181) { + return dayInYear - DAY_IN_YEAR_151; + } else if (dayInYear <= DAY_IN_YEAR_212) { + return dayInYear - DAY_IN_YEAR_181; + } else if (dayInYear <= DAY_IN_YEAR_243) { + return dayInYear - DAY_IN_YEAR_212; + } else if (dayInYear <= DAY_IN_YEAR_273) { + return dayInYear - DAY_IN_YEAR_243; + } else if (dayInYear <= DAY_IN_YEAR_304) { + return dayInYear - DAY_IN_YEAR_273; + } else if (dayInYear <= DAY_IN_YEAR_334) { + return dayInYear - DAY_IN_YEAR_304; } else { - return dayInYear - 334; + return dayInYear - DAY_IN_YEAR_334; } - } diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/ExternalCatalogUtils.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/ExternalCatalogUtils.java index 1b83ff80fe..dbff692bbb 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/ExternalCatalogUtils.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/ExternalCatalogUtils.java @@ -68,11 +68,4 @@ public static String escapePathName(String path) { private static boolean needsEscaping(char c) { return c >= 0 && c < charToEscape.size() && charToEscape.get(c); } - - public static void main(String[] args) { - String s = "2018-01-01 08:08:08"; - String d = escapePathName(s); - System.out.println(d); - } - } diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/AbstractRecordWriter.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/AbstractRecordWriter.java index 188601b450..63e01e580c 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/AbstractRecordWriter.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/AbstractRecordWriter.java @@ -39,11 +39,22 @@ import org.apache.commons.lang.StringUtils; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.io.NullWritable; -import org.apache.hadoop.mapreduce.*; +import org.apache.hadoop.mapreduce.RecordWriter; +import org.apache.hadoop.mapreduce.TaskAttemptContext; +import org.apache.hadoop.mapreduce.JobID; +import org.apache.hadoop.mapreduce.TaskID; +import org.apache.hadoop.mapreduce.TaskAttemptID; +import org.apache.hadoop.mapreduce.TaskType; import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl; import java.io.IOException; -import java.util.*; +import java.util.List; +import java.util.ArrayList; +import java.util.Random; +import java.util.UUID; +import java.util.Map; +import java.util.Collections; +import java.util.HashMap; /** * Abstract record writer wrapper diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/CarbonPartitionRecordWriter.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/CarbonPartitionRecordWriter.java index 3a3236ca76..b2a6b20d30 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/CarbonPartitionRecordWriter.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/CarbonPartitionRecordWriter.java @@ -21,10 +21,7 @@ import com.dtstack.flinkx.carbondata.writer.dict.CarbonTypeConverter; -import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.StringUtil; import org.apache.carbondata.core.metadata.datatype.DataType; -import org.apache.carbondata.core.metadata.datatype.DataTypes; import org.apache.carbondata.core.metadata.schema.PartitionInfo; import org.apache.carbondata.core.metadata.schema.partition.PartitionType; import org.apache.carbondata.core.metadata.schema.table.CarbonTable; diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/HivePartitionRecordWriter.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/HivePartitionRecordWriter.java index 38dc8e42e8..a74982de1b 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/HivePartitionRecordWriter.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/recordwriter/HivePartitionRecordWriter.java @@ -34,11 +34,21 @@ import org.apache.carbondata.processing.util.CarbonLoaderUtil; import org.apache.commons.lang3.StringUtils; import org.apache.hadoop.conf.Configuration; -import org.apache.hadoop.mapreduce.*; +import org.apache.hadoop.mapreduce.TaskAttemptContext; +import org.apache.hadoop.mapreduce.RecordWriter; +import org.apache.hadoop.mapreduce.JobID; +import org.apache.hadoop.mapreduce.TaskID; +import org.apache.hadoop.mapreduce.TaskAttemptID; +import org.apache.hadoop.mapreduce.TaskType; import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl; import java.io.IOException; -import java.util.*; +import java.util.List; +import java.util.Map; +import java.util.Arrays; +import java.util.HashMap; +import java.util.Random; +import java.util.UUID; import java.util.stream.Collectors; diff --git a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/IDecode.java b/flinkx-carbondata/flinkx-carbondata-writer/src/test/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtilsTest.java similarity index 73% rename from flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/IDecode.java rename to flinkx-carbondata/flinkx-carbondata-writer/src/test/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtilsTest.java index ce63e6fd15..11a8f7136e 100644 --- a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/IDecode.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/test/java/com/dtstack/flinkx/carbondata/writer/dict/DateTimeUtilsTest.java @@ -6,32 +6,29 @@ * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at - *

+ * * http://www.apache.org/licenses/LICENSE-2.0 - *

+ * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.emqx.decoder; -import java.util.Map; + +package com.dtstack.flinkx.carbondata.writer.dict; + +import org.junit.Test; /** - * Date: 2020/02/12 - * Company: www.dtstack.com - * - * @author tudou + * @author jiangbo + * @date 2020/3/27 */ -public interface IDecode { - - /** - * 消息解码 - * @param message - * @return - */ - Map decode(String message); +public class DateTimeUtilsTest { + @Test + public void testGetMonth() { + DateTimeUtils.getMonth(10); + } } diff --git a/flinkx-cassandra/flinkx-cassandra-core/pom.xml b/flinkx-cassandra/flinkx-cassandra-core/pom.xml index 6dc4304d67..86b7f12abf 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-core/pom.xml @@ -1,6 +1,6 @@ - flinkx-cassandra diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java index 072a2b0096..a5a67df83d 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java +++ b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraConfigKeys.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra; /** diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java index fa89243336..bc0e631faa 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java +++ b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java @@ -32,7 +32,6 @@ import java.math.BigDecimal; import java.math.BigInteger; import java.net.InetAddress; -import java.net.UnknownHostException; import java.nio.ByteBuffer; import java.sql.Time; import java.util.Date; @@ -222,7 +221,7 @@ private static Optional objectToBytes(T obj){ * @param pos 位置 * @param sqlType cql类型 * @param value 值 - * @throws RuntimeException 对于不支持的数据类型，抛出异常 + * @throws Exception 对于不支持的数据类型，抛出异常 */ public static void bindColumn(BoundStatement ps, int pos, DataType sqlType, Object value) throws Exception { if (value != null) { diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java b/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java index 179e420193..6d5dde5398 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java +++ b/flinkx-cassandra/flinkx-cassandra-core/src/test/java/com/dtstack/flinkx/cassandra/TestCassandraUtil.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra; import com.datastax.driver.core.*; diff --git a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml index feca24f0f9..804af7c5d6 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-reader/pom.xml @@ -1,6 +1,6 @@ - flinkx-cassandra diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java index cd8da1f553..df6dd94a03 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraConstants.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra.reader; /** diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java index f5fdbe4ae2..52f1311861 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java @@ -20,7 +20,6 @@ import com.datastax.driver.core.*; import com.dtstack.flinkx.cassandra.CassandraUtil; -import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.google.common.base.Preconditions; @@ -97,7 +96,6 @@ public Row nextRecordInternal(Row row) { Object value = CassandraUtil.getData(cqlRow, definitions.get(i).getType(), definitions.get(i).getName()); row.setField(i, value); } - LOG.info(row.toString()); return row; } @@ -108,7 +106,7 @@ protected void closeInternal() { } @Override - public InputSplit[] createInputSplitsInternal(int minNumSplits) { + protected InputSplit[] createInputSplitsInternal(int minNumSplits) { ArrayList splits = new ArrayList<>(); try { @@ -130,12 +128,12 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) { private InputSplit[] splitJob(int minNumSplits, ArrayList splits) { if(minNumSplits <= 1) { splits.add(new CassandraInputSplit()); - return splits.toArray(new CassandraInputSplit[splits.size()]); + return splits.toArray(new CassandraInputSplit[0]); } if(whereString != null && whereString.toLowerCase().contains(CassandraConstants.TOKEN)) { splits.add(new CassandraInputSplit()); - return splits.toArray(new CassandraInputSplit[splits.size()]); + return splits.toArray(new CassandraInputSplit[0]); } Session session = CassandraUtil.getSession(cassandraConfig, ""); String partitioner = session.getCluster().getMetadata().getPartitioner(); @@ -152,8 +150,7 @@ private InputSplit[] splitJob(int minNumSplits, ArrayList s } splits.add(new CassandraInputSplit(l.toString(), r.toString())); } - } - else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { + }else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { BigDecimal minToken = BigDecimal.valueOf(Long.MIN_VALUE); BigDecimal maxToken = BigDecimal.valueOf(Long.MAX_VALUE); BigDecimal step = maxToken.subtract(minToken) @@ -166,11 +163,10 @@ else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { } splits.add(new CassandraInputSplit(String.valueOf(l), String.valueOf(r))); } - } - else { + }else { splits.add(new CassandraInputSplit()); } - return splits.toArray(new CassandraInputSplit[splits.size()]); + return splits.toArray(new CassandraInputSplit[0]); } /** @@ -181,7 +177,7 @@ else if(partitioner.endsWith(CassandraConstants.MURMUR3_PARTITIONER)) { private String getQueryString(CassandraInputSplit inputSplit) { StringBuilder columns = new StringBuilder(); if (columnMeta == null) { - columns.append(ConstantValue.STAR_SYMBOL); + columns.append("*"); } else { for(MetaColumn column : columnMeta) { if(columns.length() > 0 ) { diff --git a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml index 565ef3ca4f..73593ae1c9 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/pom.xml +++ b/flinkx-cassandra/flinkx-cassandra-writer/pom.xml @@ -1,6 +1,6 @@ - flinkx-cassandra diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java index f16eca03ab..a280dbf059 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormat.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra.writer; import com.datastax.driver.core.*; @@ -102,7 +119,6 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { throw new WriteRecordException("类型转换失败", e.getCause(), i, row); } } - LOG.info("insertSql: {}" + boundStatement); session.execute(boundStatement); } @@ -110,12 +126,14 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { protected void writeMultipleRecordsInternal() throws Exception { if (batchSize > 1) { BoundStatement boundStatement = pstmt.bind(); - for (Row row : rows) { - for (int i = 0; i < columnMeta.size(); i++) { - Object value = row.getField(i); - CassandraUtil.bindColumn(boundStatement, i, columnTypes.get(i), value); + for (int rowIndex = 0; rowIndex < rows.size(); rowIndex++) { + for (int columnIndex = 0; columnIndex < columnMeta.size(); columnIndex++) { + Object value = rows.get(rowIndex).getField(columnIndex); + CassandraUtil.bindColumn(boundStatement, columnIndex, columnTypes.get(columnIndex), value); + } + if ((rowIndex % 1000) == 0) { + LOG.info("insertSql: {}", boundStatement); } - LOG.info("insertSql: {}" + boundStatement); if(asyncWrite) { unConfirmedWrite.add(session.executeAsync(boundStatement)); if (unConfirmedWrite.size() >= batchSize) { @@ -152,7 +170,7 @@ protected void writeMultipleRecordsInternal() throws Exception { } @Override - public void closeInternal() throws IOException { + public void closeInternal() { CassandraUtil.close(session); } } diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java index 4446f1633f..56a170811e 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraOutputFormatBuilder.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra.writer; import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; diff --git a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java index 2e2f0bbc9c..1e89082846 100644 --- a/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java +++ b/flinkx-cassandra/flinkx-cassandra-writer/src/main/java/com/dtstack/flinkx/cassandra/writer/CassandraWriter.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.cassandra.writer; import com.dtstack.flinkx.config.DataTransferConfig; @@ -13,8 +30,6 @@ import java.util.Map; import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.*; -import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.KEY_CONSITANCY_LEVEL; -import static com.dtstack.flinkx.cassandra.CassandraConfigKeys.KEY_MAX_PENDING_CONNECTION; /** * diff --git a/flinkx-cassandra/pom.xml b/flinkx-cassandra/pom.xml index d788a4bea1..917b1dc9f8 100644 --- a/flinkx-cassandra/pom.xml +++ b/flinkx-cassandra/pom.xml @@ -1,6 +1,6 @@ - flinkx-all diff --git a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java index b33160d10d..c6103d9dfa 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java +++ b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java @@ -23,6 +23,7 @@ import java.sql.Connection; import java.sql.SQLException; +import java.sql.Statement; import java.util.Properties; /** @@ -43,8 +44,10 @@ public static Connection getConnection(String url, String username, String passw for (int i = 0; i < MAX_RETRY_TIMES && failed; ++i) { try { conn = new BalancedClickhouseDataSource(url, properties).getConnection(); - conn.createStatement().execute("select 111"); - failed = false; + try (Statement statement = conn.createStatement()) { + statement.execute("select 111"); + failed = false; + } } catch (Exception e) { if (conn != null) { conn.close(); diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml index 01d798e35d..4c5ef8cf4c 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml @@ -56,6 +56,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml index 94e72635a6..8c3d65ad12 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml @@ -56,6 +56,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 223aae3824..a0bd729335 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -110,33 +110,6 @@ ${flink.version} - - junit - junit - 4.11 - test - - - - org.powermock - powermock-api-mockito - 1.7.0 - test - - - - org.powermock - powermock-module-junit4 - 1.7.0 - test - - - - org.hamcrest - hamcrest-all - 1.3 - test - org.apache.httpcomponents httpcore @@ -200,6 +173,10 @@ org.slf4j:* org.apache.httpcomponents:* io.prometheus:* + org.apache.avro:* + org.codehaus.jackson:* + com.fasterxml.jackson.core:* + commons-*:* @@ -207,6 +184,10 @@ com.google.common shade.core.com.google.common + + com.google.thirdparty + shade.core.com.google.thirdparty + org.apache.http shade.core.org.apache.http diff --git a/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java b/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java index 56fb01de1c..c3dcf4ca9e 100644 --- a/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java +++ b/flinkx-core/src/main/java/com/dtstack/flink/api/java/MyLocalStreamEnvironment.java @@ -22,7 +22,6 @@ import org.apache.flink.api.common.InvalidProgramException; import org.apache.flink.api.common.JobExecutionResult; import org.apache.flink.api.java.ExecutionEnvironment; -import org.apache.flink.configuration.ConfigConstants; import org.apache.flink.configuration.Configuration; import org.apache.flink.configuration.RestOptions; import org.apache.flink.configuration.TaskManagerOptions; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index bcac73e949..b36613bdb7 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -30,7 +30,7 @@ import com.dtstack.flinkx.writer.DataWriterFactory; import com.fasterxml.jackson.databind.ObjectMapper; import org.apache.commons.io.Charsets; -import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.api.common.JobExecutionResult; import org.apache.flink.api.common.restartstrategy.RestartStrategies; import org.apache.flink.api.common.time.Time; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java index c89f0b2274..8fde360336 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/KerberosUtil.java @@ -46,6 +46,7 @@ public class KerberosUtil { private static final String SP = "/"; private static final String KEY_SFTP_CONF = "sftpConf"; + private static final String KEY_PRINCIPAL = "principal"; private static final String KEY_REMOTE_DIR = "remoteDir"; private static final String KEY_USE_LOCAL_FILE = "useLocalFile"; public static final String KEY_PRINCIPAL_FILE = "principalFile"; @@ -89,6 +90,15 @@ public static UserGroupInformation loginAndReturnUgi(Configuration conf, String return UserGroupInformation.loginUserFromKeytabAndReturnUGI(principal, keytab); } + public static String getPrincipal(Map configMap, String keytabPath) { + String principal = MapUtils.getString(configMap, KEY_PRINCIPAL); + if (StringUtils.isEmpty(principal)) { + principal = findPrincipalFromKeytab(keytabPath); + } + + return principal; + } + private static void reloadKrb5Conf(Configuration conf){ String krb5File = conf.get(KEY_JAVA_SECURITY_KRB5_CONF); LOG.info("set krb5 file:{}", krb5File); @@ -188,7 +198,7 @@ private static String loadFromSftp(Map config, String fileName){ } } - public static String findPrincipalFromKeytab(String keytabFile) { + private static String findPrincipalFromKeytab(String keytabFile) { KeyTab keyTab = KeyTab.getInstance(keytabFile); for (KeyTabEntry entry : keyTab.getEntries()) { String principal = entry.getService().getName(); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/SftpHandler.java b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/SftpHandler.java index 90c0e127fb..dc1a70a1b4 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/SftpHandler.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/authenticate/SftpHandler.java @@ -20,13 +20,18 @@ package com.dtstack.flinkx.authenticate; import com.dtstack.flinkx.util.RetryUtil; -import com.jcraft.jsch.*; +import com.jcraft.jsch.ChannelSftp; +import com.jcraft.jsch.JSch; +import com.jcraft.jsch.Session; +import com.jcraft.jsch.SftpException; import org.apache.commons.collections.MapUtils; import org.apache.commons.lang.StringUtils; import org.slf4j.Logger; import org.slf4j.LoggerFactory; -import java.io.*; +import java.io.File; +import java.io.FileOutputStream; +import java.io.OutputStream; import java.util.Map; import java.util.Properties; import java.util.concurrent.Callable; @@ -131,21 +136,11 @@ private void downloadFile(String ftpPath, String localPath){ throw new RuntimeException("File not exist on sftp:" + ftpPath); } - OutputStream os = null; - try { - os = new FileOutputStream(new File(localPath)); + try (OutputStream os = new FileOutputStream(new File(localPath))){ channelSftp.get(ftpPath, os); + os.flush(); } catch (Exception e){ throw new RuntimeException("download file from sftp error", e); - } finally { - if(os != null){ - try { - os.flush(); - os.close(); - } catch (IOException e) { - LOG.warn("", e); - } - } } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/ClassLoaderManager.java b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/ClassLoaderManager.java index 9cb8f0220a..a6276ff42a 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/ClassLoaderManager.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/ClassLoaderManager.java @@ -25,7 +25,13 @@ import java.net.URL; import java.net.URLClassLoader; -import java.util.*; +import java.util.ArrayList; +import java.util.List; +import java.util.Map; +import java.util.Set; +import java.util.Comparator; +import java.util.HashSet; +import java.util.Arrays; import java.util.concurrent.ConcurrentHashMap; /** diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java index fd51f7e65c..efee645720 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java @@ -24,9 +24,7 @@ import java.io.File; import java.net.MalformedURLException; import java.net.URL; -import java.util.ArrayList; import java.util.HashSet; -import java.util.List; import java.util.Set; /** diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java index df46175089..087c5302bd 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java @@ -76,9 +76,9 @@ public Object getVal(String key) { Object obj = internalMap.get(key); if (obj instanceof LinkedTreeMap) { LinkedTreeMap treeMap = (LinkedTreeMap) obj; - Map newMap = new HashMap<>(treeMap.size()); - newMap.putAll(treeMap); - return newMap; + Map map = new HashMap<>(Math.max((int) (treeMap.size()/.75f) + 1, 16)); + map.putAll(treeMap); + return map; } return obj; } @@ -109,10 +109,10 @@ public int getIntVal(String key, int defaultValue) { return defaultValue; } if(ret instanceof Integer) { - return ((Integer)ret).intValue(); + return (Integer) ret; } if(ret instanceof String) { - return Integer.valueOf((String)ret).intValue(); + return Integer.parseInt((String) ret); } if(ret instanceof Long) { return ((Long)ret).intValue(); @@ -144,7 +144,7 @@ public long getLongVal(String key, long defaultValue) { return ((Integer)ret).longValue(); } if(ret instanceof String) { - return Long.valueOf((String)ret); + return Long.parseLong((String)ret); } if(ret instanceof Float) { return ((Float)ret).longValue(); @@ -176,7 +176,7 @@ public double getDoubleVal(String key, double defaultValue) { return ((Integer) ret).doubleValue(); } if (ret instanceof String) { - return Double.valueOf((String) ret); + return Double.parseDouble((String) ret); } if (ret instanceof Float) { return ((Float) ret).doubleValue(); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java index 5e58d85e5a..f3e732da0b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java @@ -90,7 +90,7 @@ private static void checkConfig(DataTransferConfig config) { Preconditions.checkNotNull(readerParameter, "Must specify parameter for reader"); - // 检查我writer配置 + // 检查writer配置 WriterConfig writerConfig = content.getWriter(); Preconditions.checkNotNull(writerConfig, "Must specify a writer element"); Preconditions.checkNotNull(writerConfig.getName(), "Must specify the writer name"); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java index 35068840ab..f83a394399 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestartConfig.java @@ -49,7 +49,7 @@ public RestartConfig(Map map) { } public static RestartConfig defaultConfig(){ - Map map = new HashMap<>(1); + Map map = new HashMap<>(16); return new RestartConfig(map); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java index c85c1bb376..ef886bf7e7 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/RestoreConfig.java @@ -18,7 +18,7 @@ package com.dtstack.flinkx.config; -import java.util.HashMap; +import java.util.Collections; import java.util.Map; /** @@ -40,8 +40,7 @@ public RestoreConfig(Map map) { } public static RestoreConfig defaultConfig(){ - Map map = new HashMap<>(1); - map.put(KEY_IS_RESTORE, false); + Map map = Collections.singletonMap(KEY_IS_RESTORE, false); return new RestoreConfig(map); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java index 2a15601654..dbcd774858 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/TestConfig.java @@ -37,7 +37,7 @@ public TestConfig(Map map) { } public static TestConfig defaultConfig(){ - Map map = new HashMap<>(1); + Map map = new HashMap<>(16); return new TestConfig(map); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index 46de3749fb..d94589fbc6 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -51,4 +51,15 @@ public class ConstantValue { public static final String SYSTEM_PROPERTIES_KEY_FILE_ENCODING = "file.encoding"; public static final String OS_WINDOWS = "windows"; + + public static final String TIME_SECOND_SUFFIX = "sss"; + public static final String TIME_MILLISECOND_SUFFIX = "SSS"; + + public static final String FILE_SUFFIX_XML = ".xml"; + + public static final int MAX_BATCH_SIZE = 200000; + + public static final long STORE_SIZE_G = 1024L * 1024 * 1024; + + public static final long STORE_SIZE_M = 1024L * 1024; } diff --git a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/PlainDecoder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java similarity index 69% rename from flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/PlainDecoder.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java index 63d92b8463..ce360c6bc0 100644 --- a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/PlainDecoder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java @@ -6,31 +6,41 @@ * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at - *

+ * * http://www.apache.org/licenses/LICENSE-2.0 - *

+ * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.emqx.decoder; -import java.util.Collections; -import java.util.Map; +package com.dtstack.flinkx.decoder; /** - * Date: 2020/02/12 - * Company: www.dtstack.com - * - * @author tudou + * @author jiangbo + * @date 2020/3/23 */ -public class PlainDecoder implements IDecode { +public enum DecodeEnum { + + /** + * json format + */ + JSON("json"), - @Override - public Map decode(final String message) { - return Collections.singletonMap("message", message); + /** + * text format + */ + PLAIN("plain"); + + private String name; + + DecodeEnum(String name) { + this.name = name; } + public String getName() { + return name; + } } diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/IDecode.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/IDecode.java similarity index 96% rename from flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/IDecode.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/IDecode.java index 0d117d3956..5b195bd668 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/IDecode.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/IDecode.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.decoder; +package com.dtstack.flinkx.decoder; import java.util.Map; diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/JsonDecoder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java similarity index 97% rename from flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/JsonDecoder.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java index 8d6fad179e..10a954e601 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/JsonDecoder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.decoder; +package com.dtstack.flinkx.decoder; import org.codehaus.jackson.map.ObjectMapper; import org.slf4j.Logger; @@ -31,12 +31,10 @@ * @author tudou */ public class JsonDecoder implements IDecode { + private static final String KEY_MESSAGE = "message"; private static Logger LOG = LoggerFactory.getLogger(JsonDecoder.class); - private static ObjectMapper objectMapper = new ObjectMapper(); - private static final String KEY_MESSAGE = "message"; - @Override @SuppressWarnings("unchecked") public Map decode(final String message) { diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/PlainDecoder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java similarity index 96% rename from flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/PlainDecoder.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java index 5a2a027369..63771cfd6e 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/decoder/PlainDecoder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.decoder; +package com.dtstack.flinkx.decoder; import java.util.Collections; import java.util.Map; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java index 475f6923d1..8de25bd051 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java @@ -33,6 +33,7 @@ public enum EDatabaseType { SQLServer, Oracle, PostgreSQL, + Greenplum, DB2, MongoDB, Redis, diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java index 1ce9844175..2c55ee3a19 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java @@ -28,7 +28,6 @@ import com.dtstack.flinkx.metrics.CustomPrometheusReporter; import com.dtstack.flinkx.reader.ByteRateLimiter; import com.dtstack.flinkx.restore.FormatState; -import org.apache.commons.lang.StringUtils; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.flink.api.common.accumulators.LongCounter; import org.apache.flink.api.common.io.DefaultInputSplitAssigner; @@ -376,14 +375,13 @@ public RestoreConfig getRestoreConfig() { return restoreConfig; } - public void setLogConfig(LogConfig logConfig) { - this.logConfig = logConfig; - } - public void setRestoreConfig(RestoreConfig restoreConfig) { this.restoreConfig = restoreConfig; } + public void setLogConfig(LogConfig logConfig) { + this.logConfig = logConfig; + } public void setTestConfig(TestConfig testConfig) { this.testConfig = testConfig; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/AccumulatorCollector.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/AccumulatorCollector.java index c701707ade..a1f67a983f 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/AccumulatorCollector.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/AccumulatorCollector.java @@ -25,7 +25,7 @@ import com.google.common.collect.Lists; import com.google.gson.Gson; import com.google.gson.internal.LinkedTreeMap; -import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.api.common.accumulators.LongCounter; import org.apache.flink.api.common.functions.RuntimeContext; import org.apache.http.impl.client.CloseableHttpClient; @@ -35,8 +35,13 @@ import org.slf4j.LoggerFactory; import java.io.InputStream; -import java.util.*; -import java.util.concurrent.*; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.concurrent.ScheduledExecutorService; +import java.util.concurrent.ScheduledThreadPoolExecutor; +import java.util.concurrent.ThreadFactory; +import java.util.concurrent.TimeUnit; /** * Regularly get statistics from the flink API @@ -247,7 +252,7 @@ private void checkErrorTimes() { } } - class ValueAccumulator{ + static class ValueAccumulator{ private long global; private LongCounter local; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java index 3735cc7c64..dfe35d84fe 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/CustomPrometheusReporter.java @@ -27,7 +27,13 @@ import org.apache.flink.api.common.accumulators.Accumulator; import org.apache.flink.api.common.functions.RuntimeContext; import org.apache.flink.configuration.Configuration; -import org.apache.flink.metrics.*; +import org.apache.flink.metrics.CharacterFilter; +import org.apache.flink.metrics.Counter; +import org.apache.flink.metrics.Gauge; +import org.apache.flink.metrics.Histogram; +import org.apache.flink.metrics.Meter; +import org.apache.flink.metrics.Metric; +import org.apache.flink.metrics.MetricGroup; import org.apache.flink.runtime.execution.Environment; import org.apache.flink.runtime.metrics.groups.AbstractMetricGroup; import org.apache.flink.runtime.metrics.groups.FrontMetricGroup; @@ -39,7 +45,14 @@ import java.io.IOException; import java.lang.reflect.Field; -import java.util.*; +import java.util.AbstractMap; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.HashMap; +import java.util.LinkedList; +import java.util.List; +import java.util.Map; import java.util.regex.Pattern; /** @@ -121,7 +134,6 @@ public void open() { if (StringUtils.isNullOrWhitespaceOnly(host) || port < 1) { return; -// throw new IllegalArgumentException("Invalid host/port configuration. Host: " + host + " Port: " + port); } if (randomSuffix) { @@ -190,6 +202,10 @@ private void notifyOfAddedMetric(final Metric metric, final String metricName, f count = collectorWithCount.getValue(); } else { collector = createCollector(metric, dimensionKeys, dimensionValues, scopedMetricName, helpString); + if (null == collector) { + return; + } + try { collector.register(defaultRegistry); } catch (Exception e) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/OptionParser.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/OptionParser.java index f5991f1f9c..c46d451f48 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/OptionParser.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/OptionParser.java @@ -100,19 +100,15 @@ public List getProgramExeArgList() throws Exception { continue; }else if(OPTION_JOB.equalsIgnoreCase(key)){ File file = new File(value.toString()); - FileInputStream in = new FileInputStream(file); - byte[] filecontent = new byte[(int) file.length()]; - in.read(filecontent); - value = new String(filecontent, Charsets.UTF_8.name()); + try (FileInputStream in = new FileInputStream(file)) { + byte[] filecontent = new byte[(int) file.length()]; + in.read(filecontent); + value = new String(filecontent, Charsets.UTF_8.name()); + } } args.add("-" + key); args.add(value.toString()); } return args; } - - private void printUsage() { - System.out.print(options.toString()); - } - } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index 0123d3f955..26a1189ecd 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -64,9 +64,9 @@ public class Options { @OptionRequired(description = "env properties") private String confProp = "{}"; - /** - * savepoint - */ + @OptionRequired(description = "json modify") + private String p = ""; + @OptionRequired(description = "savepoint path") private String s; @@ -195,4 +195,12 @@ public String getPluginLoadMode() { public void setPluginLoadMode(String pluginLoadMode) { this.pluginLoadMode = pluginLoadMode; } + + public String getP() { + return p; + } + + public void setP(String p) { + this.p = p; + } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java index 6d92035700..f9735c0ab3 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java @@ -294,11 +294,12 @@ protected void afterCloseInternal() { moveAllTemporaryDataFileToDirectory(); LOG.info("The task ran successfully,clear temporary data files"); + closeSource(); clearTemporaryDataFiles(); } + }else{ + closeSource(); } - - closeSource(); } catch(Exception ex) { throw new RuntimeException(ex); } @@ -328,11 +329,6 @@ public void tryCleanupOnError() throws Exception { } } - @Override - protected void writeMultipleRecordsInternal() throws Exception { - // CAN NOT HAPPEN - } - @Override protected boolean needWaitAfterCloseInternal() { return true; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java index 1b42017236..39ce43bc7b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java @@ -34,7 +34,7 @@ import com.dtstack.flinkx.writer.ErrorLimiter; import com.google.gson.JsonObject; import com.google.gson.JsonParser; -import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.api.common.accumulators.LongCounter; import org.apache.flink.api.common.io.CleanupWhenUnsuccessful; import org.apache.flink.configuration.Configuration; @@ -51,7 +51,9 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.writer.WriteErrorTypes.*; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_FORMAT_TRANSFORM; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_NULL_POINTER; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_PRIMARY_CONFLICT; /** * Abstract Specification for all the OutputFormat defined in flinkx plugins @@ -418,6 +420,10 @@ protected void writeMultipleRecords() throws Exception { */ protected abstract void writeMultipleRecordsInternal() throws Exception; + protected void notSupportBatchWrite(String writerName) { + throw new UnsupportedOperationException(writerName + "不支持批量写入"); + } + protected void writeRecordInternal() { try { writeMultipleRecords(); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java index 0bdcca624a..38306365f2 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormatBuilder.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.outputformat; import com.dtstack.flinkx.config.RestoreConfig; +import com.dtstack.flinkx.constants.ConstantValue; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.util.List; @@ -71,6 +72,12 @@ public void setInitAccumulatorAndDirty(boolean initAccumulatorAndDirty) { this.format.initAccumulatorAndDirty = initAccumulatorAndDirty; } + protected void notSupportBatchWrite(String writerName) { + if (this.format.getBatchInterval() > 1) { + throw new IllegalArgumentException(writerName + "不支持批量写入"); + } + } + /** * Check the value of parameters */ @@ -78,7 +85,17 @@ public void setInitAccumulatorAndDirty(boolean initAccumulatorAndDirty) { public BaseRichOutputFormat finish() { checkFormat(); + + /** + * 200000条限制的原因： + * 按照目前的使用情况以及部署配置，假设写入字段数量平均为50个，一个单slot的TaskManager内存为1G， + * 在不考虑各插件批量写入对内存特殊要求并且只考虑插件缓存这么多条数据的情况下，batchInterval为400000条时出现fullGC， + * 为了避免fullGC以及OOM，并且保证batchInterval有足够的配置空间，取最大值的一半200000。 + */ + if (this.format.getBatchInterval() > ConstantValue.MAX_BATCH_SIZE) { + throw new IllegalArgumentException("批量写入条数必须小于[200000]条"); + } + return format; } - } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/ByteRateLimiter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/ByteRateLimiter.java index f66d45b7f9..13c21f8129 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/ByteRateLimiter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/ByteRateLimiter.java @@ -25,7 +25,11 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; -import java.util.concurrent.*; +import java.math.BigDecimal; +import java.util.concurrent.ScheduledExecutorService; +import java.util.concurrent.ScheduledThreadPoolExecutor; +import java.util.concurrent.ThreadFactory; +import java.util.concurrent.TimeUnit; /** * This class is user for speed control @@ -80,11 +84,12 @@ private void updateRate(){ long thisRecords = accumulatorCollector.getLocalAccumulatorValue(Metrics.NUM_READS); long totalRecords = accumulatorCollector.getAccumulatorValue(Metrics.NUM_READS); - double thisWriteRatio = (totalRecords == 0 ? 0 : thisRecords / (double)totalRecords); + BigDecimal thisWriteRatio = BigDecimal.valueOf(totalRecords == 0 ? 0 : thisRecords / (double) totalRecords); - if (totalRecords > MIN_RECORD_NUMBER_UPDATE_RATE && totalBytes != 0 && thisWriteRatio != 0) { - double bpr = totalBytes / totalRecords; - double permitsPerSecond = expectedBytePerSecond / bpr * thisWriteRatio; + if (totalRecords > MIN_RECORD_NUMBER_UPDATE_RATE && totalBytes != 0 + && thisWriteRatio.compareTo(new BigDecimal(0)) == 0) { + double bpr = totalBytes / (double)totalRecords; + double permitsPerSecond = expectedBytePerSecond / bpr * thisWriteRatio.doubleValue(); rateLimiter.setRate(permitsPerSecond); } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java index d328115334..a7436f894f 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/MetaColumn.java @@ -20,7 +20,6 @@ import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.lang.StringUtils; import java.io.Serializable; @@ -48,6 +47,8 @@ public class MetaColumn implements Serializable { private String splitter; + private Boolean isPart; + public String getSplitter() { return splitter; } @@ -124,6 +125,7 @@ public static List getMetaColumns(List columns, boolean generateInde mc.setType(sm.get("type") != null ? String.valueOf(sm.get("type")) : null); mc.setValue(sm.get("value") != null ? String.valueOf(sm.get("value")) : null); mc.setSplitter(sm.get("splitter") != null ? String.valueOf(sm.get("splitter")) : null); + mc.setPart(sm.get("isPart") != null ? (Boolean) sm.get("isPart") : false); if(sm.get("format") != null && String.valueOf(sm.get("format")).trim().length() > 0){ mc.setTimeFormat(DateUtil.buildDateFormatter(String.valueOf(sm.get("format")))); @@ -151,6 +153,14 @@ public static List getMetaColumns(List columns, boolean generateInde return metaColumns; } + public Boolean getPart() { + return isPart; + } + + public void setPart(Boolean part) { + isPart = part; + } + public static List getMetaColumns(List columns){ return getMetaColumns(columns, true); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java index bba853e451..b073524412 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java @@ -33,7 +33,7 @@ public class ClassUtil { private static final Logger LOG = LoggerFactory.getLogger(ClassUtil.class); - public final static String LOCK_STR = "jdbc_lock_str"; + public final static Object LOCK_STR = new Object(); public static void forName(String clazz, ClassLoader classLoader) { synchronized (LOCK_STR){ diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/Clock.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/Clock.java index 62f3a7e98c..c003af9457 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/Clock.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/Clock.java @@ -46,9 +46,14 @@ static Clock system() { return SYSTEM; } + /** + * Get current time + * @return time + */ default Instant currentTime() { return Instant.ofEpochMilli(currentTimeInMillis()); } + /** * Get the current time in nanoseconds. * @return the current time in nanoseconds. diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java index 8ce417196d..a9b2ce6e53 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java @@ -21,7 +21,11 @@ import java.sql.Timestamp; import java.text.ParseException; import java.text.SimpleDateFormat; -import java.util.*; +import java.util.Calendar; +import java.util.Date; +import java.util.HashMap; +import java.util.Map; +import java.util.TimeZone; /** * Date Utilities @@ -93,7 +97,12 @@ public static java.sql.Date columnToDate(Object column,SimpleDateFormat customTi if (((String) column).length() == 0){ return null; } - return new java.sql.Date(stringToDate((String)column,customTimeFormat).getTime()); + + Date date = stringToDate((String)column, customTimeFormat); + if (null == date) { + return null; + } + return new java.sql.Date(date.getTime()); } else if (column instanceof Integer) { Integer rawData = (Integer) column; return new java.sql.Date(getMillSecond(rawData.toString())); @@ -120,7 +129,12 @@ public static java.sql.Timestamp columnToTimestamp(Object column,SimpleDateForma if (((String) column).length() == 0){ return null; } - return new java.sql.Timestamp(stringToDate((String)column,customTimeFormat).getTime()); + + Date date = stringToDate((String)column,customTimeFormat); + if (null == date) { + return null; + } + return new java.sql.Timestamp(date.getTime()); } else if (column instanceof Integer) { Integer rawData = (Integer) column; return new java.sql.Timestamp(getMillSecond(rawData.toString())); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ExceptionUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ExceptionUtil.java index cddcf1ba29..d770364db7 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ExceptionUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ExceptionUtil.java @@ -33,30 +33,19 @@ public class ExceptionUtil { private static Logger logger = LoggerFactory.getLogger(ExceptionUtil.class); public static String getErrorMessage(Throwable e) { - StringWriter stringWriter = null; - PrintWriter writer = null; - try{ - stringWriter= new StringWriter(); - writer = new PrintWriter(stringWriter); - e.printStackTrace(writer); - writer.flush(); - stringWriter.flush(); - StringBuffer buffer= stringWriter.getBuffer(); - return buffer.toString(); - }catch(Throwable ee){ - logger.error("",ee); + if (null == e) { + return null; + } - }finally { - if(writer!=null){ - writer.close(); - } - if(stringWriter!=null){ - try{ - stringWriter.close(); - }catch (Throwable ee){ - logger.error("",ee); - } - } + try (StringWriter stringWriter = new StringWriter(); + PrintWriter writer = new PrintWriter(stringWriter)) { + e.printStackTrace(writer); + writer.flush(); + stringWriter.flush(); + StringBuffer buffer = stringWriter.getBuffer(); + return buffer.toString(); + } catch (Throwable ee) { + logger.error("", ee); } return null; } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java index c545ef3d94..0e7214fb58 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java @@ -29,6 +29,7 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; +import java.io.IOException; import java.security.PrivilegedAction; import java.util.HashMap; import java.util.Map; @@ -76,7 +77,7 @@ public static void setHadoopUserName(Configuration conf){ } } - private static boolean isOpenKerberos(Map hadoopConfig){ + public static boolean isOpenKerberos(Map hadoopConfig){ if(!MapUtils.getBoolean(hadoopConfig, KEY_HADOOP_SECURITY_AUTHORIZATION, false)){ return false; } @@ -85,13 +86,7 @@ private static boolean isOpenKerberos(Map hadoopConfig){ } private static FileSystem getFsWithKerberos(Map hadoopConfig, String defaultFs) throws Exception{ - String keytabFileName = KerberosUtil.getPrincipalFileName(hadoopConfig); - - keytabFileName = KerberosUtil.loadFile(hadoopConfig, keytabFileName); - String principal = KerberosUtil.findPrincipalFromKeytab(keytabFileName); - KerberosUtil.loadKrb5Conf(hadoopConfig); - - UserGroupInformation ugi = KerberosUtil.loginAndReturnUgi(getConfiguration(hadoopConfig, defaultFs), principal, keytabFileName); + UserGroupInformation ugi = getUGI(hadoopConfig, defaultFs); UserGroupInformation.setLoginUser(ugi); return ugi.doAs(new PrivilegedAction() { @@ -106,6 +101,19 @@ public FileSystem run(){ }); } + public static UserGroupInformation getUGI(Map hadoopConfig, String defaultFs) throws IOException { + String keytabFileName = KerberosUtil.getPrincipalFileName(hadoopConfig); + + keytabFileName = KerberosUtil.loadFile(hadoopConfig, keytabFileName); + String principal = KerberosUtil.getPrincipal(hadoopConfig, keytabFileName); + KerberosUtil.loadKrb5Conf(hadoopConfig); + + UserGroupInformation ugi = KerberosUtil.loginAndReturnUgi(getConfiguration(hadoopConfig, defaultFs), principal, keytabFileName); + UserGroupInformation.setLoginUser(ugi); + + return ugi; + } + public static Configuration getConfiguration(Map confMap, String defaultFs) { confMap = fillConfig(confMap, defaultFs); @@ -134,7 +142,7 @@ public static JobConf getJobConf(Map confMap, String defaultFs){ private static Map fillConfig(Map confMap, String defaultFs) { if (confMap == null) { - confMap = new HashMap<>(8); + confMap = new HashMap<>(); } if (isHaMode(confMap)) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java new file mode 100644 index 0000000000..b94765dc4a --- /dev/null +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java @@ -0,0 +1,144 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.util; + +import com.google.gson.Gson; +import com.google.gson.GsonBuilder; +import com.google.gson.TypeAdapter; +import com.google.gson.TypeAdapterFactory; +import com.google.gson.internal.LinkedTreeMap; +import com.google.gson.internal.bind.ObjectTypeAdapter; +import com.google.gson.reflect.TypeToken; +import com.google.gson.stream.JsonReader; +import com.google.gson.stream.JsonToken; +import com.google.gson.stream.JsonWriter; + +import java.io.IOException; +import java.lang.reflect.Field; +import java.lang.reflect.Type; +import java.util.ArrayList; +import java.util.Collections; +import java.util.List; +import java.util.Map; + +/** + * Date: 2020/06/12 + * Company: www.dtstack.com + * + * Gson工具类，用于对json的序列化及反序列化，及解决int类型在map中被转换成double类型问题 + * + * @author tudou + */ +public class GsonUtil { + + public static Gson GSON = getGson(); + public static Type gsonMapTypeToken = new TypeToken>(){}.getType(); + + @SuppressWarnings("unchecked") + private static Gson getGson() { + GSON = new GsonBuilder().create(); + try { + Field factories = Gson.class.getDeclaredField("factories"); + factories.setAccessible(true); + Object o = factories.get(GSON); + Class[] declaredClasses = Collections.class.getDeclaredClasses(); + for (Class c : declaredClasses) { + if ("java.util.Collections$UnmodifiableList".equals(c.getName())) { + Field listField = c.getDeclaredField("list"); + listField.setAccessible(true); + List list = (List) listField.get(o); + int i = list.indexOf(ObjectTypeAdapter.FACTORY); + list.set(i, new TypeAdapterFactory() { + @Override + public TypeAdapter create(Gson gson, TypeToken type) { + if (type.getRawType() == Object.class) { + return new TypeAdapter() { + @Override + public Object read(JsonReader in) throws IOException { + JsonToken token = in.peek(); + //判断字符串的实际类型 + switch (token) { + case BEGIN_ARRAY: + List list = new ArrayList<>(); + in.beginArray(); + while (in.hasNext()) { + list.add(read(in)); + } + in.endArray(); + return list; + + case BEGIN_OBJECT: + Map map = new LinkedTreeMap<>(); + in.beginObject(); + while (in.hasNext()) { + map.put(in.nextName(), read(in)); + } + in.endObject(); + return map; + case STRING: + return in.nextString(); + case NUMBER: + String s = in.nextString(); + if (s.contains(".")) { + return Double.valueOf(s); + } else { + try { + return Integer.valueOf(s); + } catch (Exception e) { + return Long.valueOf(s); + } + } + case BOOLEAN: + return in.nextBoolean(); + case NULL: + in.nextNull(); + return null; + default: + throw new IllegalStateException(); + } + } + + @Override + public void write(JsonWriter out, Object value) throws IOException { + if (value == null) { + out.nullValue(); + return; + } + //noinspection unchecked + TypeAdapter typeAdapter = gson.getAdapter((Class) value.getClass()); + if (typeAdapter instanceof ObjectTypeAdapter) { + out.beginObject(); + out.endObject(); + return; + } + typeAdapter.write(out, value); + } + }; + } + return null; + } + }); + break; + } + } + } catch (Exception e) { + e.printStackTrace(); + } + return GSON; + } +} diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java new file mode 100644 index 0000000000..2e912373a7 --- /dev/null +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java @@ -0,0 +1,51 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.util; + +import org.apache.commons.lang3.StringUtils; + +import java.util.HashMap; + +/** + * @author tiezhu + */ +public class JsonModifyUtil { + + public static String JsonValueReplace(String json, HashMap parameter){ + for(String item: parameter.keySet()){ + if(json.contains("${"+item+"}")){ + json = json.replace("${"+item+"}", parameter.get(item)); + } + } + return json; + } + + /** + * 将命令行中的修改命令转化为HashMap保存 + */ + public static HashMap CommandTransform(String command) { + HashMap parameter = new HashMap<>(); + String[] split = StringUtils.split(command, ","); + for (String item : split) { + String[] temp = item.split("="); + parameter.put(temp[0], temp[1]); + } + return parameter; + } +} diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ResultPrintUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ResultPrintUtil.java index 78a328fdac..b4656af3ac 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ResultPrintUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ResultPrintUtil.java @@ -22,6 +22,8 @@ import com.google.common.collect.Lists; import org.apache.commons.lang.StringUtils; import org.apache.flink.api.common.JobExecutionResult; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; import java.util.List; @@ -31,6 +33,8 @@ */ public class ResultPrintUtil { + private static Logger LOG = LoggerFactory.getLogger(ResultPrintUtil.class); + public static void printResult(JobExecutionResult result){ List names = Lists.newArrayList(); List values = Lists.newArrayList(); @@ -56,8 +60,8 @@ public static void printResult(JobExecutionResult result){ } } - System.out.println("---------------------------------"); - System.out.println(builder.toString()); - System.out.println("---------------------------------"); + LOG.info("---------------------------------"); + LOG.info(builder.toString()); + LOG.info("---------------------------------"); } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java index 000d7a7ba2..5f8329a2e4 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java @@ -33,7 +33,7 @@ public final class RetryUtil { private static final Logger LOG = LoggerFactory.getLogger(RetryUtil.class); - private static final long MAX_SLEEP_MILLISECOND = 256 * 1000; + private static final long MAX_SLEEP_MILLISECOND = 256 * 1000L; /** * 重试次数工具方法. diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java index b276d856cd..5ae0ca309c 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java @@ -38,6 +38,8 @@ */ public class StringUtil { + public static final int STEP_SIZE = 2; + /** * Handle the escaped escape charactor. * @@ -192,14 +194,14 @@ public static String col2string(Object column, String type) { } - public static String row2string(Row row, List columnTypes, String delimiter, List columnNames) throws WriteRecordException { + public static String row2string(Row row, List columnTypes, String delimiter) throws WriteRecordException { // convert row to string - int cnt = row.getArity(); - StringBuilder sb = new StringBuilder(); + int size = row.getArity(); + StringBuilder sb = new StringBuilder(128); int i = 0; try { - for (; i < cnt; ++i) { + for (; i < size; ++i) { if (i != 0) { sb.append(delimiter); } @@ -212,9 +214,9 @@ public static String row2string(Row row, List columnTypes, String delimi sb.append(col2string(column, columnTypes.get(i))); } - } catch(Exception ex) { + } catch(Exception e) { String msg = "StringUtil.row2string error: when converting field[" + i + "] in Row(" + row + ")"; - throw new WriteRecordException(msg, ex, i, row); + throw new WriteRecordException(msg, e, i, row); } return sb.toString(); @@ -228,7 +230,7 @@ public static byte[] hexStringToByteArray(String hexString) { int length = hexString.length(); byte[] bytes = new byte[length / 2]; - for (int i = 0; i < length; i += 2) { + for (int i = 0; i < length; i += STEP_SIZE) { bytes[i / 2] = (byte) ((Character.digit(hexString.charAt(i), 16) << 4) + Character.digit(hexString.charAt(i+1), 16)); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DirtyDataManager.java b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DirtyDataManager.java index dd4ff9308a..3cc4719ea9 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DirtyDataManager.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DirtyDataManager.java @@ -34,9 +34,16 @@ import java.io.IOException; import java.nio.charset.StandardCharsets; -import java.util.*; +import java.util.ArrayList; +import java.util.Date; +import java.util.EnumSet; +import java.util.List; +import java.util.Map; +import java.util.UUID; -import static com.dtstack.flinkx.writer.WriteErrorTypes.*; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_FORMAT_TRANSFORM; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_NULL_POINTER; +import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_PRIMARY_CONFLICT; /** * The class handles dirty data management diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java index 1d2f7d9ae8..189f198a15 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java @@ -29,7 +29,8 @@ * Company: www.dtstack.com * @author huyifan.zju@163.com */ -public class ErrorLimiter { +public class +ErrorLimiter { private final Integer maxErrors; private final Double maxErrorRatio; diff --git a/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java b/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java index e331b3e672..b8ca7cdbc7 100644 --- a/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java +++ b/flinkx-core/src/main/java/org/apache/flink/streaming/api/environment/StreamExecutionEnvironment.java @@ -57,7 +57,19 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSource; import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator; -import org.apache.flink.streaming.api.functions.source.*; +import org.apache.flink.streaming.api.functions.source.ContinuousFileMonitoringFunction; +import org.apache.flink.streaming.api.functions.source.ContinuousFileReaderOperator; +import org.apache.flink.streaming.api.functions.source.FileMonitoringFunction; +import org.apache.flink.streaming.api.functions.source.FileProcessingMode; +import org.apache.flink.streaming.api.functions.source.FileReadFunction; +import org.apache.flink.streaming.api.functions.source.FromElementsFunction; +import org.apache.flink.streaming.api.functions.source.FromIteratorFunction; +import org.apache.flink.streaming.api.functions.source.FromSplittableIteratorFunction; +import org.apache.flink.streaming.api.functions.source.InputFormatSourceFunction; +import org.apache.flink.streaming.api.functions.source.ParallelSourceFunction; +import org.apache.flink.streaming.api.functions.source.SocketTextStreamFunction; +import org.apache.flink.streaming.api.functions.source.SourceFunction; +import org.apache.flink.streaming.api.functions.source.StatefulSequenceSource; import org.apache.flink.streaming.api.graph.StreamGraph; import org.apache.flink.streaming.api.graph.StreamGraphGenerator; import org.apache.flink.streaming.api.operators.StoppableStreamSource; diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ColumnTypeUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ColumnTypeUtilTest.java index 7b68e5fcc0..0210f3c05c 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ColumnTypeUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ColumnTypeUtilTest.java @@ -1,7 +1,7 @@ package com.dtstack.flinkx.util; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; /** * @author jiangbo diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/DateUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/DateUtilTest.java new file mode 100644 index 0000000000..6607984c4e --- /dev/null +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/DateUtilTest.java @@ -0,0 +1,112 @@ +package com.dtstack.flinkx.util; + +import org.junit.Assert; +import org.junit.Test; +import java.sql.Date; +import java.sql.Timestamp; +import java.text.SimpleDateFormat; + + +/** + * @author jiangbo + * @date 2020/3/18 + */ +public class DateUtilTest { + + @Test + public void testColumnToDate() { + Date result = DateUtil.columnToDate(null, null); + Assert.assertNull(result); + + result = DateUtil.columnToDate("", null); + Assert.assertNull(result); + + result = DateUtil.columnToDate("2020-03-18 10:56:00", null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(1584500160, null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(1584500160000L, null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(new Date(1584500160000L), null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(new Timestamp(1584500160000L), null); + Assert.assertEquals(result, new Date(1584500160000L)); + + result = DateUtil.columnToDate(new java.util.Date(1584500160000L), null); + Assert.assertEquals(result, new Date(1584500160000L)); + + try { + DateUtil.columnToDate(true, null); + } catch (Exception e) { + Assert.assertTrue(e instanceof IllegalArgumentException); + } + } + + @Test + public void testColumnToTimestamp() { + Timestamp result = DateUtil.columnToTimestamp(null, null); + Assert.assertNull(result); + + result = DateUtil.columnToTimestamp("", null); + Assert.assertNull(result); + + result = DateUtil.columnToTimestamp("2020-03-18 10:56:00", null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(1584500160, null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(1584500160000L, null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(new Date(1584500160000L), null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(new Timestamp(1584500160000L), null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + result = DateUtil.columnToTimestamp(new java.util.Date(1584500160000L), null); + Assert.assertEquals(result, new Timestamp(1584500160000L)); + + try { + DateUtil.columnToTimestamp(true, null); + } catch (Exception e) { + Assert.assertTrue(e instanceof IllegalArgumentException); + } + } + + @Test + public void testGetMillSecond() { + long result = DateUtil.getMillSecond("1584500160000"); + Assert.assertEquals(result, 1584500160000L); + + result = DateUtil.getMillSecond("1584500160000000"); + Assert.assertEquals(result, 1584500160000L); + + result = DateUtil.getMillSecond("1584500160000000000"); + Assert.assertEquals(result, 1584500160000L); + + long expect = 57600000; // 1970-01-02 00:00:00:000 + result = DateUtil.getMillSecond("1"); + Assert.assertEquals(result, expect); + } + + @Test + public void testStringToDate() { + java.util.Date result = DateUtil.stringToDate("", null); + Assert.assertNull(result); + + result = DateUtil.stringToDate("2020/03/18 13:26:00", new SimpleDateFormat("yyyy/MM/dd HH:mm:ss")); + Assert.assertEquals(result, new java.util.Date(1584509160000L)); + + try { + DateUtil.stringToDate("xxxx", null); + } catch (Exception e) { + Assert.assertTrue(e.getMessage().contains("can't parse date")); + } + } +} \ No newline at end of file diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ExceptionUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ExceptionUtilTest.java new file mode 100644 index 0000000000..5d988bd64d --- /dev/null +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ExceptionUtilTest.java @@ -0,0 +1,23 @@ +package com.dtstack.flinkx.util; + +import org.junit.Assert; +import org.junit.Test; + +/** + * @author jiangbo + * @date 2020/3/18 + */ +public class ExceptionUtilTest { + + @Test + public void testGetErrorMessage() { + String result = ExceptionUtil.getErrorMessage(null); + Assert.assertNull(result); + + try { + ExceptionUtil.getErrorMessage(new IllegalArgumentException("error test")); + } catch (Exception e) { + Assert.fail(e.getMessage()); + } + } +} \ No newline at end of file diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/MapUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/MapUtilTest.java index c7339dd3fa..1391e2a357 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/MapUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/MapUtilTest.java @@ -1,8 +1,8 @@ package com.dtstack.flinkx.util; import com.google.gson.internal.LinkedTreeMap; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; import java.util.HashMap; import java.util.Map; diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/Md5UtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/Md5UtilTest.java index b38fc07328..b781529383 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/Md5UtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/Md5UtilTest.java @@ -1,7 +1,7 @@ package com.dtstack.flinkx.util; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; /** * @author jiangbo diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/RowUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/RowUtilTest.java index b373be8f19..7a68496791 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/RowUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/RowUtilTest.java @@ -1,8 +1,8 @@ package com.dtstack.flinkx.util; import org.apache.flink.types.Row; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; /** * @author jiangbo diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/SnowflakeIdWorkerTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/SnowflakeIdWorkerTest.java new file mode 100644 index 0000000000..69da0176bd --- /dev/null +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/SnowflakeIdWorkerTest.java @@ -0,0 +1,28 @@ +package com.dtstack.flinkx.util; + +import org.junit.Assert; +import org.junit.Test; + +import java.util.HashSet; +import java.util.Set; + +/** + * @author jiangbo + * @date 2020/3/18 + */ +public class SnowflakeIdWorkerTest { + + SnowflakeIdWorker snowflakeIdWorker = new SnowflakeIdWorker(1L, 1L); + + @Test + public void testNextId() { + Set idSet = new HashSet<>(); + int i = 0; + while (i++ < 100) { + long result = snowflakeIdWorker.nextId(); + idSet.add(result); + } + + Assert.assertEquals(idSet.size(), 100); + } +} \ No newline at end of file diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/StringUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/StringUtilTest.java index b072f9168a..bcff236c57 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/StringUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/StringUtilTest.java @@ -1,9 +1,11 @@ package com.dtstack.flinkx.util; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; +import java.sql.Timestamp; import java.text.SimpleDateFormat; +import java.util.Date; /** * @author jiangbo @@ -66,4 +68,52 @@ public void testString2col() { result = StringUtil.string2col("xxx", "xxx", null); Assert.assertEquals(result, "xxx"); } + + @Test + public void testCol2string() { + String result = StringUtil.col2string(null, null); + Assert.assertEquals(result, ""); + + result = StringUtil.col2string("test", null); + Assert.assertEquals(result, "test"); + + result = StringUtil.col2string(Byte.valueOf("1"), "TINYINT"); + Assert.assertEquals(result, "1"); + + result = StringUtil.col2string(Short.valueOf("1"), "SMALLINT"); + Assert.assertEquals(result, "1"); + + result = StringUtil.col2string(123, "INTEGER"); + Assert.assertEquals(result, "123"); + + result = StringUtil.col2string(123L, "LONG"); + Assert.assertEquals(result, "123"); + + result = StringUtil.col2string(new Timestamp(1584510286187L), "LONG"); + Assert.assertEquals(result, "1584510286187"); + + result = StringUtil.col2string(123.123, "FLOAT"); + Assert.assertEquals(result, "123.123"); + + result = StringUtil.col2string(123.123, "DOUBLE"); + Assert.assertEquals(result, "123.123"); + + result = StringUtil.col2string(123.123, "DECIMAL"); + Assert.assertEquals(result, "123.123"); + + result = StringUtil.col2string("string", "STRING"); + Assert.assertEquals(result, "string"); + + result = StringUtil.col2string(new Timestamp(1584510286187L), "STRING"); + Assert.assertEquals(result, "2020-03-18 13:44:46"); + + result = StringUtil.col2string(true, "BOOLEAN"); + Assert.assertEquals(result, "true"); + + result = StringUtil.col2string(new Date(1584510286187L), "DATE"); + Assert.assertEquals(result, "2020-03-18"); + + result = StringUtil.col2string(new Date(1584510286187L), "DATETIME"); + Assert.assertEquals(result, "2020-03-18 13:44:46"); + } } \ No newline at end of file diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ValueUtilTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ValueUtilTest.java index d22a8853d7..75e254d9a5 100644 --- a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ValueUtilTest.java +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ValueUtilTest.java @@ -1,7 +1,7 @@ package com.dtstack.flinkx.util; -import org.testng.Assert; -import org.testng.annotations.Test; +import org.junit.Assert; +import org.junit.Test; /** * @author jiangbo @@ -9,7 +9,7 @@ */ public class ValueUtilTest { - @Test(expectedExceptions = RuntimeException.class) + @Test public void testGetInt() { Integer result = ValueUtil.getInt(null); Assert.assertNull(result); @@ -20,6 +20,10 @@ public void testGetInt() { result = ValueUtil.getInt(new Long(100)); Assert.assertEquals(result, new Integer(100)); - ValueUtil.getInt(new Object()); + try { + ValueUtil.getInt(new Object()); + } catch (Exception e) { + Assert.assertTrue(e.getMessage().contains("Unable to convert")); + } } } \ No newline at end of file diff --git a/flinkx-db2/flinkx-db2-reader/pom.xml b/flinkx-db2/flinkx-db2-reader/pom.xml index 6a6f40a2c7..483fc23905 100644 --- a/flinkx-db2/flinkx-db2-reader/pom.xml +++ b/flinkx-db2/flinkx-db2-reader/pom.xml @@ -63,8 +63,12 @@ shade.db2reader.io.netty - com.google - shade.db2reader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-db2/flinkx-db2-writer/pom.xml b/flinkx-db2/flinkx-db2-writer/pom.xml index 2ff75d22e0..b3d103b159 100644 --- a/flinkx-db2/flinkx-db2-writer/pom.xml +++ b/flinkx-db2/flinkx-db2-writer/pom.xml @@ -63,8 +63,12 @@ shade.db2writer.io.netty - com.google - shade.db2writer.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java index 3c4d2883dc..da6829b005 100644 --- a/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java +++ b/flinkx-dm/flinkx-dm-core/src/main/java/com/dtstack/flinkx/dm/DmDatabaseMeta.java @@ -47,7 +47,7 @@ protected String makeValues(List column) { public String quoteTable(String table) { table = table.replace("\"",""); String[] part = table.split("\\."); - if(part.length == 2) { + if(part.length == DB_TABLE_PART_SIZE) { table = getStartQuote() + part[0] + getEndQuote() + "." + getStartQuote() + part[1] + getEndQuote(); } else { table = getStartQuote() + table + getEndQuote(); diff --git a/flinkx-dm/flinkx-dm-reader/pom.xml b/flinkx-dm/flinkx-dm-reader/pom.xml index 15ce92929b..c2feddd9c8 100644 --- a/flinkx-dm/flinkx-dm-reader/pom.xml +++ b/flinkx-dm/flinkx-dm-reader/pom.xml @@ -63,8 +63,12 @@ shade.dmreader.io.netty - com.google - shade.dmreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java b/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java index 8a114752f1..67e70d499d 100644 --- a/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java +++ b/flinkx-dm/flinkx-dm-reader/src/main/java/com/dtstack/flinkx/dm/format/DmInputFormat.java @@ -25,8 +25,6 @@ import java.io.IOException; import java.sql.Timestamp; -import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; - /** * Date: 2020/03/18 * Company: www.dtstack.com @@ -49,7 +47,7 @@ public Row nextRecordInternal(Row row) throws IOException { || obj.getClass().getSimpleName().toUpperCase().contains("TIMESTAMP")) ) { obj = resultSet.getTimestamp(pos + 1); } - obj = clobToString(obj); + obj = DbUtil.clobToString(obj); } row.setField(pos, obj); diff --git a/flinkx-dm/flinkx-dm-writer/pom.xml b/flinkx-dm/flinkx-dm-writer/pom.xml index abe284fc04..768be50eae 100644 --- a/flinkx-dm/flinkx-dm-writer/pom.xml +++ b/flinkx-dm/flinkx-dm-writer/pom.xml @@ -63,8 +63,12 @@ shade.dmwriter.io.netty - com.google - shade.dmwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-dm/flinkx-dm-writer/src/main/java/com/dtstack/flinkx/dm/format/DmOutputFormat.java b/flinkx-dm/flinkx-dm-writer/src/main/java/com/dtstack/flinkx/dm/format/DmOutputFormat.java index c3912a218c..9612294ec8 100644 --- a/flinkx-dm/flinkx-dm-writer/src/main/java/com/dtstack/flinkx/dm/format/DmOutputFormat.java +++ b/flinkx-dm/flinkx-dm-writer/src/main/java/com/dtstack/flinkx/dm/format/DmOutputFormat.java @@ -18,11 +18,16 @@ package com.dtstack.flinkx.dm.format; import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.rdb.BaseDatabaseMeta; import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; import com.dtstack.flinkx.util.DateUtil; import org.apache.flink.types.Row; -import java.sql.*; +import java.sql.Connection; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.sql.Timestamp; import java.text.SimpleDateFormat; import java.util.ArrayList; import java.util.HashMap; @@ -61,7 +66,7 @@ protected List probeFullColumns(String table, Connection dbConn) throws String schema =null; String[] parts = table.split("\\."); - if(parts.length == 2) { + if(parts.length == BaseDatabaseMeta.DB_TABLE_PART_SIZE) { schema = parts[0].toUpperCase(); table = parts[1]; } @@ -76,25 +81,27 @@ protected List probeFullColumns(String table, Connection dbConn) throws @Override protected Map> probePrimaryKeys(String table, Connection dbConn) throws SQLException { - Map> map = new HashMap<>(); - PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL,table)); - ResultSet rs = ps.executeQuery(); + Map> map = new HashMap<>(16); - while(rs.next()) { - String indexName = rs.getString("INDEX_NAME"); - if(!map.containsKey(indexName)) { - map.put(indexName,new ArrayList<>()); + try (PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL,table)); + ResultSet rs = ps.executeQuery()) { + while(rs.next()) { + String indexName = rs.getString("INDEX_NAME"); + if(!map.containsKey(indexName)) { + map.put(indexName,new ArrayList<>()); + } + map.get(indexName).add(rs.getString("COLUMN_NAME")); } - map.get(indexName).add(rs.getString("COLUMN_NAME")); - } - Map> retMap = new HashMap<>(); - for(Map.Entry> entry: map.entrySet()) { - String k = entry.getKey(); - List v = entry.getValue(); - if(v!=null && v.size() != 0 && v.get(0) != null) { - retMap.put(k, v); + + Map> retMap = new HashMap<>(16); + for(Map.Entry> entry: map.entrySet()) { + String k = entry.getKey(); + List v = entry.getValue(); + if(v!=null && v.size() != 0 && v.get(0) != null) { + retMap.put(k, v); + } } + return retMap; } - return retMap; } } diff --git a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/JsonDecoder.java b/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/JsonDecoder.java deleted file mode 100644 index ecb26a2f3e..0000000000 --- a/flinkx-emqx/flinkx-emqx-core/src/main/java/com/dtstack/flinkx/emqx/decoder/JsonDecoder.java +++ /dev/null @@ -1,56 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.emqx.decoder; - -import org.codehaus.jackson.map.ObjectMapper; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.util.Collections; -import java.util.Map; - -/** - * Date: 2020/02/12 - * Company: www.dtstack.com - * - * @author tudou - */ -public class JsonDecoder implements IDecode { - private static Logger LOG = LoggerFactory.getLogger(JsonDecoder.class); - - private static ObjectMapper objectMapper = new ObjectMapper(); - - private static final String KEY_MESSAGE = "message"; - - @Override - @SuppressWarnings("unchecked") - public Map decode(final String message) { - try { - Map event = objectMapper.readValue(message, Map.class); - if (!event.containsKey(KEY_MESSAGE)) { - event.put(KEY_MESSAGE, message); - } - return event; - } catch (Exception e) { - LOG.error(e.getMessage()); - return Collections.singletonMap(KEY_MESSAGE, message); - } - - } - -} diff --git a/flinkx-emqx/flinkx-emqx-reader/pom.xml b/flinkx-emqx/flinkx-emqx-reader/pom.xml index 0e106143fd..205e8a9c5c 100644 --- a/flinkx-emqx/flinkx-emqx-reader/pom.xml +++ b/flinkx-emqx/flinkx-emqx-reader/pom.xml @@ -53,6 +53,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java index 5534601f51..7e92921dcc 100644 --- a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java +++ b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java @@ -17,16 +17,21 @@ */ package com.dtstack.flinkx.emqx.format; -import com.dtstack.flinkx.emqx.decoder.IDecode; -import com.dtstack.flinkx.emqx.decoder.JsonDecoder; -import com.dtstack.flinkx.emqx.decoder.PlainDecoder; +import com.dtstack.flinkx.decoder.IDecode; +import com.dtstack.flinkx.decoder.JsonDecoder; +import com.dtstack.flinkx.decoder.PlainDecoder; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import org.eclipse.paho.client.mqttv3.*; +import org.eclipse.paho.client.mqttv3.IMqttDeliveryToken; +import org.eclipse.paho.client.mqttv3.MqttCallback; +import org.eclipse.paho.client.mqttv3.MqttClient; +import org.eclipse.paho.client.mqttv3.MqttConnectOptions; +import org.eclipse.paho.client.mqttv3.MqttException; +import org.eclipse.paho.client.mqttv3.MqttMessage; import org.slf4j.Logger; import org.slf4j.LoggerFactory; diff --git a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/reader/EmqxReader.java b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/reader/EmqxReader.java index 83d70d80d1..32121eec6a 100644 --- a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/reader/EmqxReader.java +++ b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/reader/EmqxReader.java @@ -8,7 +8,13 @@ import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; -import static com.dtstack.flinkx.emqx.EmqxConfigKeys.*; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_BROKER; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_CODEC; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_IS_CLEAN_SESSION; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_QOS; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_TOPIC; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_USERNAME; /** * Date: 2020/02/12 diff --git a/flinkx-emqx/flinkx-emqx-writer/pom.xml b/flinkx-emqx/flinkx-emqx-writer/pom.xml index a6117433f5..fcf861883a 100644 --- a/flinkx-emqx/flinkx-emqx-writer/pom.xml +++ b/flinkx-emqx/flinkx-emqx-writer/pom.xml @@ -53,6 +53,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java index 79dec0f172..f1e87baba3 100644 --- a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java +++ b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java @@ -17,7 +17,7 @@ */ package com.dtstack.flinkx.emqx.format; -import com.dtstack.flinkx.emqx.decoder.JsonDecoder; +import com.dtstack.flinkx.decoder.JsonDecoder; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java index 0ba2a1a12d..52a311b76e 100644 --- a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java +++ b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java @@ -25,7 +25,12 @@ import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.types.Row; -import static com.dtstack.flinkx.emqx.EmqxConfigKeys.*; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_BROKER; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_IS_CLEAN_SESSION; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_QOS; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_TOPIC; +import static com.dtstack.flinkx.emqx.EmqxConfigKeys.KEY_USERNAME; /** * Date: 2020/02/12 diff --git a/flinkx-es/flinkx-es-reader/pom.xml b/flinkx-es/flinkx-es-reader/pom.xml index 227dc25d10..8ccef94149 100644 --- a/flinkx-es/flinkx-es-reader/pom.xml +++ b/flinkx-es/flinkx-es-reader/pom.xml @@ -53,6 +53,20 @@ + + + com.fasterxml.jackson.databind + shade.es.com.fasterxml.jackson.databind + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java index 282e2ac5f8..1c54a5e115 100644 --- a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java +++ b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java @@ -25,7 +25,11 @@ import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import org.elasticsearch.action.search.*; +import org.elasticsearch.action.search.ClearScrollRequest; +import org.elasticsearch.action.search.ClearScrollResponse; +import org.elasticsearch.action.search.SearchRequest; +import org.elasticsearch.action.search.SearchResponse; +import org.elasticsearch.action.search.SearchScrollRequest; import org.elasticsearch.client.RestHighLevelClient; import org.elasticsearch.common.unit.TimeValue; import org.elasticsearch.index.query.QueryBuilders; diff --git a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormatBuilder.java b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormatBuilder.java index 33f9e85d21..57584faeb4 100644 --- a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormatBuilder.java +++ b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormatBuilder.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.es.reader; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import java.util.List; import java.util.Map; @@ -103,5 +104,9 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + if (format.batchSize > ConstantValue.MAX_BATCH_SIZE) { + throw new IllegalArgumentException("批量读取数量不能大于[200000]条"); + } } } diff --git a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsReader.java b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsReader.java index da95c5b0ee..e57fa881a4 100644 --- a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsReader.java +++ b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsReader.java @@ -28,6 +28,8 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; import java.util.ArrayList; import java.util.HashMap; @@ -42,6 +44,8 @@ */ public class EsReader extends BaseDataReader { + private static Logger LOG = LoggerFactory.getLogger(EsReader.class); + private String address; private String username; private String password; @@ -87,7 +91,8 @@ public EsReader(DataTransferConfig config, StreamExecutionEnvironment env) { columnValue.add((String) sm.get("value")); columnName.add((String) sm.get("name")); } - System.out.println("init column finished"); + + LOG.info("init column finished"); } else if (!ConstantValue.STAR_SYMBOL.equals(columns.get(0)) || columns.size() != 1) { throw new IllegalArgumentException("column argument error"); } diff --git a/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReadDemo.java b/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReadDemo.java deleted file mode 100644 index 06e304c46a..0000000000 --- a/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReadDemo.java +++ /dev/null @@ -1,90 +0,0 @@ -package com.dtstack.flinkx.es.reader.test; - - -import com.google.gson.Gson; -import org.apache.http.HttpHost; -import org.elasticsearch.action.search.SearchRequest; -import org.elasticsearch.action.search.SearchResponse; -import org.elasticsearch.client.RestClient; -import org.elasticsearch.client.RestHighLevelClient; -import org.elasticsearch.index.query.QueryBuilder; -import org.elasticsearch.index.query.QueryBuilders; -import org.elasticsearch.search.SearchHit; -import org.elasticsearch.search.SearchHits; -import org.elasticsearch.search.aggregations.AggregationBuilder; -import org.elasticsearch.search.aggregations.AggregationBuilders; -import org.elasticsearch.search.aggregations.Aggregations; -import org.elasticsearch.search.builder.SearchSourceBuilder; -import java.io.IOException; -import java.util.HashMap; -import java.util.Map; - -import static org.elasticsearch.index.query.QueryBuilders.termQuery; - -public class EsReadDemo { - - public static void searchAll() throws IOException { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("rdos1", 9200, "http"), - new HttpHost("rdos2", 9200, "http"))); - SearchRequest searchRequest = new SearchRequest(); -// SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder(); -// searchSourceBuilder.query(QueryBuilders.matchAllQuery()); -// searchSourceBuilder().from(0); -// searchSourceBuilder().size(100); - - SearchResponse searchResponse = client.search(searchRequest); - SearchHits searchHits = searchResponse.getHits(); - - for(SearchHit searchHit : searchHits) { - Map source = searchHit.getSourceAsMap(); - System.out.println(source); - } - - - } - - public static void searchPart() throws IOException { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("rdos1", 9200, "http"), - new HttpHost("rdos2", 9200, "http"))); - SearchRequest searchRequest = new SearchRequest(); - SearchSourceBuilder sourceBuilder = new SearchSourceBuilder(); - - sourceBuilder.from(0); - sourceBuilder.size(100); - -// QueryBuilder qb2 = QueryBuilders.wrapperQuery("{\"match_all\": {}}"); - Map map = new HashMap<>(); - Map match = new HashMap<>(); - map.put("match",match); - match.put("col2", "hallo"); - Gson gson = new Gson(); - - //QueryBuilder qb2 = QueryBuilders.wrapperQuery("{\"match\": {\"col2\":\"hallo\"}}"); - QueryBuilder qb2 = QueryBuilders.wrapperQuery(gson.toJson(map)); - sourceBuilder.query(qb2); - searchRequest.source(sourceBuilder); - - SearchResponse searchResponse = client.search(searchRequest); - System.out.println(searchResponse); - SearchHits searchHits = searchResponse.getHits(); - for(SearchHit searchHit : searchHits.getHits()) { - System.out.println(searchHit.docId() + ":" + searchHit.getSourceAsMap()); - } - long total = searchHits.getTotalHits(); - System.out.println("total: " + total); - - client.close(); - } - - - public static void main(String[] args) throws IOException { - //searchAll(); - searchPart(); - //searchAll(); - } - -} diff --git a/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReaderTest.java b/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReaderTest.java deleted file mode 100644 index bf98581615..0000000000 --- a/flinkx-es/flinkx-es-reader/src/test/java/com/dtstack/flinkx/es/reader/test/EsReaderTest.java +++ /dev/null @@ -1,20 +0,0 @@ -package com.dtstack.flinkx.es.reader.test; - -import com.google.gson.Gson; - -import java.util.HashMap; -import java.util.Map; - -/** - * Created by softfly on 18/2/8. - */ -public class EsReaderTest { - public static void main(String[] args) { - Gson gson = new Gson(); - Map map = new HashMap<>(); - map.put("xxx", 111); - map.put("yyyy", "fff"); - String json = gson.toJson(map); - System.out.println(json); - } -} diff --git a/flinkx-es/flinkx-es-writer/pom.xml b/flinkx-es/flinkx-es-writer/pom.xml index 1cdfab73fb..8e3e15a822 100644 --- a/flinkx-es/flinkx-es-writer/pom.xml +++ b/flinkx-es/flinkx-es-writer/pom.xml @@ -54,6 +54,20 @@ + + + com.fasterxml.jackson.databind + shade.es.com.fasterxml.jackson.databind + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-es/flinkx-es-writer/src/test/java/com/dtstack/flinkx/es/writer/test/EsDemo.java b/flinkx-es/flinkx-es-writer/src/test/java/com/dtstack/flinkx/es/writer/test/EsDemo.java deleted file mode 100644 index 503c09fa7e..0000000000 --- a/flinkx-es/flinkx-es-writer/src/test/java/com/dtstack/flinkx/es/writer/test/EsDemo.java +++ /dev/null @@ -1,146 +0,0 @@ -package com.dtstack.flinkx.es.writer.test; - -import org.apache.http.HttpHost; -import org.elasticsearch.action.bulk.BulkRequest; -import org.elasticsearch.action.bulk.BulkResponse; -import org.elasticsearch.action.index.IndexRequest; -import org.elasticsearch.action.index.IndexResponse; -import org.elasticsearch.action.search.SearchRequest; -import org.elasticsearch.action.search.SearchResponse; -import org.elasticsearch.action.support.WriteRequest; -import org.elasticsearch.action.update.UpdateRequest; -import org.elasticsearch.action.update.UpdateResponse; -import org.elasticsearch.client.RestClient; -import org.elasticsearch.client.RestHighLevelClient; -import org.elasticsearch.common.xcontent.XContentType; -import org.elasticsearch.index.query.QueryBuilders; -import org.elasticsearch.search.builder.SearchSourceBuilder; - -import java.io.IOException; -import java.util.HashMap; -import java.util.Map; - -public class EsDemo { - - public static void test1() throws Exception { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("rdos1", 9200, "http"), - new HttpHost("rdos2", 9200, "http"))); - - IndexRequest request = new IndexRequest( - "nani222", - "doc222", - "id2"); - - String jsonString = "{" + - "\"user\":\"user2\"," + - "\"postDate\":\"2014-01-30\"," + - "\"message\":\"trying out Elasticsearch\"" + - "}"; - - - request.source(jsonString, XContentType.JSON); - IndexResponse response = client.index(request); - System.out.println(response.getResult()); - client.close(); - } - - public static void test3() throws Exception { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("study", 9200, "http"), - new HttpHost("study", 9201, "http"))); - - IndexRequest request = new IndexRequest( - "nani", - "doc"); - -// String jsonString = "{" + -// "\"user\":\"xxxx\"," + -// "\"postDate\":\"2013-01-30\"," + -// "\"message\":\"trying out Elasticsearch\"" + -// "}"; - Map jsonMap = new HashMap<>(); - jsonMap.put("xxx", "asfdasdf"); - jsonMap.put("zzz", "asdfsadf"); - request.source(jsonMap); - IndexResponse response = client.index(request); - System.out.println(response.getResult()); - client.close(); - } - - public static void test2() throws Exception { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("localhost", 9200, "http"), - new HttpHost("localhost", 9201, "http"))); - - UpdateRequest request = new UpdateRequest( - "nani250", - "doc", - "2"); - - String jsonString = "{" + - "\"user\":\"kimchy\"," + - "\"postDate\":\"2013-01-30\"," + - "\"message\":\"trying out Elasticsearch\"" + - "}"; - - request.doc(jsonString, XContentType.JSON); - UpdateResponse response = client.update(request); - System.out.println(response.getResult()); - client.close(); - } - - public static void test4() throws IOException { - - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("study", 9200, "http"), - new HttpHost("study", 9201, "http"))); - SearchRequest searchRequest = new SearchRequest(); - SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder(); - searchSourceBuilder.query(QueryBuilders.matchAllQuery()); - - SearchResponse searchResponse = client.search(searchRequest); - System.out.println(searchResponse.getTotalShards()); - } - - public static void test5() throws Exception { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("study", 9200, "http"), - new HttpHost("study", 9201, "http"))); - BulkRequest bulkRequest = new BulkRequest(); - - IndexRequest request = new IndexRequest("nani", "doc1"); - Map jsonMap = new HashMap<>(); - jsonMap.put("xxx", "8888"); - jsonMap.put("yyy", "9999"); - - bulkRequest.add(request.source(jsonMap)); - // bulkRequest.setRefreshPolicy(null); - // WriteRequest.RefreshPolicy; - - BulkResponse bulkResponse = client.bulk(bulkRequest); - - System.out.println(bulkResponse); - } - - public static void test6() throws IOException { - RestHighLevelClient client = new RestHighLevelClient( - RestClient.builder( - new HttpHost("study", 9200, "http"), - new HttpHost("study", 9201, "http"))); - SearchRequest searchRequest = new SearchRequest(); - SearchResponse resp = client.search(searchRequest); - resp.getAggregations(); - } - - public static void main(String[] args) throws Exception { - test1(); - } - - -} diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java index fc58ca41e7..afc45b081a 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java @@ -59,7 +59,7 @@ public class FtpConfig implements Serializable { public int timeout = FtpConfigConstants.DEFAULT_TIMEOUT; - public long maxFileSize = 1024 * 1024 * 1024; + public long maxFileSize = 1024 * 1024 * 1024L; public String getUsername() { return username; diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java index d201625068..4b99e46257 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java @@ -89,23 +89,14 @@ public void loginFtpServer(FtpConfig ftpConfig) { } @Override - public void logoutFtpServer() { + public void logoutFtpServer() throws IOException{ if (ftpClient.isConnected()) { try { ftpClient.logout(); - } catch (IOException e) { - LOG.error(DISCONNECT_FAIL_MESSAGE); - throw new RuntimeException(e); - }finally { + } finally { if(ftpClient.isConnected()){ - try { - ftpClient.disconnect(); - } catch (IOException e) { - LOG.error(DISCONNECT_FAIL_MESSAGE); - throw new RuntimeException(e); - } + ftpClient.disconnect(); } - } } } diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java index cc83e0343a..8c775f062d 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandlerFactory.java @@ -19,6 +19,8 @@ package com.dtstack.flinkx.ftp; +import org.apache.commons.lang3.StringUtils; + /** * @author jiangbo * @date 2019/11/21 @@ -28,8 +30,8 @@ public class FtpHandlerFactory { public static IFtpHandler createFtpHandler(String protocolStr){ IFtpHandler ftpHandler; - EProtocol protocol = EProtocol.getByName(protocolStr); - if(EProtocol.SFTP.equals(protocol)) { + Protocol protocol = Protocol.getByName(protocolStr); + if(Protocol.SFTP.equals(protocol)) { ftpHandler = new SftpHandler(); } else { ftpHandler = new FtpHandler(); @@ -37,4 +39,16 @@ public static IFtpHandler createFtpHandler(String protocolStr){ return ftpHandler; } + + enum Protocol{ + FTP, SFTP; + + public static Protocol getByName(String name) { + if (StringUtils.isEmpty(name)) { + return SFTP; + } + + return Protocol.valueOf(name.toUpperCase()); + } + } } diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java index c8da4124b1..16faf8e6d8 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.ftp; +import java.io.IOException; import java.io.InputStream; import java.io.OutputStream; import java.util.List; @@ -40,8 +41,9 @@ public interface IFtpHandler { /** * 登出服务器 + * @throws IOException logout error */ - void logoutFtpServer(); + void logoutFtpServer() throws IOException; /** * 判断给定的目录是否存在 diff --git a/flinkx-ftp/flinkx-ftp-reader/pom.xml b/flinkx-ftp/flinkx-ftp-reader/pom.xml index 1771055c60..42ae5c1123 100644 --- a/flinkx-ftp/flinkx-ftp-reader/pom.xml +++ b/flinkx-ftp/flinkx-ftp-reader/pom.xml @@ -71,6 +71,16 @@ under the License. + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java index 6f0f4471d3..3b3b62013c 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java @@ -19,7 +19,12 @@ package com.dtstack.flinkx.ftp.reader; import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.ftp.*; +import com.dtstack.flinkx.ftp.EProtocol; +import com.dtstack.flinkx.ftp.FtpConfig; +import com.dtstack.flinkx.ftp.FtpHandler; +import com.dtstack.flinkx.ftp.FtpHandlerFactory; +import com.dtstack.flinkx.ftp.IFtpHandler; +import com.dtstack.flinkx.ftp.SftpHandler; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.StringUtil; @@ -54,13 +59,7 @@ public class FtpInputFormat extends BaseRichInputFormat { public void openInputFormat() throws IOException { super.openInputFormat(); - if(EProtocol.SFTP.name().equalsIgnoreCase(ftpConfig.getProtocol())) { - ftpHandler = new SftpHandler(); - } else if(EProtocol.FTP.name().equalsIgnoreCase(ftpConfig.getProtocol())){ - ftpHandler = new FtpHandler(); - } else { - throw new RuntimeException("协议名称错误:" + ftpConfig.getProtocol()); - } + ftpHandler = FtpHandlerFactory.createFtpHandler(ftpConfig.getProtocol()); ftpHandler.loginFtpServer(ftpConfig); } @@ -157,5 +156,4 @@ public void closeInternal() throws IOException { ftpHandler.logoutFtpServer(); } } - } diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpReader.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpReader.java index 411389206d..c889b249cf 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpReader.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpReader.java @@ -21,6 +21,7 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.ftp.FtpConfig; +import com.dtstack.flinkx.ftp.FtpConfigConstants; import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.StringUtil; @@ -30,8 +31,6 @@ import java.util.List; -import static com.dtstack.flinkx.ftp.FtpConfigConstants.*; - /** * The reader plugin of Ftp * @@ -57,7 +56,7 @@ public FtpReader(DataTransferConfig config, StreamExecutionEnvironment env) { ftpConfig.setDefaultPort(); } - if(!DEFAULT_FIELD_DELIMITER.equals(ftpConfig.getFieldDelimiter())){ + if(!FtpConfigConstants.DEFAULT_FIELD_DELIMITER.equals(ftpConfig.getFieldDelimiter())){ String fieldDelimiter = StringUtil.convertRegularExpr(ftpConfig.getFieldDelimiter()); ftpConfig.setFieldDelimiter(fieldDelimiter); } diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java index a19e566fa6..34755a4109 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java @@ -20,8 +20,13 @@ import com.dtstack.flinkx.ftp.IFtpHandler; import com.dtstack.flinkx.ftp.FtpHandler; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; -import java.io.*; +import java.io.BufferedReader; +import java.io.IOException; +import java.io.InputStream; +import java.io.InputStreamReader; import java.util.Iterator; /** @@ -32,6 +37,8 @@ */ public class FtpSeqBufferedReader { + private static Logger LOG = LoggerFactory.getLogger(FtpSeqBufferedReader.class); + private IFtpHandler ftpHandler; private Iterator iter; @@ -76,7 +83,8 @@ private void nextStream() throws IOException{ br = new BufferedReader(new InputStreamReader(in, charsetName)); for (int i = 0; i < fromLine; i++) { - br.readLine(); + String skipLine = br.readLine(); + LOG.info("Skip line:{}", skipLine); } } else { br = null; diff --git a/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/FtpServerDemo.java b/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/FtpServerDemo.java deleted file mode 100644 index ed9177c3b7..0000000000 --- a/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/FtpServerDemo.java +++ /dev/null @@ -1,41 +0,0 @@ -package com.dtstack.flinkx.ftp.reader; - -import org.apache.commons.net.ftp.FTPClient; -import org.apache.commons.net.ftp.FTPFile; - -import java.io.IOException; -import java.io.InputStream; - -/** - * Created by softfly on 17/11/22. - */ -public class FtpServerDemo { - - public static void main(String[] args) throws IOException { - FTPClient ftp = new FTPClient(); - String username = "test"; - String password = "qbI#5pNd"; - ftp.connect("node02", 21); - ftp.login(username, password); - FTPFile[] ftpFiles = ftp.listFiles(); - for(FTPFile ftpFile : ftpFiles) { - System.out.println(ftpFile.getName()); - } - - - String[] xxx = ftp.listNames(); - - InputStream is1 = ftp.retrieveFileStream("hyf/ttt"); - ftp.getReply(); - InputStream is2 = ftp.retrieveFileStream("xxx"); - ftp.remoteRetrieve("/hyf/ttt"); - ftp.getReply(); - - ftp.changeWorkingDirectory("/hyf"); - System.out.println(ftp.printWorkingDirectory()); - - ftp.logout(); - - } - -} diff --git a/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/SftpServerDemo.java b/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/SftpServerDemo.java deleted file mode 100644 index 6defecb105..0000000000 --- a/flinkx-ftp/flinkx-ftp-reader/src/test/java/com/dtstack/flinkx/ftp/reader/SftpServerDemo.java +++ /dev/null @@ -1,42 +0,0 @@ -package com.dtstack.flinkx.ftp.reader; - -import com.jcraft.jsch.*; - -import java.util.Properties; -import java.util.Vector; - -/** - * Created by softfly on 17/11/23. - */ -public class SftpServerDemo { - - public static void main(String[] args) throws JSchException, SftpException { - JSch jsch = new JSch(); - - Session session = jsch.getSession("mysftp", "node02"); - session.setPassword("oh1986mygod"); - session.setPort(22); - //session.setTimeout(10); - Properties config = new Properties(); - config.put("StrictHostKeyChecking", "no"); - - session.setConfig(config); - session.connect(); - - ChannelSftp channelSftp = (ChannelSftp) session.openChannel("sftp"); // 打开SFTP通道 - channelSftp.connect(); // 建立SFTP通道的连接 - - Vector vector = channelSftp.ls("/"); - - for(int i = 0; i < vector.size(); ++i) { - ChannelSftp.LsEntry le = (ChannelSftp.LsEntry) vector.get(i); - System.out.println(le.getFilename() ); - System.out.println(le.getLongname()); - } - - - //session.disconnect(); - - } - -} diff --git a/flinkx-ftp/flinkx-ftp-writer/pom.xml b/flinkx-ftp/flinkx-ftp-writer/pom.xml index 61d8ffaede..5c5b2bb6f7 100644 --- a/flinkx-ftp/flinkx-ftp-writer/pom.xml +++ b/flinkx-ftp/flinkx-ftp-writer/pom.xml @@ -72,6 +72,16 @@ under the License. + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java index aeddb31bcb..4d66e893b1 100644 --- a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java +++ b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java @@ -19,22 +19,27 @@ package com.dtstack.flinkx.ftp.writer; import com.dtstack.flinkx.exception.WriteRecordException; -import com.dtstack.flinkx.ftp.*; +import com.dtstack.flinkx.ftp.FtpConfig; +import com.dtstack.flinkx.ftp.FtpHandlerFactory; +import com.dtstack.flinkx.ftp.IFtpHandler; import com.dtstack.flinkx.outputformat.BaseFileOutputFormat; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.StringUtil; import com.dtstack.flinkx.util.SysUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; +import java.io.BufferedWriter; import java.io.IOException; -import java.io.OutputStream; -import java.util.Arrays; +import java.io.OutputStreamWriter; +import java.io.UnsupportedEncodingException; +import java.util.Collections; import java.util.List; +import java.util.concurrent.TimeUnit; import java.util.function.Predicate; -import static com.dtstack.flinkx.ftp.FtpConfigConstants.SFTP_PROTOCOL; - /** * The OutputFormat Implementation which reads data from ftp servers. * @@ -54,21 +59,18 @@ public class FtpOutputFormat extends BaseFileOutputFormat { private transient IFtpHandler ftpHandler; - private transient OutputStream os; + private static final int FILE_NAME_PART_SIZE = 3; private static final String DOT = "."; private static final String FILE_SUFFIX = ".csv"; private static final String OVERWRITE_MODE = "overwrite"; + private transient BufferedWriter writer; @Override protected void openSource() throws IOException { - if(SFTP_PROTOCOL.equalsIgnoreCase(ftpConfig.getProtocol())) { - ftpHandler = new SftpHandler(); - } else { - ftpHandler = new FtpHandler(); - } + ftpHandler = FtpHandlerFactory.createFtpHandler(ftpConfig.getProtocol()); ftpHandler.loginFtpServer(ftpConfig); } @@ -106,7 +108,7 @@ public boolean test(String file) { } String[] splits = fileName.split("\\."); - if (splits.length == 3) { + if (splits.length == FILE_NAME_PART_SIZE) { return Integer.parseInt(splits[2]) <= fileIndex; } @@ -125,11 +127,16 @@ public boolean test(String file) { protected void nextBlock(){ super.nextBlock(); - if (os != null){ + if (writer != null){ return; } - - os = ftpHandler.getOutputStream(tmpPath + SP + currentBlockFileName); + String path = tmpPath + SP + currentBlockFileName; + try { + writer = new BufferedWriter(new OutputStreamWriter(ftpHandler.getOutputStream(path), ftpConfig.getEncoding())); + } catch (UnsupportedEncodingException e) { + LOG.error("exception when create BufferedWriter, path = {}, e = {}", path, ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException(e); + } blockIndex++; } @@ -156,29 +163,42 @@ public void moveTemporaryDataBlockFileToDirectory(){ @Override public void writeSingleRecordToFile(Row row) throws WriteRecordException { - if(os == null){ - nextBlock(); - } - - String line = StringUtil.row2string(row, columnTypes, ftpConfig.getFieldDelimiter(), columnNames); try { - byte[] bytes = line.getBytes(ftpConfig.getEncoding()); - this.os.write(bytes); - this.os.write(NEWLINE); - this.os.flush(); + if(writer == null){ + nextBlock(); + } + + String line = StringUtil.row2string(row, columnTypes, ftpConfig.getFieldDelimiter()); + this.writer.write(line); + this.writer.write(NEWLINE); if(restoreConfig.isRestore()){ lastRow = row; rowsOfCurrentBlock++; } - } catch(Exception ex) { - throw new WriteRecordException(ex.getMessage(), ex); + } catch(Exception e) { + LOG.error("error happened when write single record to file, row = {}, columnTypes = {}, e = {}", row, GsonUtil.GSON.toJson(columnTypes), ExceptionUtil.getErrorMessage(e)); + throw new WriteRecordException(e.getMessage(), e); } } @Override - protected void createFinishedTag() throws IOException { - LOG.info("Subtask [{}] finished, create dir {}", taskNumber, finishedPath); + protected void createFinishedTag() { + LOG.info("SubTask [{}] finished, create dir {}", taskNumber, finishedPath); + String path = outputFilePath + SP + FINISHED_SUBDIR; + if(taskNumber == 0){ + ftpHandler.mkDirRecursive(path); + } + final int maxRetryTime = 15; + int i = 0; + try { + while(!(ftpHandler.isDirExist(path) || i > maxRetryTime)){ + i++; + TimeUnit.MILLISECONDS.sleep(10); + } + }catch (Exception e){ + LOG.error("exception when createFinishedTag, path = {}, e = {}", path, ExceptionUtil.getErrorMessage(e)); + } ftpHandler.mkDirRecursive(finishedPath); } @@ -238,7 +258,7 @@ protected void waitForAllTasksToFinish(){ if (i == maxRetryTime) { ftpHandler.deleteAllFilesInDir(finishedPath, null); - throw new RuntimeException("timeout when gathering finish tags for each subtasks"); + throw new RuntimeException("timeout when gathering finish tags for each subTasks"); } } @@ -246,7 +266,7 @@ protected void waitForAllTasksToFinish(){ protected void coverageData(){ boolean cleanPath = restoreConfig.isRestore() && OVERWRITE_MODE.equalsIgnoreCase(ftpConfig.getWriteMode()) && !SP.equals(ftpConfig.getPath()); if(cleanPath){ - ftpHandler.deleteAllFilesInDir(ftpConfig.getPath(), Arrays.asList(tmpPath)); + ftpHandler.deleteAllFilesInDir(ftpConfig.getPath(), Collections.singletonList(tmpPath)); } } @@ -286,15 +306,15 @@ protected void moveAllTemporaryDataFileToDirectory() throws IOException { @Override protected void closeSource() throws IOException { - if (os != null){ - os.flush(); - os.close(); - os = null; + if (writer != null){ + writer.flush(); + writer.close(); + writer = null; } } @Override - protected void clearTemporaryDataFiles() throws IOException { + protected void clearTemporaryDataFiles() { ftpHandler.deleteAllFilesInDir(tmpPath, null); LOG.info("Delete .data dir:{}", tmpPath); @@ -307,6 +327,12 @@ public void flushDataInternal() throws IOException { closeSource(); } + @Override + public void closeInternal() throws IOException { + closeSource(); + super.closeInternal(); + } + @Override public float getDeviation() { return 1.0F; @@ -316,4 +342,9 @@ public float getDeviation() { protected String getExtension() { return ".csv"; } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("FtpWriter"); + } } diff --git a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormatBuilder.java b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormatBuilder.java index dee19b9e1c..dc7bcae4f9 100644 --- a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormatBuilder.java +++ b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormatBuilder.java @@ -19,9 +19,7 @@ package com.dtstack.flinkx.ftp.writer; import com.dtstack.flinkx.ftp.FtpConfig; -import com.dtstack.flinkx.ftp.FtpConfigConstants; import com.dtstack.flinkx.outputformat.FileOutputFormatBuilder; -import org.apache.commons.lang.StringUtils; import java.util.List; /** @@ -53,7 +51,7 @@ public void setFtpConfig(FtpConfig ftpConfig){ @Override protected void checkFormat() { - + notSupportBatchWrite("FtpWriter"); } } diff --git a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpWriter.java b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpWriter.java index edfb666f4a..9588e3a3c0 100644 --- a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpWriter.java +++ b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpWriter.java @@ -30,7 +30,7 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.ftp.FtpConfigConstants.*; +import static com.dtstack.flinkx.ftp.FtpConfigConstants.DEFAULT_FIELD_DELIMITER; /** * The Writer Plugin of Ftp diff --git a/flinkx-gbase/flinkx-gbase-reader/pom.xml b/flinkx-gbase/flinkx-gbase-reader/pom.xml index 3082049696..9a7903f7fc 100644 --- a/flinkx-gbase/flinkx-gbase-reader/pom.xml +++ b/flinkx-gbase/flinkx-gbase-reader/pom.xml @@ -62,8 +62,12 @@ shade.gbasereader.io.netty - com.google - shade.gbasereader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java index 7361843030..eb1b86a8a4 100644 --- a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java +++ b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.gbase.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputSplit; import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.util.ClassUtil; import org.apache.commons.lang3.StringUtils; @@ -47,7 +48,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { String startLocation = incrementConfig.getStartLocation(); if (incrementConfig.isPolling()) { - endLocationAccumulator.add(Long.parseLong(startLocation)); + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + } isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { getMaxValue(inputSplit); @@ -61,6 +64,10 @@ public void openInternal(InputSplit inputSplit) throws IOException { fetchSize = Integer.MIN_VALUE; querySql = buildQuerySql(inputSplit); + JdbcInputSplit jdbcInputSplit = (JdbcInputSplit) inputSplit; + if (null != jdbcInputSplit.getStartLocation()) { + startLocation = jdbcInputSplit.getStartLocation(); + } executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); diff --git a/flinkx-gbase/flinkx-gbase-writer/pom.xml b/flinkx-gbase/flinkx-gbase-writer/pom.xml index da6f21b4a2..d28e0af276 100644 --- a/flinkx-gbase/flinkx-gbase-writer/pom.xml +++ b/flinkx-gbase/flinkx-gbase-writer/pom.xml @@ -62,8 +62,12 @@ shade.gbasewriter.io.netty - com.google - shade.gbasewriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-greenplum/flinkx-greenplum-core/pom.xml b/flinkx-greenplum/flinkx-greenplum-core/pom.xml new file mode 100644 index 0000000000..3a79da783d --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-core/pom.xml @@ -0,0 +1,39 @@ + + + + flinkx-greenplum + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-greenplum-core + + + com.dtstack.flinkx + flinkx-postgresql-core + 1.6 + + + com.pivotal + greenplum-jdbc + 5.1.4 + + + org.postgresql + postgresql + 42.2.2 + + + + + + HandChina RDC + HandChina RDC + http://nexus.saas.hand-china.com/content/repositories/rdc/ + + + + \ No newline at end of file diff --git a/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMeta.java b/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMeta.java new file mode 100644 index 0000000000..95dcb1b887 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMeta.java @@ -0,0 +1,50 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum; + +import com.dtstack.flinkx.enums.EDatabaseType; +import com.dtstack.flinkx.postgresql.PostgresqlDatabaseMeta; + +import java.util.List; +import java.util.Map; + +/** + * The class of Greenplum database prototype + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumDatabaseMeta extends PostgresqlDatabaseMeta { + + @Override + public String getUpsertStatement(List column, String table, Map> updateKey) { + throw new UnsupportedOperationException("Greenplum not support update mode"); + } + + @Override + public EDatabaseType getDatabaseType() { + return EDatabaseType.Greenplum; + } + + @Override + public String getDriverClass() { + return "com.pivotal.jdbc.GreenplumDriver"; + } +} diff --git a/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMetaInsert.java b/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMetaInsert.java new file mode 100644 index 0000000000..cb811c6ef0 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-core/src/main/java/com/dtstack/flinkx/greenplum/GreenplumDatabaseMetaInsert.java @@ -0,0 +1,33 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum; + +/** + * when use insert mode, use org.postgresql.Driver + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumDatabaseMetaInsert extends GreenplumDatabaseMeta{ + @Override + public String getDriverClass() { + return "org.postgresql.Driver"; + } +} diff --git a/flinkx-greenplum/flinkx-greenplum-reader/pom.xml b/flinkx-greenplum/flinkx-greenplum-reader/pom.xml new file mode 100644 index 0000000000..0fb695ce58 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-reader/pom.xml @@ -0,0 +1,112 @@ + + + + flinkx-greenplum + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-greenplum-reader + + + + com.dtstack.flinkx + flinkx-greenplum-core + 1.6 + + + com.dtstack.flinkx + flinkx-postgresql-reader + 1.6 + + + com.dtstack.flinkx + flinkx-rdb-reader + 1.6 + provided + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.greenplumreader.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumInputFormat.java b/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumInputFormat.java new file mode 100644 index 0000000000..c1fba4eb0b --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumInputFormat.java @@ -0,0 +1,30 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum.format; + +import com.dtstack.flinkx.postgresql.format.PostgresqlInputFormat; + +/**Simple inheritance of PostgresqlInputFormat + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumInputFormat extends PostgresqlInputFormat { +} diff --git a/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/reader/GreenplumReader.java b/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/reader/GreenplumReader.java new file mode 100644 index 0000000000..09f547469f --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-reader/src/main/java/com/dtstack/flinkx/greenplum/reader/GreenplumReader.java @@ -0,0 +1,83 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.greenplum.format.GreenplumInputFormat; +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.dtstack.flinkx.postgresql.PostgresqlTypeConverter; +import com.dtstack.flinkx.postgresql.reader.PostgresqlQuerySqlBuilder; +import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; +import com.dtstack.flinkx.rdb.datareader.QuerySqlBuilder; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; +import com.dtstack.flinkx.greenplum.GreenplumDatabaseMeta; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +/** + * The reader plugin for Greenplum database + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumReader extends JdbcDataReader { + public GreenplumReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + setDatabaseInterface(new GreenplumDatabaseMeta()); + setTypeConverterInterface(new PostgresqlTypeConverter()); + } + + @Override + protected JdbcInputFormatBuilder getBuilder() { + return new JdbcInputFormatBuilder(new GreenplumInputFormat()); + } + + @Override + public DataStream readData() { + JdbcInputFormatBuilder builder = new JdbcInputFormatBuilder(new GreenplumInputFormat()); + builder.setDriverName(databaseInterface.getDriverClass()); + builder.setDbUrl(dbUrl); + builder.setUsername(username); + builder.setPassword(password); + builder.setBytes(bytes); + builder.setMonitorUrls(monitorUrls); + builder.setTable(table); + builder.setDatabaseInterface(databaseInterface); + builder.setTypeConverter(typeConverter); + builder.setMetaColumn(metaColumns); + builder.setFetchSize(fetchSize == 0 ? databaseInterface.getFetchSize() : fetchSize); + builder.setQueryTimeOut(queryTimeOut == 0 ? databaseInterface.getQueryTimeout() : queryTimeOut); + builder.setIncrementConfig(incrementConfig); + builder.setSplitKey(splitKey); + builder.setNumPartitions(numPartitions); + builder.setCustomSql(customSql); + builder.setRestoreConfig(restoreConfig); + builder.setHadoopConfig(hadoopConfig); + builder.setTestConfig(testConfig); + + QuerySqlBuilder sqlBuilder = new PostgresqlQuerySqlBuilder(this); + builder.setQuery(sqlBuilder.buildSql()); + + BaseRichInputFormat format = builder.finish(); + return createInput(format, (databaseInterface.getDatabaseType() + "reader").toLowerCase()); + } + +} diff --git a/flinkx-greenplum/flinkx-greenplum-writer/pom.xml b/flinkx-greenplum/flinkx-greenplum-writer/pom.xml new file mode 100644 index 0000000000..db6738d9e5 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-writer/pom.xml @@ -0,0 +1,110 @@ + + + + flinkx-greenplum + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-greenplum-writer + + + com.dtstack.flinkx + flinkx-rdb-writer + 1.6 + provided + + + com.dtstack.flinkx + flinkx-greenplum-core + 1.6 + + + com.dtstack.flinkx + flinkx-postgresql-writer + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.greenplumwriter.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumOutputFormat.java b/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumOutputFormat.java new file mode 100644 index 0000000000..a1d02138d2 --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/format/GreenplumOutputFormat.java @@ -0,0 +1,31 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum.format; + +import com.dtstack.flinkx.postgresql.format.PostgresqlOutputFormat; + +/**Simple inheritance of PostgresqlOutputFormat + * + * Date: 2020/6/4 + * Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumOutputFormat extends PostgresqlOutputFormat { +} diff --git a/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/writer/GreenplumWriter.java b/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/writer/GreenplumWriter.java new file mode 100644 index 0000000000..8d3267968b --- /dev/null +++ b/flinkx-greenplum/flinkx-greenplum-writer/src/main/java/com/dtstack/flinkx/greenplum/writer/GreenplumWriter.java @@ -0,0 +1,93 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.greenplum.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.greenplum.format.GreenplumOutputFormat; +import com.dtstack.flinkx.postgresql.PostgresqlTypeConverter; +import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; +import com.dtstack.flinkx.greenplum.GreenplumDatabaseMetaInsert; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; + +/** + * The writer plugin for Greenplum database + * + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class GreenplumWriter extends JdbcDataWriter { + + public static final String INSERT_SQL_MODE_TYPE = "copy"; + public static final String DATABASE_NAME = ";DatabaseName="; + public static final String JDBC_POSTGRESQL_PREFIX = "jdbc:postgresql"; + public static final String JDBC_GREENPLUM_PREFIX = "jdbc:pivotal:greenplum"; + + public GreenplumWriter(DataTransferConfig config) { + super(config); + //统一固定为copy模式 + insertSqlMode = INSERT_SQL_MODE_TYPE; + dbUrl = changeToPostgresqlUrl(); + setDatabaseInterface(new GreenplumDatabaseMetaInsert()); + setTypeConverterInterface(new PostgresqlTypeConverter()); + } + + String changeToPostgresqlUrl(){ + dbUrl = StringUtils.replaceOnce(dbUrl, JDBC_GREENPLUM_PREFIX, JDBC_POSTGRESQL_PREFIX); + dbUrl = StringUtils.replaceOnce(dbUrl, DATABASE_NAME, "/"); + return dbUrl; + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + GreenplumOutputFormat greenplumOutputFormat = new GreenplumOutputFormat(); + JdbcOutputFormatBuilder builder = new JdbcOutputFormatBuilder(greenplumOutputFormat); + builder.setDriverName(databaseInterface.getDriverClass()); + builder.setDbUrl(dbUrl); + builder.setUsername(username); + builder.setPassword(password); + builder.setBatchInterval(batchSize); + builder.setMonitorUrls(monitorUrls); + builder.setPreSql(preSql); + builder.setPostSql(postSql); + builder.setErrors(errors); + builder.setErrorRatio(errorRatio); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); + builder.setDatabaseInterface(databaseInterface); + builder.setMode(mode); + builder.setTable(table); + builder.setColumn(column); + builder.setFullColumn(fullColumn); + builder.setUpdateKey(updateKey); + builder.setTypeConverter(typeConverter); + builder.setRestoreConfig(restoreConfig); + builder.setInsertSqlMode(insertSqlMode); + + DataStreamSink dataStreamSink = createOutput(dataSet, builder.finish()); + String sinkName = (databaseInterface.getDatabaseType() + "writer").toLowerCase(); + dataStreamSink.name(sinkName); + return dataStreamSink; + } +} diff --git a/flinkx-greenplum/pom.xml b/flinkx-greenplum/pom.xml new file mode 100644 index 0000000000..5c3fb85de9 --- /dev/null +++ b/flinkx-greenplum/pom.xml @@ -0,0 +1,36 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-greenplum + pom + + flinkx-greenplum-reader + flinkx-greenplum-core + flinkx-greenplum-writer + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + com.dtstack.flinkx + flinkx-rdb-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java index d83d83b3ee..d7f0d61ba6 100644 --- a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java +++ b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java @@ -44,7 +44,7 @@ public class HbaseConfigConstants { public static final String DEFAULT_NULL_MODE = "skip"; - public static final long DEFAULT_WRITE_BUFFER_SIZE = 8 * 1024 * 1024; + public static final long DEFAULT_WRITE_BUFFER_SIZE = 8 * 1024 * 1024L; public static final boolean DEFAULT_WAL_FLAG = false; diff --git a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java index 0bce2c0c69..3c88f828f5 100644 --- a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java +++ b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseHelper.java @@ -27,15 +27,17 @@ import org.apache.hadoop.hbase.HBaseConfiguration; import org.apache.hadoop.hbase.HConstants; import org.apache.hadoop.hbase.TableName; -import org.apache.hadoop.hbase.client.*; +import org.apache.hadoop.hbase.client.Admin; +import org.apache.hadoop.hbase.client.BufferedMutator; +import org.apache.hadoop.hbase.client.Connection; +import org.apache.hadoop.hbase.client.ConnectionFactory; +import org.apache.hadoop.hbase.client.RegionLocator; import org.apache.hadoop.hbase.util.Bytes; import org.apache.hadoop.security.UserGroupInformation; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.IOException; import java.security.PrivilegedAction; -import java.util.Arrays; -import java.util.List; import java.util.Map; /** @@ -51,21 +53,9 @@ public class HbaseHelper { private final static String AUTHENTICATION_TYPE = "Kerberos"; private final static String KEY_HBASE_SECURITY_AUTHENTICATION = "hbase.security.authentication"; private final static String KEY_HBASE_SECURITY_AUTHORIZATION = "hbase.security.authorization"; - private final static String KEY_HBASE_MASTER_KERBEROS_PRINCIPAL = "hbase.master.kerberos.principal"; - private final static String KEY_HBASE_MASTER_KEYTAB_FILE = "hbase.master.keytab.file"; - private final static String KEY_HBASE_REGIONSERVER_KEYTAB_FILE = "hbase.regionserver.keytab.file"; - private final static String KEY_HBASE_REGIONSERVER_KERBEROS_PRINCIPAL = "hbase.regionserver.kerberos.principal"; - - private static List KEYS_KERBEROS_REQUIRED = Arrays.asList( - KEY_HBASE_SECURITY_AUTHENTICATION, - KEY_HBASE_MASTER_KERBEROS_PRINCIPAL, - KEY_HBASE_MASTER_KEYTAB_FILE, - KEY_HBASE_REGIONSERVER_KEYTAB_FILE, - KEY_HBASE_REGIONSERVER_KERBEROS_PRINCIPAL - ); public static org.apache.hadoop.hbase.client.Connection getHbaseConnection(Map hbaseConfigMap) { - Validate.isTrue(hbaseConfigMap != null && hbaseConfigMap.size() !=0, "hbaseConfig不能为空Map结构!"); + Validate.isTrue(MapUtils.isEmpty(hbaseConfigMap), "hbaseConfig不能为空Map结构!"); if(openKerberos(hbaseConfigMap)){ return getConnectionWithKerberos(hbaseConfigMap); @@ -81,43 +71,43 @@ public static org.apache.hadoop.hbase.client.Connection getHbaseConnection(Map hbaseConfigMap){ - for (String key : KEYS_KERBEROS_REQUIRED) { - if(StringUtils.isEmpty(MapUtils.getString(hbaseConfigMap, key))){ - throw new IllegalArgumentException(String.format("Must provide [%s] when authentication is Kerberos", key)); - } + try { + UserGroupInformation ugi = getUgi(hbaseConfigMap); + return ugi.doAs(new PrivilegedAction() { + @Override + public Connection run() { + try { + Configuration hConfiguration = getConfig(hbaseConfigMap); + return ConnectionFactory.createConnection(hConfiguration); + } catch (IOException e) { + LOG.error("Get connection fail with config:{}", hbaseConfigMap); + throw new RuntimeException(e); + } + } + }); + } catch (Exception e){ + throw new RuntimeException("Login kerberos error", e); } + } + public static UserGroupInformation getUgi(Map hbaseConfigMap) throws IOException{ String keytabFileName = KerberosUtil.getPrincipalFileName(hbaseConfigMap); keytabFileName = KerberosUtil.loadFile(hbaseConfigMap, keytabFileName); - String principal = KerberosUtil.findPrincipalFromKeytab(keytabFileName); + String principal = KerberosUtil.getPrincipal(hbaseConfigMap, keytabFileName); KerberosUtil.loadKrb5Conf(hbaseConfigMap); Configuration conf = FileSystemUtil.getConfiguration(hbaseConfigMap, null); - UserGroupInformation ugi; - try { - ugi = KerberosUtil.loginAndReturnUgi(conf, principal, keytabFileName); - } catch (Exception e){ - throw new RuntimeException("Login kerberos error", e); - } - - return ugi.doAs(new PrivilegedAction() { - @Override - public Connection run() { - try { - Configuration hConfiguration = getConfig(hbaseConfigMap); - return ConnectionFactory.createConnection(hConfiguration); - } catch (IOException e) { - LOG.error("Get connection fail with config:{}", hbaseConfigMap); - throw new RuntimeException(e); - } - } - }); + return KerberosUtil.loginAndReturnUgi(conf, principal, keytabFileName); } public static Configuration getConfig(Map hbaseConfigMap){ Configuration hConfiguration = HBaseConfiguration.create(); + if (MapUtils.isEmpty(hbaseConfigMap)) { + return hConfiguration; + } + for (Map.Entry entry : hbaseConfigMap.entrySet()) { if(entry.getValue() != null && !(entry.getValue() instanceof Map)){ hConfiguration.set(entry.getKey(), entry.getValue().toString()); diff --git a/flinkx-hbase/flinkx-hbase-core/src/test/java/com/dtstack/flinkx/hbase/test/HbaseHelperTest.java b/flinkx-hbase/flinkx-hbase-core/src/test/java/com/dtstack/flinkx/hbase/test/HbaseHelperTest.java deleted file mode 100644 index c1a67b5750..0000000000 --- a/flinkx-hbase/flinkx-hbase-core/src/test/java/com/dtstack/flinkx/hbase/test/HbaseHelperTest.java +++ /dev/null @@ -1,75 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.hbase.test; - -import com.dtstack.flinkx.hbase.HbaseHelper; -import org.apache.hadoop.hbase.TableName; -import org.apache.hadoop.hbase.client.*; - -import java.util.HashMap; -import java.util.Map; - -/** - * @author jiangbo - * @date 2019/8/29 - */ -public class HbaseHelperTest { - - public static void main(String[] args) throws Exception{ - Map sftpConf = new HashMap<>(); - sftpConf.put("host", "172.16.10.79"); - sftpConf.put("port", "22"); - sftpConf.put("username", "root"); - sftpConf.put("password", "abc123"); - - Map hbaseConfig = new HashMap<>(); - hbaseConfig.put("hbase.security.authorization", "true"); - hbaseConfig.put("hbase.security.authentication", "kerberos"); - hbaseConfig.put("hbase.master.kerberos.principal", "hbase/cdh01@HADOOP.COM"); - hbaseConfig.put("hbase.master.keytab.file", "D:\\cdh_cluster\\cdh2\\hbase.keytab"); - hbaseConfig.put("hbase.regionserver.kerberos.principal", "hbase/cdh01@HADOOP.COM"); - hbaseConfig.put("hbase.regionserver.keytab.file", "D:\\cdh_cluster\\cdh2\\hbase.keytab"); - hbaseConfig.put("java.security.krb5.conf", "D:\\cdh_cluster\\cdh2\\krb5.conf"); - hbaseConfig.put("useLocalFile", "true"); -// hbaseConfig.put("sftpConf", sftpConf); -// hbaseConfig.put("remoteDir", "/home/sftp/keytab/jiangbo"); - -// hbaseConfig.put("hbase.zookeeper.quorum", "cdh01:2181,cdh02:2181,cdh03:2181"); - hbaseConfig.put("hbase.zookeeper.quorum", "172.16.10.201:2181"); - hbaseConfig.put("hbase.rpc.timeout", "60000"); - hbaseConfig.put("ipc.socket.timeout", "20000"); - hbaseConfig.put("hbase.client.retries.number", "3"); - hbaseConfig.put("hbase.client.pause", "100"); - hbaseConfig.put("zookeeper.recovery.retry", "3"); - - Connection connection = HbaseHelper.getHbaseConnection(hbaseConfig); - Table table = connection.getTable(TableName.valueOf("tb1")); - - ResultScanner rs = table.getScanner(new Scan()); - Result result = rs.next(); - if(result != null){ - System.out.println(result.getRow()); - } - - HbaseHelper.getRegionLocator(connection, "tb1"); - - connection.close(); - } -} diff --git a/flinkx-hbase/flinkx-hbase-reader/pom.xml b/flinkx-hbase/flinkx-hbase-reader/pom.xml index f77a9613ca..5cdc499262 100644 --- a/flinkx-hbase/flinkx-hbase-reader/pom.xml +++ b/flinkx-hbase/flinkx-hbase-reader/pom.xml @@ -65,6 +65,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java index 495a89c4e6..f17383ca87 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java @@ -29,16 +29,24 @@ import org.apache.flink.types.Row; import org.apache.hadoop.hbase.HConstants; import org.apache.hadoop.hbase.TableName; -import org.apache.hadoop.hbase.client.*; +import org.apache.hadoop.hbase.client.Connection; +import org.apache.hadoop.hbase.client.RegionLocator; +import org.apache.hadoop.hbase.client.Result; +import org.apache.hadoop.hbase.client.ResultScanner; +import org.apache.hadoop.hbase.client.Scan; +import org.apache.hadoop.hbase.client.Table; import org.apache.hadoop.hbase.util.Bytes; import org.apache.hadoop.hbase.util.Pair; import java.io.IOException; import java.math.BigDecimal; import java.nio.charset.StandardCharsets; +import java.security.PrivilegedAction; import java.util.ArrayList; import java.util.List; import java.util.Map; +import com.google.common.collect.Maps; +import org.apache.hadoop.security.UserGroupInformation; /** @@ -87,7 +95,17 @@ public void openInputFormat() throws IOException { @Override public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { try (Connection connection = HbaseHelper.getHbaseConnection(hbaseConfig)) { - return split(connection, tableName, startRowkey, endRowkey, isBinaryRowkey); + if(HbaseHelper.openKerberos(hbaseConfig)) { + UserGroupInformation ugi = HbaseHelper.getUgi(hbaseConfig); + return ugi.doAs(new PrivilegedAction() { + @Override + public HbaseInputSplit[] run() { + return split(connection, tableName, startRowkey, endRowkey, isBinaryRowkey); + } + }); + } else { + return split(connection, tableName, startRowkey, endRowkey, isBinaryRowkey); + } } } @@ -132,9 +150,10 @@ private List doSplit(byte[] startRowkeyByte, // 当前的region为最后一个region // 如果最后一个region的start Key大于用户指定的userEndKey,则最后一个region，应该不包含在内 // 注意如果用户指定userEndKey为"",则此判断应该不成立。userEndKey为""表示取得最大的region - if (Bytes.compareTo(regionEndKey, HConstants.EMPTY_BYTE_ARRAY) == 0 + boolean isSkip = Bytes.compareTo(regionEndKey, HConstants.EMPTY_BYTE_ARRAY) == 0 && (endRowkeyByte.length != 0 && (Bytes.compareTo( - regionStartKey, endRowkeyByte) > 0))) { + regionStartKey, endRowkeyByte) > 0)); + if (isSkip) { continue; } diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java index 04c5150990..b1d4186132 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java @@ -26,6 +26,8 @@ import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; import java.util.ArrayList; import java.util.List; @@ -39,6 +41,8 @@ */ public class HbaseReader extends BaseDataReader { + private static Logger LOG = LoggerFactory.getLogger(HbaseReader.class); + protected List columnName; protected List columnType; protected List columnValue; @@ -82,7 +86,8 @@ public HbaseReader(DataTransferConfig config, StreamExecutionEnvironment env) { columnValue.add((String) sm.get("value")); columnFormat.add((String) sm.get("format")); } - System.out.println("init column finished"); + + LOG.info("init column finished"); } else{ throw new IllegalArgumentException("column argument error"); } diff --git a/flinkx-hbase/flinkx-hbase-reader/src/test/java/com/dtstack/flinkx/hbase/reader/HbaseSplitDemo.java b/flinkx-hbase/flinkx-hbase-reader/src/test/java/com/dtstack/flinkx/hbase/reader/HbaseSplitDemo.java deleted file mode 100644 index 47f153621b..0000000000 --- a/flinkx-hbase/flinkx-hbase-reader/src/test/java/com/dtstack/flinkx/hbase/reader/HbaseSplitDemo.java +++ /dev/null @@ -1,34 +0,0 @@ -package com.dtstack.flinkx.hbase.reader; - -import org.apache.hadoop.hbase.HBaseConfiguration; -import org.apache.hadoop.hbase.TableName; -import org.apache.hadoop.hbase.client.Connection; -import org.apache.hadoop.hbase.client.ConnectionFactory; -import org.apache.hadoop.hbase.client.RegionLocator; -import java.io.IOException; - -/** - * Created by softfly on 17/7/25. - */ -public class HbaseSplitDemo { - - private static void split() { - - } - - public static void main(String[] args) throws IOException { - - org.apache.hadoop.conf.Configuration conf = HBaseConfiguration.create(); - conf.set("hbase.zookeeper.property.clientPort", "2181"); - conf.set("hbase.zookeeper.quorum", "172.16.1.151" ); - conf.set("zookeeper.znode.parent", "/hbase2"); - - Connection conn = ConnectionFactory.createConnection(conf); - //Table table = conn.getTable(TableName.valueOf("tb2")); - - RegionLocator regionLocator = conn.getRegionLocator(TableName.valueOf("tb2")); - regionLocator.getStartEndKeys(); - - } - -} diff --git a/flinkx-hbase/flinkx-hbase-writer/pom.xml b/flinkx-hbase/flinkx-hbase-writer/pom.xml index d406061b54..d5dd35eba4 100644 --- a/flinkx-hbase/flinkx-hbase-writer/pom.xml +++ b/flinkx-hbase/flinkx-hbase-writer/pom.xml @@ -54,6 +54,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormat.java b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormat.java index a3e75a9caa..d4db300d08 100644 --- a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormat.java +++ b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormat.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.hbase.writer; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.enums.ColumnType; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.hbase.HbaseHelper; @@ -27,6 +28,7 @@ import com.dtstack.flinkx.util.DateUtil; import com.google.common.collect.Lists; import com.google.common.collect.Maps; +import org.apache.commons.lang.StringUtils; import org.apache.commons.lang3.Validate; import org.apache.flink.configuration.Configuration; import org.apache.flink.types.Row; @@ -34,10 +36,12 @@ import org.apache.hadoop.hbase.TableName; import org.apache.hadoop.hbase.client.*; import org.apache.hadoop.hbase.util.Bytes; +import org.apache.hadoop.security.UserGroupInformation; import java.io.IOException; import java.nio.charset.Charset; import java.nio.charset.StandardCharsets; +import java.security.PrivilegedAction; import java.sql.Timestamp; import java.text.ParseException; import java.text.SimpleDateFormat; @@ -93,8 +97,40 @@ public class HbaseOutputFormat extends BaseRichOutputFormat { private transient ThreadLocal timeMillisecondFormatThreadLocal; + private boolean openKerberos = false; + @Override public void configure(Configuration parameters) { + } + + @Override + public void openInternal(int taskNumber, int numTasks) throws IOException { + openKerberos = HbaseHelper.openKerberos(hbaseConfig); + if (openKerberos) { + sleepRandomTime(); + + UserGroupInformation ugi = HbaseHelper.getUgi(hbaseConfig); + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + openConnection(); + return null; + } + }); + } else { + openConnection(); + } + } + + private void sleepRandomTime() { + try { + Thread.sleep(5000L + (long)(10000 * Math.random())); + } catch (Exception exception) { + LOG.warn("", exception); + } + } + + public void openConnection() { LOG.info("HbaseOutputFormat configure start"); nameMaps = Maps.newConcurrentMap(); nameByteMaps = Maps.newConcurrentMap(); @@ -103,9 +139,9 @@ public void configure(Configuration parameters) { Validate.isTrue(hbaseConfig != null && hbaseConfig.size() !=0, "hbaseConfig不能为空Map结构!"); try { - connection = HbaseHelper.getHbaseConnection(hbaseConfig); - org.apache.hadoop.conf.Configuration hConfiguration = HbaseHelper.getConfig(hbaseConfig); + connection = ConnectionFactory.createConnection(hConfiguration); + bufferedMutator = connection.getBufferedMutator( new BufferedMutatorParams(TableName.valueOf(tableName)) .pool(HTable.getDefaultExecutor(hConfiguration)) @@ -129,11 +165,6 @@ public void configure(Configuration parameters) { LOG.info("HbaseOutputFormat configure end"); } - @Override - public void openInternal(int taskNumber, int numTasks) throws IOException { - - } - @Override public void writeSingleRecordInternal(Row record) throws WriteRecordException { int i = 0; @@ -159,17 +190,19 @@ public void writeSingleRecordInternal(Row record) throws WriteRecordException { String name = columnNames.get(i); String[] cfAndQualifier = nameMaps.get(name); byte[][] cfAndQualifierBytes = nameByteMaps.get(name); - if(cfAndQualifier == null || cfAndQualifierBytes==null){ - String promptInfo = "Hbasewriter 中，column 的列配置格式应该是：列族:列名. 您配置的列错误：" + name; + if(cfAndQualifier == null || cfAndQualifierBytes == null){ cfAndQualifier = name.split(":"); - Validate.isTrue(cfAndQualifier != null && cfAndQualifier.length == 2 - && org.apache.commons.lang3.StringUtils.isNotBlank(cfAndQualifier[0]) - && org.apache.commons.lang3.StringUtils.isNotBlank(cfAndQualifier[1]), promptInfo); - nameMaps.put(name,cfAndQualifier); - cfAndQualifierBytes = new byte[2][]; - cfAndQualifierBytes[0] = Bytes.toBytes(cfAndQualifier[0]); - cfAndQualifierBytes[1] = Bytes.toBytes(cfAndQualifier[1]); - nameByteMaps.put(name,cfAndQualifierBytes); + if(cfAndQualifier.length == 2 + && StringUtils.isNotBlank(cfAndQualifier[0]) + && StringUtils.isNotBlank(cfAndQualifier[1])){ + nameMaps.put(name,cfAndQualifier); + cfAndQualifierBytes = new byte[2][]; + cfAndQualifierBytes[0] = Bytes.toBytes(cfAndQualifier[0]); + cfAndQualifierBytes[1] = Bytes.toBytes(cfAndQualifier[1]); + nameByteMaps.put(name,cfAndQualifierBytes); + } else { + throw new IllegalArgumentException("Hbasewriter 中，column 的列配置格式应该是：列族:列名. 您配置的列错误：" + name); + } } ColumnType columnType = ColumnType.getType(type); @@ -180,8 +213,6 @@ public void writeSingleRecordInternal(Row record) throws WriteRecordException { cfAndQualifierBytes[0], cfAndQualifierBytes[1], columnBytes); - }else{ - continue; } } @@ -195,20 +226,21 @@ public void writeSingleRecordInternal(Row record) throws WriteRecordException { } private SimpleDateFormat getSimpleDateFormat(String sign){ - SimpleDateFormat format = null; - if("sss".equalsIgnoreCase(sign)){ + SimpleDateFormat format; + if(ConstantValue.TIME_SECOND_SUFFIX.equals(sign)){ format = timeSecondFormatThreadLocal.get(); if(format == null){ format = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); timeSecondFormatThreadLocal.set(format); } - }else if("SSS".equalsIgnoreCase(sign)){ + } else { format = timeMillisecondFormatThreadLocal.get(); if(format == null){ format = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss SSS"); timeMillisecondFormatThreadLocal.set(format); } } + return format; } @@ -219,7 +251,7 @@ protected String recordConvertDetailErrorMessage(int pos, Row row) { @Override protected void writeMultipleRecordsInternal() throws Exception { - throw new IllegalArgumentException(); + notSupportBatchWrite("HbaseWriter"); } private byte[] getRowkey(Row record) throws Exception{ @@ -249,8 +281,8 @@ public long getVersion(Row record){ if(record.getField(index) == null){ throw new IllegalArgumentException("null verison column!"); } - SimpleDateFormat dfSeconds = getSimpleDateFormat("sss"); - SimpleDateFormat dfMs = getSimpleDateFormat("SSS"); + SimpleDateFormat dfSeconds = getSimpleDateFormat(ConstantValue.TIME_SECOND_SUFFIX); + SimpleDateFormat dfMs = getSimpleDateFormat(ConstantValue.TIME_MILLISECOND_SUFFIX); Object column = record.getField(index); if(column instanceof Long){ Long longValue = (Long) column; @@ -370,7 +402,7 @@ private byte[] intToBytes(Object column) { if(column instanceof Integer) { intValue = (Integer) column; } else if(column instanceof Long) { - intValue = Integer.valueOf(((Long)column).intValue()); + intValue = ((Long) column).intValue(); } else if(column instanceof Double) { intValue = ((Double) column).intValue(); } else if(column instanceof Float) { @@ -378,7 +410,7 @@ private byte[] intToBytes(Object column) { } else if(column instanceof Short) { intValue = ((Short) column).intValue(); } else if(column instanceof Boolean) { - intValue = ((Boolean) column).booleanValue() ? 1 : 0; + intValue = (Boolean) column ? 1 : 0; } else if(column instanceof String) { intValue = Integer.valueOf((String) column); } else { @@ -401,7 +433,7 @@ private byte[] longToBytes(Object column) { } else if(column instanceof Short) { longValue = ((Short) column).longValue(); } else if(column instanceof Boolean) { - longValue = ((Boolean) column).booleanValue() ? 1L : 0L; + longValue = (Boolean) column ? 1L : 0L; } else if(column instanceof String) { longValue = Long.valueOf((String) column); }else if (column instanceof Timestamp){ @@ -426,7 +458,7 @@ private byte[] doubleToBytes(Object column) { } else if(column instanceof Short) { doubleValue = ((Short) column).doubleValue(); } else if(column instanceof Boolean) { - doubleValue = ((Boolean) column).booleanValue() ? 1.0 : 0.0; + doubleValue = (Boolean) column ? 1.0 : 0.0; } else if(column instanceof String) { doubleValue = Double.valueOf((String) column); } else { @@ -449,7 +481,7 @@ private byte[] floatToBytes(Object column) { } else if(column instanceof Short) { floatValue = ((Short) column).floatValue(); } else if(column instanceof Boolean) { - floatValue = ((Boolean) column).booleanValue() ? 1.0f : 0.0f; + floatValue = (Boolean) column ? 1.0f : 0.0f; } else if(column instanceof String) { floatValue = Float.valueOf((String) column); } else { @@ -472,7 +504,7 @@ private byte[] shortToBytes(Object column) { } else if(column instanceof Short) { shortValue = (Short) column; } else if(column instanceof Boolean) { - shortValue = ((Boolean) column).booleanValue() ? (short) 1 : (short) 0 ; + shortValue = (Boolean) column ? (short) 1 : (short) 0 ; } else if(column instanceof String) { shortValue = Short.valueOf((String) column); } else { @@ -484,15 +516,15 @@ private byte[] shortToBytes(Object column) { private byte[] boolToBytes(Object column) { Boolean booleanValue = null; if(column instanceof Integer) { - booleanValue = (Integer)column == 0 ? false : true; + booleanValue = (Integer) column != 0; } else if(column instanceof Long) { - booleanValue = (Long) column == 0L ? false : true; + booleanValue = (Long) column != 0L; } else if(column instanceof Double) { - booleanValue = (Double) column == 0.0 ? false : true; + booleanValue = new Double(0.0).compareTo((Double) column) != 0; } else if(column instanceof Float) { - booleanValue = (Float) column == 0.0f ? false : true; + booleanValue = new Float(0.0f).compareTo((Float) column) != 0; } else if(column instanceof Short) { - booleanValue = (Short) column == 0 ? false : true; + booleanValue = (Short) column != 0; } else if(column instanceof Boolean) { booleanValue = (Boolean) column; } else if(column instanceof String) { diff --git a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormatBuilder.java b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormatBuilder.java index 4da4c10754..ec96e04c17 100644 --- a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormatBuilder.java +++ b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseOutputFormatBuilder.java @@ -110,5 +110,7 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + notSupportBatchWrite("HbaseWriter"); } } diff --git a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseWriter.java b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseWriter.java index 42091f62d3..3cb5bce6ce 100644 --- a/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseWriter.java +++ b/flinkx-hbase/flinkx-hbase-writer/src/main/java/com/dtstack/flinkx/hbase/writer/HbaseWriter.java @@ -31,8 +31,23 @@ import java.util.ArrayList; import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.hbase.HbaseConfigConstants.*; -import static com.dtstack.flinkx.hbase.HbaseConfigKeys.*; + +import static com.dtstack.flinkx.hbase.HbaseConfigConstants.DEFAULT_WAL_FLAG; +import static com.dtstack.flinkx.hbase.HbaseConfigConstants.DEFAULT_WRITE_BUFFER_SIZE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_COLUMN_NAME; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_COLUMN_TYPE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_ENCODING; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_HBASE_CONFIG; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_NULL_MODE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_ROW_KEY_COLUMN; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_ROW_KEY_COLUMN_INDEX; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_ROW_KEY_COLUMN_VALUE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_TABLE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_VERSION_COLUMN; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_VERSION_COLUMN_INDEX; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_VERSION_COLUMN_VALUE; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_WAL_FLAG; +import static com.dtstack.flinkx.hbase.HbaseConfigKeys.KEY_WRITE_BUFFER_SIZE; /** * The Writer plugin of HBase diff --git a/flinkx-hbase/flinkx-hbase-writer/src/test/java/com.dtstack.flinkx.hbase.writer/RowKeyFunctionTest.java b/flinkx-hbase/flinkx-hbase-writer/src/test/java/com.dtstack.flinkx.hbase.writer/RowKeyFunctionTest.java index dbf12dfa2e..75143994f5 100644 --- a/flinkx-hbase/flinkx-hbase-writer/src/test/java/com.dtstack.flinkx.hbase.writer/RowKeyFunctionTest.java +++ b/flinkx-hbase/flinkx-hbase-writer/src/test/java/com.dtstack.flinkx.hbase.writer/RowKeyFunctionTest.java @@ -18,7 +18,10 @@ package com.dtstack.flinkx.hbase.writer; -import com.dtstack.flinkx.hbase.writer.function.*; +import com.dtstack.flinkx.hbase.writer.function.FunctionParser; +import com.dtstack.flinkx.hbase.writer.function.FunctionTree; +import com.dtstack.flinkx.hbase.writer.function.Md5Function; +import com.dtstack.flinkx.hbase.writer.function.StringFunction; import org.junit.Assert; import org.junit.Test; diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java index 913c0fd41c..2f0c7ec101 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java @@ -19,7 +19,6 @@ package com.dtstack.flinkx.hdfs; import org.apache.commons.lang.StringUtils; -import org.apache.parquet.hadoop.metadata.CompressionCodecName; /** * @author jiangbo diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java index fc6ced4a25..a4b44360e3 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsConfigKeys.java @@ -60,4 +60,6 @@ public class HdfsConfigKeys { public static final String KEY_FLUSH_INTERVAL = "flushInterval"; + public static final String KEY_ENABLE_DICTIONARY = "enableDictionary"; + } diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java index b678812f68..0acaa924b8 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java @@ -19,15 +19,20 @@ package com.dtstack.flinkx.hdfs; import com.dtstack.flinkx.enums.ColumnType; -import com.dtstack.flinkx.util.DateUtil; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe; import org.apache.hadoop.hive.serde2.io.DateWritable; import org.apache.hadoop.hive.serde2.io.HiveDecimalWritable; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory; -import org.apache.hadoop.io.*; +import org.apache.hadoop.io.ByteWritable; +import org.apache.hadoop.io.BytesWritable; +import org.apache.hadoop.io.DoubleWritable; +import org.apache.hadoop.io.IntWritable; +import org.apache.hadoop.io.LongWritable; +import org.apache.hadoop.io.Text; +import org.apache.parquet.io.api.Binary; -import java.sql.Date; -import java.text.SimpleDateFormat; /** * Utilities for HdfsReader and HdfsWriter @@ -39,62 +44,13 @@ public class HdfsUtil { public static final String NULL_VALUE = "\\N"; - public static Object string2col(String str, String type, SimpleDateFormat customDateFormat) { - if (str == null || str.length() == 0){ - return null; - } - - if(type == null){ - return str; - } + private static final long NANO_SECONDS_PER_DAY = 86400_000_000_000L; - ColumnType columnType = ColumnType.fromString(type.toUpperCase()); - Object ret; - switch(columnType) { - case TINYINT: - ret = Byte.valueOf(str.trim()); - break; - case SMALLINT: - ret = Short.valueOf(str.trim()); - break; - case INT: - ret = Integer.valueOf(str.trim()); - break; - case BIGINT: - ret = Long.valueOf(str.trim()); - break; - case FLOAT: - ret = Float.valueOf(str.trim()); - break; - case DOUBLE: - case DECIMAL: - ret = Double.valueOf(str.trim()); - break; - case STRING: - case VARCHAR: - case CHAR: - if(customDateFormat != null){ - ret = DateUtil.columnToDate(str,customDateFormat); - ret = DateUtil.timestampToString((Date)ret); - } else { - ret = str; - } - break; - case BOOLEAN: - ret = Boolean.valueOf(str.trim().toLowerCase()); - break; - case DATE: - ret = DateUtil.columnToDate(str,customDateFormat); - break; - case TIMESTAMP: - ret = DateUtil.columnToTimestamp(str,customDateFormat); - break; - default: - throw new IllegalArgumentException("Unsupported field type:" + type); - } + private static final long JULIAN_EPOCH_OFFSET_DAYS = 2440588; - return ret; - } + private static final double SCALE_TWO = 2.0; + private static final double SCALE_TEN = 10.0; + private static final int BIT_SIZE = 8; public static Object getWritableValue(Object writable) { Class clz = writable.getClass(); @@ -166,4 +122,78 @@ public static ObjectInspector columnTypeToObjectInspetor(ColumnType columnType) return objectInspector; } + + public static Binary decimalToBinary(final HiveDecimal hiveDecimal, int prec, int scale) { + byte[] decimalBytes = hiveDecimal.setScale(scale).unscaledValue().toByteArray(); + + // Estimated number of bytes needed. + int precToBytes = ParquetHiveSerDe.PRECISION_TO_BYTE_COUNT[prec - 1]; + if (precToBytes == decimalBytes.length) { + // No padding needed. + return Binary.fromReusedByteArray(decimalBytes); + } + + byte[] tgt = new byte[precToBytes]; + if (hiveDecimal.signum() == -1) { + // For negative number, initializing bits to 1 + for (int i = 0; i < precToBytes; i++) { + tgt[i] |= 0xFF; + } + } + + // Padding leading zeroes/ones. + System.arraycopy(decimalBytes, 0, tgt, precToBytes - decimalBytes.length, decimalBytes.length); + return Binary.fromReusedByteArray(tgt); + } + + public static int computeMinBytesForPrecision(int precision){ + int numBytes = 1; + while (Math.pow(SCALE_TWO, BIT_SIZE * numBytes - 1.0) < Math.pow(SCALE_TEN, precision)) { + numBytes += 1; + } + return numBytes; + } + + public static byte[] longToByteArray(long data){ + long nano = data * 1000_000; + + int julianDays = (int) ((nano / NANO_SECONDS_PER_DAY) + JULIAN_EPOCH_OFFSET_DAYS); + byte[] julianDaysBytes = getBytes(julianDays); + flip(julianDaysBytes); + + long lastDayNanos = nano % NANO_SECONDS_PER_DAY; + byte[] lastDayNanosBytes = getBytes(lastDayNanos); + flip(lastDayNanosBytes); + + byte[] dst = new byte[12]; + + System.arraycopy(lastDayNanosBytes, 0, dst, 0, 8); + System.arraycopy(julianDaysBytes, 0, dst, 8, 4); + + return dst; + } + + private static byte[] getBytes(long i) { + byte[] bytes=new byte[8]; + bytes[0]=(byte)((i >> 56) & 0xFF); + bytes[1]=(byte)((i >> 48) & 0xFF); + bytes[2]=(byte)((i >> 40) & 0xFF); + bytes[3]=(byte)((i >> 32) & 0xFF); + bytes[4]=(byte)((i >> 24) & 0xFF); + bytes[5]=(byte)((i >> 16) & 0xFF); + bytes[6]=(byte)((i >> 8) & 0xFF); + bytes[7]=(byte)(i & 0xFF); + return bytes; + } + + /** + * @param bytes + */ + private static void flip(byte[] bytes) { + for(int i=0,j=bytes.length-1;i + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java index f6d802cf1b..e5e6a8ee37 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java @@ -21,10 +21,15 @@ import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.FileSystemUtil; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.RecordReader; +import org.apache.hadoop.security.UserGroupInformation; +import java.io.File; import java.io.IOException; +import java.util.HashMap; import java.util.List; import java.util.Map; @@ -36,6 +41,8 @@ */ public abstract class BaseHdfsInputFormat extends BaseRichInputFormat { + private static final String PARTITION_SPLIT_CHAR = "="; + protected Map hadoopConfig; protected List metaColumns; @@ -61,14 +68,25 @@ public abstract class BaseHdfsInputFormat extends BaseRichInputFormat { protected Object value; - protected boolean isFileEmpty = false; - protected String filterRegex; + protected transient UserGroupInformation ugi; + + protected boolean openKerberos; + + protected String currentPartition; + + protected transient FileSystem fs; + @Override public void openInputFormat() throws IOException { super.openInputFormat(); conf = buildConfig(); + + openKerberos = FileSystemUtil.isOpenKerberos(hadoopConfig); + if (openKerberos) { + ugi = FileSystemUtil.getUGI(hadoopConfig, defaultFs); + } } protected JobConf buildConfig() { @@ -81,7 +99,7 @@ protected JobConf buildConfig() { @Override public boolean reachedEnd() throws IOException { - return isFileEmpty || !recordReader.next(key, value); + return !recordReader.next(key, value); } @Override @@ -91,4 +109,27 @@ public void closeInternal() throws IOException { } } + /** + * 从hdfs路径中获取当前分区信息 + * @param path hdfs路径 + */ + public void findCurrentPartition(Path path){ + Map map = new HashMap<>(16); + String pathStr = path.getParent().toString(); + int index; + while((index = pathStr.lastIndexOf(PARTITION_SPLIT_CHAR)) > 0){ + int i = pathStr.lastIndexOf(File.separator); + String name = pathStr.substring(i + 1, index); + String value = pathStr.substring(index + 1); + map.put(name, value); + pathStr = pathStr.substring(0, i); + } + + for (MetaColumn column : metaColumns) { + if(column.getPart()){ + column.setValue(map.get(column.getName())); + } + } + } + } diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormat.java index a87d704310..6f48d4e404 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormat.java @@ -22,21 +22,25 @@ import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import org.apache.hadoop.fs.*; -import org.apache.hadoop.hive.ql.io.orc.*; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.ql.io.orc.OrcFile; +import org.apache.hadoop.hive.ql.io.orc.OrcInputFormat; +import org.apache.hadoop.hive.ql.io.orc.OrcSerde; +import org.apache.hadoop.hive.ql.io.orc.OrcSplit; import org.apache.hadoop.hive.serde2.objectinspector.StructField; import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.Reporter; -import java.io.ByteArrayInputStream; -import java.io.ByteArrayOutputStream; -import java.io.DataInputStream; -import java.io.DataOutputStream; -import java.io.IOException; +import org.apache.hadoop.security.UserGroupInformation; + +import java.io.*; +import java.security.PrivilegedAction; import java.util.*; +import java.util.concurrent.atomic.AtomicBoolean; /** * The subclass of HdfsInputFormat which handles orc files @@ -46,99 +50,102 @@ */ public class HdfsOrcInputFormat extends BaseHdfsInputFormat { - private transient OrcSerde orcSerde; - private transient String[] fullColNames; - private transient String[] fullColTypes; - private transient StructObjectInspector inspector; private transient List fields; private static final String COMPLEX_FIELD_TYPE_SYMBOL_REGEX = ".*(<|>|\\{|}|[|]).*"; + private AtomicBoolean isInit = new AtomicBoolean(false); + @Override - public void openInputFormat() throws IOException{ + public void openInputFormat() throws IOException { super.openInputFormat(); + inputFormat = new OrcInputFormat(); + } + + @Override + public void openInternal(InputSplit inputSplit) throws IOException { + HdfsOrcInputSplit hdfsOrcInputSplit = (HdfsOrcInputSplit) inputSplit; + OrcSplit orcSplit = hdfsOrcInputSplit.getOrcSplit(); - FileSystem fs; try { - fs = FileSystemUtil.getFileSystem(hadoopConfig, defaultFs); + if (!isInit.get()) { + init(orcSplit.getPath()); + isInit.set(true); + } } catch (Exception e) { - throw new RuntimeException(e); + throw new IOException("初始化[inspector]出错", e); } - orcSerde = new OrcSerde(); - inputFormat = new OrcInputFormat(); - org.apache.hadoop.hive.ql.io.orc.Reader reader = null; - try { - OrcFile.ReaderOptions readerOptions = OrcFile.readerOptions(conf); - readerOptions.filesystem(fs); - - Path path = new Path(inputPath); - String typeStruct = null; - - if(fs.isDirectory(path)) { - RemoteIterator iterator = fs.listFiles(path, true); - while(iterator.hasNext()) { - FileStatus fileStatus = iterator.next(); - if(fileStatus.isFile() && fileStatus.getLen() > 49) { - Path subPath = fileStatus.getPath(); - reader = OrcFile.createReader(subPath, readerOptions); - typeStruct = reader.getObjectInspector().getTypeName(); - if(StringUtils.isNotEmpty(typeStruct)) { - break; - } + if (openKerberos) { + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + try { + openOrcReader(inputSplit); + } catch (Exception e) { + throw new RuntimeException(e); } - } - if(reader == null) { - //throw new RuntimeException("orcfile dir is empty!"); - LOG.error("orc file {} is empty!", inputPath); - isFileEmpty = true; - return; + return null; } + }); + } else { + openOrcReader(inputSplit); + } + } - } else { - reader = OrcFile.createReader(path, readerOptions); - typeStruct = reader.getObjectInspector().getTypeName(); - } + private void openOrcReader(InputSplit inputSplit) throws IOException{ + numReadCounter = getRuntimeContext().getLongCounter("numRead"); + HdfsOrcInputSplit hdfsOrcInputSplit = (HdfsOrcInputSplit) inputSplit; + OrcSplit orcSplit = hdfsOrcInputSplit.getOrcSplit(); + recordReader = inputFormat.getRecordReader(orcSplit, conf, Reporter.NULL); + key = recordReader.createKey(); + value = recordReader.createValue(); + fields = inspector.getAllStructFieldRefs(); + } - if (StringUtils.isEmpty(typeStruct)) { - throw new RuntimeException("can't retrieve type struct from " + path); - } + private void init(Path path) throws Exception { + OrcFile.ReaderOptions readerOptions = OrcFile.readerOptions(conf); + readerOptions.filesystem(fs); + org.apache.hadoop.hive.ql.io.orc.Reader reader = OrcFile.createReader(path, readerOptions); + String typeStruct = reader.getObjectInspector().getTypeName(); - int startIndex = typeStruct.indexOf("<") + 1; - int endIndex = typeStruct.lastIndexOf(">"); - typeStruct = typeStruct.substring(startIndex, endIndex); + if (StringUtils.isEmpty(typeStruct)) { + throw new RuntimeException("can't retrieve type struct from " + path); + } - if(typeStruct.matches(COMPLEX_FIELD_TYPE_SYMBOL_REGEX)){ - throw new RuntimeException("Field types such as array, map, and struct are not supported."); - } + int startIndex = typeStruct.indexOf("<") + 1; + int endIndex = typeStruct.lastIndexOf(">"); + typeStruct = typeStruct.substring(startIndex, endIndex); - List cols = parseColumnAndType(typeStruct); + if(typeStruct.matches(COMPLEX_FIELD_TYPE_SYMBOL_REGEX)){ + throw new RuntimeException("Field types such as array, map, and struct are not supported."); + } - fullColNames = new String[cols.size()]; - fullColTypes = new String[cols.size()]; + List cols = parseColumnAndType(typeStruct); - for(int i = 0; i < cols.size(); ++i) { - String[] temp = cols.get(i).split(":"); - fullColNames[i] = temp[0]; - fullColTypes[i] = temp[1]; - } + fullColNames = new String[cols.size()]; + String[] fullColTypes = new String[cols.size()]; - Properties p = new Properties(); - p.setProperty("columns", StringUtils.join(fullColNames, ",")); - p.setProperty("columns.types", StringUtils.join(fullColTypes, ":")); - orcSerde.initialize(conf, p); + for(int i = 0; i < cols.size(); ++i) { + String[] temp = cols.get(i).split(":"); + fullColNames[i] = temp[0]; + fullColTypes[i] = temp[1]; + } - this.inspector = (StructObjectInspector) orcSerde.getObjectInspector(); + Properties p = new Properties(); + p.setProperty("columns", StringUtils.join(fullColNames, ",")); + p.setProperty("columns.types", StringUtils.join(fullColTypes, ":")); - } catch (Throwable e) { - throw new RuntimeException(e); - } + OrcSerde orcSerde = new OrcSerde(); + orcSerde.initialize(conf, p); + + this.inspector = (StructObjectInspector) orcSerde.getObjectInspector(); } private List parseColumnAndType(String typeStruct){ @@ -175,12 +182,25 @@ private List parseColumnAndType(String typeStruct){ @Override public HdfsOrcInputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { - try { - FileSystemUtil.getFileSystem(hadoopConfig, defaultFs); - } catch (Exception e) { - throw new IOException(e); + if (FileSystemUtil.isOpenKerberos(hadoopConfig)) { + UserGroupInformation ugi = FileSystemUtil.getUGI(hadoopConfig, defaultFs); + LOG.info("user:{}, ", ugi.getShortUserName()); + return ugi.doAs(new PrivilegedAction() { + @Override + public HdfsOrcInputSplit[] run() { + try { + return createOrcSplit(minNumSplits); + } catch (Exception e) { + throw new RuntimeException(e); + } + } + }); + } else { + return createOrcSplit(minNumSplits); } + } + private HdfsOrcInputSplit[] createOrcSplit(int minNumSplits) throws IOException{ JobConf jobConf = FileSystemUtil.getJobConf(hadoopConfig, defaultFs); org.apache.hadoop.mapred.FileInputFormat.setInputPaths(jobConf, inputPath); org.apache.hadoop.mapred.FileInputFormat.setInputPathFilter(buildConfig(), HdfsPathFilter.class); @@ -204,24 +224,6 @@ public HdfsOrcInputSplit[] createInputSplitsInternal(int minNumSplits) throws IO return null; } - - @Override - public void openInternal(InputSplit inputSplit) throws IOException { - - if(isFileEmpty){ - return; - } - - numReadCounter = getRuntimeContext().getLongCounter("numRead"); - HdfsOrcInputSplit hdfsOrcInputSplit = (HdfsOrcInputSplit) inputSplit; - OrcSplit orcSplit = hdfsOrcInputSplit.getOrcSplit(); - recordReader = inputFormat.getRecordReader(orcSplit, conf, Reporter.NULL); - key = recordReader.createKey(); - value = recordReader.createValue(); - fields = inspector.getAllStructFieldRefs(); - } - - @Override public Row nextRecordInternal(Row row) throws IOException { if(metaColumns.size() == 1 && ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName())){ @@ -239,17 +241,17 @@ public Row nextRecordInternal(Row row) throws IOException { MetaColumn metaColumn = metaColumns.get(i); Object val = null; - if(metaColumn.getIndex() != -1){ + if(metaColumn.getValue() != null){ + val = metaColumn.getValue(); + }else if(metaColumn.getIndex() != -1){ val = inspector.getStructFieldData(value, fields.get(metaColumn.getIndex())); if (val == null && metaColumn.getValue() != null){ val = metaColumn.getValue(); } - } else if(metaColumn.getValue() != null){ - val = metaColumn.getValue(); } if(val instanceof String || val instanceof org.apache.hadoop.io.Text){ - val = HdfsUtil.string2col(String.valueOf(val),metaColumn.getType(),metaColumn.getTimeFormat()); + val = StringUtil.string2col(String.valueOf(val), metaColumn.getType(), metaColumn.getTimeFormat()); } else if(val != null){ val = HdfsUtil.getWritableValue(val); } @@ -291,5 +293,4 @@ public int getSplitNumber() { return splitNumber; } } - } diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java index 16fb276495..565c0a49b2 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsParquetInputFormat.java @@ -20,9 +20,9 @@ import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.enums.ColumnType; -import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.StringUtil; import com.google.common.collect.Lists; import com.google.common.primitives.Ints; import com.google.common.primitives.Longs; @@ -43,6 +43,7 @@ import java.io.IOException; import java.math.BigDecimal; import java.math.BigInteger; +import java.security.PrivilegedAction; import java.sql.Timestamp; import java.util.ArrayList; import java.util.Iterator; @@ -75,6 +76,8 @@ public class HdfsParquetInputFormat extends BaseHdfsInputFormat { private static final long NANOS_PER_MILLISECOND = TimeUnit.MILLISECONDS.toNanos(1); + private static final int TIMESTAMP_BINARY_LENGTH = 12; + @Override protected void openInternal(InputSplit inputSplit) throws IOException { currentSplitFilePaths = ((HdfsParquetSplit)inputSplit).getPaths(); @@ -82,14 +85,33 @@ protected void openInternal(InputSplit inputSplit) throws IOException { private boolean nextLine() throws IOException{ if (currentFileReader == null && currentFileIndex <= currentSplitFilePaths.size()-1){ - nextFile(); + if (openKerberos) { + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + try { + nextFile(); + return null; + } catch (Exception e) { + throw new RuntimeException(e); + } + } + }); + } else { + nextFile(); + } } if (currentFileReader == null){ return false; } - currentLine = currentFileReader.read(); + if (openKerberos) { + currentLine = nextLineWithKerberos(); + } else { + currentLine = currentFileReader.read(); + } + if (fullColNames == null && currentLine != null){ fullColNames = new ArrayList<>(); fullColTypes = new ArrayList<>(); @@ -117,11 +139,24 @@ private boolean nextLine() throws IOException{ return currentLine != null; } + private Group nextLineWithKerberos() { + return ugi.doAs(new PrivilegedAction() { + @Override + public Group run() { + try { + return currentFileReader.read(); + } catch (IOException e) { + throw new RuntimeException(e); + } + } + }); + } + private void nextFile() throws IOException{ - String path = currentSplitFilePaths.get(currentFileIndex); - ParquetReader.Builder reader = ParquetReader.builder(new GroupReadSupport(), new Path(path)).withConf(conf); + Path path = new Path(currentSplitFilePaths.get(currentFileIndex)); + findCurrentPartition(path); + ParquetReader.Builder reader = ParquetReader.builder(new GroupReadSupport(), path).withConf(conf); currentFileReader = reader.build(); - currentFileIndex++; } @@ -139,22 +174,20 @@ protected Row nextRecordInternal(Row row) throws IOException { MetaColumn metaColumn = metaColumns.get(i); Object val = null; - if(metaColumn.getIndex() != -1){ - if (metaColumn.getIndex() < currentLine.getType().getFieldCount()) { - if(currentLine.getFieldRepetitionCount(metaColumn.getIndex()) > 0){ - val = getData(currentLine,metaColumn.getType(),metaColumn.getIndex()); - } + if (metaColumn.getValue() != null){ + val = metaColumn.getValue(); + }else if(metaColumn.getIndex() != -1){ + if(currentLine.getFieldRepetitionCount(metaColumn.getIndex()) > 0){ + val = getData(currentLine,metaColumn.getType(),metaColumn.getIndex()); + } - if (val == null && metaColumn.getValue() != null){ - val = metaColumn.getValue(); - } + if (val == null && metaColumn.getValue() != null){ + val = metaColumn.getValue(); } - } else if (metaColumn.getValue() != null){ - val = metaColumn.getValue(); } if(val instanceof String){ - val = HdfsUtil.string2col(String.valueOf(val),metaColumn.getType(),metaColumn.getTimeFormat()); + val = StringUtil.string2col(String.valueOf(val), metaColumn.getType(), metaColumn.getTimeFormat()); } row.setField(i,val); @@ -169,7 +202,7 @@ public boolean reachedEnd() throws IOException { return !nextLine(); } - private Object getData(Group currentLine,String type,int index){ + public Object getData(Group currentLine,String type,int index){ Object data = null; ColumnType columnType = ColumnType.fromString(type); @@ -302,13 +335,12 @@ private static List getAllPartitionPath(String tableLocation, FileSystem private String getTypeName(String method){ String typeName; switch (method){ + case "getBoolean": case "getInteger" : typeName = "int";break; case "getInt96" : typeName = "bigint";break; case "getFloat" : typeName = "float";break; case "getDouble" : typeName = "double";break; case "getBinary" : typeName = "binary";break; - case "getString" : typeName = "string";break; - case "getBoolean" : typeName = "int";break; default:typeName = "string"; } @@ -319,11 +351,11 @@ private String getTypeName(String method){ * @param timestampBinary * @return */ - private long getTimestampMillis(Binary timestampBinary) - { - if (timestampBinary.length() != 12) { + private long getTimestampMillis(Binary timestampBinary) { + if (timestampBinary.length() != TIMESTAMP_BINARY_LENGTH) { return 0; } + byte[] bytes = timestampBinary.getBytes(); long timeOfDayNanos = Longs.fromBytes(bytes[7], bytes[6], bytes[5], bytes[4], bytes[3], bytes[2], bytes[1], bytes[0]); diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java index 5e3cea2a94..d4291741f0 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java @@ -43,9 +43,9 @@ public class HdfsReader extends BaseDataReader { protected String fileType; protected String path; protected String fieldDelimiter; - private List metaColumns; + protected List metaColumns; protected Map hadoopConfig; - private String filterRegex; + protected String filterRegex; public HdfsReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java index 2ba2b1c363..f7d2dac2b7 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsTextInputFormat.java @@ -22,25 +22,25 @@ import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.FileSystemUtil; -import jodd.util.StringUtil; +import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.io.output.ByteArrayOutputStream; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; +import org.apache.hadoop.mapred.FileSplit; import org.apache.hadoop.mapred.JobConf; -import org.apache.hadoop.mapred.TextInputFormat; import org.apache.hadoop.mapred.Reporter; -import org.apache.hadoop.mapred.FileSplit; +import org.apache.hadoop.mapred.TextInputFormat; +import org.apache.hadoop.security.UserGroupInformation; import java.io.ByteArrayInputStream; import java.io.DataInputStream; import java.io.DataOutputStream; import java.io.IOException; -import java.nio.charset.Charset; -import java.nio.charset.UnsupportedCharsetException; -import java.util.Map; +import java.security.PrivilegedAction; /** * The subclass of HdfsInputFormat which handles text files @@ -59,12 +59,25 @@ public void openInputFormat() throws IOException { @Override public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { - try { - FileSystemUtil.getFileSystem(hadoopConfig, defaultFs); - } catch (Exception e) { - throw new IOException(e); + if (FileSystemUtil.isOpenKerberos(hadoopConfig)) { + UserGroupInformation ugi = FileSystemUtil.getUGI(hadoopConfig, defaultFs); + LOG.info("user:{}, ", ugi.getShortUserName()); + return ugi.doAs(new PrivilegedAction() { + @Override + public InputSplit[] run() { + try { + return createTextSplit(minNumSplits); + } catch (Exception e) { + throw new RuntimeException(e); + } + } + }); + } else { + return createTextSplit(minNumSplits); } + } + private InputSplit[] createTextSplit(int minNumSplits) throws IOException{ JobConf jobConf = buildConfig(); org.apache.hadoop.mapred.FileInputFormat.setInputPathFilter(jobConf, HdfsPathFilter.class); @@ -88,8 +101,30 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOExcepti @Override public void openInternal(InputSplit inputSplit) throws IOException { + + if(openKerberos){ + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + try { + openHdfsTextReader(inputSplit); + } catch (Exception e) { + throw new RuntimeException(e); + } + + return null; + } + }); + }else{ + openHdfsTextReader(inputSplit); + } + + } + + private void openHdfsTextReader(InputSplit inputSplit) throws IOException{ HdfsTextInputSplit hdfsTextInputSplit = (HdfsTextInputSplit) inputSplit; org.apache.hadoop.mapred.InputSplit fileSplit = hdfsTextInputSplit.getTextSplit(); + findCurrentPartition(((FileSplit) fileSplit).getPath()); recordReader = inputFormat.getRecordReader(fileSplit, conf, Reporter.NULL); key = new LongWritable(); value = new Text(); @@ -98,7 +133,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { @Override public Row nextRecordInternal(Row row) throws IOException { String line = new String(((Text)value).getBytes(), 0, ((Text)value).getLength(), charsetName); - String[] fields = line.split(delimiter); + String[] fields = StringUtils.splitPreserveAllTokens(line, delimiter); if (metaColumns.size() == 1 && ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName())){ row = new Row(fields.length); @@ -121,7 +156,7 @@ public Row nextRecordInternal(Row row) throws IOException { } if(value != null){ - value = HdfsUtil.string2col(String.valueOf(value),metaColumn.getType(),metaColumn.getTimeFormat()); + value = StringUtil.string2col(String.valueOf(value), metaColumn.getType(),metaColumn.getTimeFormat()); } row.setField(i, value); @@ -135,69 +170,7 @@ public Row nextRecordInternal(Row row) throws IOException { public boolean reachedEnd() throws IOException { key = new LongWritable(); value = new Text(); - return isFileEmpty || !recordReader.next(key, value); - } - - - public static class HdfsTextInputFormatBuilder { - - private HdfsTextInputFormat format; - - private HdfsTextInputFormatBuilder() { - format = new HdfsTextInputFormat(); - } - - public HdfsTextInputFormatBuilder setHadoopConfig(Map hadoopConfig) { - format.hadoopConfig = hadoopConfig; - return this; - } - - public HdfsTextInputFormatBuilder setInputPaths(String inputPaths) { - format.inputPath = inputPaths; - return this; - } - - public HdfsTextInputFormatBuilder setBytes(long bytes) { - format.bytes = bytes; - return this; - } - - public HdfsTextInputFormatBuilder setMonitorUrls(String monitorUrls) { - format.monitorUrls = monitorUrls; - return this; - } - - public HdfsTextInputFormatBuilder setDelimiter(String delimiter) { - if(delimiter == null) { - delimiter = "\\001"; - } - format.delimiter = delimiter; - return this; - } - - public HdfsTextInputFormatBuilder setDefaultFs(String defaultFs) { - format.defaultFs = defaultFs; - return this; - } - - public HdfsTextInputFormatBuilder setcharsetName (String charsetName) { - if(StringUtil.isNotEmpty(charsetName)) { - if(!Charset.isSupported(charsetName)) { - throw new UnsupportedCharsetException("The charset " + charsetName + " is not supported."); - } - this.format.charsetName = charsetName; - } - - return this; - } - - public HdfsTextInputFormat finish() { - return format; - } - } - - public static HdfsTextInputFormatBuilder buildHdfsTextInputFormat() { - return new HdfsTextInputFormatBuilder(); + return !recordReader.next(key, value); } static class HdfsTextInputSplit implements InputSplit { @@ -229,5 +202,4 @@ public int getSplitNumber() { return splitNumber; } } - } \ No newline at end of file diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/org/apache/hadoop/hive/ql/io/orc/OrcInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/org/apache/hadoop/hive/ql/io/orc/OrcInputFormat.java new file mode 100644 index 0000000000..a01ea427df --- /dev/null +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/org/apache/hadoop/hive/ql/io/orc/OrcInputFormat.java @@ -0,0 +1,1221 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.hadoop.hive.ql.io.orc; + +import com.google.common.cache.Cache; +import com.google.common.cache.CacheBuilder; +import com.google.common.util.concurrent.ThreadFactoryBuilder; +import org.apache.commons.logging.Log; +import org.apache.commons.logging.LogFactory; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.BlockLocation; +import org.apache.hadoop.fs.FileStatus; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.common.ValidReadTxnList; +import org.apache.hadoop.hive.common.ValidTxnList; +import org.apache.hadoop.hive.conf.HiveConf; +import org.apache.hadoop.hive.conf.HiveConf.ConfVars; +import org.apache.hadoop.hive.metastore.api.hive_metastoreConstants; +import org.apache.hadoop.hive.ql.exec.Utilities; +import org.apache.hadoop.hive.ql.exec.vector.VectorizedInputFormatInterface; +import org.apache.hadoop.hive.ql.io.*; +import org.apache.hadoop.hive.ql.io.sarg.PredicateLeaf; +import org.apache.hadoop.hive.ql.io.sarg.SearchArgument; +import org.apache.hadoop.hive.ql.io.sarg.SearchArgument.TruthValue; +import org.apache.hadoop.hive.ql.io.sarg.SearchArgumentFactory; +import org.apache.hadoop.hive.ql.log.PerfLogger; +import org.apache.hadoop.hive.ql.plan.TableScanDesc; +import org.apache.hadoop.hive.serde2.ColumnProjectionUtils; +import org.apache.hadoop.hive.serde2.SerDeStats; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; +import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector; +import org.apache.hadoop.hive.shims.HadoopShims; +import org.apache.hadoop.hive.shims.ShimLoader; +import org.apache.hadoop.io.LongWritable; +import org.apache.hadoop.io.NullWritable; +import org.apache.hadoop.mapred.*; +import org.apache.hadoop.util.StringUtils; + +import java.io.IOException; +import java.util.*; +import java.util.concurrent.ExecutorService; +import java.util.concurrent.Executors; +import java.util.concurrent.TimeUnit; +import java.util.concurrent.atomic.AtomicInteger; +/** + * A MapReduce/Hive input format for ORC files. + *

+ * This class implements both the classic InputFormat, which stores the rows + * directly, and AcidInputFormat, which stores a series of events with the + * following schema: + * 

+ *   class AcidEvent<ROW> {
+ *     enum ACTION {INSERT, UPDATE, DELETE}
+ *     ACTION operation;
+ *     long originalTransaction;
+ *     int bucket;
+ *     long rowId;
+ *     long currentTransaction;
+ *     ROW row;
+ *   }
+ *
+ * Each AcidEvent object corresponds to an update event. The + * originalTransaction, bucket, and rowId are the unique identifier for the row. + * The operation and currentTransaction are the operation and the transaction + * that added this event. Insert and update events include the entire row, while + * delete events have null for row. + */ +public class OrcInputFormat implements InputFormat, + InputFormatChecker, VectorizedInputFormatInterface, + AcidInputFormat, + CombineHiveInputFormat.AvoidSplitCombination { + + static final HadoopShims SHIMS = ShimLoader.getHadoopShims(); + static final String MIN_SPLIT_SIZE = + SHIMS.getHadoopConfNames().get("MAPREDMINSPLITSIZE"); + static final String MAX_SPLIT_SIZE = + SHIMS.getHadoopConfNames().get("MAPREDMAXSPLITSIZE"); + static final String SARG_PUSHDOWN = "sarg.pushdown"; + private static final Log LOG = LogFactory.getLog(OrcInputFormat.class); + private static final long DEFAULT_MIN_SPLIT_SIZE = 16 * 1024 * 1024; + private static final long DEFAULT_MAX_SPLIT_SIZE = 256 * 1024 * 1024; + + private static final PerfLogger perfLogger = PerfLogger.getPerfLogger(); + private static final String CLASS_NAME = ReaderImpl.class.getName(); + + /** + * When picking the hosts for a split that crosses block boundaries, + * any drop any host that has fewer than MIN_INCLUDED_LOCATION of the + * number of bytes available on the host with the most. + * If host1 has 10MB of the split, host2 has 20MB, and host3 has 18MB the + * split will contain host2 (100% of host2) and host3 (90% of host2). Host1 + * with 50% will be dropped. + */ + private static final double MIN_INCLUDED_LOCATION = 0.80; + + /** + * Get the root column for the row. In ACID format files, it is offset by + * the extra metadata columns. + * @param isOriginal is the file in the original format? + * @return the column number for the root of row. + */ + private static int getRootColumn(boolean isOriginal) { + return isOriginal ? 0 : (OrcRecordUpdater.ROW + 1); + } + + public static RecordReader createReaderFromFile(Reader file, + Configuration conf, + long offset, long length + ) throws IOException { + Reader.Options options = new Reader.Options().range(offset, length); + boolean isOriginal = + !file.hasMetadataValue(OrcRecordUpdater.ACID_KEY_INDEX_NAME); + List types = file.getTypes(); + setIncludedColumns(options, types, conf, isOriginal); + setSearchArgument(options, types, conf, isOriginal); + return file.rowsOptions(options); + } + + /** + * Recurse down into a type subtree turning on all of the sub-columns. + * @param types the types of the file + * @param result the global view of columns that should be included + * @param typeId the root of tree to enable + * @param rootColumn the top column + */ + private static void includeColumnRecursive(List types, + boolean[] result, + int typeId, + int rootColumn) { + result[typeId - rootColumn] = true; + OrcProto.Type type = types.get(typeId); + int children = type.getSubtypesCount(); + for(int i=0; i < children; ++i) { + includeColumnRecursive(types, result, type.getSubtypes(i), rootColumn); + } + } + + /** + * Take the configuration and figure out which columns we need to include. + * @param options the options to update + * @param types the types for the file + * @param conf the configuration + * @param isOriginal is the file in the original format? + */ + static void setIncludedColumns(Reader.Options options, + List types, + Configuration conf, + boolean isOriginal) { + int rootColumn = getRootColumn(isOriginal); + if (!ColumnProjectionUtils.isReadAllColumns(conf)) { + int numColumns = types.size() - rootColumn; + boolean[] result = new boolean[numColumns]; + result[0] = true; + OrcProto.Type root = types.get(rootColumn); + List included = ColumnProjectionUtils.getReadColumnIDs(conf); + for(int i=0; i < root.getSubtypesCount(); ++i) { + if (included.contains(i)) { + includeColumnRecursive(types, result, root.getSubtypes(i), + rootColumn); + } + } + options.include(result); + } else { + options.include(null); + } + } + + static void setSearchArgument(Reader.Options options, + List types, + Configuration conf, + boolean isOriginal) { + int rootColumn = getRootColumn(isOriginal); + String serializedPushdown = conf.get(TableScanDesc.FILTER_EXPR_CONF_STR); + String sargPushdown = conf.get(SARG_PUSHDOWN); + String columnNamesString = + conf.get(ColumnProjectionUtils.READ_COLUMN_NAMES_CONF_STR); + if ((sargPushdown == null && serializedPushdown == null) + || columnNamesString == null) { + LOG.debug("No ORC pushdown predicate"); + options.searchArgument(null, null); + } else { + SearchArgument sarg; + if (serializedPushdown != null) { + sarg = SearchArgumentFactory.create + (Utilities.deserializeExpression(serializedPushdown)); + } else { + sarg = SearchArgumentFactory.create(sargPushdown); + } + LOG.info("ORC pushdown predicate: " + sarg); + String[] neededColumnNames = columnNamesString.split(","); + String[] columnNames = new String[types.size() - rootColumn]; + boolean[] includedColumns = options.getInclude(); + int i = 0; + for(int columnId: types.get(rootColumn).getSubtypesList()) { + if (includedColumns == null || includedColumns[columnId - rootColumn]) { + // this is guaranteed to be positive because types only have children + // ids greater than their own id. + columnNames[columnId - rootColumn] = neededColumnNames[i++]; + } + } + options.searchArgument(sarg, columnNames); + } + } + + /** + * Get the list of input {@link Path}s for the map-reduce job. + * + * @param conf The configuration of the job + * @return the list of input {@link Path}s for the map-reduce job. + */ + static Path[] getInputPaths(Configuration conf) throws IOException { + String dirs = conf.get("mapred.input.dir"); + if (dirs == null) { + throw new IOException("Configuration mapred.input.dir is not defined."); + } + String [] list = StringUtils.split(dirs); + Path[] result = new Path[list.length]; + for (int i = 0; i < list.length; i++) { + result[i] = new Path(StringUtils.unEscapeString(list[i])); + } + return result; + } + + static List generateSplitsInfo(Configuration conf) + throws IOException { + // use threads to resolve directories into splits + Context context = new Context(conf); + for(Path dir: getInputPaths(conf)) { + FileSystem fs = dir.getFileSystem(conf); + context.schedule(new FileGenerator(context, fs, dir)); + } + context.waitForTasks(); + // deal with exceptions + if (!context.errors.isEmpty()) { + List errors = + new ArrayList(context.errors.size()); + for(Throwable th: context.errors) { + if (th instanceof IOException) { + errors.add((IOException) th); + } else { + throw new RuntimeException("serious problem", th); + } + } + throw new InvalidInputException(errors); + } + if (context.cacheStripeDetails) { + LOG.info("FooterCacheHitRatio: " + context.cacheHitCounter.get() + "/" + + context.numFilesCounter.get()); + } + return context.splits; + } + + static Path findOriginalBucket(FileSystem fs, + Path directory, + int bucket) throws IOException { + for(FileStatus stat: fs.listStatus(directory)) { + String name = stat.getPath().getName(); + String numberPart = name.substring(0, name.indexOf('_')); + if (org.apache.commons.lang3.StringUtils.isNumeric(numberPart) && + Integer.parseInt(numberPart) == bucket) { + return stat.getPath(); + } + } + throw new IllegalArgumentException("Can't find bucket " + bucket + " in " + + directory); + } + + @Override + public boolean shouldSkipCombine(Path path, + Configuration conf) throws IOException { + return (conf.get(AcidUtils.CONF_ACID_KEY) != null) || AcidUtils.isAcid(path, conf); + } + + @Override + public boolean validateInput(FileSystem fs, HiveConf conf, + ArrayList files + ) throws IOException { + + if (Utilities.isVectorMode(conf)) { + return new VectorizedOrcInputFormat().validateInput(fs, conf, files); + } + + if (files.size() <= 0) { + return false; + } + for (FileStatus file : files) { + try { + OrcFile.createReader(file.getPath(), + OrcFile.readerOptions(conf).filesystem(fs)); + } catch (IOException e) { + return false; + } + } + return true; + } + + @Override + public InputSplit[] getSplits(JobConf job, + int numSplits) throws IOException { + perfLogger.PerfLogBegin(CLASS_NAME, PerfLogger.ORC_GET_SPLITS); + List result = generateSplitsInfo(job); + perfLogger.PerfLogEnd(CLASS_NAME, PerfLogger.ORC_GET_SPLITS); + return result.toArray(new InputSplit[result.size()]); + } + + @SuppressWarnings("unchecked") + private org.apache.hadoop.mapred.RecordReader + createVectorizedReader(InputSplit split, JobConf conf, Reporter reporter + ) throws IOException { + return (org.apache.hadoop.mapred.RecordReader) + new VectorizedOrcInputFormat().getRecordReader(split, conf, reporter); + } + + @Override + public org.apache.hadoop.mapred.RecordReader + getRecordReader(InputSplit inputSplit, JobConf conf, + Reporter reporter) throws IOException { + boolean vectorMode = Utilities.isVectorMode(conf); + + // if HiveCombineInputFormat gives us FileSplits instead of OrcSplits, + // we know it is not ACID. (see a check in CombineHiveInputFormat.getSplits() that assures this) + if (inputSplit.getClass() == FileSplit.class) { + if (vectorMode) { + return createVectorizedReader(inputSplit, conf, reporter); + } + return new OrcRecordReader(OrcFile.createReader( + ((FileSplit) inputSplit).getPath(), + OrcFile.readerOptions(conf)), conf, (FileSplit) inputSplit); + } + + OrcSplit split = (OrcSplit) inputSplit; + reporter.setStatus(inputSplit.toString()); + + Options options = new Options(conf).reporter(reporter); + final RowReader inner = getReader(inputSplit, options); + + + /*Even though there are no delta files, we still need to produce row ids so that an + * UPDATE or DELETE statement would work on a table which didn't have any previous updates*/ + if (split.isOriginal() && split.getDeltas().isEmpty()) { + if (vectorMode) { + return createVectorizedReader(inputSplit, conf, reporter); + } else { + return new NullKeyRecordReader(inner, conf); + } + } + + if (vectorMode) { + return (org.apache.hadoop.mapred.RecordReader) + new VectorizedOrcAcidRowReader(inner, conf, (FileSplit) inputSplit); + } + return new NullKeyRecordReader(inner, conf); + } + + @Override + public RowReader getReader(InputSplit inputSplit, + Options options) throws IOException { + final OrcSplit split = (OrcSplit) inputSplit; + final Path path = split.getPath(); + Path root; + if (split.hasBase()) { + if (split.isOriginal()) { + root = path.getParent(); + } else { + root = path.getParent().getParent(); + } + } else { + root = path; + } + final Path[] deltas = AcidUtils.deserializeDeltas(root, split.getDeltas()); + final Configuration conf = options.getConfiguration(); + final Reader reader; + final int bucket; + Reader.Options readOptions = new Reader.Options(); + readOptions.range(split.getStart(), split.getLength()); + if (split.hasBase()) { + bucket = AcidUtils.parseBaseBucketFilename(split.getPath(), conf) + .getBucket(); + reader = OrcFile.createReader(path, OrcFile.readerOptions(conf)); + final List types = reader.getTypes(); + setIncludedColumns(readOptions, types, conf, split.isOriginal()); + setSearchArgument(readOptions, types, conf, split.isOriginal()); + } else { + bucket = (int) split.getStart(); + reader = null; + } + String txnString = conf.get(ValidTxnList.VALID_TXNS_KEY, + Long.MAX_VALUE + ":"); + ValidTxnList validTxnList = new ValidReadTxnList(txnString); + final OrcRawRecordMerger records = + new OrcRawRecordMerger(conf, true, reader, split.isOriginal(), bucket, + validTxnList, readOptions, deltas); + return new RowReader() { + OrcStruct innerRecord = records.createValue(); + + @Override + public ObjectInspector getObjectInspector() { + return ((StructObjectInspector) records.getObjectInspector()) + .getAllStructFieldRefs().get(OrcRecordUpdater.ROW) + .getFieldObjectInspector(); + } + + @Override + public boolean next(RecordIdentifier recordIdentifier, + OrcStruct orcStruct) throws IOException { + boolean result; + // filter out the deleted records + do { + result = records.next(recordIdentifier, innerRecord); + } while (result && + OrcRecordUpdater.getOperation(innerRecord) == + OrcRecordUpdater.DELETE_OPERATION); + if (result) { + // swap the fields with the passed in orcStruct + orcStruct.linkFields(OrcRecordUpdater.getRow(innerRecord)); + } + return result; + } + + @Override + public RecordIdentifier createKey() { + return records.createKey(); + } + + @Override + public OrcStruct createValue() { + return new OrcStruct(records.getColumns()); + } + + @Override + public long getPos() throws IOException { + return records.getPos(); + } + + @Override + public void close() throws IOException { + records.close(); + } + + @Override + public float getProgress() throws IOException { + return records.getProgress(); + } + }; + } + + @Override + public RawReader getRawReader(Configuration conf, + boolean collapseEvents, + int bucket, + ValidTxnList validTxnList, + Path baseDirectory, + Path[] deltaDirectory + ) throws IOException { + Reader reader = null; + boolean isOriginal = false; + if (baseDirectory != null) { + Path bucketFile; + if (baseDirectory.getName().startsWith(AcidUtils.BASE_PREFIX)) { + bucketFile = AcidUtils.createBucketFile(baseDirectory, bucket); + } else { + isOriginal = true; + bucketFile = findOriginalBucket(baseDirectory.getFileSystem(conf), + baseDirectory, bucket); + } + reader = OrcFile.createReader(bucketFile, OrcFile.readerOptions(conf)); + } + return new OrcRawRecordMerger(conf, collapseEvents, reader, isOriginal, + bucket, validTxnList, new Reader.Options(), deltaDirectory); + } + + private static class OrcRecordReader + implements org.apache.hadoop.mapred.RecordReader, + StatsProvidingRecordReader { + private final RecordReader reader; + private final long offset; + private final long length; + private final int numColumns; + private final Reader file; + private final SerDeStats stats; + private float progress = 0.0f; + + + OrcRecordReader(Reader file, Configuration conf, + FileSplit split) throws IOException { + List types = file.getTypes(); + this.file = file; + numColumns = (types.size() == 0) ? 0 : types.get(0).getSubtypesCount(); + this.offset = split.getStart(); + this.length = split.getLength(); + this.reader = createReaderFromFile(file, conf, offset, length); + this.stats = new SerDeStats(); + } + + @Override + public boolean next(NullWritable key, OrcStruct value) throws IOException { + if (reader.hasNext()) { + reader.next(value); + progress = reader.getProgress(); + return true; + } else { + return false; + } + } + + @Override + public NullWritable createKey() { + return NullWritable.get(); + } + + @Override + public OrcStruct createValue() { + return new OrcStruct(numColumns); + } + + @Override + public long getPos() throws IOException { + return offset + (long) (progress * length); + } + + @Override + public void close() throws IOException { + reader.close(); + } + + @Override + public float getProgress() throws IOException { + return progress; + } + + @Override + public SerDeStats getStats() { + stats.setRawDataSize(file.getRawDataSize()); + stats.setRowCount(file.getNumberOfRows()); + return stats; + } + } + + /** + * The global information about the split generation that we pass around to + * the different worker threads. + */ + static class Context { + private static Cache footerCache; + private final Configuration conf; + private final ExecutorService threadPool; + private final List splits = + new ArrayList(10000); + private final int numBuckets; + private final List errors = new ArrayList(); + private final long maxSize; + private final long minSize; + private final boolean footerInSplits; + private final boolean cacheStripeDetails; + private final AtomicInteger cacheHitCounter = new AtomicInteger(0); + private final AtomicInteger numFilesCounter = new AtomicInteger(0); + private Throwable fatalError = null; + private ValidTxnList transactionList; + + /** + * A count of the number of threads that may create more work for the + * thread pool. + */ + private int schedulers = 0; + + Context(Configuration conf) { + this.conf = conf; + minSize = conf.getLong(MIN_SPLIT_SIZE, DEFAULT_MIN_SPLIT_SIZE); + maxSize = conf.getLong(MAX_SPLIT_SIZE, DEFAULT_MAX_SPLIT_SIZE); + footerInSplits = HiveConf.getBoolVar(conf, + ConfVars.HIVE_ORC_INCLUDE_FILE_FOOTER_IN_SPLITS); + numBuckets = + Math.max(conf.getInt(hive_metastoreConstants.BUCKET_COUNT, 0), 0); + LOG.debug("Number of buckets specified by conf file is " + numBuckets); + int cacheStripeDetailsSize = HiveConf.getIntVar(conf, + ConfVars.HIVE_ORC_CACHE_STRIPE_DETAILS_SIZE); + int numThreads = HiveConf.getIntVar(conf, + ConfVars.HIVE_ORC_COMPUTE_SPLITS_NUM_THREADS); + + cacheStripeDetails = (cacheStripeDetailsSize > 0); + + threadPool = Executors.newFixedThreadPool(numThreads, + new ThreadFactoryBuilder().setDaemon(true) + .setNameFormat("ORC_GET_SPLITS #%d").build()); + + synchronized (Context.class) { + if (footerCache == null && cacheStripeDetails) { + footerCache = CacheBuilder.newBuilder().concurrencyLevel(numThreads) + .initialCapacity(cacheStripeDetailsSize).softValues().build(); + } + } + String value = conf.get(ValidTxnList.VALID_TXNS_KEY, + Long.MAX_VALUE + ":"); + transactionList = new ValidReadTxnList(value); + } + + int getSchedulers() { + return schedulers; + } + + /** + * Get the Nth split. + * @param index if index >= 0, count from the front, otherwise count from + * the back. + * @return the Nth file split + */ + OrcSplit getResult(int index) { + if (index >= 0) { + return splits.get(index); + } else { + return splits.get(splits.size() + index); + } + } + + List getErrors() { + return errors; + } + + /** + * Add a unit of work. + * @param runnable the object to run + */ + synchronized void schedule(Runnable runnable) { + if (fatalError == null) { + if (runnable instanceof FileGenerator || + runnable instanceof SplitGenerator) { + schedulers += 1; + } + threadPool.execute(runnable); + } else { + throw new RuntimeException("serious problem", fatalError); + } + } + + /** + * Mark a worker that may generate more work as done. + */ + synchronized void decrementSchedulers() { + schedulers -= 1; + if (schedulers == 0) { + notify(); + } + } + + synchronized void notifyOnNonIOException(Throwable th) { + fatalError = th; + notify(); + } + + /** + * Wait until all of the tasks are done. It waits until all of the + * threads that may create more work are done and then shuts down the + * thread pool and waits for the final threads to finish. + */ + synchronized void waitForTasks() { + try { + while (schedulers != 0) { + wait(); + if (fatalError != null) { + threadPool.shutdownNow(); + throw new RuntimeException("serious problem", fatalError); + } + } + threadPool.shutdown(); + threadPool.awaitTermination(Long.MAX_VALUE, TimeUnit.DAYS); + } catch (InterruptedException ie) { + throw new IllegalStateException("interrupted", ie); + } + } + } + + /** + * Given a directory, get the list of files and blocks in those files. + * A thread is used for each directory. + */ + static final class FileGenerator implements Runnable { + private final Context context; + private final FileSystem fs; + private final Path dir; + + FileGenerator(Context context, FileSystem fs, Path dir) { + this.context = context; + this.fs = fs; + this.dir = dir; + } + + private void scheduleSplits(FileStatus file, + boolean isOriginal, + boolean hasBase, + List deltas) throws IOException{ + FileInfo info = null; + if (context.cacheStripeDetails) { + info = verifyCachedFileInfo(file); + } + new SplitGenerator(context, fs, file, info, isOriginal, deltas, + hasBase).schedule(); + } + + /** + * For each path, get the list of files and blocks that they consist of. + */ + @Override + public void run() { + try { + AcidUtils.Directory dirInfo = AcidUtils.getAcidState(dir, + context.conf, context.transactionList); + List deltas = + AcidUtils.serializeDeltas(dirInfo.getCurrentDirectories()); + Path base = dirInfo.getBaseDirectory(); + List original = dirInfo.getOriginalFiles(); + + boolean[] covered = new boolean[context.numBuckets]; + boolean isOriginal = base == null; + + // if we have a base to work from + if (base != null || !original.isEmpty()) { + + // find the base files (original or new style) + List children = original; + if (base != null) { + children = SHIMS.listLocatedStatus(fs, base, + AcidUtils.hiddenFileFilter); + } + + // for each child, schedule splits and mark off the bucket + for(FileStatus child: children) { + //update by tudou on 20200529, redmine = http://redmine.prod.dtstack.cn/issues/26286 + // make sure the file length on HDFS > 0(is not empty), otherwise an IndexOutOfBoundsException will be thrown in org.apache.hadoop.hive.ql.io.orc.ReaderImpl.extractMetaInfoFromFooter:362 + if(child.getLen() > 0){ + AcidOutputFormat.Options opts = AcidUtils.parseBaseBucketFilename + (child.getPath(), context.conf); + scheduleSplits(child, isOriginal, true, deltas); + int b = opts.getBucket(); + // If the bucket is in the valid range, mark it as covered. + // I wish Hive actually enforced bucketing all of the time. + if (b >= 0 && b < covered.length) { + covered[b] = true; + } + } + } + } + + // Generate a split for any buckets that weren't covered. + // This happens in the case where a bucket just has deltas and no + // base. + if (!deltas.isEmpty()) { + for (int b = 0; b < context.numBuckets; ++b) { + if (!covered[b]) { + synchronized (context.splits) { + context.splits.add(new OrcSplit(dir, b, 0, new String[0], null, + false, false, deltas)); + } + } + } + } + } catch (Throwable th) { + if (!(th instanceof IOException)) { + LOG.error("Unexpected Exception", th); + } + synchronized (context.errors) { + context.errors.add(th); + } + if (!(th instanceof IOException)) { + context.notifyOnNonIOException(th); + } + } finally { + context.decrementSchedulers(); + } + } + + private FileInfo verifyCachedFileInfo(FileStatus file) { + context.numFilesCounter.incrementAndGet(); + FileInfo fileInfo = Context.footerCache.getIfPresent(file.getPath()); + if (fileInfo != null) { + if (LOG.isDebugEnabled()) { + LOG.debug("Info cached for path: " + file.getPath()); + } + if (fileInfo.modificationTime == file.getModificationTime() && + fileInfo.size == file.getLen()) { + // Cached copy is valid + context.cacheHitCounter.incrementAndGet(); + return fileInfo; + } else { + // Invalidate + Context.footerCache.invalidate(file.getPath()); + if (LOG.isDebugEnabled()) { + LOG.debug("Meta-Info for : " + file.getPath() + + " changed. CachedModificationTime: " + + fileInfo.modificationTime + ", CurrentModificationTime: " + + file.getModificationTime() + + ", CachedLength: " + fileInfo.size + ", CurrentLength: " + + file.getLen()); + } + } + } else { + if (LOG.isDebugEnabled()) { + LOG.debug("Info not cached for path: " + file.getPath()); + } + } + return null; + } + } + + /** + * Split the stripes of a given file into input splits. + * A thread is used for each file. + */ + static final class SplitGenerator implements Runnable { + private final Context context; + private final FileSystem fs; + private final FileStatus file; + private final long blockSize; + private final TreeMap locations; + private final FileInfo fileInfo; + private final boolean isOriginal; + private final List deltas; + private final boolean hasBase; + private List stripes; + private ReaderImpl.FileMetaInfo fileMetaInfo; + private Metadata metadata; + private List types; + private OrcFile.WriterVersion writerVersion; + + SplitGenerator(Context context, FileSystem fs, + FileStatus file, FileInfo fileInfo, + boolean isOriginal, + List deltas, + boolean hasBase) throws IOException { + this.context = context; + this.fs = fs; + this.file = file; + this.blockSize = file.getBlockSize(); + this.fileInfo = fileInfo; + locations = SHIMS.getLocationsWithOffset(fs, file); + this.isOriginal = isOriginal; + this.deltas = deltas; + this.hasBase = hasBase; + } + + /** + * Compute the number of bytes that overlap between the two ranges. + * @param offset1 start of range1 + * @param length1 length of range1 + * @param offset2 start of range2 + * @param length2 length of range2 + * @return the number of bytes in the overlap range + */ + static long getOverlap(long offset1, long length1, + long offset2, long length2) { + long end1 = offset1 + length1; + long end2 = offset2 + length2; + if (end2 <= offset1 || end1 <= offset2) { + return 0; + } else { + return Math.min(end1, end2) - Math.max(offset1, offset2); + } + } + + Path getPath() { + return file.getPath(); + } + + void schedule() throws IOException { + if(locations.size() == 1 && file.getLen() < context.maxSize) { + String[] hosts = locations.firstEntry().getValue().getHosts(); + synchronized (context.splits) { + context.splits.add(new OrcSplit(file.getPath(), 0, file.getLen(), + hosts, fileMetaInfo, isOriginal, hasBase, deltas)); + } + } else { + // if it requires a compute task + context.schedule(this); + } + } + + @Override + public String toString() { + return "splitter(" + file.getPath() + ")"; + } + + /** + * Create an input split over the given range of bytes. The location of the + * split is based on where the majority of the byte are coming from. ORC + * files are unlikely to have splits that cross between blocks because they + * are written with large block sizes. + * @param offset the start of the split + * @param length the length of the split + * @param fileMetaInfo file metadata from footer and postscript + * @throws IOException + */ + void createSplit(long offset, long length, + ReaderImpl.FileMetaInfo fileMetaInfo) throws IOException { + String[] hosts; + Map.Entry startEntry = locations.floorEntry(offset); + BlockLocation start = startEntry.getValue(); + if (offset + length <= start.getOffset() + start.getLength()) { + // handle the single block case + hosts = start.getHosts(); + } else { + Map.Entry endEntry = locations.floorEntry(offset + length); + BlockLocation end = endEntry.getValue(); + //get the submap + NavigableMap navigableMap = locations.subMap(startEntry.getKey(), + true, endEntry.getKey(), true); + // Calculate the number of bytes in the split that are local to each + // host. + Map sizes = new HashMap(); + long maxSize = 0; + for (BlockLocation block : navigableMap.values()) { + long overlap = getOverlap(offset, length, block.getOffset(), + block.getLength()); + if (overlap > 0) { + for(String host: block.getHosts()) { + LongWritable val = sizes.get(host); + if (val == null) { + val = new LongWritable(); + sizes.put(host, val); + } + val.set(val.get() + overlap); + maxSize = Math.max(maxSize, val.get()); + } + } else { + throw new IOException("File " + file.getPath().toString() + + " should have had overlap on block starting at " + block.getOffset()); + } + } + // filter the list of locations to those that have at least 80% of the + // max + long threshold = (long) (maxSize * MIN_INCLUDED_LOCATION); + List hostList = new ArrayList(); + // build the locations in a predictable order to simplify testing + for(BlockLocation block: navigableMap.values()) { + for(String host: block.getHosts()) { + if (sizes.containsKey(host)) { + if (sizes.get(host).get() >= threshold) { + hostList.add(host); + } + sizes.remove(host); + } + } + } + hosts = new String[hostList.size()]; + hostList.toArray(hosts); + } + synchronized (context.splits) { + context.splits.add(new OrcSplit(file.getPath(), offset, length, + hosts, fileMetaInfo, isOriginal, hasBase, deltas)); + } + } + + /** + * Divide the adjacent stripes in the file into input splits based on the + * block size and the configured minimum and maximum sizes. + */ + @Override + public void run() { + try { + populateAndCacheStripeDetails(); + + // figure out which stripes we need to read + boolean[] includeStripe = null; + // we can't eliminate stripes if there are deltas because the + // deltas may change the rows making them match the predicate. + if (deltas.isEmpty()) { + Reader.Options options = new Reader.Options(); + setIncludedColumns(options, types, context.conf, isOriginal); + setSearchArgument(options, types, context.conf, isOriginal); + // only do split pruning if HIVE-8732 has been fixed in the writer + if (options.getSearchArgument() != null && + writerVersion != OrcFile.WriterVersion.ORIGINAL) { + SearchArgument sarg = options.getSearchArgument(); + List sargLeaves = sarg.getLeaves(); + List stripeStats = metadata.getStripeStatistics(); + int[] filterColumns = RecordReaderImpl.mapSargColumns(sargLeaves, + options.getColumnNames(), getRootColumn(isOriginal)); + + if (stripeStats != null) { + // eliminate stripes that doesn't satisfy the predicate condition + includeStripe = new boolean[stripes.size()]; + for(int i=0; i < stripes.size(); ++i) { + includeStripe[i] = (i >= stripeStats.size()) || + isStripeSatisfyPredicate(stripeStats.get(i), sarg, + filterColumns); + if (LOG.isDebugEnabled() && !includeStripe[i]) { + LOG.debug("Eliminating ORC stripe-" + i + " of file '" + + file.getPath() + "' as it did not satisfy " + + "predicate condition."); + } + } + } + } + } + + // if we didn't have predicate pushdown, read everything + if (includeStripe == null) { + includeStripe = new boolean[stripes.size()]; + Arrays.fill(includeStripe, true); + } + + long currentOffset = -1; + long currentLength = 0; + int idx = -1; + for(StripeInformation stripe: stripes) { + idx++; + + if (!includeStripe[idx]) { + // create split for the previous unfinished stripe + if (currentOffset != -1) { + createSplit(currentOffset, currentLength, fileMetaInfo); + currentOffset = -1; + } + continue; + } + + // if we are working on a stripe, over the min stripe size, and + // crossed a block boundary, cut the input split here. + if (currentOffset != -1 && currentLength > context.minSize && + (currentOffset / blockSize != stripe.getOffset() / blockSize)) { + createSplit(currentOffset, currentLength, fileMetaInfo); + currentOffset = -1; + } + // if we aren't building a split, start a new one. + if (currentOffset == -1) { + currentOffset = stripe.getOffset(); + currentLength = stripe.getLength(); + } else { + currentLength = + (stripe.getOffset() + stripe.getLength()) - currentOffset; + } + if (currentLength >= context.maxSize) { + createSplit(currentOffset, currentLength, fileMetaInfo); + currentOffset = -1; + } + } + if (currentOffset != -1) { + createSplit(currentOffset, currentLength, fileMetaInfo); + } + } catch (Throwable th) { + if (!(th instanceof IOException)) { + LOG.error("Unexpected Exception", th); + } + synchronized (context.errors) { + context.errors.add(th); + } + if (!(th instanceof IOException)) { + context.notifyOnNonIOException(th); + } + } finally { + context.decrementSchedulers(); + } + } + + private void populateAndCacheStripeDetails() { + try { + Reader orcReader; + if (fileInfo != null) { + stripes = fileInfo.stripeInfos; + fileMetaInfo = fileInfo.fileMetaInfo; + metadata = fileInfo.metadata; + types = fileInfo.types; + writerVersion = fileInfo.writerVersion; + // For multiple runs, in case sendSplitsInFooter changes + if (fileMetaInfo == null && context.footerInSplits) { + orcReader = OrcFile.createReader(file.getPath(), + OrcFile.readerOptions(context.conf).filesystem(fs)); + fileInfo.fileMetaInfo = ((ReaderImpl) orcReader).getFileMetaInfo(); + fileInfo.metadata = orcReader.getMetadata(); + fileInfo.types = orcReader.getTypes(); + fileInfo.writerVersion = orcReader.getWriterVersion(); + } + } else { + orcReader = OrcFile.createReader(file.getPath(), + OrcFile.readerOptions(context.conf).filesystem(fs)); + stripes = orcReader.getStripes(); + metadata = orcReader.getMetadata(); + types = orcReader.getTypes(); + writerVersion = orcReader.getWriterVersion(); + fileMetaInfo = context.footerInSplits ? + ((ReaderImpl) orcReader).getFileMetaInfo() : null; + if (context.cacheStripeDetails) { + // Populate into cache. + Context.footerCache.put(file.getPath(), + new FileInfo(file.getModificationTime(), file.getLen(), stripes, + metadata, types, fileMetaInfo, writerVersion)); + } + } + } catch (Throwable th) { + if (!(th instanceof IOException)) { + LOG.error("Unexpected Exception", th); + } + synchronized (context.errors) { + context.errors.add(th); + } + if (!(th instanceof IOException)) { + context.notifyOnNonIOException(th); + } + } + } + + private boolean isStripeSatisfyPredicate(StripeStatistics stripeStatistics, + SearchArgument sarg, + int[] filterColumns) { + List predLeaves = sarg.getLeaves(); + TruthValue[] truthValues = new TruthValue[predLeaves.size()]; + for (int pred = 0; pred < truthValues.length; pred++) { + if (filterColumns[pred] != -1) { + + // column statistics at index 0 contains only the number of rows + ColumnStatistics stats = stripeStatistics.getColumnStatistics()[filterColumns[pred]]; + truthValues[pred] = RecordReaderImpl.evaluatePredicate(stats, predLeaves.get(pred)); + } else { + + // parition column case. + // partition filter will be evaluated by partition pruner so + // we will not evaluate partition filter here. + truthValues[pred] = TruthValue.YES_NO_NULL; + } + } + return sarg.evaluate(truthValues).isNeeded(); + } + } + + /** + * FileInfo. + * + * Stores information relevant to split generation for an ORC File. + * + */ + private static class FileInfo { + long modificationTime; + long size; + List stripeInfos; + ReaderImpl.FileMetaInfo fileMetaInfo; + Metadata metadata; + List types; + private OrcFile.WriterVersion writerVersion; + + + FileInfo(long modificationTime, long size, + List stripeInfos, + Metadata metadata, List types, + ReaderImpl.FileMetaInfo fileMetaInfo, + OrcFile.WriterVersion writerVersion) { + this.modificationTime = modificationTime; + this.size = size; + this.stripeInfos = stripeInfos; + this.fileMetaInfo = fileMetaInfo; + this.metadata = metadata; + this.types = types; + this.writerVersion = writerVersion; + } + } + + /** + * Return a RecordReader that is compatible with the Hive 0.12 reader + * with NullWritable for the key instead of RecordIdentifier. + */ + public static final class NullKeyRecordReader implements AcidRecordReader { + private final RecordIdentifier id; + private final RowReader inner; + + private NullKeyRecordReader(RowReader inner, Configuration conf) { + this.inner = inner; + id = inner.createKey(); + } + + public RecordIdentifier getRecordIdentifier() { + return id; + } + + @Override + public boolean next(NullWritable nullWritable, + OrcStruct orcStruct) throws IOException { + return inner.next(id, orcStruct); + } + + @Override + public NullWritable createKey() { + return NullWritable.get(); + } + + @Override + public OrcStruct createValue() { + return inner.createValue(); + } + + @Override + public long getPos() throws IOException { + return inner.getPos(); + } + + @Override + public void close() throws IOException { + inner.close(); + } + + @Override + public float getProgress() throws IOException { + return inner.getProgress(); + } + } + + +} diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/test/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormatTest.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/test/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormatTest.java new file mode 100644 index 0000000000..6df5ceb002 --- /dev/null +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/test/com/dtstack/flinkx/hdfs/reader/HdfsOrcInputFormatTest.java @@ -0,0 +1,22 @@ +package com.dtstack.flinkx.hdfs.reader; + +import org.junit.Assert; +import org.junit.Test; + +import java.util.List; + +/** + * @author jiangbo + * @date 2020/3/16 + */ +public class HdfsOrcInputFormatTest { + + @Test + public void testParseColumnAndType() { + HdfsOrcInputFormat hdfsOrcInputFormat = new HdfsOrcInputFormat(); + + String struct = "int,float(10,2),char(12)"; + List result = hdfsOrcInputFormat.parseColumnAndType(struct); + Assert.assertEquals(result.size(), 3); + } +} \ No newline at end of file diff --git a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml index 89f059b99d..ff3e37a7d6 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml @@ -98,6 +98,16 @@ under the License. + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java index 38ff34f667..f611487af5 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java @@ -43,6 +43,8 @@ */ public abstract class BaseHdfsOutputFormat extends BaseFileOutputFormat { + private static final int FILE_NAME_PART_SIZE = 3; + protected int rowGroupSize; protected FileSystem fs; @@ -66,14 +68,29 @@ public abstract class BaseHdfsOutputFormat extends BaseFileOutputFormat { protected Configuration conf; + protected boolean enableDictionary; + protected transient Map decimalColInfo; @Override protected void openInternal(int taskNumber, int numTasks) throws IOException { + // 这里休眠一段时间是为了避免reader和writer或者多个任务在同一个taskmanager里同时认证kerberos + if (FileSystemUtil.isOpenKerberos(hadoopConfig)) { + sleepRandomTime(); + } + initColIndices(); super.openInternal(taskNumber, numTasks); } + private void sleepRandomTime() { + try { + Thread.sleep(5000L + (long)(10000 * Math.random())); + } catch (Exception exception) { + LOG.warn("", exception); + } + } + @Override protected void checkOutputDir() { try{ @@ -120,7 +137,7 @@ protected void waitForActionFinishedBeforeWrite() { n++; } } catch (Exception e){ - + LOG.warn("Call method waitForActionFinishedBeforeWrite error", e); } } @@ -142,7 +159,7 @@ public boolean accept(Path path) { } String[] splits = fileName.split("\\."); - if (splits.length == 3) { + if (splits.length == FILE_NAME_PART_SIZE) { return Integer.parseInt(splits[2]) > fileIndex; } @@ -308,4 +325,8 @@ protected void moveAllTemporaryDataFileToDirectory() throws IOException { } } + @Override + protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("HdfsWriter"); + } } diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java index 90f84054d5..a112570a66 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java @@ -34,7 +34,11 @@ import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector; import org.apache.hadoop.io.BytesWritable; import org.apache.hadoop.io.NullWritable; -import org.apache.hadoop.io.compress.*; +import org.apache.hadoop.io.compress.BZip2Codec; +import org.apache.hadoop.io.compress.DefaultCodec; +import org.apache.hadoop.io.compress.GzipCodec; +import org.apache.hadoop.io.compress.Lz4Codec; +import org.apache.hadoop.io.compress.SnappyCodec; import org.apache.hadoop.mapred.FileOutputFormat; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.RecordWriter; @@ -213,17 +217,7 @@ private void getData(List recordList, int index, Row row) throws WriteRe recordList.add(Integer.valueOf(rowData)); break; case BIGINT: - if (column instanceof Timestamp){ - column=((Timestamp) column).getTime(); - recordList.add(column); - break; - } - BigInteger data = new BigInteger(rowData); - if (data.compareTo(new BigInteger(String.valueOf(Long.MAX_VALUE))) > 0){ - recordList.add(data); - } else { - recordList.add(Long.valueOf(rowData)); - } + recordList.add(getBigint(column, rowData)); break; case FLOAT: recordList.add(Float.valueOf(rowData)); @@ -232,16 +226,7 @@ private void getData(List recordList, int index, Row row) throws WriteRe recordList.add(Double.valueOf(rowData)); break; case DECIMAL: - ColumnTypeUtil.DecimalInfo decimalInfo = decimalColInfo.get(fullColumnNames.get(index)); - HiveDecimal hiveDecimal = HiveDecimal.create(new BigDecimal(rowData)); - hiveDecimal = HiveDecimal.enforcePrecisionScale(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale()); - if(hiveDecimal == null){ - String msg = String.format("第[%s]个数据数据[%s]precision和scale和元数据不匹配:decimal(%s, %s)", index, decimalInfo.getPrecision(), decimalInfo.getScale(), rowData); - throw new WriteRecordException(msg, new IllegalArgumentException()); - } - - HiveDecimalWritable hiveDecimalWritable = new HiveDecimalWritable(hiveDecimal); - recordList.add(hiveDecimalWritable); + recordList.add(getDecimalWritable(index, rowData)); break; case STRING: case VARCHAR: @@ -270,6 +255,32 @@ private void getData(List recordList, int index, Row row) throws WriteRe } } + private Object getBigint(Object column, String rowData) { + if (column instanceof Timestamp){ + column = ((Timestamp) column).getTime(); + return column; + } + + BigInteger data = new BigInteger(rowData); + if (data.compareTo(new BigInteger(String.valueOf(Long.MAX_VALUE))) > 0){ + return data; + } else { + return Long.valueOf(rowData); + } + } + + private HiveDecimalWritable getDecimalWritable(int index, String rowData) throws WriteRecordException { + ColumnTypeUtil.DecimalInfo decimalInfo = decimalColInfo.get(fullColumnNames.get(index)); + HiveDecimal hiveDecimal = HiveDecimal.create(new BigDecimal(rowData)); + hiveDecimal = HiveDecimal.enforcePrecisionScale(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale()); + if(hiveDecimal == null){ + String msg = String.format("第[%s]个数据数据[%s]precision和scale和元数据不匹配:decimal(%s, %s)", index, decimalInfo.getPrecision(), decimalInfo.getScale(), rowData); + throw new WriteRecordException(msg, new IllegalArgumentException()); + } + + return new HiveDecimalWritable(hiveDecimal); + } + @Override protected String recordConvertDetailErrorMessage(int pos, Row row) { return "\nHdfsOrcOutputFormat [" + jobName + "] writeRecord error: when converting field[" + fullColumnNames.get(pos) + "] in Row(" + row + ")"; diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java index ec30366e16..0d8b40b951 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java @@ -83,6 +83,10 @@ public void setDefaultFs(String defaultFs) { format.defaultFs = defaultFs; } + public void setEnableDictionary(boolean enableDictionary) { + format.enableDictionary = enableDictionary; + } + @Override protected void checkFormat() { super.checkFormat(); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java index 7c4cd0e1fa..2dcb955c74 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java @@ -21,13 +21,13 @@ import com.dtstack.flinkx.enums.ColumnType; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.hdfs.ECompressType; +import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.util.ColumnTypeUtil; import com.dtstack.flinkx.util.DateUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; import org.apache.hadoop.fs.Path; import org.apache.hadoop.hive.common.type.HiveDecimal; -import org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe; import org.apache.hadoop.hive.serde2.io.DateWritable; import org.apache.parquet.column.ParquetProperties; import org.apache.parquet.example.data.Group; @@ -38,12 +38,16 @@ import org.apache.parquet.hadoop.example.GroupWriteSupport; import org.apache.parquet.hadoop.metadata.CompressionCodecName; import org.apache.parquet.io.api.Binary; -import org.apache.parquet.schema.*; +import org.apache.parquet.schema.MessageType; +import org.apache.parquet.schema.OriginalType; +import org.apache.parquet.schema.PrimitiveType; +import org.apache.parquet.schema.Types; import java.io.IOException; import java.math.BigDecimal; import java.sql.Timestamp; -import java.util.*; +import java.util.Date; +import java.util.HashMap; /** * The subclass of HdfsOutputFormat writing parquet files @@ -59,22 +63,8 @@ public class HdfsParquetOutputFormat extends BaseHdfsOutputFormat { private MessageType schema; - private static Calendar cal = Calendar.getInstance(); - - private static final long NANO_SECONDS_PER_DAY = 86400_000_000_000L; - - private static final long JULIAN_EPOCH_OFFSET_DAYS = 2440588; - private static ColumnTypeUtil.DecimalInfo PARQUET_DEFAULT_DECIMAL_INFO = new ColumnTypeUtil.DecimalInfo(10, 0); - static { - try { - cal.setTime(DateUtil.getDateFormatter().parse("1970-01-01")); - } catch (Exception e){ - throw new RuntimeException("Init calendar fail:",e); - } - } - @Override protected void openSource() throws IOException{ super.openSource(); @@ -101,6 +91,7 @@ protected void nextBlock(){ .withCompressionCodec(getCompressType()) .withConf(conf) .withType(schema) + .withDictionaryEncoding(enableDictionary) .withRowGroupSize(rowGroupSize); writer = builder.build(); @@ -162,7 +153,7 @@ public void writeSingleRecordToFile(Row row) throws WriteRecordException { try { for (; i < fullColumnNames.size(); i++) { Object valObj = row.getField(colIndices[i]); - if(valObj == null){ + if(valObj == null || valObj.toString().length() == 0){ continue; } @@ -233,7 +224,7 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ case "boolean" : group.add(colName,Boolean.parseBoolean(val));break; case "timestamp" : Timestamp ts = DateUtil.columnToTimestamp(valObj,null); - byte[] dst = longToByteArray(ts.getTime()); + byte[] dst = HdfsUtil.longToByteArray(ts.getTime()); group.add(colName, Binary.fromConstantByteArray(dst)); break; case "decimal" : @@ -246,7 +237,7 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ throw new WriteRecordException(msg, new IllegalArgumentException()); } - group.add(colName,decimalToBinary(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale())); + group.add(colName, HdfsUtil.decimalToBinary(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale())); break; case "date" : Date date = DateUtil.columnToDate(valObj,null); @@ -256,29 +247,6 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ } } - private Binary decimalToBinary(final HiveDecimal hiveDecimal, int prec,int scale) { - byte[] decimalBytes = hiveDecimal.setScale(scale).unscaledValue().toByteArray(); - - // Estimated number of bytes needed. - int precToBytes = ParquetHiveSerDe.PRECISION_TO_BYTE_COUNT[prec - 1]; - if (precToBytes == decimalBytes.length) { - // No padding needed. - return Binary.fromReusedByteArray(decimalBytes); - } - - byte[] tgt = new byte[precToBytes]; - if (hiveDecimal.signum() == -1) { - // For negative number, initializing bits to 1 - for (int i = 0; i < precToBytes; i++) { - tgt[i] |= 0xFF; - } - } - - // Padding leading zeroes/ones. - System.arraycopy(decimalBytes, 0, tgt, precToBytes - decimalBytes.length, decimalBytes.length); - return Binary.fromReusedByteArray(tgt); - } - @Override protected String recordConvertDetailErrorMessage(int pos, Row row) { return "\nHdfsParquetOutputFormat [" + jobName + "] writeRecord error: when converting field[" + fullColumnNames.get(pos) + "] in Row(" + row + ")"; @@ -292,6 +260,7 @@ protected void closeSource() throws IOException { } private MessageType buildSchema(){ + decimalColInfo = new HashMap<>(16); Types.MessageTypeBuilder typeBuilder = Types.buildMessage(); for (int i = 0; i < fullColumnNames.size(); i++) { String name = fullColumnNames.get(i); @@ -317,10 +286,10 @@ private MessageType buildSchema(){ .as(OriginalType.DECIMAL) .precision(decimalInfo.getPrecision()) .scale(decimalInfo.getScale()) - .length(computeMinBytesForPrecision(decimalInfo.getPrecision())) + .length(HdfsUtil.computeMinBytesForPrecision(decimalInfo.getPrecision())) .named(name); - decimalColInfo = Collections.singletonMap(name, decimalInfo); + decimalColInfo.put(name, decimalInfo); } else { typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BINARY).named(name); } @@ -330,55 +299,4 @@ private MessageType buildSchema(){ return typeBuilder.named("Pair"); } - - private int computeMinBytesForPrecision(int precision){ - int numBytes = 1; - while (Math.pow(2.0, 8 * numBytes - 1) < Math.pow(10.0, precision)) { - numBytes += 1; - } - return numBytes; - } - - private static byte[] longToByteArray(long data){ - long nano = data * 1000_000; - - int julianDays = (int) ((nano / NANO_SECONDS_PER_DAY) + JULIAN_EPOCH_OFFSET_DAYS); - byte[] julianDaysBytes = getBytes(julianDays); - flip(julianDaysBytes); - - long lastDayNanos = nano % NANO_SECONDS_PER_DAY; - byte[] lastDayNanosBytes = getBytes(lastDayNanos); - flip(lastDayNanosBytes); - - byte[] dst = new byte[12]; - - System.arraycopy(lastDayNanosBytes, 0, dst, 0, 8); - System.arraycopy(julianDaysBytes, 0, dst, 8, 4); - - return dst; - } - - private static byte[] getBytes(long i) { - byte[] bytes=new byte[8]; - bytes[0]=(byte)((i >> 56) & 0xFF); - bytes[1]=(byte)((i >> 48) & 0xFF); - bytes[2]=(byte)((i >> 40) & 0xFF); - bytes[3]=(byte)((i >> 32) & 0xFF); - bytes[4]=(byte)((i >> 24) & 0xFF); - bytes[5]=(byte)((i >> 16) & 0xFF); - bytes[6]=(byte)((i >> 8) & 0xFF); - bytes[7]=(byte)(i & 0xFF); - return bytes; - } - - /** - * @param bytes - */ - private static void flip(byte[] bytes) { - for(int i=0,j=bytes.length-1;i writeData(DataStream dataSet) { builder.setRestoreConfig(restoreConfig); builder.setMaxFileSize(maxFileSize); builder.setFlushBlockInterval(flushInterval); + builder.setEnableDictionary(enableDictionary); return createOutput(dataSet, builder.finish()); } diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java index 0de6b79e84..33917f375d 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/TimePartitionFormat.java @@ -29,9 +29,9 @@ public class TimePartitionFormat { - private static final long CONSTANT_TWO_DAY_TIME = 1000 * 60 * 60 * 24 * 2; - private static final long CONSTANT_TWO_HOUR_TIME = 1000 * 60 * 60 * 2; - private static final long CONSTANT_TWO_MINUTE_TIME = 1000 * 60 * 2; + private static final long CONSTANT_TWO_DAY_TIME = 1000 * 60 * 60 * 24 * 2L; + private static final long CONSTANT_TWO_HOUR_TIME = 1000 * 60 * 60 * 2L; + private static final long CONSTANT_TWO_MINUTE_TIME = 1000 * 60 * 2L; private static PartitionEnum partitionEnum; diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AbstractHiveMetadataParser.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AbstractHiveMetadataParser.java index 21cb769d04..10d49b992c 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AbstractHiveMetadataParser.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AbstractHiveMetadataParser.java @@ -25,7 +25,9 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.hive.EStoreType.*; +import static com.dtstack.flinkx.hive.EStoreType.ORC; +import static com.dtstack.flinkx.hive.EStoreType.PARQUET; +import static com.dtstack.flinkx.hive.EStoreType.TEXT; /** * @author jiangbo diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java index 2c36ff3c74..4cb1fc6d09 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveDbUtil.java @@ -21,6 +21,7 @@ import com.dtstack.flinkx.authenticate.KerberosUtil; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.RetryUtil; import com.google.common.collect.Lists; import com.google.common.collect.Maps; import org.apache.commons.collections.MapUtils; @@ -55,6 +56,8 @@ public final class HiveDbUtil { public static final String SQLSTATE_CANNOT_ACQUIRE_CONNECT = "08004"; + public static final int JDBC_PART_SIZE = 2; + public static final String JDBC_REGEX = "[\\?|;|#]"; public static final String KEY_VAL_DELIMITER = "="; public static final String PARAM_DELIMITER = "&"; @@ -103,7 +106,7 @@ private static Connection getConnectionWithKerberos(ConnectionInfo connectionInf String keytabFileName = KerberosUtil.getPrincipalFileName(connectionInfo.getHiveConf()); keytabFileName = KerberosUtil.loadFile(connectionInfo.getHiveConf(), keytabFileName); - String principal = KerberosUtil.findPrincipalFromKeytab(keytabFileName); + String principal = KerberosUtil.getPrincipal(connectionInfo.getHiveConf(), keytabFileName); KerberosUtil.loadKrb5Conf(connectionInfo.getHiveConf()); Configuration conf = FileSystemUtil.getConfiguration(connectionInfo.getHiveConf(), null); @@ -126,7 +129,7 @@ public Connection run(){ private static boolean openKerberos(final String jdbcUrl){ String[] splits = jdbcUrl.split(JDBC_REGEX); - if (splits.length != 2) { + if (splits.length != JDBC_PART_SIZE) { return false; } @@ -232,10 +235,10 @@ private static Connection getHiveConnection(String url, Properties prop) throws url = String.format("jdbc:hive2://%s:%s/%s", host, port, param); Connection connection = DriverManager.getConnection(url, prop); if (StringUtils.isNotEmpty(db)) { - try { - connection.createStatement().execute("use " + db); + try (Statement statement = connection.createStatement()) { + statement.execute("use " + db); } catch (SQLException e) { - if (connection != null) { + if (null != connection) { connection.close(); } diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java index 7e0c0193fa..75209ebdfa 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/HiveUtil.java @@ -28,7 +28,8 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.hive.EStoreType.*; +import static com.dtstack.flinkx.hive.EStoreType.ORC; +import static com.dtstack.flinkx.hive.EStoreType.TEXT; /** * @author toutian @@ -52,26 +53,27 @@ public class HiveUtil { private HiveDbUtil.ConnectionInfo connectionInfo; - enum HiveReleaseVersion{ - /** - * apache hive 1.x - */ - APACHE_1, - - /** - * apache hive 2.x - */ - APACHE_2, - - /** - * cdh hive 1.x - */ - CDH_1, - - /** - * cdh hive 2.x - */ - CDH_2 + public static String getHiveColumnType(String originType) { + originType = originType.trim(); + int indexOfBrackets = originType.indexOf(LEFT_BRACKETS); + if (indexOfBrackets > -1) { + String params = originType.substring(indexOfBrackets); + int index = params.indexOf(","); + int right = Integer.parseInt(params.substring(index+1, params.length()-1).trim()); + if(right == 0){ + int left = Integer.parseInt(params.substring(1, index).trim()); + if(left <= 4){ + return "SMALLINT"; + }else if(left <= 9){ + return "INT"; + }else if(left <= 18){ + return "BIGINT"; + } + } + return "DECIMAL" + params; + } else { + return convertType(originType); + } } public HiveUtil() { @@ -176,70 +178,6 @@ private AbstractHiveMetadataParser getMetadataParser(HiveReleaseVersion hiveVers } } - public HiveReleaseVersion getHiveVersion(Connection connection){ - HiveReleaseVersion version = HiveReleaseVersion.APACHE_2; - try { - ResultSet resultSet = connection.createStatement().executeQuery("select version()"); - if (resultSet.next()) { - String versionMsg = resultSet.getString(1); - if (versionMsg.contains("cdh")){ - // 结果示例：2.1.1-cdh6.3.1 re8d55f408b4f9aa2648bc9e34a8f802d53d6aab3 - if (versionMsg.startsWith("2")) { - version = HiveReleaseVersion.CDH_2; - } else if(versionMsg.startsWith("1")){ - version = HiveReleaseVersion.CDH_1; - } - } else { - // FIXME spark thrift server不支持 version()函数，所以使用默认的版本 - } - } - } catch (Exception ignore) { - } - - return version; - } - - public static String getCreateTableHql(TableInfo tableInfo) { - //不要使用create table if not exist，可能以后会在业务逻辑中判断表是否已经存在 - StringBuilder fieldsb = new StringBuilder("CREATE TABLE %s ("); - for (int i = 0; i < tableInfo.getColumns().size(); i++) { - fieldsb.append(String.format("`%s` %s", tableInfo.getColumns().get(i), tableInfo.getColumnTypes().get(i))); - if (i != tableInfo.getColumns().size() - 1) { - fieldsb.append(","); - } - } - fieldsb.append(") "); - if (!tableInfo.getPartitions().isEmpty()) { - fieldsb.append(" PARTITIONED BY ("); - for (String partitionField : tableInfo.getPartitions()) { - fieldsb.append(String.format("`%s` string", partitionField)); - } - fieldsb.append(") "); - } - if (TEXT.name().equalsIgnoreCase(tableInfo.getStore())) { - fieldsb.append(" ROW FORMAT DELIMITED FIELDS TERMINATED BY '"); - fieldsb.append(tableInfo.getDelimiter()); - fieldsb.append("' LINES TERMINATED BY '\\n' STORED AS TEXTFILE "); - } else if(ORC.name().equalsIgnoreCase(tableInfo.getStore())) { - fieldsb.append(" STORED AS ORC "); - }else{ - fieldsb.append(" STORED AS PARQUET "); - } - return fieldsb.toString(); - } - - public static String getHiveColumnType(String originType) { - originType = originType.trim(); - int indexOfBrackets = originType.indexOf(LEFT_BRACKETS); - if (indexOfBrackets > -1) { - String type = originType.substring(0, indexOfBrackets); - String params = originType.substring(indexOfBrackets); - return convertType(type) + params; - } else { - return convertType(originType); - } - } - private static String convertType(String type) { switch (type.toUpperCase()) { case "BIT": @@ -258,6 +196,8 @@ private static String convertType(String type) { case "INT8": type = "INT"; break; + case "NUMERIC": + case "NUMBER": case "BIGINT": type = "BIGINT"; break; @@ -272,8 +212,6 @@ private static String convertType(String type) { case "BINARY_DOUBLE": type = "DOUBLE"; break; - case "NUMERIC": - case "NUMBER": case "DECIMAL": type = "DECIMAL"; break; @@ -310,4 +248,102 @@ private static String convertType(String type) { } return type; } + + public static String getCreateTableHql(TableInfo tableInfo) { + //不要使用create table if not exist，可能以后会在业务逻辑中判断表是否已经存在 + StringBuilder fieldsb = new StringBuilder("CREATE TABLE %s ("); + for (int i = 0; i < tableInfo.getColumns().size(); i++) { + fieldsb.append(String.format("`%s` %s", tableInfo.getColumns().get(i), tableInfo.getColumnTypes().get(i))); + if (i != tableInfo.getColumns().size() - 1) { + fieldsb.append(","); + } + } + fieldsb.append(") "); + if (!tableInfo.getPartitions().isEmpty()) { + fieldsb.append(" PARTITIONED BY ("); + for (String partitionField : tableInfo.getPartitions()) { + fieldsb.append(String.format("`%s` string", partitionField)); + } + fieldsb.append(") "); + } + if (TEXT.name().equalsIgnoreCase(tableInfo.getStore())) { + fieldsb.append(" ROW FORMAT DELIMITED FIELDS TERMINATED BY '"); + fieldsb.append(tableInfo.getDelimiter()); + fieldsb.append("' LINES TERMINATED BY '\\n' STORED AS TEXTFILE "); + } else if(ORC.name().equalsIgnoreCase(tableInfo.getStore())) { + fieldsb.append(" STORED AS ORC "); + }else{ + fieldsb.append(" STORED AS PARQUET "); + } + return fieldsb.toString(); + } + + public HiveReleaseVersion getHiveVersion(Connection connection){ + HiveReleaseVersion version = HiveReleaseVersion.APACHE_2; + try (ResultSet resultSet = connection.createStatement().executeQuery("select version()")) { + if (resultSet.next()) { + String versionMsg = resultSet.getString(1); + if (versionMsg.contains(HiveReleaseVersion.CDH_1.getName())){ + // 结果示例：2.1.1-cdh6.3.1 re8d55f408b4f9aa2648bc9e34a8f802d53d6aab3 + if (versionMsg.startsWith(HiveReleaseVersion.CDH_2.getVersion())) { + version = HiveReleaseVersion.CDH_2; + } else if(versionMsg.startsWith(HiveReleaseVersion.CDH_1.getVersion())){ + version = HiveReleaseVersion.CDH_1; + } + } else { + //spark thrift server不支持 version()函数，所以使用默认的版本 + } + } + } catch (Exception ignore) { + } + + return version; + } + + enum HiveReleaseVersion{ + /** + * apache hive 1.x + */ + APACHE_1("apache", "1"), + + /** + * apache hive 2.x + */ + APACHE_2("apache", "2"), + + /** + * cdh hive 1.x + */ + CDH_1("cdh", "1"), + + /** + * cdh hive 2.x + */ + CDH_2("cdh", "2"); + + private String name; + + private String version; + + HiveReleaseVersion(String name, String version) { + this.name = name; + this.version = version; + } + + public String getName() { + return name; + } + + public void setName(String name) { + this.name = name; + } + + public String getVersion() { + return version; + } + + public void setVersion(String version) { + this.version = version; + } + } } diff --git a/flinkx-hive/flinkx-hive-core/src/test/java/com/dtstack/flinkx/hive/test/DBUtilTest.java b/flinkx-hive/flinkx-hive-core/src/test/java/com/dtstack/flinkx/hive/test/DBUtilTest.java deleted file mode 100644 index 0b7c2e533d..0000000000 --- a/flinkx-hive/flinkx-hive-core/src/test/java/com/dtstack/flinkx/hive/test/DBUtilTest.java +++ /dev/null @@ -1,64 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - - -package com.dtstack.flinkx.hive.test; - -import com.dtstack.flinkx.hive.util.HiveDbUtil; - -import java.sql.Connection; -import java.sql.ResultSet; -import java.util.HashMap; -import java.util.Map; - -/** - * @author jiangbo - * @date 2019/8/29 - */ -public class DBUtilTest { - - public static void main(String[] args) throws Exception{ - Map sftpConf = new HashMap<>(); - sftpConf.put("host", "172.16.10.79"); - sftpConf.put("port", "22"); - sftpConf.put("username", "root"); - sftpConf.put("password", "abc123"); - - Map hiveConf = new HashMap<>(); - hiveConf.put("hive.server2.authentication.kerberos.principal", "hive/cdh02@HADOOP.COM"); - hiveConf.put("hive.server2.authentication.kerberos.keytab", "D:\\cdh_cluster\\hive.keytab"); - hiveConf.put("java.security.krb5.conf", "D:\\cdh_cluster\\krb5.conf"); - hiveConf.put("useLocalFile", "true"); - hiveConf.put("sftpConf", sftpConf); - hiveConf.put("remoteDir", "/home/sftp/keytab/jiangbo"); - - HiveDbUtil.ConnectionInfo connectionInfo = new HiveDbUtil.ConnectionInfo(); - connectionInfo.setJdbcUrl("jdbc:hive2://172.16.10.75:10000/default;principal=hive/cdh02@HADOOP.COM"); - connectionInfo.setUsername(""); - connectionInfo.setPassword(""); - connectionInfo.setHiveConf(hiveConf); - - Connection connection = HiveDbUtil.getConnection(connectionInfo); - ResultSet rs = connection.createStatement().executeQuery("show tables"); - while (rs.next()) { - System.out.println(rs.getObject(2)); - } - - connection.close(); - } -} diff --git a/flinkx-hive/flinkx-hive-writer/pom.xml b/flinkx-hive/flinkx-hive-writer/pom.xml index 25357e479f..e93421f32a 100644 --- a/flinkx-hive/flinkx-hive-writer/pom.xml +++ b/flinkx-hive/flinkx-hive-writer/pom.xml @@ -92,6 +92,16 @@ under the License. + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java index 217163c261..67731f0503 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java @@ -155,7 +155,7 @@ public FormatState getFormatState() { } private Map flushOutputFormat() { - Map formatStateMap = new HashMap<>(); + Map formatStateMap = new HashMap<>(outputFormats.size()); Iterator> entryIterator = outputFormats.entrySet().iterator(); while (entryIterator.hasNext()) { Map.Entry entry = entryIterator.next(); @@ -178,6 +178,7 @@ private Map flushOutputFormat() { @Override protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("HiveWriter"); } @Override @@ -187,6 +188,11 @@ public void writeRecord(Row row) throws IOException { Map event = null; if (row.getField(0) instanceof Map) { event = (Map) row.getField(0); + + if (null != event && event.containsKey("message")) { + event = MapUtils.getMap(event, "message"); + } + tablePath = PathConverterUtil.regaxByRules(event, tableBasePath, distributeTableMapping); fromLogData = true; } else { @@ -210,11 +216,11 @@ public void writeRecord(Row row) throws IOException { //row包含map嵌套的数据内容和channel， 而rowData是非常简单的纯数据，此处补上数据差额 if (fromLogData && bytesWriteCounter != null) { - bytesWriteCounter.add(row.toString().length() - rowData.toString().length()); + bytesWriteCounter.add((long)row.toString().length() - rowData.toString().length()); } } catch (Exception e) { // 写入产生的脏数据已经由hdfsOutputFormat处理了，这里不用再处理了，只打印日志 - if (numWriteCounter.getLocalValue() % 1000 == 0) { + if (numWriteCounter.getLocalValue() % LOG_PRINT_INTERNAL == 0) { LOG.warn("写入hdfs异常:", e); } } diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java index f8c69886b1..529d8d743b 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java @@ -131,9 +131,12 @@ protected void checkFormat() { if (this.format.tableBasePath == null || this.format.tableBasePath.length() == 0) { throw new IllegalArgumentException("No tableBasePath supplied."); } + if (this.format.tableInfos.isEmpty()){ throw new IllegalArgumentException("No tableInfos supplied."); } + + notSupportBatchWrite("HiveWriter"); } } diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java index 5168b850a6..a3483caaea 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java @@ -19,31 +19,34 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.hive.TableInfo; import com.dtstack.flinkx.hive.TimePartitionFormat; import com.dtstack.flinkx.hive.util.HiveUtil; import com.dtstack.flinkx.writer.BaseDataWriter; import com.dtstack.flinkx.writer.WriteMode; -import com.google.gson.Gson; +import com.google.gson.internal.LinkedTreeMap; +import com.google.gson.reflect.TypeToken; import org.apache.commons.collections.MapUtils; -import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.types.Row; import parquet.hadoop.ParquetWriter; -import java.util.HashMap; -import java.util.List; -import java.util.Map; +import java.util.*; import static com.dtstack.flinkx.hdfs.HdfsConfigKeys.KEY_ROW_GROUP_SIZE; import static com.dtstack.flinkx.hive.HiveConfigKeys.*; +import static com.dtstack.flinkx.util.GsonUtil.GSON; /** * @author toutian */ public class HiveWriter extends BaseDataWriter { + private String readerName; + private String defaultFs; private String fileType; @@ -80,10 +83,9 @@ public class HiveWriter extends BaseDataWriter { private boolean autoCreateTable; - private Gson gson = new Gson(); - public HiveWriter(DataTransferConfig config) { super(config); + readerName = config.getJob().getContent().get(0).getReader().getName(); WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); hadoopConfig = (Map) writerConfig.getParameter().getVal(KEY_HADOOP_CONFIG); defaultFs = writerConfig.getParameter().getStringVal(KEY_DEFAULT_FS); @@ -95,9 +97,9 @@ public HiveWriter(DataTransferConfig config) { partition = writerConfig.getParameter().getStringVal(KEY_PARTITION, "pt"); delimiter = writerConfig.getParameter().getStringVal(KEY_FIELD_DELIMITER, "\u0001"); charSet = writerConfig.getParameter().getStringVal(KEY_CHARSET_NAME); - maxFileSize = writerConfig.getParameter().getLongVal(KEY_MAX_FILE_SIZE, 1024 * 1024 * 1024); + maxFileSize = writerConfig.getParameter().getLongVal(KEY_MAX_FILE_SIZE, ConstantValue.STORE_SIZE_G); compress = writerConfig.getParameter().getStringVal(KEY_COMPRESS); - bufferSize = writerConfig.getParameter().getLongVal(KEY_BUFFER_SIZE, 128 * 1024 * 1024); + bufferSize = writerConfig.getParameter().getLongVal(KEY_BUFFER_SIZE, 128 * ConstantValue.STORE_SIZE_M); rowGroupSize = writerConfig.getParameter().getIntVal(KEY_ROW_GROUP_SIZE, ParquetWriter.DEFAULT_BLOCK_SIZE); mode = writerConfig.getParameter().getStringVal(KEY_WRITE_MODE, WriteMode.APPEND.name()); @@ -120,18 +122,18 @@ public HiveWriter(DataTransferConfig config) { } } + /** + * 分表的映射关系 + * distributeTableMapping 的数据结构为 + * tableInfos的数据结构为 + */ private void formatHiveDistributeInfo(String distributeTable) { - /** - * 分表的映射关系 - * distributeTableMapping 的数据结构为 - * tableInfos的数据结构为 - */ distributeTableMapping = new HashMap<>(32); if (StringUtils.isNotBlank(distributeTable)) { - Map distributeTableMap = gson.fromJson(distributeTable, Map.class); - for (Map.Entry entry : distributeTableMap.entrySet()) { + Map> distributeTableMap = GSON.fromJson(distributeTable, new TypeToken>>(){}.getType()); + for (Map.Entry> entry : distributeTableMap.entrySet()) { String groupName = entry.getKey(); - List groupTables = (List) entry.getValue(); + List groupTables = entry.getValue(); for (String tableName : groupTables) { distributeTableMapping.put(tableName, groupName); } @@ -142,10 +144,12 @@ private void formatHiveDistributeInfo(String distributeTable) { private void formatHiveTableInfo(String tablesColumn) { tableInfos = new HashMap<>(16); if (StringUtils.isNotEmpty(tablesColumn)) { - Map tableColumnMap = gson.fromJson(tablesColumn, Map.class); - for (Map.Entry entry : tableColumnMap.entrySet()) { + Map>> tableColumnMap = GSON.fromJson(tablesColumn, new TypeToken> >>(){}.getType()); + List> extraTableColumnList = getExtraTableColumn(); + for (Map.Entry>> entry : tableColumnMap.entrySet()) { String tableName = entry.getKey(); - List> tableColumns = (List>) entry.getValue(); + List> tableColumns = entry.getValue(); + tableColumns.addAll(extraTableColumnList); TableInfo tableInfo = new TableInfo(tableColumns.size()); tableInfo.addPartition(partition); tableInfo.setDelimiter(delimiter); @@ -162,6 +166,32 @@ private void formatHiveTableInfo(String tablesColumn) { } } + /** + * 增加hive表字段 + */ + @SuppressWarnings("unchecked") + private List> getExtraTableColumn(){ + if(StringUtils.equalsIgnoreCase(readerName, "oraclelogminerreader")){ + List> list = new ArrayList<>(2); + Map opTime = new LinkedTreeMap<>(); + opTime.put("type", "BIGINT"); + opTime.put("key", "opTime"); + opTime.put("comment", ""); + + Map scn = new LinkedTreeMap<>(); + scn.put("type", "BIGINT"); + scn.put("key", "scn"); + scn.put("comment", ""); + + list.add(opTime); + list.add(scn); + + return list; + }else{ + return Collections.EMPTY_LIST; + } + } + @Override public DataStreamSink writeData(DataStream dataSet) { HiveOutputFormatBuilder builder = new HiveOutputFormatBuilder(); diff --git a/flinkx-kafka/flinkx-kafka-reader/pom.xml b/flinkx-kafka/flinkx-kafka-reader/pom.xml index d6cd16c26f..d9a711a6ab 100644 --- a/flinkx-kafka/flinkx-kafka-reader/pom.xml +++ b/flinkx-kafka/flinkx-kafka-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java index 61b483abd0..95016e4956 100644 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java @@ -16,7 +16,7 @@ */ package com.dtstack.flinkx.kafka.reader; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; +import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.kafkabase.reader.IClient; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java index f209be623c..7f4c37f576 100644 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java @@ -15,6 +15,8 @@ * See the License for the specific language governing permissions and * limitations under the License. */ + + package com.dtstack.flinkx.kafka.reader; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; diff --git a/flinkx-kafka/flinkx-kafka-writer/pom.xml b/flinkx-kafka/flinkx-kafka-writer/pom.xml index b62d13da11..dad9361a4f 100644 --- a/flinkx-kafka/flinkx-kafka-writer/pom.xml +++ b/flinkx-kafka/flinkx-kafka-writer/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml index 980db83475..8c3e855d9c 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java index 8ad201b782..9633e6e4ad 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java +++ b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java @@ -16,7 +16,7 @@ */ package com.dtstack.flinkx.kafka09.reader; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; +import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.kafkabase.reader.IClient; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml index cea09d8368..42fb23d6b2 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml index 8fbbdb883d..31467b287f 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java index 69c5747cf0..f0d10d6f13 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java +++ b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java @@ -17,7 +17,7 @@ */ package com.dtstack.flinkx.kafka10.reader; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; +import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.kafkabase.reader.IClient; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml index f28e37fe50..4d86dbb7d0 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml @@ -39,6 +39,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml index 4fa02eb7e5..ae62ee9515 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java index f27889ab25..2e3d2d569f 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java @@ -1,6 +1,6 @@ package com.dtstack.flinkx.kafka11.reader; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; +import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.kafkabase.reader.IClient; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java index 0424bb2801..5a7253860f 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java @@ -15,6 +15,8 @@ * See the License for the specific language governing permissions and * limitations under the License. */ + + package com.dtstack.flinkx.kafka11.reader; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; diff --git a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml index fe3808dd63..22d37d38b4 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml @@ -34,6 +34,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java index ec610798dc..38983693fb 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java @@ -18,10 +18,11 @@ package com.dtstack.flinkx.kafkabase.reader; import com.dtstack.flinkx.config.RestoreConfig; +import com.dtstack.flinkx.decoder.DecodeEnum; +import com.dtstack.flinkx.decoder.IDecode; +import com.dtstack.flinkx.decoder.JsonDecoder; +import com.dtstack.flinkx.decoder.PlainDecoder; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; -import com.dtstack.flinkx.kafkabase.decoder.IDecode; -import com.dtstack.flinkx.kafkabase.decoder.JsonDecoder; -import com.dtstack.flinkx.kafkabase.decoder.PlainDecoder; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.StringUtil; @@ -66,7 +67,7 @@ public void openInputFormat() throws IOException { super.openInputFormat(); queue = new SynchronousQueue<>(false); - if ("json".equals(codec)) { + if (DecodeEnum.JSON.getName().equalsIgnoreCase(codec)) { decode = new JsonDecoder(); } else { decode = new PlainDecoder(); diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java index 7f3739089a..4e4f20cf02 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java @@ -28,7 +28,11 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.*; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_BLANK_IGNORE; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_CODEC; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_CONSUMER_SETTINGS; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_GROUP_ID; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TOPIC; /** * Date: 2019/11/21 diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java index 482c1ca40a..6b338a13ad 100644 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java @@ -18,8 +18,8 @@ package com.dtstack.flinkx.kafkabase.writer; import com.dtstack.flinkx.config.RestoreConfig; +import com.dtstack.flinkx.decoder.JsonDecoder; import com.dtstack.flinkx.exception.WriteRecordException; -import com.dtstack.flinkx.kafkabase.decoder.JsonDecoder; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.flink.configuration.Configuration; @@ -29,7 +29,11 @@ import org.slf4j.LoggerFactory; import java.io.IOException; -import java.util.*; +import java.util.Collections; +import java.util.LinkedHashMap; +import java.util.List; +import java.util.Map; +import java.util.Properties; /** * Date: 2019/11/21 @@ -100,7 +104,7 @@ public void closeInternal() throws IOException { @Override protected void writeMultipleRecordsInternal() throws Exception { - throw new UnsupportedOperationException(); + notSupportBatchWrite("KafkaWriter"); } @Override diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java index d8823c01f0..3ae4c05c7f 100644 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java @@ -27,7 +27,10 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.*; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_PRODUCER_SETTINGS; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TABLE_FIELDS; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TIMEZONE; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TOPIC; /** * Date: 2019/11/21 diff --git a/flinkx-kudu/flinkx-kudu-core/pom.xml b/flinkx-kudu/flinkx-kudu-core/pom.xml index abafab1604..e419766ddc 100644 --- a/flinkx-kudu/flinkx-kudu-core/pom.xml +++ b/flinkx-kudu/flinkx-kudu-core/pom.xml @@ -24,11 +24,5 @@ 1.6 provided - - junit - junit - 4.12 - test - \ No newline at end of file diff --git a/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java b/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java index 928580a166..4eb6ec865a 100644 --- a/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java +++ b/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java @@ -26,13 +26,22 @@ import org.apache.hadoop.security.UserGroupInformation; import org.apache.kudu.ColumnSchema; import org.apache.kudu.Type; -import org.apache.kudu.client.*; +import org.apache.kudu.client.AsyncKuduClient; +import org.apache.kudu.client.AsyncKuduScanner; +import org.apache.kudu.client.KuduClient; +import org.apache.kudu.client.KuduPredicate; +import org.apache.kudu.client.KuduScanToken; +import org.apache.kudu.client.KuduTable; import java.io.IOException; import java.math.BigDecimal; import java.security.PrivilegedExceptionAction; import java.sql.Timestamp; -import java.util.*; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.HashMap; +import java.util.List; +import java.util.Map; import java.util.regex.Matcher; import java.util.regex.Pattern; diff --git a/flinkx-kudu/flinkx-kudu-reader/pom.xml b/flinkx-kudu/flinkx-kudu-reader/pom.xml index c8a99fea22..f9a1580d71 100644 --- a/flinkx-kudu/flinkx-kudu-reader/pom.xml +++ b/flinkx-kudu/flinkx-kudu-reader/pom.xml @@ -49,8 +49,12 @@ shade.kudureader.io.netty - com.google - shade.kudureader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java index f0ddce2857..6be5434a52 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java @@ -26,7 +26,11 @@ import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; import org.apache.kudu.Type; -import org.apache.kudu.client.*; +import org.apache.kudu.client.KuduClient; +import org.apache.kudu.client.KuduScanToken; +import org.apache.kudu.client.KuduScanner; +import org.apache.kudu.client.RowResult; +import org.apache.kudu.client.RowResultIterator; import java.io.IOException; import java.util.List; diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java index 48d0e43fc5..4959731c76 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.kudu.reader; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.kudu.core.KuduConfig; import com.dtstack.flinkx.reader.MetaColumn; @@ -50,5 +51,9 @@ protected void checkFormat() { if (format.columns == null || format.columns.size() == 0){ throw new IllegalArgumentException("columns can not be empty"); } + + if (format.kuduConfig.getBatchSizeBytes() > ConstantValue.STORE_SIZE_G) { + throw new IllegalArgumentException("批量读取字节数必须小于[1G]"); + } } } diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java index 7b09c9048d..604b920a6e 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java @@ -32,7 +32,19 @@ import java.util.List; -import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.*; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_ADMIN_OPERATION_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_AUTHENTICATION; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_BATCH_SIZE_BYTES; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_BOSS_COUNT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_FILTER; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_KEYTABFILE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_MASTER_ADDRESSES; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_OPERATION_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_PRINCIPAL; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_QUERY_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_READ_MODE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_TABLE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_WORKER_COUNT; /** * @author jiangbo diff --git a/flinkx-kudu/flinkx-kudu-writer/pom.xml b/flinkx-kudu/flinkx-kudu-writer/pom.xml index 742fae63ab..256505e5ab 100644 --- a/flinkx-kudu/flinkx-kudu-writer/pom.xml +++ b/flinkx-kudu/flinkx-kudu-writer/pom.xml @@ -49,8 +49,12 @@ shade.kuduwriter.io.netty - com.google - shade.kuduwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java index df7a521186..69f346dcba 100644 --- a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java +++ b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java @@ -28,7 +28,12 @@ import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang3.StringUtils; import org.apache.flink.types.Row; -import org.apache.kudu.client.*; +import org.apache.kudu.client.KuduClient; +import org.apache.kudu.client.KuduException; +import org.apache.kudu.client.KuduSession; +import org.apache.kudu.client.KuduTable; +import org.apache.kudu.client.Operation; +import org.apache.kudu.client.SessionConfiguration; import java.io.IOException; import java.util.List; diff --git a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java index 265e5610c2..2cb5532262 100644 --- a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java +++ b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java @@ -32,7 +32,16 @@ import java.util.List; -import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.*; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_ADMIN_OPERATION_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_AUTHENTICATION; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_BOSS_COUNT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_FLUSH_MODE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_KEYTABFILE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_MASTER_ADDRESSES; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_OPERATION_TIMEOUT; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_PRINCIPAL; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_TABLE; +import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_WORKER_COUNT; /** * @author jiangbo diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java index 540db38056..d287c44a70 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClassLoaderType.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.launcher; /** diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index 1b823c77eb..c5318c00eb 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -40,8 +40,6 @@ import org.apache.hadoop.yarn.client.api.YarnClient; import org.apache.hadoop.yarn.conf.YarnConfiguration; import org.apache.hadoop.yarn.util.ConverterUtils; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; import java.io.File; import java.net.InetSocketAddress; @@ -97,7 +95,7 @@ public static ClusterClient createYarnClient(Options launcherOptions) { ApplicationId applicationId; if (StringUtils.isEmpty(launcherOptions.getAppId())) { - applicationId = getAppIdFromYarn(yarnClient); + applicationId = getAppIdFromYarn(yarnClient, launcherOptions); if(applicationId != null && StringUtils.isEmpty(applicationId.toString())) { throw new RuntimeException("No flink session found on yarn cluster."); } @@ -156,7 +154,7 @@ private static AbstractYarnClusterDescriptor getClusterDescriptor(Options launch return yarnClusterDescriptor; } - private static ApplicationId getAppIdFromYarn(YarnClient yarnClient) throws Exception{ + private static ApplicationId getAppIdFromYarn(YarnClient yarnClient, Options launcherOptions) throws Exception{ Set set = new HashSet<>(); set.add("Apache Flink"); EnumSet enumSet = EnumSet.noneOf(YarnApplicationState.class); @@ -175,6 +173,10 @@ private static ApplicationId getAppIdFromYarn(YarnClient yarnClient) throws Exce continue; } + if(!report.getQueue().equals(launcherOptions.getQueue())) { + continue; + } + int thisMemory = report.getApplicationResourceUsageReport().getNeededResources().getMemory(); int thisCores = report.getApplicationResourceUsageReport().getNeededResources().getVirtualCores(); diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 91a4bd1409..c5c19fc9f4 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -25,6 +25,7 @@ import com.dtstack.flinkx.launcher.perjob.PerJobSubmitter; import com.dtstack.flinkx.options.OptionParser; import com.dtstack.flinkx.options.Options; +import com.dtstack.flinkx.util.JsonModifyUtil; import com.dtstack.flinkx.util.SysUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.client.program.ClusterClient; @@ -41,6 +42,7 @@ import java.net.URL; import java.nio.charset.StandardCharsets; import java.util.ArrayList; +import java.util.HashMap; import java.util.List; /** @@ -94,8 +96,25 @@ public static void main(String[] args) throws Exception { String mode = launcherOptions.getMode(); List argList = optionParser.getProgramExeArgList(); + + // 将argList转化为HashMap，方便通过参数名称来获取参数值 + HashMap temp = new HashMap<>(16); + for (int i = 0; i < argList.size(); i += 2) { + temp.put(argList.get(i), argList.get(i + 1)); + } + // 对json中的值进行修改 + HashMap parameter = JsonModifyUtil.CommandTransform(temp.get("-p")); + temp.put("-job", JsonModifyUtil.JsonValueReplace(temp.get("-job"), parameter)); + + // 清空list，填充修改后的参数值 + argList.clear(); + for (int i = 0; i < temp.size(); i++) { + argList.add(temp.keySet().toArray()[i].toString()); + argList.add(temp.values().toArray()[i].toString()); + } + if(mode.equals(ClusterMode.local.name())) { - String[] localArgs = argList.toArray(new String[argList.size()]); + String[] localArgs = argList.toArray(new String[0]); com.dtstack.flinkx.Main.main(localArgs); } else { String pluginRoot = launcherOptions.getPluginRoot(); @@ -237,9 +256,8 @@ public boolean accept(File dir, String name) { } private static String readJob(String job) { - try { - File file = new File(job); - FileInputStream in = new FileInputStream(file); + File file = new File(job); + try (FileInputStream in = new FileInputStream(file)) { byte[] fileContent = new byte[(int) file.length()]; in.read(fileContent); in.close(); diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/YarnConfLoader.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/YarnConfLoader.java index 6707c8f138..b88eb078b8 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/YarnConfLoader.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/YarnConfLoader.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.launcher; +import com.dtstack.flinkx.constants.ConstantValue; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.yarn.conf.YarnConfiguration; @@ -42,7 +43,7 @@ public static YarnConfiguration getYarnConf(String yarnConfDir) { if(dir.exists() && dir.isDirectory()) { File[] xmlFileList = new File(yarnConfDir).listFiles((dir1, name) -> { - if(name.endsWith(".xml")){ + if(name.endsWith(ConstantValue.FILE_SUFFIX_XML)){ return true; } return false; diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java index 1d64181e81..508098067d 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java @@ -52,10 +52,10 @@ public static ClusterSpecification createClusterSpecification(Properties conProp int slotsPerTaskManager = 1; if(conProp != null){ - if(conProp.contains(JOBMANAGER_MEMORY_MB)){ + if(conProp.containsKey(JOBMANAGER_MEMORY_MB)){ jobmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(JOBMANAGER_MEMORY_MB))); } - if(conProp.contains(TASKMANAGER_MEMORY_MB)){ + if(conProp.containsKey(TASKMANAGER_MEMORY_MB)){ taskmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TASKMANAGER_MEMORY_MB))); } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java index d9025e2ed9..81c6387395 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java @@ -21,7 +21,7 @@ import com.dtstack.flinkx.launcher.ClassLoaderType; import com.dtstack.flinkx.launcher.YarnConfLoader; import com.dtstack.flinkx.options.Options; -import com.dtstack.flinkx.util.MapUtil; +import com.dtstack.flinkx.util.GsonUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.client.deployment.ClusterSpecification; import org.apache.flink.client.program.ClusterClient; @@ -64,7 +64,7 @@ public static String submit(Options options, File jarFile, String[] programArgs) Configuration flinkConfig = StringUtils.isEmpty(options.getFlinkconf()) ? new Configuration() : GlobalConfiguration.loadConfiguration(options.getFlinkconf()); flinkConfig.setString("classloader.resolve-order", "child-first"); - Properties conProp = MapUtil.jsonStrToObject(options.getConfProp(), Properties.class); + Properties conProp = GsonUtil.GSON.fromJson(options.getConfProp(), Properties.class); ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp); clusterSpecification.setCreateProgramDelay(true); clusterSpecification.setConfiguration(flinkConfig); diff --git a/flinkx-launcher/src/test/java/bigdata/FlinkConfigTest.java b/flinkx-launcher/src/test/java/bigdata/FlinkConfigTest.java deleted file mode 100644 index b974511769..0000000000 --- a/flinkx-launcher/src/test/java/bigdata/FlinkConfigTest.java +++ /dev/null @@ -1,19 +0,0 @@ -package bigdata; - -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.GlobalConfiguration; -import org.apache.flink.configuration.JobManagerOptions; - -import java.io.File; - -/** - * Created by softfly on 18/4/24. - */ -public class FlinkConfigTest { - public static void main(String[] args) { - //Configuration config = GlobalConfiguration.loadConfiguration("/hadoop/flink-1.4.0/conf"); - //System.out.println(config.getString(JobManagerOptions.ADDRESS)); - String msg = "xxx" + File.separator; - System.out.println(msg); - } -} diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java index 26438d51fe..b5d78ffecc 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbClientUtil.java @@ -19,7 +19,13 @@ package com.dtstack.flinkx.mongodb; -import com.mongodb.*; +import com.mongodb.AuthenticationMechanism; +import com.mongodb.MongoClient; +import com.mongodb.MongoClientOptions; +import com.mongodb.MongoClientURI; +import com.mongodb.MongoCredential; +import com.mongodb.ServerAddress; +import com.mongodb.WriteConcern; import com.mongodb.client.MongoCursor; import org.apache.commons.lang.StringUtils; import org.bson.Document; diff --git a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java index 425dc21aa4..c419a2672e 100644 --- a/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java +++ b/flinkx-mongodb/flinkx-mongodb-core/src/main/java/com/dtstack/flinkx/mongodb/MongodbUtil.java @@ -29,9 +29,11 @@ import java.math.BigDecimal; import java.sql.Timestamp; import java.text.SimpleDateFormat; -import java.util.*; +import java.util.Arrays; +import java.util.Date; +import java.util.List; -import static com.dtstack.flinkx.enums.ColumnType.*; +import static com.dtstack.flinkx.enums.ColumnType.getType; /** * Utilities for mongodb database connection and data format conversion diff --git a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml index 09814f6c3f..a9caa60251 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml @@ -56,8 +56,12 @@ shade.mongodbreader.io.netty - com.google - shade.mongodbreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java index 3f3ec2d863..ac8e65d705 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java @@ -23,6 +23,7 @@ import com.dtstack.flinkx.mongodb.MongodbClientUtil; import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.StringUtil; import com.mongodb.BasicDBObject; import com.mongodb.MongoClient; @@ -37,7 +38,8 @@ import org.bson.conversions.Bson; import java.io.IOException; -import java.util.*; +import java.util.ArrayList; +import java.util.List; /** * Read plugin for reading static data @@ -149,6 +151,9 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOExcepti if(size * minNumSplits < docNum){ splits.add(new MongodbInputSplit((int)(size * minNumSplits), (int)(docNum - size * minNumSplits))); } + } catch (Exception e){ + LOG.error("error to create inputSplits, e = {}", ExceptionUtil.getErrorMessage(e)); + throw e; } finally { MongodbClientUtil.close(client, null); } diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java index 918fb6b8f3..e1661838c2 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormatBuilder.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.mongodb.reader; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.MetaColumn; @@ -55,5 +56,9 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + if (format.mongodbConfig.getFetchSize() > ConstantValue.MAX_BATCH_SIZE) { + throw new IllegalArgumentException("批量读取条数必须小于[200000]条"); + } } } diff --git a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml index 1d81ef36ef..a411920d71 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml @@ -56,8 +56,12 @@ shade.mongodbwriter.io.netty - com.google - shade.mongodbwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-mysql/flinkx-mysql-dreader/pom.xml b/flinkx-mysql/flinkx-mysql-dreader/pom.xml index 047e273350..21e5e39d4f 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-dreader/pom.xml @@ -62,8 +62,12 @@ shade.mysqldreader.io.netty - com.google - shade.mysqldreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/reader/MysqldReader.java b/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/reader/MysqldReader.java index 9eae9b3dee..60181af17c 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/reader/MysqldReader.java +++ b/flinkx-mysql/flinkx-mysql-dreader/src/main/java/com/dtstack/flinkx/mysqld/reader/MysqldReader.java @@ -29,7 +29,6 @@ import java.util.ArrayList; import java.util.Collections; -import java.util.List; /** * @author toutian @@ -47,8 +46,8 @@ protected DistributedJdbcInputFormatBuilder getBuilder(){ } @Override - protected List buildConnections(){ - List sourceList = new ArrayList<>(connectionConfigs.size()); + protected ArrayList buildConnections(){ + ArrayList sourceList = new ArrayList<>(connectionConfigs.size()); for (ReaderConfig.ParameterConfig.ConnectionConfig connectionConfig : connectionConfigs) { String curUsername = (connectionConfig.getUsername() == null || connectionConfig.getUsername().length() == 0) ? username : connectionConfig.getUsername(); diff --git a/flinkx-mysql/flinkx-mysql-reader/pom.xml b/flinkx-mysql/flinkx-mysql-reader/pom.xml index 8856cdf063..a52536b7ec 100644 --- a/flinkx-mysql/flinkx-mysql-reader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-reader/pom.xml @@ -62,9 +62,13 @@ shade.mysqlreader.io.netty - com.google - shade.mysqlreader.com.google - + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + diff --git a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java index 9836df273a..148d4bbb95 100644 --- a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java @@ -18,11 +18,10 @@ package com.dtstack.flinkx.mysql.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputSplit; import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.google.gson.Gson; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; @@ -51,7 +50,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { String startLocation = incrementConfig.getStartLocation(); if (incrementConfig.isPolling()) { - endLocationAccumulator.add(Long.parseLong(startLocation)); + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + } isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { getMaxValue(inputSplit); @@ -64,8 +65,10 @@ public void openInternal(InputSplit inputSplit) throws IOException { } querySql = buildQuerySql(inputSplit); - //MySQL流式读取 - fetchSize = Integer.MIN_VALUE; + JdbcInputSplit jdbcInputSplit = (JdbcInputSplit) inputSplit; + if (null != jdbcInputSplit.getStartLocation()) { + startLocation = jdbcInputSplit.getStartLocation(); + } executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); boolean splitWithRowCol = numPartitions > 1 && StringUtils.isNotEmpty(splitKey) && splitKey.contains("("); @@ -112,7 +115,6 @@ public Row nextRecordInternal(Row row) throws IOException { } return super.nextRecordInternal(row); }catch (Exception e) { - LOG.error("error to get next record, row = {}, descColumnTypeList = {}, e = {}", row, new Gson().toJson(descColumnTypeList), ExceptionUtil.getErrorMessage(e)); throw new IOException("Couldn't read data - " + e.getMessage(), e); } } diff --git a/flinkx-mysql/flinkx-mysql-reader/src/test/java/bigdata/TestMysqlPk.java b/flinkx-mysql/flinkx-mysql-reader/src/test/java/bigdata/TestMysqlPk.java deleted file mode 100644 index 50dff8f343..0000000000 --- a/flinkx-mysql/flinkx-mysql-reader/src/test/java/bigdata/TestMysqlPk.java +++ /dev/null @@ -1,22 +0,0 @@ -package bigdata; - -import com.dtstack.flinkx.mysql.MySqlDatabaseMeta; -import com.dtstack.flinkx.rdb.util.DbUtil; - -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.SQLException; -import java.util.Map; - - -public class TestMysqlPk { - public static void main(String[] args) throws ClassNotFoundException, SQLException { - MySqlDatabaseMeta databaseMeta = new MySqlDatabaseMeta(); - Class.forName(databaseMeta.getDriverClass()); - Connection conn = DriverManager.getConnection("jdbc:mysql://172.16.8.104:3306/test?useCursorFetch=true", "dtstack", "abc123"); - //List list = databaseMeta.listUniqueKeys("sb250", conn); - //System.out.println(list); - Map map = DbUtil.getPrimaryOrUniqueKeys("sb252", conn); - System.out.println(map); - } -} diff --git a/flinkx-mysql/flinkx-mysql-writer/pom.xml b/flinkx-mysql/flinkx-mysql-writer/pom.xml index 82e3aa55c4..94e5d95a50 100644 --- a/flinkx-mysql/flinkx-mysql-writer/pom.xml +++ b/flinkx-mysql/flinkx-mysql-writer/pom.xml @@ -62,8 +62,12 @@ shade.mysqlwriter.io.netty - com.google - shade.mysqlwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java index dd54b0ba18..1cb857e3ec 100644 --- a/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java +++ b/flinkx-odps/flinkx-odps-core/src/main/java/com/dtstack/flinkx/odps/OdpsUtil.java @@ -56,7 +56,7 @@ public class OdpsUtil { public static int MAX_RETRY_TIME = 3; - public static final long BUFFER_SIZE_DEFAULT = 64 * 1024 * 1024; + public static final long BUFFER_SIZE_DEFAULT = 64 * 1024 * 1024L; public static Odps initOdps(Map odpsConfig) { String odpsServer = odpsConfig.get(OdpsConfigKeys.KEY_ODPS_SERVER); diff --git a/flinkx-odps/flinkx-odps-reader/pom.xml b/flinkx-odps/flinkx-odps-reader/pom.xml index 866fd622fe..8007e473c0 100644 --- a/flinkx-odps/flinkx-odps-reader/pom.xml +++ b/flinkx-odps/flinkx-odps-reader/pom.xml @@ -50,6 +50,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java index 1bd4db402b..eba6fc7175 100644 --- a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java +++ b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsInputFormatBuilder.java @@ -19,11 +19,11 @@ package com.dtstack.flinkx.odps.reader; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import com.dtstack.flinkx.odps.OdpsConfigKeys; import com.dtstack.flinkx.reader.MetaColumn; import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.odps.OdpsConfigKeys.*; /** * The Builder of OdpsInputFormat @@ -41,7 +41,7 @@ public OdpsInputFormatBuilder() { public void setOdpsConfig(Map odpsConfig) { format.odpsConfig = odpsConfig; - format.projectName = odpsConfig.get(KEY_PROJECT); + format.projectName = odpsConfig.get(OdpsConfigKeys.KEY_PROJECT); } public void setTableName(String tableName) { diff --git a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsReader.java b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsReader.java index 4a076ce122..f45ee2d76a 100644 --- a/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsReader.java +++ b/flinkx-odps/flinkx-odps-reader/src/main/java/com/dtstack/flinkx/odps/reader/OdpsReader.java @@ -29,7 +29,9 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.odps.OdpsConfigKeys.*; +import static com.dtstack.flinkx.odps.OdpsConfigKeys.KEY_ODPS_CONFIG; +import static com.dtstack.flinkx.odps.OdpsConfigKeys.KEY_PARTITION; +import static com.dtstack.flinkx.odps.OdpsConfigKeys.KEY_TABLE; /** * The reader plugin of Odps diff --git a/flinkx-odps/flinkx-odps-writer/pom.xml b/flinkx-odps/flinkx-odps-writer/pom.xml index b268bf43b1..f1622adc0b 100644 --- a/flinkx-odps/flinkx-odps-writer/pom.xml +++ b/flinkx-odps/flinkx-odps-writer/pom.xml @@ -55,6 +55,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormat.java b/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormat.java index 7e6510104d..cdf8b9c6e8 100644 --- a/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormat.java +++ b/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormat.java @@ -116,7 +116,7 @@ public void writeSingleRecordInternal(Row row) throws WriteRecordException{ @Override protected void writeMultipleRecordsInternal() throws Exception { - throw new UnsupportedOperationException(); + notSupportBatchWrite("OdpsWriter"); } private Record row2record(Row row, String[] columnTypes) throws WriteRecordException { diff --git a/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormatBuilder.java b/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormatBuilder.java index 95c7dad246..ee3d21d10a 100644 --- a/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormatBuilder.java +++ b/flinkx-odps/flinkx-odps-writer/src/main/java/com/dtstack/flinkx/odps/writer/OdpsOutputFormatBuilder.java @@ -76,5 +76,7 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + notSupportBatchWrite("OdpsWriter"); } } diff --git a/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java b/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java index 5033bf64af..bc4b88f3ba 100644 --- a/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java +++ b/flinkx-oracle/flinkx-oracle-core/src/main/java/com/dtstack/flinkx/oracle/OracleDatabaseMeta.java @@ -36,7 +36,7 @@ public class OracleDatabaseMeta extends BaseDatabaseMeta { public String quoteTable(String table) { table = table.replace("\"",""); String[] part = table.split("\\."); - if(part.length == 2) { + if(part.length == DB_TABLE_PART_SIZE) { table = getStartQuote() + part[0] + getEndQuote() + "." + getStartQuote() + part[1] + getEndQuote(); } else { table = getStartQuote() + table + getEndQuote(); diff --git a/flinkx-oracle/flinkx-oracle-reader/pom.xml b/flinkx-oracle/flinkx-oracle-reader/pom.xml index 52ff1880be..225d8e2554 100644 --- a/flinkx-oracle/flinkx-oracle-reader/pom.xml +++ b/flinkx-oracle/flinkx-oracle-reader/pom.xml @@ -62,8 +62,12 @@ shade.oracleReader.io.netty - com.google.guava - shade.oracleReader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-oracle/flinkx-oracle-reader/src/test/java/com/dtstack/flinkx/oracle/reader/test/OracleLocalTest.java b/flinkx-oracle/flinkx-oracle-reader/src/test/java/com/dtstack/flinkx/oracle/reader/test/OracleLocalTest.java deleted file mode 100644 index d4227ff774..0000000000 --- a/flinkx-oracle/flinkx-oracle-reader/src/test/java/com/dtstack/flinkx/oracle/reader/test/OracleLocalTest.java +++ /dev/null @@ -1,22 +0,0 @@ -package com.dtstack.flinkx.oracle.reader.test; - -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.SQLException; - -/** - * Created by softfly on 18/2/1. - */ -public class OracleLocalTest { - public static void main(String[] args) throws ClassNotFoundException, SQLException { - final String DRIVER = "oracle.jdbc.OracleDriver"; - final String URL = "jdbc:oracle:thin:dev/pass1234@172.16.8.121:1521:dtstack"; - final String USER = "dev"; - final String PASSWORD = "pass1234"; - Connection connection = null; - Class.forName(DRIVER); - connection = DriverManager.getConnection(URL); - - - } -} diff --git a/flinkx-oracle/flinkx-oracle-writer/pom.xml b/flinkx-oracle/flinkx-oracle-writer/pom.xml index c6fc7b4e2b..6e9c1850e7 100644 --- a/flinkx-oracle/flinkx-oracle-writer/pom.xml +++ b/flinkx-oracle/flinkx-oracle-writer/pom.xml @@ -63,8 +63,12 @@ shade.oracleWriter.io.netty - com.google.guava - shade.oracleWriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java b/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java index ed77a77ea4..98840d5b10 100644 --- a/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java +++ b/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/format/OracleOutputFormat.java @@ -18,11 +18,16 @@ package com.dtstack.flinkx.oracle.format; import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.oracle.OracleDatabaseMeta; import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; import com.dtstack.flinkx.util.DateUtil; import org.apache.flink.types.Row; -import java.sql.*; +import java.sql.Connection; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.sql.Timestamp; import java.text.SimpleDateFormat; import java.util.ArrayList; import java.util.HashMap; @@ -63,7 +68,7 @@ protected List probeFullColumns(String table, Connection dbConn) throws String schema =null; String[] parts = table.split("\\."); - if(parts.length == 2) { + if(parts.length == OracleDatabaseMeta.DB_TABLE_PART_SIZE) { schema = parts[0].toUpperCase(); table = parts[1]; } @@ -79,24 +84,26 @@ protected List probeFullColumns(String table, Connection dbConn) throws @Override protected Map> probePrimaryKeys(String table, Connection dbConn) throws SQLException { Map> map = new HashMap<>(16); - PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL,table)); - ResultSet rs = ps.executeQuery(); - while(rs.next()) { - String indexName = rs.getString("INDEX_NAME"); - if(!map.containsKey(indexName)) { - map.put(indexName,new ArrayList<>()); + try (PreparedStatement ps = dbConn.prepareStatement(String.format(GET_INDEX_SQL, table)); + ResultSet rs = ps.executeQuery()) { + while(rs.next()) { + String indexName = rs.getString("INDEX_NAME"); + if(!map.containsKey(indexName)) { + map.put(indexName,new ArrayList<>()); + } + map.get(indexName).add(rs.getString("COLUMN_NAME")); } - map.get(indexName).add(rs.getString("COLUMN_NAME")); - } - Map> retMap = new HashMap<>((map.size()<<2)/3); - for(Map.Entry> entry: map.entrySet()) { - String k = entry.getKey(); - List v = entry.getValue(); - if(v!=null && v.size() != 0 && v.get(0) != null) { - retMap.put(k, v); + + Map> retMap = new HashMap<>((map.size()<<2)/3); + for(Map.Entry> entry: map.entrySet()) { + String k = entry.getKey(); + List v = entry.getValue(); + if(v!=null && v.size() != 0 && v.get(0) != null) { + retMap.put(k, v); + } } + return retMap; } - return retMap; } } diff --git a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml index 182ea07067..04f327d64e 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/pom.xml +++ b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml @@ -33,6 +33,16 @@ false + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml index 180385dc01..b067a02a7e 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml @@ -56,6 +56,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java index 6d6b416559..89bdc80968 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java +++ b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java @@ -29,7 +29,6 @@ import java.io.IOException; import java.sql.SQLException; -import java.sql.Statement; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -65,7 +64,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { // 部分驱动需要关闭事务自动提交，fetchSize参数才会起作用 dbConn.setAutoCommit(false); - Statement statement = dbConn.createStatement(resultSetType, resultSetConcurrency); + statement = dbConn.createStatement(resultSetType, resultSetConcurrency); statement.setFetchSize(0); diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index b97dab27c8..1dc16435a8 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -56,6 +56,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-polardb/flinkx-polardb-dreader/pom.xml b/flinkx-polardb/flinkx-polardb-dreader/pom.xml index d477787cac..26060ebcf6 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-dreader/pom.xml @@ -56,6 +56,14 @@ com.mysql shade.polardb.com.mysql + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + diff --git a/flinkx-polardb/flinkx-polardb-dreader/src/main/java/com/dtstack/flinkx/polardbd/reader/PolardbdReader.java b/flinkx-polardb/flinkx-polardb-dreader/src/main/java/com/dtstack/flinkx/polardbd/reader/PolardbdReader.java index b7b3e95855..5e21aec025 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/src/main/java/com/dtstack/flinkx/polardbd/reader/PolardbdReader.java +++ b/flinkx-polardb/flinkx-polardb-dreader/src/main/java/com/dtstack/flinkx/polardbd/reader/PolardbdReader.java @@ -21,7 +21,6 @@ import com.dtstack.flinkx.mysqld.reader.MysqldReader; import com.dtstack.flinkx.polardbd.PolardbDatabaseMeta; import com.dtstack.flinkx.polardbd.format.PolardbdInputFormat; -import com.dtstack.flinkx.rdb.inputformat.DistributedJdbcInputFormat; import com.dtstack.flinkx.rdb.inputformat.DistributedJdbcInputFormatBuilder; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; diff --git a/flinkx-polardb/flinkx-polardb-reader/pom.xml b/flinkx-polardb/flinkx-polardb-reader/pom.xml index 093bdb5152..77ca955ae3 100644 --- a/flinkx-polardb/flinkx-polardb-reader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-reader/pom.xml @@ -55,6 +55,14 @@ com.mysql shade.polardb.com.mysql + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + diff --git a/flinkx-polardb/flinkx-polardb-writer/pom.xml b/flinkx-polardb/flinkx-polardb-writer/pom.xml index d088128085..4ca3fb7511 100644 --- a/flinkx-polardb/flinkx-polardb-writer/pom.xml +++ b/flinkx-polardb/flinkx-polardb-writer/pom.xml @@ -56,6 +56,14 @@ com.mysql shade.polardb.com.mysql + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java index 985b99efaa..4af93b9480 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java @@ -20,10 +20,7 @@ import com.dtstack.flinkx.enums.EDatabaseType; import com.dtstack.flinkx.rdb.BaseDatabaseMeta; -import org.apache.commons.lang3.StringUtils; -import java.util.ArrayList; -import java.util.Iterator; import java.util.List; import java.util.Map; diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java index 190ff818b1..04f5616f23 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java @@ -19,8 +19,10 @@ package com.dtstack.flinkx.postgresql; import com.dtstack.flinkx.rdb.type.TypeConverterInterface; +import org.apache.commons.lang3.StringUtils; import java.util.Arrays; +import java.util.Collections; import java.util.List; /** @@ -35,9 +37,9 @@ public class PostgresqlTypeConverter implements TypeConverterInterface { private List byteTypes = Arrays.asList("bytea","bit varying"); - private List bitTypes = Arrays.asList("bit"); + private List bitTypes = Collections.singletonList("bit"); - private List doubleTypes = Arrays.asList("money"); + private List doubleTypes = Collections.singletonList("money"); private List intTypes = Arrays.asList("int","int2","int4","int8"); @@ -46,19 +48,24 @@ public Object convert(Object data,String typeName) { if (data == null){ return null; } - + String dataValue = data.toString(); + if(stringTypes.contains(typeName)){ + return dataValue; + } + if(StringUtils.isBlank(dataValue)){ + return null; + } if(doubleTypes.contains(typeName)){ - data = Double.parseDouble(String.valueOf(data)); + if(StringUtils.startsWith(dataValue, "$")){ + dataValue = StringUtils.substring(dataValue, 1); + } + data = Double.parseDouble(dataValue); } else if(bitTypes.contains(typeName)){ // - } else if(stringTypes.contains(typeName)){ - data = String.valueOf(data); - } else if(byteTypes.contains(typeName)){ - data = Byte.valueOf(String.valueOf(data)); + }else if(byteTypes.contains(typeName)){ + data = Byte.valueOf(dataValue); } else if(intTypes.contains(typeName)){ - if(data instanceof String){ - data = Integer.parseInt(data.toString()); - } + data = Integer.parseInt(dataValue); } return data; diff --git a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml index f103f55d85..6e3b8612d6 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml @@ -63,8 +63,12 @@ shade.postgresqlreader.io.netty - com.google - shade.postgresqlreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java index 5ba10faad7..790f66f7e9 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java +++ b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlInputFormat.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.postgresql.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputSplit; import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.util.ClassUtil; import org.apache.commons.collections.CollectionUtils; @@ -49,7 +50,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { String startLocation = incrementConfig.getStartLocation(); if (incrementConfig.isPolling()) { - endLocationAccumulator.add(Long.parseLong(startLocation)); + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + } isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { getMaxValue(inputSplit); @@ -62,6 +65,10 @@ public void openInternal(InputSplit inputSplit) throws IOException { } querySql = buildQuerySql(inputSplit); + JdbcInputSplit jdbcInputSplit = (JdbcInputSplit) inputSplit; + if (null != jdbcInputSplit.getStartLocation()) { + startLocation = jdbcInputSplit.getStartLocation(); + } executeQuery(startLocation); columnCount = resultSet.getMetaData().getColumnCount(); boolean splitWithRowCol = numPartitions > 1 && StringUtils.isNotEmpty(splitKey) && splitKey.contains("("); diff --git a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml index 2264b0dddb..7f6857ea04 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml @@ -62,8 +62,12 @@ shade.postgresqlwriter.io.netty - com.google - shade.postgresqlwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml index 72c8493094..88396482f4 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml +++ b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml @@ -11,11 +11,8 @@ flinkx-pulsar-writer - - - org.apache.maven.plugins maven-shade-plugin diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java index b12d1f8ece..28cd09eaad 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.pulsar.writer; /** diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java index 55aeee7dda..fdfab032da 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.pulsar.writer; import com.dtstack.flinkx.exception.WriteRecordException; @@ -92,7 +109,7 @@ protected void emit(Map event) throws IOException { } @Override - protected void writeMultipleRecordsInternal() throws Exception { + protected void writeMultipleRecordsInternal() { throw new UnsupportedOperationException(); } diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java index 637a97e67a..c6e35cc79c 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java @@ -1,3 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.pulsar.writer; import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java index ae84b857f1..2068128992 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java @@ -1,8 +1,24 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ package com.dtstack.flinkx.pulsar.writer; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.writer.BaseDataWriter; -import static com.dtstack.flinkx.pulsar.writer.Constants.*; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.types.Row; @@ -10,6 +26,8 @@ import java.util.List; import java.util.Map; +import static com.dtstack.flinkx.pulsar.writer.Constants.*; + /** * @author: pierre @@ -22,6 +40,7 @@ public class PulsarWriter extends BaseDataWriter { protected List tableFields; protected Map producerSettings; + @SuppressWarnings("unchecked") public PulsarWriter(DataTransferConfig config){ super(config); topic = config.getJob().getContent().get(0).getWriter().getParameter().getStringVal(KEY_TOPIC); diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java index ad667ceb13..758be23ace 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java @@ -21,7 +21,11 @@ import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.StringUtils; import java.io.Serializable; -import java.util.*; +import java.util.ArrayList; +import java.util.HashSet; +import java.util.List; +import java.util.Map; +import java.util.Set; /** * Abstract base parent class of other database prototype implementations @@ -31,6 +35,8 @@ */ public abstract class BaseDatabaseMeta implements DatabaseInterface, Serializable { + public static final int DB_TABLE_PART_SIZE = 2; + @Override public String getStartQuote() { return "\""; diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java index 26269c7c34..88477b16b3 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java @@ -18,21 +18,17 @@ package com.dtstack.flinkx.rdb.util; import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.rdb.DatabaseInterface; import com.dtstack.flinkx.rdb.ParameterValuesProvider; -import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.SysUtil; import com.dtstack.flinkx.util.TelnetUtil; -import com.google.gson.Gson; import org.apache.commons.lang.StringUtils; import org.apache.flink.util.CollectionUtil; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.BufferedReader; -import java.math.BigDecimal; import java.sql.*; import java.util.ArrayList; import java.util.HashMap; @@ -41,9 +37,9 @@ import java.util.regex.Pattern; /** + * * Utilities for relational database connection and sql execution * company: www.dtstack.com - * * @author huyifan_zju@ */ public class DbUtil { @@ -72,6 +68,9 @@ public class DbUtil { */ private static int NANOS_LENGTH = 19; + public static int NANOS_PART_LENGTH = 9; + private static int FORMAT_TIME_NANOS_LENGTH = 29; + /** * jdbc连接URL的分割正则，用于获取URL?后的连接参数 */ @@ -93,16 +92,15 @@ public class DbUtil { /** * 获取jdbc连接(超时10S) - * - * @param url url - * @param username 账号 - * @param password 密码 + * @param url url + * @param username 账号 + * @param password 密码 * @return * @throws SQLException */ private static Connection getConnectionInternal(String url, String username, String password) throws SQLException { Connection dbConn; - synchronized (ClassUtil.LOCK_STR) { + synchronized (ClassUtil.LOCK_STR){ DriverManager.setLoginTimeout(10); // telnet @@ -120,10 +118,9 @@ private static Connection getConnectionInternal(String url, String username, Str /** * 获取jdbc连接(重试3次) - * - * @param url url - * @param username 账号 - * @param password 密码 + * @param url url + * @param username 账号 + * @param password 密码 * @return * @throws SQLException */ @@ -136,8 +133,10 @@ public static Connection getConnection(String url, String username, String passw for (int i = 0; i < MAX_RETRY_TIMES && failed; ++i) { try { dbConn = getConnectionInternal(url, username, password); - dbConn.createStatement().execute("select 111"); - failed = false; + try (Statement statement = dbConn.createStatement()){ + statement.execute("select 111"); + failed = false; + } } catch (Exception e) { if (dbConn != null) { dbConn.close(); @@ -157,10 +156,9 @@ public static Connection getConnection(String url, String username, String passw /** * 关闭连接资源 - * - * @param rs ResultSet - * @param stmt Statement - * @param conn Connection + * @param rs ResultSet + * @param stmt Statement + * @param conn Connection * @param commit */ public static void closeDbResources(ResultSet rs, Statement stmt, Connection conn, boolean commit) { @@ -182,7 +180,7 @@ public static void closeDbResources(ResultSet rs, Statement stmt, Connection con if (null != conn) { try { - if (commit) { + if(commit){ commit(conn); } @@ -195,76 +193,49 @@ public static void closeDbResources(ResultSet rs, Statement stmt, Connection con /** * 手动提交事物 - * * @param conn Connection */ - public static void commit(Connection conn) { + public static void commit(Connection conn){ try { - if (!conn.isClosed() && !conn.getAutoCommit()) { + if (!conn.isClosed() && !conn.getAutoCommit()){ conn.commit(); } - } catch (SQLException e) { + } catch (SQLException e){ LOG.warn("commit error:{}", ExceptionUtil.getErrorMessage(e)); } } /** * 批量执行sql - * * @param dbConn Connection * @param sqls sql列表 */ public static void executeBatch(Connection dbConn, List sqls) { - if (sqls == null || sqls.size() == 0) { + if(sqls == null || sqls.size() == 0) { return; } - try { - Statement stmt = dbConn.createStatement(); - for (String sql : sqls) { + try (Statement stmt = dbConn.createStatement()) { + for(String sql : sqls) { stmt.addBatch(sql); } stmt.executeBatch(); } catch (SQLException e) { - throw new RuntimeException("execute batch sql error:{}", e); + throw new RuntimeException("execute batch sql error:{}",e); } finally { commit(dbConn); } } - /** - * 获取某数据库某表的主键和唯一索引 - * - * @param table 表名 - * @param dbConn 数据库连接 - * @return - * @throws SQLException - */ - public static Map> getPrimaryOrUniqueKeys(String table, Connection dbConn) throws SQLException { - Map> keyMap = new HashMap<>(16); - DatabaseMetaData meta = dbConn.getMetaData(); - ResultSet rs = meta.getIndexInfo(null, null, table, true, false); - while (rs.next()) { - String pkName = rs.getString(6); - String columnName = rs.getString(9); - if (!keyMap.containsKey(pkName)) { - keyMap.put(pkName, new ArrayList<>()); - } - keyMap.get(pkName).add(columnName); - } - return keyMap; - } - /** * 封装channel通道顺序 - * * @param channels * @return */ - public static Object[][] getParameterValues(final int channels) { + public static Object[][] getParameterValues(final int channels){ ParameterValuesProvider provider = () -> { Integer[][] parameters = new Integer[channels][]; - for (int i = 0; i < channels; ++i) { + for(int i = 0; i < channels; ++i) { parameters[i] = new Integer[2]; parameters[i][0] = channels; parameters[i][1] = i; @@ -295,62 +266,20 @@ public static List analyzeColumnType(ResultSet resultSet){ return columnTypeList; } - /** - * 占位符设值 - * - * @param param 参数 - * @param statement PreparedStatement - * @param i 占位符位置 - * @throws SQLException - */ - public static void setParameterValue(Object param, PreparedStatement statement, int i) throws SQLException { - if (param instanceof String) { - statement.setString(i + 1, (String) param); - } else if (param instanceof Long) { - statement.setLong(i + 1, (Long) param); - } else if (param instanceof Integer) { - statement.setInt(i + 1, (Integer) param); - } else if (param instanceof Double) { - statement.setDouble(i + 1, (Double) param); - } else if (param instanceof Boolean) { - statement.setBoolean(i + 1, (Boolean) param); - } else if (param instanceof Float) { - statement.setFloat(i + 1, (Float) param); - } else if (param instanceof BigDecimal) { - statement.setBigDecimal(i + 1, (BigDecimal) param); - } else if (param instanceof Byte) { - statement.setByte(i + 1, (Byte) param); - } else if (param instanceof Short) { - statement.setShort(i + 1, (Short) param); - } else if (param instanceof Date) { - statement.setDate(i + 1, (Date) param); - } else if (param instanceof Time) { - statement.setTime(i + 1, (Time) param); - } else if (param instanceof Timestamp) { - statement.setTimestamp(i + 1, (Timestamp) param); - } else if (param instanceof Array) { - statement.setArray(i + 1, (Array) param); - } else { - //extends with other types if needed - throw new IllegalArgumentException("open() failed. Parameter " + i + " of type " + param.getClass() + " is not handled (yet)."); - } - } - /** * clob转string - * - * @param obj clob + * @param obj clob * @return * @throws Exception */ - public static Object clobToString(Object obj) throws Exception { + public static Object clobToString(Object obj) throws Exception{ String dataStr; - if (obj instanceof Clob) { - Clob clob = (Clob) obj; + if(obj instanceof Clob){ + Clob clob = (Clob)obj; BufferedReader bf = new BufferedReader(clob.getCharacterStream()); StringBuilder stringBuilder = new StringBuilder(); String line; - while ((line = bf.readLine()) != null) { + while ((line = bf.readLine()) != null){ stringBuilder.append(line); } dataStr = stringBuilder.toString(); @@ -363,34 +292,32 @@ public static Object clobToString(Object obj) throws Exception { /** * 获取纳秒字符串 - * - * @param timeStr + * @param timeStr 2020-03-23 11:03:22.000000000 * @return */ - public static String getNanosTimeStr(String timeStr) { - if (timeStr.length() < 29) { - timeStr += StringUtils.repeat("0", 29 - timeStr.length()); + public static String getNanosTimeStr(String timeStr){ + if(timeStr.length() < FORMAT_TIME_NANOS_LENGTH){ + timeStr += StringUtils.repeat("0",FORMAT_TIME_NANOS_LENGTH - timeStr.length()); } return timeStr; } /** * 将边界位置时间转换成对应饿的纳秒时间 - * * @param startLocation 边界位置(起始/结束) * @return */ - public static int getNanos(long startLocation) { + public static int getNanos(long startLocation){ String timeStr = String.valueOf(startLocation); int nanos; - if (timeStr.length() == SECOND_LENGTH) { + if (timeStr.length() == SECOND_LENGTH){ nanos = 0; - } else if (timeStr.length() == MILLIS_LENGTH) { - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, MILLIS_LENGTH)) * 1000000; - } else if (timeStr.length() == MICRO_LENGTH) { - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, MICRO_LENGTH)) * 1000; - } else if (timeStr.length() == NANOS_LENGTH) { - nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH, NANOS_LENGTH)); + } else if (timeStr.length() == MILLIS_LENGTH){ + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,MILLIS_LENGTH)) * 1000000; + } else if (timeStr.length() == MICRO_LENGTH){ + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,MICRO_LENGTH)) * 1000; + } else if (timeStr.length() == NANOS_LENGTH){ + nanos = Integer.parseInt(timeStr.substring(SECOND_LENGTH,NANOS_LENGTH)); } else { throw new IllegalArgumentException("Unknown time unit:startLocation=" + startLocation); } @@ -400,20 +327,19 @@ public static int getNanos(long startLocation) { /** * 将边界位置时间转换成对应饿的毫秒时间 - * - * @param startLocation 边界位置(起始/结束) + * @param startLocation 边界位置(起始/结束) * @return */ - public static long getMillis(long startLocation) { + public static long getMillis(long startLocation){ String timeStr = String.valueOf(startLocation); long millisSecond; - if (timeStr.length() == SECOND_LENGTH) { + if (timeStr.length() == SECOND_LENGTH){ millisSecond = startLocation * 1000; - } else if (timeStr.length() == MILLIS_LENGTH) { + } else if (timeStr.length() == MILLIS_LENGTH){ millisSecond = startLocation; - } else if (timeStr.length() == MICRO_LENGTH) { + } else if (timeStr.length() == MICRO_LENGTH){ millisSecond = startLocation / 1000; - } else if (timeStr.length() == NANOS_LENGTH) { + } else if (timeStr.length() == NANOS_LENGTH){ millisSecond = startLocation / 1000000; } else { throw new IllegalArgumentException("Unknown time unit:startLocation=" + startLocation); @@ -424,24 +350,23 @@ public static long getMillis(long startLocation) { /** * 格式化jdbc连接 - * - * @param dbUrl 原jdbc连接 - * @param extParamMap 需要额外添加的参数 - * @return 格式化后jdbc连接URL字符串 + * @param dbUrl 原jdbc连接 + * @param extParamMap 需要额外添加的参数 + * @return 格式化后jdbc连接URL字符串 */ - public static String formatJdbcUrl(String dbUrl, Map extParamMap) { + public static String formatJdbcUrl(String dbUrl, Map extParamMap){ String[] splits = DB_PATTERN.split(dbUrl); - Map paramMap = new HashMap<>(16); - if (splits.length > 1) { + Map paramMap = new HashMap<>(16); + if(splits.length > 1) { String[] pairs = splits[1].split("&"); - for (String pair : pairs) { + for(String pair : pairs) { String[] leftRight = pair.split("="); paramMap.put(leftRight[0], leftRight[1]); } } - if (!CollectionUtil.isNullOrEmpty(extParamMap)) { + if(!CollectionUtil.isNullOrEmpty(extParamMap)){ paramMap.putAll(extParamMap); } paramMap.put("useCursorFetch", "true"); @@ -450,8 +375,8 @@ public static String formatJdbcUrl(String dbUrl, Map extParamMap StringBuffer sb = new StringBuffer(dbUrl.length() + 128); sb.append(splits[0]).append("?"); int index = 0; - for (Map.Entry entry : paramMap.entrySet()) { - if (index != 0) { + for(Map.Entry entry : paramMap.entrySet()) { + if(index != 0) { sb.append("&"); } sb.append(entry.getKey()).append("=").append(entry.getValue()); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/DistributedJdbcDataReader.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/DistributedJdbcDataReader.java index 4faa32e0ce..f4442111d7 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/DistributedJdbcDataReader.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/DistributedJdbcDataReader.java @@ -107,8 +107,8 @@ protected DistributedJdbcInputFormatBuilder getBuilder(){ throw new RuntimeException("子类必须覆盖getBuilder方法"); } - protected List buildConnections(){ - List sourceList = new ArrayList<>(connectionConfigs.size()); + protected ArrayList buildConnections(){ + ArrayList sourceList = new ArrayList<>(connectionConfigs.size()); for (ReaderConfig.ParameterConfig.ConnectionConfig connectionConfig : connectionConfigs) { String curUsername = (StringUtils.isBlank(connectionConfig.getUsername())) ? username : connectionConfig.getUsername(); String curPassword = (StringUtils.isBlank(connectionConfig.getPassword())) ? password : connectionConfig.getPassword(); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java index 2d33a29161..6e9534b554 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormat.java @@ -30,7 +30,11 @@ import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import java.io.*; +import java.io.ByteArrayInputStream; +import java.io.ByteArrayOutputStream; +import java.io.IOException; +import java.io.ObjectInputStream; +import java.io.ObjectOutputStream; import java.sql.Connection; import java.sql.ResultSet; import java.sql.SQLException; @@ -65,7 +69,7 @@ public class DistributedJdbcInputFormat extends BaseRichInputFormat { protected List descColumnTypeList; - protected List sourceList; + protected ArrayList sourceList; protected transient int sourceIndex; @@ -197,7 +201,7 @@ protected void closeCurrentSource(){ @Override protected void closeInternal() throws IOException { - + closeCurrentSource(); } @Override @@ -208,7 +212,7 @@ public InputSplit[] createInputSplitsInternal(int minPart) throws IOException { Object[][] parmeter = DbUtil.getParameterValues(numPartitions); for (int j = 0; j < numPartitions; j++) { DistributedJdbcInputSplit split = new DistributedJdbcInputSplit(j,numPartitions); - List sourceCopy = deepCopyList(sourceList); + ArrayList sourceCopy = deepCopyList(sourceList); for (int i = 0; i < sourceCopy.size(); i++) { sourceCopy.get(i).setSplitByKey(true); sourceCopy.get(i).setParameterValues(parmeter[j]); @@ -221,7 +225,9 @@ public InputSplit[] createInputSplitsInternal(int minPart) throws IOException { if (partNum == 0){ for (int i = 0; i < sourceList.size(); i++) { DistributedJdbcInputSplit split = new DistributedJdbcInputSplit(i,numPartitions); - split.setSourceList(Arrays.asList(sourceList.get(i))); + ArrayList arrayList = new ArrayList<>(); + arrayList.add(sourceList.get(i)); + split.setSourceList(arrayList); inputSplits[i] = split; } } else { @@ -250,7 +256,7 @@ public boolean reachedEnd() throws IOException { return readNextRecord(); } - public List deepCopyList(List src) throws IOException{ + public ArrayList deepCopyList(ArrayList src) throws IOException{ try { ByteArrayOutputStream byteOut = new ByteArrayOutputStream(); ObjectOutputStream out = new ObjectOutputStream(byteOut); @@ -258,7 +264,7 @@ public List deepCopyList(List src) throws IOException{ ByteArrayInputStream byteIn = new ByteArrayInputStream(byteOut.toByteArray()); ObjectInputStream in = new ObjectInputStream(byteIn); - List dest = (List) in.readObject(); + ArrayList dest = (ArrayList) in.readObject(); return dest; } catch (Exception e){ diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormatBuilder.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormatBuilder.java index 28f2c2c5f1..0c8b21c07f 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormatBuilder.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputFormatBuilder.java @@ -24,6 +24,7 @@ import com.dtstack.flinkx.reader.MetaColumn; import org.apache.commons.lang.StringUtils; +import java.util.ArrayList; import java.util.List; /** @@ -65,7 +66,7 @@ public void setSplitKey(String splitKey){ format.splitKey = splitKey; } - public void setSourceList(List sourceList){ + public void setSourceList(ArrayList sourceList){ format.sourceList = sourceList; } diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputSplit.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputSplit.java index 724f9532d5..43df7f5c88 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputSplit.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/DistributedJdbcInputSplit.java @@ -32,7 +32,7 @@ */ public class DistributedJdbcInputSplit extends GenericInputSplit { - private List sourceList; + private ArrayList sourceList; public DistributedJdbcInputSplit(int partitionNumber, int totalNumberOfPartitions) { super(partitionNumber, totalNumberOfPartitions); @@ -54,11 +54,11 @@ public void addSource(DataSource source){ this.sourceList.add(source); } - public List getSourceList() { + public ArrayList getSourceList() { return sourceList; } - public void setSourceList(List sourceList) { + public void setSourceList(ArrayList sourceList) { this.sourceList = sourceList; } } diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index 706600d712..d71fa41d16 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -27,12 +27,8 @@ import com.dtstack.flinkx.rdb.type.TypeConverterInterface; import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.reader.MetaColumn; -import com.dtstack.flinkx.util.*; import com.dtstack.flinkx.restore.FormatState; -import com.dtstack.flinkx.util.ClassUtil; -import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.StringUtil; -import com.dtstack.flinkx.util.UrlUtil; +import com.dtstack.flinkx.util.*; import com.google.gson.Gson; import org.apache.commons.lang3.StringUtils; import org.apache.flink.api.common.accumulators.LongMaximum; @@ -48,7 +44,9 @@ import java.io.IOException; import java.sql.*; import java.util.Date; -import java.util.*; +import java.util.HashMap; +import java.util.List; +import java.util.Map; import java.util.concurrent.TimeUnit; /** @@ -161,7 +159,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { initMetric(inputSplit); String startLocation = incrementConfig.getStartLocation(); if (incrementConfig.isPolling()) { - endLocationAccumulator.add(Long.parseLong(startLocation)); + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(Long.parseLong(startLocation)); + } isTimestamp = "timestamp".equalsIgnoreCase(incrementConfig.getColumnType()); } else if ((incrementConfig.isIncrement() && incrementConfig.isUseMaxFunc())) { getMaxValue(inputSplit); @@ -252,6 +252,12 @@ public Row nextRecordInternal(Row row) throws IOException { boolean isUpdateLocation = incrementConfig.isPolling() || (incrementConfig.isIncrement() && !incrementConfig.isUseMaxFunc()); if (isUpdateLocation) { Object incrementVal = resultSet.getObject(incrementConfig.getColumnName()); + if(incrementVal != null) { + if((incrementVal instanceof java.util.Date + || incrementVal.getClass().getSimpleName().toUpperCase().contains("TIMESTAMP")) ) { + incrementVal = resultSet.getTimestamp(incrementConfig.getColumnName()); + } + } String location; if(incrementConfig.isPolling()){ location = String.valueOf(incrementVal); @@ -371,7 +377,7 @@ public String getMaxValueFromApi(){ } String url = monitorUrls; - if (monitorUrls.startsWith("http")) { + if (monitorUrls.startsWith(ConstantValue.PROTOCOL_HTTP)) { url = String.format("%s/jobs/%s/accumulators", monitorUrls, jobId); } @@ -707,10 +713,10 @@ private String getLocation(String columnType, Object columnVal) { long time = ((Timestamp) columnVal).getTime() / 1000; String nanosStr = String.valueOf(((Timestamp) columnVal).getNanos()); - if (nanosStr.length() == 9) { + if (nanosStr.length() == DbUtil.NANOS_PART_LENGTH) { location = time + nanosStr; } else { - String fillZeroStr = StringUtils.repeat("0", 9 - nanosStr.length()); + String fillZeroStr = StringUtils.repeat("0", DbUtil.NANOS_PART_LENGTH - nanosStr.length()); location = time + fillZeroStr + nanosStr; } } else { @@ -808,7 +814,7 @@ protected void executeQuery(String startLocation) throws SQLException { queryForPolling(startLocation); } } else { - Statement statement = dbConn.createStatement(resultSetType, resultSetConcurrency); + statement = dbConn.createStatement(resultSetType, resultSetConcurrency); statement.setFetchSize(fetchSize); statement.setQueryTimeout(queryTimeOut); resultSet = statement.executeQuery(querySql); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java index cb48f98b59..ae788328f2 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.rdb.inputformat; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.rdb.DatabaseInterface; import com.dtstack.flinkx.rdb.datareader.IncrementConfig; @@ -128,6 +129,10 @@ protected void checkFormat() { if (StringUtils.isEmpty(format.splitKey) && format.numPartitions > 1){ throw new IllegalArgumentException("Must specify the split column when the channel is greater than 1"); } + + if (format.fetchSize > ConstantValue.MAX_BATCH_SIZE) { + throw new IllegalArgumentException("批量读取条数必须小于[200000]条"); + } } } diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java index 2a94afb8ff..a07eb3473c 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java @@ -32,7 +32,15 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.*; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_BATCH_SIZE; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_FULL_COLUMN; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_INSERT_SQL_MODE; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_POST_SQL; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_PRE_SQL; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_UPDATE_KEY; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_USERNAME; +import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_WRITE_MODE; /** * The Writer plugin for any database that can be connected via JDBC. diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java index bd2dc5afe1..47ab767ef3 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java @@ -30,12 +30,19 @@ import com.google.gson.Gson; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.ObjectUtils; +import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; import org.slf4j.Logger; import org.slf4j.LoggerFactory; -import java.sql.*; +import java.sql.Connection; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.ResultSetMetaData; +import java.sql.SQLException; +import java.sql.Statement; import java.util.ArrayList; +import java.util.Arrays; import java.util.HashMap; import java.util.List; import java.util.Map; @@ -107,6 +114,7 @@ public class JdbcOutputFormat extends BaseRichOutputFormat { "AND t.table_name = '%s'"; protected final static String CONN_CLOSE_ERROR_MSG = "No operations allowed"; + protected static List STRING_TYPES = Arrays.asList("CHAR", "VARCHAR","TINYBLOB","TINYTEXT","BLOB","TEXT", "MEDIUMBLOB", "MEDIUMTEXT", "LONGBLOB", "LONGTEXT"); protected PreparedStatement prepareTemplates() throws SQLException { if(CollectionUtils.isEmpty(fullColumn)) { @@ -202,7 +210,13 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { int index = 0; try { for (; index < row.getArity(); index++) { - preparedStatement.setObject(index+1,getField(row,index)); + Object object = row.getField(index); + if( object instanceof String && StringUtils.isBlank((String) object)){ + if(!STRING_TYPES.contains(columnType.get(index))){ + object = null; + } + } + preparedStatement.setObject(index+1, object); } preparedStatement.execute(); @@ -233,8 +247,14 @@ protected String recordConvertDetailErrorMessage(int pos, Row row) { protected void writeMultipleRecordsInternal() throws Exception { try { for (Row row : rows) { - for (int j = 0; j < row.getArity(); ++j) { - preparedStatement.setObject(j + 1, getField(row, j)); + for (int index = 0; index < row.getArity(); index++) { + Object object = row.getField(index); + if( object instanceof String && StringUtils.isBlank((String) object)){ + if(!STRING_TYPES.contains(columnType.get(index))){ + object = null; + } + } + preparedStatement.setObject(index+1, object); } preparedStatement.addBatch(); diff --git a/flinkx-redis/flinkx-redis-core/src/main/java/com/dtstack/flinkx/redis/JedisUtil.java b/flinkx-redis/flinkx-redis-core/src/main/java/com/dtstack/flinkx/redis/JedisUtil.java index 31f40ecb64..9aed6f527b 100644 --- a/flinkx-redis/flinkx-redis-core/src/main/java/com/dtstack/flinkx/redis/JedisUtil.java +++ b/flinkx-redis/flinkx-redis-core/src/main/java/com/dtstack/flinkx/redis/JedisUtil.java @@ -19,13 +19,18 @@ package com.dtstack.flinkx.redis; import com.dtstack.flinkx.util.TelnetUtil; -import redis.clients.jedis.*; +import redis.clients.jedis.Jedis; +import redis.clients.jedis.JedisPool; +import redis.clients.jedis.JedisPoolConfig; import java.util.Properties; import java.util.regex.Matcher; import java.util.regex.Pattern; -import static com.dtstack.flinkx.redis.RedisConfigKeys.*; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_DB; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_HOST_PORT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_TIMEOUT; /** * Utilities for redis database connection diff --git a/flinkx-redis/flinkx-redis-writer/pom.xml b/flinkx-redis/flinkx-redis-writer/pom.xml index 4a92436c6b..891f05acf5 100644 --- a/flinkx-redis/flinkx-redis-writer/pom.xml +++ b/flinkx-redis/flinkx-redis-writer/pom.xml @@ -56,8 +56,12 @@ shade.rediswriter.io.netty - com.google - shade.rediswriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java index 7fe2fe9358..2fc85d1fd3 100644 --- a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java +++ b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java @@ -30,9 +30,15 @@ import java.io.IOException; import java.text.SimpleDateFormat; -import java.util.*; +import java.util.ArrayList; +import java.util.Date; +import java.util.List; +import java.util.Properties; -import static com.dtstack.flinkx.redis.RedisConfigKeys.*; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_DB; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_HOST_PORT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_TIMEOUT; /** * OutputFormat for writing data to redis database. @@ -70,6 +76,8 @@ public class RedisOutputFormat extends BaseRichOutputFormat { private static final int CRITICAL_TIME = 60 * 60 * 24 * 30; + private static final int KEY_VALUE_SIZE = 2; + @Override public void configure(Configuration parameters) { super.configure(parameters); @@ -138,7 +146,7 @@ private void processTimeFormat(Row row){ } private List getFieldAndValue(Row row){ - if(row.getArity() - keyIndexes.size() != 2){ + if(row.getArity() - keyIndexes.size() != KEY_VALUE_SIZE){ throw new IllegalArgumentException("Each row record can have only one pair of attributes and values except key"); } @@ -185,7 +193,7 @@ private String concatKey(Row row){ @Override protected void writeMultipleRecordsInternal() throws Exception { - // Still not supported + notSupportBatchWrite("RedisWriter"); } @Override diff --git a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormatBuilder.java b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormatBuilder.java index e9480525ae..3b291ece1c 100644 --- a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormatBuilder.java +++ b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormatBuilder.java @@ -95,5 +95,7 @@ protected void checkFormat() { if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ throw new UnsupportedOperationException("This plugin not support restore from failed state"); } + + notSupportBatchWrite("RedisWriter"); } } diff --git a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisWriter.java b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisWriter.java index c64e2a3b29..fa33f2c739 100644 --- a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisWriter.java +++ b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisWriter.java @@ -31,7 +31,18 @@ import java.util.ArrayList; import java.util.List; -import static com.dtstack.flinkx.redis.RedisConfigKeys.*; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_BATCH_SIZE; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_DATE_FORMAT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_DB; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_EXPIRE_TIME; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_HOST_PORT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_KEY_FIELD_DELIMITER; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_KEY_INDEXES; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_MODE; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_PASSWORD; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_TIMEOUT; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_TYPE; +import static com.dtstack.flinkx.redis.RedisConfigKeys.KEY_VALUE_FIELD_DELIMITER; /** * The writer plugin for redis database diff --git a/flinkx-restapi/flinkx-restapi-core/pom.xml b/flinkx-restapi/flinkx-restapi-core/pom.xml new file mode 100644 index 0000000000..742c77488d --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/pom.xml @@ -0,0 +1,20 @@ + + + + flinkx-restapi + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-restapi-core + + + org.apache.httpcomponents + httpclient + ${http.version} + + + \ No newline at end of file diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpMethod.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpMethod.java new file mode 100644 index 0000000000..338ba84b1c --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpMethod.java @@ -0,0 +1,44 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.restapi.common; + +/** + * @author : tiezhu + * @date : 2020/3/13 + */ +public enum HttpMethod { + // http 请求方式 + GET, + POST, + PUT, + PATCH, + DELETE, + COPY, + HEAD, + OPTIONS, + LINK, + UNLINK, + PURGE, + LOCK, + UNLOCK, + PROPFIND, + VIEW + ; + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java new file mode 100644 index 0000000000..b37770ecb6 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java @@ -0,0 +1,115 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import com.dtstack.flinkx.util.GsonUtil; +import org.apache.http.client.config.RequestConfig; +import org.apache.http.client.methods.HttpGet; +import org.apache.http.client.methods.HttpPost; +import org.apache.http.client.methods.HttpRequestBase; +import org.apache.http.entity.StringEntity; +import org.apache.http.impl.client.CloseableHttpClient; +import org.apache.http.impl.client.HttpClientBuilder; +import org.apache.http.impl.conn.PoolingHttpClientConnectionManager; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/16 + */ +public class HttpUtil { + protected static final Logger LOG = LoggerFactory.getLogger(HttpUtil.class); + private static final int COUNT = 32; + private static final int TOTAL_COUNT = 1000; + private static final int TIME_OUT = 5000; + private static final int EXECUTION_COUNT = 5; + + public static CloseableHttpClient getHttpClient() { + // 设置自定义的重试策略 + MyServiceUnavailableRetryStrategy strategy = new MyServiceUnavailableRetryStrategy + .Builder() + .executionCount(EXECUTION_COUNT) + .retryInterval(1000) + .build(); + // 设置自定义的重试Handler + MyHttpRequestRetryHandler retryHandler = new MyHttpRequestRetryHandler + .Builder() + .executionCount(EXECUTION_COUNT) + .build(); + // 设置超时时间 + RequestConfig requestConfig = RequestConfig.custom() + .setConnectTimeout(TIME_OUT) + .setConnectionRequestTimeout(TIME_OUT) + .setSocketTimeout(TIME_OUT) + .build(); + // 设置Http连接池 + PoolingHttpClientConnectionManager pcm = new PoolingHttpClientConnectionManager(); + pcm.setDefaultMaxPerRoute(COUNT); + pcm.setMaxTotal(TOTAL_COUNT); + + return HttpClientBuilder.create() + .setServiceUnavailableRetryStrategy(strategy) + .setRetryHandler(retryHandler) + .setDefaultRequestConfig(requestConfig) + .setConnectionManager(pcm) + .build(); +// return HttpClientBuilder.create().build(); + } + + public static HttpRequestBase getRequest(String method, + Map requestBody, + Map header, + String url) { + LOG.debug("current request url: {} current method:{} \n", url, method); + HttpRequestBase request = null; + + if (HttpMethod.GET.name().equalsIgnoreCase(method)) { + request = new HttpGet(url); + } else if (HttpMethod.POST.name().equalsIgnoreCase(method)) { + HttpPost post = new HttpPost(url); + post.setEntity(getEntityData(requestBody)); + request = post; + } else { + throw new RuntimeException("Unsupported method:" + method); + } + + for (Map.Entry entry : header.entrySet()) { + request.addHeader(entry.getKey(), entry.getValue()); + } + return request; + } + + public static void closeClient(CloseableHttpClient httpClient) { + try { + httpClient.close(); + } catch (IOException e) { + throw new RuntimeException("close client error"); + } + } + + public static StringEntity getEntityData(Map body) { + StringEntity stringEntity = new StringEntity(GsonUtil.GSON.toJson(body), StandardCharsets.UTF_8); + stringEntity.setContentEncoding(StandardCharsets.UTF_8.name()); + return stringEntity; + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyHttpRequestRetryHandler.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyHttpRequestRetryHandler.java new file mode 100644 index 0000000000..e0689cb658 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyHttpRequestRetryHandler.java @@ -0,0 +1,96 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import org.apache.http.HttpEntityEnclosingRequest; +import org.apache.http.HttpRequest; +import org.apache.http.NoHttpResponseException; +import org.apache.http.client.HttpRequestRetryHandler; +import org.apache.http.client.protocol.HttpClientContext; +import org.apache.http.protocol.HttpContext; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import javax.net.ssl.SSLException; +import java.io.IOException; +import java.io.InterruptedIOException; +import java.net.UnknownHostException; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class MyHttpRequestRetryHandler implements HttpRequestRetryHandler { + protected static final Logger LOG = LoggerFactory.getLogger(MyHttpRequestRetryHandler.class); + + private int executionMaxCount; + + public MyHttpRequestRetryHandler(Builder builder) { + this.executionMaxCount = builder.executionMaxCount; + } + + @Override + public boolean retryRequest(IOException exception, int executionCount, HttpContext context) { + LOG.info("第" + executionCount + "次重试"); + + if (executionCount >= this.executionMaxCount) { + // Do not retry if over max retry count + return false; + } + if (exception instanceof InterruptedIOException) { + // Timeout + return true; + } + if (exception instanceof UnknownHostException) { + // Unknown host + return true; + } + if (exception instanceof SSLException) { + // SSL handshake exception + return true; + } + if (exception instanceof NoHttpResponseException) { + // No response + return true; + } + + HttpClientContext clientContext = HttpClientContext.adapt(context); + HttpRequest request = clientContext.getRequest(); + boolean idempotent = !(request instanceof HttpEntityEnclosingRequest); + // Retry if the request is considered idempotent + return !idempotent; + } + + + public static final class Builder { + private int executionMaxCount; + + public Builder() { + executionMaxCount = 5; + } + + public Builder executionCount(int executionCount) { + this.executionMaxCount = executionCount; + return this; + } + + public MyHttpRequestRetryHandler build() { + return new MyHttpRequestRetryHandler(this); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyServiceUnavailableRetryStrategy.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyServiceUnavailableRetryStrategy.java new file mode 100644 index 0000000000..c215926588 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MyServiceUnavailableRetryStrategy.java @@ -0,0 +1,73 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import org.apache.http.HttpResponse; +import org.apache.http.client.ServiceUnavailableRetryStrategy; +import org.apache.http.protocol.HttpContext; + +/** + * @author : tiezhu + * @date : 2020/3/12 + * 自定义httpClient重试策略,默认重试次数为5,重试时间间隔为2s + */ +public class MyServiceUnavailableRetryStrategy implements ServiceUnavailableRetryStrategy { + private int executionCount; + private long retryInterval; + + public MyServiceUnavailableRetryStrategy(Builder builder) { + this.executionCount = builder.executionCount; + this.retryInterval = builder.retryInterval; + } + + @Override + public boolean retryRequest(HttpResponse httpResponse, int executionCount, HttpContext httpContext) { + int successCode = 200; + return httpResponse.getStatusLine().getStatusCode() != successCode + && executionCount < this.executionCount; + } + + @Override + public long getRetryInterval() { + return this.retryInterval; + } + + public static final class Builder { + private int executionCount; + private long retryInterval; + + public Builder() { + executionCount = 5; + retryInterval = 2000; + } + + public Builder executionCount(int executionCount) { + this.executionCount = executionCount; + return this; + } + + public Builder retryInterval(long retryInterval) { + this.retryInterval = retryInterval; + return this; + } + + public MyServiceUnavailableRetryStrategy build() { + return new MyServiceUnavailableRetryStrategy(this); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestapiKeys.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestapiKeys.java new file mode 100644 index 0000000000..8821e3777c --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestapiKeys.java @@ -0,0 +1,32 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +/** + * @author : tiezhu + * @date : 2020/3/19 + */ +public class RestapiKeys { + public static final String KEY_METHOD = "method"; + public static final String KEY_HEADER = "header"; + public static final String KEY_BODY = "body"; + public static final String KEY_PARAMS = "params"; + public static final String KEY_COLUMN = "column"; + public static final String KEY_URL = "url"; + public static final String KEY_BATCH_INTERVAL = "batchInterval"; +} diff --git a/flinkx-restapi/flinkx-restapi-reader/pom.xml b/flinkx-restapi/flinkx-restapi-reader/pom.xml new file mode 100644 index 0000000000..8e27c23493 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/pom.xml @@ -0,0 +1,99 @@ + + + + flinkx-restapi + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-restapi-reader + + + + com.dtstack.flinkx + flinkx-restapi-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.restapireader.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java new file mode 100644 index 0000000000..59c6b535de --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java @@ -0,0 +1,109 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.inputformat; + +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.dtstack.flinkx.restapi.common.HttpUtil; +import com.dtstack.flinkx.util.GsonUtil; +import org.apache.flink.core.io.GenericInputSplit; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; +import org.apache.http.HttpEntity; +import org.apache.http.client.methods.CloseableHttpResponse; +import org.apache.http.client.methods.HttpUriRequest; +import org.apache.http.impl.client.CloseableHttpClient; +import org.apache.http.util.EntityUtils; + +import java.io.IOException; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiInputFormat extends BaseRichInputFormat { + + protected String url; + + protected String method; + + protected transient CloseableHttpClient httpClient; + + protected Map header; + + protected Map entityDataToMap; + + protected boolean getData; + + @Override + public void openInputFormat() throws IOException { + super.openInputFormat(); + httpClient = HttpUtil.getHttpClient(); + } + + @Override + public void closeInputFormat() { + HttpUtil.closeClient(httpClient); + } + + + @Override + @SuppressWarnings("unchecked") + protected void openInternal(InputSplit inputSplit) throws IOException { + HttpUriRequest request = HttpUtil.getRequest(method, header,null, url); + try { + CloseableHttpResponse httpResponse = httpClient.execute(request); + HttpEntity entity = httpResponse.getEntity(); + if (entity != null) { + String entityData = EntityUtils.toString(entity); + entityDataToMap = GsonUtil.GSON.fromJson(entityData, Map.class); + getData = true; + } else { + throw new RuntimeException("entity is null"); + } + } catch (Exception e) { + throw new RuntimeException("get entity error"); + } + } + + @Override + protected InputSplit[] createInputSplitsInternal(int minNumSplits) throws Exception { + InputSplit[] inputSplits = new InputSplit[minNumSplits]; + for (int i = 0; i < minNumSplits; i++) { + inputSplits[i] = new GenericInputSplit(i, minNumSplits); + } + return inputSplits; + } + + @Override + protected Row nextRecordInternal(Row row) throws IOException { + row = new Row(1); + row.setField(0, entityDataToMap); + getData = false; + return row; + } + + @Override + protected void closeInternal() throws IOException { + } + + @Override + public boolean reachedEnd() throws IOException { + return !getData; + } +} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java new file mode 100644 index 0000000000..ac636b4038 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java @@ -0,0 +1,46 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.inputformat; + +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; + +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiInputFormatBuilder extends BaseRichInputFormatBuilder { + protected RestapiInputFormat format; + + public RestapiInputFormatBuilder(){ super.format = format = new RestapiInputFormat();} + + public void setUrl(String url){this.format.url = url;} + public void setHeader(Map header){ this.format.header = header;} + public void setMethod(String method){ this.format.method = method;} + + @Override + protected void checkFormat() { + if(format.url.isEmpty()){ + throw new IllegalArgumentException("缺少url"); + } + if (format.method.isEmpty()) { + throw new IllegalArgumentException("缺少method"); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java new file mode 100644 index 0000000000..162de36054 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.reader.BaseDataReader; +import com.dtstack.flinkx.restapi.inputformat.RestapiInputFormatBuilder; +import com.google.common.collect.Maps; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +import java.util.ArrayList; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiReader extends BaseDataReader { + + private String url; + + private String method; + + private Map header = Maps.newHashMap(); + + private ArrayList> temp; + + @SuppressWarnings("unchecked") + public RestapiReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + + url = readerConfig.getParameter().getStringVal("url"); + method = readerConfig.getParameter().getStringVal("method"); + temp = (ArrayList>) readerConfig.getParameter().getVal("header"); + if (temp != null) { + for (Map map : temp) { + header.putAll(map); + } + } + } + + @Override + public DataStream readData() { + RestapiInputFormatBuilder builder = new RestapiInputFormatBuilder(); + + builder.setHeader(header); + builder.setMethod(method); + builder.setUrl(url); + + return createInput(builder.finish()); + } +} diff --git a/flinkx-restapi/flinkx-restapi-writer/pom.xml b/flinkx-restapi/flinkx-restapi-writer/pom.xml new file mode 100644 index 0000000000..00a801c2b1 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-writer/pom.xml @@ -0,0 +1,99 @@ + + + + flinkx-restapi + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-restapi-writer + + + + com.dtstack.flinkx + flinkx-restapi-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.restapiwriter.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java new file mode 100644 index 0000000000..ce96f57a74 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java @@ -0,0 +1,150 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.outputformat; + +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; +import com.dtstack.flinkx.restapi.common.HttpUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.google.common.collect.Maps; +import org.apache.flink.types.Row; +import org.apache.http.HttpStatus; +import org.apache.http.client.methods.CloseableHttpResponse; +import org.apache.http.client.methods.HttpRequestBase; +import org.apache.http.impl.client.CloseableHttpClient; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.Iterator; +import java.util.List; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + * 当前只考虑了元数据读取，和带有字段名column读取的情况，其他情况暂未考虑 + */ +public class RestapiOutputFormat extends BaseRichOutputFormat { + + protected String url; + + protected String method; + + protected ArrayList column; + + protected Map params; + + protected Map body; + + protected Map header; + + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException { + // Nothing to do + } + + @Override + protected void writeSingleRecordInternal(Row row) throws WriteRecordException { + LOG.info("start write single record"); + CloseableHttpClient httpClient = HttpUtil.getHttpClient(); + int index = 0; + Map requestBody = Maps.newHashMap(); + Object dataRow; + try { + dataRow = getDataFromRow(row, column); + if (!params.isEmpty()) { + Iterator iterator = params.entrySet().iterator(); + while (iterator.hasNext()) { + Map.Entry entry = (Map.Entry) iterator.next(); + body.put((String) entry.getKey(), entry.getValue()); + } + } + body.put("data", dataRow); + requestBody.put("json", body); + LOG.debug("当前发送的数据为:{}", GsonUtil.GSON.toJson(requestBody)); + sendRequest(httpClient, requestBody, method, header, url); + } catch (Exception e) { + requestErrorMessage(e, index, row); + } finally { + // 最后不管发送是否成功，都要关闭client + HttpUtil.closeClient(httpClient); + } + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + LOG.info("start write multiple records"); + try { + CloseableHttpClient httpClient = HttpUtil.getHttpClient(); + List dataRow = new ArrayList<>(); + Map requestBody = Maps.newHashMap(); + for (Row row : rows) { + dataRow.add(getDataFromRow(row, column)); + } + if (!params.isEmpty()) { + Iterator iterator = params.entrySet().iterator(); + while (iterator.hasNext()) { + Map.Entry entry = (Map.Entry) iterator.next(); + body.put((String) entry.getKey(), entry.getValue()); + } + } + body.put("data", dataRow); + requestBody.put("json", body); + LOG.debug("当前发送的数据为:{}", GsonUtil.GSON.toJson(requestBody)); + sendRequest(httpClient, requestBody, method, header, url); + } catch (Exception e) { + LOG.warn("write record error !", e); + } + } + + private void requestErrorMessage(Exception e, int index, Row row) { + if (index < row.getArity()) { + recordConvertDetailErrorMessage(index, row); + LOG.warn("添加脏数据:" + row.getField(index)); + } + } + + private Object getDataFromRow(Row row, List column) throws IOException { + Map columnData = Maps.newHashMap(); + int index = 0; + if (!column.isEmpty()) { + // 如果column不为空，那么将数据和字段名一一对应 + for (; index < row.getArity(); index++) { + columnData.put(column.get(index), row.getField(index)); + } + return GsonUtil.GSON.toJson(columnData); + } else { + return row.getField(index); + } + } + + + private void sendRequest(CloseableHttpClient httpClient, + Map requestBody, + String method, + Map header, + String url) throws IOException { + LOG.debug("当前发送的数据为:{}", GsonUtil.GSON.toJson(requestBody)); + HttpRequestBase request = HttpUtil.getRequest(method, requestBody, header, url); + CloseableHttpResponse httpResponse = httpClient.execute(request); + // 重试之后返回状态码不为200 + if (httpResponse.getStatusLine().getStatusCode() != HttpStatus.SC_OK) { + LOG.warn("重试之后当前请求状态码为" + httpResponse.getStatusLine().getStatusCode()); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormatBuilder.java b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormatBuilder.java new file mode 100644 index 0000000000..3ab4751ea0 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormatBuilder.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.outputformat; + +import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; + +import java.util.ArrayList; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiOutputFormatBuilder extends BaseRichOutputFormatBuilder { + + private RestapiOutputFormat format; + + public RestapiOutputFormatBuilder() { + super.format = format = new RestapiOutputFormat(); + } + + public void setUrl(String url) { + this.format.url = url; + } + + public void setHeader(Map header) { + this.format.header = header; + } + + public void setMethod(String method) { + this.format.method = method; + } + + public void setBody(Map body) { + this.format.body = body; + } + + public void setColumn(ArrayList column) { + format.column = column; + } + + public void setParams(Map params){ + format.params = params; + } + + + @Override + protected void checkFormat() { + if (format.url.isEmpty()) { + throw new IllegalArgumentException("缺少url"); + } + if (format.method.isEmpty()) { + throw new IllegalArgumentException("缺少method"); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java new file mode 100644 index 0000000000..f050abb1b9 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java @@ -0,0 +1,103 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.restapi.common.RestapiKeys; +import com.dtstack.flinkx.restapi.outputformat.RestapiOutputFormatBuilder; +import com.dtstack.flinkx.writer.BaseDataWriter; +import com.google.common.collect.Lists; +import com.google.common.collect.Maps; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.Map; + +/** + * @author : tiezhu + * @date : 2020/3/12 + */ +public class RestapiWriter extends BaseDataWriter { + + protected String url; + + protected String method; + + protected Map header = Maps.newHashMap(); + + protected Map body =Maps.newHashMap(); + + protected ArrayList column = Lists.newArrayList(); + + protected Map params = Maps.newHashMap(); + + protected int batchInterval; + + @SuppressWarnings("unchecked") + public RestapiWriter(DataTransferConfig config) { + super(config); + Object tempObj; + + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + + url = writerConfig.getParameter().getStringVal(RestapiKeys.KEY_URL); + method = writerConfig.getParameter().getStringVal(RestapiKeys.KEY_METHOD); + batchInterval = writerConfig.getParameter().getIntVal(RestapiKeys.KEY_BATCH_INTERVAL, 1); + tempObj = writerConfig.getParameter().getVal(RestapiKeys.KEY_COLUMN); + if (tempObj != null) { + column.addAll((ArrayList) tempObj); + } + + tempObj = writerConfig.getParameter().getVal(RestapiKeys.KEY_HEADER); + if (tempObj != null) { + for (Map map : (ArrayList>) tempObj) { + header.putAll(map); + } + } + + tempObj = writerConfig.getParameter().getVal(RestapiKeys.KEY_BODY); + if (tempObj != null) { + for (Map map : (ArrayList>) tempObj) { + body.putAll(map); + } + } + tempObj = writerConfig.getParameter().getVal(RestapiKeys.KEY_PARAMS); + if (tempObj != null) { + params = (HashMap) tempObj; + } + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + RestapiOutputFormatBuilder builder = new RestapiOutputFormatBuilder(); + + builder.setHeader(header); + builder.setMethod(method); + builder.setUrl(url); + builder.setBody(body); + builder.setColumn(column); + builder.setParams(params); + builder.setBatchInterval(batchInterval); + + return createOutput(dataSet, builder.finish()); + } +} diff --git a/flinkx-restapi/pom.xml b/flinkx-restapi/pom.xml new file mode 100644 index 0000000000..876877c87a --- /dev/null +++ b/flinkx-restapi/pom.xml @@ -0,0 +1,28 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-restapi + pom + + flinkx-restapi-core + flinkx-restapi-writer + flinkx-restapi-reader + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + \ No newline at end of file diff --git a/flinkx-saphana/flinkx-saphana-core/pom.xml b/flinkx-saphana/flinkx-saphana-core/pom.xml index bed09b714f..5ac7f520b5 100644 --- a/flinkx-saphana/flinkx-saphana-core/pom.xml +++ b/flinkx-saphana/flinkx-saphana-core/pom.xml @@ -1,6 +1,6 @@ - flinkx-saphana diff --git a/flinkx-saphana/flinkx-saphana-reader/pom.xml b/flinkx-saphana/flinkx-saphana-reader/pom.xml index ba9e5c4375..8b170aecf7 100644 --- a/flinkx-saphana/flinkx-saphana-reader/pom.xml +++ b/flinkx-saphana/flinkx-saphana-reader/pom.xml @@ -1,6 +1,6 @@ - flinkx-saphana diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml index 8c19fad040..233c1fc5ae 100644 --- a/flinkx-saphana/flinkx-saphana-writer/pom.xml +++ b/flinkx-saphana/flinkx-saphana-writer/pom.xml @@ -1,6 +1,6 @@ - flinkx-saphana diff --git a/flinkx-saphana/pom.xml b/flinkx-saphana/pom.xml index a9ecb0501e..e36168c903 100644 --- a/flinkx-saphana/pom.xml +++ b/flinkx-saphana/pom.xml @@ -1,6 +1,6 @@ - flinkx-all diff --git a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml index 7300b9251f..1cd8f983b1 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml @@ -62,8 +62,12 @@ shade.sqlserverreader.io.netty - com.google - shade.sqlserverreader.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml index e4f6ed9b36..f9d45aeb84 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml @@ -63,8 +63,12 @@ shade.sqlserverwriter.io.netty - com.google - shade.sqlserverwriter.com.google + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty diff --git a/flinkx-stream/flinkx-stream-reader/pom.xml b/flinkx-stream/flinkx-stream-reader/pom.xml index d2dfa853cc..3586e32383 100644 --- a/flinkx-stream/flinkx-stream-reader/pom.xml +++ b/flinkx-stream/flinkx-stream-reader/pom.xml @@ -49,6 +49,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-stream/flinkx-stream-writer/pom.xml b/flinkx-stream/flinkx-stream-writer/pom.xml index f106065763..8466152676 100644 --- a/flinkx-stream/flinkx-stream-writer/pom.xml +++ b/flinkx-stream/flinkx-stream-writer/pom.xml @@ -45,6 +45,16 @@ + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + diff --git a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java index da9a167b59..ac578d2c86 100644 --- a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java +++ b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java @@ -48,7 +48,12 @@ protected void openInternal(int taskNumber, int numTasks) throws IOException { @Override protected void writeSingleRecordInternal(Row row) throws WriteRecordException { if (print) { - LOG.info("subTaskIndex[{}]:{}", taskNumber, row); + LOG.info("subTaskIndex[{}]:{}", taskNumber, rowToStringWithDelimiter(row, writeDelimiter)); + } + + if (restoreConfig.isRestore()) { + formatState.setState(row.getField(restoreConfig.getRestoreColumnIndex())); + LOG.info("print data subTaskIndex[{}]:{}", taskNumber, rowToStringWithDelimiter(row, writeDelimiter)); } } @@ -56,8 +61,19 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { protected void writeMultipleRecordsInternal() throws Exception { if (print) { for (Row row : rows) { - LOG.info(String.valueOf(row)); + LOG.info(rowToStringWithDelimiter(row, writeDelimiter)); + } + } + } + + public String rowToStringWithDelimiter(Row row, String writeDelimiter) { + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < row.getArity(); i++) { + if (i > 0) { + sb.append(writeDelimiter); } + sb.append(StringUtils.arrayAwareToString(row.getField(i))); } + return sb.toString(); } } diff --git a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamWriter.java b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamWriter.java index 246a4eb8bc..05344b6494 100644 --- a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamWriter.java +++ b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamWriter.java @@ -46,7 +46,7 @@ public StreamWriter(DataTransferConfig config) { super(config); print = config.getJob().getContent().get(0).getWriter().getParameter().getBooleanVal("print",false); writeDelimiter = config.getJob().getContent().get(0).getWriter().getParameter().getStringVal("writeDelimiter", "|"); - batchInterval = config.getJob().getContent().get(0).getWriter().getParameter().getIntVal("batchInterval", 20); + batchInterval = config.getJob().getContent().get(0).getWriter().getParameter().getIntVal("batchInterval", 1); List column = config.getJob().getContent().get(0).getWriter().getParameter().getColumn(); metaColumns = MetaColumn.getMetaColumns(column); diff --git a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java index 3b42c064c3..1c84adcfa4 100644 --- a/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java +++ b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/DBUtil.java @@ -1,15 +1,10 @@ package com.dtstack.flinkx.teradata.util; -import com.dtstack.flinkx.rdb.DatabaseInterface; -import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; -import java.sql.*; -import java.util.ArrayList; -import java.util.HashMap; -import java.util.List; -import java.util.Map; +import java.sql.Connection; +import java.sql.DriverManager; +import java.sql.SQLException; /** * @author wuhui @@ -37,38 +32,4 @@ public static Connection getConnection(String url, String username, String passw return dbConn; } - - /** - * 获取表列名类型列表 - * @param dbURL jdbc url - * @param username 数据库账号 - * @param password 数据库密码 - * @param databaseInterface DatabaseInterface - * @param table 表名 - * @param sql sql - * @return - */ - public static List analyzeTable(String dbURL, String username, String password, DatabaseInterface databaseInterface, - String table, String sql) { - List descColumnTypeList = new ArrayList<>(); - Connection dbConn = null; - Statement stmt = null; - ResultSet rs = null; - try { - dbConn = getConnection(dbURL, username, password); - stmt = dbConn.createStatement(); - rs = stmt.executeQuery(databaseInterface.getSqlQuerySqlFields(sql)); - ResultSetMetaData rd = rs.getMetaData(); - - for (int i = 1; i <= rd.getColumnCount(); i++) { - descColumnTypeList.add(rd.getColumnTypeName(i)); - } - } catch (SQLException e) { - throw new RuntimeException(e); - } finally { - DbUtil.closeDbResources(rs, stmt, dbConn, false); - } - - return descColumnTypeList; - } } diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index 0d36c0ef17..b37ab81b88 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -16,351 +16,432 @@ + ch.qos.logback logback-classic 1.1.7 + com.google.guava guava 19.0 + com.google.code.gson gson 2.7 + hadoop-mapreduce-client-core org.apache.hadoop ${hadoop.version} + hadoop-common org.apache.hadoop ${hadoop.version} + hadoop-hdfs org.apache.hadoop ${hadoop.version} + org.apache.flink flink-metrics-core - ${flink.version} + 1.8.1 + org.apache.flink flink-metrics-prometheus_2.11 ${flink.version} + io.prometheus simpleclient ${prometheus.version} + io.prometheus simpleclient_httpserver ${prometheus.version} + io.prometheus simpleclient_pushgateway ${prometheus.version} + com.dtstack.flinkx flinkx-core - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-stream-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-stream-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-carbondata-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-carbondata-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-db2-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-db2-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-es-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-es-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-ftp-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-ftp-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-hbase-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-hbase-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-hdfs-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-hdfs-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-mongodb-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-mongodb-writer - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-mysql-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-mysql-dreader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-mysql-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-odps-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-odps-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-oracle-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-oracle-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-postgresql-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-postgresql-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-sqlserver-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-sqlserver-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-redis-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-rdb-core - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-rdb-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-rdb-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-gbase-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-gbase-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-binlog-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-hive-writer - ${flinkx.version} + 1.6 + org.apache.hive hive-serde 2.1.0 + com.dtstack.flinkx flinkx-kafka11-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka11-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka10-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka10-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka09-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka09-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kudu-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kudu-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-kafka-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-clickhouse-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-clickhouse-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-polardb-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-polardb-writer - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-phoenix-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-phoenix-writer - ${flinkx.version} + 1.6 + + org.apache.hadoop + hadoop-hdfs + ${hadoop.version} + test-jar + + + + org.apache.hadoop + hadoop-common + ${hadoop.version} + test-jar + + + + org.apache.derby + derby + 10.14.2.0 + test + com.dtstack.flinkx flinkx-emqx-reader - ${flinkx.version} + 1.6 com.dtstack.flinkx flinkx-emqx-writer - ${flinkx.version} + 1.6 + + com.dtstack.flinkx + flinkx-restapi-writer + 1.6 + + com.dtstack.flinkx flinkx-dm-reader - ${flinkx.version} + 1.6 + com.dtstack.flinkx flinkx-dm-writer - ${flinkx.version} + 1.6 + + + com.dtstack.flinkx + flinkx-greenplum-reader + 1.6 + + + com.dtstack.flinkx + flinkx-greenplum-writer + 1.6 diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index 33fc1dd035..27883b37a4 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -41,6 +41,8 @@ import com.dtstack.flinkx.ftp.writer.FtpWriter; import com.dtstack.flinkx.gbase.reader.GbaseReader; import com.dtstack.flinkx.gbase.writer.GbaseWriter; +import com.dtstack.flinkx.greenplum.reader.GreenplumReader; +import com.dtstack.flinkx.greenplum.writer.GreenplumWriter; import com.dtstack.flinkx.hbase.reader.HbaseReader; import com.dtstack.flinkx.hbase.writer.HbaseWriter; import com.dtstack.flinkx.hdfs.reader.HdfsReader; @@ -73,6 +75,7 @@ import com.dtstack.flinkx.postgresql.writer.PostgresqlWriter; import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.redis.writer.RedisWriter; +import com.dtstack.flinkx.restapi.writer.RestapiWriter; import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; import com.dtstack.flinkx.stream.reader.StreamReader; @@ -84,7 +87,9 @@ import org.apache.flink.api.common.restartstrategy.RestartStrategies; import org.apache.flink.api.common.time.Time; import org.apache.flink.configuration.Configuration; +import org.apache.flink.core.fs.Path; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; +import org.apache.flink.runtime.state.filesystem.FsStateBackend; import org.apache.flink.streaming.api.CheckpointingMode; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; @@ -112,21 +117,18 @@ public class LocalTest { public static Logger LOG = LoggerFactory.getLogger(LocalTest.class); public static Configuration conf = new Configuration(); - public static void main(String[] args) throws Exception { - setLogLevel(Level.INFO.toString()); - + public static void main(String[] args) throws Exception{ + setLogLevel(Level.DEBUG.toString()); Properties confProperties = new Properties(); // confProperties.put("flink.checkpoint.interval", "10000"); // confProperties.put("flink.checkpoint.stateBackend", "file:///tmp/flinkx_checkpoint"); -// - conf.setString("akka.ask.timeout", "180 s"); - conf.setString("web.timeout", "100000"); + // conf.setString("metrics.reporter.promgateway.class","org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporter"); -// conf.setString("metrics.reporter.promgateway.host","172.16.8.178"); +// conf.setString("metrics.reporter.promgateway.host","127.0.0.1"); // conf.setString("metrics.reporter.promgateway.port","9091"); -// conf.setString("metrics.reporter.promgateway.jobName","kanata"); +// conf.setString("metrics.reporter.promgateway.jobName","108job"); // conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); -// conf.setString("metrics.reporter.promgateway.deleteOnShutdown","false"); +// conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); String jobPath = "D:\\dtstack\\flinkx-all\\flinkx-examples\\examples\\clickhouse_stream.json"; String savePointPath = ""; @@ -134,17 +136,29 @@ public static void main(String[] args) throws Exception { ResultPrintUtil.printResult(result); } - public static JobExecutionResult runJob(File jobFile, Properties confProperties, String savePointPath) throws Exception { + public static JobExecutionResult runJob(File jobFile, Properties confProperties, String savepointPath) throws Exception{ String jobContent = readJob(jobFile); - return runJob(jobContent, confProperties, savePointPath); + return runJob(jobContent, confProperties, savepointPath); } - public static JobExecutionResult runJob(String job, Properties confProperties, String savePointPath) throws Exception { + public static JobExecutionResult runJob(String job, Properties confProperties, String savepointPath) throws Exception{ DataTransferConfig config = DataTransferConfig.parse(job); + + conf.setString("akka.ask.timeout", "180 s"); + conf.setString("web.timeout", String.valueOf(100000)); + MyLocalStreamEnvironment env = new MyLocalStreamEnvironment(conf); + openCheckpointConf(env, confProperties); + env.setParallelism(config.getJob().getSetting().getSpeed().getChannel()); - env.setRestartStrategy(RestartStrategies.noRestart()); + + if (needRestart(config)) { + env.setRestartStrategy(RestartStrategies.fixedDelayRestart( + 10, + Time.of(10, TimeUnit.SECONDS) + )); + } BaseDataReader reader = buildDataReader(config, env); DataStream dataStream = reader.readData(); @@ -163,209 +177,110 @@ public static JobExecutionResult runJob(String job, Properties confProperties, S dataStreamSink.setParallelism(speedConfig.getWriterChannel()); } - if (StringUtils.isNotEmpty(savePointPath)) { - env.setSettings(SavepointRestoreSettings.forPath(savePointPath)); + if(StringUtils.isNotEmpty(savepointPath)){ + env.setSettings(SavepointRestoreSettings.forPath(savepointPath)); } return env.execute(); } + private static boolean needRestart(DataTransferConfig config){ + return config.getJob().getSetting().getRestoreConfig().isRestore(); + } + private static String readJob(File file) { - try(FileInputStream in = new FileInputStream(file);) { + try(FileInputStream in = new FileInputStream(file)) { byte[] fileContent = new byte[(int) file.length()]; in.read(fileContent); return new String(fileContent, StandardCharsets.UTF_8); - } catch (Exception e) { + } catch (Exception e){ throw new RuntimeException(e); } } - private static BaseDataReader buildDataReader(DataTransferConfig config, StreamExecutionEnvironment env) { + private static BaseDataReader buildDataReader(DataTransferConfig config, StreamExecutionEnvironment env){ String readerName = config.getJob().getContent().get(0).getReader().getName(); - BaseDataReader reader; - switch (readerName) { - case PluginNameConstants.STREAM_READER: - reader = new StreamReader(config, env); - break; - case PluginNameConstants.CARBONDATA_READER: - reader = new CarbondataReader(config, env); - break; - case PluginNameConstants.ORACLE_READER: - reader = new OracleReader(config, env); - break; - case PluginNameConstants.POSTGRESQL_READER: - reader = new PostgresqlReader(config, env); - break; - case PluginNameConstants.SQLSERVER_READER: - reader = new SqlserverReader(config, env); - break; - case PluginNameConstants.MYSQLD_READER: - reader = new MysqldReader(config, env); - break; - case PluginNameConstants.MYSQL_READER: - reader = new MysqlReader(config, env); - break; - case PluginNameConstants.DB2_READER: - reader = new Db2Reader(config, env); - break; - case PluginNameConstants.GBASE_READER: - reader = new GbaseReader(config, env); - break; - case PluginNameConstants.ES_READER: - reader = new EsReader(config, env); - break; - case PluginNameConstants.FTP_READER: - reader = new FtpReader(config, env); - break; - case PluginNameConstants.HBASE_READER: - reader = new HbaseReader(config, env); - break; - case PluginNameConstants.HDFS_READER: - reader = new HdfsReader(config, env); - break; - case PluginNameConstants.MONGODB_READER: - reader = new MongodbReader(config, env); - break; - case PluginNameConstants.ODPS_READER: - reader = new OdpsReader(config, env); - break; - case PluginNameConstants.BINLOG_READER: - reader = new BinlogReader(config, env); - break; - case PluginNameConstants.KAFKA09_READER: - reader = new Kafka09Reader(config, env); - break; - case PluginNameConstants.KAFKA10_READER: - reader = new Kafka10Reader(config, env); - break; - case PluginNameConstants.KAFKA11_READER: - reader = new Kafka11Reader(config, env); - break; - case PluginNameConstants.KAFKA_READER: - reader = new KafkaReader(config, env); - break; - case PluginNameConstants.KUDU_READER: - reader = new KuduReader(config, env); - break; - case PluginNameConstants.CLICKHOUSE_READER: - reader = new ClickhouseReader(config, env); - break; - case PluginNameConstants.POLARDB_READER: - reader = new PolardbReader(config, env); - break; - case PluginNameConstants.PHOENIX_READER: - reader = new PhoenixReader(config, env); - break; - case PluginNameConstants.EMQX_READER: - reader = new EmqxReader(config, env); - break; - case PluginNameConstants.DM_READER: - reader = new DmReader(config, env); - break; - default: - throw new IllegalArgumentException("Can not find reader by name:" + readerName); + BaseDataReader reader ; + switch (readerName){ + case PluginNameConstants.STREAM_READER : reader = new StreamReader(config, env); break; + case PluginNameConstants.CARBONDATA_READER : reader = new CarbondataReader(config, env); break; + case PluginNameConstants.ORACLE_READER : reader = new OracleReader(config, env); break; + case PluginNameConstants.POSTGRESQL_READER : reader = new PostgresqlReader(config, env); break; + case PluginNameConstants.SQLSERVER_READER : reader = new SqlserverReader(config, env); break; + case PluginNameConstants.MYSQLD_READER : reader = new MysqldReader(config, env); break; + case PluginNameConstants.MYSQL_READER : reader = new MysqlReader(config, env); break; + case PluginNameConstants.DB2_READER : reader = new Db2Reader(config, env); break; + case PluginNameConstants.GBASE_READER : reader = new GbaseReader(config, env); break; + case PluginNameConstants.ES_READER : reader = new EsReader(config, env); break; + case PluginNameConstants.FTP_READER : reader = new FtpReader(config, env); break; + case PluginNameConstants.HBASE_READER : reader = new HbaseReader(config, env); break; + case PluginNameConstants.HDFS_READER : reader = new HdfsReader(config, env); break; + case PluginNameConstants.MONGODB_READER : reader = new MongodbReader(config, env); break; + case PluginNameConstants.ODPS_READER : reader = new OdpsReader(config, env); break; + case PluginNameConstants.BINLOG_READER : reader = new BinlogReader(config, env); break; + case PluginNameConstants.KAFKA09_READER : reader = new Kafka09Reader(config, env); break; + case PluginNameConstants.KAFKA10_READER : reader = new Kafka10Reader(config, env); break; + case PluginNameConstants.KAFKA11_READER : reader = new Kafka11Reader(config, env); break; + case PluginNameConstants.KAFKA_READER : reader = new KafkaReader(config, env); break; + case PluginNameConstants.KUDU_READER : reader = new KuduReader(config, env); break; + case PluginNameConstants.CLICKHOUSE_READER : reader = new ClickhouseReader(config, env); break; + case PluginNameConstants.POLARDB_READER : reader = new PolardbReader(config, env); break; + case PluginNameConstants.PHOENIX_READER : reader = new PhoenixReader(config, env); break; + case PluginNameConstants.EMQX_READER : reader = new EmqxReader(config, env); break; + case PluginNameConstants.DM_READER : reader = new DmReader(config, env); break; + case PluginNameConstants.GREENPLUM_READER : reader = new GreenplumReader(config, env); break; + default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); } return reader; } - private static BaseDataWriter buildDataWriter(DataTransferConfig config) { + private static BaseDataWriter buildDataWriter(DataTransferConfig config){ String writerName = config.getJob().getContent().get(0).getWriter().getName(); BaseDataWriter writer; - switch (writerName) { - case PluginNameConstants.STREAM_WRITER: - writer = new StreamWriter(config); - break; - case PluginNameConstants.CARBONDATA_WRITER: - writer = new CarbondataWriter(config); - break; - case PluginNameConstants.MYSQL_WRITER: - writer = new MysqlWriter(config); - break; - case PluginNameConstants.SQLSERVER_WRITER: - writer = new SqlserverWriter(config); - break; - case PluginNameConstants.ORACLE_WRITER: - writer = new OracleWriter(config); - break; - case PluginNameConstants.POSTGRESQL_WRITER: - writer = new PostgresqlWriter(config); - break; - case PluginNameConstants.DB2_WRITER: - writer = new Db2Writer(config); - break; - case PluginNameConstants.GBASE_WRITER: - writer = new GbaseWriter(config); - break; - case PluginNameConstants.ES_WRITER: - writer = new EsWriter(config); - break; - case PluginNameConstants.FTP_WRITER: - writer = new FtpWriter(config); - break; - case PluginNameConstants.HBASE_WRITER: - writer = new HbaseWriter(config); - break; - case PluginNameConstants.HDFS_WRITER: - writer = new HdfsWriter(config); - break; - case PluginNameConstants.MONGODB_WRITER: - writer = new MongodbWriter(config); - break; - case PluginNameConstants.ODPS_WRITER: - writer = new OdpsWriter(config); - break; - case PluginNameConstants.REDIS_WRITER: - writer = new RedisWriter(config); - break; - case PluginNameConstants.HIVE_WRITER: - writer = new HiveWriter(config); - break; - case PluginNameConstants.KAFKA09_WRITER: - writer = new Kafka09Writer(config); - break; - case PluginNameConstants.KAFKA10_WRITER: - writer = new Kafka10Writer(config); - break; - case PluginNameConstants.KAFKA11_WRITER: - writer = new Kafka11Writer(config); - break; - case PluginNameConstants.KUDU_WRITER: - writer = new KuduWriter(config); - break; - case PluginNameConstants.CLICKHOUSE_WRITER: - writer = new ClickhouseWriter(config); - break; - case PluginNameConstants.POLARDB_WRITER: - writer = new PolardbWriter(config); - break; - case PluginNameConstants.KAFKA_WRITER: - writer = new KafkaWriter(config); - break; - case PluginNameConstants.PHOENIX_WRITER: - writer = new PhoenixWriter(config); - break; - case PluginNameConstants.EMQX_WRITER: - writer = new EmqxWriter(config); - break; - case PluginNameConstants.DM_WRITER: - writer = new DmWriter(config); - break; - default: - throw new IllegalArgumentException("Can not find writer by name:" + writerName); + switch (writerName){ + case PluginNameConstants.STREAM_WRITER : writer = new StreamWriter(config); break; + case PluginNameConstants.CARBONDATA_WRITER : writer = new CarbondataWriter(config); break; + case PluginNameConstants.MYSQL_WRITER : writer = new MysqlWriter(config); break; + case PluginNameConstants.SQLSERVER_WRITER : writer = new SqlserverWriter(config); break; + case PluginNameConstants.ORACLE_WRITER : writer = new OracleWriter(config); break; + case PluginNameConstants.POSTGRESQL_WRITER : writer = new PostgresqlWriter(config); break; + case PluginNameConstants.DB2_WRITER : writer = new Db2Writer(config); break; + case PluginNameConstants.GBASE_WRITER : writer = new GbaseWriter(config); break; + case PluginNameConstants.ES_WRITER : writer = new EsWriter(config); break; + case PluginNameConstants.FTP_WRITER : writer = new FtpWriter(config); break; + case PluginNameConstants.HBASE_WRITER : writer = new HbaseWriter(config); break; + case PluginNameConstants.HDFS_WRITER : writer = new HdfsWriter(config); break; + case PluginNameConstants.MONGODB_WRITER : writer = new MongodbWriter(config); break; + case PluginNameConstants.ODPS_WRITER : writer = new OdpsWriter(config); break; + case PluginNameConstants.REDIS_WRITER : writer = new RedisWriter(config); break; + case PluginNameConstants.HIVE_WRITER : writer = new HiveWriter(config); break; + case PluginNameConstants.KAFKA09_WRITER : writer = new Kafka09Writer(config); break; + case PluginNameConstants.KAFKA10_WRITER : writer = new Kafka10Writer(config); break; + case PluginNameConstants.KAFKA11_WRITER : writer = new Kafka11Writer(config); break; + case PluginNameConstants.KUDU_WRITER : writer = new KuduWriter(config); break; + case PluginNameConstants.CLICKHOUSE_WRITER : writer = new ClickhouseWriter(config); break; + case PluginNameConstants.POLARDB_WRITER : writer = new PolardbWriter(config); break; + case PluginNameConstants.KAFKA_WRITER : writer = new KafkaWriter(config); break; + case PluginNameConstants.PHOENIX_WRITER : writer = new PhoenixWriter(config); break; + case PluginNameConstants.EMQX_WRITER : writer = new EmqxWriter(config); break; + case PluginNameConstants.RESTAPI_WRITER : writer = new RestapiWriter(config);break; + case PluginNameConstants.DM_WRITER : writer = new DmWriter(config); break; + case PluginNameConstants.GREENPLUM_WRITER : writer = new GreenplumWriter(config); break; + default:throw new IllegalArgumentException("Can not find writer by name:" + writerName); } return writer; } - private static void openCheckpointConf(StreamExecutionEnvironment env, Properties properties) { - if (properties == null) { + private static void openCheckpointConf(StreamExecutionEnvironment env, Properties properties){ + if(properties == null){ return; } - if (properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY) == null) { + if(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY) == null){ return; - } else { + }else{ long interval = Long.parseLong(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY).trim()); //start checkpoint every ${interval} @@ -375,7 +290,7 @@ private static void openCheckpointConf(StreamExecutionEnvironment env, Propertie } String checkpointTimeoutStr = properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_TIMEOUT_KEY); - if (checkpointTimeoutStr != null) { + if(checkpointTimeoutStr != null){ long checkpointTimeout = Long.parseLong(checkpointTimeoutStr); //checkpoints have to complete within one min,or are discard env.getCheckpointConfig().setCheckpointTimeout(checkpointTimeout); @@ -387,6 +302,8 @@ private static void openCheckpointConf(StreamExecutionEnvironment env, Propertie env.getCheckpointConfig().setMaxConcurrentCheckpoints(1); env.getCheckpointConfig().enableExternalizedCheckpoints( CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION); + + env.setStateBackend(new FsStateBackend(new Path("file:///tmp/flinkx_checkpoint"))); env.setRestartStrategy(RestartStrategies.failureRateRestart( FAILURE_RATE, Time.of(FAILURE_INTERVAL, TimeUnit.MINUTES), diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java index f0f047e6b5..21d07e7c9e 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java @@ -53,6 +53,10 @@ public class PluginNameConstants { public static final String SQLSERVER_CDC_READER = "sqlservercdcreader"; public static final String METADATAHIVE2_READER = "metadatahive2reader"; public static final String DM_READER = "dmreader"; + public static final String METADATATIDB_READER = "metadatatidbreader"; + public static final String METADATAORACLE_READER = "metadataoraclereader"; + public static final String METADATAMYSQL_READER = "metadatamysqlreader"; + public static final String GREENPLUM_READER = "greenplumreader"; public static final String STREAM_WRITER = "streamwriter"; public static final String CARBONDATA_WRITER = "carbondatawriter"; @@ -81,4 +85,5 @@ public class PluginNameConstants { public static final String EMQX_WRITER = "emqxwriter"; public static final String RESTAPI_WRITER = "restapiwriter"; public static final String DM_WRITER = "dmwriter"; + public static final String GREENPLUM_WRITER = "greenplumwriter"; } diff --git a/pom.xml b/pom.xml index 8524112890..821397ba25 100644 --- a/pom.xml +++ b/pom.xml @@ -29,7 +29,7 @@ flinkx-clickhouse flinkx-saphana flinkx-teradata - flinkx-cassandra + flinkx-greenplum flinkx-hdfs flinkx-hive @@ -40,22 +40,22 @@ flinkx-phoenix flinkx-carbondata flinkx-kudu + flinkx-cassandra flinkx-redis flinkx-mongodb flinkx-binlog + flinkx-pgwal flinkx-kb flinkx-kafka09 flinkx-kafka10 flinkx-kafka11 flinkx-kafka - flinkx-emqx - flinkx-pgwal flinkx-pulsar - + flinkx-restapi @@ -66,7 +66,7 @@ 2.7.3 4.5.3 ${basedir}/dev - release_1.8.6 + release_1.8.7 @@ -125,9 +125,16 @@ - org.testng - testng - 6.14.3 + junit + junit + 4.12 + test + + + + org.mockito + mockito-core + 3.0.0 test @@ -143,9 +150,24 @@ + + org.jacoco + jacoco-maven-plugin + 0.7.8 + + + + prepare-agent + report + + + + + org.apache.maven.plugins maven-source-plugin + 3.2.1 attach-sources @@ -168,4 +190,20 @@ + + + + org.jacoco + jacoco-maven-plugin + + + + report + + + + + + + \ No newline at end of file From 178532114b6b0500c5d3f8d67b0a056e617c456e Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 17 Jul 2020 11:01:33 +0800 Subject: [PATCH 069/136] fix error word --- docs/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/quickstart.md b/docs/quickstart.md index 71779f930d..626ea18091 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -221,7 +221,7 @@ bin/flinkx -mode yarnPer \ | 名称 | 说明 | 可选值 | 是否必填 | 默认值 | | ------------------ | ------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---- | ----------------------- | -| **model** | 执行模式，也就是flink集群的工作模式 | 1.**local**: 本地模式
2.**standalone**: 独立部署模式的flink集群
3.**yarn**: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster"
4.**yarnPer**: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" | 否 | local | +| **mode** | 执行模式，也就是flink集群的工作模式 | 1.**local**: 本地模式
2.**standalone**: 独立部署模式的flink集群
3.**yarn**: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster"
4.**yarnPer**: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" | 否 | local | | **job** | 数据同步任务描述文件的存放路径；该描述文件中使用json字符串存放任务信息 | 无 | 是 | 无 | | **jobid** | 任务名称 | 无 | 否 | Flink Job | | **pluginRoot** | 插件根目录地址，也就是打包后产生的pluginRoot目录。 | 无 | 否 | $FLINKX_HOME/plugins | From 5ccd38836ec6b9546f173a6e21468039dece2ea4 Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 17 Jul 2020 11:05:43 +0800 Subject: [PATCH 070/136] fix conProp setting --- .../perjob/FlinkPerJobResourceUtil.java | 36 +++++++++---------- .../launcher/perjob/PerJobSubmitter.java | 2 +- .../deployment/ClusterSpecification.java | 11 +++--- 3 files changed, 23 insertions(+), 26 deletions(-) diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java index 508098067d..bef34a032e 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/FlinkPerJobResourceUtil.java @@ -19,6 +19,10 @@ import com.dtstack.flinkx.util.ValueUtil; import org.apache.flink.client.deployment.ClusterSpecification; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.ConfigurationUtils; +import org.apache.flink.configuration.JobManagerOptions; +import org.apache.flink.configuration.TaskManagerOptions; import java.util.Properties; @@ -33,46 +37,42 @@ public class FlinkPerJobResourceUtil { * the minimum memory should be higher than the min heap cutoff */ public final static int MIN_JM_MEMORY = 768; - public final static int MIN_TM_MEMORY = 768; - public final static String JOBMANAGER_MEMORY_MB = "jobmanager.memory.mb"; - public final static String TASKMANAGER_MEMORY_MB = "taskmanager.memory.mb"; public final static String NUMBER_TASK_MANAGERS = "taskmanager.num"; - public final static String SLOTS_PER_TASKMANAGER = "taskmanager.slots"; /** * the specification of this per-job mode cost * @param conProp taskParams * @return */ - public static ClusterSpecification createClusterSpecification(Properties conProp){ - int jobmanagerMemoryMb = 768; - int taskmanagerMemoryMb = 768; - int numberTaskManagers = 1; - int slotsPerTaskManager = 1; + public static ClusterSpecification createClusterSpecification(Properties conProp, Configuration flinkConfig){ + int jobManagerMemoryMb = ConfigurationUtils.getJobManagerHeapMemory(flinkConfig).getMebiBytes(); + int taskManagerMemoryMb = ConfigurationUtils.getTaskManagerHeapMemory(flinkConfig).getMebiBytes(); + int numberTaskManagers = flinkConfig.getInteger(NUMBER_TASK_MANAGERS, 1); + int slots = flinkConfig.getInteger(TaskManagerOptions.NUM_TASK_SLOTS, 1); if(conProp != null){ - if(conProp.containsKey(JOBMANAGER_MEMORY_MB)){ - jobmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(JOBMANAGER_MEMORY_MB))); + if(conProp.containsKey(JobManagerOptions.JOB_MANAGER_HEAP_MEMORY.key())){ + jobManagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(JobManagerOptions.JOB_MANAGER_HEAP_MEMORY.key()))); } - if(conProp.containsKey(TASKMANAGER_MEMORY_MB)){ - taskmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TASKMANAGER_MEMORY_MB))); + if(conProp.containsKey(TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY.key())){ + taskManagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY.key()))); } if (conProp.containsKey(NUMBER_TASK_MANAGERS)){ numberTaskManagers = ValueUtil.getInt(conProp.get(NUMBER_TASK_MANAGERS)); } - if (conProp.containsKey(SLOTS_PER_TASKMANAGER)){ - slotsPerTaskManager = ValueUtil.getInt(conProp.get(SLOTS_PER_TASKMANAGER)); + if (conProp.containsKey(TaskManagerOptions.NUM_TASK_SLOTS.key())){ + slots = ValueUtil.getInt(conProp.get(TaskManagerOptions.NUM_TASK_SLOTS.key())); } } return new ClusterSpecification.ClusterSpecificationBuilder() - .setMasterMemoryMB(jobmanagerMemoryMb) - .setTaskManagerMemoryMB(taskmanagerMemoryMb) + .setMasterMemoryMB(jobManagerMemoryMb) + .setTaskManagerMemoryMB(taskManagerMemoryMb) .setNumberTaskManagers(numberTaskManagers) - .setSlotsPerTaskManager(slotsPerTaskManager) + .setSlotsPerTaskManager(slots) .createClusterSpecification(); } } \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java index 81c6387395..d3d044a21e 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perjob/PerJobSubmitter.java @@ -65,7 +65,7 @@ public static String submit(Options options, File jarFile, String[] programArgs) flinkConfig.setString("classloader.resolve-order", "child-first"); Properties conProp = GsonUtil.GSON.fromJson(options.getConfProp(), Properties.class); - ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp); + ClusterSpecification clusterSpecification = FlinkPerJobResourceUtil.createClusterSpecification(conProp, flinkConfig); clusterSpecification.setCreateProgramDelay(true); clusterSpecification.setConfiguration(flinkConfig); clusterSpecification.setClasspaths(new ArrayList<>()); diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java index 2e12164d90..2139dd5251 100644 --- a/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java +++ b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java @@ -20,10 +20,7 @@ import com.dtstack.flinkx.launcher.ClassLoaderType; import org.apache.flink.client.program.PackagedProgram; -import org.apache.flink.configuration.ConfigConstants; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.JobManagerOptions; -import org.apache.flink.configuration.TaskManagerOptions; +import org.apache.flink.configuration.*; import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.hadoop.yarn.conf.YarnConfiguration; @@ -192,10 +189,10 @@ public String toString() { } public static ClusterSpecification fromConfiguration(Configuration configuration) { - int slots = configuration.getInteger(ConfigConstants.TASK_MANAGER_NUM_TASK_SLOTS, 1); + int slots = configuration.getInteger(TaskManagerOptions.NUM_TASK_SLOTS, 1); - int jobManagerMemoryMb = configuration.getInteger(JobManagerOptions.JOB_MANAGER_HEAP_MEMORY_MB); - int taskManagerMemoryMb = configuration.getInteger(TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY_MB); + int jobManagerMemoryMb = ConfigurationUtils.getJobManagerHeapMemory(configuration).getMebiBytes(); + int taskManagerMemoryMb = ConfigurationUtils.getTaskManagerHeapMemory(configuration).getMebiBytes(); return new ClusterSpecificationBuilder() .setMasterMemoryMB(jobManagerMemoryMb) From 577127e47bee705988ca353b9e66d68c9b11e549 Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 18 Aug 2020 10:06:45 +0800 Subject: [PATCH 071/136] =?UTF-8?q?=E5=88=A0=E9=99=A4=E9=87=8D=E5=A4=8D?= =?UTF-8?q?=E9=85=8D=E7=BD=AE=E7=9A=84=E9=87=8D=E5=90=AF=E7=AD=96=E7=95=A5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-core/src/main/java/com/dtstack/flinkx/Main.java | 1 - 1 file changed, 1 deletion(-) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index b36613bdb7..dc6177a5f8 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -110,7 +110,6 @@ public static void main(String[] args) throws Exception { SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); env.setParallelism(speedConfig.getChannel()); - env.setRestartStrategy(RestartStrategies.noRestart()); BaseDataReader dataReader = DataReaderFactory.getDataReader(config, env); DataStream dataStream = dataReader.readData(); if(speedConfig.getReaderChannel() > 0){ From 9ad1e69638108275f6ab7e503840df9ec3166094 Mon Sep 17 00:00:00 2001 From: yanghuaiGit <2774584057@qq.com> Date: Sat, 24 Oct 2020 10:26:41 +0800 Subject: [PATCH 072/136] =?UTF-8?q?=E4=BF=AE=E6=94=B9bug=20=E4=BC=98?= =?UTF-8?q?=E5=8C=96kerberos?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../flinkx/constants/ConstantValue.java | 5 - flinkx-kingbase/flinkx-kingbase-core/pom.xml | 0 .../kingbase/constants/KingbaseCons.java | 41 ---- .../kingbase/util/KingBaseDatabaseMeta.java | 124 ----------- .../kingbase/util/KingBaseTypeConverter.java | 54 ----- .../flinkx-kingbase-reader/pom.xml | 107 --------- .../kingbase/format/KingbaseInputFormat.java | 89 -------- .../kingbase/reader/KingbaseReader.java | 49 ---- .../flinkx-kingbase-writer/pom.xml | 106 --------- .../kingbase/format/KingbaseOutputFormat.java | 198 ----------------- .../kingbase/writer/KingbaseWriter.java | 85 ------- flinkx-kingbase/pom.xml | 35 --- .../com/dtstack/flinkx/launcher/Launcher.java | 51 +---- .../launcher/perJob/FlinkPerJobUtil.java | 1 - .../flinkx-metadata-hive1-reader/pom.xml | 0 flinkx-metadata-hive1/pom.xml | 0 .../flinkx-metadata-hive2-reader/pom.xml | 0 .../constants/Hive2MetaDataCons.java | 0 .../metadatahive2/constants/HiveDbUtil.java | 210 ------------------ .../inputformat/Metadatahive2InputFormat.java | 0 .../flinkx-metadata-mysql-reader/pom.xml | 0 .../constants/MysqlMetadataCons.java | 0 .../inputformat/MetadatamysqlInputFormat.java | 0 .../flinkx-metadata-oracle-reader/pom.xml | 0 .../constants/OracleMetaDataCons.java | 0 .../MetadataoracleInputFormat.java | 0 .../flinkx-metadata-sqlserver-reader/pom.xml | 0 .../constants/SqlServerMetadataCons.java | 0 .../MetadatasqlserverInputFormat.java | 0 .../flinkx-metadata-tidb-reader/pom.xml | 0 .../constants/TidbMetadataCons.java | 0 .../inputformat/MetadatatidbInputFormat.java | 0 .../dtstack/flinkx/metadata/MetaDataCons.java | 0 .../inputformat/BaseMetadataInputFormat.java | 0 .../flinkx/oraclelogminer/format/LogFile.java | 0 .../oraclelogminer/format/LogMinerConfig.java | 0 .../format/LogMinerConnection.java | 0 .../flinkx/oraclelogminer/util/SqlUtil.java | 0 flinkx-phoenix5/flinkx-phoenix5-core/pom.xml | 0 .../flinkx/phoenix5/util/PhoenixUtil.java | 0 .../JdbcInputFormat.java | 2 - .../flinkx-sqlservercdc-reader/pom.xml | 0 .../reader/SqlservercdcReader.java | 0 .../teradata/format/TeradataInputFormat.java | 7 +- .../com/dtstack/flinkx/test/LocalTest.java | 4 +- 45 files changed, 10 insertions(+), 1158 deletions(-) delete mode 100644 flinkx-kingbase/flinkx-kingbase-core/pom.xml delete mode 100644 flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/constants/KingbaseCons.java delete mode 100644 flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java delete mode 100644 flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseTypeConverter.java delete mode 100644 flinkx-kingbase/flinkx-kingbase-reader/pom.xml delete mode 100644 flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseInputFormat.java delete mode 100644 flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/reader/KingbaseReader.java delete mode 100644 flinkx-kingbase/flinkx-kingbase-writer/pom.xml delete mode 100644 flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java delete mode 100644 flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java delete mode 100644 flinkx-kingbase/pom.xml delete mode 100644 flinkx-metadata-hive1/flinkx-metadata-hive1-reader/pom.xml delete mode 100644 flinkx-metadata-hive1/pom.xml delete mode 100644 flinkx-metadata-hive2/flinkx-metadata-hive2-reader/pom.xml delete mode 100644 flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/constants/Hive2MetaDataCons.java delete mode 100644 flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/constants/HiveDbUtil.java delete mode 100644 flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/inputformat/Metadatahive2InputFormat.java delete mode 100644 flinkx-metadata-mysql/flinkx-metadata-mysql-reader/pom.xml delete mode 100644 flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/constants/MysqlMetadataCons.java delete mode 100644 flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/inputformat/MetadatamysqlInputFormat.java delete mode 100644 flinkx-metadata-oracle/flinkx-metadata-oracle-reader/pom.xml delete mode 100644 flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/constants/OracleMetaDataCons.java delete mode 100644 flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/inputformat/MetadataoracleInputFormat.java delete mode 100644 flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/pom.xml delete mode 100644 flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/constants/SqlServerMetadataCons.java delete mode 100644 flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/inputformat/MetadatasqlserverInputFormat.java delete mode 100644 flinkx-metadata-tidb/flinkx-metadata-tidb-reader/pom.xml delete mode 100644 flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/constants/TidbMetadataCons.java delete mode 100644 flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/inputformat/MetadatatidbInputFormat.java delete mode 100644 flinkx-metadata/flinkx-metadata-core/src/main/java/com/dtstack/flinkx/metadata/MetaDataCons.java delete mode 100644 flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogFile.java delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java delete mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/pom.xml delete mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java delete mode 100644 flinkx-sqlservercdc/flinkx-sqlservercdc-reader/pom.xml delete mode 100644 flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/reader/SqlservercdcReader.java diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index 2fb92424c6..02822b8222 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -66,9 +66,4 @@ public class ConstantValue { public static final long STORE_SIZE_M = 1024L * 1024; - public static final String SHIP_FILE_PLUGIN_LOAD_MODE = "shipfile"; - public static final String CLASS_PATH_PLUGIN_LOAD_MODE = "classpath"; - - public static final String CLASSLOADER_CHILD_FIRST = "child-first"; - public static final String CLASSLOADER_PARENT_FIRST = "parent-first"; } diff --git a/flinkx-kingbase/flinkx-kingbase-core/pom.xml b/flinkx-kingbase/flinkx-kingbase-core/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/constants/KingbaseCons.java b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/constants/KingbaseCons.java deleted file mode 100644 index 52e5733a22..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/constants/KingbaseCons.java +++ /dev/null @@ -1,41 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.kingbase.constants; - -/** - * kingbase常量 - * - * Company: www.dtstack.com - * @author kunni@dtstack.com - */ - -public class KingbaseCons { - - public static final String DRIVER = "com.kingbase8.Driver"; - public static final String KEY_UPDATE_KEY = "key"; - public static final String INSERT_SQL_MODE_TYPE = "copy"; - - /** - * copy语法分隔符 - */ - public static final String DEFAULT_FIELD_DELIM = "\001"; - public static final String DEFAULT_NULL_DELIM = "\002"; - public static final String LINE_DELIMITER = "\n"; - -} diff --git a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java deleted file mode 100644 index bb2cfa9108..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java +++ /dev/null @@ -1,124 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.kingbase.util; - -import com.dtstack.flinkx.enums.EDatabaseType; -import com.dtstack.flinkx.rdb.BaseDatabaseMeta; -import org.apache.commons.lang3.StringUtils; - -import java.util.ArrayList; -import java.util.List; -import java.util.Map; - -import static com.dtstack.flinkx.constants.ConstantValue.COMMA_SYMBOL; -import static com.dtstack.flinkx.constants.ConstantValue.LEFT_PARENTHESIS_SYMBOL; -import static com.dtstack.flinkx.constants.ConstantValue.RIGHT_PARENTHESIS_SYMBOL; -import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.DRIVER; -import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.KEY_UPDATE_KEY; - -/** - * The class of KingBase database prototype - * - * Company: www.dtstack.com - * @author kunni@dtstack.com - */ - -public class KingBaseDatabaseMeta extends BaseDatabaseMeta { - - @Override - protected String makeValues(List column) { - StringBuilder sb = new StringBuilder(); - sb.append(LEFT_PARENTHESIS_SYMBOL); - for(int i = 0; i < column.size(); ++i) { - if(i != 0) { - sb.append(COMMA_SYMBOL); - } - sb.append(quoteColumn(column.get(i))); - } - sb.append(RIGHT_PARENTHESIS_SYMBOL); - return sb.toString(); - } - - @Override - public EDatabaseType getDatabaseType() { - return EDatabaseType.KingBase; - } - - @Override - public String getDriverClass() { - return DRIVER; - } - - @Override - public String getSqlQueryFields(String tableName) { - return "SELECT * FROM " + tableName + " LIMIT 0"; - } - - @Override - public String getSqlQueryColumnFields(List column, String table) { - return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; - } - - @Override - public String getUpsertStatement(List column, String table, Map> updateKey) { - return "INSERT INTO " + quoteTable(table) - + " (" + quoteColumns(column) + ") VALUES " - + makeValues(column.size()) - + " ON CONFLICT " +makeValues(updateKey.get(KEY_UPDATE_KEY)) + " DO UPDATE SET " - + makeUpdatePart(column); - } - - private String makeValues(int nCols) { - return LEFT_PARENTHESIS_SYMBOL + StringUtils.repeat("?", ",", nCols) + RIGHT_PARENTHESIS_SYMBOL; - } - - private String makeUpdatePart (List column) { - List updateList = new ArrayList<>(); - for(String col : column) { - String quotedCol = quoteColumn(col); - updateList.add(quotedCol + "=EXCLUDED." + quotedCol); - } - return StringUtils.join(updateList, COMMA_SYMBOL); - } - - @Override - public String quoteValue(String value, String column) { - return String.format("\"%s\" as %s",value,column); - } - - @Override - public String getSplitFilter(String columnName) { - return String.format("mod(%s, ${N}) = ${M}", getStartQuote() + columnName + getEndQuote()); - } - - @Override - public String getSplitFilterWithTmpTable(String tmpTable, String columnName) { - return String.format("mod(%s.%s, ${N}) = ${M}", tmpTable, getStartQuote() + columnName + getEndQuote()); - } - - @Override - public String getStartQuote() { - return ""; - } - - @Override - public String getEndQuote() { - return ""; - } -} diff --git a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseTypeConverter.java b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseTypeConverter.java deleted file mode 100644 index 586b6892c1..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseTypeConverter.java +++ /dev/null @@ -1,54 +0,0 @@ -package com.dtstack.flinkx.kingbase.util; - -import com.dtstack.flinkx.rdb.type.TypeConverterInterface; -import org.apache.commons.lang3.StringUtils; - -import java.util.Arrays; -import java.util.Collections; -import java.util.List; - -/** - * kingbase中不常用类型转换为java类型 - * @Company: www.dtstack.com - * @author kunni@dtstack.com - */ -public class KingBaseTypeConverter implements TypeConverterInterface { - - private List stringTypes = Arrays.asList("uuid", "xml", "cidr", "inet", "macaddr", "text", "character", "character varying"); - - private List byteTypes = Arrays.asList("bytea","bit varying"); - - private List bitTypes = Collections.singletonList("bit"); - - private List doubleTypes = Arrays.asList("double precision","double","float8","money"); - - private List intTypes = Arrays.asList("int","int2","int4","int8","integer","bigint","bigserial","smallint"); - - @Override - public Object convert(Object data,String typeName) { - if (data == null){ - return null; - } - String dataValue = data.toString(); - if(stringTypes.contains(typeName)){ - return dataValue; - } - if(StringUtils.isBlank(dataValue)){ - return null; - } - if(doubleTypes.contains(typeName)){ - if(StringUtils.startsWith(dataValue, "$")){ - dataValue = StringUtils.substring(dataValue, 1); - } - data = Double.parseDouble(dataValue); - } else if(bitTypes.contains(typeName)){ - // - }else if(byteTypes.contains(typeName)){ - data = Byte.valueOf(dataValue); - } else if(intTypes.contains(typeName)){ - data = Integer.parseInt(dataValue); - } - - return data; - } -} diff --git a/flinkx-kingbase/flinkx-kingbase-reader/pom.xml b/flinkx-kingbase/flinkx-kingbase-reader/pom.xml deleted file mode 100644 index 613433025e..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-reader/pom.xml +++ /dev/null @@ -1,107 +0,0 @@ - - - - flinkx-kingbase - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-kingbase-reader - - - com.dtstack.flinkx - flinkx-rdb-reader - 1.6 - provided - - - com.dtstack.flinkx - flinkx-kingbase-core - 1.6 - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - org.slf4j:slf4j-api - log4j:log4j - ch.qos.logback:* - - - - - *:* - - META-INF/*.SF - META-INF/*.DSA - META-INF/*.RSA - - - - - - io.netty - shade.kingbasereader.io.netty - - - com.google.common - shade.kingbasereader.com.google.common - - - com.google.thirdparty - shade.kingbasereader.com.google.thirdparty - - - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseInputFormat.java b/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseInputFormat.java deleted file mode 100644 index 0ff86b4a5e..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseInputFormat.java +++ /dev/null @@ -1,89 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.kingbase.format; - -import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; -import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import org.apache.commons.collections.CollectionUtils; -import org.apache.flink.core.io.InputSplit; -import org.apache.flink.types.Row; - -import java.io.IOException; -import java.sql.ResultSet; - -import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; - -/** - * - * - * Company: www.dtstack.com - * @author kunni@Dtstack.com - */ - -public class KingbaseInputFormat extends JdbcInputFormat { - - /** - * 避免Operation requires a scrollable ResultSet问题 - * @param inputSplit 分片 - * @throws IOException IO异常 - */ - @Override - public void openInternal(InputSplit inputSplit) throws IOException { - if(incrementConfig.isPolling()){ - resultSetType = ResultSet.TYPE_SCROLL_INSENSITIVE; - } - super.openInternal(inputSplit); - } - - @Override - public Row nextRecordInternal(Row row) throws IOException { - if (!hasNext) { - return null; - } - row = new Row(columnCount); - - try { - for (int pos = 0; pos < row.getArity(); pos++) { - Object obj = resultSet.getObject(pos + 1); - if(obj != null) { - if(CollectionUtils.isNotEmpty(columnTypeList)) { - String columnType = columnTypeList.get(pos); - if("year".equalsIgnoreCase(columnType)) { - java.util.Date date = (java.util.Date) obj; - obj = DateUtil.dateToYearString(date); - } else if("tinyint".equalsIgnoreCase(columnType) - || "bit".equalsIgnoreCase(columnType)) { - if(obj instanceof Boolean) { - obj = ((Boolean) obj ? 1 : 0); - } - } - } - obj = clobToString(obj); - } - - row.setField(pos, obj); - } - return super.nextRecordInternal(row); - }catch (Exception e) { - throw new IOException("Couldn't read data - " + ExceptionUtil.getErrorMessage(e), e); - } - } - -} diff --git a/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/reader/KingbaseReader.java b/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/reader/KingbaseReader.java deleted file mode 100644 index a6625225a8..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/reader/KingbaseReader.java +++ /dev/null @@ -1,49 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.kingbase.reader; - -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.kingbase.util.KingBaseDatabaseMeta; -import com.dtstack.flinkx.kingbase.format.KingbaseInputFormat; -import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; -import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; -import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; - -/** - * KingBase reader plugin - * - * Company: www.dtstack.com - * @author kunni@dtstack.com - */ - -public class KingbaseReader extends JdbcDataReader { - - public KingbaseReader(DataTransferConfig config, StreamExecutionEnvironment env) { - super(config, env); - String schema = config.getJob().getContent().get(0).getReader().getParameter().getConnection().get(0).getSchema(); - table = schema + ConstantValue.POINT_SYMBOL + table; - setDatabaseInterface(new KingBaseDatabaseMeta()); - } - - @Override - protected JdbcInputFormatBuilder getBuilder() { - return new JdbcInputFormatBuilder(new KingbaseInputFormat()); - } -} diff --git a/flinkx-kingbase/flinkx-kingbase-writer/pom.xml b/flinkx-kingbase/flinkx-kingbase-writer/pom.xml deleted file mode 100644 index a4a8831300..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-writer/pom.xml +++ /dev/null @@ -1,106 +0,0 @@ - - - - flinkx-kingbase - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-kingbase-writer - - - com.dtstack.flinkx - flinkx-rdb-writer - 1.6 - provided - - - com.dtstack.flinkx - flinkx-kingbase-core - 1.6 - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - org.slf4j:slf4j-api - log4j:log4j - ch.qos.logback:* - - - - - *:* - - META-INF/*.SF - META-INF/*.DSA - META-INF/*.RSA - - - - - - io.netty - shade.kingbasewriter.io.netty - - - com.google.common - shade.kingbasewriter.com.google.common - - - com.google.thirdparty - shade.kingbasewriter.com.google.thirdparty - - - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java deleted file mode 100644 index 6ff0f8832f..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java +++ /dev/null @@ -1,198 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.kingbase.format; - -import com.dtstack.flinkx.enums.EWriteMode; -import com.dtstack.flinkx.exception.WriteRecordException; -import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.dtstack.flinkx.util.StringUtil; -import com.kingbase8.copy.CopyManager; -import com.kingbase8.core.BaseConnection; -import org.apache.commons.collections.CollectionUtils; -import org.apache.commons.lang3.StringUtils; -import org.apache.flink.types.Row; - -import java.io.ByteArrayInputStream; -import java.nio.charset.StandardCharsets; -import java.sql.PreparedStatement; -import java.sql.SQLException; - -import static com.dtstack.flinkx.constants.ConstantValue.COMMA_SYMBOL; -import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.DEFAULT_FIELD_DELIM; -import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.DEFAULT_NULL_DELIM; -import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.INSERT_SQL_MODE_TYPE; -import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.LINE_DELIMITER; - -/** - * 写入数据到kingbase - * Company: www.dtstack.com - * @author kunni@dtstack.com - */ - -public class KingbaseOutputFormat extends JdbcOutputFormat { - - private static final String COPY_SQL_TEMPL = "COPY %s(%s) FROM STDIN DELIMITER '%s' NULL AS '%s'"; - - private String copySql = ""; - - private CopyManager copyManager; - - - @Override - protected PreparedStatement prepareTemplates() throws SQLException { - if(CollectionUtils.isEmpty(fullColumn)) { - fullColumn = column; - } - - //check is use copy mode for insert - if (EWriteMode.INSERT.name().equalsIgnoreCase(mode) && checkIsCopyMode(insertSqlMode)) { - copyManager = new CopyManager((BaseConnection) dbConn); - copySql = String.format(COPY_SQL_TEMPL, table, String.join(COMMA_SYMBOL, column), DEFAULT_FIELD_DELIM, DEFAULT_NULL_DELIM); - return null; - } - - return super.prepareTemplates(); - } - - @Override - protected void openInternal(int taskNumber, int numTasks){ - super.openInternal(taskNumber, numTasks); - try { - if (batchInterval > 1) { - dbConn.setAutoCommit(false); - } - } catch (Exception e) { - LOG.warn(ExceptionUtil.getErrorMessage(e)); - } - } - - @Override - protected void writeSingleRecordInternal(Row row) throws WriteRecordException { - if(!checkIsCopyMode(insertSqlMode)){ - if (batchInterval == 1) { - super.writeSingleRecordInternal(row); - } else { - writeSingleRecordCommit(row); - } - - return; - } - - //write with copy - int index = 0; - try { - StringBuilder sb = new StringBuilder(); - for (; index < row.getArity(); index++) { - Object rowData = getField(row, index); - sb.append(rowData) - .append(DEFAULT_FIELD_DELIM); - } - - String rowVal = sb.toString(); - ByteArrayInputStream bi = new ByteArrayInputStream(rowVal.getBytes(StandardCharsets.UTF_8)); - copyManager.copyIn(copySql, bi); - } catch (Exception e) { - processWriteException(e, index, row); - } - } - - private void writeSingleRecordCommit(Row row) throws WriteRecordException { - try { - super.writeSingleRecordInternal(row); - try { - dbConn.commit(); - } catch (Exception e) { - // 提交失败直接结束任务 - throw new RuntimeException(e); - } - } catch (WriteRecordException e) { - try { - dbConn.rollback(); - } catch (Exception e1) { - // 回滚失败直接结束任务 - throw new RuntimeException(e); - } - - throw e; - } - } - - @Override - protected void writeMultipleRecordsInternal() throws Exception { - if(!checkIsCopyMode(insertSqlMode)){ - writeMultipleRecordsCommit(); - return; - } - - StringBuilder sb = new StringBuilder(128); - for (Row row : rows) { - int lastIndex = row.getArity() - 1; - for (int index = 0; index < row.getArity(); index++) { - Object rowData = getField(row, index); - sb.append(rowData==null ? DEFAULT_NULL_DELIM : rowData); - if(index != lastIndex){ - sb.append(DEFAULT_FIELD_DELIM); - } - } - - sb.append(LINE_DELIMITER); - } - - String rowVal = sb.toString(); - ByteArrayInputStream bi = new ByteArrayInputStream(rowVal.getBytes(StandardCharsets.UTF_8)); - copyManager.copyIn(copySql, bi); - - if(restoreConfig.isRestore()){ - rowsOfCurrentTransaction += rows.size(); - } - } - - private void writeMultipleRecordsCommit() throws Exception { - try { - super.writeMultipleRecordsInternal(); - dbConn.commit(); - } catch (Exception e){ - dbConn.rollback(); - throw e; - } - } - - @Override - protected Object getField(Row row, int index) { - Object field = super.getField(row, index); - String type = columnType.get(index); - field = typeConverter.convert(field,type); - - return field; - } - - private boolean checkIsCopyMode(String insertMode){ - if(StringUtils.isEmpty(insertMode)){ - return false; - } - - if(!INSERT_SQL_MODE_TYPE.equalsIgnoreCase(insertMode)){ - throw new RuntimeException("not support insertSqlMode:" + insertMode); - } - - return true; - } - -} diff --git a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java deleted file mode 100644 index 3e2acf2a63..0000000000 --- a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java +++ /dev/null @@ -1,85 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.kingbase.writer; - -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.kingbase.util.KingBaseDatabaseMeta; -import com.dtstack.flinkx.kingbase.util.KingBaseTypeConverter; -import com.dtstack.flinkx.kingbase.format.KingbaseOutputFormat; -import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; -import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; -import com.dtstack.flinkx.streaming.api.functions.sink.DtOutputFormatSinkFunction; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.streaming.api.datastream.DataStreamSink; -import org.apache.flink.types.Row; - -import static com.dtstack.flinkx.constants.ConfigConstant.KEY_WRITER; - -/** - * KingBase writer plugin - * - * Company: www.dtstack.com - * @author kunni@dtstack.com - */ - -public class KingbaseWriter extends JdbcDataWriter { - - public KingbaseWriter(DataTransferConfig config) { - super(config); - String schema = config.getJob().getContent().get(0).getWriter().getParameter().getConnection().get(0).getSchema(); - table = schema + ConstantValue.POINT_SYMBOL + table; - setDatabaseInterface(new KingBaseDatabaseMeta()); - setTypeConverterInterface(new KingBaseTypeConverter()); - } - - @Override - public DataStreamSink writeData(DataStream dataSet) { - KingbaseOutputFormat kingBaseOutputFormat = new KingbaseOutputFormat(); - JdbcOutputFormatBuilder builder = new JdbcOutputFormatBuilder(kingBaseOutputFormat); - builder.setDriverName(databaseInterface.getDriverClass()); - builder.setDbUrl(dbUrl); - builder.setUsername(username); - builder.setPassword(password); - builder.setBatchInterval(batchSize); - builder.setMonitorUrls(monitorUrls); - builder.setPreSql(preSql); - builder.setPostSql(postSql); - builder.setErrors(errors); - builder.setErrorRatio(errorRatio); - builder.setDirtyPath(dirtyPath); - builder.setDirtyHadoopConfig(dirtyHadoopConfig); - builder.setSrcCols(srcCols); - builder.setDatabaseInterface(databaseInterface); - builder.setMode(mode); - builder.setTable(table); - builder.setColumn(column); - builder.setFullColumn(fullColumn); - builder.setUpdateKey(updateKey); - builder.setTypeConverter(typeConverter); - builder.setRestoreConfig(restoreConfig); - builder.setInsertSqlMode(insertSqlMode); - - DtOutputFormatSinkFunction sinkFunction = new DtOutputFormatSinkFunction(builder.finish()); - DataStreamSink dataStreamSink = dataSet.addSink(sinkFunction); - String sinkName = (databaseInterface.getDatabaseType() + KEY_WRITER).toLowerCase(); - dataStreamSink.name(sinkName); - return dataStreamSink; - } -} diff --git a/flinkx-kingbase/pom.xml b/flinkx-kingbase/pom.xml deleted file mode 100644 index 9915d66707..0000000000 --- a/flinkx-kingbase/pom.xml +++ /dev/null @@ -1,35 +0,0 @@ - - - - flinkx-all - com.dtstack.flinkx - 1.6 - - 4.0.0 - pom - - flinkx-kingbase-core - flinkx-kingbase-reader - flinkx-kingbase-writer - - - flinkx-kingbase - - - - com.dtstack.flinkx - flinkx-core - 1.6 - provided - - - com.dtstack.flinkx - flinkx-rdb-core - 1.6 - provided - - - - \ No newline at end of file diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index a5f9817e91..65b954a53f 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -73,55 +73,7 @@ public static void main(String[] args) throws Exception { findDefaultConfigDir(launcherOptions); List argList = optionParser.getProgramExeArgList(); - switch (ClusterMode.getByName(launcherOptions.getMode())) { - case local: - com.dtstack.flinkx.Main.main(argList.toArray(new String[0])); - break; - case standalone: - case yarn: - ClusterClient clusterClient = ClusterClientFactory.createClusterClient(launcherOptions); - argList.add("-monitor"); - argList.add(clusterClient.getWebInterfaceURL()); - ClientUtils.submitJob(clusterClient, buildJobGraph(launcherOptions, argList.toArray(new String[0]))); - break; - case yarnPer: - String confProp = launcherOptions.getConfProp(); - if (StringUtils.isBlank(confProp)) { - throw new IllegalArgumentException("per-job mode must have confProp!"); - } - String libJar = launcherOptions.getFlinkLibJar(); - if (StringUtils.isBlank(libJar)) { - throw new IllegalArgumentException("per-job mode must have flink lib path!"); - } - argList.add("-monitor"); - argList.add(""); - PerJobSubmitter.submit(launcherOptions, new JobGraph(), argList.toArray(new String[0])); - } - } - List argList = optionParser.getProgramExeArgList(); - - private static JobGraph buildJobGraph(Options launcherOptions, String[] remoteArgs) throws Exception { - String pluginRoot = launcherOptions.getPluginRoot(); - String content = launcherOptions.getJob(); - String coreJarName = getCoreJarFileName(pluginRoot); - File jarFile = new File(pluginRoot + File.separator + coreJarName); - List urlList = analyzeUserClasspath(content, pluginRoot); - SavepointRestoreSettings savepointRestoreSettings = SavepointRestoreSettings.none(); - if (StringUtils.isNotEmpty(launcherOptions.getS())) { - savepointRestoreSettings = SavepointRestoreSettings.forPath(launcherOptions.getS()); - } - PackagedProgram program = PackagedProgram.newBuilder() - .setJarFile(jarFile) - .setUserClassPaths(urlList) - .setEntryPointClassName(MAIN_CLASS) - .setConfiguration(launcherOptions.loadFlinkConfiguration()) - .setSavepointRestoreSettings(savepointRestoreSettings) - .setArguments(remoteArgs) - .build(); - return PackagedProgramUtils.createJobGraph(program, launcherOptions.loadFlinkConfiguration(), Integer.parseInt(launcherOptions.getParallelism()), false); - } - public static List analyzeUserClasspath(String content, String pluginRoot) { // 将argList转化为HashMap，方便通过参数名称来获取参数值 HashMap temp = new HashMap<>(16); for (int i = 0; i < argList.size(); i += 2) { @@ -164,7 +116,7 @@ public static List analyzeUserClasspath(String content, String pluginRoot) } } - private static JobGraph buildJobGraph(Options launcherOptions, String[] remoteArgs) throws Exception { + public static JobGraph buildJobGraph(Options launcherOptions, String[] remoteArgs) throws Exception { String pluginRoot = launcherOptions.getPluginRoot(); String content = launcherOptions.getJob(); String coreJarName = getCoreJarFileName(pluginRoot); @@ -210,7 +162,6 @@ public static List analyzeUserClasspath(String content, String pluginRoot) return urlList; } - private static void findDefaultConfigDir(Options launcherOptions) { findDefaultPluginRoot(launcherOptions); diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java index 405e1cc0c0..d9c5c057a8 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java @@ -48,7 +48,6 @@ public class FlinkPerJobUtil { public final static String JOBMANAGER_MEMORY_MB = "jobmanager.memory.mb"; public final static String TASKMANAGER_MEMORY_MB = "taskmanager.memory.mb"; public final static String SLOTS_PER_TASKMANAGER = "taskmanager.slots"; - private static final Logger LOG = LoggerFactory.getLogger(FlinkPerJobUtil.class); /** * the specification of this per-job mode cost diff --git a/flinkx-metadata-hive1/flinkx-metadata-hive1-reader/pom.xml b/flinkx-metadata-hive1/flinkx-metadata-hive1-reader/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-hive1/pom.xml b/flinkx-metadata-hive1/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/pom.xml b/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/constants/Hive2MetaDataCons.java b/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/constants/Hive2MetaDataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/constants/HiveDbUtil.java b/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/constants/HiveDbUtil.java deleted file mode 100644 index f98b7860f8..0000000000 --- a/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/constants/HiveDbUtil.java +++ /dev/null @@ -1,210 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.metadatahive2.constants; - -import com.dtstack.flinkx.authenticate.KerberosUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.dtstack.flinkx.util.FileSystemUtil; -import com.dtstack.flinkx.util.RetryUtil; -import org.apache.commons.collections.MapUtils; -import org.apache.commons.lang.StringUtils; -import org.apache.hadoop.conf.Configuration; -import org.apache.hadoop.security.UserGroupInformation; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.security.PrivilegedAction; -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.SQLException; -import java.util.Map; -import java.util.concurrent.locks.ReentrantLock; - -/** - * @author toutian - */ - -public final class HiveDbUtil { - - public static final String SQLSTATE_USERNAME_PWD_ERROR = "28000"; - public static final String SQLSTATE_CANNOT_ACQUIRE_CONNECT = "08004"; - public static final int JDBC_PART_SIZE = 2; - public static final String JDBC_REGEX = "[?|;|#]"; - public static final String KEY_VAL_DELIMITER = "="; - public static final String PARAM_DELIMITER = "&"; - public static final String KEY_PRINCIPAL = "principal"; - private static Logger LOG = LoggerFactory.getLogger(HiveDbUtil.class); - private static ReentrantLock lock = new ReentrantLock(); - - private HiveDbUtil() { - } - - public static Connection getConnection(ConnectionInfo connectionInfo) { - if(openKerberos(connectionInfo.getJdbcUrl())){ - return getConnectionWithKerberos(connectionInfo); - } else { - return getConnectionWithRetry(connectionInfo); - } - } - - private static Connection getConnectionWithRetry(ConnectionInfo connectionInfo){ - try { - return RetryUtil.executeWithRetry(() -> connect(connectionInfo), 1, 1000L, false); - } catch (Exception e1) { - throw new RuntimeException(String.format("连接：%s 时发生错误：%s.", connectionInfo.getJdbcUrl(), ExceptionUtil.getErrorMessage(e1))); - } - } - - private static Connection getConnectionWithKerberos(ConnectionInfo connectionInfo){ - if(connectionInfo.getHiveConf() == null || connectionInfo.getHiveConf().isEmpty()){ - throw new IllegalArgumentException("hiveConf can not be null or empty"); - } - - String keytabFileName = KerberosUtil.getPrincipalFileName(connectionInfo.getHiveConf()); - - keytabFileName = KerberosUtil.loadFile(connectionInfo.getHiveConf(), keytabFileName); - String principal = KerberosUtil.getPrincipal(connectionInfo.getHiveConf(), keytabFileName); - KerberosUtil.loadKrb5Conf(connectionInfo.getHiveConf()); - - Configuration conf = FileSystemUtil.getConfiguration(connectionInfo.getHiveConf(), null); - - UserGroupInformation ugi; - try { - ugi = KerberosUtil.loginAndReturnUgi(conf, principal, keytabFileName); - } catch (Exception e){ - throw new RuntimeException("Login kerberos error:", e); - } - - LOG.info("current ugi:{}", ugi); - return ugi.doAs((PrivilegedAction) () -> getConnectionWithRetry(connectionInfo)); - } - - private static boolean openKerberos(final String jdbcUrl){ - String[] splits = jdbcUrl.split(JDBC_REGEX); - if (splits.length != JDBC_PART_SIZE) { - return false; - } - - String paramsStr = splits[1]; - String[] paramArray = paramsStr.split(PARAM_DELIMITER); - for (String param : paramArray) { - String[] keyVal = param.split(KEY_VAL_DELIMITER); - if(KEY_PRINCIPAL.equalsIgnoreCase(keyVal[0])){ - return true; - } - } - - return false; - } - - public static Connection connect(ConnectionInfo connectionInfo) { - lock.lock(); - try { - Class.forName(connectionInfo.getDriver()); - DriverManager.setLoginTimeout(connectionInfo.getTimeout()); - if(StringUtils.isNotBlank(connectionInfo.getUsername())){ - return DriverManager.getConnection(connectionInfo.getJdbcUrl(), connectionInfo.getUsername(), connectionInfo.getPassword()); - }else{ - return DriverManager.getConnection(connectionInfo.getJdbcUrl()); - } - } catch (SQLException e) { - if (SQLSTATE_USERNAME_PWD_ERROR.equals(e.getSQLState())) { - throw new RuntimeException("用户名或密码错误."); - } else if (SQLSTATE_CANNOT_ACQUIRE_CONNECT.equals(e.getSQLState())) { - throw new RuntimeException("应用程序服务器拒绝建立连接."); - } else { - throw new RuntimeException("连接信息：" + connectionInfo.getJdbcUrl() + " 错误信息：" + ExceptionUtil.getErrorMessage(e)); - } - } catch (Exception e1) { - throw new RuntimeException("连接信息：" + connectionInfo.getJdbcUrl() + " 错误信息：" + ExceptionUtil.getErrorMessage(e1)); - } finally { - lock.unlock(); - } - } - - public static class ConnectionInfo{ - private String jdbcUrl; - private String username; - private String password; - private String driver; - private int timeout = 30000; - private Map hiveConf; - - public String getJdbcUrl() { - return jdbcUrl; - } - - public void setJdbcUrl(String jdbcUrl) { - this.jdbcUrl = jdbcUrl; - } - - public String getUsername() { - return username; - } - - public void setUsername(String username) { - this.username = username; - } - - public String getPassword() { - return password; - } - - public void setPassword(String password) { - this.password = password; - } - - public Map getHiveConf() { - return hiveConf; - } - - public void setHiveConf(Map hiveConf) { - this.hiveConf = hiveConf; - } - - public int getTimeout() { - return timeout; - } - - public void setTimeout(int timeout) { - this.timeout = timeout; - } - - public String getDriver(){ - return driver; - } - - public void setDriver(String driver){ - this.driver = driver; - } - - @Override - public String toString() { - return "ConnectionInfo{" + - "jdbcUrl='" + jdbcUrl + '\'' + - ", username='" + username + '\'' + - ", password='" + password + '\'' + - ", timeout='" + timeout + '\'' + - ", driver='" + driver + '\'' + - ", hiveConf=" + hiveConf + - '}'; - } - } - -} diff --git a/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/inputformat/Metadatahive2InputFormat.java b/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/inputformat/Metadatahive2InputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-mysql/flinkx-metadata-mysql-reader/pom.xml b/flinkx-metadata-mysql/flinkx-metadata-mysql-reader/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/constants/MysqlMetadataCons.java b/flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/constants/MysqlMetadataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/inputformat/MetadatamysqlInputFormat.java b/flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/inputformat/MetadatamysqlInputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/pom.xml b/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/constants/OracleMetaDataCons.java b/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/constants/OracleMetaDataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/inputformat/MetadataoracleInputFormat.java b/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/inputformat/MetadataoracleInputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/pom.xml b/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/constants/SqlServerMetadataCons.java b/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/constants/SqlServerMetadataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/inputformat/MetadatasqlserverInputFormat.java b/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/inputformat/MetadatasqlserverInputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-tidb/flinkx-metadata-tidb-reader/pom.xml b/flinkx-metadata-tidb/flinkx-metadata-tidb-reader/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/constants/TidbMetadataCons.java b/flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/constants/TidbMetadataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/inputformat/MetadatatidbInputFormat.java b/flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/inputformat/MetadatatidbInputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata/flinkx-metadata-core/src/main/java/com/dtstack/flinkx/metadata/MetaDataCons.java b/flinkx-metadata/flinkx-metadata-core/src/main/java/com/dtstack/flinkx/metadata/MetaDataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java b/flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogFile.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogFile.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-core/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index 446d48ae15..ee2468b017 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -59,8 +59,6 @@ import java.util.Map; import java.util.concurrent.TimeUnit; -import static com.dtstack.flinkx.rdb.util.DbUtil.analyzeTable; - /** * InputFormat for reading data from a database and generate Rows. *

diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/pom.xml b/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/reader/SqlservercdcReader.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/reader/SqlservercdcReader.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java index 68e19a54c4..12dd9b833e 100644 --- a/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java +++ b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/format/TeradataInputFormat.java @@ -31,6 +31,7 @@ import java.io.IOException; import java.sql.SQLException; import java.sql.Statement; +import java.util.List; import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; @@ -42,6 +43,7 @@ public class TeradataInputFormat extends JdbcInputFormat { private static final Logger LOG = LoggerFactory.getLogger(TeradataInputFormat.class); + protected List descColumnTypeList; @Override public void openInternal(InputSplit inputSplit) throws IOException { try { @@ -83,7 +85,10 @@ public void openInternal(InputSplit inputSplit) throws IOException { checkSize(columnCount, metaColumns); hasNext = resultSet.next(); - descColumnTypeList = DbUtil.analyzeColumnType(resultSet); + if(descColumnTypeList == null) { + descColumnTypeList = DbUtil.analyzeColumnType(resultSet,metaColumns); + } + } catch (SQLException se) { throw new IllegalArgumentException("open() failed. " + se.getMessage(), se); diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index 6c074cbd40..4e83dcfc1c 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -17,6 +17,8 @@ */ package com.dtstack.flinkx.test; +import ch.qos.logback.classic.Level; +import ch.qos.logback.classic.LoggerContext; import com.dtstack.flink.api.java.MyLocalStreamEnvironment; import com.dtstack.flinkx.binlog.reader.BinlogReader; import com.dtstack.flinkx.carbondata.reader.CarbondataReader; @@ -127,7 +129,7 @@ public static void main(String[] args) throws Exception{ // conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); // conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); - String jobPath = "D:\\dtstack\\flinkx-all\\flinkx-test\\src\\main\\resources\\dev_test_job\\metadatasqlserver_stream.json"; + String jobPath = "/Users/yanghuai/Library/Application Support/JetBrains/IntelliJIdea2020.1/scratches/stream_stream.json"; JobExecutionResult result = LocalTest.runJob(new File(jobPath), confProperties, null); ResultPrintUtil.printResult(result); System.exit(0); From c7e3668083cf1d61f7ea4415829ff9cc32b9cda3 Mon Sep 17 00:00:00 2001 From: yanghuaiGit <2774584057@qq.com> Date: Sat, 24 Oct 2020 10:47:50 +0800 Subject: [PATCH 073/136] =?UTF-8?q?=E4=BC=98=E5=8C=96=E4=BB=A3=E7=A0=81?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/options/Options.java | 24 +++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index ef296a979e..1f379cca2a 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -247,4 +247,28 @@ public String getP() { public void setP(String p) { this.p = p; } + + @Override + public String toString() { + return "Options{" + + "mode='" + mode + '\'' + + ", job='" + job + '\'' + + ", monitor='" + monitor + '\'' + + ", jobid='" + jobid + '\'' + + ", flinkconf='" + flinkconf + '\'' + + ", pluginRoot='" + pluginRoot + '\'' + + ", yarnconf='" + yarnconf + '\'' + + ", parallelism='" + parallelism + '\'' + + ", priority='" + priority + '\'' + + ", queue='" + queue + '\'' + + ", flinkLibJar='" + flinkLibJar + '\'' + + ", confProp='" + confProp + '\'' + + ", p='" + p + '\'' + + ", s='" + s + '\'' + + ", pluginLoadMode='" + pluginLoadMode + '\'' + + ", appId='" + appId + '\'' + + ", remotePluginPath='" + remotePluginPath + '\'' + + ", flinkConfiguration=" + flinkConfiguration + + '}'; + } } From 027cb4b03f75cb7ead9d897edfcc31efb4635d2f Mon Sep 17 00:00:00 2001 From: yanghuaiGit <2774584057@qq.com> Date: Tue, 27 Oct 2020 17:23:45 +0800 Subject: [PATCH 074/136] =?UTF-8?q?=E7=89=88=E6=9C=AC=E4=BF=AE=E6=94=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-test/pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index ebd632451a..c57526a48e 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -12,7 +12,7 @@ flinkx-test - 1.10.1 + 1.10.0 0.3.0 From 5c0be9e48d68cc9eb9d74c877832b2c9b4f5ac2d Mon Sep 17 00:00:00 2001 From: yanghuaiGit <2774584057@qq.com> Date: Thu, 29 Oct 2020 20:59:23 +0800 Subject: [PATCH 075/136] =?UTF-8?q?=E5=8D=87=E7=BA=A7=E4=B8=BArelease=5F1.?= =?UTF-8?q?10.2?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 06e33b3561..dc22ac123a 100644 --- a/pom.xml +++ b/pom.xml @@ -63,7 +63,7 @@ 2.7.3 4.5.3 ${basedir}/dev - release_1.10.1 + release_1.10.2 From 29f0b9262433bb79d346a0be33fe9ec253d346b6 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Thu, 26 Nov 2020 11:09:58 +0800 Subject: [PATCH 076/136] [opt][restapi] remove empty dir --- .../com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java | 0 .../com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java | 0 .../java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java | 0 .../metadatahive2/inputformat/Metadatahive2InputFormat.java | 0 .../dtstack/flinkx/metadatamysql/constants/MysqlMetadataCons.java | 0 .../flinkx/metadatasqlserver/constants/SqlServerMetadataCons.java | 0 .../inputformat/MetadatasqlserverInputFormat.java | 0 .../dtstack/flinkx/metadatatidb/constants/TidbMetadataCons.java | 0 .../flinkx/metadata/inputformat/BaseMetadataInputFormat.java | 0 .../dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java | 0 .../dtstack/flinkx/oraclelogminer/format/LogMinerListener.java | 0 flinkx-oraclelogminer/pom.xml | 0 .../java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcUtil.java | 0 .../flinkx/sqlservercdc/listener/SqlServerCdcListener.java | 0 14 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java delete mode 100644 flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java delete mode 100644 flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java delete mode 100644 flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/inputformat/Metadatahive2InputFormat.java delete mode 100644 flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/constants/MysqlMetadataCons.java delete mode 100644 flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/constants/SqlServerMetadataCons.java delete mode 100644 flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/inputformat/MetadatasqlserverInputFormat.java delete mode 100644 flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/constants/TidbMetadataCons.java delete mode 100644 flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java delete mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerListener.java delete mode 100644 flinkx-oraclelogminer/pom.xml delete mode 100644 flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcUtil.java delete mode 100644 flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/listener/SqlServerCdcListener.java diff --git a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/inputformat/Metadatahive2InputFormat.java b/flinkx-metadata-hive2/flinkx-metadata-hive2-reader/src/main/java/com/dtstack/flinkx/metadatahive2/inputformat/Metadatahive2InputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/constants/MysqlMetadataCons.java b/flinkx-metadata-mysql/flinkx-metadata-mysql-reader/src/main/java/com/dtstack/flinkx/metadatamysql/constants/MysqlMetadataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/constants/SqlServerMetadataCons.java b/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/constants/SqlServerMetadataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/inputformat/MetadatasqlserverInputFormat.java b/flinkx-metadata-sqlserver/flinkx-metadata-sqlserver-reader/src/main/java/com/dtstack/flinkx/metadatasqlserver/inputformat/MetadatasqlserverInputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/constants/TidbMetadataCons.java b/flinkx-metadata-tidb/flinkx-metadata-tidb-reader/src/main/java/com/dtstack/flinkx/metadatatidb/constants/TidbMetadataCons.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java b/flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerListener.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerListener.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-oraclelogminer/pom.xml b/flinkx-oraclelogminer/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcUtil.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-core/src/main/java/com/dtstack/flinkx/sqlservercdc/SqlServerCdcUtil.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/listener/SqlServerCdcListener.java b/flinkx-sqlservercdc/flinkx-sqlservercdc-reader/src/main/java/com/dtstack/flinkx/sqlservercdc/listener/SqlServerCdcListener.java deleted file mode 100644 index e69de29bb2..0000000000 From 067e0e01d6f466dcfdcef874c7c681555b3f12b4 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Thu, 26 Nov 2020 11:16:06 +0800 Subject: [PATCH 077/136] [opt][restapi] remove empty dir --- flinkx-phoenix5/flinkx-phoenix5-core/pom.xml | 0 .../main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java | 0 flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml | 0 .../com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java | 0 flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml | 0 5 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/pom.xml delete mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java delete mode 100644 flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml delete mode 100644 flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java delete mode 100644 flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-core/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml deleted file mode 100644 index e69de29bb2..0000000000 From ae3d6db70aaf6477bd6ef98df8fda8c178a1cf42 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Thu, 26 Nov 2020 11:58:40 +0800 Subject: [PATCH 078/136] [opt][restapi] remove unUse variable --- .../com/dtstack/flinkx/restapi/inputformat/HttpClient.java | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java index ea6139798b..a3cc581dd5 100644 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java @@ -162,7 +162,9 @@ public Map initData(HashMap data, String[] names if (i != names.length - 1) { HashMap objectObjectHashMap = new HashMap(4); Object value = tempHashMap.putIfAbsent(names[i], objectObjectHashMap); - if (value instanceof String) { + if(Objects.isNull(value)){ + tempHashMap = objectObjectHashMap; + }else if (value instanceof String) { try { Map o = GsonUtil.GSON.fromJson((String) value, GsonUtil.gsonMapTypeToken); tempHashMap.put(names[i], o); From c94fdab285ab0f08341c7164c64e23d81ef2caf6 Mon Sep 17 00:00:00 2001 From: lvyanquan Date: Tue, 15 Dec 2020 19:52:23 +0800 Subject: [PATCH 079/136] =?UTF-8?q?[merge-32861][launcher]=20=E8=A7=A3?= =?UTF-8?q?=E5=86=B3launcher=E6=8F=90=E4=BA=A4=E5=A4=B1=E8=B4=A5=E7=9A=84?= =?UTF-8?q?=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/launcher/Launcher.java | 11 ----- .../perJob/PerJobClusterClientBuilder.java | 15 +++--- .../src/main/resources/log4j.properties | 48 +++++++++++++++++++ 3 files changed, 56 insertions(+), 18 deletions(-) create mode 100644 flinkx-launcher/src/main/resources/log4j.properties diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 37dfaf746e..960157ca34 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -17,8 +17,6 @@ */ package com.dtstack.flinkx.launcher; -import ch.qos.logback.classic.Level; -import ch.qos.logback.classic.LoggerContext; import com.dtstack.flinkx.config.ContentConfig; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.enums.ClusterMode; @@ -35,7 +33,6 @@ import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.util.Preconditions; -import org.slf4j.LoggerFactory; import java.io.File; import java.io.FileInputStream; @@ -64,7 +61,6 @@ public class Launcher { public static final String MAIN_CLASS = "com.dtstack.flinkx.Main"; public static void main(String[] args) throws Exception { - setLogLevel(Level.DEBUG.toString()); OptionParser optionParser = new OptionParser(args); Options launcherOptions = optionParser.getOptions(); findDefaultConfigDir(launcherOptions); @@ -248,11 +244,4 @@ private static String readJob(String job) { throw new RuntimeException(e); } } - - private static void setLogLevel(String level) { - LoggerContext loggerContext = (LoggerContext) LoggerFactory.getILoggerFactory(); - //设置全局日志级别 - ch.qos.logback.classic.Logger logger = loggerContext.getLogger("root"); - logger.setLevel(Level.toLevel(level)); - } } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java index 97983dfa5b..cf8c8caef5 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java @@ -98,13 +98,14 @@ public YarnClusterDescriptor createPerJobClusterDescriptor(Options launcherOptio } else { throw new IllegalArgumentException("The Flink jar path is null"); } - File logback = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); - if(logback.exists()){ - flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); - }else{ - File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); - if(log4j.exists()){ - flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + + File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + if(log4j.exists()){ + flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + } else{ + File logback = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); + if(logback.exists()){ + flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); } } diff --git a/flinkx-launcher/src/main/resources/log4j.properties b/flinkx-launcher/src/main/resources/log4j.properties new file mode 100644 index 0000000000..07e589ff7e --- /dev/null +++ b/flinkx-launcher/src/main/resources/log4j.properties @@ -0,0 +1,48 @@ +############# +# 输出到控制台 +############# + +# log4j.rootLogger日志输出类别和级别：只输出不低于该级别的日志信息 DEBUG < INFO < WARN < ERROR < FATAL +# WARN：日志级别 CONSOLE：输出位置自己定义的一个名字 logfile：输出位置自己定义的一个名字 +log4j.rootLogger=INFO,CONSOLE,logfile +# 配置CONSOLE输出到控制台 +log4j.appender.CONSOLE=org.apache.log4j.ConsoleAppender +# 配置CONSOLE设置为自定义布局模式 +log4j.appender.CONSOLE.layout=org.apache.log4j.PatternLayout +# 配置CONSOLE日志的输出格式 2019-08-22 22:52:12,000 %r耗费毫秒数 %p日志的优先级 %t线程名 %C所属类名通常为全类名 %L代码中的行号 %x线程相关联的NDC %m日志 %n换行 +log4j.appender.CONSOLE.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss,SSS} - %-4r %-5p [%t] %C:%m%n + +################ +# 输出到日志文件中 +################ + +## 配置logfile输出到文件中 文件大小到达指定尺寸的时候产生新的日志文件 +#log4j.appender.logfile=org.apache.log4j.RollingFileAppender +## 保存编码格式 +#log4j.appender.logfile.Encoding=UTF-8 +## 输出文件位置此为项目根目录下的logs文件夹中 +#log4j.appender.logfile.File=logs/root.log +## 后缀可以是KB,MB,GB达到该大小后创建新的日志文件 +#log4j.appender.logfile.MaxFileSize=10MB +## 设置滚定文件的最大值3 指可以产生root.log.1、root.log.2、root.log.3和root.log四个日志文件 +#log4j.appender.logfile.MaxBackupIndex=3 +## 配置logfile为自定义布局模式 +#log4j.appender.logfile.layout=org.apache.log4j.PatternLayout +#log4j.appender.logfile.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss} %F %p %m%n +# +########################### +## 对不同的类输出不同的日志文件 +########################### +# +## club.bagedate包下的日志单独输出 +#log4j.logger.club.bagedate=DEBUG,bagedate +## 设置为false该日志信息就不会加入到rootLogger中了 +#log4j.additivity.club.bagedate=false +## 下面就和上面配置一样了 +#log4j.appender.bagedate=org.apache.log4j.RollingFileAppender +#log4j.appender.bagedate.Encoding=UTF-8 +#log4j.appender.bagedate.File=logs/bagedate.log +#log4j.appender.bagedate.MaxFileSize=10MB +#log4j.appender.bagedate.MaxBackupIndex=3 +#log4j.appender.bagedate.layout=org.apache.log4j.PatternLayout +#log4j.appender.bagedate.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss} %F %p %m%n From d857e928d96855464f340572ec57c9f7d9da3b85 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Wed, 16 Dec 2020 17:26:24 +0800 Subject: [PATCH 080/136] =?UTF-8?q?[readme]=E4=BF=AE=E6=94=B9=E6=8B=9B?= =?UTF-8?q?=E8=81=98=E4=BF=A1=E6=81=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README_CH.md | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/README_CH.md b/README_CH.md index 8bb8c11dd0..74c4fa5a17 100644 --- a/README_CH.md +++ b/README_CH.md @@ -7,7 +7,18 @@ FlinkX # 技术交流 -- 招聘**大数据平台开发工程师**，想了解岗位详细信息可以添加本人微信号ysqwhiletrue，注明招聘，如有意者发送简历至[sishu@dtstack.com](mailto:sishu@dtstack.com) +- 招聘**Flink研发工程师**，如果有兴趣可以联系思枢（微信号：ysqwhiletrue）
+Flink开发工程师JD要求：
+1.负责袋鼠云基于Flink的衍生框架数据同步flinkx和实时计算flinkstreamsql框架的开发；
+2.调研和把握当前最新大数据实时计算技术，将其中的合适技术引入到平台中，改善产品，提升竞争力；
+职位要求：
+1、本科及以上学历，3年及以上的Flink开发经验，精通Java，熟悉Scala、Python优先考虑；
+2、熟悉Flink原理，有基于Flink做过二次源码的开发，在github上贡献者Flink源码者优先；
+3、有机器学习、数据挖掘相关经验者优先；
+4、对新技术有快速学习和上手能力，对代码有一定的洁癖；
+加分项：
+1.在GitHub或其他平台上有过开源项目
+可以添加本人微信号ysqwhiletrue，注明招聘，如有意者发送简历至[sishu@dtstack.com](mailto:sishu@dtstack.com) - 我们使用[钉钉](https://www.dingtalk.com/)沟通交流，可以搜索群号[**30537511**]或者扫描下面的二维码进入钉钉群 From fbe541b050994d47835db42cf7e774632c6dfcee Mon Sep 17 00:00:00 2001 From: lvyanquan Date: Wed, 16 Dec 2020 19:37:22 +0800 Subject: [PATCH 081/136] =?UTF-8?q?[feat][launcher]=20=E9=BB=98=E8=AE=A4?= =?UTF-8?q?=E7=BB=91=E5=AE=9Alog4j=E5=B9=B6=E6=B7=BB=E5=8A=A0=E9=85=8D?= =?UTF-8?q?=E7=BD=AE=E6=96=87=E4=BB=B6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/launcher/Launcher.java | 8 ---- .../perJob/PerJobClusterClientBuilder.java | 14 +++--- .../src/main/resources/log4j.properties | 48 +++++++++++++++++++ 3 files changed, 55 insertions(+), 15 deletions(-) create mode 100644 flinkx-launcher/src/main/resources/log4j.properties diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 65b954a53f..88512a9797 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -67,7 +67,6 @@ public class Launcher { public static final String MAIN_CLASS = "com.dtstack.flinkx.Main"; public static void main(String[] args) throws Exception { - setLogLevel(Level.DEBUG.toString()); OptionParser optionParser = new OptionParser(args); Options launcherOptions = optionParser.getOptions(); findDefaultConfigDir(launcherOptions); @@ -267,11 +266,4 @@ private static String readJob(String job) { throw new RuntimeException(e); } } - - private static void setLogLevel(String level) { - LoggerContext loggerContext = (LoggerContext) LoggerFactory.getILoggerFactory(); - //设置全局日志级别 - ch.qos.logback.classic.Logger logger = loggerContext.getLogger("root"); - logger.setLevel(Level.toLevel(level)); - } } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java index 97983dfa5b..e63c25b874 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java @@ -98,13 +98,13 @@ public YarnClusterDescriptor createPerJobClusterDescriptor(Options launcherOptio } else { throw new IllegalArgumentException("The Flink jar path is null"); } - File logback = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); - if(logback.exists()){ - flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); - }else{ - File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); - if(log4j.exists()){ - flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + if(log4j.exists()){ + flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + }else { + File logback = new File(launcherOptions.getFlinkconf() + File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); + if (logback.exists()) { + flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf() + File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); } } diff --git a/flinkx-launcher/src/main/resources/log4j.properties b/flinkx-launcher/src/main/resources/log4j.properties new file mode 100644 index 0000000000..5e1396994a --- /dev/null +++ b/flinkx-launcher/src/main/resources/log4j.properties @@ -0,0 +1,48 @@ +############# +# ̨ +############# + +# log4j.rootLogger־ͼֻڸü־Ϣ DEBUG < INFO < WARN < ERROR < FATAL +# WARN־ CONSOLEλԼһ logfileλԼһ +log4j.rootLogger=INFO,CONSOLE,logfile +# CONSOLĘ +log4j.appender.CONSOLE=org.apache.log4j.ConsoleAppender +# CONSOLEΪԶ岼ģʽ +log4j.appender.CONSOLE.layout=org.apache.log4j.PatternLayout +# CONSOLE־ʽ 2019-08-22 22:52:12,000 %rķѺ %p־ȼ %t߳ %CͨΪȫ %Lек %x߳NDC %m־ %n +log4j.appender.CONSOLE.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss,SSS} - %-4r %-5p [%t] %C:%m%n + +################ +# ־ļ +################ + +## logfileļ ļСָߴʱµ־ļ +#log4j.appender.logfile=org.apache.log4j.RollingFileAppender +## ʽ +#log4j.appender.logfile.Encoding=UTF-8 +## ļλôΪĿĿ¼µlogsļ +#log4j.appender.logfile.File=logs/root.log +## ׺KB,MB,GBﵽôС󴴽µ־ļ +#log4j.appender.logfile.MaxFileSize=10MB +## ùļֵ3 ָԲroot.log.1root.log.2root.log.3root.logĸ־ļ +#log4j.appender.logfile.MaxBackupIndex=3 +## logfileΪԶ岼ģʽ +#log4j.appender.logfile.layout=org.apache.log4j.PatternLayout +#log4j.appender.logfile.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss} %F %p %m%n +# +########################### +## Բͬͬ־ļ +########################### +# +## club.bagedateµ־ +#log4j.logger.club.bagedate=DEBUG,bagedate +## Ϊfalse־ϢͲ뵽rootLogger +#log4j.additivity.club.bagedate=false +## ͺһ +#log4j.appender.bagedate=org.apache.log4j.RollingFileAppender +#log4j.appender.bagedate.Encoding=UTF-8 +#log4j.appender.bagedate.File=logs/bagedate.log +#log4j.appender.bagedate.MaxFileSize=10MB +#log4j.appender.bagedate.MaxBackupIndex=3 +#log4j.appender.bagedate.layout=org.apache.log4j.PatternLayout +#log4j.appender.bagedate.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss} %F %p %m%n \ No newline at end of file From dd33c2488b899da58ffe1f4cc075be671e4fd244 Mon Sep 17 00:00:00 2001 From: lvyanquan Date: Wed, 16 Dec 2020 19:43:39 +0800 Subject: [PATCH 082/136] =?UTF-8?q?[feat][core]=20=E8=A7=A3=E5=86=B3?= =?UTF-8?q?=E5=9C=A81.10.1=E4=B8=8A=E6=8F=90=E4=BA=A4=E5=87=BA=E7=8E=B0?= =?UTF-8?q?=E5=86=B2=E7=AA=81=E7=9A=84=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../flink/api/java/ExecutionEnvironment.java | 1278 ----------------- 1 file changed, 1278 deletions(-) delete mode 100644 flinkx-core/src/main/java/org/apache/flink/api/java/ExecutionEnvironment.java diff --git a/flinkx-core/src/main/java/org/apache/flink/api/java/ExecutionEnvironment.java b/flinkx-core/src/main/java/org/apache/flink/api/java/ExecutionEnvironment.java deleted file mode 100644 index fb7435c175..0000000000 --- a/flinkx-core/src/main/java/org/apache/flink/api/java/ExecutionEnvironment.java +++ /dev/null @@ -1,1278 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.api.java; - -import org.apache.flink.annotation.Internal; -import org.apache.flink.annotation.Public; -import org.apache.flink.annotation.PublicEvolving; -import org.apache.flink.api.common.ExecutionConfig; -import org.apache.flink.api.common.InvalidProgramException; -import org.apache.flink.api.common.JobExecutionResult; -import org.apache.flink.api.common.JobID; -import org.apache.flink.api.common.Plan; -import org.apache.flink.api.common.cache.DistributedCache.DistributedCacheEntry; -import org.apache.flink.api.common.io.FileInputFormat; -import org.apache.flink.api.common.io.InputFormat; -import org.apache.flink.api.common.operators.OperatorInformation; -import org.apache.flink.api.common.restartstrategy.RestartStrategies; -import org.apache.flink.api.common.typeinfo.BasicTypeInfo; -import org.apache.flink.api.common.typeinfo.TypeInformation; -import org.apache.flink.api.java.io.CollectionInputFormat; -import org.apache.flink.api.java.io.CsvReader; -import org.apache.flink.api.java.io.IteratorInputFormat; -import org.apache.flink.api.java.io.ParallelIteratorInputFormat; -import org.apache.flink.api.java.io.PrimitiveInputFormat; -import org.apache.flink.api.java.io.TextInputFormat; -import org.apache.flink.api.java.io.TextValueInputFormat; -import org.apache.flink.api.java.operators.DataSink; -import org.apache.flink.api.java.operators.DataSource; -import org.apache.flink.api.java.operators.Operator; -import org.apache.flink.api.java.operators.OperatorTranslation; -import org.apache.flink.api.java.tuple.Tuple2; -import org.apache.flink.api.java.typeutils.PojoTypeInfo; -import org.apache.flink.api.java.typeutils.ResultTypeQueryable; -import org.apache.flink.api.java.typeutils.TypeExtractor; -import org.apache.flink.api.java.typeutils.ValueTypeInfo; -import org.apache.flink.api.java.typeutils.runtime.kryo.Serializers; -import org.apache.flink.configuration.ConfigConstants; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.RestOptions; -import org.apache.flink.core.fs.Path; -import org.apache.flink.types.StringValue; -import org.apache.flink.util.NumberSequenceIterator; -import org.apache.flink.util.Preconditions; -import org.apache.flink.util.SplittableIterator; -import org.apache.flink.util.Visitor; - -import com.esotericsoftware.kryo.Serializer; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.io.IOException; -import java.io.Serializable; -import java.util.ArrayList; -import java.util.Arrays; -import java.util.Calendar; -import java.util.Collection; -import java.util.HashSet; -import java.util.Iterator; -import java.util.List; -import java.util.Set; - -import static org.apache.flink.util.Preconditions.checkNotNull; - -/** - * The ExecutionEnvironment is the context in which a program is executed. A - * {@link LocalEnvironment} will cause execution in the current JVM, a - * {@link RemoteEnvironment} will cause execution on a remote setup. - * - *

The environment provides methods to control the job execution (such as setting the parallelism) - * and to interact with the outside world (data access). - * - *

Please note that the execution environment needs strong type information for the input and return types - * of all operations that are executed. This means that the environments needs to know that the return - * value of an operation is for example a Tuple of String and Integer. - * Because the Java compiler throws much of the generic type information away, most methods attempt to re- - * obtain that information using reflection. In certain cases, it may be necessary to manually supply that - * information to some of the methods. - * - * @see LocalEnvironment - * @see RemoteEnvironment - */ -@Public -public abstract class ExecutionEnvironment { - - /** The logger used by the environment and its subclasses. */ - protected static final Logger LOG = LoggerFactory.getLogger(ExecutionEnvironment.class); - - /** The environment of the context (local by default, cluster if invoked through command line). */ - private static ThreadLocal contextEnvironmentFactory = new ThreadLocal<>(); - - /** The default parallelism used by local environments. */ - private static int defaultLocalDop = Runtime.getRuntime().availableProcessors(); - - // -------------------------------------------------------------------------------------------- - - private final List> sinks = new ArrayList<>(); - - private final List> cacheFile = new ArrayList<>(); - - private final ExecutionConfig config = new ExecutionConfig(); - - /** Result from the latest execution, to make it retrievable when using eager execution methods. */ - protected JobExecutionResult lastJobExecutionResult; - - /** The ID of the session, defined by this execution environment. Sessions and Jobs are same in - * Flink, as Jobs can consist of multiple parts that are attached to the growing dataflow graph. */ - protected JobID jobID; - - /** The session timeout in seconds. */ - protected long sessionTimeout; - - /** Flag to indicate whether sinks have been cleared in previous executions. */ - private boolean wasExecuted = false; - - /** - * Creates a new Execution Environment. - */ - protected ExecutionEnvironment() { - jobID = JobID.generate(); - } - - // -------------------------------------------------------------------------------------------- - // Properties - // -------------------------------------------------------------------------------------------- - - /** - * Gets the config object that defines execution parameters. - * - * @return The environment's execution configuration. - */ - public ExecutionConfig getConfig() { - return config; - } - - /** - * Gets the parallelism with which operation are executed by default. Operations can - * individually override this value to use a specific parallelism via - * {@link Operator#setParallelism(int)}. Other operations may need to run with a different - * parallelism - for example calling - * {@link DataSet#reduce(org.apache.flink.api.common.functions.ReduceFunction)} over the entire - * set will insert eventually an operation that runs non-parallel (parallelism of one). - * - * @return The parallelism used by operations, unless they override that value. This method - * returns {@link ExecutionConfig#PARALLELISM_DEFAULT}, if the environment's default parallelism should be used. - */ - public int getParallelism() { - return config.getParallelism(); - } - - /** - * Sets the parallelism for operations executed through this environment. - * Setting a parallelism of x here will cause all operators (such as join, map, reduce) to run with - * x parallel instances. - * - *

This method overrides the default parallelism for this environment. - * The {@link LocalEnvironment} uses by default a value equal to the number of hardware - * contexts (CPU cores / threads). When executing the program via the command line client - * from a JAR file, the default parallelism is the one configured for that setup. - * - * @param parallelism The parallelism - */ - public void setParallelism(int parallelism) { - config.setParallelism(parallelism); - } - - /** - * Sets the restart strategy configuration. The configuration specifies which restart strategy - * will be used for the execution graph in case of a restart. - * - * @param restartStrategyConfiguration Restart strategy configuration to be set - */ - @PublicEvolving - public void setRestartStrategy(RestartStrategies.RestartStrategyConfiguration restartStrategyConfiguration) { - config.setRestartStrategy(restartStrategyConfiguration); - } - - /** - * Returns the specified restart strategy configuration. - * - * @return The restart strategy configuration to be used - */ - @PublicEvolving - public RestartStrategies.RestartStrategyConfiguration getRestartStrategy() { - return config.getRestartStrategy(); - } - - /** - * Sets the number of times that failed tasks are re-executed. A value of zero - * effectively disables fault tolerance. A value of {@code -1} indicates that the system - * default value (as defined in the configuration) should be used. - * - * @param numberOfExecutionRetries The number of times the system will try to re-execute failed tasks. - * - * @deprecated This method will be replaced by {@link #setRestartStrategy}. The - * {@link RestartStrategies.FixedDelayRestartStrategyConfiguration} contains the number of - * execution retries. - */ - @Deprecated - @PublicEvolving - public void setNumberOfExecutionRetries(int numberOfExecutionRetries) { - config.setNumberOfExecutionRetries(numberOfExecutionRetries); - } - - /** - * Gets the number of times the system will try to re-execute failed tasks. A value - * of {@code -1} indicates that the system default value (as defined in the configuration) - * should be used. - * - * @return The number of times the system will try to re-execute failed tasks. - * - * @deprecated This method will be replaced by {@link #getRestartStrategy}. The - * {@link RestartStrategies.FixedDelayRestartStrategyConfiguration} contains the number of - * execution retries. - */ - @Deprecated - @PublicEvolving - public int getNumberOfExecutionRetries() { - return config.getNumberOfExecutionRetries(); - } - - /** - * Returns the {@link org.apache.flink.api.common.JobExecutionResult} of the last executed job. - * - * @return The execution result from the latest job execution. - */ - public JobExecutionResult getLastJobExecutionResult(){ - return this.lastJobExecutionResult; - } - - // -------------------------------------------------------------------------------------------- - // Session Management - // -------------------------------------------------------------------------------------------- - - /** - * Gets the JobID by which this environment is identified. The JobID sets the execution context - * in the cluster or local environment. - * - * @return The JobID of this environment. - * @see #getIdString() - */ - @PublicEvolving - public JobID getId() { - return this.jobID; - } - - /** - * Gets the JobID by which this environment is identified, as a string. - * - * @return The JobID as a string. - * @see #getId() - */ - @PublicEvolving - public String getIdString() { - return this.jobID.toString(); - } - - /** - * Sets the session timeout to hold the intermediate results of a job. This only - * applies the updated timeout in future executions. - * - * @param timeout The timeout, in seconds. - */ - @PublicEvolving - public void setSessionTimeout(long timeout) { - throw new IllegalStateException("Support for sessions is currently disabled. " + - "It will be enabled in future Flink versions."); - // Session management is disabled, revert this commit to enable - //if (timeout < 0) { - // throw new IllegalArgumentException("The session timeout must not be less than zero."); - //} - //this.sessionTimeout = timeout; - } - - /** - * Gets the session timeout for this environment. The session timeout defines for how long - * after an execution, the job and its intermediate results will be kept for future - * interactions. - * - * @return The session timeout, in seconds. - */ - @PublicEvolving - public long getSessionTimeout() { - return sessionTimeout; - } - - /** - * Starts a new session, discarding the previous data flow and all of its intermediate results. - */ - @PublicEvolving - public abstract void startNewSession() throws Exception; - - // -------------------------------------------------------------------------------------------- - // Registry for types and serializers - // -------------------------------------------------------------------------------------------- - - /** - * Adds a new Kryo default serializer to the Runtime. - * - *

Note that the serializer instance must be serializable (as defined by java.io.Serializable), - * because it may be distributed to the worker nodes by java serialization. - * - * @param type The class of the types serialized with the given serializer. - * @param serializer The serializer to use. - */ - public & Serializable>void addDefaultKryoSerializer(Class type, T serializer) { - config.addDefaultKryoSerializer(type, serializer); - } - - /** - * Adds a new Kryo default serializer to the Runtime. - * - * @param type The class of the types serialized with the given serializer. - * @param serializerClass The class of the serializer to use. - */ - public void addDefaultKryoSerializer(Class type, Class> serializerClass) { - config.addDefaultKryoSerializer(type, serializerClass); - } - - /** - * Registers the given type with a Kryo Serializer. - * - *

Note that the serializer instance must be serializable (as defined by java.io.Serializable), - * because it may be distributed to the worker nodes by java serialization. - * - * @param type The class of the types serialized with the given serializer. - * @param serializer The serializer to use. - */ - public & Serializable>void registerTypeWithKryoSerializer(Class type, T serializer) { - config.registerTypeWithKryoSerializer(type, serializer); - } - - /** - * Registers the given Serializer via its class as a serializer for the given type at the KryoSerializer. - * - * @param type The class of the types serialized with the given serializer. - * @param serializerClass The class of the serializer to use. - */ - public void registerTypeWithKryoSerializer(Class type, Class> serializerClass) { - config.registerTypeWithKryoSerializer(type, serializerClass); - } - - /** - * Registers the given type with the serialization stack. If the type is eventually - * serialized as a POJO, then the type is registered with the POJO serializer. If the - * type ends up being serialized with Kryo, then it will be registered at Kryo to make - * sure that only tags are written. - * - * @param type The class of the type to register. - */ - public void registerType(Class type) { - if (type == null) { - throw new NullPointerException("Cannot register null type class."); - } - - TypeInformation typeInfo = TypeExtractor.createTypeInfo(type); - - if (typeInfo instanceof PojoTypeInfo) { - config.registerPojoType(type); - } else { - config.registerKryoType(type); - } - } - - // -------------------------------------------------------------------------------------------- - // Data set creations - // -------------------------------------------------------------------------------------------- - - // ---------------------------------- Text Input Format --------------------------------------- - - /** - * Creates a {@link DataSet} that represents the Strings produced by reading the given file line wise. - * The file will be read with the UTF-8 character set. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @return A {@link DataSet} that represents the data read from the given file as text lines. - */ - public DataSource readTextFile(String filePath) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - return new DataSource<>(this, new TextInputFormat(new Path(filePath)), BasicTypeInfo.STRING_TYPE_INFO, Utils.getCallLocationName()); - } - - /** - * Creates a {@link DataSet} that represents the Strings produced by reading the given file line wise. - * The {@link java.nio.charset.Charset} with the given name will be used to read the files. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @param charsetName The name of the character set used to read the file. - * @return A {@link DataSet} that represents the data read from the given file as text lines. - */ - public DataSource readTextFile(String filePath, String charsetName) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - TextInputFormat format = new TextInputFormat(new Path(filePath)); - format.setCharsetName(charsetName); - return new DataSource<>(this, format, BasicTypeInfo.STRING_TYPE_INFO, Utils.getCallLocationName()); - } - - // -------------------------- Text Input Format With String Value------------------------------ - - /** - * Creates a {@link DataSet} that represents the Strings produced by reading the given file line wise. - * This method is similar to {@link #readTextFile(String)}, but it produces a DataSet with mutable - * {@link StringValue} objects, rather than Java Strings. StringValues can be used to tune implementations - * to be less object and garbage collection heavy. - * - *

The file will be read with the UTF-8 character set. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @return A {@link DataSet} that represents the data read from the given file as text lines. - */ - public DataSource readTextFileWithValue(String filePath) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - return new DataSource<>(this, new TextValueInputFormat(new Path(filePath)), new ValueTypeInfo<>(StringValue.class), Utils.getCallLocationName()); - } - - /** - * Creates a {@link DataSet} that represents the Strings produced by reading the given file line wise. - * This method is similar to {@link #readTextFile(String, String)}, but it produces a DataSet with mutable - * {@link StringValue} objects, rather than Java Strings. StringValues can be used to tune implementations - * to be less object and garbage collection heavy. - * - *

The {@link java.nio.charset.Charset} with the given name will be used to read the files. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @param charsetName The name of the character set used to read the file. - * @param skipInvalidLines A flag to indicate whether to skip lines that cannot be read with the given character set. - * - * @return A DataSet that represents the data read from the given file as text lines. - */ - public DataSource readTextFileWithValue(String filePath, String charsetName, boolean skipInvalidLines) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - TextValueInputFormat format = new TextValueInputFormat(new Path(filePath)); - format.setCharsetName(charsetName); - format.setSkipInvalidLines(skipInvalidLines); - return new DataSource<>(this, format, new ValueTypeInfo<>(StringValue.class), Utils.getCallLocationName()); - } - - // ----------------------------------- Primitive Input Format --------------------------------------- - - /** - * Creates a {@link DataSet} that represents the primitive type produced by reading the given file line wise. - * This method is similar to {@link #readCsvFile(String)} with single field, but it produces a DataSet not through - * {@link org.apache.flink.api.java.tuple.Tuple1}. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @param typeClass The primitive type class to be read. - * @return A {@link DataSet} that represents the data read from the given file as primitive type. - */ - public DataSource readFileOfPrimitives(String filePath, Class typeClass) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - return new DataSource<>(this, new PrimitiveInputFormat<>(new Path(filePath), typeClass), TypeExtractor.getForClass(typeClass), Utils.getCallLocationName()); - } - - /** - * Creates a {@link DataSet} that represents the primitive type produced by reading the given file in delimited way. - * This method is similar to {@link #readCsvFile(String)} with single field, but it produces a DataSet not through - * {@link org.apache.flink.api.java.tuple.Tuple1}. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @param delimiter The delimiter of the given file. - * @param typeClass The primitive type class to be read. - * @return A {@link DataSet} that represents the data read from the given file as primitive type. - */ - public DataSource readFileOfPrimitives(String filePath, String delimiter, Class typeClass) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - return new DataSource<>(this, new PrimitiveInputFormat<>(new Path(filePath), delimiter, typeClass), TypeExtractor.getForClass(typeClass), Utils.getCallLocationName()); - } - - // ----------------------------------- CSV Input Format --------------------------------------- - - /** - * Creates a CSV reader to read a comma separated value (CSV) file. The reader has options to - * define parameters and field types and will eventually produce the DataSet that corresponds to - * the read and parsed CSV input. - * - * @param filePath The path of the CSV file. - * @return A CsvReader that can be used to configure the CSV input. - */ - public CsvReader readCsvFile(String filePath) { - return new CsvReader(filePath, this); - } - - // ------------------------------------ File Input Format ----------------------------------------- - - public DataSource readFile(FileInputFormat inputFormat, String filePath) { - if (inputFormat == null) { - throw new IllegalArgumentException("InputFormat must not be null."); - } - if (filePath == null) { - throw new IllegalArgumentException("The file path must not be null."); - } - - inputFormat.setFilePath(new Path(filePath)); - try { - return createInput(inputFormat, TypeExtractor.getInputFormatTypes(inputFormat)); - } - catch (Exception e) { - throw new InvalidProgramException("The type returned by the input format could not be automatically determined. " + - "Please specify the TypeInformation of the produced type explicitly by using the " + - "'createInput(InputFormat, TypeInformation)' method instead."); - } - } - - // ----------------------------------- Generic Input Format --------------------------------------- - - /** - * Generic method to create an input {@link DataSet} with in {@link InputFormat}. The DataSet will not be - * immediately created - instead, this method returns a DataSet that will be lazily created from - * the input format once the program is executed. - * - *

Since all data sets need specific information about their types, this method needs to determine - * the type of the data produced by the input format. It will attempt to determine the data type - * by reflection, unless the input format implements the {@link ResultTypeQueryable} interface. - * In the latter case, this method will invoke the {@link ResultTypeQueryable#getProducedType()} - * method to determine data type produced by the input format. - * - * @param inputFormat The input format used to create the data set. - * @return A {@link DataSet} that represents the data created by the input format. - * - * @see #createInput(InputFormat, TypeInformation) - */ - public DataSource createInput(InputFormat inputFormat) { - if (inputFormat == null) { - throw new IllegalArgumentException("InputFormat must not be null."); - } - - try { - return createInput(inputFormat, TypeExtractor.getInputFormatTypes(inputFormat)); - } - catch (Exception e) { - throw new InvalidProgramException("The type returned by the input format could not be automatically determined. " + - "Please specify the TypeInformation of the produced type explicitly by using the " + - "'createInput(InputFormat, TypeInformation)' method instead.", e); - } - } - - /** - * Generic method to create an input DataSet with in {@link InputFormat}. The {@link DataSet} will not be - * immediately created - instead, this method returns a {@link DataSet} that will be lazily created from - * the input format once the program is executed. - * - *

The {@link DataSet} is typed to the given TypeInformation. This method is intended for input formats that - * where the return type cannot be determined by reflection analysis, and that do not implement the - * {@link ResultTypeQueryable} interface. - * - * @param inputFormat The input format used to create the data set. - * @return A {@link DataSet} that represents the data created by the input format. - * - * @see #createInput(InputFormat) - */ - public DataSource createInput(InputFormat inputFormat, TypeInformation producedType) { - if (inputFormat == null) { - throw new IllegalArgumentException("InputFormat must not be null."); - } - - if (producedType == null) { - throw new IllegalArgumentException("Produced type information must not be null."); - } - - return new DataSource<>(this, inputFormat, producedType, Utils.getCallLocationName()); - } - - // ----------------------------------- Collection --------------------------------------- - - /** - * Creates a DataSet from the given non-empty collection. The type of the data set is that - * of the elements in the collection. - * - *

The framework will try and determine the exact type from the collection elements. - * In case of generic elements, it may be necessary to manually supply the type information - * via {@link #fromCollection(Collection, TypeInformation)}. - * - *

Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param data The collection of elements to create the data set from. - * @return A DataSet representing the given collection. - * - * @see #fromCollection(Collection, TypeInformation) - */ - public DataSource fromCollection(Collection data) { - if (data == null) { - throw new IllegalArgumentException("The data must not be null."); - } - if (data.size() == 0) { - throw new IllegalArgumentException("The size of the collection must not be empty."); - } - - X firstValue = data.iterator().next(); - - TypeInformation type = TypeExtractor.getForObject(firstValue); - CollectionInputFormat.checkCollection(data, type.getTypeClass()); - return new DataSource<>(this, new CollectionInputFormat<>(data, type.createSerializer(config)), type, Utils.getCallLocationName()); - } - - /** - * Creates a DataSet from the given non-empty collection. Note that this operation will result - * in a non-parallel data source, i.e. a data source with a parallelism of one. - * - *

The returned DataSet is typed to the given TypeInformation. - * - * @param data The collection of elements to create the data set from. - * @param type The TypeInformation for the produced data set. - * @return A DataSet representing the given collection. - * - * @see #fromCollection(Collection) - */ - public DataSource fromCollection(Collection data, TypeInformation type) { - return fromCollection(data, type, Utils.getCallLocationName()); - } - - private DataSource fromCollection(Collection data, TypeInformation type, String callLocationName) { - CollectionInputFormat.checkCollection(data, type.getTypeClass()); - return new DataSource<>(this, new CollectionInputFormat<>(data, type.createSerializer(config)), type, callLocationName); - } - - /** - * Creates a DataSet from the given iterator. Because the iterator will remain unmodified until - * the actual execution happens, the type of data returned by the iterator must be given - * explicitly in the form of the type class (this is due to the fact that the Java compiler - * erases the generic type information). - * - *

Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param data The collection of elements to create the data set from. - * @param type The class of the data produced by the iterator. Must not be a generic class. - * @return A DataSet representing the elements in the iterator. - * - * @see #fromCollection(Iterator, TypeInformation) - */ - public DataSource fromCollection(Iterator data, Class type) { - return fromCollection(data, TypeExtractor.getForClass(type)); - } - - /** - * Creates a DataSet from the given iterator. Because the iterator will remain unmodified until - * the actual execution happens, the type of data returned by the iterator must be given - * explicitly in the form of the type information. This method is useful for cases where the type - * is generic. In that case, the type class (as given in {@link #fromCollection(Iterator, Class)} - * does not supply all type information. - * - *

Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param data The collection of elements to create the data set from. - * @param type The TypeInformation for the produced data set. - * @return A DataSet representing the elements in the iterator. - * - * @see #fromCollection(Iterator, Class) - */ - public DataSource fromCollection(Iterator data, TypeInformation type) { - return new DataSource<>(this, new IteratorInputFormat<>(data), type, Utils.getCallLocationName()); - } - - /** - * Creates a new data set that contains the given elements. The elements must all be of the same type, - * for example, all of the {@link String} or {@link Integer}. The sequence of elements must not be empty. - * - *

The framework will try and determine the exact type from the collection elements. - * In case of generic elements, it may be necessary to manually supply the type information - * via {@link #fromCollection(Collection, TypeInformation)}. - * - *

Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param data The elements to make up the data set. - * @return A DataSet representing the given list of elements. - */ - @SafeVarargs - public final DataSource fromElements(X... data) { - if (data == null) { - throw new IllegalArgumentException("The data must not be null."); - } - if (data.length == 0) { - throw new IllegalArgumentException("The number of elements must not be zero."); - } - - TypeInformation typeInfo; - try { - typeInfo = TypeExtractor.getForObject(data[0]); - } - catch (Exception e) { - throw new RuntimeException("Could not create TypeInformation for type " + data[0].getClass().getName() - + "; please specify the TypeInformation manually via " - + "ExecutionEnvironment#fromElements(Collection, TypeInformation)", e); - } - - return fromCollection(Arrays.asList(data), typeInfo, Utils.getCallLocationName()); - } - - /** - * Creates a new data set that contains the given elements. The framework will determine the type according to the - * based type user supplied. The elements should be the same or be the subclass to the based type. - * The sequence of elements must not be empty. - * Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param type The base class type for every element in the collection. - * @param data The elements to make up the data set. - * @return A DataSet representing the given list of elements. - */ - @SafeVarargs - public final DataSource fromElements(Class type, X... data) { - if (data == null) { - throw new IllegalArgumentException("The data must not be null."); - } - if (data.length == 0) { - throw new IllegalArgumentException("The number of elements must not be zero."); - } - - TypeInformation typeInfo; - try { - typeInfo = TypeExtractor.getForClass(type); - } - catch (Exception e) { - throw new RuntimeException("Could not create TypeInformation for type " + type.getName() - + "; please specify the TypeInformation manually via " - + "ExecutionEnvironment#fromElements(Collection, TypeInformation)", e); - } - - return fromCollection(Arrays.asList(data), typeInfo, Utils.getCallLocationName()); - } - - /** - * Creates a new data set that contains elements in the iterator. The iterator is splittable, allowing the - * framework to create a parallel data source that returns the elements in the iterator. - * - *

Because the iterator will remain unmodified until the actual execution happens, the type of data - * returned by the iterator must be given explicitly in the form of the type class (this is due to the - * fact that the Java compiler erases the generic type information). - * - * @param iterator The iterator that produces the elements of the data set. - * @param type The class of the data produced by the iterator. Must not be a generic class. - * @return A DataSet representing the elements in the iterator. - * - * @see #fromParallelCollection(SplittableIterator, TypeInformation) - */ - public DataSource fromParallelCollection(SplittableIterator iterator, Class type) { - return fromParallelCollection(iterator, TypeExtractor.getForClass(type)); - } - - /** - * Creates a new data set that contains elements in the iterator. The iterator is splittable, allowing the - * framework to create a parallel data source that returns the elements in the iterator. - * - *

Because the iterator will remain unmodified until the actual execution happens, the type of data - * returned by the iterator must be given explicitly in the form of the type information. - * This method is useful for cases where the type is generic. In that case, the type class - * (as given in {@link #fromParallelCollection(SplittableIterator, Class)} does not supply all type information. - * - * @param iterator The iterator that produces the elements of the data set. - * @param type The TypeInformation for the produced data set. - * @return A DataSet representing the elements in the iterator. - * - * @see #fromParallelCollection(SplittableIterator, Class) - */ - public DataSource fromParallelCollection(SplittableIterator iterator, TypeInformation type) { - return fromParallelCollection(iterator, type, Utils.getCallLocationName()); - } - - // private helper for passing different call location names - private DataSource fromParallelCollection(SplittableIterator iterator, TypeInformation type, String callLocationName) { - return new DataSource<>(this, new ParallelIteratorInputFormat<>(iterator), type, callLocationName); - } - - /** - * Creates a new data set that contains a sequence of numbers. The data set will be created in parallel, - * so there is no guarantee about the order of the elements. - * - * @param from The number to start at (inclusive). - * @param to The number to stop at (inclusive). - * @return A DataSet, containing all number in the {@code [from, to]} interval. - */ - public DataSource generateSequence(long from, long to) { - return fromParallelCollection(new NumberSequenceIterator(from, to), BasicTypeInfo.LONG_TYPE_INFO, Utils.getCallLocationName()); - } - - // -------------------------------------------------------------------------------------------- - // Executing - // -------------------------------------------------------------------------------------------- - - /** - * Triggers the program execution. The environment will execute all parts of the program that have - * resulted in a "sink" operation. Sink operations are for example printing results ({@link DataSet#print()}, - * writing results (e.g. {@link DataSet#writeAsText(String)}, - * {@link DataSet#write(org.apache.flink.api.common.io.FileOutputFormat, String)}, or other generic - * data sinks created with {@link DataSet#output(org.apache.flink.api.common.io.OutputFormat)}. - * - *

The program execution will be logged and displayed with a generated default name. - * - * @return The result of the job execution, containing elapsed time and accumulators. - * @throws Exception Thrown, if the program executions fails. - */ - public JobExecutionResult execute() throws Exception { - return execute(getDefaultName()); - } - - /** - * Triggers the program execution. The environment will execute all parts of the program that have - * resulted in a "sink" operation. Sink operations are for example printing results ({@link DataSet#print()}, - * writing results (e.g. {@link DataSet#writeAsText(String)}, - * {@link DataSet#write(org.apache.flink.api.common.io.FileOutputFormat, String)}, or other generic - * data sinks created with {@link DataSet#output(org.apache.flink.api.common.io.OutputFormat)}. - * - *

The program execution will be logged and displayed with the given job name. - * - * @return The result of the job execution, containing elapsed time and accumulators. - * @throws Exception Thrown, if the program executions fails. - */ - public abstract JobExecutionResult execute(String jobName) throws Exception; - - /** - * Creates the plan with which the system will execute the program, and returns it as - * a String using a JSON representation of the execution data flow graph. - * Note that this needs to be called, before the plan is executed. - * - * @return The execution plan of the program, as a JSON String. - * @throws Exception Thrown, if the compiler could not be instantiated, or the master could not - * be contacted to retrieve information relevant to the execution planning. - */ - public abstract String getExecutionPlan() throws Exception; - - /** - * Registers a file at the distributed cache under the given name. The file will be accessible - * from any user-defined function in the (distributed) runtime under a local path. Files - * may be local files (which will be distributed via BlobServer), or files in a distributed file system. - * The runtime will copy the files temporarily to a local cache, if needed. - * - *

The {@link org.apache.flink.api.common.functions.RuntimeContext} can be obtained inside UDFs via - * {@link org.apache.flink.api.common.functions.RichFunction#getRuntimeContext()} and provides access - * {@link org.apache.flink.api.common.cache.DistributedCache} via - * {@link org.apache.flink.api.common.functions.RuntimeContext#getDistributedCache()}. - * - * @param filePath The path of the file, as a URI (e.g. "file:///some/path" or "hdfs://host:port/and/path") - * @param name The name under which the file is registered. - */ - public void registerCachedFile(String filePath, String name){ - registerCachedFile(filePath, name, false); - } - - /** - * Registers a file at the distributed cache under the given name. The file will be accessible - * from any user-defined function in the (distributed) runtime under a local path. Files - * may be local files (which will be distributed via BlobServer), or files in a distributed file system. - * The runtime will copy the files temporarily to a local cache, if needed. - * - *

The {@link org.apache.flink.api.common.functions.RuntimeContext} can be obtained inside UDFs via - * {@link org.apache.flink.api.common.functions.RichFunction#getRuntimeContext()} and provides access - * {@link org.apache.flink.api.common.cache.DistributedCache} via - * {@link org.apache.flink.api.common.functions.RuntimeContext#getDistributedCache()}. - * - * @param filePath The path of the file, as a URI (e.g. "file:///some/path" or "hdfs://host:port/and/path") - * @param name The name under which the file is registered. - * @param executable flag indicating whether the file should be executable - */ - public void registerCachedFile(String filePath, String name, boolean executable){ - this.cacheFile.add(new Tuple2<>(name, new DistributedCacheEntry(filePath, executable))); - } - - /** - * Registers all files that were registered at this execution environment's cache registry of the - * given plan's cache registry. - * - * @param p The plan to register files at. - * @throws IOException Thrown if checks for existence and sanity fail. - */ - protected void registerCachedFilesWithPlan(Plan p) throws IOException { - for (Tuple2 entry : cacheFile) { - p.registerCachedFile(entry.f0, entry.f1); - } - } - - /** - * Creates the program's {@link Plan}. The plan is a description of all data sources, data sinks, - * and operations and how they interact, as an isolated unit that can be executed with a - * {@link org.apache.flink.api.common.PlanExecutor}. Obtaining a plan and starting it with an - * executor is an alternative way to run a program and is only possible if the program consists - * only of distributed operations. - * This automatically starts a new stage of execution. - * - * @return The program's plan. - */ - @Internal - public Plan createProgramPlan() { - return createProgramPlan(null); - } - - /** - * Creates the program's {@link Plan}. The plan is a description of all data sources, data sinks, - * and operations and how they interact, as an isolated unit that can be executed with a - * {@link org.apache.flink.api.common.PlanExecutor}. Obtaining a plan and starting it with an - * executor is an alternative way to run a program and is only possible if the program consists - * only of distributed operations. - * This automatically starts a new stage of execution. - * - * @param jobName The name attached to the plan (displayed in logs and monitoring). - * @return The program's plan. - */ - @Internal - public Plan createProgramPlan(String jobName) { - return createProgramPlan(jobName, true); - } - - /** - * Creates the program's {@link Plan}. The plan is a description of all data sources, data sinks, - * and operations and how they interact, as an isolated unit that can be executed with a - * {@link org.apache.flink.api.common.PlanExecutor}. Obtaining a plan and starting it with an - * executor is an alternative way to run a program and is only possible if the program consists - * only of distributed operations. - * - * @param jobName The name attached to the plan (displayed in logs and monitoring). - * @param clearSinks Whether or not to start a new stage of execution. - * @return The program's plan. - */ - @Internal - public Plan createProgramPlan(String jobName, boolean clearSinks) { - if (this.sinks.isEmpty()) { - if (wasExecuted) { - throw new RuntimeException("No new data sinks have been defined since the " + - "last execution. The last execution refers to the latest call to " + - "'execute()', 'count()', 'collect()', or 'print()'."); - } else { - throw new RuntimeException("No data sinks have been created yet. " + - "A program needs at least one sink that consumes data. " + - "Examples are writing the data set or printing it."); - } - } - - if (jobName == null) { - jobName = getDefaultName(); - } - - OperatorTranslation translator = new OperatorTranslation(); - Plan plan = translator.translateToPlan(this.sinks, jobName); - - if (getParallelism() > 0) { - plan.setDefaultParallelism(getParallelism()); - } - plan.setExecutionConfig(getConfig()); - - // Check plan for GenericTypeInfo's and register the types at the serializers. - if (!config.isAutoTypeRegistrationDisabled()) { - plan.accept(new Visitor>() { - - private final Set> registeredTypes = new HashSet<>(); - private final Set> visitedOperators = new HashSet<>(); - - @Override - public boolean preVisit(org.apache.flink.api.common.operators.Operator visitable) { - if (!visitedOperators.add(visitable)) { - return false; - } - OperatorInformation opInfo = visitable.getOperatorInfo(); - Serializers.recursivelyRegisterType(opInfo.getOutputType(), config, registeredTypes); - return true; - } - - @Override - public void postVisit(org.apache.flink.api.common.operators.Operator visitable) {} - }); - } - - try { - registerCachedFilesWithPlan(plan); - } catch (Exception e) { - throw new RuntimeException("Error while registering cached files: " + e.getMessage(), e); - } - - // clear all the sinks such that the next execution does not redo everything - if (clearSinks) { - this.sinks.clear(); - wasExecuted = true; - } - - // All types are registered now. Print information. - int registeredTypes = config.getRegisteredKryoTypes().size() + - config.getRegisteredPojoTypes().size() + - config.getRegisteredTypesWithKryoSerializerClasses().size() + - config.getRegisteredTypesWithKryoSerializers().size(); - int defaultKryoSerializers = config.getDefaultKryoSerializers().size() + - config.getDefaultKryoSerializerClasses().size(); - LOG.info("The job has {} registered types and {} default Kryo serializers", registeredTypes, defaultKryoSerializers); - - if (config.isForceKryoEnabled() && config.isForceAvroEnabled()) { - LOG.warn("In the ExecutionConfig, both Avro and Kryo are enforced. Using Kryo serializer"); - } - if (config.isForceKryoEnabled()) { - LOG.info("Using KryoSerializer for serializing POJOs"); - } - if (config.isForceAvroEnabled()) { - LOG.info("Using AvroSerializer for serializing POJOs"); - } - - if (LOG.isDebugEnabled()) { - LOG.debug("Registered Kryo types: {}", config.getRegisteredKryoTypes().toString()); - LOG.debug("Registered Kryo with Serializers types: {}", config.getRegisteredTypesWithKryoSerializers().entrySet().toString()); - LOG.debug("Registered Kryo with Serializer Classes types: {}", config.getRegisteredTypesWithKryoSerializerClasses().entrySet().toString()); - LOG.debug("Registered Kryo default Serializers: {}", config.getDefaultKryoSerializers().entrySet().toString()); - LOG.debug("Registered Kryo default Serializers Classes {}", config.getDefaultKryoSerializerClasses().entrySet().toString()); - LOG.debug("Registered POJO types: {}", config.getRegisteredPojoTypes().toString()); - - // print information about static code analysis - LOG.debug("Static code analysis mode: {}", config.getCodeAnalysisMode()); - } - - return plan; - } - - /** - * Adds the given sink to this environment. Only sinks that have been added will be executed once - * the {@link #execute()} or {@link #execute(String)} method is called. - * - * @param sink The sink to add for execution. - */ - @Internal - void registerDataSink(DataSink sink) { - this.sinks.add(sink); - } - - /** - * Gets a default job name, based on the timestamp when this method is invoked. - * - * @return A default job name. - */ - private static String getDefaultName() { - return "Flink Java Job at " + Calendar.getInstance().getTime(); - } - - // -------------------------------------------------------------------------------------------- - // Instantiation of Execution Contexts - // -------------------------------------------------------------------------------------------- - - /** - * Creates an execution environment that represents the context in which the program is currently executed. - * If the program is invoked standalone, this method returns a local execution environment, as returned by - * {@link #createLocalEnvironment()}. If the program is invoked from within the command line client to be - * submitted to a cluster, this method returns the execution environment of this cluster. - * - * @return The execution environment of the context in which the program is executed. - */ - public static ExecutionEnvironment getExecutionEnvironment() { - return contextEnvironmentFactory == null ? - createLocalEnvironment() : contextEnvironmentFactory.get().createExecutionEnvironment(); - } - - /** - * Creates a {@link CollectionEnvironment} that uses Java Collections underneath. This will execute in a - * single thread in the current JVM. It is very fast but will fail if the data does not fit into - * memory. parallelism will always be 1. This is useful during implementation and for debugging. - * @return A Collection Environment - */ - @PublicEvolving - public static CollectionEnvironment createCollectionsEnvironment(){ - CollectionEnvironment ce = new CollectionEnvironment(); - ce.setParallelism(1); - return ce; - } - - /** - * Creates a {@link LocalEnvironment}. The local execution environment will run the program in a - * multi-threaded fashion in the same JVM as the environment was created in. The default - * parallelism of the local environment is the number of hardware contexts (CPU cores / threads), - * unless it was specified differently by {@link #setDefaultLocalParallelism(int)}. - * - * @return A local execution environment. - */ - public static LocalEnvironment createLocalEnvironment() { - return createLocalEnvironment(defaultLocalDop); - } - - /** - * Creates a {@link LocalEnvironment}. The local execution environment will run the program in a - * multi-threaded fashion in the same JVM as the environment was created in. It will use the - * parallelism specified in the parameter. - * - * @param parallelism The parallelism for the local environment. - * @return A local execution environment with the specified parallelism. - */ - public static LocalEnvironment createLocalEnvironment(int parallelism) { - return createLocalEnvironment(new Configuration(), parallelism); - } - - /** - * Creates a {@link LocalEnvironment}. The local execution environment will run the program in a - * multi-threaded fashion in the same JVM as the environment was created in. It will use the - * parallelism specified in the parameter. - * - * @param customConfiguration Pass a custom configuration to the LocalEnvironment. - * @return A local execution environment with the specified parallelism. - */ - public static LocalEnvironment createLocalEnvironment(Configuration customConfiguration) { - return createLocalEnvironment(customConfiguration, -1); - } - - /** - * Creates a {@link LocalEnvironment} for local program execution that also starts the - * web monitoring UI. - * - *

The local execution environment will run the program in a multi-threaded fashion in - * the same JVM as the environment was created in. It will use the parallelism specified in the - * parameter. - * - *

If the configuration key 'rest.port' was set in the configuration, that particular - * port will be used for the web UI. Otherwise, the default port (8081) will be used. - */ - @PublicEvolving - public static ExecutionEnvironment createLocalEnvironmentWithWebUI(Configuration conf) { - checkNotNull(conf, "conf"); - - conf.setBoolean(ConfigConstants.LOCAL_START_WEBSERVER, true); - - if (!conf.contains(RestOptions.PORT)) { - // explicitly set this option so that it's not set to 0 later - conf.setInteger(RestOptions.PORT, RestOptions.PORT.defaultValue()); - } - - return createLocalEnvironment(conf, -1); - } - - /** - * Creates a {@link LocalEnvironment} which is used for executing Flink jobs. - * - * @param configuration to start the {@link LocalEnvironment} with - * @param defaultParallelism to initialize the {@link LocalEnvironment} with - * @return {@link LocalEnvironment} - */ - private static LocalEnvironment createLocalEnvironment(Configuration configuration, int defaultParallelism) { - final LocalEnvironment localEnvironment = new LocalEnvironment(configuration); - - if (defaultParallelism > 0) { - localEnvironment.setParallelism(defaultParallelism); - } - - return localEnvironment; - } - - /** - * Creates a {@link RemoteEnvironment}. The remote environment sends (parts of) the program - * to a cluster for execution. Note that all file paths used in the program must be accessible from the - * cluster. The execution will use the cluster's default parallelism, unless the parallelism is - * set explicitly via {@link ExecutionEnvironment#setParallelism(int)}. - * - * @param host The host name or address of the master (JobManager), where the program should be executed. - * @param port The port of the master (JobManager), where the program should be executed. - * @param jarFiles The JAR files with code that needs to be shipped to the cluster. If the program uses - * user-defined functions, user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static ExecutionEnvironment createRemoteEnvironment(String host, int port, String... jarFiles) { - return new RemoteEnvironment(host, port, jarFiles); - } - - /** - * Creates a {@link RemoteEnvironment}. The remote environment sends (parts of) the program - * to a cluster for execution. Note that all file paths used in the program must be accessible from the - * cluster. The custom configuration file is used to configure Akka specific configuration parameters - * for the Client only; Program parallelism can be set via {@link ExecutionEnvironment#setParallelism(int)}. - * - *

Cluster configuration has to be done in the remotely running Flink instance. - * - * @param host The host name or address of the master (JobManager), where the program should be executed. - * @param port The port of the master (JobManager), where the program should be executed. - * @param clientConfiguration Configuration used by the client that connects to the cluster. - * @param jarFiles The JAR files with code that needs to be shipped to the cluster. If the program uses - * user-defined functions, user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static ExecutionEnvironment createRemoteEnvironment( - String host, int port, Configuration clientConfiguration, String... jarFiles) { - return new RemoteEnvironment(host, port, clientConfiguration, jarFiles, null); - } - - /** - * Creates a {@link RemoteEnvironment}. The remote environment sends (parts of) the program - * to a cluster for execution. Note that all file paths used in the program must be accessible from the - * cluster. The execution will use the specified parallelism. - * - * @param host The host name or address of the master (JobManager), where the program should be executed. - * @param port The port of the master (JobManager), where the program should be executed. - * @param parallelism The parallelism to use during the execution. - * @param jarFiles The JAR files with code that needs to be shipped to the cluster. If the program uses - * user-defined functions, user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static ExecutionEnvironment createRemoteEnvironment(String host, int port, int parallelism, String... jarFiles) { - RemoteEnvironment rec = new RemoteEnvironment(host, port, jarFiles); - rec.setParallelism(parallelism); - return rec; - } - - // -------------------------------------------------------------------------------------------- - // Default parallelism for local execution - // -------------------------------------------------------------------------------------------- - - /** - * Gets the default parallelism that will be used for the local execution environment created by - * {@link #createLocalEnvironment()}. - * - * @return The default local parallelism - */ - public static int getDefaultLocalParallelism() { - return defaultLocalDop; - } - - /** - * Sets the default parallelism that will be used for the local execution environment created by - * {@link #createLocalEnvironment()}. - * - * @param parallelism The parallelism to use as the default local parallelism. - */ - public static void setDefaultLocalParallelism(int parallelism) { - defaultLocalDop = parallelism; - } - - // -------------------------------------------------------------------------------------------- - // Methods to control the context environment and creation of explicit environments other - // than the context environment - // -------------------------------------------------------------------------------------------- - - /** - * Sets a context environment factory, that creates the context environment for running programs - * with pre-configured environments. Examples are running programs from the command line, and - * running programs in the Scala shell. - * - *

When the context environment factory is set, no other environments can be explicitly used. - * - * @param ctx The context environment factory. - */ - protected static void initializeContextEnvironment(ExecutionEnvironmentFactory ctx) { - contextEnvironmentFactory.set(Preconditions.checkNotNull(ctx)); - } - - /** - * Un-sets the context environment factory. After this method is called, the call to - * {@link #getExecutionEnvironment()} will again return a default local execution environment, and - * it is possible to explicitly instantiate the LocalEnvironment and the RemoteEnvironment. - */ - protected static void resetContextEnvironment() { - contextEnvironmentFactory.remove(); - } - - /** - * Checks whether it is currently permitted to explicitly instantiate a LocalEnvironment - * or a RemoteEnvironment. - * - * @return True, if it is possible to explicitly instantiate a LocalEnvironment or a - * RemoteEnvironment, false otherwise. - */ - @Internal - public static boolean areExplicitEnvironmentsAllowed() { - return contextEnvironmentFactory.get() == null; - } -} From 81ae641edf19857d4acd99c89c4b2d6f6eff8814 Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 21 Aug 2020 14:59:11 +0800 Subject: [PATCH 083/136] fix doc problem --- docs/quickstart.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/quickstart.md b/docs/quickstart.md index 4625c44d82..f5f702280c 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -106,7 +106,7 @@ rest.bind-port: 8888 ```bash bin/flinkx -mode standalone \ -job $FLINK_HOME/examples/stream_example.json \ - -pluginRoot $FLINK_HOME/plugins \ + -pluginRoot $FLINKX_HOME/plugins \ -flinkconf $FLINK_HOME/conf \ -confProp "{\"flink.checkpoint.interval\":60000}" ``` @@ -145,7 +145,7 @@ $FLINK_HOME/bin/start-cluster.sh ```bash bin/flinkx -mode yarn \ -job $FLINK_HOME/examples/stream_example.json \ - -pluginRoot $FLINK_HOME/plugins \ + -pluginRoot $FLINKX_HOME/plugins \ -flinkconf $FLINK_HOME/conf \ -yarnconf $HADOOP_HOME/etc/hadoop \ -confProp "{\"flink.checkpoint.interval\":60000}" @@ -187,7 +187,7 @@ $FLINK_HOME/bin/yarn-session.sh -n 1 -s 2 -jm 1024 -tm 1024 ```bash bin/flinkx -mode yarnPer \ -job ${FLINK_HOME}/examples/stream_example.json \ - -pluginRoot $FLINK_HOME/plugins \ + -pluginRoot $FLINKX_HOME/plugins \ -flinkconf $FLINK_HOME/conf \ -yarnconf $HADOOP_HOME/etc/hadoop \ -flinkLibJar $FLINK_HOME/lib \ From 7d140cda3c78f058d6b091609ae840226676b252 Mon Sep 17 00:00:00 2001 From: huangrunxing Date: Mon, 14 Sep 2020 13:36:52 +0800 Subject: [PATCH 084/136] add lzo conpress for hdfs wtire with text type --- .../com/dtstack/flinkx/hdfs/ECompressType.java | 1 + flinkx-hdfs/flinkx-hdfs-writer/pom.xml | 18 ++++++++++++++++++ .../hdfs/writer/HdfsTextOutputFormat.java | 6 ++++++ 3 files changed, 25 insertions(+) diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java index 2f0c7ec101..3ff1b66de2 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/ECompressType.java @@ -32,6 +32,7 @@ public enum ECompressType { */ TEXT_GZIP("GZIP", "text", ".gz", 0.331F), TEXT_BZIP2("BZIP2", "text", ".bz2", 0.259F), + TEXT_LZO("LZO", "text", ".lzo", 1.0F), TEXT_NONE("NONE", "text", "", 0.637F), /** diff --git a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml index 7212c0cef0..3961f1a032 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml @@ -34,6 +34,24 @@ under the License. + + + org.anarres.lzo + lzo-core + 1.0.2 + + + org.anarres.lzo + lzo-hadoop + 1.0.5 + + + hadoop-core + org.apache.hadoop + + + + com.dtstack.flinkx flinkx-hdfs-core diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java index dc592d5563..4b8666e338 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java @@ -26,8 +26,11 @@ import org.apache.commons.compress.compressors.bzip2.BZip2CompressorOutputStream; import org.apache.commons.compress.compressors.gzip.GzipCompressorOutputStream; import org.apache.flink.types.Row; +import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.Path; import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.io.compress.CompressionCodecFactory; + import java.io.IOException; import java.io.OutputStream; import java.math.BigDecimal; @@ -93,6 +96,9 @@ protected void nextBlock(){ stream = new GzipCompressorOutputStream(fs.create(p)); } else if(compressType == ECompressType.TEXT_BZIP2){ stream = new BZip2CompressorOutputStream(fs.create(p)); + } else if (compressType == ECompressType.TEXT_LZO) { + CompressionCodecFactory factory = new CompressionCodecFactory(new Configuration()); + stream = factory.getCodecByClassName("com.hadoop.compression.lzo.LzopCodec").createOutputStream(fs.create(p)); } } From b1ad2195ea59978328537962647fd4aad4c49a15 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Tue, 12 Jan 2021 17:02:58 +0800 Subject: [PATCH 085/136] =?UTF-8?q?1=E3=80=81=E5=A2=9E=E5=8A=A0Kingbase?= =?UTF-8?q?=E6=8F=92=E4=BB=B6=202=E3=80=81fix=20#301=203=E3=80=81fix=20#27?= =?UTF-8?q?6=204=E3=80=81fix=20#244=205=E3=80=81fix=20=E5=85=B6=E4=BB=96BU?= =?UTF-8?q?G?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitignore | 3 +- README.md | 8 +- README_CH.md | 21 +- bin/install_jars.bat | 3 + bin/install_jars.sh | 8 +- docs/example/kafka09_stream.json | 36 + docs/example/kafka10_stream.json | 42 + docs/example/kafka11_stream.json | 36 + docs/example/kafka_hive.json | 52 + docs/example/kafka_mysql.json | 65 + docs/example/kafka_stream.json | 34 + docs/example/stream_stream.json | 30 + docs/generalconfig.md | 23 +- docs/offline/reader/mongodbreader.md | 1 - docs/offline/reader/postgresqlreader.md | 2 - docs/offline/reader/sqlserverreader.md | 1 + docs/offline/writer/postgresqlwriter.md | 4 +- docs/offline/writer/sqlserverwriter.md | 4 +- docs/questions.md | 24 + docs/quickstart.md | 134 +- docs/realTime/reader/kafkareader.md | 466 +++--- docs/realTime/reader/pgwalreader.md | 215 +++ docs/realTime/writer/kafkawriter.md | 213 +-- docs/restore.md | 2 +- .../com/dtstack/flinkx/binlog/BinlogUtil.java | 207 +++ .../{reader => format}/BinlogInputFormat.java | 132 +- .../format/BinlogInputFormatBuilder.java | 171 +++ .../BinlogAlarmHandler.java | 3 +- .../{reader => listener}/BinlogEventSink.java | 24 +- .../BinlogPositionManager.java | 3 +- .../HeartBeatController.java | 3 +- .../flinkx/binlog/reader/BinlogReader.java | 16 +- flinkx-binlog/pom.xml | 10 + .../writer/dict/DictionaryWriterTask.java | 12 +- .../clickhouse/core/ClickhouseUtil.java | 4 +- .../flinkx-clickhouse-reader/pom.xml | 1 + .../format/ClickhouseInputFormat.java | 4 - .../clickhouse/reader/ClickhouseReader.java | 1 - .../flinkx-clickhouse-writer/pom.xml | 1 + flinkx-core/pom.xml | 11 +- .../main/java/com/dtstack/flinkx/Main.java | 38 +- .../flinkx/classloader/PluginUtil.java | 72 +- .../dtstack/flinkx/config/AbstractConfig.java | 36 +- .../flinkx/config/DataTransferConfig.java | 2 +- .../flinkx/config/ErrorLimitConfig.java | 4 +- .../flinkx/constants/ConfigConstant.java | 3 - .../flinkx/constants/ConstantValue.java | 8 +- .../dtstack/flinkx/decoder/DecodeEnum.java | 2 +- .../dtstack/flinkx/decoder/JsonDecoder.java | 9 +- .../{PlainDecoder.java => TextDecoder.java} | 2 +- .../com/dtstack/flinkx/enums/ColumnType.java | 28 +- .../dtstack/flinkx/enums/EDatabaseType.java | 5 +- .../flinkx/exception/DataSourceException.java | 27 +- .../inputformat/BaseRichInputFormat.java | 6 +- .../BaseRichInputFormatBuilder.java | 5 +- .../com/dtstack/flinkx/latch/MetricLatch.java | 4 +- .../dtstack/flinkx/metrics/BaseMetric.java | 2 +- .../com/dtstack/flinkx/options/Options.java | 37 +- .../outputformat/BaseFileOutputFormat.java | 4 +- .../outputformat/BaseRichOutputFormat.java | 30 +- .../dtstack/flinkx/reader/BaseDataReader.java | 3 +- .../flinkx/reader/DataReaderFactory.java | 3 +- .../source/DtInputFormatSourceFunction.java | 25 +- .../com/dtstack/flinkx/util/DateUtil.java | 5 - .../dtstack/flinkx/util/FileSystemUtil.java | 7 +- .../com/dtstack/flinkx/util/GsonUtil.java | 1 + .../dtstack/flinkx/util/JsonModifyUtil.java | 5 +- .../java/com/dtstack/flinkx/util/MapUtil.java | 6 + .../dtstack/flinkx/util/RangeSplitUtil.java | 48 + .../com/dtstack/flinkx/util/RetryUtil.java | 11 +- .../com/dtstack/flinkx/util/StringUtil.java | 41 +- .../com/dtstack/flinkx/util/ZkHelper.java | 94 ++ .../flinkx/writer/DataWriterFactory.java | 2 +- .../dtstack/flinkx/writer/ErrorLimiter.java | 3 +- .../flink/api/java/ExecutionEnvironment.java | 1278 ----------------- .../com/dtstack/flinkx/util/ZkHelperTest.java | 84 ++ flinkx-db2/flinkx-db2-reader/pom.xml | 1 + flinkx-db2/flinkx-db2-writer/pom.xml | 1 + flinkx-dm/flinkx-dm-reader/pom.xml | 1 + flinkx-dm/flinkx-dm-writer/pom.xml | 1 + flinkx-emqx/flinkx-emqx-reader/pom.xml | 1 + .../flinkx/emqx/format/EmqxInputFormat.java | 4 +- flinkx-emqx/flinkx-emqx-writer/pom.xml | 1 + .../flinkx/emqx/writer/EmqxWriter.java | 3 + flinkx-es/flinkx-es-reader/pom.xml | 1 + .../flinkx/es/reader/EsInputFormat.java | 2 - flinkx-es/flinkx-es-writer/pom.xml | 1 + .../com/dtstack/flinkx/ftp/EProtocol.java | 12 +- .../com/dtstack/flinkx/ftp/FtpConfig.java | 5 +- .../com/dtstack/flinkx/ftp/FtpHandler.java | 58 +- .../com/dtstack/flinkx/ftp/IFtpHandler.java | 6 + .../com/dtstack/flinkx/ftp/SftpHandler.java | 9 + flinkx-ftp/flinkx-ftp-reader/pom.xml | 1 + .../flinkx/ftp/reader/FtpInputFormat.java | 5 +- .../ftp/reader/FtpSeqBufferedReader.java | 10 +- flinkx-ftp/flinkx-ftp-writer/pom.xml | 1 + .../flinkx/ftp/writer/FtpOutputFormat.java | 94 +- flinkx-gbase/flinkx-gbase-reader/pom.xml | 1 + .../flinkx/gbase/format/GbaseInputFormat.java | 5 - flinkx-gbase/flinkx-gbase-writer/pom.xml | 1 + .../flinkx-greenplum-reader/pom.xml | 1 + .../flinkx/hbase/HbaseConfigConstants.java | 6 - flinkx-hbase/flinkx-hbase-reader/pom.xml | 10 +- .../flinkx/hbase/reader/HbaseInputFormat.java | 5 +- .../hbase/reader/HbaseInputFormatBuilder.java | 7 - .../flinkx/hbase/reader/HbaseReader.java | 3 - flinkx-hbase/flinkx-hbase-writer/pom.xml | 10 +- .../com/dtstack/flinkx/hdfs/HdfsUtil.java | 2 +- flinkx-hdfs/flinkx-hdfs-reader/pom.xml | 1 + .../flinkx/hdfs/reader/HdfsReader.java | 12 +- flinkx-hdfs/flinkx-hdfs-writer/pom.xml | 1 + .../hdfs/writer/BaseHdfsOutputFormat.java | 6 + .../hdfs/writer/HdfsOrcOutputFormat.java | 26 + .../hdfs/writer/HdfsParquetOutputFormat.java | 24 +- .../hdfs/writer/HdfsTextOutputFormat.java | 7 + .../dtstack/flinkx/hive/util/AddressUtil.java | 3 +- flinkx-hive/flinkx-hive-writer/pom.xml | 13 + .../flinkx/hive/writer/HiveOutputFormat.java | 10 +- flinkx-kafka/flinkx-kafka-reader/pom.xml | 1 + .../flinkx/kafka/client/KafkaClient.java | 221 +++ .../{reader => client}/KafkaConsumer.java | 28 +- .../flinkx/kafka/format/KafkaInputFormat.java | 111 ++ .../flinkx/kafka/reader/KafkaClient.java | 104 -- .../flinkx/kafka/reader/KafkaReader.java | 11 +- flinkx-kafka/flinkx-kafka-writer/pom.xml | 1 + .../{writer => format}/KafkaOutputFormat.java | 20 +- .../flinkx/kafka/writer/KafkaWriter.java | 6 + flinkx-kafka/pom.xml | 10 + flinkx-kafka09/flinkx-kafka09-reader/pom.xml | 1 + .../{reader => client}/Kafka09Client.java | 27 +- .../{reader => client}/Kafka09Consumer.java | 9 +- .../Kafka09InputFormat.java | 21 +- .../flinkx/kafka09/reader/Kafka09Reader.java | 21 +- flinkx-kafka09/flinkx-kafka09-writer/pom.xml | 1 + .../Kafka09OutputFormat.java | 30 +- .../flinkx/kafka09/writer/Kafka09Writer.java | 5 + flinkx-kafka09/pom.xml | 10 + flinkx-kafka10/flinkx-kafka10-reader/pom.xml | 1 + .../{reader => client}/Kafka10Client.java | 17 +- .../{reader => client}/Kafka10Consumer.java | 15 +- .../Kafka10InputFormat.java | 14 +- .../flinkx/kafka10/reader/Kafka10Reader.java | 11 +- flinkx-kafka10/flinkx-kafka10-writer/pom.xml | 1 + .../Kafka10OutputFormat.java | 20 +- .../flinkx/kafka10/writer/Kafka10Writer.java | 7 +- flinkx-kafka10/pom.xml | 10 + flinkx-kafka11/flinkx-kafka11-reader/pom.xml | 1 + .../{reader => client}/Kafka11Client.java | 17 +- .../{reader => client}/Kafka11Consumer.java | 15 +- .../Kafka11InputFormat.java | 14 +- .../flinkx/kafka11/reader/Kafka11Reader.java | 11 +- flinkx-kafka11/flinkx-kafka11-writer/pom.xml | 1 + .../Kafka11OutputFormat.java | 20 +- .../flinkx/kafka11/writer/Kafka11Writer.java | 7 +- flinkx-kafka11/pom.xml | 10 + .../flinkx/kafkabase/KafkaConfigKeys.java | 8 + .../flinkx/kafkabase/KafkaInputSplit.java | 40 +- .../flinkx/kafkabase/entity/kafkaState.java | 106 ++ .../flinkx/kafkabase/enums/KafkaVersion.java | 33 +- .../flinkx/kafkabase/enums/StartupMode.java | 80 ++ .../kafkabase/{ => util}/Formatter.java | 2 +- .../flinkx/kafkabase/util/KafkaUtil.java | 103 ++ .../kafkabase/{reader => client}/IClient.java | 11 +- .../{reader => client}/KafkaBaseConsumer.java | 32 +- .../KafkaBaseInputFormat.java | 143 +- .../format/KafkaBaseInputFormatBuilder.java | 126 ++ .../kafkabase/reader/KafkaBaseReader.java | 61 +- .../KafkaBaseOutputFormat.java | 38 +- .../flinkx/kafkabase/writer/AddressUtil.java | 62 - .../writer/HeartBeatController.java | 12 +- .../kafkabase/writer/KafkaBaseWriter.java | 5 +- flinkx-kb/pom.xml | 10 + flinkx-kingbase/flinkx-kingbase-core/pom.xml | 24 + .../kingbase/constants/KingbaseCons.java | 47 + .../kingbase/util/KingBaseDatabaseMeta.java | 140 ++ .../kingbase/util/KingBaseTypeConverter.java | 54 + .../flinkx-kingbase-reader/pom.xml | 107 ++ .../kingbase/format/KingbaseInputFormat.java | 89 ++ .../kingbase/reader/KingbaseReader.java | 49 + .../flinkx-kingbase-writer/pom.xml | 106 ++ .../kingbase/format/KingbaseOutputFormat.java | 246 ++++ .../kingbase/writer/KingbaseWriter.java | 87 ++ flinkx-kingbase/pom.xml | 35 + .../dtstack/flinkx/kudu/core/KuduUtil.java | 23 +- flinkx-kudu/flinkx-kudu-reader/pom.xml | 1 + .../flinkx/kudu/reader/KuduInputFormat.java | 15 +- .../kudu/reader/KuduInputFormatBuilder.java | 5 + .../flinkx/kudu/reader/KuduReader.java | 6 + flinkx-kudu/flinkx-kudu-writer/pom.xml | 1 + .../flinkx/kudu/writer/KuduOutputFormat.java | 13 +- .../kudu/writer/KuduOutputFormatBuilder.java | 4 + .../flinkx/kudu/writer/KuduWriter.java | 9 + flinkx-launcher/pom.xml | 24 +- .../flinkx/launcher/ClusterClientFactory.java | 5 + .../dtstack/flinkx/launcher/KerberosInfo.java | 149 ++ .../com/dtstack/flinkx/launcher/Launcher.java | 14 +- .../launcher/perJob/FlinkPerJobUtil.java | 2 +- .../perJob/PerJobClusterClientBuilder.java | 31 +- .../src/main/resources/log4j.properties | 13 + .../dtstack/mongodb/oplog/util/SqlUtil.java | 0 flinkx-mongodb/flinkx-mongodb-reader/pom.xml | 1 + .../mongodb/reader/MongodbInputFormat.java | 25 +- flinkx-mongodb/flinkx-mongodb-writer/pom.xml | 1 + .../flinkx-mongodboplog-reader/pom.xml | 88 ++ .../format}/MongodbEventHandler.java | 2 +- .../format}/MongodbOperation.java | 2 +- .../format/MongodboplogInputFormat.java} | 4 +- .../MongodboplogInputFormatBuilder.java} | 10 +- .../reader/MongodboplogReader.java} | 18 +- flinkx-mongodb/pom.xml | 2 +- flinkx-mysql/flinkx-mysql-dreader/pom.xml | 1 + flinkx-mysql/flinkx-mysql-reader/pom.xml | 1 + .../flinkx/mysql/format/MysqlInputFormat.java | 3 - flinkx-mysql/flinkx-mysql-writer/pom.xml | 1 + flinkx-odps/flinkx-odps-reader/pom.xml | 1 + flinkx-odps/flinkx-odps-writer/pom.xml | 1 + flinkx-oracle/flinkx-oracle-reader/pom.xml | 1 + .../flinkx/oracle/reader/OracleReader.java | 6 + flinkx-oracle/flinkx-oracle-writer/pom.xml | 1 + .../flinkx/oracle/writer/OracleWriter.java | 11 +- flinkx-pgwal/flinkx-pgwal-core/pom.xml | 22 + .../com/dtstack/flinkx/pgwal/PgDecoder.java | 274 ++++ .../flinkx/pgwal/PgMessageTypeEnum.java | 51 + .../flinkx/pgwal/PgRelicationSlot.java | 161 +++ .../dtstack/flinkx/pgwal/PgWalConfigKeys.java | 51 + .../com/dtstack/flinkx/pgwal/PgWalUtil.java | 254 ++++ .../java/com/dtstack/flinkx/pgwal/Table.java | 124 ++ .../flinkx-pgwal-reader}/pom.xml | 36 +- .../flinkx/pgwal/format/PgWalInputFormat.java | 202 +++ .../pgwal/format/PgWalInputFormatBuilder.java | 113 ++ .../flinkx/pgwal/listener/PgWalListener.java | 148 ++ .../flinkx/pgwal/reader/PgwalReader.java | 88 ++ flinkx-pgwal/pom.xml | 28 + flinkx-phoenix/flinkx-phoenix-reader/pom.xml | 1 + .../phoenix/format/PhoenixInputFormat.java | 2 +- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 3 +- flinkx-phoenix5/flinkx-phoenix5-core/pom.xml | 82 ++ .../flinkx/phoenix5/Phoenix5ConfigKeys.java | 22 +- .../flinkx/phoenix5/Phoenix5DatabaseMeta.java | 146 ++ .../flinkx/phoenix5/Phoenix5InputSplit.java | 50 + .../flinkx/phoenix5/util/IPhoenix5Helper.java | 215 +++ .../flinkx/phoenix5/util/PhoenixUtil.java | 99 ++ .../flinkx-phoenix5-reader/pom.xml | 102 ++ .../phoenix5/format/Phoenix5InputFormat.java | 288 ++++ .../reader/Phoenix5InputFormatBuilder.java | 98 ++ .../phoenix5/reader/Phoenix5Reader.java | 64 + .../flinkx-phoenix5-writer/pom.xml | 103 ++ .../phoenix5/format/Phoenix5OutputFormat.java | 124 ++ .../phoenix5/writer/Phoenix5Writer.java | 48 + flinkx-phoenix5/pom.xml | 36 + flinkx-polardb/flinkx-polardb-dreader/pom.xml | 1 + flinkx-polardb/flinkx-polardb-reader/pom.xml | 1 + flinkx-polardb/flinkx-polardb-writer/pom.xml | 1 + .../postgresql/PostgresqlTypeConverter.java | 14 +- .../flinkx-postgresql-reader/pom.xml | 1 + .../reader/PostgresqlQuerySqlBuilder.java | 3 +- .../flinkx-postgresql-writer/pom.xml | 1 + .../format/PostgresqlOutputFormat.java | 111 +- flinkx-pulsar/flinkx-pulsar-writer/pom.xml | 4 +- .../pulsar/{writer => format}/Constants.java | 2 +- .../PulsarOutputFormat.java | 12 +- .../PulsarOutputFormatBuilder.java | 2 +- .../flinkx/pulsar/writer/PulsarWriter.java | 3 +- .../pulsar/writer/decoder/JsonDecoder.java | 54 - flinkx-rdb/flinkx-rdb-core/pom.xml | 1 + .../com/dtstack/flinkx/rdb/util/DbUtil.java | 60 +- flinkx-rdb/flinkx-rdb-reader/pom.xml | 1 + .../JdbcConfigKeys.java | 2 + .../JdbcDataReader.java | 5 + .../QuerySqlBuilder.java | 21 +- .../JdbcInputFormat.java | 122 +- .../JdbcInputFormatBuilder.java | 5 + flinkx-rdb/flinkx-rdb-writer/pom.xml | 1 + .../JdbcConfigKeys.java | 1 + .../JdbcDataWriter.java | 4 + .../rdb/outputformat/JdbcOutputFormat.java | 98 +- .../outputformat/JdbcOutputFormatBuilder.java | 16 + flinkx-redis/flinkx-redis-writer/pom.xml | 1 + .../redis/writer/RedisOutputFormat.java | 4 +- flinkx-restapi/flinkx-restapi-core/pom.xml | 6 + .../flinkx/restapi/common/ConstantParam.java | 112 ++ .../restapi/common/ConstantVarible.java | 22 + .../restapi/common/CurrentTimeVarible.java | 43 + .../flinkx/restapi/common/DymaticParam.java | 260 ++++ .../flinkx/restapi/common/HttpUtil.java | 2 +- .../restapi/common/InnerVaribleFactory.java | 53 + .../restapi/common/IntervalTimeVarible.java | 43 + .../flinkx/restapi/common/MapUtils.java | 37 + .../restapi/common/ParamDefinition.java | 56 + .../common/ParamDefinitionNextAble.java | 31 + .../flinkx/restapi/common/ParamFactory.java | 105 ++ .../flinkx/restapi/common/ParamType.java | 32 + .../flinkx/restapi/common/Paramitem.java | 31 + .../restapi/common/ReplaceParamItem.java | 48 + .../flinkx/restapi/common/RestContext.java | 188 +++ .../flinkx/restapi/common/UuidVarible.java | 21 + .../common/exception/ReadRecordException.java | 10 + .../exception/ResponseBreakException.java | 22 + .../exception/ResponseRetryException.java | 22 + .../common/handler/BreakDataHandler.java | 26 + .../restapi/common/handler/DataHandler.java | 23 + .../common/handler/DataHandlerFactory.java | 29 + .../common/handler/RetryDataHandler.java | 24 + .../flinkx/restapi/common/httprequestApi.java | 76 + flinkx-restapi/flinkx-restapi-reader/pom.xml | 1 + .../restapi/inputformat/HttpClient.java | 194 +++ .../inputformat/RestapiInputFormat.java | 83 +- .../RestapiInputFormatBuilder.java | 32 +- .../flinkx/restapi/reader/HttpRestConfig.java | 113 ++ .../flinkx/restapi/reader/RestapiReader.java | 49 +- flinkx-restapi/flinkx-restapi-writer/pom.xml | 1 + .../outputformat/RestapiOutputFormat.java | 16 +- .../flinkx/restapi/writer/RestapiWriter.java | 3 + flinkx-saphana/flinkx-saphana-reader/pom.xml | 1 + flinkx-saphana/flinkx-saphana-writer/pom.xml | 1 + .../flinkx-sqlserver-reader/pom.xml | 1 + .../reader/SqlserverQuerySqlBuilder.java | 3 +- .../flinkx-sqlserver-writer/pom.xml | 1 + flinkx-stream/flinkx-stream-reader/pom.xml | 1 + flinkx-stream/flinkx-stream-writer/pom.xml | 1 + .../stream/writer/StreamOutputFormat.java | 43 +- .../flinkx/teradata/Phoenix5ConfigKeys.java | 0 .../flinkx/teradata/Phoenix5DatabaseMeta.java | 0 .../flinkx/teradata/Phoenix5InputSplit.java | 0 .../flinkx/teradata/util/IPhoenix5Helper.java | 0 .../reader/Phoenix5InputFormatBuilder.java | 0 flinkx-test/pom.xml | 34 +- .../com/dtstack/flinkx/test/LocalTest.java | 86 +- .../flinkx/test/PluginNameConstants.java | 10 +- .../AbstractPrometheusReporter.java | 315 ---- .../PrometheusPushGatewayReporter.java | 94 -- flinkx-test/src/main/resources/logback.xml | 2 +- jars/vertica-jdbc-9.1.1-0.jar | Bin 0 -> 769344 bytes pom.xml | 9 +- 334 files changed, 9988 insertions(+), 3538 deletions(-) create mode 100644 docs/example/kafka09_stream.json create mode 100644 docs/example/kafka10_stream.json create mode 100644 docs/example/kafka11_stream.json create mode 100644 docs/example/kafka_hive.json create mode 100644 docs/example/kafka_mysql.json create mode 100644 docs/example/kafka_stream.json create mode 100644 docs/example/stream_stream.json create mode 100644 docs/questions.md create mode 100644 flinkx-binlog/flinkx-binlog-core/src/main/java/com/dtstack/flinkx/binlog/BinlogUtil.java rename flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/{reader => format}/BinlogInputFormat.java (63%) create mode 100644 flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormatBuilder.java rename flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/{reader => listener}/BinlogAlarmHandler.java (94%) rename flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/{reader => listener}/BinlogEventSink.java (88%) rename flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/{reader => listener}/BinlogPositionManager.java (95%) rename flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/{reader => listener}/HeartBeatController.java (96%) rename flinkx-core/src/main/java/com/dtstack/flinkx/decoder/{PlainDecoder.java => TextDecoder.java} (95%) rename flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java => flinkx-core/src/main/java/com/dtstack/flinkx/exception/DataSourceException.java (63%) create mode 100644 flinkx-core/src/main/java/com/dtstack/flinkx/util/ZkHelper.java delete mode 100644 flinkx-core/src/main/java/org/apache/flink/api/java/ExecutionEnvironment.java create mode 100644 flinkx-core/src/test/java/com/dtstack/flinkx/util/ZkHelperTest.java create mode 100644 flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java rename flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/{reader => client}/KafkaConsumer.java (58%) create mode 100644 flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/format/KafkaInputFormat.java delete mode 100644 flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java rename flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/{writer => format}/KafkaOutputFormat.java (77%) rename flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/{reader => client}/Kafka09Client.java (69%) rename flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/{reader => client}/Kafka09Consumer.java (82%) rename flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/{reader => format}/Kafka09InputFormat.java (76%) rename flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/{writer => format}/Kafka09OutputFormat.java (78%) rename flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/{reader => client}/Kafka10Client.java (82%) rename flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/{reader => client}/Kafka10Consumer.java (71%) rename flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/{reader => format}/Kafka10InputFormat.java (71%) rename flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/{writer => format}/Kafka10OutputFormat.java (77%) rename flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/{reader => client}/Kafka11Client.java (78%) rename flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/{reader => client}/Kafka11Consumer.java (71%) rename flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/{reader => format}/Kafka11InputFormat.java (71%) rename flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/{writer => format}/Kafka11OutputFormat.java (77%) rename flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/entity/QueueData.java => flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaInputSplit.java (56%) create mode 100644 flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java rename flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/PlainDecoder.java => flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/enums/KafkaVersion.java (71%) create mode 100644 flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/enums/StartupMode.java rename flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/{ => util}/Formatter.java (98%) create mode 100644 flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java rename flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/{reader => client}/IClient.java (74%) rename flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/{reader => client}/KafkaBaseConsumer.java (64%) rename flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/{reader => format}/KafkaBaseInputFormat.java (55%) create mode 100644 flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormatBuilder.java rename flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/{writer => format}/KafkaBaseOutputFormat.java (77%) delete mode 100644 flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/AddressUtil.java rename {flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09 => flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase}/writer/HeartBeatController.java (81%) create mode 100644 flinkx-kingbase/flinkx-kingbase-core/pom.xml create mode 100644 flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/constants/KingbaseCons.java create mode 100644 flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java create mode 100644 flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseTypeConverter.java create mode 100644 flinkx-kingbase/flinkx-kingbase-reader/pom.xml create mode 100644 flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseInputFormat.java create mode 100644 flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/reader/KingbaseReader.java create mode 100644 flinkx-kingbase/flinkx-kingbase-writer/pom.xml create mode 100644 flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java create mode 100644 flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java create mode 100644 flinkx-kingbase/pom.xml create mode 100644 flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/KerberosInfo.java create mode 100644 flinkx-launcher/src/main/resources/log4j.properties delete mode 100644 flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/util/SqlUtil.java create mode 100644 flinkx-mongodb/flinkx-mongodboplog-reader/pom.xml rename flinkx-mongodb/{flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader => flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format}/MongodbEventHandler.java (98%) rename flinkx-mongodb/{flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader => flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format}/MongodbOperation.java (96%) rename flinkx-mongodb/{flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java => flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodboplogInputFormat.java} (98%) rename flinkx-mongodb/{flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java => flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodboplogInputFormatBuilder.java} (81%) rename flinkx-mongodb/{flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java => flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/reader/MongodboplogReader.java} (78%) create mode 100644 flinkx-pgwal/flinkx-pgwal-core/pom.xml create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgDecoder.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgMessageTypeEnum.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgRelicationSlot.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalConfigKeys.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java create mode 100644 flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/Table.java rename {flinkx-mongodb/flinkx-mongodb-oplog-reader => flinkx-pgwal/flinkx-pgwal-reader}/pom.xml (61%) create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/listener/PgWalListener.java create mode 100644 flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java create mode 100644 flinkx-pgwal/pom.xml create mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/pom.xml rename flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/IDecode.java => flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5ConfigKeys.java (73%) create mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5DatabaseMeta.java create mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5InputSplit.java create mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/IPhoenix5Helper.java create mode 100644 flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java create mode 100644 flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml create mode 100644 flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java create mode 100644 flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/reader/Phoenix5InputFormatBuilder.java create mode 100644 flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/reader/Phoenix5Reader.java create mode 100644 flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml create mode 100644 flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5OutputFormat.java create mode 100644 flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/writer/Phoenix5Writer.java create mode 100644 flinkx-phoenix5/pom.xml rename flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/{writer => format}/Constants.java (96%) rename flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/{writer => format}/PulsarOutputFormat.java (91%) rename flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/{writer => format}/PulsarOutputFormatBuilder.java (97%) delete mode 100644 flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/JsonDecoder.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantParam.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantVarible.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/CurrentTimeVarible.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/DymaticParam.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/InnerVaribleFactory.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/IntervalTimeVarible.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MapUtils.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinition.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinitionNextAble.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamFactory.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamType.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/Paramitem.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ReplaceParamItem.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestContext.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/UuidVarible.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ReadRecordException.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseBreakException.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseRetryException.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/BreakDataHandler.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandler.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandlerFactory.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/RetryDataHandler.java create mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/httprequestApi.java create mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java create mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/HttpRestConfig.java rename flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogFile.java => flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5ConfigKeys.java (100%) rename flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogMinerConnection.java => flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5DatabaseMeta.java (100%) rename flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogMinerListener.java => flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5InputSplit.java (100%) rename flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogParser.java => flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/IPhoenix5Helper.java (100%) rename flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/PositionManager.java => flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/reader/Phoenix5InputFormatBuilder.java (100%) delete mode 100644 flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/AbstractPrometheusReporter.java delete mode 100644 flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/PrometheusPushGatewayReporter.java create mode 100644 jars/vertica-jdbc-9.1.1-0.jar diff --git a/.gitignore b/.gitignore index 1e7d443821..09167d98ec 100644 --- a/.gitignore +++ b/.gitignore @@ -10,4 +10,5 @@ nohup.out flinkconf/ hadoopconf/ /default_task_id_output -/syncplugins \ No newline at end of file +/syncplugins +/ci/ diff --git a/README.md b/README.md index c391b42f5c..0a57779807 100644 --- a/README.md +++ b/README.md @@ -66,12 +66,10 @@ The following databases are currently supported: | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | -| | RestApi | [doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | +| | RestApi || [doc](docs/realTime/writer/restapiwriter.md) | | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | -| | Oracle Logminer| Coming Soon | | -| | SqlServer CDC | Coming Soon | | # Quick Start @@ -89,6 +87,10 @@ Please click [Statistics Metric](docs/statistics.md) Please click [Kerberos](docs/kerberos.md) +# Questions + +Please click [Questions](docs/questions.md) + # How to contribute FlinkX Please click [Contribution](docs/contribution.md) diff --git a/README_CH.md b/README_CH.md index 8bb8c11dd0..cec944897d 100644 --- a/README_CH.md +++ b/README_CH.md @@ -7,7 +7,18 @@ FlinkX # 技术交流 -- 招聘**大数据平台开发工程师**，想了解岗位详细信息可以添加本人微信号ysqwhiletrue，注明招聘，如有意者发送简历至[sishu@dtstack.com](mailto:sishu@dtstack.com) +- 招聘**Flink研发工程师**，如果有兴趣可以联系思枢（微信号：ysqwhiletrue）
+Flink开发工程师JD要求：
+1.负责袋鼠云基于Flink的衍生框架数据同步flinkx和实时计算flinkstreamsql框架的开发；
+2.调研和把握当前最新大数据实时计算技术，将其中的合适技术引入到平台中，改善产品，提升竞争力；
+职位要求：
+1、本科及以上学历，3年及以上的Flink开发经验，精通Java，熟悉Scala、Python优先考虑；
+2、熟悉Flink原理，有基于Flink做过二次源码的开发，在github上贡献者Flink源码者优先；
+3、有机器学习、数据挖掘相关经验者优先；
+4、对新技术有快速学习和上手能力，对代码有一定的洁癖；
+加分项：
+1.在GitHub或其他平台上有过开源项目
+可以添加本人微信号ysqwhiletrue，注明招聘，如有意者发送简历至[sishu@dtstack.com](mailto:sishu@dtstack.com) - 我们使用[钉钉](https://www.dingtalk.com/)沟通交流，可以搜索群号[**30537511**]或者扫描下面的二维码进入钉钉群 @@ -66,12 +77,10 @@ FlinkX目前支持下面这些数据库： | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | -| | RestApi | [doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | +| | RestApi | | [doc](docs/realTime/writer/restapiwriter.md) | | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | -| | Oracle Logminer| Coming Soon | | -| | SqlServer CDC | Coming Soon | | # 快速开始 @@ -89,6 +98,10 @@ FlinkX目前支持下面这些数据库： 请点击[Kerberos](docs/kerberos.md) +# Questions + +请点击[Questions](docs/questions.md) + # 如何贡献FlinkX 请点击[如何贡献FlinkX](docs/contribution.md) diff --git a/bin/install_jars.bat b/bin/install_jars.bat index c3910d5ff5..7b00a7d7da 100644 --- a/bin/install_jars.bat +++ b/bin/install_jars.bat @@ -6,3 +6,6 @@ call mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversi call mvn install:install-file -DgroupId=dm.jdbc.driver -DartifactId=dm7 -Dversion=18.0.0 -Dpackaging=jar -Dfile=../jars/Dm7JdbcDriver18.jar +call mvn install:install-file -DgroupId=com.kingbase8 -DartifactId=kingbase8 -Dversion=8.2.0 -Dpackaging=jar -Dfile=../jars/kingbase8-8.2.0.jar + +call mvn install:install-file -DgroupId=fakepath -DartifactId=vertica-jdbc -Dversion=9.1.1-0 -Dpackaging=jar -Dfile=../jars/vertica-jdbc-9.1.1-0.jar diff --git a/bin/install_jars.sh b/bin/install_jars.sh index cac9471eed..fdeafa149d 100644 --- a/bin/install_jars.sh +++ b/bin/install_jars.sh @@ -10,4 +10,10 @@ mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversi mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=../jars/gbase-8.3.81.53.jar ## dm driver -mvn install:install-file -DgroupId=dm.jdbc.driver -DartifactId=dm7 -Dversion=18.0.0 -Dpackaging=jar -Dfile=../jars/Dm7JdbcDriver18.jar \ No newline at end of file +mvn install:install-file -DgroupId=dm.jdbc.driver -DartifactId=dm7 -Dversion=18.0.0 -Dpackaging=jar -Dfile=../jars/Dm7JdbcDriver18.jar + +## kingbase driver +mvn install:install-file -DgroupId=com.kingbase8 -DartifactId=kingbase8 -Dversion=8.2.0 -Dpackaging=jar -Dfile=../jars/kingbase8-8.2.0.jar + +## vertica driver +mvn install:install-file -DgroupId=fakepath -DartifactId=vertica-jdbc -Dversion=9.1.1-0 -Dpackaging=jar -Dfile=../jars/vertica-jdbc-9.1.1-0.jar \ No newline at end of file diff --git a/docs/example/kafka09_stream.json b/docs/example/kafka09_stream.json new file mode 100644 index 0000000000..cb69ecbee6 --- /dev/null +++ b/docs/example/kafka09_stream.json @@ -0,0 +1,36 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "topic": "kafka09", + "groupId": "default", + "codec": "text", + "encoding": "UTF-8", + "blankIgnore": false, + "consumerSettings": { + "zookeeper.connect": "localhost:2181/kafka09" + } + }, + "name": "kafka09reader" + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false, + "isStream": true + }, + "speed": { + "channel": 1 + } + } + } +} \ No newline at end of file diff --git a/docs/example/kafka10_stream.json b/docs/example/kafka10_stream.json new file mode 100644 index 0000000000..d25f6859bd --- /dev/null +++ b/docs/example/kafka10_stream.json @@ -0,0 +1,42 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "topic": "kafka10", + "groupId": "default", + "codec": "text", + "encoding": "UTF-8", + "blankIgnore": false, + "consumerSettings": { + "bootstrap.servers": "localhost:9092" + } + }, + "name": "kafka10reader" + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + }, + "setting": { + "restore": { + "isRestore": false, + "isStream": true + }, + "speed": { + "channel": 1 + } + } +} \ No newline at end of file diff --git a/docs/example/kafka11_stream.json b/docs/example/kafka11_stream.json new file mode 100644 index 0000000000..398b2c4e77 --- /dev/null +++ b/docs/example/kafka11_stream.json @@ -0,0 +1,36 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "topic": "kafka11", + "groupId": "default", + "codec": "text", + "encoding": "UTF-8", + "blankIgnore": false, + "consumerSettings": { + "bootstrap.servers": "localhost:9092" + } + }, + "name": "kafka11reader" + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false, + "isStream": true + }, + "speed": { + "channel": 1 + } + } + } +} \ No newline at end of file diff --git a/docs/example/kafka_hive.json b/docs/example/kafka_hive.json new file mode 100644 index 0000000000..4e724b1fcf --- /dev/null +++ b/docs/example/kafka_hive.json @@ -0,0 +1,52 @@ +{ + "job": { + "content": [ + { + "reader" : { + "parameter" : { + "topic" : "test", + "mode": "timestamp", + "timestamp": 1609812275000, + "codec": "text", + "consumerSettings" : { + "bootstrap.servers" : "ip1:9092,ip2:9092,ip3:9092" + } + }, + "name" : "kafkareader" + }, + "writer": { + "parameter" : { + "jdbcUrl" : "jdbc:hive2://ip:10000/test", + "fileType" : "parquet", + "writeMode" : "overwrite", + "compress" : "", + "charsetName" : "UTF-8", + "maxFileSize" : 1073741824, + "tablesColumn" : "{\"message\":[{\"part\":false,\"comment\":\"\",\"type\":\"string\",\"key\":\"message\"}]}", + "partition" : "pt", + "partitionType" : "DAY", + "defaultFS" : "hdfs://ns", + "hadoopConfig": { + "dfs.ha.namenodes.ns": "nn1,nn2", + "dfs.namenode.rpc-address.ns.nn2": "ip1:9000", + "dfs.client.failover.proxy.provider.ns": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns.nn1": "ip2:9000", + "dfs.nameservices": "ns" + } + }, + "name" : "hivewriter" + } + } + ], + "setting": { + "restore": { + "isRestore": true, + "isStream": true + }, + "speed": { + "readerChannel": 3, + "writerChannel": 1 + } + } + } +} \ No newline at end of file diff --git a/docs/example/kafka_mysql.json b/docs/example/kafka_mysql.json new file mode 100644 index 0000000000..2fa5a950af --- /dev/null +++ b/docs/example/kafka_mysql.json @@ -0,0 +1,65 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "topic": "tudou", + "mode": "timestamp", + "timestamp": 1609812275000, + "offset": "partition:0,offset:0;partition:1,offset:1;partition:2,offset:2", + "codec": "text", + "blankIgnore": false, + "consumerSettings": { + "bootstrap.servers": "ip1:9092,ip2:9092,ip3:9092" + }, + "column": ["id","user_id","name"] + }, + "name": "kafkareader" + }, + "writer": { + "name": "mysqlwriter", + "parameter": { + "username": "root", + "password": "abc123", + "connection": [ + { + "jdbcUrl": "jdbc:mysql://localhost:3306/test", + "table": [ + "test" + ] + } + ], + "preSql": ["truncate table test;"], + "postSql": [], + "writeMode": "insert", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + } + ] + } + } + } + ], + "setting": { + "restore": { + "isRestore": true, + "isStream": true + }, + "speed": { + "readerChannel": 3, + "writerChannel": 1 + } + } + } +} \ No newline at end of file diff --git a/docs/example/kafka_stream.json b/docs/example/kafka_stream.json new file mode 100644 index 0000000000..a3d8f45a72 --- /dev/null +++ b/docs/example/kafka_stream.json @@ -0,0 +1,34 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "topic": "test", + "mode": "timestamp", + "timestamp": 1609812275000, + "offset": "partition:0,offset:0;partition:1,offset:1;partition:2,offset:2", + "codec": "text", + "blankIgnore": false, + "consumerSettings": { + "bootstrap.servers": "ip1:9092,ip2:9092,ip3:9092" + } + }, + "name": "kafkareader" + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "speed": { + "readerChannel": 3, + "writerChannel": 1 + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_stream.json b/docs/example/stream_stream.json new file mode 100644 index 0000000000..6785e2f0ed --- /dev/null +++ b/docs/example/stream_stream.json @@ -0,0 +1,30 @@ +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "column" : [ { + "name": "id", + "type" : "id" + }, { + "name": "string", + "type" : "string" + } ], + "sliceRecordCount" : [ "10"] + }, + "name" : "streamreader" + }, + "writer" : { + "parameter" : { + "print" : true + }, + "name" : "streamwriter" + } + } ], + "setting" : { + "speed" : { + "channel" : 1 + } + } + } +} \ No newline at end of file diff --git a/docs/generalconfig.md b/docs/generalconfig.md index d289482516..f0d1ed44d2 100644 --- a/docs/generalconfig.md +++ b/docs/generalconfig.md @@ -8,22 +8,18 @@ "job" : { "content" :[{ "reader" : { - ...... }, "writer" : { - ...... } }], "setting" : { "restore" : { - ...... }, "speed" : { }, "dirty" : { }, "log" : { - ...... } } } @@ -68,12 +64,13 @@ reader用于配置数据的输入源，即数据从何而来。具体配置如 writer用于配置数据的输出源，即数据写往何处。具体配置如下所示： ```json +{ "writer" : { "name" : "xxwriter", "parameter" : { - ...... } } +} ``` | 名称 | 说明 | 是否必填 | | --- | --- | --- | @@ -89,6 +86,7 @@ writer用于配置数据的输出源，即数据写往何处。具体配置如 restore用于配置同步任务类型（离线同步、实时采集）和断点续传功能。具体配置如下所示： ```json +{ "restore" : { "isStream" : false, "isRestore" : false, @@ -96,6 +94,7 @@ restore用于配置同步任务类型（离线同步、实时采集）和断点 "restoreColumnIndex" : 0, "maxRowNumForCheckpoint" : 10000 } +} ``` | 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | | --- | --- | --- | --- | --- | @@ -111,10 +110,12 @@ restore用于配置同步任务类型（离线同步、实时采集）和断点 speed用于配置任务并发数及速率限制。具体配置如下所示： ```json +{ "speed" : { "channel": 1, "bytes": 0 } +} ``` | 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | | --- | --- | --- | --- | --- | @@ -127,10 +128,12 @@ speed用于配置任务并发数及速率限制。具体配置如下所示： errorLimit用于配置任务运行时数据读取写入的出错控制。具体配置如下所示： ```json +{ "errorLimit" : { "record": 100, "percentage": 10.0 } +} ``` | 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | | --- | --- | --- | --- | --- | @@ -143,12 +146,13 @@ errorLimit用于配置任务运行时数据读取写入的出错控制。具体 dirty用于配置脏数据的保存，通常与上文出错控制联合使用。具体配置如下所示： ```json +{ "dirty" : { "path" : "xxx", "hadoopConfig" : { - ...... } } +} ``` | 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | | --- | --- | --- | --- | --- | @@ -159,6 +163,7 @@ dirty用于配置脏数据的保存，通常与上文出错控制联合使用。 参考模板如下： ```json +{ "dirty" : { "path" : "/user/hive/warehouse/xx.db/xx", "hadoopConfig" : { @@ -169,7 +174,8 @@ dirty用于配置脏数据的保存，通常与上文出错控制联合使用。 "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", "dfs.nameservices" : "ns1" } - } + } +} ``` @@ -177,13 +183,14 @@ dirty用于配置脏数据的保存，通常与上文出错控制联合使用。 log用于配置Flinkx中定义的插件日志的保存与记录。具体配置如下所示： ```json +{ "log" : { "isLogger": false, "level" : "info", "path" : "/tmp/dtstack/flinkx/", "pattern":"" } - +} ``` | 名称 | 说明 | 是否必填 | 默认值 | 参数类型 | | --- | --- | --- | --- | --- | diff --git a/docs/offline/reader/mongodbreader.md b/docs/offline/reader/mongodbreader.md index 89c15c32b1..af8cb1a7ad 100644 --- a/docs/offline/reader/mongodbreader.md +++ b/docs/offline/reader/mongodbreader.md @@ -68,7 +68,6 @@ - 格式：支持3中格式
1.读取全部字段，如果字段数量很多，可以使用下面的写法： ```json -"column":["*"] {"column":["*"]} ``` 2.只指定字段名称： diff --git a/docs/offline/reader/postgresqlreader.md b/docs/offline/reader/postgresqlreader.md index 39c5bfc3aa..302eb54d36 100644 --- a/docs/offline/reader/postgresqlreader.md +++ b/docs/offline/reader/postgresqlreader.md @@ -331,7 +331,6 @@ "customSql": "", "increColumn": "id", "startLocation": "20", - "queryTimeOut": 1000, "requestAccumulatorInterval": 2 }, "name" : "postgresqlreader" @@ -391,7 +390,6 @@ "customSql": "", "increColumn": "id", "startLocation": "20", - "queryTimeOut": 1000, "requestAccumulatorInterval": 2 }, "name" : "postgresqlreader" diff --git a/docs/offline/reader/sqlserverreader.md b/docs/offline/reader/sqlserverreader.md index c17decd8d0..e5cebc2803 100644 --- a/docs/offline/reader/sqlserverreader.md +++ b/docs/offline/reader/sqlserverreader.md @@ -396,6 +396,7 @@ "path" : "", "pattern":"" } + } } } ``` diff --git a/docs/offline/writer/postgresqlwriter.md b/docs/offline/writer/postgresqlwriter.md index cc567de731..4df7a7c9c5 100644 --- a/docs/offline/writer/postgresqlwriter.md +++ b/docs/offline/writer/postgresqlwriter.md @@ -105,7 +105,7 @@ }, { "name":"name", - "type:"string" + "type":"string" } ] }, @@ -174,7 +174,7 @@ }, { "name":"name", - "type:"string" + "type":"string" } ] }, diff --git a/docs/offline/writer/sqlserverwriter.md b/docs/offline/writer/sqlserverwriter.md index 320042de7d..4c3317ab49 100644 --- a/docs/offline/writer/sqlserverwriter.md +++ b/docs/offline/writer/sqlserverwriter.md @@ -105,7 +105,7 @@ }, { "name":"name", - "type:"string" + "type":"string" } ] }, @@ -175,7 +175,7 @@ }, { "name":"name", - "type:"string" + "type":"string" } ] }, diff --git a/docs/questions.md b/docs/questions.md new file mode 100644 index 0000000000..64073f9c6c --- /dev/null +++ b/docs/questions.md @@ -0,0 +1,24 @@ +## 常见问题 + +### 1.编译找不到DB2、达梦、gbase、ojdbc8等驱动包 + +解决办法：在$FLINKX_HOME/jars目录下有这些驱动包，可以手动安装，也可以使用插件提供的脚本安装： + +```bash +## windows平台 +./install_jars.bat + +## unix平台 +./install_jars.sh +``` + +### 2.FlinkX版本需要与Flink版本保持一致 +1.8_release版本对应flink1.8 +1.10_release版本对应flink1.10 版本 +不对应在standalone和yarn session模式提交时，会报错： +Caused by: java.io.InvalidClassException: org.apache.flink.api.common.operators.ResourceSpec; incompatible types for field cpuCores + +### 3.移动FlinkX lib目录下的Launcher包后，任务启动报错：错误: 找不到或无法加载主类 +FlinkX启动脚本里面找的是lib目录下的所有jar包，而移动后lib中含有其他的jar包，这些jar包没有主类，因此报错 +可以使用如下的命令运行： +java -cp /opt/flink/flink/deps/lib/flinkx-launcher-1.6.jar com.dtstack.flinkx.launcher.Launcher -mode local -job /opt/flink/flink/deps/job/stream.json -pluginRoot /opt/flink/flink/deps/syncplugins \ No newline at end of file diff --git a/docs/quickstart.md b/docs/quickstart.md index 4625c44d82..bc054b5444 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -10,9 +10,9 @@ cd flinkx 2.直接下载源码 ``` -wget https://github.com/DTStack/flinkx/archive/1.8.5.zip -unzip flinkx-1.8.5.zip -cd flink-1.8.5 +wget https://github.com/DTStack/flinkx/archive/1.10_release.zip +unzip 1.10_release.zip +cd 1.10_release ``` ## 编译插件 @@ -21,6 +21,20 @@ cd flink-1.8.5 mvn clean package -DskipTests ``` +## 常见问题 + +### 1.编译找不到DB2、达梦、gbase、ojdbc8等驱动包 + +解决办法：在$FLINKX_HOME/jars目录下有这些驱动包，可以手动安装，也可以使用插件提供的脚本安装： + +```bash +## windows平台 +./install_jars.bat + +## unix平台 +./install_jars.sh +``` + ## 运行任务 首先准备要运行的任务json，这里以stream插件为例： @@ -59,9 +73,7 @@ mvn clean package -DskipTests "errorLimit" : { }, "speed" : { - "bytes" : 0, - "channel" : 1, - "rebalance" : true + "channel" : 1 } } } @@ -73,10 +85,11 @@ mvn clean package -DskipTests 命令模板： ```bash -bin/flinkx -mode local \ - -job $FLINK_HOME/examples/stream_example.json \ - -pluginRoot $FLINK_HOME/plugins \ - -confProp "{\"flink.checkpoint.interval\":60000}" +bin/flinkx \ + -mode local \ + -job $FLINKX_HOME/docs/example/stream_stream.json \ + -pluginRoot $FLINKX_HOME/syncplugins \ + -confProp "{\"flink.checkpoint.interval\":60000}" ``` 可以在flink的配置文件里配置端口： @@ -89,8 +102,10 @@ rest.bind-port: 8888 使用下面的命令运行任务： ```bash -./bin/flinkx -job ./job/stream.json - -flinkconf $FLINK_HOME/conf +bin/flinkx \ + -mode local \ + -job $FLINKX_HOME/docs/example/stream_stream.json \ + -pluginRoot $FLINK_HOME/syncplugins \ ``` 任务运行后可以通过8888端口访问flink界面查看任务运行情况： @@ -104,11 +119,12 @@ rest.bind-port: 8888 命令模板： ```bash -bin/flinkx -mode standalone \ - -job $FLINK_HOME/examples/stream_example.json \ - -pluginRoot $FLINK_HOME/plugins \ - -flinkconf $FLINK_HOME/conf \ - -confProp "{\"flink.checkpoint.interval\":60000}" +bin/flinkx \ + -mode standalone \ + -job $FLINKX_HOME/docs/example/stream_stream.json \ + -pluginRoot $FLINKX_HOME/syncplugins \ + -flinkconf $FLINK_HOME/conf \ + -confProp "{\"flink.checkpoint.interval\":60000}" ``` 首先启动flink集群： @@ -127,9 +143,10 @@ $FLINK_HOME/bin/start-cluster.sh 把任务提交到集群上运行： ```bash -./bin/flinkx -mode standalone \ - -job ./job/stream.json \ - -flinkconf $FLINK_HOME/conf +./bin/flinkx \ + -mode standalone \ + -job $FLINKX_HOME/docs/example/stream_stream.json \ + -flinkconf $FLINK_HOME/conf ``` 在集群上查看任务运行情况 @@ -143,12 +160,13 @@ $FLINK_HOME/bin/start-cluster.sh 命令示例： ```bash -bin/flinkx -mode yarn \ - -job $FLINK_HOME/examples/stream_example.json \ - -pluginRoot $FLINK_HOME/plugins \ - -flinkconf $FLINK_HOME/conf \ - -yarnconf $HADOOP_HOME/etc/hadoop \ - -confProp "{\"flink.checkpoint.interval\":60000}" +bin/flinkx \ + -mode yarn \ + -job $FLINKX_HOME/docs/example/stream_stream.json \ + -pluginRoot $FLINKX_HOME/syncplugins \ + -flinkconf $FLINK_HOME/conf \ + -yarnconf $HADOOP_HOME/etc/hadoop \ + -confProp "{\"flink.checkpoint.interval\":60000}" ``` 首先确保yarn集群是可用的，然后手动启动一个yarn session： @@ -162,16 +180,17 @@ $FLINK_HOME/bin/yarn-session.sh -n 1 -s 2 -jm 1024 -tm 1024

- +
把任务提交到这个yarn session上： ```bash -./bin/flinkx -mode yarn \ - -job ./job/stream.json \ - -flinkconf $FLINK_HOME/conf \ - -yarnconf $HADOOP_HOME/etc/hadoop +bin/flinkx \ + -mode yarn \ + -job $FLINKX_HOME/docs/example/stream_stream.json \ + -flinkconf $FLINK_HOME/conf \ + -yarnconf $HADOOP_HOME/etc/hadoop ``` 然后在flink界面查看任务运行情况： @@ -185,26 +204,28 @@ $FLINK_HOME/bin/yarn-session.sh -n 1 -s 2 -jm 1024 -tm 1024 命令示例： ```bash -bin/flinkx -mode yarnPer \ - -job ${FLINK_HOME}/examples/stream_example.json \ - -pluginRoot $FLINK_HOME/plugins \ - -flinkconf $FLINK_HOME/conf \ - -yarnconf $HADOOP_HOME/etc/hadoop \ - -flinkLibJar $FLINK_HOME/lib \ - -confProp "{\"flink.checkpoint.interval\":60000}" \ - -queue default \ - -pluginLoadMode classpath +bin/flinkx \ + -mode yarnPer \ + -job $FLINKX_HOME/docs/example/stream_stream.json \ + -pluginRoot $FLINKX_HOME/syncplugins \ + -flinkconf $FLINK_HOME/conf \ + -yarnconf $HADOOP_HOME/etc/hadoop \ + -flinkLibJar $FLINK_HOME/lib \ + -confProp "{\"flink.checkpoint.interval\":60000}" \ + -queue default \ + -pluginLoadMode classpath ``` 首先确保yarn集群是可用的，启动一个Yarn Application运行任务: ```bash -bin/flinkx -mode yarnPer \ - -job ./job/stream.json \ - -flinkconf $FLINK_HOME/conf \ - -yarnconf $HADOOP_HOME/etc/hadoop \ - -flinkLibJar $FLINK_HOME/lib \ - -pluginLoadMode classpath +bin/flinkx \ + -mode yarnPer \ + -job $FLINKX_HOME/docs/example/stream_stream.json \ + -pluginRoot $FLINKX_HOME/syncplugins \ + -yarnconf $HADOOP_HOME/etc/hadoop \ + -flinkLibJar $FLINK_HOME/lib \ + -pluginLoadMode classpath ``` 然后在集群上查看任务运行情况 @@ -221,29 +242,20 @@ bin/flinkx -mode yarnPer \ | 名称 | 说明 | 可选值 | 是否必填 | 默认值 | | ------------------ | ------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---- | ----------------------- | -| **mode** | 执行模式，也就是flink集群的工作模式 | 1.**local**: 本地模式
2.**standalone**: 独立部署模式的flink集群
3.**yarn**: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster"
4.**yarnPer**: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" | 否 | local | +| **mode** | 执行模式，也就是flink集群的工作模式 | 1.**local**: 本地模式
2.**standalone**: 独立部署模式的flink集群
3.**yarn**: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster"
4.**yarnPer**: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" | 否 | local | | **job** | 数据同步任务描述文件的存放路径；该描述文件中使用json字符串存放任务信息 | 无 | 是 | 无 | | **jobid** | 任务名称 | 无 | 否 | Flink Job | | **pluginRoot** | 插件根目录地址，也就是打包后产生的pluginRoot目录。 | 无 | 否 | $FLINKX_HOME/plugins | | **flinkconf** | flink配置文件所在的目录（单机模式下不需要） | $FLINK_HOME/conf | 否 | $FLINK_HOME/conf | -| **flinkLibJar** | flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.8.1/lib | $FLINK_HOME/lib | 否 | $FLINK_HOME/lib | +| **flinkLibJar** | flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.10.1/lib | $FLINK_HOME/lib | 否 | $FLINK_HOME/lib | | **yarnconf** | Hadoop配置文件（包括hdfs和yarn）所在的目录 | $HADOOP_HOME/etc/hadoop | 否 | $HADOOP_HOME/etc/hadoop | | **queue** | yarn队列，如default | 无 | 否 | default | | **pluginLoadMode** | yarn session模式插件加载方式 | 1.**classpath**：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快
2.**shipfile**：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 | 否 | shipfile | | **confProp** | checkpoint配置 | **flink.checkpoint.interval**：快照生产频率
**flink.checkpoint.stateBackend**：快照存储路径 | 否 | 无 | | **s** | checkpoint快照路径 | | 否 | 无 | | **p** | 自定义入参，用于替换脚本中的占位符，如脚本中存在占位符${pt1},${pt2}，则该参数可配置为pt1=20200101,pt2=20200102| | 否 | 无 | +| **appId** | yarn模式下，提交到指定的的flink session的application Id | | 否 | 无 | +| **krb5conf** | 提交到开启kerberos的Hadoop集群的krb5文件路径 | | 否 | 无 | +| **keytab** | 提交到开启kerberos的Hadoop集群的keytab文件路径 | | 否 | 无 | +| **principal** | kerberos认证的principal | | 否 | 无 | -## 常见问题 - -### 1.编译找不到DB2、达梦、gbase、ojdbc8等驱动包 - -解决办法：在$FLINKX_HOME/jars目录下有这些驱动包，可以手动安装，也可以使用插件提供的脚本安装： - -```bash -## windows平台 -./install_jars.bat - -## unix平台 -./install_jars.sh -``` diff --git a/docs/realTime/reader/kafkareader.md b/docs/realTime/reader/kafkareader.md index 531d681ee8..bd94bc72ad 100644 --- a/docs/realTime/reader/kafkareader.md +++ b/docs/realTime/reader/kafkareader.md @@ -1,6 +1,5 @@ # Kafka Reader - ## 一、插件名称 kafka插件存在四个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： @@ -9,101 +8,151 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 | kafka 0.9 | kafka09reader | | kafka 0.10 | kafka10reader | | kafka 0.11 | kafka11reader | -| kafka 1.0及以上 | kafkareader | +| kafka 1.0及以后 | kafkareader | + -
- -二、参数说明
+ +## 二、参数说明 - **topic** - - 描述：要消费的topic - - 必选：是 - - 默认值：无 + - 描述：要消费的topic，多个以,分割，当`mode`为`timestamp`、`specific-offsets`时不支持多topic + - 必选：是 + - 字段类型：String + - 默认值：无 +
+- **mode** + - 描述：kafka消费端启动模式，目前仅支持`kafkareader`插件 + - 可选值： + - group-offsets：     从ZK / Kafka brokers中指定的消费组已经提交的offset开始消费 + - earliest-offset：    从最早的偏移量开始(如果可能) + - latest-offset：     从最新的偏移量开始(如果可能) + - timestamp：         从每个分区的指定的时间戳开始 + - specific-offsets： 从每个分区的指定的特定偏移量开始 + - 必选：否 + - 字段类型：String + - 默认值：group-offsets -- **groupId** - - 描述：kafka消费组Id - - 注意：该参数对kafka09reader插件无效 - - 必选：是 - - 默认值：无 +
+- **timestamp** + - 描述：指定的kafka时间戳采集起点，目前仅支持`kafkareader`插件 + - 必选：当`mode`为`timestamp`时必选 + - 字段类型：Long + - 默认值：无 +
-- **encoding** - - 描述：字符编码 - - 注意：该参数只对kafka09reader插件有效 - - 必选：否 - - 默认值：UTF-8 +- **offset** + - 描述：消费的分区及对应的特定偏移量，目前仅支持`kafkareader`插件 + - 必选：当`mode`为`specific-offsets`时必选 + - 字段类型：String + - 格式：partition:0,offset:42;partition:1,offset:300;partition:2,offset:300 + - 默认值：无 + +
+- **groupId** + - 描述：kafka消费组Id + - 必选：否 + - 字段类型：String + - 默认值：default +
-- **codec** - - 描述：编码解码器类型，支持 json、plain - - plain：将kafka获取到的消息字符串存储到一个key为message的map中，如：`{"message":"{\"key\": \"key\", \"message\": \"value\"}"}` - - json：将kafka获取到的消息字符串按照json格式进行解析 - - 若该字符串为json格式 - - 当其中含有message字段时，原样输出，如：`{"key": "key", "message": "value"}` - - 当其中不包含message字段时，增加一个key为message，value为原始消息字符串的键值对，如：`{"key": "key", "value": "value", "message": "{\"key\": \"key\", \"value\": \"value\"}"}` - - 若改字符串不为json格式，则按照plain类型进行处理 - - 必选：否 - - 默认值：plain +- **encoding** + - 描述：字符编码 + - 必选：否 + - 字段类型：String + - 默认值：UTF-8 +
+- **codec** + - 描述：编码解码器类型，支持 json、text + - text： + 将kafka获取到的消息字符串存储到一个key为message的map中，如：kafka中的消息为：{"key":"key","message":"value"}， + 则发送至下游的数据格式为： -- **blankIgnore** - - 描述：是否忽略空值消息 - - 必选：否 - - 默认值：false + ```json + [ + { + "message":"{\"key\": \"key\", \"value\": \"value\"}" + } + ] + ``` + - json：将kafka获取到的消息字符串按照json格式进行解析 + - 若该字符串为json格式 + - 当其中含有message字段时，发送至下游的数据格式为： + ```json + [ + { + "key":"key", + "message":"value" + } + ] + ``` + - 当其中不包含message字段时，增加一个key为message，value为原始消息字符串的键值对，发送至下游的数据格式为： + ```json + [ + { + "key":"key", + "value":"value", + "message":"{\"key\": \"key\", \"value\": \"value\"}" + } + ] + ``` + - 若改字符串不为json格式，则按照text类型进行处理 + - 必选：否 + - 字段类型：String + - 默认值：text -- **consumerSettings** - - 描述：kafka连接配置，支持所有`kafka.consumer.ConsumerConfig.ConsumerConfig`中定义的配置 - - 必选：是 - - 默认值：无 +
+- **blankIgnore** + - 描述：是否忽略空值消息 + - 必选：否 + - 字段类型：Boolean + - 默认值：false +
-- **column** - - 描述：需要读取的字段。 - - 格式： +- **consumerSettings** + - 描述：kafka连接配置，支持所有`kafka.consumer.ConsumerConfig.ConsumerConfig`中定义的配置 + - 必选：是 + - 字段类型：Map + - 默认值：无 + - 注意： + - kafka09 reader插件: consumerSettings必须至少包含`zookeeper.connect`参数 + - kafka09 reader以外的插件：consumerSettings必须至少包含`bootstrap.servers`参数 + - 如： ```json -"column": [{ - "name": "col", - "type": "datetime", - "format": "yyyy-MM-dd hh:mm:ss", - "value": "value" -}] +{ + "consumerSettings":{ + "bootstrap.servers":"host1:9092,host2:9092,host3:9092" + } +} ``` - - 属性说明: - - name：字段名称 - - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 - - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - - 必选：是 - - 默认值：无 - - ## 三、配置示例 - #### 1、kafka09 ```json { - "job": { - "content": [{ + "job" : { + "content" : [ { "reader" : { "parameter" : { "topic" : "kafka09", - "codec": "plain", + "groupId" : "default", + "codec" : "text", "encoding": "UTF-8", + "blankIgnore": false, "consumerSettings" : { - "zookeeper.connect" : "0.0.0.1:2182/kafka09", - "group.id" : "default", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "smallest" + "zookeeper.connect" : "localhost:2181/kafka09" } }, "name" : "kafka09reader" @@ -115,101 +164,71 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 "name" : "streamwriter" } } ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 + "setting" : { + "restore" : { + "isRestore" : false, + "isStream" : true }, - "errorLimit": { - "record": 100 - }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : true, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed" : { + "channel" : 1 } } } } ``` - #### 2、kafka10 ```json { "job": { - "content": [{ - "reader" : { - "parameter" : { - "topic" : "kafka10", - "groupId" : "default", - "codec": "plain", - "blankIgnore": false, - "consumerSettings" : { - "zookeeper.connect" : "0.0.0.1:2182/kafka", - "bootstrap.servers" : "0.0.0.1:9092", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "latest" - } - }, - "name" : "kafka10reader" - }, - "writer" : { - "parameter" : { - "print" : true + "content": [ + { + "reader": { + "parameter": { + "topic": "kafka10", + "groupId": "default", + "codec": "text", + "encoding": "UTF-8", + "blankIgnore": false, + "consumerSettings": { + "bootstrap.servers": "localhost:9092" + } + }, + "name": "kafka10reader" }, - "name" : "streamwriter" + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } } - } ], + ], "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 - }, "restore": { - "maxRowNumForCheckpoint": 0, "isRestore": false, - "isStream" : true, - "restoreColumnName": "", - "restoreColumnIndex": 0 + "isStream": true }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed": { + "channel": 1 } } } } ``` - #### 3、kafka11 ```json { - "job": { - "content": [{ + "job" : { + "content" : [ { "reader" : { "parameter" : { "topic" : "kafka11", - "groupId" : "default", - "codec": "plain", + "groupId": "default", + "codec": "text", + "encoding": "UTF-8", "blankIgnore": false, - "consumerSettings" : { - "zookeeper.connect" : "0.0.0.1:2182/kafka", - "bootstrap.servers" : "0.0.0.1:9092", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "latest" + "consumerSettings": { + "bootstrap.servers": "localhost:9092" } }, "name" : "kafka11reader" @@ -221,48 +240,33 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 "name" : "streamwriter" } } ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 - }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : true, - "restoreColumnName": "", - "restoreColumnIndex": 0 + "setting" : { + "restore" : { + "isRestore" : false, + "isStream" : true }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed" : { + "channel" : 1 } } } } ``` - #### 4、kafka ```json { - "job": { - "content": [{ + "job" : { + "content" : [ { "reader" : { "parameter" : { - "topic" : "kafka", - "groupId" : "default", - "codec": "plain", + "topic" : "test", + "mode": "timestamp", + "timestamp": 1609812275000, + "offset": "partition:0,offset:0;partition:1,offset:1;partition:2,offset:2", + "codec": "text", "blankIgnore": false, "consumerSettings" : { - "zookeeper.connect" : "0.0.0.1:2182/kafka", - "bootstrap.servers" : "0.0.0.1:9092", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "latest" + "bootstrap.servers" : "ip1:9092,ip2:9092,ip3:9092" } }, "name" : "kafkareader" @@ -275,122 +279,70 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ], "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 + "restore" : { + "isRestore" : false, + "isStream" : true }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : true, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed": { + "readerChannel": 3, + "writerChannel": 1 } } } } ``` - -#### 5、kafka->MySQL +#### 5、kafka->Hive ```json { - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "codec": "json", - "groupId" : "default", - "topic" : "tudou", - "consumerSettings" : { - "zookeeper.connect" : "kudu1:2181/kafka", - "bootstrap.servers" : "kudu1:9092", - "auto.commit.interval.ms" : "1000", - "auto.offset.reset" : "earliest" - }, - "column": [ - { - "name": "id", - "type": "BIGINT" - }, - { - "name": "user_id", - "type": "BIGINT" - }, - { - "name": "name", - "type": "VARCHAR" + "job": { + "content": [ + { + "reader" : { + "parameter" : { + "topic" : "test", + "mode": "timestamp", + "timestamp": 1609812275000, + "codec": "text", + "consumerSettings" : { + "bootstrap.servers" : "ip1:9092,ip2:9092,ip3:9092" } - ] + }, + "name" : "kafkareader" }, - "name" : "kafkareader" - }, - "writer": { - "name": "mysqlwriter", - "parameter": { - "username": "dtstack", - "password": "abc123", - "batchSize": 1, - "connection": [ - { - "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", - "table": [ - "kudu" - ] - } - ], - "session": [], - "preSql": [], - "postSql": [], - "writeMode": "insert", - "column": [ - { - "name": "id", - "type": "BIGINT" - }, - { - "name": "user_id", - "type": "BIGINT" - }, - { - "name": "name", - "type": "VARCHAR" + "writer": { + "parameter" : { + "jdbcUrl" : "jdbc:hive2://ip:10000/test", + "fileType" : "parquet", + "writeMode" : "overwrite", + "compress" : "", + "charsetName" : "UTF-8", + "maxFileSize" : 1073741824, + "tablesColumn" : "{\"message\":[{\"part\":false,\"comment\":\"\",\"type\":\"string\",\"key\":\"message\"}]}", + "partition" : "pt", + "partitionType" : "DAY", + "defaultFS" : "hdfs://ns", + "hadoopConfig": { + "dfs.ha.namenodes.ns": "nn1,nn2", + "dfs.namenode.rpc-address.ns.nn2": "ip1:9000", + "dfs.client.failover.proxy.provider.ns": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns.nn1": "ip2:9000", + "dfs.nameservices": "ns" } - ] + }, + "name" : "hivewriter" } } - } ], + ], "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 - }, "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : true, - "restoreColumnName": "", - "restoreColumnIndex": 0 + "isRestore": true, + "isStream": true }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed": { + "readerChannel": 3, + "writerChannel": 1 } } } } -``` -
+``` \ No newline at end of file diff --git a/docs/realTime/reader/pgwalreader.md b/docs/realTime/reader/pgwalreader.md index a30ba5f610..9390b88ec2 100644 --- a/docs/realTime/reader/pgwalreader.md +++ b/docs/realTime/reader/pgwalreader.md @@ -183,5 +183,220 @@ pavingData为false时： } } ``` + +## PostgreSQL实时采集原理 +PostgreSQL 实时采集是基于 PostgreSQL的逻辑复制以及逻辑解码功能来完成的。逻辑复制同步数据的原理是，在wal日志产生的数据库上，由逻辑解析模块对wal日志进行初步的解析,它的解析结果为ReorderBufferChange（可以简单理解为HeapTupleData），再由pgoutput plugin对中间结果进行过滤和消息化拼接后，然后将其发送到订阅端，订阅端通过逻辑解码功能进行解析。 + +### 版本限制 +逻辑复制是pgsql10.0版本之后才支持的，因此此方案只支持10.0之后版本 + + +### 主要涉及模块说明 +| Logical Decoding | PostgreSQL 的逻辑日志来源于解析物理 WAL 日志。
解析 WAL 成为逻辑数据的过程叫 Logical Decoding。 | +| :--- | :--- | +| Replication Slots | 保存逻辑或物理流复制的基础信息。类似 Mysql 的位点信息。
一个 逻辑 slot 创建后，它的相关信息可以通过 pg_replication_slots 系统视图获取。
如果它在 active 状态，则可以通过系统视图 pg_stat_replication 看到一些 slot 的实时的状态信息。 | +| Output Plugins | PostgreSQL 的逻辑流复制协议开放一组可编程接口，用于自定义输数据到客户端的逻辑数据的格式。
这部分实现使用插件的方式被内核集成和使用，称作 Output Plugins。 | +| Exported Snapshots | 当一个逻辑流复制 slot 被创建时，系统会产生一个快照。客户端可以通过它订阅到数据库任意时间点的数据变化。 | + + + +对于修改一条数据之后 ，pgsql订阅端decode解析后的数据格式为 +```json +{"id":"schema1.test1", + "schema":"schema1", +"table":"test1", + "columnList":[ + {"name":"id","type":"int4","index":0}, + {"name":"name","type":"varchar","index":1} + ], + "oldData":["2","23"], + "newData":["2","name1"], + "type":"UPDATE", + "currentLsn":23940928, + "ts":1596358573614 +} +``` +主要包含schema table以及类型`INSERT`， `UPDATE`和`DELETE`以及WAL日志id等相关信息
+
+ + +### 逻辑复制 +逻辑复制使用_发布_和_订阅_模型， 其中一个或多个_订阅者_订阅_发布者_ 节点上的一个或多个_发布_。 订阅者从他们订阅的发布中提取数据,逻辑复制是根据复制标识（通常是主键）复制数据对象及其更改的一种方法，因此在上面订阅端收到消息数据实例中可以发现 具备数据库以及表信息外 还具备修改前数据，修改后数据信息以及执行的type和对应的WAL日志ID + +发布可以选择将它们所产生的改变限制在`INSERT`， `UPDATE`和`DELETE`的任意组合上， 类似于触发器被特定事件类型触发。默认情况下，复制所有操作类型。
已发布的table必须配置一个“副本标识”以便能够复制 `UPDATE`和`DELETE`操作， 这样可以在订阅者端识别适当的行来更新或删除。默认情况下，这是主键， 如果有的话。另外唯一的索引（有一些额外的要求）也可以被设置为副本标识。 如果表没有任何合适的键，那么它可以设置为复制标识“full”， 这意味着整个行成为键。但是，这是非常低效的， 并且只能在没有其他可能的解决方案时用作后备
+ + +### 创建发布 +为哪些表设置创建一个发布 +```sql +CREATE PUBLICATION name + [ FOR TABLE [ ONLY ] table_name [ * ] [, ...] + | FOR ALL TABLES ] + [ WITH ( publication_parameter [= value] [, ... ] ) ] +``` + + + +### WAL日志 +WAL 是 Write Ahead Log的缩写,中文称之为预写式日志。WAL log也被简称为xlog，每一次change操作都是先写日志再写数据,保证了事务持久性和数据完整性同时又尽量地避免了频繁IO对性能的影响。WAL的中心概念是**数据文件（存储着表和索引）的修改必须在这些动作被日志记录之后才被写入**
WAL日志保存在pg_xlog下，每个xlog文件默认是16MB,为了满足恢复需求，在xlog目录下会产生多个WAL日志，不需要的WAL日志将会被覆盖
WAL具备归档功能，通过归档的WAL文件可以恢复数据库到WAL日志覆盖时间内的任意一个时间点的状态并且有了WAL日志之后，逻辑复制就可以在WAL日志生成之后，对其进行一系列操作之后传递给订阅客户端，使得订阅客户端能实时获取到源服务器上的修改数据
+ + +#### WAL何时被写入 +WAL也有个内存缓冲区WAL Buffer，WAL都是先写入缓存中，对于事务操作，缓存的WAL日志是在事务提交的时候写入磁盘的，对于非事务型的由一个异步线程追加进日志文件或者在checkPoint(数据脏页缓存写入磁盘需要先刷新WAL缓存)的时候写入。
+ + +#### WAL主要配置 +``` +wal_level 可以选择为minimal, replica, or logical 使用逻辑复制需要设置为logical + +fsync boolean类型 表示是否使用fsync()系统调用把WAL文件刷新到物理磁盘，确保数据库在操作系统或硬件奔溃的情况下可恢复到最终状态 默认是on + +synchronous_commit boolean类型 声明提交一个事务是否需要等待其把WAL日志写入磁盘后再返回，默认值是’on’ + +on：默认值，为on且没有开启同步备库的时候,会当wal日志真正刷新到磁盘永久存储后才会返回客户端事务已提交成功, + 当为on且开启了同步备库的时候(设置了synchronous_standby_names),必须要等事务日志刷新到本地磁盘,并且还要等远程备库也提交到磁盘才能返回客户端已经提交. + +remote_apply：提交将等待， 直到来自当前同步备用数据库的回复表明它们已收到事务的提交记录并应用它， 以便它对备用数据库上的查询可见。 + +remote_write：提交将等待，直到来自当前同步的后备服务器的一个回复指示该服务器已经收到了该事务的提交记录并且已经把该记录写出到后备服务器的操作系统。 + +local：当事务提交时,仅写入本地磁盘即可返回客户端事务提交成功,而不管是否有同步备库。 + +off：写到缓存中就会向客户端返回提交成功，但也不是一直不刷到磁盘，延迟写入磁盘,延迟的时间为最大3倍的wal_writer_delay参数的(默认200ms)的时间,所有如果即使关闭synchronous_commit,也只会造成最多600ms的事务丢失 可能会造成一些最近已提交的事务丢失，但数据库状态是一致的，就像这些事务已经被干净地中止。但对高并发的小事务系统来说,性能来说提升较大。 + + +wal_sync_method enum类型 用来指定向磁盘强制更新WAL日志数据的方法open_datasync fdatasync fsync_writethrough fsync open_sync + + + +Wal_writer_delay 指定wal writer process 把WAL日志写入磁盘的周期 在每个周期中会先把缓存中的WAL日志刷到磁盘 + +``` + + + +### 复制槽 +每个订阅都将通过一个复制槽接收更改，记录某个订阅者的WAL接收情况。
在源数据库写入修改频繁导致WAL日志的写入速度很快，导致大量WAL日志生成，或者订阅者接受日志很慢，在消费远远小于生产的时候,会导致源数据库上的WAL日志还没有传递到备库就被回卷覆盖掉了，如果被覆盖掉的WAL日志文件又没有归档备份，那么订阅者就再也无法消费到此数据。
复制槽则保存了此订阅的接收信息，使得未被接收的WAL日日志不会被回收 + +注意
数据库会记录slot的wal复制位点，并在wal文件夹中保留所有未发送的wal文件，如果客户创建了slot但是后期不再使用就有可能导致数据库的wal日志爆仓，需要及时删除不用的slot
+
可通过以下SQL获取相关信息 +```sql +select * from pg_replication_slots; +``` +字段含义 +```text +Name Type References Description +slot_name name 复制槽的唯一的集群范围标识符 +plugin name 正在使用的包含逻辑槽输出插件的共享对象的基本名称，对于物理插槽则为null。 +slot_type text 插槽类型 - 物理或逻辑 +datoid oid 该插槽所关联的数据库的OID，或为空。 只有逻辑插槽才具有关联的数据库。 +database text 该插槽所关联的数据库的名称，或为空。 只有逻辑插槽才具有关联的数据库。 +active boolean 如果此插槽当前正在使用，则为真 +active_pid integer 如果当前正在使用插槽，则使用此插槽的会话的进程ID。 NULL如果不活动。 +xmin xid 此插槽需要数据库保留的最早事务。 VACUUM无法删除任何后来的事务删除的元组。 +catalog_xmin xid 影响该插槽需要数据库保留的系统目录的最早的事务。 VACUUM不能删除任何后来的事务删除的目录元组。 +restart_lsn pg_lsn 最老的WAL的地址（LSN）仍然可能是该插槽的使用者所需要的，因此在检查点期间不会被自动移除 +``` + + + +### 局限性 + +- 不复制数据库模式和DDL命令。初始模式可以使用`pg_dump --schema-only` 手动复制。后续的模式更改需要手动保持同步。（但是请注意， 两端的架构不需要完全相同。）当实时数据库中的模式定义更改时，逻辑复制是健壮的： 当模式在发布者上发生更改并且复制的数据开始到达订阅者但不符合表模式， 复制将错误，直到模式更新。在很多情况下， 间歇性错误可以通过首先将附加模式更改应用于订阅者来避免。
+- 不复制序列数据。序列支持的序列或标识列中的数据当然会作为表的一部分被复制， 但序列本身仍然会显示订阅者的起始值。如果订阅者被用作只读数据库， 那么这通常不成问题。但是，如果打算对订阅者数据库进行某种切换或故障切换， 则需要将序列更新为最新值，方法是从发布者复制当前数据 （可能使用`pg_dump`）或者从表中确定足够高的值。
+- 不复制`TRUNCATE`命令。当然，可以通过使用`DELETE` 来解决。为了避免意外的`TRUNCATE`调用，可以撤销表的 `TRUNCATE`权限。
+- 不复制大对象 没有什么解决办法，除非在普通表中存储数据。 +- 复制只能从基表到基表。也就是说，发布和订阅端的表必须是普通表，而不是视图， 物化视图，分区根表或外部表。对于分区，您可以一对一地复制分区层次结构， 但目前不能复制到不同的分区设置。尝试复制基表以外的表将导致错误 + + + + +### PostgreSQL实时采集配置 + +#### postgresql.conf设置 +``` +wal_level = logical +``` + + +用于复制链接的角色必须具有`REPLICATION`属性(或者是超级用户) 需要在pg_hba.conf做出如下配置 +``` +host replication all 10.0.3.0/24 md5 +``` + + +### 部分核心代码分析 + + + +#### 执行发布SQL +逻辑复制流是发布/订阅模型，因此生成流之前 先进行发布 +```java +public static final String PUBLICATION_NAME = "dtstack_flinkx"; +public static final String CREATE_PUBLICATION = "CREATE PUBLICATION %s FOR ALL TABLES;"; +public static final String QUERY_PUBLICATION = "SELECT COUNT(1) FROM pg_publication WHERE pubname = '%s';"; + +先执行查找sql 判断是否存在 dtstack_flinkx 的 PUBLICATION +如果不存在 执行创建sql语句 +conn.createStatement() + .execute(String.format(CREATE_PUBLICATION, PUBLICATION_NAME)); +``` + + + +#### 创建一个逻辑复制流 +```java + ChainedLogicalStreamBuilder builder = conn.getReplicationAPI() + .replicationStream() //定义一个逻辑复制流 + .logical() //级别是logical + .withSlotName(format.getSlotName())//复制槽名称 + //协议版本。当前仅支持版本1 + .withSlotOption("proto_version", "1")//槽版本号 + //逗号分隔的要订阅的发布名称列表（接收更改）。 单个发布名称被视为标准对象名称，并可根据需要引用 + .withSlotOption("publication_names", PgWalUtil.PUBLICATION_NAME)//关联的发布名称 + .withStatusInterval(format.getStatusInterval(), TimeUnit.MILLISECONDS); + long lsn = format.getStartLsn(); + if(lsn != 0){ + builder.withStartPosition(LogSequenceNumber.valueOf(lsn)); + } + stream = builder.start(); +``` + +#### 业务处理 +逻辑复制流接收到订阅的消息后 进行编码 获取到相应信息处理 +```java + public void run() { + LOG.info("PgWalListener start running....."); + try { + init(); + while (format.isRunning()) { + //接收到流对象 + ByteBuffer buffer = stream.readPending(); + if (buffer == null) { + continue; + } + //解码为table对象 具体信息为库 表 字段信息 WAL id等 + //然后就可以对其进行处理了 + Table table = decoder.decode(buffer); + if(StringUtils.isBlank(table.getId())){ + continue; + } + String type = table.getType().name().toLowerCase(); + if(!cat.contains(type)){ + continue; + } + if(!tableSet.contains(table.getId())){ + continue; + } + LOG.trace("table = {}",gson.toJson(table)); + ............... + } + } + } +``` + +
+ + diff --git a/docs/realTime/writer/kafkawriter.md b/docs/realTime/writer/kafkawriter.md index fc82240795..453e011411 100644 --- a/docs/realTime/writer/kafkawriter.md +++ b/docs/realTime/writer/kafkawriter.md @@ -1,6 +1,5 @@ # Kafka Writer - ## 一、插件名称 kafka插件存在四个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： @@ -9,63 +8,66 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 | kafka 0.9 | kafka09writer | | kafka 0.10 | kafka10writer | | kafka 0.11 | kafka11writer | -| kafka 1.0及以上 | kafkawriter | +| kafka 1.0及以后 | kafkawriter | - -## 二、参数说明
- -- **timezone** - - 描述：时区 - - 必选：否 - - 默认值：无 - - +## 二、参数说明 - **topic** - - 描述：topic - - 必选：是 - - 默认值：无 + - 描述：消息发送至kafka的topic名称，不支持多个topic + - 必选：是 + - 字段类型：String + - 默认值：无 +
+- **timezone** + - 描述：时区 + - 必选：否 + - 字段类型：String + - 默认值：无 -- **encoding** - - 描述：编码 - - 注意：该参数只对kafka09reader插件有效 - - 必选：否 - - 默认值：UTF-8 +
+- **encoding** + - 描述：编码 + - 注意：该参数只对kafka09reader插件有效 + - 必选：否 + - 字段类型：String + - 默认值：UTF-8 +
- **brokerList** - - 描述：kafka broker地址列表 - - 注意：该参数只对kafka09writer插件有效 - - 必选：是 - - 默认值：无 - + - 描述：kafka broker地址列表 + - 注意：该参数只对kafka09writer插件有效 + - 必选：kafka09writer必选，其它kafka writer插件不用填 + - 字段类型：String + - 默认值：无 +
- **producerSettings** - - 描述：kafka连接配置，支持所有`org.apache.kafka.clients.producer.ProducerConfig`中定义的配置 - - 必选：是 - - 默认值：无 - + - 描述：kafka连接配置，支持所有`org.apache.kafka.clients.producer.ProducerConfig`中定义的配置 + - 必选：对于非kafka09 writer插件，该参数必填，且producerSettings中至少包含`bootstrap.servers`参数 + - 字段类型：Map + - 默认值：无 +
- **tableFields** - - 描述：字段映射配置。从reader插件传递到writer插件的的数据只包含其value属性，配置该参数后可将其还原成键值对类型json字符串输出。 - - 注意： - - 若配置该属性，则该配置中的字段个数必须不少于reader插件中读取的字段个数，否则该配置失效； - - 映射关系按该配置中字段的先后顺序依次匹配； - - 必选：否 - - 默认值：无 + - 描述：字段映射配置。从reader插件传递到writer插件的的数据只包含其value属性，配置该参数后可将其还原成键值对类型json字符串输出。 + - 注意： + - 若配置该属性，则该配置中的字段个数必须不少于reader插件中读取的字段个数，否则该配置失效； + - 映射关系按该配置中字段的先后顺序依次匹配； + - 必选：否 + - 字段类型：String[] + - 默认值：无 - -## 二、配置示例 - +## 三、配置示例 #### 1、kafka09 ```json { @@ -95,43 +97,24 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 "parameter": { "timezone": "UTC", "topic": "kafka09", - "encoding": "UTF_8", + "encoding": "UTF-8", "brokerList": "0.0.0.1:9092", - "producerSettings": { - "zookeeper.connect" : "0.0.0.1:2182", - "bootstrap.servers" : "0.0.0.1:9092" - }, "tableFields": ["id","user_id","name"] }, "name": "kafka09writer" } } ], "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 + "restore" : { + "isStream" : true }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed" : { + "channel" : 1 } } } } ``` - #### 2、kafka10 ```json { @@ -162,7 +145,6 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 "timezone": "UTC", "topic": "kafka10", "producerSettings": { - "zookeeper.connect" : "0.0.0.1:2182", "bootstrap.servers" : "0.0.0.1:9092" }, "tableFields": ["id","user_id","name"] @@ -171,31 +153,16 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ], "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 - }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : false, - "restoreColumnName": "", - "restoreColumnIndex": 0 + "restore" : { + "isStream" : true }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed" : { + "channel" : 1 } } } } ``` - #### 3、kafka11 ```json { @@ -235,31 +202,16 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ], "setting": { - "speed": { - "channel": 1, - "bytes": 0 + "restore" : { + "isStream" : true }, - "errorLimit": { - "record": 100 - }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed" : { + "channel" : 1 } } } } ``` - #### 4、kafka ```json { @@ -290,7 +242,6 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 "timezone": "UTC", "topic": "kafka", "producerSettings": { - "zookeeper.connect" : "0.0.0.1:2182", "bootstrap.servers" : "0.0.0.1:9092" }, "tableFields": ["id","user_id","name"] @@ -299,31 +250,16 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ], "setting": { - "speed": { - "channel": 1, - "bytes": 0 + "restore" : { + "isStream" : true }, - "errorLimit": { - "record": 100 - }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed" : { + "channel" : 1 } } } } ``` - #### 5、MySQL->kafka ```json { @@ -333,15 +269,15 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 "name": "mysqlreader", "parameter": { "column": ["id","user_id","name"], - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { "jdbcUrl": [ - "jdbc:mysql://kudu3:3306/tudou" + "jdbc:mysql://0.0.0.1:3306/test" ], "table": [ - "kudu" + "test" ] } ] @@ -351,34 +287,19 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 "parameter" : { "tableFields" : ["id","user_id","name"], "producerSettings" : { - "zookeeper.connect" : "kudu1:2182/kafka", - "bootstrap.servers" : "kudu1:9092" + "bootstrap.servers" : "0.0.0.1:9092" }, - "topic" : "tudou" + "topic" : "kafka" }, "name" : "kafkawriter" } } ], - "setting": { - "speed": { - "channel": 1, - "bytes": 0 - }, - "errorLimit": { - "record": 100 - }, - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "isStream" : false, - "restoreColumnName": "", - "restoreColumnIndex": 0 + "setting": { + "restore" : { + "isStream" : true }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "speed" : { + "channel" : 1 } } } diff --git a/docs/restore.md b/docs/restore.md index 792a19ad99..fc2c607197 100644 --- a/docs/restore.md +++ b/docs/restore.md @@ -91,7 +91,7 @@ where id mod 2=1; 3. 检测 /data_test/.data 目录是否存在，如果存在就先删除，再创建，确保没有其它任务因异常失败遗留的脏数据文件； - 数据写入hdfs是单条写入的，不支持批量写入。数据会先写入/data_test/.data/目录下，数据文件的命名格式为： channelIndex.jobId.fileIndex，包含通道索引，jobId，文件索引三个部分，文件最掐灭。 + 数据写入hdfs是单条写入的，不支持批量写入。数据会先写入/data_test/.data/目录下，数据文件的命名格式为： channelIndex.jobId.fileIndex，包含通道索引，jobId，文件索引三个部分。 ##### **3**）checkpoint触发时 diff --git a/flinkx-binlog/flinkx-binlog-core/src/main/java/com/dtstack/flinkx/binlog/BinlogUtil.java b/flinkx-binlog/flinkx-binlog-core/src/main/java/com/dtstack/flinkx/binlog/BinlogUtil.java new file mode 100644 index 0000000000..c587b22fa4 --- /dev/null +++ b/flinkx-binlog/flinkx-binlog-core/src/main/java/com/dtstack/flinkx/binlog/BinlogUtil.java @@ -0,0 +1,207 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.binlog; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.util.ExceptionUtil; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.StringUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.sql.Connection; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.sql.Statement; +import java.util.ArrayList; +import java.util.Collection; +import java.util.Collections; +import java.util.HashMap; +import java.util.List; + +/** + * Date: 2019/12/03 + * Company: www.dtstack.com + * + * @author tudou + */ +public class BinlogUtil { + private static final Logger LOG = LoggerFactory.getLogger(BinlogUtil.class); + + public static final String DRIVER_NAME = "com.mysql.jdbc.Driver"; + //是否开启binlog + private static final String CHECK_BINLOG_ENABLE = "show variables where variable_name = 'log_bin';;"; + //查看binlog format + private static final String CHECK_BINLOG_FORMAT = "show variables where variable_name = 'binlog_format';;"; + //校验用户是否有权限 + private static final String CHECK_USER_PRIVILEGE = "show master status ;"; + + + private static final String AUTHORITY_TEMPLATE = "SELECT count(1) FROM %s LIMIT 1"; + + private static final String QUERY_SCHEMA_TABLE_TEMPLATE = "SELECT TABLE_NAME From information_schema.TABLES WHERE TABLE_SCHEMA='%s' LIMIT 1"; + + + public static final int RETRY_TIMES = 3; + + public static final int SLEEP_TIME = 2000; + + + /** + * 校验是否开启binlog + * + * @param conn + * @return + * @throws SQLException + */ + public static boolean checkEnabledBinlog(Connection conn) throws SQLException { + try (Statement statement = conn.createStatement()) { + try (ResultSet rs = statement.executeQuery(CHECK_BINLOG_ENABLE)) { + if (rs.next()) { + String binLog = rs.getString("Value"); + if (StringUtils.isNotBlank(binLog)) { + return "ON".equalsIgnoreCase(binLog); + } + } + return false; + } + } catch (SQLException e) { + LOG.error("error to query BINLOG is enabled , sql = {}, e = {}", CHECK_BINLOG_ENABLE, ExceptionUtil.getErrorMessage(e)); + throw e; + } + } + + /** + * 校验binlog的format格式 + * + * @param conn + * @return + * @throws SQLException + */ + public static boolean checkBinlogFormat(Connection conn) throws SQLException { + try (Statement statement = conn.createStatement()) { + try (ResultSet rs = statement.executeQuery(CHECK_BINLOG_FORMAT)) { + if (rs.next()) { + String logFormat = rs.getString("Value"); + if (StringUtils.isNotBlank(logFormat)) { + return "row".equalsIgnoreCase(logFormat); + } + } + return false; + } + } catch (SQLException e) { + LOG.error("error to query binLog format, sql = {}, e = {}", CHECK_BINLOG_FORMAT, ExceptionUtil.getErrorMessage(e)); + throw e; + } + } + + /** + * 效验用户的权限 + * + * @param conn + * @return + */ + public static boolean checkUserPrivilege(Connection conn) { + try (Statement statement = conn.createStatement()) { + statement.execute(CHECK_USER_PRIVILEGE); + } catch (SQLException e) { + LOG.error("'show master status' has an error!,please check. you need (at least one of) the SUPER,REPLICATION CLIENT privilege(s) for this operation, e = {}", ExceptionUtil.getErrorMessage(e)); + return false; + } + return true; + } + + public static List checkTablesPrivilege(Connection connection, String database, String filter, List tables) throws SQLException { + if (CollectionUtils.isNotEmpty(tables)) { + HashMap checkedTable = new HashMap<>(tables.size()); + //按照.切割字符串需要转义 + String regexSchemaSplit = "\\" + ConstantValue.POINT_SYMBOL; + tables.stream() + //每一个表格式化为schema.tableName格式 + .map(t -> formatTableName(database, t)) + //只需要每个schema下的一个表进行判断 + .forEach(t -> checkedTable.putIfAbsent(t.split(regexSchemaSplit)[0], t)); + + //检验每个schema下的第一个表的权限 + return checkSourceAuthority(connection, null, checkedTable.values()); + } else if (StringUtils.isBlank(filter)) { + //检验schema下任意一张表的权限 + return checkSourceAuthority(connection, database, null); + } + return null; + } + + /** + * @param schema 需要校验权限的schemaName + * @param tables 需要校验权限的tableName + * schemaName权限验证 取schemaName下第一个表进行验证判断整个schemaName下是否具有权限 + */ + public static List checkSourceAuthority(Connection connection, String schema, Collection tables) throws SQLException { + try (Statement statement = connection.createStatement()) { + //Schema不为空且用户没有指定tables 就获取一张表判断权限 + if (StringUtils.isNotBlank(schema) && CollectionUtils.isEmpty(tables)) { + try (ResultSet resultSet = statement.executeQuery(String.format(QUERY_SCHEMA_TABLE_TEMPLATE, schema))) { + if (resultSet.next()) { + String tableName = resultSet.getString(1); + if (StringUtils.isNotBlank(tableName)) { + tables = Collections.singletonList(formatTableName(schema, tableName)); + } + } + } + } + if (CollectionUtils.isEmpty(tables)) { + return null; + } + + List failedTables = new ArrayList<>(tables.size()); + for (String tableName : tables) { + try { + //判断用户是否具备tableName下的读权限 + statement.executeQuery(String.format(AUTHORITY_TEMPLATE, tableName)); + } catch (SQLException e) { + failedTables.add(tableName); + } + } + + return failedTables; + } catch (SQLException sqlException) { + LOG.error("error to check table select privilege error, sql = {}, e = {}", AUTHORITY_TEMPLATE, ExceptionUtil.getErrorMessage(sqlException)); + throw sqlException; + } + } + + + public static String getDataBaseByUrl(String jdbcUrl) { + int idx = jdbcUrl.lastIndexOf('?'); + + if (idx != -1) { + return StringUtils.substring(jdbcUrl, jdbcUrl.lastIndexOf('/') + 1, idx); + } else { + return StringUtils.substring(jdbcUrl, jdbcUrl.lastIndexOf('/') + 1); + } + } + + private static String formatTableName(String schemaName, String tableName) { + StringBuilder stringBuilder = new StringBuilder(); + if (tableName.contains(ConstantValue.POINT_SYMBOL)) { + return tableName; + } else { + return stringBuilder.append(schemaName).append(ConstantValue.POINT_SYMBOL).append(tableName).toString(); + } + } +} diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogInputFormat.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormat.java similarity index 63% rename from flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogInputFormat.java rename to flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormat.java index 6d5464096d..a5e2b5f0b2 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogInputFormat.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormat.java @@ -15,19 +15,22 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.binlog.reader; +package com.dtstack.flinkx.binlog.format; import com.alibaba.otter.canal.filter.aviater.AviaterRegexFilter; import com.alibaba.otter.canal.parse.inbound.mysql.MysqlEventParser; import com.alibaba.otter.canal.parse.support.AuthenticationInfo; import com.alibaba.otter.canal.protocol.position.EntryPosition; import com.dtstack.flinkx.binlog.BinlogJournalValidator; +import com.dtstack.flinkx.binlog.BinlogUtil; +import com.dtstack.flinkx.binlog.listener.BinlogAlarmHandler; +import com.dtstack.flinkx.binlog.reader.BinlogConfig; +import com.dtstack.flinkx.binlog.listener.BinlogEventSink; +import com.dtstack.flinkx.binlog.listener.BinlogPositionManager; +import com.dtstack.flinkx.binlog.listener.HeartBeatController; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ClassUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.dtstack.flinkx.util.RetryUtil; -import com.google.common.base.Joiner; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.collections.MapUtils; import org.apache.commons.lang3.StringUtils; @@ -40,18 +43,9 @@ import java.io.IOException; import java.net.InetSocketAddress; import java.nio.charset.Charset; -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.ResultSet; -import java.sql.SQLException; -import java.sql.Statement; import java.util.ArrayList; import java.util.Arrays; -import java.util.Collection; -import java.util.Collections; -import java.util.HashMap; import java.util.List; -import java.util.Objects; import java.util.concurrent.locks.LockSupport; import java.util.stream.Collectors; @@ -72,15 +66,6 @@ public class BinlogInputFormat extends BaseRichInputFormat { private final String SCHEMA_SPLIT = "."; - private final String AUTHORITY_REPLICATION_TEMPLATE = "show master status"; - - private final String AUTHORITY_TEMPLATE = "SELECT count(1) FROM %s LIMIT 1"; - - private final String QUERY_SCHEMA_TABLE_TEMPLATE = "SELECT TABLE_NAME From information_schema.TABLES WHERE TABLE_SCHEMA='%s' LIMIT 1"; - - private static final int RETRY_TIMES = 3; - - private static final int SLEEP_TIME = 2000; /** * internal fields */ @@ -122,34 +107,18 @@ public void openInputFormat() throws IOException { List tables = binlogConfig.getTable(); String jdbcUrl = binlogConfig.getJdbcUrl(); if (jdbcUrl != null) { - int idx = jdbcUrl.lastIndexOf('?'); - String database; - if (idx != -1) { - database = StringUtils.substring(jdbcUrl, jdbcUrl.lastIndexOf('/') + 1, idx); - } else { - database = StringUtils.substring(jdbcUrl, jdbcUrl.lastIndexOf('/') + 1); - } + String database = BinlogUtil.getDataBaseByUrl(jdbcUrl); if (CollectionUtils.isNotEmpty(tables)) { - HashMap checkedTable = new HashMap<>(tables.size()); - //按照.切割字符串需要转义 - String regexSchemaSplit = "\\" + SCHEMA_SPLIT; String filter = tables.stream() //每一个表格式化为schema.tableName格式 .map(t -> formatTableName(database, t)) - //只需要每个schema下的一个表进行判断 - .peek(t -> checkedTable.putIfAbsent(t.split(regexSchemaSplit)[0], t)) .collect(Collectors.joining(",")); binlogConfig.setFilter(filter); - - //检验每个schema下的第一个表的权限 - checkSourceAuthority(null, checkedTable.values()); } else if (StringUtils.isBlank(binlogConfig.getFilter())) { //如果table未指定 filter未指定 只消费此schema下的数据 binlogConfig.setFilter(database + "\\..*"); - //检验schema下任意一张表的权限 - checkSourceAuthority(database, null); } LOG.info("binlog FilterAfter:{},tableAfter: {}",binlogConfig.getFilter(),binlogConfig.getTable()); } @@ -302,89 +271,4 @@ private String formatTableName(String schemaName, String tableName) { return stringBuilder.append(schemaName).append(SCHEMA_SPLIT).append(tableName).toString(); } } - - /** - * @param schema 需要校验权限的schemaName - * @param tables 需要校验权限的tableName - * schemaName权限验证 取schemaName下第一个表进行验证判断整个schemaName下是否具有权限 - */ - private void checkSourceAuthority(String schema, Collection tables) { - Connection connection = null; - try { - connection = RetryUtil.executeWithRetry(() -> DriverManager.getConnection(binlogConfig.getJdbcUrl(), binlogConfig.getUsername(), binlogConfig.getPassword()), RETRY_TIMES, SLEEP_TIME, false); - } catch (Exception e) { - try { - connection.close(); - } catch (Exception exception) { - String message = String.format(" closed connection error,params jdbcUrl【%s】user 【%s】, errorMessage %s", - binlogConfig.getJdbcUrl(), - binlogConfig.getUsername(), - ExceptionUtil.getErrorMessage(e)); - LOG.error(message); - } - - String message = String.format(" get connection failed,params jdbcUrl【%s】user 【%s】 make sure that the database configuration is correct , errorMessage %s", - binlogConfig.getJdbcUrl(), - binlogConfig.getUsername(), - ExceptionUtil.getErrorMessage(e)); - LOG.error("{}", message); - throw new RuntimeException(message, e); - } - - try (Statement statement = connection.createStatement()) { - - //判断用户是否具有REPLICATION权限 没有的话会直接抛出异常MySQLSyntaxErrorException - statement.execute((AUTHORITY_REPLICATION_TEMPLATE)); - //Schema不为空 就获取一张表判断权限 - if (StringUtils.isNotBlank(schema)) { - try (ResultSet resultSet = statement.executeQuery(String.format(QUERY_SCHEMA_TABLE_TEMPLATE, schema))) { - if (resultSet.next()) { - String tableName = resultSet.getString(1); - if (CollectionUtils.isNotEmpty(tables)) { - tables.add(formatTableName(schema, tableName)); - } else { - tables = Collections.singletonList(formatTableName(schema, tableName)); - } - } - } - } - if (CollectionUtils.isEmpty(tables)) { - return; - } - - List failedTables = new ArrayList<>(tables.size()); - SQLException sqlException = null; - for (String tableName : tables) { - try { - //判断用户是否具备tableName下的读权限 - statement.executeQuery(String.format(AUTHORITY_TEMPLATE, tableName)); - } catch (SQLException e) { - failedTables.add(tableName); - if (Objects.isNull(sqlException)) { - sqlException = e; - } - } - } - - if (CollectionUtils.isNotEmpty(failedTables)) { - String message = String.format("user【%s】is not granted table 【%s】select permission %s", - binlogConfig.getUsername(), - Joiner.on(",").join(failedTables), - ExceptionUtil.getErrorMessage(sqlException)); - - LOG.error("{}", message); - throw new RuntimeException(message, sqlException); - } - - } catch (SQLException sqlException) { - String message = String.format("params jdbcUrl【%s】user 【%s】 create statement failed or user user 【%s】 has no REPLICATION permission errorMessage %s", - binlogConfig.getJdbcUrl(), - binlogConfig.getUsername(), - binlogConfig.getUsername(), - ExceptionUtil.getErrorMessage(sqlException)); - - LOG.error("{}", message); - throw new RuntimeException(message, sqlException); - } - } } diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormatBuilder.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormatBuilder.java new file mode 100644 index 0000000000..2e59ef17f9 --- /dev/null +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormatBuilder.java @@ -0,0 +1,171 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.binlog.format; + +import com.dtstack.flinkx.binlog.BinlogUtil; +import com.dtstack.flinkx.binlog.reader.BinlogConfig; +import com.dtstack.flinkx.config.SpeedConfig; +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.RetryUtil; +import com.dtstack.flinkx.util.TelnetUtil; +import com.dtstack.flinkx.util.ValueUtil; +import com.google.common.collect.Lists; +import com.google.common.collect.Sets; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.collections.MapUtils; +import org.apache.commons.lang.StringUtils; + +import java.sql.Connection; +import java.sql.DriverManager; +import java.util.Arrays; +import java.util.HashSet; +import java.util.Iterator; +import java.util.List; +import java.util.Locale; + +import static com.dtstack.flinkx.binlog.BinlogUtil.DRIVER_NAME; + +/** + * Date: 2020/12/16 + * Company: www.dtstack.com + * + * @author dujie + */ +public class BinlogInputFormatBuilder extends BaseRichInputFormatBuilder { + + protected BinlogInputFormat format; + + public BinlogInputFormatBuilder() { + super.format = this.format = new BinlogInputFormat(); + } + + public void setBinlogConfig(BinlogConfig binlogConfig) { + this.format.setBinlogConfig(binlogConfig); + } + + @Override + protected void checkFormat() { + StringBuilder sb = new StringBuilder(256); + BinlogConfig binlogConfig = format.getBinlogConfig(); + if (StringUtils.isBlank(binlogConfig.username)) { + sb.append("No username supplied;\n"); + } + + if (StringUtils.isBlank(binlogConfig.jdbcUrl)) { + sb.append("No url supplied;\n"); + } else { + //检测数据源连通性 + TelnetUtil.telnet(binlogConfig.jdbcUrl); + } + + if (StringUtils.isBlank(binlogConfig.host)) { + sb.append("No host supplied;\n"); + } + + if (StringUtils.isBlank(binlogConfig.cat)) { + sb.append("No cat supplied;\n"); + } + + if (sb.length() > 0) { + throw new IllegalArgumentException(sb.toString()); + } + + SpeedConfig speed = format.getDataTransferConfig().getJob().getSetting().getSpeed(); + + if (speed.getReaderChannel() > 1) { + sb.append("binLog can not support readerChannel bigger than 1, current readerChannel is [") + .append(speed.getReaderChannel()) + .append("];\n"); + } else if (speed.getChannel() > 1) { + sb.append("binLog can not support channel bigger than 1, current channel is [") + .append(speed.getChannel()) + .append("];\n"); + } + + //校验binlog cat + if (StringUtils.isNotEmpty(binlogConfig.getCat())) { + HashSet set = Sets.newHashSet("INSERT", "UPDATE", "DELETE"); + List cats = Lists.newArrayList(binlogConfig.getCat().toUpperCase().split(",")); + cats.removeIf(s -> set.contains(s.toUpperCase(Locale.ENGLISH))); + if (CollectionUtils.isNotEmpty(cats)) { + sb.append("binlog cat not support-> ") + .append(GsonUtil.GSON.toJson(cats)) + .append(",just support->") + .append(GsonUtil.GSON.toJson(set)) + .append(";\n"); + } + } + + //校验binlog的start参数 + if (MapUtils.isNotEmpty(binlogConfig.getStart())) { + try { + MapUtils.getLong(binlogConfig.getStart(),"timestamp"); + } catch (Exception e) { + sb.append("binlog start parameter of timestamp must be long type, but your value is -> ").append(binlogConfig.getStart().get("timestamp")).append(";\n"); + } + try { + MapUtils.getLong(binlogConfig.getStart(),"position"); + } catch (Exception e) { + sb.append("binlog start parameter of position must be long type, but your value is -> ").append(binlogConfig.getStart().get("timestamp")).append(";\n"); + } + } + + ClassUtil.forName(DRIVER_NAME, getClass().getClassLoader()); + try (Connection conn = RetryUtil.executeWithRetry(() -> DriverManager.getConnection(binlogConfig.getJdbcUrl(), binlogConfig.getUsername(), binlogConfig.getPassword()), BinlogUtil.RETRY_TIMES, BinlogUtil.SLEEP_TIME, false)) { + + //校验用户权限 + if (!BinlogUtil.checkUserPrivilege(conn)) { + sb.append("\nyou need (at least one of) the SUPER,REPLICATION CLIENT privilege(s) for this operation; you can execute sql ->") + .append("GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO '") + .append(binlogConfig.getUsername()) + .append("'@'%' IDENTIFIED BY 'password';\n\n"); + } + + //校验数据库是否开启binlog + if (!BinlogUtil.checkEnabledBinlog(conn)) { + sb.append("binlog has not enabled, please click my.cnf Add the following to the file: \n") + .append("server_id=109\n") + .append("log_bin = /var/lib/mysql/mysql-bin\n") + .append("binlog_format = ROW\n") + .append("expire_logs_days = 30\n\n"); + } + + //校验数据库binlog_format是否设置为row + if (!BinlogUtil.checkBinlogFormat(conn)) { + sb.append(" binlog_format must be set ROW ;\n"); + } + + //校验用户表是否有select权限 + String database = BinlogUtil.getDataBaseByUrl(binlogConfig.jdbcUrl); + List failedTable = BinlogUtil.checkTablesPrivilege(conn, database, binlogConfig.filter, binlogConfig.table); + if (CollectionUtils.isNotEmpty(failedTable)) { + sb.append("user has not select privilege on " + GsonUtil.GSON.toJson(failedTable)); + } + + if (sb.length() > 0) { + throw new IllegalArgumentException(sb.toString()); + } + + } catch (Exception e) { + throw new RuntimeException("error to check binlog config, e = " + ExceptionUtil.getErrorMessage(e), e); + } + } +} diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogAlarmHandler.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogAlarmHandler.java similarity index 94% rename from flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogAlarmHandler.java rename to flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogAlarmHandler.java index 81d23427f4..7a1b6252fb 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogAlarmHandler.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogAlarmHandler.java @@ -15,10 +15,11 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.binlog.reader; +package com.dtstack.flinkx.binlog.listener; import com.alibaba.otter.canal.common.AbstractCanalLifeCycle; import com.alibaba.otter.canal.common.alarm.CanalAlarmHandler; +import com.dtstack.flinkx.binlog.format.BinlogInputFormat; import org.slf4j.Logger; import org.slf4j.LoggerFactory; diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogEventSink.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogEventSink.java similarity index 88% rename from flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogEventSink.java rename to flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogEventSink.java index ccf7149ecc..0dbbc4ae15 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogEventSink.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogEventSink.java @@ -15,15 +15,16 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.binlog.reader; +package com.dtstack.flinkx.binlog.listener; import com.alibaba.otter.canal.common.AbstractCanalLifeCycle; import com.alibaba.otter.canal.protocol.CanalEntry; import com.alibaba.otter.canal.sink.exception.CanalSinkException; -import com.dtstack.flinkx.util.SnowflakeIdWorker; +import com.dtstack.flinkx.binlog.format.BinlogInputFormat; import com.dtstack.flinkx.log.DtLogger; import com.dtstack.flinkx.util.ExceptionUtil; -import com.google.gson.Gson; +import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.SnowflakeIdWorker; import org.apache.flink.types.Row; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -112,10 +113,14 @@ private void processRowChange(CanalEntry.RowChange rowChange, String schema, Str if (pavingData){ for (CanalEntry.Column column : rowData.getAfterColumnsList()) { - message.put("after_" + column.getName(), column.getValue()); + if(!column.getIsNull()){ + message.put("after_" + column.getName(), column.getValue()); + } } for (CanalEntry.Column column : rowData.getBeforeColumnsList()){ - message.put("before_" + column.getName(), column.getValue()); + if(!column.getIsNull()){ + message.put("before_" + column.getName(), column.getValue()); + } } } else { message.put("before", processColumnList(rowData.getBeforeColumnsList())); @@ -129,8 +134,7 @@ private void processRowChange(CanalEntry.RowChange rowChange, String schema, Str LOG.error("takeEvent interrupted message:{} error:{}", message, e); } if(DtLogger.isEnableTrace()){ - //log level is trace, so don't care the performance，just new it. - LOG.trace("message = {}", new Gson().toJson(message)); + LOG.trace("message = {}", GsonUtil.GSON.toJson(message)); } } @@ -139,7 +143,9 @@ private void processRowChange(CanalEntry.RowChange rowChange, String schema, Str private Map processColumnList(List columnList) { Map map = new HashMap<>(columnList.size()); for (CanalEntry.Column column : columnList) { - map.put(column.getName(), column.getValue()); + if(!column.getIsNull()){ + map.put(column.getName(), column.getValue()); + } } return map; } @@ -152,7 +158,7 @@ public Row takeEvent() throws IOException { Row row = null; try { Map map = queue.take(); - //@see com.dtstack.flinkx.binlog.reader.HeartBeatController.onFailed 检测到异常之后 会添加key为e的错误数据 + //@see com.dtstack.flinkx.binlog.listener.HeartBeatController.onFailed 检测到异常之后 会添加key为e的错误数据 if(map.size() == 1 && map.containsKey("e")){ throw new RuntimeException((String) map.get("e")); }else{ diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogPositionManager.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogPositionManager.java similarity index 95% rename from flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogPositionManager.java rename to flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogPositionManager.java index 0edfd64e0e..8a354047f2 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogPositionManager.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/BinlogPositionManager.java @@ -15,12 +15,13 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.binlog.reader; +package com.dtstack.flinkx.binlog.listener; import com.alibaba.otter.canal.parse.exception.CanalParseException; import com.alibaba.otter.canal.parse.index.AbstractLogPositionManager; import com.alibaba.otter.canal.protocol.position.LogPosition; +import com.dtstack.flinkx.binlog.format.BinlogInputFormat; import com.google.common.cache.Cache; import com.google.common.cache.CacheBuilder; import org.slf4j.Logger; diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/HeartBeatController.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/HeartBeatController.java similarity index 96% rename from flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/HeartBeatController.java rename to flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/HeartBeatController.java index a871265f0b..77fc487801 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/HeartBeatController.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/listener/HeartBeatController.java @@ -15,12 +15,13 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.binlog.reader; +package com.dtstack.flinkx.binlog.listener; import com.alibaba.otter.canal.common.AbstractCanalLifeCycle; import com.alibaba.otter.canal.parse.ha.CanalHAController; import com.alibaba.otter.canal.parse.ha.HeartBeatHAController; import com.alibaba.otter.canal.parse.inbound.HeartBeatCallback; +import com.dtstack.flinkx.binlog.listener.BinlogEventSink; import com.dtstack.flinkx.util.ExceptionUtil; import org.slf4j.Logger; import org.slf4j.LoggerFactory; diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogReader.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogReader.java index 471206a673..2f35e70389 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogReader.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/reader/BinlogReader.java @@ -17,6 +17,7 @@ */ package com.dtstack.flinkx.binlog.reader; +import com.dtstack.flinkx.binlog.format.BinlogInputFormatBuilder; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.reader.BaseDataReader; @@ -47,13 +48,14 @@ public BinlogReader(DataTransferConfig config, StreamExecutionEnvironment env) { @Override public DataStream readData() { - BinlogInputFormat format = new BinlogInputFormat(); - format.setDataTransferConfig(dataTransferConfig); - format.setBinlogConfig(binlogConfig); - format.setRestoreConfig(restoreConfig); - format.setLogConfig(logConfig); - format.setTestConfig(testConfig); - return createInput(format); + + BinlogInputFormatBuilder builder = new BinlogInputFormatBuilder(); + builder.setDataTransferConfig(dataTransferConfig); + builder.setBinlogConfig(binlogConfig); + builder.setRestoreConfig(restoreConfig); + builder.setLogConfig(logConfig); + builder.setTestConfig(testConfig); + return createInput(builder.finish()); } } diff --git a/flinkx-binlog/pom.xml b/flinkx-binlog/pom.xml index fd6290739d..85753848ab 100644 --- a/flinkx-binlog/pom.xml +++ b/flinkx-binlog/pom.xml @@ -23,6 +23,16 @@ flinkx-core 1.6 provided + + + ch.qos.logback + logback-classic + + + ch.qos.logback + logback-core + + diff --git a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DictionaryWriterTask.java b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DictionaryWriterTask.java index 58840f1da8..ab6fd9dbab 100644 --- a/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DictionaryWriterTask.java +++ b/flinkx-carbondata/flinkx-carbondata-writer/src/main/java/com/dtstack/flinkx/carbondata/writer/dict/DictionaryWriterTask.java @@ -20,6 +20,7 @@ package com.dtstack.flinkx.carbondata.writer.dict; +import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.carbondata.core.cache.dictionary.Dictionary; import org.apache.carbondata.core.cache.dictionary.DictionaryColumnUniqueIdentifier; import org.apache.carbondata.core.constants.CarbonCommonConstants; @@ -28,6 +29,9 @@ import org.apache.carbondata.core.service.DictionaryService; import org.apache.carbondata.core.util.DataTypeUtil; import org.apache.carbondata.core.writer.CarbonDictionaryWriter; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + import java.io.IOException; import java.util.ArrayList; import java.util.Arrays; @@ -43,6 +47,8 @@ */ public class DictionaryWriterTask { + private static final Logger LOG = LoggerFactory.getLogger(DictionaryWriterTask.class); + private Set valuesBuffer; private Dictionary dictionary; @@ -99,7 +105,11 @@ public List execute() throws IOException { } } finally { if (null != writer) { - writer.close(); + try { + writer.close(); + }catch (IOException e){ + LOG.error(ExceptionUtil.getErrorMessage(e)); + } } } return distinctValues; diff --git a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java index c6103d9dfa..baf5bcb3e7 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java +++ b/flinkx-clickhouse/flinkx-clickhouse-core/src/main/java/com/dtstack/flinkx/clickhouse/core/ClickhouseUtil.java @@ -37,8 +37,8 @@ public class ClickhouseUtil { public static Connection getConnection(String url, String username, String password) throws SQLException { Properties properties = new Properties(); - properties.put(ClickHouseQueryParam.USER, username); - properties.put(ClickHouseQueryParam.PASSWORD, password); + properties.put(ClickHouseQueryParam.USER.getKey(), username); + properties.put(ClickHouseQueryParam.PASSWORD.getKey(), password); boolean failed = true; Connection conn = null; for (int i = 0; i < MAX_RETRY_TIMES && failed; ++i) { diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml index a77eeddeec..8f1e494eb8 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/pom.xml @@ -88,6 +88,7 @@ + diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java index f394b3cb8c..ec01fc9cd6 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/format/ClickhouseInputFormat.java @@ -25,10 +25,6 @@ import java.io.IOException; import java.sql.Connection; import java.sql.SQLException; -import java.util.ArrayList; -import java.sql.Statement; - -import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; /** * Date: 2019/11/05 diff --git a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/reader/ClickhouseReader.java b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/reader/ClickhouseReader.java index 215ed022c7..51cf3821d4 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/reader/ClickhouseReader.java +++ b/flinkx-clickhouse/flinkx-clickhouse-reader/src/main/java/com/dtstack/flinkx/clickhouse/reader/ClickhouseReader.java @@ -23,7 +23,6 @@ import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; - /** * Date: 2019/11/05 * Company: www.dtstack.com diff --git a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml index ddb84e6148..8427d72b1b 100644 --- a/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml +++ b/flinkx-clickhouse/flinkx-clickhouse-writer/pom.xml @@ -88,6 +88,7 @@ + diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index dae86d7427..fd42d2ca17 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -26,8 +26,8 @@ org.slf4j - slf4j-api - 1.7.20 + slf4j-log4j12 + 1.7.10 @@ -135,6 +135,13 @@ simpleclient 0.5.0 + + + org.apache.curator + curator-test + 2.6.0 + test + diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index 26254f836a..bb67c3ddec 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -18,7 +18,7 @@ package com.dtstack.flinkx; import com.dtstack.flink.api.java.MyLocalStreamEnvironment; -import com.dtstack.flinkx.classloader.ClassLoaderManager; +import com.dtstack.flinkx.classloader.PluginUtil; import com.dtstack.flinkx.config.ContentConfig; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.RestartConfig; @@ -37,7 +37,6 @@ import org.apache.flink.api.common.JobExecutionResult; import org.apache.flink.api.common.restartstrategy.RestartStrategies; import org.apache.flink.api.common.time.Time; -import org.apache.flink.client.program.ContextEnvironment; import org.apache.flink.configuration.Configuration; import org.apache.flink.configuration.GlobalConfiguration; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; @@ -51,12 +50,9 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; -import java.net.URL; import java.net.URLDecoder; -import java.util.ArrayList; import java.util.Map; import java.util.Properties; -import java.util.Set; import java.util.concurrent.TimeUnit; /** @@ -74,9 +70,7 @@ public class Main { public static final String STREAM_READER = "streamreader"; public static final String STREAM_WRITER = "streamwriter"; - private static final String CLASS_FILE_NAME_FMT = "class_path_%d"; - - private static ObjectMapper objectMapper = new ObjectMapper(); + private static final ObjectMapper objectMapper = new ObjectMapper(); public static void main(String[] args) throws Exception { com.dtstack.flinkx.options.Options options = new OptionParser(args).getOptions(); @@ -100,15 +94,15 @@ public static void main(String[] args) throws Exception { config.setPluginRoot(pluginRoot); } + if (StringUtils.isNotEmpty(remotePluginPath)) { + config.setRemotePluginPath(remotePluginPath); + } + Configuration flinkConf = new Configuration(); if (StringUtils.isNotEmpty(options.getFlinkconf())) { flinkConf = GlobalConfiguration.loadConfiguration(options.getFlinkconf()); } - if (StringUtils.isNotEmpty(remotePluginPath)) { - config.setRemotePluginPath(remotePluginPath); - } - StreamExecutionEnvironment env = (StringUtils.isNotBlank(monitor)) ? StreamExecutionEnvironment.getExecutionEnvironment() : new MyLocalStreamEnvironment(flinkConf); @@ -118,9 +112,10 @@ public static void main(String[] args) throws Exception { SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); + PluginUtil.registerPluginUrlToCachedFile(config, env); + env.setParallelism(speedConfig.getChannel()); env.setRestartStrategy(RestartStrategies.noRestart()); - BaseDataReader dataReader = DataReaderFactory.getDataReader(config, env); DataStream dataStream = dataReader.readData(); if(speedConfig.getReaderChannel() > 0){ @@ -133,18 +128,16 @@ public static void main(String[] args) throws Exception { BaseDataWriter dataWriter = DataWriterFactory.getDataWriter(config); DataStreamSink dataStreamSink = dataWriter.writeData(dataStream); - if(speedConfig.getWriterChannel() > 0){ dataStreamSink.setParallelism(speedConfig.getWriterChannel()); } + if(env instanceof MyLocalStreamEnvironment) { if(StringUtils.isNotEmpty(savepointPath)){ ((MyLocalStreamEnvironment) env).setSettings(SavepointRestoreSettings.forPath(savepointPath)); } } - addEnvClassPath(env, ClassLoaderManager.getClassPath()); - JobExecutionResult result = env.execute(jobIdString); if(env instanceof MyLocalStreamEnvironment){ ResultPrintUtil.printResult(result); @@ -211,19 +204,6 @@ private static void speedTest(DataTransferConfig config) { config.getJob().getSetting().getSpeed().setBytes(-1); } - private static void addEnvClassPath(StreamExecutionEnvironment env, Set classPathSet) throws Exception{ - int i = 0; - for(URL url : classPathSet){ - String classFileName = String.format(CLASS_FILE_NAME_FMT, i); - env.registerCachedFile(url.getPath(), classFileName, true); - i++; - } - - if(env instanceof MyLocalStreamEnvironment){ - ((MyLocalStreamEnvironment) env).setClasspaths(new ArrayList<>(classPathSet)); - } - } - private static Properties parseConf(String confStr) throws Exception{ if(StringUtils.isEmpty(confStr)){ return new Properties(); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java index 2c49d1a973..f41b3b65a7 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/classloader/PluginUtil.java @@ -19,16 +19,18 @@ package com.dtstack.flinkx.classloader; -import com.dtstack.flinkx.util.SysUtil; -import org.apache.commons.lang3.StringUtils; +import com.dtstack.flink.api.java.MyLocalStreamEnvironment; +import com.dtstack.flinkx.config.DataTransferConfig; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import java.io.File; -import java.io.FilenameFilter; import java.net.MalformedURLException; import java.net.URL; import java.util.ArrayList; +import java.util.Arrays; import java.util.HashSet; import java.util.List; +import java.util.Objects; import java.util.Set; /** @@ -47,25 +49,28 @@ public class PluginUtil { private static final String JAR_PREFIX = "flinkx"; + private static final String FILE_PREFIX = "file:"; + private static final String SP = File.separator; + private static final String CLASS_FILE_NAME_FMT = "class_path_%d"; + public static Set getJarFileDirPath(String pluginName, String pluginRoot, String remotePluginPath) { Set urlList = new HashSet<>(); - List pathDir = new ArrayList<>(); - - if (pluginRoot != null) { - pathDir.add(new File(pluginRoot + File.separator + pluginName)); - pathDir.add(new File(pluginRoot + File.separator + COMMON_DIR + File.separator)); - } - if (remotePluginPath != null) { - pathDir.add(new File(remotePluginPath + File.separator + pluginName)); - pathDir.add(new File(remotePluginPath + File.separator + COMMON_DIR + File.separator)); - } + String pluginPath = Objects.isNull(remotePluginPath) ? pluginRoot : remotePluginPath; try { - for(File path : pathDir) { - urlList.addAll(SysUtil.findJarsInDir(path)); + String pluginJarPath = pluginRoot + SP + pluginName; + String commonJarPath = pluginRoot + SP + COMMON_DIR; + // 获取jar包名字，构建对应的URL地址 + for (String jarName : getJarNames(new File(pluginJarPath))) { + urlList.add(new URL(FILE_PREFIX + pluginPath + SP + pluginName + SP + jarName)); + } + + // 获取common jar包名字，构建对应的URL地址 + for (String jarName : getJarNames(new File(commonJarPath))) { + urlList.add(new URL(FILE_PREFIX + pluginPath + SP + COMMON_DIR + SP + jarName)); } return urlList; @@ -74,6 +79,19 @@ public static Set getJarFileDirPath(String pluginName, String pluginRoot, S } } + private static List getJarNames(File pluginPath) { + List jarNames = new ArrayList<>(); + if (pluginPath.exists() && pluginPath.isDirectory()) { + File[] jarFiles = pluginPath.listFiles((dir, name) -> + name.toLowerCase().startsWith(JAR_PREFIX) && name.toLowerCase().endsWith(".jar")); + + if (Objects.nonNull(jarFiles) && jarFiles.length > 0) { + Arrays.stream(jarFiles).forEach(item -> jarNames.add(item.getName())); + } + } + return jarNames; + } + public static String getPluginClassName(String pluginName) { String pluginClassName; if (pluginName.toLowerCase().endsWith(READER_SUFFIX)) { @@ -98,4 +116,28 @@ private static String camelize(String pluginName, String suffix) { sb.append(suffix.substring(0, 1).toUpperCase() + suffix.substring(1)); return sb.toString(); } + + public static void registerPluginUrlToCachedFile(DataTransferConfig config, StreamExecutionEnvironment env) { + String readerPluginName = config.getJob().getContent().get(0).getReader().getName(); + Set readerUrlList = PluginUtil.getJarFileDirPath(readerPluginName, config.getPluginRoot(), config.getRemotePluginPath()); + + String writerPluginName = config.getJob().getContent().get(0).getWriter().getName(); + Set writerUrlList = PluginUtil.getJarFileDirPath(writerPluginName, config.getPluginRoot(), config.getRemotePluginPath()); + + Set urlSet = new HashSet<>(); + + urlSet.addAll(readerUrlList); + urlSet.addAll(writerUrlList); + + int i = 0; + for (URL url : urlSet) { + String classFileName = String.format(CLASS_FILE_NAME_FMT, i); + env.registerCachedFile(url.getPath(), classFileName, true); + i++; + } + + if (env instanceof MyLocalStreamEnvironment) { + ((MyLocalStreamEnvironment) env).setClasspaths(new ArrayList<>(urlSet)); + } + } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java index 087c5302bd..a1dabf4557 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/AbstractConfig.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.config; +import com.dtstack.flinkx.util.GsonUtil; import com.google.gson.internal.LinkedTreeMap; import java.io.Serializable; @@ -25,6 +26,7 @@ import java.math.BigInteger; import java.util.HashMap; import java.util.Map; +import java.util.Properties; /** * Abstract Config @@ -129,7 +131,7 @@ public int getIntVal(String key, int defaultValue) { if(ret instanceof BigDecimal) { return ((BigDecimal)ret).intValue(); } - throw new RuntimeException("can't cast " + key + " from " + ret.getClass().getName() + " to Integer"); + throw new RuntimeException(String.format("cant't %s from %s to int, internalMap = %s", key, ret.getClass().getName(), GsonUtil.GSON.toJson(internalMap))); } public long getLongVal(String key, long defaultValue) { @@ -158,7 +160,7 @@ public long getLongVal(String key, long defaultValue) { if(ret instanceof BigDecimal) { return ((BigDecimal)ret).longValue(); } - throw new RuntimeException("can't cast " + key + " from " + ret.getClass().getName() + " to Long"); + throw new RuntimeException(String.format("cant't %s from %s to long, internalMap = %s", key, ret.getClass().getName(), GsonUtil.GSON.toJson(internalMap))); } public double getDoubleVal(String key, double defaultValue) { @@ -187,7 +189,7 @@ public double getDoubleVal(String key, double defaultValue) { if (ret instanceof BigDecimal) { return ((BigDecimal) ret).doubleValue(); } - throw new RuntimeException("can't cast " + key + " from " + ret.getClass().getName() + " to Long"); + throw new RuntimeException(String.format("cant't %s from %s to double, internalMap = %s", key, ret.getClass().getName(), GsonUtil.GSON.toJson(internalMap))); } @@ -199,7 +201,33 @@ public boolean getBooleanVal(String key, boolean defaultValue) { if (ret instanceof Boolean) { return (Boolean) ret; } - throw new RuntimeException("can't cast " + key + " from " + ret.getClass().getName() + " to Long"); + throw new RuntimeException(String.format("cant't %s from %s to boolean, internalMap = %s", key, ret.getClass().getName(), GsonUtil.GSON.toJson(internalMap))); + } + + /** + * 从指定key中获取Properties配置信息 + * @param key + * @param p + * @return + */ + @SuppressWarnings("unchecked") + public Properties getProperties(String key, Properties p ){ + Object ret = internalMap.get(key); + if(p == null){ + p = new Properties(); + } + if (ret == null) { + return p; + } + if(ret instanceof Map){ + Map map = (Map) ret; + for (Map.Entry entry : map.entrySet()) { + p.setProperty(entry.getKey(), String.valueOf(entry.getValue())); + } + return p; + }else{ + throw new RuntimeException(String.format("cant't %s from %s to map, internalMap = %s", key, ret.getClass().getName(), GsonUtil.GSON.toJson(internalMap))); + } } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java index a487a64430..1e31635cda 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/DataTransferConfig.java @@ -83,7 +83,7 @@ private static void checkConfig(DataTransferConfig config) { Preconditions.checkNotNull(config); JobConfig jobConfig = config.getJob(); - Preconditions.checkNotNull(jobConfig, "Must spedify job element"); + Preconditions.checkNotNull(jobConfig, "Must specify job element"); List contentConfig = jobConfig.getContent(); Preconditions.checkNotNull(contentConfig, "Must specify content array"); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/config/ErrorLimitConfig.java b/flinkx-core/src/main/java/com/dtstack/flinkx/config/ErrorLimitConfig.java index a22a816835..9692be0d51 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/config/ErrorLimitConfig.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/config/ErrorLimitConfig.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.config; +import com.dtstack.flinkx.util.ValueUtil; + import java.util.HashMap; import java.util.Map; @@ -57,7 +59,7 @@ public void setRecord(Integer record) { } public Double getPercentage() { - return (Double) getVal(KEY_ERROR_PERCENTAGE_LIMIT); + return ValueUtil.getDoubleVal(getVal(KEY_ERROR_PERCENTAGE_LIMIT)); } public void setPercentage(Double percentage) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConfigConstant.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConfigConstant.java index fb6aead1ab..303dce6cda 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConfigConstant.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConfigConstant.java @@ -15,9 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - - - package com.dtstack.flinkx.constants; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index 02822b8222..b996539e7f 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -27,10 +27,13 @@ public class ConstantValue { public static final String STAR_SYMBOL = "*"; public static final String POINT_SYMBOL = "."; + public static final String TWO_POINT_SYMBOL = ".."; public static final String EQUAL_SYMBOL = "="; + public static final String COLON_SYMBOL = ":"; public static final String SINGLE_QUOTE_MARK_SYMBOL = "'"; public static final String DOUBLE_QUOTE_MARK_SYMBOL = "\""; public static final String COMMA_SYMBOL = ","; + public static final String SEMICOLON_SYMBOL = ";"; public static final String SINGLE_SLASH_SYMBOL = "/"; public static final String DOUBLE_SLASH_SYMBOL = "//"; @@ -38,6 +41,10 @@ public class ConstantValue { public static final String LEFT_PARENTHESIS_SYMBOL = "("; public static final String RIGHT_PARENTHESIS_SYMBOL = ")"; + + public static final String DATA_TYPE_UNSIGNED = "UNSIGNED"; + + public static final String KEY_HTTP = "http"; public static final String PROTOCOL_HTTP = "http://"; @@ -65,5 +72,4 @@ public class ConstantValue { public static final long STORE_SIZE_G = 1024L * 1024 * 1024; public static final long STORE_SIZE_M = 1024L * 1024; - } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java index ce360c6bc0..43f4782796 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/DecodeEnum.java @@ -32,7 +32,7 @@ public enum DecodeEnum { /** * text format */ - PLAIN("plain"); + TEXT("text"); private String name; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java index 40e950413c..1f8112d875 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/JsonDecoder.java @@ -17,7 +17,7 @@ */ package com.dtstack.flinkx.decoder; -import com.fasterxml.jackson.databind.ObjectMapper; +import com.dtstack.flinkx.util.GsonUtil; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -31,15 +31,14 @@ * @author tudou */ public class JsonDecoder implements IDecode { - private static final String KEY_MESSAGE = "message"; private static Logger LOG = LoggerFactory.getLogger(JsonDecoder.class); - private static ObjectMapper objectMapper = new ObjectMapper(); + + private static final String KEY_MESSAGE = "message"; @Override - @SuppressWarnings("unchecked") public Map decode(final String message) { try { - Map event = objectMapper.readValue(message, Map.class); + Map event = GsonUtil.GSON.fromJson(message, GsonUtil.gsonMapTypeToken); if (!event.containsKey(KEY_MESSAGE)) { event.put(KEY_MESSAGE, message); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/TextDecoder.java similarity index 95% rename from flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/decoder/TextDecoder.java index 63771cfd6e..ed963d1d85 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/PlainDecoder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/decoder/TextDecoder.java @@ -26,7 +26,7 @@ * * @author tudou */ -public class PlainDecoder implements IDecode { +public class TextDecoder implements IDecode { @Override public Map decode(final String message) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ColumnType.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ColumnType.java index 31e1272dfd..1291dbd493 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ColumnType.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/ColumnType.java @@ -19,9 +19,11 @@ package com.dtstack.flinkx.enums; import com.dtstack.flinkx.constants.ConstantValue; +import org.apache.commons.lang3.StringUtils; import java.util.Arrays; import java.util.List; +import java.util.Locale; /** * Define standard column type for all the readers or writers that do not @@ -66,6 +68,12 @@ public enum ColumnType { STRING, VARCHAR, VARCHAR2, CHAR, NVARCHAR, TEXT, KEYWORD, BINARY ); + /** + * 根据字段类型的字符串找出对应的枚举 + * 找不到直接报错 IllegalArgumentException + * @param type + * @return + */ public static ColumnType fromString(String type) { if(type == null) { throw new RuntimeException("null ColumnType!"); @@ -75,15 +83,31 @@ public static ColumnType fromString(String type) { type = type.substring(0, type.indexOf(ConstantValue.LEFT_PARENTHESIS_SYMBOL)); } - return valueOf(type.toUpperCase()); + type = type.toUpperCase(Locale.ENGLISH); + //为了支持无符号类型 如 int unsigned + if(StringUtils.contains(type,ConstantValue.DATA_TYPE_UNSIGNED)){ + type = type.replace(ConstantValue.DATA_TYPE_UNSIGNED,"").trim(); + } + return valueOf(type); } + /** + * 根据字段类型的字符串找到对应的枚举 找不到就直接返回ColumnType.STRING; + * @param type + * @return + */ public static ColumnType getType(String type){ + type = type.toUpperCase(Locale.ENGLISH); if(type.contains(ConstantValue.LEFT_PARENTHESIS_SYMBOL)){ type = type.substring(0, type.indexOf(ConstantValue.LEFT_PARENTHESIS_SYMBOL)); } - if(type.toLowerCase().contains(ColumnType.TIMESTAMP.name().toLowerCase())){ + //为了支持无符号类型 如 int unsigned + if(StringUtils.contains(type,ConstantValue.DATA_TYPE_UNSIGNED)){ + type = type.replaceAll(ConstantValue.DATA_TYPE_UNSIGNED,"").trim(); + } + + if(type.contains(ColumnType.TIMESTAMP.name())){ return TIMESTAMP; } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java index 323d49cf0c..a7d40a7ad6 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/EDatabaseType.java @@ -18,8 +18,6 @@ package com.dtstack.flinkx.enums; -import org.apache.commons.net.ftp.FTP; - /** * Database type * @@ -40,7 +38,6 @@ public enum EDatabaseType { MongoDB, Redis, ES, - SapHana, TeraData, /** @@ -56,4 +53,6 @@ public enum EDatabaseType { polarDB, Phoenix, dm, + SapHana, + KingBase } diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/exception/DataSourceException.java similarity index 63% rename from flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java rename to flinkx-core/src/main/java/com/dtstack/flinkx/exception/DataSourceException.java index 7f4c37f576..cf02033a0b 100644 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaInputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/exception/DataSourceException.java @@ -16,26 +16,21 @@ * limitations under the License. */ - -package com.dtstack.flinkx.kafka.reader; - -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; - -import java.io.IOException; -import java.util.Properties; +package com.dtstack.flinkx.exception; /** - * Date: 2019/11/21 - * Company: www.dtstack.com - * - * @author tudou + * 数据源异常类型 */ -public class KafkaInputFormat extends KafkaBaseInputFormat { +public class DataSourceException extends RuntimeException { + private String dataSourceName; + + public DataSourceException(String sourceName, String message, Throwable cause) { + super(message, cause); + this.dataSourceName = sourceName; + } @Override - public void openInputFormat() throws IOException { - super.openInputFormat(); - Properties props = geneConsumerProp(); - consumer = new KafkaConsumer(props); + public String toString() { + return "datasourceName【" + dataSourceName+"】" + super.toString() + "\n" + getCause().toString(); } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java index 431b6be981..885dbbac4b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java @@ -288,7 +288,7 @@ public Row nextRecord(Row row) throws IOException { numReadCounter.add(1); } if(bytesReadCounter!=null){ - bytesReadCounter.add(internalRow.toString().length()); + bytesReadCounter.add(internalRow.toString().getBytes().length); } } @@ -422,4 +422,8 @@ public void setTestConfig(TestConfig testConfig) { public void setDataTransferConfig(DataTransferConfig dataTransferConfig){ this.dataTransferConfig = dataTransferConfig; } + + public DataTransferConfig getDataTransferConfig() { + return dataTransferConfig; + } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormatBuilder.java b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormatBuilder.java index bb0d925f94..38b6fd2690 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormatBuilder.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormatBuilder.java @@ -67,7 +67,10 @@ public void setDataTransferConfig(DataTransferConfig dataTransferConfig){ public BaseRichInputFormat finish() { Preconditions.checkNotNull(format); - checkFormat(); + boolean check = format.getDataTransferConfig().getJob().getContent().get(0).getReader().getParameter().getBooleanVal("check", true); + if(check){ + checkFormat(); + } return format; } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/latch/MetricLatch.java b/flinkx-core/src/main/java/com/dtstack/flinkx/latch/MetricLatch.java index 7a86f3f2c2..d6c57d18ec 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/latch/MetricLatch.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/latch/MetricLatch.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.latch; import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.UrlUtil; import com.google.gson.Gson; import com.google.gson.internal.LinkedTreeMap; @@ -76,10 +77,11 @@ private int getIntMetricVal(String requestUrl) { try(InputStream inputStream = UrlUtil.open(requestUrl)) { try(Reader rd = new InputStreamReader(inputStream, StandardCharsets.UTF_8)) { Map map = gson.fromJson(rd, Map.class); + LOG.info("requestUrl = {}, and return map = {}", requestUrl, GsonUtil.GSON.toJson(map)); List userTaskAccumulators = (List) map.get("user-task-accumulators"); for(LinkedTreeMap accumulator : userTaskAccumulators) { if(metricName != null && metricName.equals(accumulator.get("name"))) { - return Integer.valueOf((String )accumulator.get("value")); + return Integer.parseInt((String )accumulator.get("value")); } } } catch (Exception e) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/BaseMetric.java b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/BaseMetric.java index f7019f3996..942e254f8c 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/BaseMetric.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/metrics/BaseMetric.java @@ -56,7 +56,7 @@ public void addMetric(String metricName, LongCounter counter, boolean meterView) metricCounters.put(metricName, counter); flinkxOutput.gauge(metricName, new SimpleAccumulatorGauge<>(counter)); if (meterView){ - flinkxOutput.meter(metricName + Metrics.SUFFIX_RATE, new SimpleLongCounterMeterView(counter, 60)); + flinkxOutput.meter(metricName + Metrics.SUFFIX_RATE, new SimpleLongCounterMeterView(counter, 20)); } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index 1f379cca2a..68b59e1624 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -82,6 +82,15 @@ public class Options { @OptionRequired(description = "plugin load mode, by classpath or shipfile") private String pluginLoadMode = "shipfile"; + @OptionRequired(description = "kerberos krb5conf") + private String krb5conf ; + + @OptionRequired(description = "kerberos keytabPath") + private String keytab ; + + @OptionRequired(description = "kerberos principal") + private String principal ; + @OptionRequired(description = "applicationId on yarn cluster") private String appId; @@ -248,6 +257,30 @@ public void setP(String p) { this.p = p; } + public String getKrb5conf() { + return krb5conf; + } + + public void setKrb5conf(String krb5conf) { + this.krb5conf = krb5conf; + } + + public String getKeytab() { + return keytab; + } + + public void setKeytab(String keytab) { + this.keytab = keytab; + } + + public String getPrincipal() { + return principal; + } + + public void setPrincipal(String principal) { + this.principal = principal; + } + @Override public String toString() { return "Options{" + @@ -268,7 +301,9 @@ public String toString() { ", pluginLoadMode='" + pluginLoadMode + '\'' + ", appId='" + appId + '\'' + ", remotePluginPath='" + remotePluginPath + '\'' + - ", flinkConfiguration=" + flinkConfiguration + + ", krb5conf='" + krb5conf + '\'' + + ", keytab='" + keytab + '\'' + + ", principal='" + principal + '\'' + '}'; } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java index f9735c0ab3..e2ba4b7266 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseFileOutputFormat.java @@ -106,7 +106,7 @@ protected void openInternal(int taskNumber, int numTasks) throws IOException { nextBlock(); } - private void initPath(){ + protected void initPath(){ if(StringUtils.isNotBlank(fileName)) { outputFilePath = path + SP + fileName; } else { @@ -122,7 +122,7 @@ private void initPath(){ taskNumber, currentBlockFileNamePrefix, tmpPath, finishedPath); } - private void initFileIndex() { + protected void initFileIndex() { if (null != formatState && formatState.getFileIndex() > -1) { blockIndex = formatState.getFileIndex() + 1; } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java index ac91a879fa..239ec59e86 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java @@ -29,27 +29,29 @@ import com.dtstack.flinkx.metrics.BaseMetric; import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.UrlUtil; import com.dtstack.flinkx.writer.DirtyDataManager; import com.dtstack.flinkx.writer.ErrorLimiter; -import com.google.gson.JsonObject; -import com.google.gson.JsonParser; +import com.google.gson.reflect.TypeToken; import org.apache.commons.lang3.StringUtils; import org.apache.flink.api.common.accumulators.LongCounter; import org.apache.flink.api.common.io.CleanupWhenUnsuccessful; import org.apache.flink.configuration.Configuration; -import org.apache.http.impl.client.CloseableHttpClient; -import org.apache.http.impl.client.HttpClientBuilder; import org.apache.flink.streaming.api.operators.StreamingRuntimeContext; import org.apache.flink.types.Row; +import org.apache.http.impl.client.CloseableHttpClient; +import org.apache.http.impl.client.HttpClientBuilder; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.IOException; import java.util.ArrayList; import java.util.Arrays; +import java.util.HashMap; import java.util.List; import java.util.Map; +import java.util.Objects; import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_FORMAT_TRANSFORM; import static com.dtstack.flinkx.writer.WriteErrorTypes.ERR_NULL_POINTER; @@ -452,7 +454,7 @@ public void writeRecord(Row row) throws IOException { updateDuration(); if(bytesWriteCounter!=null){ - bytesWriteCounter.add(row.toString().length()); + bytesWriteCounter.add(row.toString().getBytes().length); } } @@ -541,20 +543,26 @@ protected String getTaskState() throws IOException{ return RUNNING_STATE; } - String taskState; + String taskState = null; CloseableHttpClient httpClient = HttpClientBuilder.create().build(); - String monitors = String.format("%s/jobs/%s", monitorUrl, jobId); + String monitors = String.format("%s/jobs/overview", monitorUrl); LOG.info("Monitor url:{}", monitors); - JsonParser parser = new JsonParser(); int retryNumber = 5; for (int i = 0; i < retryNumber; i++) { try{ String response = UrlUtil.get(httpClient, monitors); LOG.info("response:{}", response); - - JsonObject obj = parser.parse(response).getAsJsonObject(); - taskState = obj.get("state").getAsString(); + HashMap>> map = GsonUtil.GSON.fromJson(response, new TypeToken>>>() {}.getType()); + List> list = map.get("jobs"); + + for (HashMap hashMap : list) { + String jid = (String)hashMap.get("jid"); + if(Objects.equals(jid, jobId)){ + taskState = (String) hashMap.get("state"); + break; + } + } LOG.info("Job state is:{}", taskState); if(taskState != null){ diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java index 197903dd83..dfd9e07929 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/BaseDataReader.java @@ -28,8 +28,8 @@ import org.apache.flink.api.common.typeinfo.TypeInformation; import org.apache.flink.api.java.typeutils.TypeExtractor; import org.apache.flink.streaming.api.datastream.DataStream; -import com.dtstack.flinkx.streaming.api.functions.source.DtInputFormatSourceFunction; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import com.dtstack.flinkx.streaming.api.functions.source.DtInputFormatSourceFunction; import org.apache.flink.types.Row; import org.apache.flink.util.Preconditions; import com.fasterxml.jackson.databind.ObjectMapper; @@ -92,7 +92,6 @@ public void setSrcCols(List srcCols) { protected BaseDataReader(DataTransferConfig config, StreamExecutionEnvironment env) { this.env = env; this.dataTransferConfig = config; - this.numPartitions = config.getJob().getSetting().getSpeed().getChannel(); this.numPartitions = Math.max(config.getJob().getSetting().getSpeed().getChannel(), config.getJob().getSetting().getSpeed().getReaderChannel()); this.bytes = config.getJob().getSetting().getSpeed().getBytes(); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReaderFactory.java b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReaderFactory.java index 69ea028371..6104bc0c4b 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReaderFactory.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/reader/DataReaderFactory.java @@ -22,7 +22,6 @@ import com.dtstack.flinkx.classloader.PluginUtil; import com.dtstack.flinkx.config.DataTransferConfig; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; - import java.lang.reflect.Constructor; import java.net.URL; import java.util.Set; @@ -42,7 +41,7 @@ public static BaseDataReader getDataReader(DataTransferConfig config, StreamExec try { String pluginName = config.getJob().getContent().get(0).getReader().getName(); String pluginClassName = PluginUtil.getPluginClassName(pluginName); - Set urlList = PluginUtil.getJarFileDirPath(pluginName, config.getPluginRoot(), config.getRemotePluginPath()); + Set urlList = PluginUtil.getJarFileDirPath(pluginName, config.getPluginRoot(), null); return ClassLoaderManager.newInstance(urlList, cl -> { Class clazz = cl.loadClass(pluginClassName); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/streaming/api/functions/source/DtInputFormatSourceFunction.java b/flinkx-core/src/main/java/com/dtstack/flinkx/streaming/api/functions/source/DtInputFormatSourceFunction.java index fd476f923d..537e4e1cd9 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/streaming/api/functions/source/DtInputFormatSourceFunction.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/streaming/api/functions/source/DtInputFormatSourceFunction.java @@ -20,6 +20,7 @@ import com.dtstack.flinkx.config.RestoreConfig; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.restore.FormatState; +import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.flink.annotation.Internal; import org.apache.flink.api.common.io.InputFormat; import org.apache.flink.api.common.io.RichInputFormat; @@ -110,6 +111,7 @@ public void open(Configuration parameters) throws Exception { @Override public void run(SourceContext ctx) throws Exception { + Exception tryException = null; try { Counter completedSplitsCounter = getRuntimeContext().getMetricGroup().counter("numSplitsProcessed"); @@ -146,12 +148,27 @@ public void run(SourceContext ctx) throws Exception { isRunning = splitIterator.hasNext(); } } + } catch (Exception exception){ + tryException = exception; } finally { - format.close(); - if (format instanceof RichInputFormat) { - ((RichInputFormat) format).closeInputFormat(); - } isRunning = false; + try { + format.close(); + if (format instanceof RichInputFormat) { + ((RichInputFormat) format).closeInputFormat(); + } + }catch (Exception finallyException){ + if(null != tryException){ + LOG.error(ExceptionUtil.getErrorMessage(finallyException)); + tryException.addSuppressed(finallyException); + throw tryException; + }else { + throw finallyException; + } + } + if(null != tryException) { + throw tryException; + } } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java index f53592c342..919a515ecd 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java @@ -28,11 +28,6 @@ import java.util.HashMap; import java.util.Map; import java.util.TimeZone; -import java.util.Calendar; -import java.util.Date; -import java.util.HashMap; -import java.util.Map; -import java.util.TimeZone; import java.util.regex.Pattern; /** diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java index 10152a122d..7283371b20 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/FileSystemUtil.java @@ -69,8 +69,9 @@ public static void setHadoopUserName(Configuration conf){ } try { - String ticketCachePath = conf.get("hadoop.security.kerberos.ticket.cache.path"); - UserGroupInformation ugi = UserGroupInformation.getBestUGI(ticketCachePath, hadoopUserName); + String previousUserName = UserGroupInformation.getLoginUser().getUserName(); + LOG.info("Hadoop user from '{}' switch to '{}' with SIMPLE auth", previousUserName, hadoopUserName); + UserGroupInformation ugi = UserGroupInformation.createRemoteUser(hadoopUserName); UserGroupInformation.setLoginUser(ugi); } catch (Exception e) { LOG.warn("Set hadoop user name error:", e); @@ -87,7 +88,6 @@ public static boolean isOpenKerberos(Map hadoopConfig){ private static FileSystem getFsWithKerberos(Map hadoopConfig, String defaultFs) throws Exception{ UserGroupInformation ugi = getUGI(hadoopConfig, defaultFs); - UserGroupInformation.setLoginUser(ugi); return ugi.doAs(new PrivilegedAction() { @Override @@ -110,7 +110,6 @@ public static UserGroupInformation getUGI(Map hadoopConfig, Stri KerberosUtil.refreshConfig(); UserGroupInformation ugi = KerberosUtil.loginAndReturnUgi(getConfiguration(hadoopConfig, defaultFs), principal, keytabFileName); - UserGroupInformation.setLoginUser(ugi); return ugi; } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java index 9824c6c7df..47a41a150e 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java @@ -51,6 +51,7 @@ public class GsonUtil { @SuppressWarnings("unchecked") private static Gson getGson() { GSON = new GsonBuilder() + .disableHtmlEscaping() .setPrettyPrinting() .create(); try { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java index 2e912373a7..5c603d46c1 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/JsonModifyUtil.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.util; +import com.dtstack.flinkx.constants.ConstantValue; import org.apache.commons.lang3.StringUtils; import java.util.HashMap; @@ -41,9 +42,9 @@ public static String JsonValueReplace(String json, HashMap param */ public static HashMap CommandTransform(String command) { HashMap parameter = new HashMap<>(); - String[] split = StringUtils.split(command, ","); + String[] split = StringUtils.split(command, ConstantValue.COMMA_SYMBOL); for (String item : split) { - String[] temp = item.split("="); + String[] temp = item.split(ConstantValue.EQUAL_SYMBOL); parameter.put(temp[0], temp[1]); } return parameter; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/MapUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/MapUtil.java index 7fef2a4543..73916facec 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/MapUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/MapUtil.java @@ -2,6 +2,7 @@ import com.fasterxml.jackson.core.JsonGenerationException; import com.fasterxml.jackson.core.JsonParseException; +import com.fasterxml.jackson.core.JsonProcessingException; import com.fasterxml.jackson.databind.JsonMappingException; import com.google.gson.internal.LinkedHashTreeMap; import com.google.gson.internal.LinkedTreeMap; @@ -55,4 +56,9 @@ public static Map objectToMap(Object obj) throws Exception{ public static T jsonStrToObject(String jsonStr, Class clazz) throws JsonParseException, JsonMappingException, JsonGenerationException, IOException { return objectMapper.readValue(jsonStr, clazz); } + + public static String writeValueAsString(Object obj) throws JsonProcessingException { + return objectMapper.writeValueAsString(obj); + } + } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RangeSplitUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RangeSplitUtil.java index ef25d54718..9492aef130 100755 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RangeSplitUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RangeSplitUtil.java @@ -19,6 +19,9 @@ package com.dtstack.flinkx.util; import java.math.BigInteger; +import java.util.ArrayList; +import java.util.Collections; +import java.util.List; /** * Range Split Utilities @@ -89,4 +92,49 @@ public static BigInteger[] doBigIntegerSplit(BigInteger left, BigInteger right, return result; } } + + /** + * 分隔数组 根据段数分段 + * 多出部分在最后一个数组 + * 不够的最后为空数组 + * + * @param data 被分隔的数组 + * @param segments 需要分隔的段数 + * @return + */ + @SuppressWarnings("unchecked") + public static List> subListBySegment(List data, int segments) { + List> result = new ArrayList<>(); + // 数据长度 + int size = data.size(); + // segments == 0 ，不需要分隔 + if (size > 0 && segments > 0) { + // 每段List + List cutList; + if(size <= segments){ + for (int i = 0; i < segments; i++) { + if(i < size){ + cutList = Collections.singletonList(data.get(i)); + }else{ + cutList = Collections.EMPTY_LIST; + } + result.add(cutList); + } + }else{ + // 每段数量 + int count = size / segments; + for (int i = 0; i < segments; i++) { + if (i == segments - 1) { + cutList = new ArrayList<>(data.subList(count * i, size)); + } else { + cutList = new ArrayList<>(data.subList(count * i, count * (i + 1))); + } + result.add(cutList); + } + } + } else { + result.add(data); + } + return result; + } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java index 0737a14a61..7d795819b8 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/RetryUtil.java @@ -48,15 +48,14 @@ public final class RetryUtil { public static T executeWithRetry(Callable callable, int retryTimes, long sleepTimeInMilliSecond, - boolean exponential) throws Exception { + boolean exponential){ Retry retry = new Retry(); return retry.doRetry(callable, retryTimes, sleepTimeInMilliSecond, exponential, null); } private static class Retry { - public T doRetry(Callable callable, int retryTimes, long sleepTimeInMilliSecond, boolean exponential, List> retryExceptionClasss) - throws Exception { + public T doRetry(Callable callable, int retryTimes, long sleepTimeInMilliSecond, boolean exponential, List> retryExceptionClasss){ if (null == callable) { throw new IllegalArgumentException("系统编程错误, 入参callable不能为空 ! "); @@ -86,7 +85,7 @@ public T doRetry(Callable callable, int retryTimes, long sleepTimeInMilli } } if (!needRetry) { - throw saveException; + throw new RuntimeException(saveException); } } @@ -114,12 +113,12 @@ public T doRetry(Callable callable, int retryTimes, long sleepTimeInMilli long realTimeSleep = System.currentTimeMillis()-startTime; LOG.error(String.format("Exception when calling callable, 即将尝试执行第%s次重试.本次重试计划等待[%s]ms,实际等待[%s]ms, 异常Msg:[%s]", - i+1, timeToSleep,realTimeSleep, e.getMessage())); + i+1, timeToSleep,realTimeSleep, ExceptionUtil.getErrorMessage(e))); } } } - throw saveException; + throw new RuntimeException(saveException); } protected T call(Callable callable) throws Exception { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java index 7fd10f9df9..473e2816a0 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java @@ -201,12 +201,12 @@ public static String col2string(Object column, String type) { public static String row2string(Row row, List columnTypes, String delimiter) throws WriteRecordException { // convert row to string - int size = row.getArity(); + int cnt = row.getArity(); StringBuilder sb = new StringBuilder(128); int i = 0; try { - for (; i < size; ++i) { + for (; i < cnt; ++i) { if (i != 0) { sb.append(delimiter); } @@ -219,9 +219,9 @@ public static String row2string(Row row, List columnTypes, String delimi sb.append(col2string(column, columnTypes.get(i))); } - } catch(Exception e) { + } catch(Exception ex) { String msg = "StringUtil.row2string error: when converting field[" + i + "] in Row(" + row + ")"; - throw new WriteRecordException(msg, e, i, row); + throw new WriteRecordException(msg, ex, i, row); } return sb.toString(); @@ -301,22 +301,6 @@ public static List splitIgnoreQuota(String str, char delimiter){ return tokensList; } - /** - * 调用{@linkplain com.dtstack.flinkx.util.StringUtil}的splitIgnoreQuota处理 并对返回结果按照.拼接 - * @param table [dbo.schema1].[table] - * @return dbo.schema1.table - */ - public static String splitIgnoreQuotaAndJoinByPoint(String table) { - List strings = StringUtil.splitIgnoreQuota(table, ConstantValue.POINT_SYMBOL.charAt(0)); - StringBuffer stringBuffer = new StringBuffer(64); - for(int i =0 ;i strings = StringUtil.splitIgnoreQuota(table, ConstantValue.POINT_SYMBOL.charAt(0)); + StringBuffer stringBuffer = new StringBuffer(64); + for(int i =0; i < strings.size(); i++){ + stringBuffer.append(strings.get(i)); + if(i != strings.size()-1){ + stringBuffer.append(ConstantValue.POINT_SYMBOL); + } + } + return stringBuffer.toString(); + } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ZkHelper.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ZkHelper.java new file mode 100644 index 0000000000..c8f80392d4 --- /dev/null +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ZkHelper.java @@ -0,0 +1,94 @@ +package com.dtstack.flinkx.util; + +import org.apache.commons.lang.exception.ExceptionUtils; +import org.apache.zookeeper.ZooKeeper; +import org.apache.zookeeper.data.Stat; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.IOException; +import java.util.List; + +/** + * ZooKeeper Util类 + * @author kunni@dtstack.com + */ +public class ZkHelper { + + private static final Logger LOG = LoggerFactory.getLogger(ZkHelper.class); + + public static final int DEFAULT_TIMEOUT = 5000; + + public static final String APPEND_PATH = "/table"; + + public static final String DEFAULT_PATH = "/hbase"; + + private ZkHelper(){} + + /** + * @param hosts ip和端口 + * @param timeOut 创建超时时间 + */ + public static ZooKeeper createZkClient(String hosts, int timeOut) { + try { + LOG.info("try to create zookeeper client... "); + return new ZooKeeper(hosts, timeOut, null, true); + }catch (IOException e){ + LOG.error("create zookeeper client failed. error {} ", ExceptionUtil.getErrorMessage(e)); + return null; + } + } + + /** + * 获取某个节点的创建时间 + * @param zooKeeper zookeeper + * @param path 节点路径 + * @return 创建时间 + */ + public static long getCreateTime(ZooKeeper zooKeeper, String path) { + Stat stat = new Stat(); + if(zooKeeper != null){ + try{ + zooKeeper.getData(path, null, stat); + return stat.getCtime(); + }catch (Exception e){ + LOG.error("failed to get create time of {}, {}", path, ExceptionUtil.getErrorMessage(e)); + return 0L; + } + }else { + return 0L; + } + } + + /** + * 获取某个目录下的所有子节点 + * @param zooKeeper zookeeper + * @param path 目录 + * @return 子节点路径名集合 + */ + public static List getChildren(ZooKeeper zooKeeper, String path) { + if(zooKeeper != null){ + try{ + return zooKeeper.getChildren(path,false); + }catch (Exception e){ + LOG.error("failed to get children, path :{}, {} ",path, ExceptionUtil.getErrorMessage(e)); + return null; + } + + }else { + return null; + } + + } + + public static void closeZooKeeper(ZooKeeper zooKeeper) { + if (zooKeeper != null) { + try { + zooKeeper.close(); + } catch (InterruptedException e) { + LOG.error(ExceptionUtils.getMessage(e)); + } + } + } + +} diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DataWriterFactory.java b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DataWriterFactory.java index 4558aee1a0..36e8d2ede7 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DataWriterFactory.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/DataWriterFactory.java @@ -40,7 +40,7 @@ public static BaseDataWriter getDataWriter(DataTransferConfig config) { try { String pluginName = config.getJob().getContent().get(0).getWriter().getName(); String pluginClassName = PluginUtil.getPluginClassName(pluginName); - Set urlList = PluginUtil.getJarFileDirPath(pluginName, config.getPluginRoot(), config.getRemotePluginPath()); + Set urlList = PluginUtil.getJarFileDirPath(pluginName, config.getPluginRoot(), null); return ClassLoaderManager.newInstance(urlList, cl -> { Class clazz = cl.loadClass(pluginClassName); diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java index 189f198a15..1d2f7d9ae8 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/writer/ErrorLimiter.java @@ -29,8 +29,7 @@ * Company: www.dtstack.com * @author huyifan.zju@163.com */ -public class -ErrorLimiter { +public class ErrorLimiter { private final Integer maxErrors; private final Double maxErrorRatio; diff --git a/flinkx-core/src/main/java/org/apache/flink/api/java/ExecutionEnvironment.java b/flinkx-core/src/main/java/org/apache/flink/api/java/ExecutionEnvironment.java deleted file mode 100644 index fb7435c175..0000000000 --- a/flinkx-core/src/main/java/org/apache/flink/api/java/ExecutionEnvironment.java +++ /dev/null @@ -1,1278 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.api.java; - -import org.apache.flink.annotation.Internal; -import org.apache.flink.annotation.Public; -import org.apache.flink.annotation.PublicEvolving; -import org.apache.flink.api.common.ExecutionConfig; -import org.apache.flink.api.common.InvalidProgramException; -import org.apache.flink.api.common.JobExecutionResult; -import org.apache.flink.api.common.JobID; -import org.apache.flink.api.common.Plan; -import org.apache.flink.api.common.cache.DistributedCache.DistributedCacheEntry; -import org.apache.flink.api.common.io.FileInputFormat; -import org.apache.flink.api.common.io.InputFormat; -import org.apache.flink.api.common.operators.OperatorInformation; -import org.apache.flink.api.common.restartstrategy.RestartStrategies; -import org.apache.flink.api.common.typeinfo.BasicTypeInfo; -import org.apache.flink.api.common.typeinfo.TypeInformation; -import org.apache.flink.api.java.io.CollectionInputFormat; -import org.apache.flink.api.java.io.CsvReader; -import org.apache.flink.api.java.io.IteratorInputFormat; -import org.apache.flink.api.java.io.ParallelIteratorInputFormat; -import org.apache.flink.api.java.io.PrimitiveInputFormat; -import org.apache.flink.api.java.io.TextInputFormat; -import org.apache.flink.api.java.io.TextValueInputFormat; -import org.apache.flink.api.java.operators.DataSink; -import org.apache.flink.api.java.operators.DataSource; -import org.apache.flink.api.java.operators.Operator; -import org.apache.flink.api.java.operators.OperatorTranslation; -import org.apache.flink.api.java.tuple.Tuple2; -import org.apache.flink.api.java.typeutils.PojoTypeInfo; -import org.apache.flink.api.java.typeutils.ResultTypeQueryable; -import org.apache.flink.api.java.typeutils.TypeExtractor; -import org.apache.flink.api.java.typeutils.ValueTypeInfo; -import org.apache.flink.api.java.typeutils.runtime.kryo.Serializers; -import org.apache.flink.configuration.ConfigConstants; -import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.RestOptions; -import org.apache.flink.core.fs.Path; -import org.apache.flink.types.StringValue; -import org.apache.flink.util.NumberSequenceIterator; -import org.apache.flink.util.Preconditions; -import org.apache.flink.util.SplittableIterator; -import org.apache.flink.util.Visitor; - -import com.esotericsoftware.kryo.Serializer; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.io.IOException; -import java.io.Serializable; -import java.util.ArrayList; -import java.util.Arrays; -import java.util.Calendar; -import java.util.Collection; -import java.util.HashSet; -import java.util.Iterator; -import java.util.List; -import java.util.Set; - -import static org.apache.flink.util.Preconditions.checkNotNull; - -/** - * The ExecutionEnvironment is the context in which a program is executed. A - * {@link LocalEnvironment} will cause execution in the current JVM, a - * {@link RemoteEnvironment} will cause execution on a remote setup. - * - *

The environment provides methods to control the job execution (such as setting the parallelism) - * and to interact with the outside world (data access). - * - *

Please note that the execution environment needs strong type information for the input and return types - * of all operations that are executed. This means that the environments needs to know that the return - * value of an operation is for example a Tuple of String and Integer. - * Because the Java compiler throws much of the generic type information away, most methods attempt to re- - * obtain that information using reflection. In certain cases, it may be necessary to manually supply that - * information to some of the methods. - * - * @see LocalEnvironment - * @see RemoteEnvironment - */ -@Public -public abstract class ExecutionEnvironment { - - /** The logger used by the environment and its subclasses. */ - protected static final Logger LOG = LoggerFactory.getLogger(ExecutionEnvironment.class); - - /** The environment of the context (local by default, cluster if invoked through command line). */ - private static ThreadLocal contextEnvironmentFactory = new ThreadLocal<>(); - - /** The default parallelism used by local environments. */ - private static int defaultLocalDop = Runtime.getRuntime().availableProcessors(); - - // -------------------------------------------------------------------------------------------- - - private final List> sinks = new ArrayList<>(); - - private final List> cacheFile = new ArrayList<>(); - - private final ExecutionConfig config = new ExecutionConfig(); - - /** Result from the latest execution, to make it retrievable when using eager execution methods. */ - protected JobExecutionResult lastJobExecutionResult; - - /** The ID of the session, defined by this execution environment. Sessions and Jobs are same in - * Flink, as Jobs can consist of multiple parts that are attached to the growing dataflow graph. */ - protected JobID jobID; - - /** The session timeout in seconds. */ - protected long sessionTimeout; - - /** Flag to indicate whether sinks have been cleared in previous executions. */ - private boolean wasExecuted = false; - - /** - * Creates a new Execution Environment. - */ - protected ExecutionEnvironment() { - jobID = JobID.generate(); - } - - // -------------------------------------------------------------------------------------------- - // Properties - // -------------------------------------------------------------------------------------------- - - /** - * Gets the config object that defines execution parameters. - * - * @return The environment's execution configuration. - */ - public ExecutionConfig getConfig() { - return config; - } - - /** - * Gets the parallelism with which operation are executed by default. Operations can - * individually override this value to use a specific parallelism via - * {@link Operator#setParallelism(int)}. Other operations may need to run with a different - * parallelism - for example calling - * {@link DataSet#reduce(org.apache.flink.api.common.functions.ReduceFunction)} over the entire - * set will insert eventually an operation that runs non-parallel (parallelism of one). - * - * @return The parallelism used by operations, unless they override that value. This method - * returns {@link ExecutionConfig#PARALLELISM_DEFAULT}, if the environment's default parallelism should be used. - */ - public int getParallelism() { - return config.getParallelism(); - } - - /** - * Sets the parallelism for operations executed through this environment. - * Setting a parallelism of x here will cause all operators (such as join, map, reduce) to run with - * x parallel instances. - * - *

This method overrides the default parallelism for this environment. - * The {@link LocalEnvironment} uses by default a value equal to the number of hardware - * contexts (CPU cores / threads). When executing the program via the command line client - * from a JAR file, the default parallelism is the one configured for that setup. - * - * @param parallelism The parallelism - */ - public void setParallelism(int parallelism) { - config.setParallelism(parallelism); - } - - /** - * Sets the restart strategy configuration. The configuration specifies which restart strategy - * will be used for the execution graph in case of a restart. - * - * @param restartStrategyConfiguration Restart strategy configuration to be set - */ - @PublicEvolving - public void setRestartStrategy(RestartStrategies.RestartStrategyConfiguration restartStrategyConfiguration) { - config.setRestartStrategy(restartStrategyConfiguration); - } - - /** - * Returns the specified restart strategy configuration. - * - * @return The restart strategy configuration to be used - */ - @PublicEvolving - public RestartStrategies.RestartStrategyConfiguration getRestartStrategy() { - return config.getRestartStrategy(); - } - - /** - * Sets the number of times that failed tasks are re-executed. A value of zero - * effectively disables fault tolerance. A value of {@code -1} indicates that the system - * default value (as defined in the configuration) should be used. - * - * @param numberOfExecutionRetries The number of times the system will try to re-execute failed tasks. - * - * @deprecated This method will be replaced by {@link #setRestartStrategy}. The - * {@link RestartStrategies.FixedDelayRestartStrategyConfiguration} contains the number of - * execution retries. - */ - @Deprecated - @PublicEvolving - public void setNumberOfExecutionRetries(int numberOfExecutionRetries) { - config.setNumberOfExecutionRetries(numberOfExecutionRetries); - } - - /** - * Gets the number of times the system will try to re-execute failed tasks. A value - * of {@code -1} indicates that the system default value (as defined in the configuration) - * should be used. - * - * @return The number of times the system will try to re-execute failed tasks. - * - * @deprecated This method will be replaced by {@link #getRestartStrategy}. The - * {@link RestartStrategies.FixedDelayRestartStrategyConfiguration} contains the number of - * execution retries. - */ - @Deprecated - @PublicEvolving - public int getNumberOfExecutionRetries() { - return config.getNumberOfExecutionRetries(); - } - - /** - * Returns the {@link org.apache.flink.api.common.JobExecutionResult} of the last executed job. - * - * @return The execution result from the latest job execution. - */ - public JobExecutionResult getLastJobExecutionResult(){ - return this.lastJobExecutionResult; - } - - // -------------------------------------------------------------------------------------------- - // Session Management - // -------------------------------------------------------------------------------------------- - - /** - * Gets the JobID by which this environment is identified. The JobID sets the execution context - * in the cluster or local environment. - * - * @return The JobID of this environment. - * @see #getIdString() - */ - @PublicEvolving - public JobID getId() { - return this.jobID; - } - - /** - * Gets the JobID by which this environment is identified, as a string. - * - * @return The JobID as a string. - * @see #getId() - */ - @PublicEvolving - public String getIdString() { - return this.jobID.toString(); - } - - /** - * Sets the session timeout to hold the intermediate results of a job. This only - * applies the updated timeout in future executions. - * - * @param timeout The timeout, in seconds. - */ - @PublicEvolving - public void setSessionTimeout(long timeout) { - throw new IllegalStateException("Support for sessions is currently disabled. " + - "It will be enabled in future Flink versions."); - // Session management is disabled, revert this commit to enable - //if (timeout < 0) { - // throw new IllegalArgumentException("The session timeout must not be less than zero."); - //} - //this.sessionTimeout = timeout; - } - - /** - * Gets the session timeout for this environment. The session timeout defines for how long - * after an execution, the job and its intermediate results will be kept for future - * interactions. - * - * @return The session timeout, in seconds. - */ - @PublicEvolving - public long getSessionTimeout() { - return sessionTimeout; - } - - /** - * Starts a new session, discarding the previous data flow and all of its intermediate results. - */ - @PublicEvolving - public abstract void startNewSession() throws Exception; - - // -------------------------------------------------------------------------------------------- - // Registry for types and serializers - // -------------------------------------------------------------------------------------------- - - /** - * Adds a new Kryo default serializer to the Runtime. - * - *

Note that the serializer instance must be serializable (as defined by java.io.Serializable), - * because it may be distributed to the worker nodes by java serialization. - * - * @param type The class of the types serialized with the given serializer. - * @param serializer The serializer to use. - */ - public & Serializable>void addDefaultKryoSerializer(Class type, T serializer) { - config.addDefaultKryoSerializer(type, serializer); - } - - /** - * Adds a new Kryo default serializer to the Runtime. - * - * @param type The class of the types serialized with the given serializer. - * @param serializerClass The class of the serializer to use. - */ - public void addDefaultKryoSerializer(Class type, Class> serializerClass) { - config.addDefaultKryoSerializer(type, serializerClass); - } - - /** - * Registers the given type with a Kryo Serializer. - * - *

Note that the serializer instance must be serializable (as defined by java.io.Serializable), - * because it may be distributed to the worker nodes by java serialization. - * - * @param type The class of the types serialized with the given serializer. - * @param serializer The serializer to use. - */ - public & Serializable>void registerTypeWithKryoSerializer(Class type, T serializer) { - config.registerTypeWithKryoSerializer(type, serializer); - } - - /** - * Registers the given Serializer via its class as a serializer for the given type at the KryoSerializer. - * - * @param type The class of the types serialized with the given serializer. - * @param serializerClass The class of the serializer to use. - */ - public void registerTypeWithKryoSerializer(Class type, Class> serializerClass) { - config.registerTypeWithKryoSerializer(type, serializerClass); - } - - /** - * Registers the given type with the serialization stack. If the type is eventually - * serialized as a POJO, then the type is registered with the POJO serializer. If the - * type ends up being serialized with Kryo, then it will be registered at Kryo to make - * sure that only tags are written. - * - * @param type The class of the type to register. - */ - public void registerType(Class type) { - if (type == null) { - throw new NullPointerException("Cannot register null type class."); - } - - TypeInformation typeInfo = TypeExtractor.createTypeInfo(type); - - if (typeInfo instanceof PojoTypeInfo) { - config.registerPojoType(type); - } else { - config.registerKryoType(type); - } - } - - // -------------------------------------------------------------------------------------------- - // Data set creations - // -------------------------------------------------------------------------------------------- - - // ---------------------------------- Text Input Format --------------------------------------- - - /** - * Creates a {@link DataSet} that represents the Strings produced by reading the given file line wise. - * The file will be read with the UTF-8 character set. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @return A {@link DataSet} that represents the data read from the given file as text lines. - */ - public DataSource readTextFile(String filePath) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - return new DataSource<>(this, new TextInputFormat(new Path(filePath)), BasicTypeInfo.STRING_TYPE_INFO, Utils.getCallLocationName()); - } - - /** - * Creates a {@link DataSet} that represents the Strings produced by reading the given file line wise. - * The {@link java.nio.charset.Charset} with the given name will be used to read the files. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @param charsetName The name of the character set used to read the file. - * @return A {@link DataSet} that represents the data read from the given file as text lines. - */ - public DataSource readTextFile(String filePath, String charsetName) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - TextInputFormat format = new TextInputFormat(new Path(filePath)); - format.setCharsetName(charsetName); - return new DataSource<>(this, format, BasicTypeInfo.STRING_TYPE_INFO, Utils.getCallLocationName()); - } - - // -------------------------- Text Input Format With String Value------------------------------ - - /** - * Creates a {@link DataSet} that represents the Strings produced by reading the given file line wise. - * This method is similar to {@link #readTextFile(String)}, but it produces a DataSet with mutable - * {@link StringValue} objects, rather than Java Strings. StringValues can be used to tune implementations - * to be less object and garbage collection heavy. - * - *

The file will be read with the UTF-8 character set. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @return A {@link DataSet} that represents the data read from the given file as text lines. - */ - public DataSource readTextFileWithValue(String filePath) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - return new DataSource<>(this, new TextValueInputFormat(new Path(filePath)), new ValueTypeInfo<>(StringValue.class), Utils.getCallLocationName()); - } - - /** - * Creates a {@link DataSet} that represents the Strings produced by reading the given file line wise. - * This method is similar to {@link #readTextFile(String, String)}, but it produces a DataSet with mutable - * {@link StringValue} objects, rather than Java Strings. StringValues can be used to tune implementations - * to be less object and garbage collection heavy. - * - *

The {@link java.nio.charset.Charset} with the given name will be used to read the files. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @param charsetName The name of the character set used to read the file. - * @param skipInvalidLines A flag to indicate whether to skip lines that cannot be read with the given character set. - * - * @return A DataSet that represents the data read from the given file as text lines. - */ - public DataSource readTextFileWithValue(String filePath, String charsetName, boolean skipInvalidLines) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - TextValueInputFormat format = new TextValueInputFormat(new Path(filePath)); - format.setCharsetName(charsetName); - format.setSkipInvalidLines(skipInvalidLines); - return new DataSource<>(this, format, new ValueTypeInfo<>(StringValue.class), Utils.getCallLocationName()); - } - - // ----------------------------------- Primitive Input Format --------------------------------------- - - /** - * Creates a {@link DataSet} that represents the primitive type produced by reading the given file line wise. - * This method is similar to {@link #readCsvFile(String)} with single field, but it produces a DataSet not through - * {@link org.apache.flink.api.java.tuple.Tuple1}. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @param typeClass The primitive type class to be read. - * @return A {@link DataSet} that represents the data read from the given file as primitive type. - */ - public DataSource readFileOfPrimitives(String filePath, Class typeClass) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - return new DataSource<>(this, new PrimitiveInputFormat<>(new Path(filePath), typeClass), TypeExtractor.getForClass(typeClass), Utils.getCallLocationName()); - } - - /** - * Creates a {@link DataSet} that represents the primitive type produced by reading the given file in delimited way. - * This method is similar to {@link #readCsvFile(String)} with single field, but it produces a DataSet not through - * {@link org.apache.flink.api.java.tuple.Tuple1}. - * - * @param filePath The path of the file, as a URI (e.g., "file:///some/local/file" or "hdfs://host:port/file/path"). - * @param delimiter The delimiter of the given file. - * @param typeClass The primitive type class to be read. - * @return A {@link DataSet} that represents the data read from the given file as primitive type. - */ - public DataSource readFileOfPrimitives(String filePath, String delimiter, Class typeClass) { - Preconditions.checkNotNull(filePath, "The file path may not be null."); - - return new DataSource<>(this, new PrimitiveInputFormat<>(new Path(filePath), delimiter, typeClass), TypeExtractor.getForClass(typeClass), Utils.getCallLocationName()); - } - - // ----------------------------------- CSV Input Format --------------------------------------- - - /** - * Creates a CSV reader to read a comma separated value (CSV) file. The reader has options to - * define parameters and field types and will eventually produce the DataSet that corresponds to - * the read and parsed CSV input. - * - * @param filePath The path of the CSV file. - * @return A CsvReader that can be used to configure the CSV input. - */ - public CsvReader readCsvFile(String filePath) { - return new CsvReader(filePath, this); - } - - // ------------------------------------ File Input Format ----------------------------------------- - - public DataSource readFile(FileInputFormat inputFormat, String filePath) { - if (inputFormat == null) { - throw new IllegalArgumentException("InputFormat must not be null."); - } - if (filePath == null) { - throw new IllegalArgumentException("The file path must not be null."); - } - - inputFormat.setFilePath(new Path(filePath)); - try { - return createInput(inputFormat, TypeExtractor.getInputFormatTypes(inputFormat)); - } - catch (Exception e) { - throw new InvalidProgramException("The type returned by the input format could not be automatically determined. " + - "Please specify the TypeInformation of the produced type explicitly by using the " + - "'createInput(InputFormat, TypeInformation)' method instead."); - } - } - - // ----------------------------------- Generic Input Format --------------------------------------- - - /** - * Generic method to create an input {@link DataSet} with in {@link InputFormat}. The DataSet will not be - * immediately created - instead, this method returns a DataSet that will be lazily created from - * the input format once the program is executed. - * - *

Since all data sets need specific information about their types, this method needs to determine - * the type of the data produced by the input format. It will attempt to determine the data type - * by reflection, unless the input format implements the {@link ResultTypeQueryable} interface. - * In the latter case, this method will invoke the {@link ResultTypeQueryable#getProducedType()} - * method to determine data type produced by the input format. - * - * @param inputFormat The input format used to create the data set. - * @return A {@link DataSet} that represents the data created by the input format. - * - * @see #createInput(InputFormat, TypeInformation) - */ - public DataSource createInput(InputFormat inputFormat) { - if (inputFormat == null) { - throw new IllegalArgumentException("InputFormat must not be null."); - } - - try { - return createInput(inputFormat, TypeExtractor.getInputFormatTypes(inputFormat)); - } - catch (Exception e) { - throw new InvalidProgramException("The type returned by the input format could not be automatically determined. " + - "Please specify the TypeInformation of the produced type explicitly by using the " + - "'createInput(InputFormat, TypeInformation)' method instead.", e); - } - } - - /** - * Generic method to create an input DataSet with in {@link InputFormat}. The {@link DataSet} will not be - * immediately created - instead, this method returns a {@link DataSet} that will be lazily created from - * the input format once the program is executed. - * - *

The {@link DataSet} is typed to the given TypeInformation. This method is intended for input formats that - * where the return type cannot be determined by reflection analysis, and that do not implement the - * {@link ResultTypeQueryable} interface. - * - * @param inputFormat The input format used to create the data set. - * @return A {@link DataSet} that represents the data created by the input format. - * - * @see #createInput(InputFormat) - */ - public DataSource createInput(InputFormat inputFormat, TypeInformation producedType) { - if (inputFormat == null) { - throw new IllegalArgumentException("InputFormat must not be null."); - } - - if (producedType == null) { - throw new IllegalArgumentException("Produced type information must not be null."); - } - - return new DataSource<>(this, inputFormat, producedType, Utils.getCallLocationName()); - } - - // ----------------------------------- Collection --------------------------------------- - - /** - * Creates a DataSet from the given non-empty collection. The type of the data set is that - * of the elements in the collection. - * - *

The framework will try and determine the exact type from the collection elements. - * In case of generic elements, it may be necessary to manually supply the type information - * via {@link #fromCollection(Collection, TypeInformation)}. - * - *

Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param data The collection of elements to create the data set from. - * @return A DataSet representing the given collection. - * - * @see #fromCollection(Collection, TypeInformation) - */ - public DataSource fromCollection(Collection data) { - if (data == null) { - throw new IllegalArgumentException("The data must not be null."); - } - if (data.size() == 0) { - throw new IllegalArgumentException("The size of the collection must not be empty."); - } - - X firstValue = data.iterator().next(); - - TypeInformation type = TypeExtractor.getForObject(firstValue); - CollectionInputFormat.checkCollection(data, type.getTypeClass()); - return new DataSource<>(this, new CollectionInputFormat<>(data, type.createSerializer(config)), type, Utils.getCallLocationName()); - } - - /** - * Creates a DataSet from the given non-empty collection. Note that this operation will result - * in a non-parallel data source, i.e. a data source with a parallelism of one. - * - *

The returned DataSet is typed to the given TypeInformation. - * - * @param data The collection of elements to create the data set from. - * @param type The TypeInformation for the produced data set. - * @return A DataSet representing the given collection. - * - * @see #fromCollection(Collection) - */ - public DataSource fromCollection(Collection data, TypeInformation type) { - return fromCollection(data, type, Utils.getCallLocationName()); - } - - private DataSource fromCollection(Collection data, TypeInformation type, String callLocationName) { - CollectionInputFormat.checkCollection(data, type.getTypeClass()); - return new DataSource<>(this, new CollectionInputFormat<>(data, type.createSerializer(config)), type, callLocationName); - } - - /** - * Creates a DataSet from the given iterator. Because the iterator will remain unmodified until - * the actual execution happens, the type of data returned by the iterator must be given - * explicitly in the form of the type class (this is due to the fact that the Java compiler - * erases the generic type information). - * - *

Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param data The collection of elements to create the data set from. - * @param type The class of the data produced by the iterator. Must not be a generic class. - * @return A DataSet representing the elements in the iterator. - * - * @see #fromCollection(Iterator, TypeInformation) - */ - public DataSource fromCollection(Iterator data, Class type) { - return fromCollection(data, TypeExtractor.getForClass(type)); - } - - /** - * Creates a DataSet from the given iterator. Because the iterator will remain unmodified until - * the actual execution happens, the type of data returned by the iterator must be given - * explicitly in the form of the type information. This method is useful for cases where the type - * is generic. In that case, the type class (as given in {@link #fromCollection(Iterator, Class)} - * does not supply all type information. - * - *

Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param data The collection of elements to create the data set from. - * @param type The TypeInformation for the produced data set. - * @return A DataSet representing the elements in the iterator. - * - * @see #fromCollection(Iterator, Class) - */ - public DataSource fromCollection(Iterator data, TypeInformation type) { - return new DataSource<>(this, new IteratorInputFormat<>(data), type, Utils.getCallLocationName()); - } - - /** - * Creates a new data set that contains the given elements. The elements must all be of the same type, - * for example, all of the {@link String} or {@link Integer}. The sequence of elements must not be empty. - * - *

The framework will try and determine the exact type from the collection elements. - * In case of generic elements, it may be necessary to manually supply the type information - * via {@link #fromCollection(Collection, TypeInformation)}. - * - *

Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param data The elements to make up the data set. - * @return A DataSet representing the given list of elements. - */ - @SafeVarargs - public final DataSource fromElements(X... data) { - if (data == null) { - throw new IllegalArgumentException("The data must not be null."); - } - if (data.length == 0) { - throw new IllegalArgumentException("The number of elements must not be zero."); - } - - TypeInformation typeInfo; - try { - typeInfo = TypeExtractor.getForObject(data[0]); - } - catch (Exception e) { - throw new RuntimeException("Could not create TypeInformation for type " + data[0].getClass().getName() - + "; please specify the TypeInformation manually via " - + "ExecutionEnvironment#fromElements(Collection, TypeInformation)", e); - } - - return fromCollection(Arrays.asList(data), typeInfo, Utils.getCallLocationName()); - } - - /** - * Creates a new data set that contains the given elements. The framework will determine the type according to the - * based type user supplied. The elements should be the same or be the subclass to the based type. - * The sequence of elements must not be empty. - * Note that this operation will result in a non-parallel data source, i.e. a data source with - * a parallelism of one. - * - * @param type The base class type for every element in the collection. - * @param data The elements to make up the data set. - * @return A DataSet representing the given list of elements. - */ - @SafeVarargs - public final DataSource fromElements(Class type, X... data) { - if (data == null) { - throw new IllegalArgumentException("The data must not be null."); - } - if (data.length == 0) { - throw new IllegalArgumentException("The number of elements must not be zero."); - } - - TypeInformation typeInfo; - try { - typeInfo = TypeExtractor.getForClass(type); - } - catch (Exception e) { - throw new RuntimeException("Could not create TypeInformation for type " + type.getName() - + "; please specify the TypeInformation manually via " - + "ExecutionEnvironment#fromElements(Collection, TypeInformation)", e); - } - - return fromCollection(Arrays.asList(data), typeInfo, Utils.getCallLocationName()); - } - - /** - * Creates a new data set that contains elements in the iterator. The iterator is splittable, allowing the - * framework to create a parallel data source that returns the elements in the iterator. - * - *

Because the iterator will remain unmodified until the actual execution happens, the type of data - * returned by the iterator must be given explicitly in the form of the type class (this is due to the - * fact that the Java compiler erases the generic type information). - * - * @param iterator The iterator that produces the elements of the data set. - * @param type The class of the data produced by the iterator. Must not be a generic class. - * @return A DataSet representing the elements in the iterator. - * - * @see #fromParallelCollection(SplittableIterator, TypeInformation) - */ - public DataSource fromParallelCollection(SplittableIterator iterator, Class type) { - return fromParallelCollection(iterator, TypeExtractor.getForClass(type)); - } - - /** - * Creates a new data set that contains elements in the iterator. The iterator is splittable, allowing the - * framework to create a parallel data source that returns the elements in the iterator. - * - *

Because the iterator will remain unmodified until the actual execution happens, the type of data - * returned by the iterator must be given explicitly in the form of the type information. - * This method is useful for cases where the type is generic. In that case, the type class - * (as given in {@link #fromParallelCollection(SplittableIterator, Class)} does not supply all type information. - * - * @param iterator The iterator that produces the elements of the data set. - * @param type The TypeInformation for the produced data set. - * @return A DataSet representing the elements in the iterator. - * - * @see #fromParallelCollection(SplittableIterator, Class) - */ - public DataSource fromParallelCollection(SplittableIterator iterator, TypeInformation type) { - return fromParallelCollection(iterator, type, Utils.getCallLocationName()); - } - - // private helper for passing different call location names - private DataSource fromParallelCollection(SplittableIterator iterator, TypeInformation type, String callLocationName) { - return new DataSource<>(this, new ParallelIteratorInputFormat<>(iterator), type, callLocationName); - } - - /** - * Creates a new data set that contains a sequence of numbers. The data set will be created in parallel, - * so there is no guarantee about the order of the elements. - * - * @param from The number to start at (inclusive). - * @param to The number to stop at (inclusive). - * @return A DataSet, containing all number in the {@code [from, to]} interval. - */ - public DataSource generateSequence(long from, long to) { - return fromParallelCollection(new NumberSequenceIterator(from, to), BasicTypeInfo.LONG_TYPE_INFO, Utils.getCallLocationName()); - } - - // -------------------------------------------------------------------------------------------- - // Executing - // -------------------------------------------------------------------------------------------- - - /** - * Triggers the program execution. The environment will execute all parts of the program that have - * resulted in a "sink" operation. Sink operations are for example printing results ({@link DataSet#print()}, - * writing results (e.g. {@link DataSet#writeAsText(String)}, - * {@link DataSet#write(org.apache.flink.api.common.io.FileOutputFormat, String)}, or other generic - * data sinks created with {@link DataSet#output(org.apache.flink.api.common.io.OutputFormat)}. - * - *

The program execution will be logged and displayed with a generated default name. - * - * @return The result of the job execution, containing elapsed time and accumulators. - * @throws Exception Thrown, if the program executions fails. - */ - public JobExecutionResult execute() throws Exception { - return execute(getDefaultName()); - } - - /** - * Triggers the program execution. The environment will execute all parts of the program that have - * resulted in a "sink" operation. Sink operations are for example printing results ({@link DataSet#print()}, - * writing results (e.g. {@link DataSet#writeAsText(String)}, - * {@link DataSet#write(org.apache.flink.api.common.io.FileOutputFormat, String)}, or other generic - * data sinks created with {@link DataSet#output(org.apache.flink.api.common.io.OutputFormat)}. - * - *

The program execution will be logged and displayed with the given job name. - * - * @return The result of the job execution, containing elapsed time and accumulators. - * @throws Exception Thrown, if the program executions fails. - */ - public abstract JobExecutionResult execute(String jobName) throws Exception; - - /** - * Creates the plan with which the system will execute the program, and returns it as - * a String using a JSON representation of the execution data flow graph. - * Note that this needs to be called, before the plan is executed. - * - * @return The execution plan of the program, as a JSON String. - * @throws Exception Thrown, if the compiler could not be instantiated, or the master could not - * be contacted to retrieve information relevant to the execution planning. - */ - public abstract String getExecutionPlan() throws Exception; - - /** - * Registers a file at the distributed cache under the given name. The file will be accessible - * from any user-defined function in the (distributed) runtime under a local path. Files - * may be local files (which will be distributed via BlobServer), or files in a distributed file system. - * The runtime will copy the files temporarily to a local cache, if needed. - * - *

The {@link org.apache.flink.api.common.functions.RuntimeContext} can be obtained inside UDFs via - * {@link org.apache.flink.api.common.functions.RichFunction#getRuntimeContext()} and provides access - * {@link org.apache.flink.api.common.cache.DistributedCache} via - * {@link org.apache.flink.api.common.functions.RuntimeContext#getDistributedCache()}. - * - * @param filePath The path of the file, as a URI (e.g. "file:///some/path" or "hdfs://host:port/and/path") - * @param name The name under which the file is registered. - */ - public void registerCachedFile(String filePath, String name){ - registerCachedFile(filePath, name, false); - } - - /** - * Registers a file at the distributed cache under the given name. The file will be accessible - * from any user-defined function in the (distributed) runtime under a local path. Files - * may be local files (which will be distributed via BlobServer), or files in a distributed file system. - * The runtime will copy the files temporarily to a local cache, if needed. - * - *

The {@link org.apache.flink.api.common.functions.RuntimeContext} can be obtained inside UDFs via - * {@link org.apache.flink.api.common.functions.RichFunction#getRuntimeContext()} and provides access - * {@link org.apache.flink.api.common.cache.DistributedCache} via - * {@link org.apache.flink.api.common.functions.RuntimeContext#getDistributedCache()}. - * - * @param filePath The path of the file, as a URI (e.g. "file:///some/path" or "hdfs://host:port/and/path") - * @param name The name under which the file is registered. - * @param executable flag indicating whether the file should be executable - */ - public void registerCachedFile(String filePath, String name, boolean executable){ - this.cacheFile.add(new Tuple2<>(name, new DistributedCacheEntry(filePath, executable))); - } - - /** - * Registers all files that were registered at this execution environment's cache registry of the - * given plan's cache registry. - * - * @param p The plan to register files at. - * @throws IOException Thrown if checks for existence and sanity fail. - */ - protected void registerCachedFilesWithPlan(Plan p) throws IOException { - for (Tuple2 entry : cacheFile) { - p.registerCachedFile(entry.f0, entry.f1); - } - } - - /** - * Creates the program's {@link Plan}. The plan is a description of all data sources, data sinks, - * and operations and how they interact, as an isolated unit that can be executed with a - * {@link org.apache.flink.api.common.PlanExecutor}. Obtaining a plan and starting it with an - * executor is an alternative way to run a program and is only possible if the program consists - * only of distributed operations. - * This automatically starts a new stage of execution. - * - * @return The program's plan. - */ - @Internal - public Plan createProgramPlan() { - return createProgramPlan(null); - } - - /** - * Creates the program's {@link Plan}. The plan is a description of all data sources, data sinks, - * and operations and how they interact, as an isolated unit that can be executed with a - * {@link org.apache.flink.api.common.PlanExecutor}. Obtaining a plan and starting it with an - * executor is an alternative way to run a program and is only possible if the program consists - * only of distributed operations. - * This automatically starts a new stage of execution. - * - * @param jobName The name attached to the plan (displayed in logs and monitoring). - * @return The program's plan. - */ - @Internal - public Plan createProgramPlan(String jobName) { - return createProgramPlan(jobName, true); - } - - /** - * Creates the program's {@link Plan}. The plan is a description of all data sources, data sinks, - * and operations and how they interact, as an isolated unit that can be executed with a - * {@link org.apache.flink.api.common.PlanExecutor}. Obtaining a plan and starting it with an - * executor is an alternative way to run a program and is only possible if the program consists - * only of distributed operations. - * - * @param jobName The name attached to the plan (displayed in logs and monitoring). - * @param clearSinks Whether or not to start a new stage of execution. - * @return The program's plan. - */ - @Internal - public Plan createProgramPlan(String jobName, boolean clearSinks) { - if (this.sinks.isEmpty()) { - if (wasExecuted) { - throw new RuntimeException("No new data sinks have been defined since the " + - "last execution. The last execution refers to the latest call to " + - "'execute()', 'count()', 'collect()', or 'print()'."); - } else { - throw new RuntimeException("No data sinks have been created yet. " + - "A program needs at least one sink that consumes data. " + - "Examples are writing the data set or printing it."); - } - } - - if (jobName == null) { - jobName = getDefaultName(); - } - - OperatorTranslation translator = new OperatorTranslation(); - Plan plan = translator.translateToPlan(this.sinks, jobName); - - if (getParallelism() > 0) { - plan.setDefaultParallelism(getParallelism()); - } - plan.setExecutionConfig(getConfig()); - - // Check plan for GenericTypeInfo's and register the types at the serializers. - if (!config.isAutoTypeRegistrationDisabled()) { - plan.accept(new Visitor>() { - - private final Set> registeredTypes = new HashSet<>(); - private final Set> visitedOperators = new HashSet<>(); - - @Override - public boolean preVisit(org.apache.flink.api.common.operators.Operator visitable) { - if (!visitedOperators.add(visitable)) { - return false; - } - OperatorInformation opInfo = visitable.getOperatorInfo(); - Serializers.recursivelyRegisterType(opInfo.getOutputType(), config, registeredTypes); - return true; - } - - @Override - public void postVisit(org.apache.flink.api.common.operators.Operator visitable) {} - }); - } - - try { - registerCachedFilesWithPlan(plan); - } catch (Exception e) { - throw new RuntimeException("Error while registering cached files: " + e.getMessage(), e); - } - - // clear all the sinks such that the next execution does not redo everything - if (clearSinks) { - this.sinks.clear(); - wasExecuted = true; - } - - // All types are registered now. Print information. - int registeredTypes = config.getRegisteredKryoTypes().size() + - config.getRegisteredPojoTypes().size() + - config.getRegisteredTypesWithKryoSerializerClasses().size() + - config.getRegisteredTypesWithKryoSerializers().size(); - int defaultKryoSerializers = config.getDefaultKryoSerializers().size() + - config.getDefaultKryoSerializerClasses().size(); - LOG.info("The job has {} registered types and {} default Kryo serializers", registeredTypes, defaultKryoSerializers); - - if (config.isForceKryoEnabled() && config.isForceAvroEnabled()) { - LOG.warn("In the ExecutionConfig, both Avro and Kryo are enforced. Using Kryo serializer"); - } - if (config.isForceKryoEnabled()) { - LOG.info("Using KryoSerializer for serializing POJOs"); - } - if (config.isForceAvroEnabled()) { - LOG.info("Using AvroSerializer for serializing POJOs"); - } - - if (LOG.isDebugEnabled()) { - LOG.debug("Registered Kryo types: {}", config.getRegisteredKryoTypes().toString()); - LOG.debug("Registered Kryo with Serializers types: {}", config.getRegisteredTypesWithKryoSerializers().entrySet().toString()); - LOG.debug("Registered Kryo with Serializer Classes types: {}", config.getRegisteredTypesWithKryoSerializerClasses().entrySet().toString()); - LOG.debug("Registered Kryo default Serializers: {}", config.getDefaultKryoSerializers().entrySet().toString()); - LOG.debug("Registered Kryo default Serializers Classes {}", config.getDefaultKryoSerializerClasses().entrySet().toString()); - LOG.debug("Registered POJO types: {}", config.getRegisteredPojoTypes().toString()); - - // print information about static code analysis - LOG.debug("Static code analysis mode: {}", config.getCodeAnalysisMode()); - } - - return plan; - } - - /** - * Adds the given sink to this environment. Only sinks that have been added will be executed once - * the {@link #execute()} or {@link #execute(String)} method is called. - * - * @param sink The sink to add for execution. - */ - @Internal - void registerDataSink(DataSink sink) { - this.sinks.add(sink); - } - - /** - * Gets a default job name, based on the timestamp when this method is invoked. - * - * @return A default job name. - */ - private static String getDefaultName() { - return "Flink Java Job at " + Calendar.getInstance().getTime(); - } - - // -------------------------------------------------------------------------------------------- - // Instantiation of Execution Contexts - // -------------------------------------------------------------------------------------------- - - /** - * Creates an execution environment that represents the context in which the program is currently executed. - * If the program is invoked standalone, this method returns a local execution environment, as returned by - * {@link #createLocalEnvironment()}. If the program is invoked from within the command line client to be - * submitted to a cluster, this method returns the execution environment of this cluster. - * - * @return The execution environment of the context in which the program is executed. - */ - public static ExecutionEnvironment getExecutionEnvironment() { - return contextEnvironmentFactory == null ? - createLocalEnvironment() : contextEnvironmentFactory.get().createExecutionEnvironment(); - } - - /** - * Creates a {@link CollectionEnvironment} that uses Java Collections underneath. This will execute in a - * single thread in the current JVM. It is very fast but will fail if the data does not fit into - * memory. parallelism will always be 1. This is useful during implementation and for debugging. - * @return A Collection Environment - */ - @PublicEvolving - public static CollectionEnvironment createCollectionsEnvironment(){ - CollectionEnvironment ce = new CollectionEnvironment(); - ce.setParallelism(1); - return ce; - } - - /** - * Creates a {@link LocalEnvironment}. The local execution environment will run the program in a - * multi-threaded fashion in the same JVM as the environment was created in. The default - * parallelism of the local environment is the number of hardware contexts (CPU cores / threads), - * unless it was specified differently by {@link #setDefaultLocalParallelism(int)}. - * - * @return A local execution environment. - */ - public static LocalEnvironment createLocalEnvironment() { - return createLocalEnvironment(defaultLocalDop); - } - - /** - * Creates a {@link LocalEnvironment}. The local execution environment will run the program in a - * multi-threaded fashion in the same JVM as the environment was created in. It will use the - * parallelism specified in the parameter. - * - * @param parallelism The parallelism for the local environment. - * @return A local execution environment with the specified parallelism. - */ - public static LocalEnvironment createLocalEnvironment(int parallelism) { - return createLocalEnvironment(new Configuration(), parallelism); - } - - /** - * Creates a {@link LocalEnvironment}. The local execution environment will run the program in a - * multi-threaded fashion in the same JVM as the environment was created in. It will use the - * parallelism specified in the parameter. - * - * @param customConfiguration Pass a custom configuration to the LocalEnvironment. - * @return A local execution environment with the specified parallelism. - */ - public static LocalEnvironment createLocalEnvironment(Configuration customConfiguration) { - return createLocalEnvironment(customConfiguration, -1); - } - - /** - * Creates a {@link LocalEnvironment} for local program execution that also starts the - * web monitoring UI. - * - *

The local execution environment will run the program in a multi-threaded fashion in - * the same JVM as the environment was created in. It will use the parallelism specified in the - * parameter. - * - *

If the configuration key 'rest.port' was set in the configuration, that particular - * port will be used for the web UI. Otherwise, the default port (8081) will be used. - */ - @PublicEvolving - public static ExecutionEnvironment createLocalEnvironmentWithWebUI(Configuration conf) { - checkNotNull(conf, "conf"); - - conf.setBoolean(ConfigConstants.LOCAL_START_WEBSERVER, true); - - if (!conf.contains(RestOptions.PORT)) { - // explicitly set this option so that it's not set to 0 later - conf.setInteger(RestOptions.PORT, RestOptions.PORT.defaultValue()); - } - - return createLocalEnvironment(conf, -1); - } - - /** - * Creates a {@link LocalEnvironment} which is used for executing Flink jobs. - * - * @param configuration to start the {@link LocalEnvironment} with - * @param defaultParallelism to initialize the {@link LocalEnvironment} with - * @return {@link LocalEnvironment} - */ - private static LocalEnvironment createLocalEnvironment(Configuration configuration, int defaultParallelism) { - final LocalEnvironment localEnvironment = new LocalEnvironment(configuration); - - if (defaultParallelism > 0) { - localEnvironment.setParallelism(defaultParallelism); - } - - return localEnvironment; - } - - /** - * Creates a {@link RemoteEnvironment}. The remote environment sends (parts of) the program - * to a cluster for execution. Note that all file paths used in the program must be accessible from the - * cluster. The execution will use the cluster's default parallelism, unless the parallelism is - * set explicitly via {@link ExecutionEnvironment#setParallelism(int)}. - * - * @param host The host name or address of the master (JobManager), where the program should be executed. - * @param port The port of the master (JobManager), where the program should be executed. - * @param jarFiles The JAR files with code that needs to be shipped to the cluster. If the program uses - * user-defined functions, user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static ExecutionEnvironment createRemoteEnvironment(String host, int port, String... jarFiles) { - return new RemoteEnvironment(host, port, jarFiles); - } - - /** - * Creates a {@link RemoteEnvironment}. The remote environment sends (parts of) the program - * to a cluster for execution. Note that all file paths used in the program must be accessible from the - * cluster. The custom configuration file is used to configure Akka specific configuration parameters - * for the Client only; Program parallelism can be set via {@link ExecutionEnvironment#setParallelism(int)}. - * - *

Cluster configuration has to be done in the remotely running Flink instance. - * - * @param host The host name or address of the master (JobManager), where the program should be executed. - * @param port The port of the master (JobManager), where the program should be executed. - * @param clientConfiguration Configuration used by the client that connects to the cluster. - * @param jarFiles The JAR files with code that needs to be shipped to the cluster. If the program uses - * user-defined functions, user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static ExecutionEnvironment createRemoteEnvironment( - String host, int port, Configuration clientConfiguration, String... jarFiles) { - return new RemoteEnvironment(host, port, clientConfiguration, jarFiles, null); - } - - /** - * Creates a {@link RemoteEnvironment}. The remote environment sends (parts of) the program - * to a cluster for execution. Note that all file paths used in the program must be accessible from the - * cluster. The execution will use the specified parallelism. - * - * @param host The host name or address of the master (JobManager), where the program should be executed. - * @param port The port of the master (JobManager), where the program should be executed. - * @param parallelism The parallelism to use during the execution. - * @param jarFiles The JAR files with code that needs to be shipped to the cluster. If the program uses - * user-defined functions, user-defined input formats, or any libraries, those must be - * provided in the JAR files. - * @return A remote environment that executes the program on a cluster. - */ - public static ExecutionEnvironment createRemoteEnvironment(String host, int port, int parallelism, String... jarFiles) { - RemoteEnvironment rec = new RemoteEnvironment(host, port, jarFiles); - rec.setParallelism(parallelism); - return rec; - } - - // -------------------------------------------------------------------------------------------- - // Default parallelism for local execution - // -------------------------------------------------------------------------------------------- - - /** - * Gets the default parallelism that will be used for the local execution environment created by - * {@link #createLocalEnvironment()}. - * - * @return The default local parallelism - */ - public static int getDefaultLocalParallelism() { - return defaultLocalDop; - } - - /** - * Sets the default parallelism that will be used for the local execution environment created by - * {@link #createLocalEnvironment()}. - * - * @param parallelism The parallelism to use as the default local parallelism. - */ - public static void setDefaultLocalParallelism(int parallelism) { - defaultLocalDop = parallelism; - } - - // -------------------------------------------------------------------------------------------- - // Methods to control the context environment and creation of explicit environments other - // than the context environment - // -------------------------------------------------------------------------------------------- - - /** - * Sets a context environment factory, that creates the context environment for running programs - * with pre-configured environments. Examples are running programs from the command line, and - * running programs in the Scala shell. - * - *

When the context environment factory is set, no other environments can be explicitly used. - * - * @param ctx The context environment factory. - */ - protected static void initializeContextEnvironment(ExecutionEnvironmentFactory ctx) { - contextEnvironmentFactory.set(Preconditions.checkNotNull(ctx)); - } - - /** - * Un-sets the context environment factory. After this method is called, the call to - * {@link #getExecutionEnvironment()} will again return a default local execution environment, and - * it is possible to explicitly instantiate the LocalEnvironment and the RemoteEnvironment. - */ - protected static void resetContextEnvironment() { - contextEnvironmentFactory.remove(); - } - - /** - * Checks whether it is currently permitted to explicitly instantiate a LocalEnvironment - * or a RemoteEnvironment. - * - * @return True, if it is possible to explicitly instantiate a LocalEnvironment or a - * RemoteEnvironment, false otherwise. - */ - @Internal - public static boolean areExplicitEnvironmentsAllowed() { - return contextEnvironmentFactory.get() == null; - } -} diff --git a/flinkx-core/src/test/java/com/dtstack/flinkx/util/ZkHelperTest.java b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ZkHelperTest.java new file mode 100644 index 0000000000..a32ed68c30 --- /dev/null +++ b/flinkx-core/src/test/java/com/dtstack/flinkx/util/ZkHelperTest.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.util; + +import org.apache.curator.framework.CuratorFramework; +import org.apache.curator.framework.CuratorFrameworkFactory; +import org.apache.curator.retry.ExponentialBackoffRetry; +import org.apache.curator.test.TestingServer; +import org.apache.zookeeper.CreateMode; +import org.apache.zookeeper.ZooKeeper; +import org.junit.After; +import org.junit.Assert; +import org.junit.Before; +import org.junit.Test; + +import java.io.IOException; +import java.util.List; + +public class ZkHelperTest { + + private static TestingServer server; + + private static CuratorFramework client; + + private static ZooKeeper zooKeeper; + + @Before + public void createZkServer() throws Exception { + server = new TestingServer(2181, true); + server.start(); + client = CuratorFrameworkFactory.builder() + .connectString("localhost:2181") + .connectionTimeoutMs(5000) + .retryPolicy(new ExponentialBackoffRetry(1000,3)) + .build(); + client.start(); + client.create().creatingParentsIfNeeded().withMode(CreateMode.EPHEMERAL).forPath("/hbase/table/test1", "init".getBytes()); + client.create().creatingParentsIfNeeded().withMode(CreateMode.EPHEMERAL).forPath("/hbase/table/test2", "init".getBytes()); + + zooKeeper = ZkHelper.createZkClient("localhost:2181", ZkHelper.DEFAULT_TIMEOUT); + } + + @Test + public void testCreateSingleZkClient(){ + Assert.assertNotNull(zooKeeper); + } + + @Test + public void testGetChildren() { + List list = ZkHelper.getChildren(zooKeeper, "/hbase/table"); + Assert.assertNotNull(list); + Assert.assertEquals(2, list.size()); + } + + @Test + public void testGetCreateTime(){ + Assert.assertNotEquals(ZkHelper.getCreateTime(zooKeeper, "/hbase/table/test1"), 0L); + } + + + @After + public void closeZkServer() throws IOException { + ZkHelper.closeZooKeeper(zooKeeper); + client.close(); + server.close(); + } + +} diff --git a/flinkx-db2/flinkx-db2-reader/pom.xml b/flinkx-db2/flinkx-db2-reader/pom.xml index 37e16d9a6c..fe6415dab9 100644 --- a/flinkx-db2/flinkx-db2-reader/pom.xml +++ b/flinkx-db2/flinkx-db2-reader/pom.xml @@ -94,6 +94,7 @@ + diff --git a/flinkx-db2/flinkx-db2-writer/pom.xml b/flinkx-db2/flinkx-db2-writer/pom.xml index 3ed4b0b54a..a01e3ee391 100644 --- a/flinkx-db2/flinkx-db2-writer/pom.xml +++ b/flinkx-db2/flinkx-db2-writer/pom.xml @@ -94,6 +94,7 @@ + diff --git a/flinkx-dm/flinkx-dm-reader/pom.xml b/flinkx-dm/flinkx-dm-reader/pom.xml index 16bc404e6e..2aec50182f 100644 --- a/flinkx-dm/flinkx-dm-reader/pom.xml +++ b/flinkx-dm/flinkx-dm-reader/pom.xml @@ -94,6 +94,7 @@ + diff --git a/flinkx-dm/flinkx-dm-writer/pom.xml b/flinkx-dm/flinkx-dm-writer/pom.xml index 7830ae0871..d1061ba007 100644 --- a/flinkx-dm/flinkx-dm-writer/pom.xml +++ b/flinkx-dm/flinkx-dm-writer/pom.xml @@ -94,6 +94,7 @@ + diff --git a/flinkx-emqx/flinkx-emqx-reader/pom.xml b/flinkx-emqx/flinkx-emqx-reader/pom.xml index ff644d64c0..1db1b443de 100644 --- a/flinkx-emqx/flinkx-emqx-reader/pom.xml +++ b/flinkx-emqx/flinkx-emqx-reader/pom.xml @@ -86,6 +86,7 @@ + diff --git a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java index 7e92921dcc..6dc2bea7d6 100644 --- a/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java +++ b/flinkx-emqx/flinkx-emqx-reader/src/main/java/com/dtstack/flinkx/emqx/format/EmqxInputFormat.java @@ -19,7 +19,7 @@ import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.decoder.JsonDecoder; -import com.dtstack.flinkx.decoder.PlainDecoder; +import com.dtstack.flinkx.decoder.TextDecoder; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang3.StringUtils; @@ -70,7 +70,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if (DEFAULT_CODEC.equals(codec)) { decode = new JsonDecoder(); } else { - decode = new PlainDecoder(); + decode = new TextDecoder(); } try { diff --git a/flinkx-emqx/flinkx-emqx-writer/pom.xml b/flinkx-emqx/flinkx-emqx-writer/pom.xml index d0be154b1a..68ddb5ac70 100644 --- a/flinkx-emqx/flinkx-emqx-writer/pom.xml +++ b/flinkx-emqx/flinkx-emqx-writer/pom.xml @@ -86,6 +86,7 @@ + diff --git a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java index 52a311b76e..03d0adfc77 100644 --- a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java +++ b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/writer/EmqxWriter.java @@ -66,6 +66,9 @@ public DataStreamSink writeData(DataStream dataSet) { builder.setPassword(password); builder.setCleanSession(isCleanSession); builder.setQos(qos); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); return createOutput(dataSet, builder.finish()); } } diff --git a/flinkx-es/flinkx-es-reader/pom.xml b/flinkx-es/flinkx-es-reader/pom.xml index 374d90178e..2fc873788c 100644 --- a/flinkx-es/flinkx-es-reader/pom.xml +++ b/flinkx-es/flinkx-es-reader/pom.xml @@ -90,6 +90,7 @@ + diff --git a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java index 1c54a5e115..7221549e91 100644 --- a/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java +++ b/flinkx-es/flinkx-es-reader/src/main/java/com/dtstack/flinkx/es/reader/EsInputFormat.java @@ -88,8 +88,6 @@ public class EsInputFormat extends BaseRichInputFormat { @Override public void openInputFormat() throws IOException { super.openInputFormat(); - - } @Override diff --git a/flinkx-es/flinkx-es-writer/pom.xml b/flinkx-es/flinkx-es-writer/pom.xml index 8877e10e13..3004e63002 100644 --- a/flinkx-es/flinkx-es-writer/pom.xml +++ b/flinkx-es/flinkx-es-writer/pom.xml @@ -91,6 +91,7 @@ + diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/EProtocol.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/EProtocol.java index 2cad866aba..60d2fd8861 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/EProtocol.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/EProtocol.java @@ -14,15 +14,5 @@ public enum EProtocol { /** * 安全的FTP协议 */ - SFTP; - - public static EProtocol getByName(String name) { - for (EProtocol value : EProtocol.values()) { - if (value.name().equalsIgnoreCase(name)) { - return value; - } - } - - return SFTP; - } + SFTP } diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java index afc45b081a..886ae88e99 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpConfig.java @@ -20,7 +20,6 @@ package com.dtstack.flinkx.ftp; import org.codehaus.jackson.annotate.JsonIgnoreProperties; -import org.codehaus.jackson.annotate.JsonProperty; import java.io.Serializable; @@ -43,11 +42,11 @@ public class FtpConfig implements Serializable { public String fieldDelimiter = FtpConfigConstants.DEFAULT_FIELD_DELIMITER; - public String path; + public String path = "/"; public String encoding = "UTF-8"; - public String connectPattern = FtpConfigConstants.DEFAULT_FTP_CONNECT_PATTERN; + public String connectPattern = FtpConfigConstants.STANDARD_FTP_PROTOCOL; public String host; diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java index 6fda60da00..aa8a3d083a 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.ftp; import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.io.IOUtils; import org.apache.commons.lang3.StringUtils; @@ -28,6 +29,8 @@ import org.apache.commons.net.ftp.FTPReply; import org.slf4j.Logger; import org.slf4j.LoggerFactory; + +import java.io.FileNotFoundException; import java.io.IOException; import java.io.InputStream; import java.io.OutputStream; @@ -83,6 +86,7 @@ public void loginFtpServer(FtpConfig ftpConfig) { //设置命令传输编码 String fileEncoding = System.getProperty(ConstantValue.SYSTEM_PROPERTIES_KEY_FILE_ENCODING); ftpClient.setControlEncoding(fileEncoding); + ftpClient.setListHiddenFiles(true); } catch (Exception e) { throw new RuntimeException(e); } @@ -106,7 +110,13 @@ public boolean isDirExist(String directoryPath) { String originDir = null; try { originDir = ftpClient.printWorkingDirectory(); - return ftpClient.changeWorkingDirectory(new String(directoryPath.getBytes(StandardCharsets.UTF_8), FTP.DEFAULT_CONTROL_ENCODING)); + ftpClient.enterLocalPassiveMode(); + FTPFile[] ftpFiles = ftpClient.listFiles(new String(directoryPath.getBytes(StandardCharsets.UTF_8), FTP.DEFAULT_CONTROL_ENCODING)); + if(ftpFiles.length == 0){ + throw new FileNotFoundException("file or path is not exist, please check the path or the permissions of account, path = " + directoryPath); + }else { + return FTPReply.isPositiveCompletion(ftpClient.cwd(directoryPath)); + } } catch (IOException e) { String message = String.format("进入目录：[%s]时发生I/O异常,请确认与ftp服务器的连接正常", directoryPath); LOG.error(message); @@ -124,25 +134,13 @@ public boolean isDirExist(String directoryPath) { @Override public boolean isFileExist(String filePath) { - boolean isExitFlag = false; - try { - ftpClient.enterLocalPassiveMode(); - FTPFile[] ftpFiles = ftpClient.listFiles(new String(filePath.getBytes(StandardCharsets.UTF_8),FTP.DEFAULT_CONTROL_ENCODING)); - if (ftpFiles.length == 1 && ftpFiles[0].isFile()) { - isExitFlag = true; - } - } catch (IOException e) { - String message = String.format("获取文件：[%s] 属性时发生I/O异常,请确认与ftp服务器的连接正常", filePath); - LOG.error(message); - throw new RuntimeException(e); - } - return isExitFlag; + return !isDirExist(filePath); } - @Override public List getFiles(String path) { List sources = new ArrayList<>(); + ftpClient.enterLocalPassiveMode(); if(isFileExist(path)) { sources.add(path); return sources; @@ -150,10 +148,13 @@ public List getFiles(String path) { path = path + SP; } try { - ftpClient.enterLocalPassiveMode(); FTPFile[] ftpFiles = ftpClient.listFiles(new String(path.getBytes(StandardCharsets.UTF_8),FTP.DEFAULT_CONTROL_ENCODING)); if(ftpFiles != null) { for(FTPFile ftpFile : ftpFiles) { + // .和..是特殊文件 + if(StringUtils.endsWith(ftpFile.getName(), ConstantValue.POINT_SYMBOL) || StringUtils.endsWith(ftpFile.getName(), ConstantValue.TWO_POINT_SYMBOL)){ + continue; + } sources.addAll(getFiles(path + ftpFile.getName(), ftpFile)); } } @@ -166,7 +167,6 @@ public List getFiles(String path) { /** * 递归获取指定路径下的所有文件(暂无过滤) - * isDirExist()、isFileExist()方法在Windows系统下判断有误 * @param path * @param file * @return @@ -182,6 +182,9 @@ private List getFiles(String path, FTPFile file)throws IOException { FTPFile[] ftpFiles = ftpClient.listFiles(new String(path.getBytes(StandardCharsets.UTF_8),FTP.DEFAULT_CONTROL_ENCODING)); if(ftpFiles != null) { for(FTPFile ftpFile : ftpFiles) { + if(StringUtils.endsWith(ftpFile.getName(), ConstantValue.POINT_SYMBOL) || StringUtils.endsWith(ftpFile.getName(), ConstantValue.TWO_POINT_SYMBOL)){ + continue; + } sources.addAll(getFiles(path + ftpFile.getName(), ftpFile)); } } @@ -236,7 +239,7 @@ public OutputStream getOutputStream(String filePath) { try { this.printWorkingDirectory(); String parentDir = filePath.substring(0, - StringUtils.lastIndexOf(filePath, IOUtils.DIR_SEPARATOR)); + StringUtils.lastIndexOf(filePath, IOUtils.DIR_SEPARATOR_UNIX)); this.ftpClient.changeWorkingDirectory(parentDir); this.printWorkingDirectory(); OutputStream writeOutputStream = this.ftpClient @@ -282,6 +285,9 @@ public void deleteAllFilesInDir(String dir, List exclude) { if(CollectionUtils.isNotEmpty(exclude) && exclude.contains(ftpFile.getName())){ continue; } + if(StringUtils.endsWith(ftpFile.getName(), ConstantValue.POINT_SYMBOL) || StringUtils.endsWith(ftpFile.getName(), ConstantValue.TWO_POINT_SYMBOL)){ + continue; + } deleteAllFilesInDir(dir + ftpFile.getName(), exclude); } } @@ -328,6 +334,9 @@ public List listDirs(String path) { FTPFile[] ftpFiles = ftpClient.listFiles(new String(path.getBytes(StandardCharsets.UTF_8),FTP.DEFAULT_CONTROL_ENCODING)); if(ftpFiles != null) { for(FTPFile ftpFile : ftpFiles) { + if(StringUtils.endsWith(ftpFile.getName(), ConstantValue.POINT_SYMBOL) || StringUtils.endsWith(ftpFile.getName(), ConstantValue.TWO_POINT_SYMBOL)){ + continue; + } sources.add(path + ftpFile.getName()); } } @@ -344,4 +353,17 @@ public List listDirs(String path) { public void rename(String oldPath, String newPath) throws IOException { ftpClient.rename(oldPath, newPath); } + + @Override + public void completePendingCommand() throws IOException { + try { + // throw exception when return false + if(!ftpClient.completePendingCommand()){ + throw new IOException("I/O error occurs while sending or receiving data"); + }; + } catch (IOException e) { + LOG.error("I/O error occurs while sending or receiving data"); + throw new IOException(ExceptionUtil.getErrorMessage(e)); + } + } } diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java index 16faf8e6d8..cc2fbc8076 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/IFtpHandler.java @@ -116,4 +116,10 @@ public interface IFtpHandler { * @throws Exception 可能会出现文件不存在，连接异常等 */ void rename(String oldPath, String newPath) throws Exception; + + /** + * 关闭ftp输入流 + * @throws IOException 文件句柄操作异常 + */ + void completePendingCommand() throws IOException; } diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/SftpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/SftpHandler.java index 702dcf3c65..4599a4ef38 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/SftpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/SftpHandler.java @@ -30,6 +30,7 @@ import org.apache.commons.lang3.StringUtils; import org.slf4j.Logger; import org.slf4j.LoggerFactory; +import java.io.IOException; import java.io.InputStream; import java.io.OutputStream; import java.util.ArrayList; @@ -379,4 +380,12 @@ public boolean mkDirSingleHierarchy(String directoryPath) throws SftpException { public void rename(String oldPath, String newPath) throws SftpException { channelSftp.rename(oldPath, newPath); } + + /** + * 仅ftp输入流需要显示关闭 + */ + @Override + public void completePendingCommand() { + + } } diff --git a/flinkx-ftp/flinkx-ftp-reader/pom.xml b/flinkx-ftp/flinkx-ftp-reader/pom.xml index 6296d7cf1a..29e56eb80f 100644 --- a/flinkx-ftp/flinkx-ftp-reader/pom.xml +++ b/flinkx-ftp/flinkx-ftp-reader/pom.xml @@ -104,6 +104,7 @@ under the License. + diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java index 364dc2a2e9..f90c860ef1 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java @@ -26,7 +26,6 @@ import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.StringUtil; -import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; @@ -44,8 +43,6 @@ public class FtpInputFormat extends BaseRichInputFormat { protected FtpConfig ftpConfig; - protected String charsetName = "utf-8"; - protected List metaColumns; private transient FtpSeqBufferedReader br; @@ -103,7 +100,7 @@ public void openInternal(InputSplit split) throws IOException { br = new FtpSeqBufferedReader(ftpHandler,paths.iterator()); br.setFromLine(0); } - br.setCharsetName(charsetName); + br.setFileEncoding(ftpConfig.getEncoding()); } @Override diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java index 34755a4109..49badaec33 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java @@ -47,7 +47,7 @@ public class FtpSeqBufferedReader { private BufferedReader br; - private String charsetName = "utf-8"; + private String fileEncoding; public FtpSeqBufferedReader(IFtpHandler ftpHandler, Iterator iter) { this.ftpHandler = ftpHandler; @@ -77,10 +77,10 @@ private void nextStream() throws IOException{ String file = iter.next(); InputStream in = ftpHandler.getInputStream(file); if (in == null) { - throw new NullPointerException(); + throw new RuntimeException(String.format("can not get inputStream for file [%s], please check file read and write permissions", file)); } - br = new BufferedReader(new InputStreamReader(in, charsetName)); + br = new BufferedReader(new InputStreamReader(in, fileEncoding)); for (int i = 0; i < fromLine; i++) { String skipLine = br.readLine(); @@ -106,7 +106,7 @@ public void setFromLine(int fromLine) { this.fromLine = fromLine; } - public void setCharsetName(String charsetName) { - this.charsetName = charsetName; + public void setFileEncoding(String fileEncoding) { + this.fileEncoding = fileEncoding; } } diff --git a/flinkx-ftp/flinkx-ftp-writer/pom.xml b/flinkx-ftp/flinkx-ftp-writer/pom.xml index 68cb5ceeeb..beb6d76b2a 100644 --- a/flinkx-ftp/flinkx-ftp-writer/pom.xml +++ b/flinkx-ftp/flinkx-ftp-writer/pom.xml @@ -105,6 +105,7 @@ under the License. + diff --git a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java index ce5fd20267..c1b30da63f 100644 --- a/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java +++ b/flinkx-ftp/flinkx-ftp-writer/src/main/java/com/dtstack/flinkx/ftp/writer/FtpOutputFormat.java @@ -25,22 +25,21 @@ import com.dtstack.flinkx.ftp.IFtpHandler; import com.dtstack.flinkx.outputformat.BaseFileOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; -import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.RetryUtil; import com.dtstack.flinkx.util.StringUtil; import com.dtstack.flinkx.util.SysUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang.exception.ExceptionUtils; import org.apache.flink.types.Row; import java.io.BufferedWriter; import java.io.IOException; import java.io.OutputStream; -import java.util.Collections; import java.io.OutputStreamWriter; import java.io.UnsupportedEncodingException; import java.util.Collections; import java.util.List; -import java.util.concurrent.TimeUnit; import java.util.function.Predicate; /** @@ -62,17 +61,33 @@ public class FtpOutputFormat extends BaseFileOutputFormat { private transient IFtpHandler ftpHandler; - private static final int FILE_NAME_PART_SIZE = 3; + private transient BufferedWriter writer; - private static final String DOT = "."; + private transient OutputStream os; private static final String FILE_SUFFIX = ".csv"; private static final String OVERWRITE_MODE = "overwrite"; - private transient BufferedWriter writer; + + private static final int FILE_NAME_PART_SIZE = 3; + + /** + * 避免ftp没有数据时阻塞 + * @param taskNumber 通道索引 + * @param numTasks 通道数量 + * @throws IOException IO异常 + */ + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException { + initFileIndex(); + initPath(); + openSource(); + actionBeforeWriteData(); + } @Override protected void openSource() throws IOException { + writeMode = ftpConfig.writeMode; ftpHandler = FtpHandlerFactory.createFtpHandler(ftpConfig.getProtocol()); ftpHandler.loginFtpServer(ftpConfig); } @@ -133,13 +148,14 @@ protected void nextBlock(){ if (writer != null){ return; } - String path = tmpPath + SP + currentBlockFileName; - try { - writer = new BufferedWriter(new OutputStreamWriter(ftpHandler.getOutputStream(path), ftpConfig.getEncoding())); - } catch (UnsupportedEncodingException e) { - LOG.error("exception when create BufferedWriter, path = {}, e = {}", path, ExceptionUtil.getErrorMessage(e)); - throw new RuntimeException(e); + + os = ftpHandler.getOutputStream(tmpPath + SP + currentBlockFileName); + try{ + writer = new BufferedWriter(new OutputStreamWriter(os, ftpConfig.getEncoding())); + }catch (UnsupportedEncodingException e){ + LOG.error(ExceptionUtils.getMessage(e)); } + blockIndex++; } @@ -174,35 +190,29 @@ public void writeSingleRecordToFile(Row row) throws WriteRecordException { String line = StringUtil.row2string(row, columnTypes, ftpConfig.getFieldDelimiter()); this.writer.write(line); this.writer.write(NEWLINE); - + rowsOfCurrentBlock++; if(restoreConfig.isRestore()){ lastRow = row; - rowsOfCurrentBlock++; } - } catch(Exception e) { - LOG.error("error happened when write single record to file, row = {}, columnTypes = {}, e = {}", row, GsonUtil.GSON.toJson(columnTypes), ExceptionUtil.getErrorMessage(e)); - throw new WriteRecordException(e.getMessage(), e); + } catch(Exception ex) { + throw new WriteRecordException(ex.getMessage(), ex); } } + /** + * 直接创建目录会失败，增加等待和重试 + * @throws IOException 创建目录异常 + */ @Override - protected void createFinishedTag() { - LOG.info("SubTask [{}] finished, create dir {}", taskNumber, finishedPath); - String path = outputFilePath + SP + FINISHED_SUBDIR; - if(taskNumber == 0){ - ftpHandler.mkDirRecursive(path); - } - final int maxRetryTime = 15; - int i = 0; - try { - while(!(ftpHandler.isDirExist(path) || i > maxRetryTime)){ - i++; - TimeUnit.MILLISECONDS.sleep(10); - } + protected void createFinishedTag() throws IOException { + LOG.info("Subtask [{}] finished, create dir {}", taskNumber, finishedPath); + try{ + RetryUtil.executeWithRetry(() -> {ftpHandler.mkDirRecursive(finishedPath); + return null; + }, 3, 5000, false); }catch (Exception e){ - LOG.error("exception when createFinishedTag, path = {}, e = {}", path, ExceptionUtil.getErrorMessage(e)); - } - ftpHandler.mkDirRecursive(finishedPath); + throw new IOException(e); + }; } @Override @@ -261,7 +271,7 @@ protected void waitForAllTasksToFinish(){ if (i == maxRetryTime) { ftpHandler.deleteAllFilesInDir(finishedPath, null); - throw new RuntimeException("timeout when gathering finish tags for each subTasks"); + throw new RuntimeException("timeout when gathering finish tags for each subtasks"); } } @@ -313,11 +323,19 @@ protected void closeSource() throws IOException { writer.flush(); writer.close(); writer = null; + os.close(); + os = null; + try { + //avoid Failure of FtpClient operating + this.ftpHandler.completePendingCommand(); + }catch (Exception e) { + throw new IOException(ExceptionUtil.getErrorMessage(e)); + } } } @Override - protected void clearTemporaryDataFiles() { + protected void clearTemporaryDataFiles() throws IOException { ftpHandler.deleteAllFilesInDir(tmpPath, null); LOG.info("Delete .data dir:{}", tmpPath); @@ -330,12 +348,6 @@ public void flushDataInternal() throws IOException { closeSource(); } - @Override - public void closeInternal() throws IOException { - closeSource(); - super.closeInternal(); - } - @Override public float getDeviation() { return 1.0F; diff --git a/flinkx-gbase/flinkx-gbase-reader/pom.xml b/flinkx-gbase/flinkx-gbase-reader/pom.xml index cb775310ff..bb90458df0 100644 --- a/flinkx-gbase/flinkx-gbase-reader/pom.xml +++ b/flinkx-gbase/flinkx-gbase-reader/pom.xml @@ -93,6 +93,7 @@ + diff --git a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java index be3fed3c9d..87470fbfbe 100644 --- a/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java +++ b/flinkx-gbase/flinkx-gbase-reader/src/main/java/com/dtstack/flinkx/gbase/format/GbaseInputFormat.java @@ -18,11 +18,6 @@ package com.dtstack.flinkx.gbase.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; -import com.dtstack.flinkx.rdb.inputformat.JdbcInputSplit; -import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.util.ClassUtil; -import org.apache.commons.lang3.StringUtils; -import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; import java.io.IOException; diff --git a/flinkx-gbase/flinkx-gbase-writer/pom.xml b/flinkx-gbase/flinkx-gbase-writer/pom.xml index 8edfbde076..077c8947e4 100644 --- a/flinkx-gbase/flinkx-gbase-writer/pom.xml +++ b/flinkx-gbase/flinkx-gbase-writer/pom.xml @@ -93,6 +93,7 @@ + diff --git a/flinkx-greenplum/flinkx-greenplum-reader/pom.xml b/flinkx-greenplum/flinkx-greenplum-reader/pom.xml index a95b84d109..72a28b084e 100644 --- a/flinkx-greenplum/flinkx-greenplum-reader/pom.xml +++ b/flinkx-greenplum/flinkx-greenplum-reader/pom.xml @@ -98,6 +98,7 @@ + diff --git a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java index d7f0d61ba6..efe8a007e1 100644 --- a/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java +++ b/flinkx-hbase/flinkx-hbase-core/src/main/java/com/dtstack/flinkx/hbase/HbaseConfigConstants.java @@ -28,16 +28,10 @@ public class HbaseConfigConstants { public static final int DEFAULT_SCAN_CACHE_SIZE = 256; - public static final int DEFAULT_SCAN_BATCH_SIZE = 100; - public static final int MAX_SCAN_CACHE_SIZE = 1000; public static final int MIN_SCAN_CACHE_SIZE = 1; - public static final int MAX_SCAN_BATCH_SIZE = 100; - - public static final int MIN_SCAN_BATCH_SIZE = 1; - public static final String DEFAULT_ENCODING = "UTF-8"; public static final String DEFAULT_DATA_FORMAT = "yyyy-MM-dd HH:mm:ss"; diff --git a/flinkx-hbase/flinkx-hbase-reader/pom.xml b/flinkx-hbase/flinkx-hbase-reader/pom.xml index fc79c7d2f6..49429b3834 100644 --- a/flinkx-hbase/flinkx-hbase-reader/pom.xml +++ b/flinkx-hbase/flinkx-hbase-reader/pom.xml @@ -12,6 +12,11 @@ flinkx-hbase-reader + + com.google.guava + guava + 12.0.1 + com.dtstack.flinkx flinkx-hbase-core @@ -68,11 +73,11 @@ com.google.common - shade.core.com.google.common + shade.hbase.com.google.common com.google.thirdparty - shade.core.com.google.thirdparty + shade.hbase.com.google.thirdparty @@ -98,6 +103,7 @@ + diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java index f17383ca87..5e9c274864 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java @@ -69,8 +69,10 @@ public class HbaseInputFormat extends BaseRichInputFormat { protected List columnTypes; protected boolean isBinaryRowkey; protected String encoding; + /** + * 客户端每次 rpc fetch 的行数 + */ protected int scanCacheSize; - protected int scanBatchSize; private transient Connection connection; private transient Scan scan; private transient Table table; @@ -238,7 +240,6 @@ public void openInternal(InputSplit inputSplit) throws IOException { scan.setStartRow(startRow); scan.setStopRow(stopRow); scan.setCaching(scanCacheSize); - scan.setBatch(scanBatchSize); resultScanner = table.getScanner(scan); } diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormatBuilder.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormatBuilder.java index cfae99b025..b12db12207 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormatBuilder.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormatBuilder.java @@ -82,10 +82,6 @@ public void setScanCacheSize(int scanCacheSize) { format.scanCacheSize = scanCacheSize; } - public void setScanBatchSize(int scanBatchSize) { - format.scanBatchSize = scanBatchSize; - } - @Override protected void checkFormat() { Preconditions.checkNotNull(format.columnTypes); @@ -96,9 +92,6 @@ protected void checkFormat() { Preconditions.checkArgument(format.scanCacheSize <= HbaseConfigConstants.MAX_SCAN_CACHE_SIZE && format.scanCacheSize >= HbaseConfigConstants.MIN_SCAN_CACHE_SIZE, "scanCacheSize should be between " + HbaseConfigConstants.MIN_SCAN_CACHE_SIZE + " and " + HbaseConfigConstants.MAX_SCAN_CACHE_SIZE); - Preconditions.checkArgument(format.scanBatchSize <= HbaseConfigConstants.MAX_SCAN_BATCH_SIZE && format.scanBatchSize >= HbaseConfigConstants.MIN_SCAN_BATCH_SIZE, - "scanBatchSize should be between " + HbaseConfigConstants.MIN_SCAN_BATCH_SIZE + " and " + HbaseConfigConstants.MAX_SCAN_BATCH_SIZE); - for(int i = 0; i < format.columnTypes.size(); ++i) { Preconditions.checkArgument(StringUtils.isNotEmpty(format.columnTypes.get(i))); Preconditions.checkArgument(StringUtils.isNotEmpty(format.columnNames.get(i)) diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java index 5b998b1bce..27dfb76396 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseReader.java @@ -54,7 +54,6 @@ public class HbaseReader extends BaseDataReader { protected boolean isBinaryRowkey; protected String tableName; protected int scanCacheSize; - protected int scanBatchSize; public HbaseReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); @@ -71,7 +70,6 @@ public HbaseReader(DataTransferConfig config, StreamExecutionEnvironment env) { encoding = readerConfig.getParameter().getStringVal(HbaseConfigKeys.KEY_ENCODING); scanCacheSize = readerConfig.getParameter().getIntVal(HbaseConfigKeys.KEY_SCAN_CACHE_SIZE, HbaseConfigConstants.DEFAULT_SCAN_CACHE_SIZE); - scanBatchSize = readerConfig.getParameter().getIntVal(HbaseConfigKeys.KEY_SCAN_BATCH_SIZE, HbaseConfigConstants.DEFAULT_SCAN_BATCH_SIZE); List columns = readerConfig.getParameter().getColumn(); if(columns != null && columns.size() > 0) { @@ -110,7 +108,6 @@ public DataStream readData() { builder.setBytes(bytes); builder.setMonitorUrls(monitorUrls); builder.setScanCacheSize(scanCacheSize); - builder.setScanBatchSize(scanBatchSize); builder.setMonitorUrls(monitorUrls); builder.setTestConfig(testConfig); builder.setLogConfig(logConfig); diff --git a/flinkx-hbase/flinkx-hbase-writer/pom.xml b/flinkx-hbase/flinkx-hbase-writer/pom.xml index e78909ce62..05ce45986e 100644 --- a/flinkx-hbase/flinkx-hbase-writer/pom.xml +++ b/flinkx-hbase/flinkx-hbase-writer/pom.xml @@ -12,6 +12,11 @@ flinkx-hbase-writer + + com.google.guava + guava + 12.0.1 + com.dtstack.flinkx flinkx-hbase-core @@ -57,11 +62,11 @@ com.google.common - shade.core.com.google.common + shade.hbase.com.google.common com.google.thirdparty - shade.core.com.google.thirdparty + shade.hbase.com.google.thirdparty @@ -87,6 +92,7 @@ + diff --git a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java index fed523dde7..2593eb7000 100644 --- a/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java +++ b/flinkx-hdfs/flinkx-hdfs-core/src/main/java/com/dtstack/flinkx/hdfs/HdfsUtil.java @@ -57,7 +57,7 @@ public class HdfsUtil { public static Object getWritableValue(Object writable) { Class clz = writable.getClass(); - Object ret; + Object ret = null; if(clz == IntWritable.class) { ret = ((IntWritable) writable).get(); diff --git a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml index 2918b4d6b3..57a6ad9d67 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-reader/pom.xml @@ -128,6 +128,7 @@ under the License. + diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java index 5d66b7dc1e..38ed6a9878 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsReader.java @@ -21,10 +21,12 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.hdfs.HdfsConfigKeys; import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.StringUtil; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; @@ -51,7 +53,15 @@ public HdfsReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); defaultFs = readerConfig.getParameter().getStringVal(HdfsConfigKeys.KEY_DEFAULT_FS); - path = readerConfig.getParameter().getStringVal(HdfsConfigKeys.KEY_PATH); + + String fileName = readerConfig.getParameter().getStringVal(HdfsConfigKeys.KEY_FILE_NAME); + if(StringUtils.isNotBlank(fileName)){ + //兼容平台逻辑 + path = readerConfig.getParameter().getStringVal(HdfsConfigKeys.KEY_PATH) + ConstantValue.SINGLE_SLASH_SYMBOL + fileName; + }else{ + path = readerConfig.getParameter().getStringVal(HdfsConfigKeys.KEY_PATH); + } + fileType = readerConfig.getParameter().getStringVal(HdfsConfigKeys.KEY_FILE_TYPE); hadoopConfig = (Map) readerConfig.getParameter().getVal(HdfsConfigKeys.KEY_HADOOP_CONFIG); filterRegex = readerConfig.getParameter().getStringVal(HdfsConfigKeys.KEY_FILTER, ""); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml index 7212c0cef0..a01c5aa9be 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/pom.xml +++ b/flinkx-hdfs/flinkx-hdfs-writer/pom.xml @@ -131,6 +131,7 @@ under the License. + diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java index f611487af5..33f9da70aa 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java @@ -23,6 +23,8 @@ import com.dtstack.flinkx.util.ColumnTypeUtil; import com.dtstack.flinkx.util.FileSystemUtil; import com.dtstack.flinkx.util.SysUtil; +import com.google.gson.Gson; +import com.google.gson.JsonParser; import org.apache.commons.lang3.StringUtils; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.FileStatus; @@ -72,8 +74,12 @@ public abstract class BaseHdfsOutputFormat extends BaseFileOutputFormat { protected transient Map decimalColInfo; + //如果key为string类型的值是map 或者 list 会使用gson转为json格式存入 + protected transient Gson gson; + @Override protected void openInternal(int taskNumber, int numTasks) throws IOException { + gson = new Gson(); // 这里休眠一段时间是为了避免reader和writer或者多个任务在同一个taskmanager里同时认证kerberos if (FileSystemUtil.isOpenKerberos(hadoopConfig)) { sleepRandomTime(); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java index 9712b405b4..22925d99eb 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java @@ -25,8 +25,12 @@ import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.util.ColumnTypeUtil; import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.ReflectionUtils; import org.apache.flink.types.Row; import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.hive.ql.io.orc.OrcFile; import org.apache.hadoop.hive.ql.io.orc.OrcSerde; import org.apache.hadoop.hive.serde2.io.HiveDecimalWritable; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; @@ -44,6 +48,7 @@ import org.apache.hadoop.mapred.RecordWriter; import org.apache.hadoop.mapred.Reporter; import java.io.IOException; +import java.lang.reflect.Field; import java.math.BigDecimal; import java.math.BigInteger; import java.nio.charset.StandardCharsets; @@ -53,6 +58,7 @@ import java.util.Arrays; import java.util.HashMap; import java.util.List; +import java.util.Map; /** * The subclass of HdfsOutputFormat writing orc files @@ -138,6 +144,7 @@ protected void nextBlock(){ recordWriter = outputFormat.getRecordWriter(null, jobConf, currentBlockTmpPath, Reporter.NULL); blockIndex++; + setFs(); LOG.info("nextBlock:Current block writer record:" + rowsOfCurrentBlock); LOG.info("Current block file name:" + currentBlockTmpPath); } catch (Exception e){ @@ -235,6 +242,8 @@ private void getData(List recordList, int index, Row row) throws WriteRe if (column instanceof Timestamp){ SimpleDateFormat fm = DateUtil.getDateTimeFormatter(); recordList.add(fm.format(column)); + }else if (column instanceof Map || column instanceof List){ + recordList.add(gson.toJson(column)); }else { recordList.add(rowData); } @@ -296,4 +305,21 @@ protected void closeSource() throws IOException { this.recordWriter = null; } } + + /** + * 数据源开启kerberos时 + * 如果这里不通过反射对 writerOptions 赋值fs，则在recordWriter.writer时 会初始化一个fs 此fs不在ugi里获取的 + * 导致开启了kerberos的数据源在checkpoint时进行 recordWriter.close() 操作，会出现kerberos认证错误 + * @throws IllegalAccessException + */ + private void setFs() throws IllegalAccessException { + if(FileSystemUtil.isOpenKerberos(hadoopConfig)){ + Field declaredField = ReflectionUtils.getDeclaredField(recordWriter, "options"); + assert declaredField != null; + declaredField.setAccessible(true); + OrcFile.WriterOptions writerOptions = (OrcFile.WriterOptions) declaredField.get(recordWriter); + writerOptions.fileSystem(fs); + declaredField.setAccessible(false); + } + } } diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java index 351e5eee12..84cfa835a1 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java @@ -24,11 +24,15 @@ import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.util.ColumnTypeUtil; import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.GsonUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; +import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.hive.common.type.HiveDecimal; import org.apache.hadoop.hive.serde2.io.DateWritable; +import org.apache.hadoop.security.UserGroupInformation; import org.apache.parquet.column.ParquetProperties; import org.apache.parquet.example.data.Group; import org.apache.parquet.example.data.simple.SimpleGroupFactory; @@ -45,9 +49,12 @@ import java.io.IOException; import java.math.BigDecimal; +import java.security.PrivilegedAction; import java.sql.Timestamp; import java.util.Date; import java.util.HashMap; +import java.util.List; +import java.util.Map; /** * The subclass of HdfsOutputFormat writing parquet files @@ -93,8 +100,21 @@ protected void nextBlock(){ .withType(schema) .withDictionaryEncoding(enableDictionary) .withRowGroupSize(rowGroupSize); - writer = builder.build(); + //开启kerberos 需要在ugi里进行build + if(FileSystemUtil.isOpenKerberos(hadoopConfig)){ + UserGroupInformation ugi = FileSystemUtil.getUGI(hadoopConfig, defaultFs); + ugi.doAs((PrivilegedAction) () -> { + try { + writer = builder.build(); + } catch (IOException e) { + throw new RuntimeException(e); + } + return null; + }); + }else{ + writer = builder.build(); + } blockIndex++; } catch (Exception e){ throw new RuntimeException(e); @@ -220,6 +240,8 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ if (valObj instanceof Timestamp){ val=DateUtil.getDateTimeFormatter().format(valObj); group.add(colName,val); + }else if (valObj instanceof Map || valObj instanceof List){ + group.add(colName,gson.toJson(valObj)); }else { group.add(colName,val); } diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java index dc592d5563..3ad063e429 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java @@ -23,6 +23,9 @@ import com.dtstack.flinkx.hdfs.ECompressType; import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.google.gson.JsonElement; +import com.google.gson.JsonParser; import org.apache.commons.compress.compressors.bzip2.BZip2CompressorOutputStream; import org.apache.commons.compress.compressors.gzip.GzipCompressorOutputStream; import org.apache.flink.types.Row; @@ -35,6 +38,8 @@ import java.sql.Timestamp; import java.text.SimpleDateFormat; import java.util.Date; +import java.util.List; +import java.util.Map; /** * The builder class of HdfsOutputFormat writing text files @@ -200,6 +205,8 @@ private void appendDataToString(StringBuilder sb, Object column, ColumnType colu if (column instanceof Timestamp){ SimpleDateFormat fm = DateUtil.getDateTimeFormatter(); sb.append(fm.format(column)); + }else if (column instanceof Map || column instanceof List){ + sb.append(gson.toJson(column)); }else { sb.append(rowData); } diff --git a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AddressUtil.java b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AddressUtil.java index 14d8d3fc8b..c28a1e4785 100644 --- a/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AddressUtil.java +++ b/flinkx-hive/flinkx-hive-core/src/main/java/com/dtstack/flinkx/hive/util/AddressUtil.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.hive.util; +import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.net.telnet.TelnetClient; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -47,7 +48,7 @@ public static boolean telnet(String ip,int port){ client.disconnect(); } } catch (Exception e){ - logger.error("{}",e); + logger.error("{}", ExceptionUtil.getErrorMessage(e)); } } } diff --git a/flinkx-hive/flinkx-hive-writer/pom.xml b/flinkx-hive/flinkx-hive-writer/pom.xml index 9c5e35828c..de65c7b5e3 100644 --- a/flinkx-hive/flinkx-hive-writer/pom.xml +++ b/flinkx-hive/flinkx-hive-writer/pom.xml @@ -92,6 +92,18 @@ under the License. shade.core.com.google.thirdparty + + + + META-INF/services/java.sql.Driver + + + META-INF/services + java.sql.hive2.Driver + + @@ -115,6 +127,7 @@ under the License. + diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java index 2b858bd78d..1a0ea6f90b 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java @@ -41,6 +41,7 @@ import java.util.HashMap; import java.util.Iterator; import java.util.List; +import java.util.Locale; import java.util.Map; import static com.dtstack.flinkx.hive.HiveConfigKeys.KEY_SCHEMA; @@ -202,7 +203,8 @@ public void writeRecord(Row row) throws IOException { event = GsonUtil.GSON.fromJson((String) tempObj, GsonUtil.gsonMapTypeToken); }catch (JsonSyntaxException e){ // is not a json string - LOG.warn("bad json string:【{}】", tempObj); + //tempObj 不是map类型 则event直接往下传递 + // LOG.warn("bad json string:【{}】", tempObj); } } } @@ -230,7 +232,7 @@ public void writeRecord(Row row) throws IOException { //row包含map嵌套的数据内容和channel， 而rowData是非常简单的纯数据，此处补上数据差额 if (fromLogData && bytesWriteCounter != null) { - bytesWriteCounter.add((long) row.toString().length() - rowData.toString().length()); + bytesWriteCounter.add((long)row.toString().getBytes().length - rowData.toString().getBytes().length); } } catch (Exception e) { // 写入产生的脏数据已经由hdfsOutputFormat处理了，这里不用再处理了，只打印日志 @@ -250,11 +252,11 @@ private Row setChannelInformation(Map event, Object channel, Lis //防止kafka column和 hive column大小写不一致，获取不到值 ，全部转为小写进行获取 HashMap newEvent = new HashMap<>(event.size() * 2); event.entrySet().forEach(data->{ - newEvent.put(data.getKey().toLowerCase(),data.getValue()); + newEvent.put(data.getKey().toLowerCase(Locale.ENGLISH),data.getValue()); }); for (int i = 0; i < columns.size(); i++) { - rowData.setField(i, newEvent.get(columns.get(i).toLowerCase())); + rowData.setField(i, newEvent.get(columns.get(i).toLowerCase(Locale.ENGLISH))); } rowData.setField(rowData.getArity() - 1, channel); return rowData; diff --git a/flinkx-kafka/flinkx-kafka-reader/pom.xml b/flinkx-kafka/flinkx-kafka-reader/pom.xml index cc677ef642..b2b936be42 100644 --- a/flinkx-kafka/flinkx-kafka-reader/pom.xml +++ b/flinkx-kafka/flinkx-kafka-reader/pom.xml @@ -66,6 +66,7 @@ + diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java new file mode 100644 index 0000000000..48eccb16c2 --- /dev/null +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java @@ -0,0 +1,221 @@ +/* + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + *

+ * http://www.apache.org/licenses/LICENSE-2.0 + *

+ * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.kafka.client; + +import com.dtstack.flinkx.decoder.IDecode; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.client.IClient; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import com.dtstack.flinkx.kafkabase.enums.StartupMode; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; +import com.dtstack.flinkx.util.ExceptionUtil; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.collections.MapUtils; +import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.tuple.Pair; +import org.apache.kafka.clients.consumer.ConsumerRecord; +import org.apache.kafka.clients.consumer.ConsumerRecords; +import org.apache.kafka.clients.consumer.KafkaConsumer; +import org.apache.kafka.clients.consumer.OffsetAndMetadata; +import org.apache.kafka.clients.consumer.OffsetAndTimestamp; +import org.apache.kafka.common.TopicPartition; +import org.apache.kafka.common.errors.WakeupException; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.Collection; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Properties; +import java.util.concurrent.atomic.AtomicBoolean; +import java.util.concurrent.atomic.AtomicReference; + +/** + * Date: 2019/12/25 + * Company: www.dtstack.com + * + * @author tudou + */ +public class KafkaClient implements IClient { + protected static Logger LOG = LoggerFactory.getLogger(KafkaClient.class); + //ck state指针 + private final AtomicReference> stateReference; + private volatile boolean running = true; + private long pollTimeout; + private boolean blankIgnore; + private IDecode decode; + private KafkaBaseInputFormat format; + private KafkaConsumer consumer; + //是否触发checkpoint，需要提交offset指针 + private AtomicBoolean commit; + + @SuppressWarnings("unchecked") + public KafkaClient(Properties clientProps, long pollTimeout, KafkaBaseInputFormat format, KafkaInputSplit kafkaInputSplit) { + this.pollTimeout = pollTimeout; + this.blankIgnore = format.getBlankIgnore(); + this.format = format; + this.decode = format.getDecode(); + this.commit = new AtomicBoolean(false); + this.stateReference = new AtomicReference<>(); + consumer = new org.apache.kafka.clients.consumer.KafkaConsumer<>(clientProps); + StartupMode mode = format.getMode(); + List stateList = kafkaInputSplit.getList(); + Map partitionMap = new HashMap<>(Math.max((int) (stateList.size()/.75f) + 1, 16)); + Object stateMap = format.getState(); + boolean needToSeek = true; + if(stateMap instanceof Map && MapUtils.isNotEmpty((Map)stateMap)){ + Map map = (Map) stateMap; + for (kafkaState state : map.values()) { + TopicPartition tp = new TopicPartition(state.getTopic(), state.getPartition()); + //ck中保存的是当前已经读取的offset，恢复时从下一条开始读 + partitionMap.put(tp, state.getOffset() + 1); + } + LOG.info("init kafka client from [checkpoint], stateMap = {}", map); + }else if(CollectionUtils.isEmpty(stateList)){ + running = false; + LOG.warn("\n" + + "****************************************************\n" + + "******************* WARN *********************\n" + + "| this stateList in KafkaInputSplit is empty, |\n" + + "| this channel will not assign any kafka topic, |\n" + + "| therefore, no data will be read in this channel! |\n" + + "****************************************************"); + return; + }if(StartupMode.TIMESTAMP.equals(mode)){ + Map timestampMap = new HashMap<>(Math.max((int) (stateList.size()/.75f) + 1, 16)); + for (kafkaState state : stateList) { + TopicPartition tp = new TopicPartition(state.getTopic(), state.getPartition()); + timestampMap.put(tp, state.getTimestamp()); + partitionMap.put(tp, null); + } + Map offsets = consumer.offsetsForTimes(timestampMap); + for (TopicPartition tp : partitionMap.keySet()) { + OffsetAndTimestamp offsetAndTimestamp = offsets.get(tp); + if (offsetAndTimestamp != null) { + partitionMap.put(tp, offsetAndTimestamp.offset()); + } + } + LOG.info("init kafka client from [timestamp], offsets = {}", offsets); + }else if(StartupMode.SPECIFIC_OFFSETS.equals(mode)){ + for (kafkaState state : stateList) { + TopicPartition tp = new TopicPartition(state.getTopic(), state.getPartition()); + partitionMap.put(tp, state.getOffset()); + } + LOG.info("init kafka client from [specific-offsets], stateList = {}", stateList); + }else{ + for (kafkaState state : stateList) { + partitionMap.put(new TopicPartition(state.getTopic(), state.getPartition()), null); + } + needToSeek = false; + LOG.info("init kafka client from [split], stateList = {}", stateList); + } + LOG.info("partitionList = {}", partitionMap.keySet()); + consumer.assign(partitionMap.keySet()); + if(needToSeek){ + for (Map.Entry entry : partitionMap.entrySet()) { + consumer.seek(entry.getKey(), entry.getValue()); + } + } + } + + @Override + public void run() { + Thread.currentThread().setUncaughtExceptionHandler((t, e) -> { + LOG.error("KafkaClient run failed, Throwable = {}", ExceptionUtil.getErrorMessage(e)); + }); + try { + while (running) { + if(this.commit.getAndSet(false)){ + final Collection kafkaStates = stateReference.getAndSet(null); + if(kafkaStates != null){ + LOG.info("submit kafka offset, kafkaStates = {}", kafkaStates); + Map offsets = new HashMap<>(Math.max((int) (kafkaStates.size()/.75f) + 1, 16)); + for (kafkaState state : kafkaStates) { + offsets.put(new TopicPartition(state.getTopic(), state.getPartition()), new OffsetAndMetadata(state.getOffset(), "no metadata")); + } + try { + consumer.commitAsync(offsets, (o, ex) -> { + if (ex != null) { + LOG.warn("Committing offsets to Kafka failed, This does not compromise Flink's checkpoints. offsets = {}, e = {}", o, ExceptionUtil.getErrorMessage(ex)); + } else { + LOG.info("Committing offsets to Kafka async successfully, offsets = {}", o); + } + }); + }catch (Exception e){ + LOG.warn("Committing offsets to Kafka failed, This does not compromise Flink's checkpoints. offsets = {}, e = {}", offsets, ExceptionUtil.getErrorMessage(e)); + try { + consumer.commitSync(offsets); + LOG.info("Committing offsets to Kafka successfully, offsets = {}", offsets); + }catch (Exception e1){ + LOG.warn("Committing offsets to Kafka failed, This does not compromise Flink's checkpoints. offsets = {}, e = {}", offsets, ExceptionUtil.getErrorMessage(e1)); + } + } + } + } + + ConsumerRecords records = consumer.poll(pollTimeout); + for (ConsumerRecord r : records) { + boolean isIgnoreCurrent = r.value() == null || blankIgnore && StringUtils.isBlank(r.value()); + if (isIgnoreCurrent) { + continue; + } + + try { + processMessage(r.value(), r.topic(), r.partition(), r.offset(), r.timestamp()); + } catch (Throwable e) { + LOG.warn("kafka consumer fetch is error, message:{}, e = {}", r.value(), ExceptionUtil.getErrorMessage(e)); + } + } + } + } catch (WakeupException e) { + LOG.warn("WakeupException to close kafka consumer, e = {}", ExceptionUtil.getErrorMessage(e)); + } catch (Throwable e) { + LOG.warn("kafka consumer fetch is error, e = {}", ExceptionUtil.getErrorMessage(e)); + } finally { + consumer.close(); + } + } + + @Override + public void processMessage(String message, String topic, Integer partition, Long offset, Long timestamp) { + Map event = decode.decode(message); + if (event != null && event.size() > 0) { + format.processEvent(Pair.of(event, new kafkaState(topic, partition, offset, timestamp))); + } + } + + /** + * 提交kafka offset + * @param kafkaStates + */ + public void submitOffsets(Collection kafkaStates){ + this.commit.set(true); + this.stateReference.getAndSet(kafkaStates); + } + + @Override + public void close() { + try { + running = false; + consumer.wakeup(); + } catch (Exception e) { + LOG.error("close kafka consumer error, e = {}", ExceptionUtil.getErrorMessage(e)); + } + } + +} diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaConsumer.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaConsumer.java similarity index 58% rename from flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaConsumer.java rename to flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaConsumer.java index 51d36158b7..ba9564b740 100644 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaConsumer.java +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaConsumer.java @@ -14,12 +14,15 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka.reader; +package com.dtstack.flinkx.kafka.client; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseConsumer; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.client.KafkaBaseConsumer; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; -import java.util.Arrays; +import java.util.Collection; import java.util.Properties; /** @@ -34,12 +37,23 @@ public KafkaConsumer(Properties properties) { } @Override - public KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format) { + public KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format, KafkaInputSplit kafkaInputSplit) { Properties clientProps = new Properties(); clientProps.putAll(props); - clientProps.put("group.id", group); + clientProps.put(KafkaConfigKeys.GROUP_ID, group); - client = new KafkaClient(clientProps, Arrays.asList(topic.split(",")), Long.MAX_VALUE, format); + client = new KafkaClient(clientProps, 100L, format, kafkaInputSplit); return this; } + + /** + * 提交kafka offset + * @param kafkaStates + */ + public void submitOffsets(Collection kafkaStates){ + if(client != null){ + KafkaClient kafkaClient = (KafkaClient) this.client; + kafkaClient.submitOffsets(kafkaStates); + } + } } diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/format/KafkaInputFormat.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/format/KafkaInputFormat.java new file mode 100644 index 0000000000..6358d830ad --- /dev/null +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/format/KafkaInputFormat.java @@ -0,0 +1,111 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.kafka.format; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.kafka.client.KafkaConsumer; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import com.dtstack.flinkx.kafkabase.enums.KafkaVersion; +import com.dtstack.flinkx.kafkabase.enums.StartupMode; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.util.KafkaUtil; +import com.dtstack.flinkx.restore.FormatState; +import com.dtstack.flinkx.util.RangeSplitUtil; +import org.apache.commons.collections.MapUtils; +import org.apache.flink.core.io.InputSplit; +import org.apache.kafka.common.PartitionInfo; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.List; +import java.util.Properties; + +/** + * Date: 2019/11/21 + * Company: www.dtstack.com + * + * @author tudou + */ +public class KafkaInputFormat extends KafkaBaseInputFormat { + + @Override + protected InputSplit[] createInputSplitsInternal(int minNumSplits) { + List stateList = new ArrayList<>(); + org.apache.kafka.clients.consumer.KafkaConsumer consumer = new org.apache.kafka.clients.consumer.KafkaConsumer<>(KafkaUtil.geneConsumerProp(consumerSettings, mode)); + if(StartupMode.TIMESTAMP.equals(mode)){ + List partitionInfoList = consumer.partitionsFor(topic); + for (PartitionInfo p : partitionInfoList) { + stateList.add(new kafkaState(p.topic(), p.partition(), null, timestamp)); + } + }else if(StartupMode.SPECIFIC_OFFSETS.equals(mode)){ + stateList = KafkaUtil.parseSpecificOffsetsString(topic, offset); + }else{ + String[] topics = topic.split(ConstantValue.COMMA_SYMBOL); + if(topics.length == 1){ + List partitionInfoList = consumer.partitionsFor(topic); + for (PartitionInfo p : partitionInfoList) { + stateList.add(new kafkaState(p.topic(), p.partition(), null, null)); + } + }else{ + for (String tp : topics) { + List partitionInfoList = consumer.partitionsFor(tp); + for (PartitionInfo p : partitionInfoList) { + stateList.add(new kafkaState(p.topic(), p.partition(), null, null)); + } + } + } + } + + List> list = RangeSplitUtil.subListBySegment(stateList, minNumSplits); + InputSplit[] splits = new InputSplit[minNumSplits]; + for (int i = 0; i < minNumSplits; i++) { + splits[i] = new KafkaInputSplit(i, list.get(i)); + } + + return splits; + } + + @Override + public void openInputFormat() throws IOException { + super.openInputFormat(); + Properties props = KafkaUtil.geneConsumerProp(consumerSettings, mode); + consumer = new KafkaConsumer(props); + } + + @Override + public FormatState getFormatState() { + super.getFormatState(); + if (formatState != null && MapUtils.isNotEmpty(stateMap)) { + KafkaConsumer kafkaConsumer = (KafkaConsumer) this.consumer; + List list = new ArrayList<>(stateMap.size()); + for (kafkaState kafkaState : stateMap.values()) { + list.add(kafkaState.clone()); + } + kafkaConsumer.submitOffsets(list); + } + return formatState; + } + + @Override + public KafkaVersion getKafkaVersion() { + return KafkaVersion.kafka; + } +} diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java deleted file mode 100644 index 95016e4956..0000000000 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaClient.java +++ /dev/null @@ -1,104 +0,0 @@ -/* - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.kafka.reader; - -import com.dtstack.flinkx.decoder.IDecode; -import com.dtstack.flinkx.kafkabase.reader.IClient; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; -import com.dtstack.flinkx.util.ExceptionUtil; -import org.apache.commons.lang.StringUtils; -import org.apache.kafka.clients.consumer.ConsumerRecord; -import org.apache.kafka.clients.consumer.ConsumerRecords; -import org.apache.kafka.clients.consumer.KafkaConsumer; -import org.apache.kafka.common.errors.WakeupException; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.util.List; -import java.util.Map; -import java.util.Properties; - -/** - * Date: 2019/12/25 - * Company: www.dtstack.com - * - * @author tudou - */ -public class KafkaClient implements IClient { - protected static Logger LOG = LoggerFactory.getLogger(KafkaClient.class); - private volatile boolean running = true; - private long pollTimeout; - private boolean blankIgnore; - private IDecode decode; - private KafkaBaseInputFormat format; - private KafkaConsumer consumer; - - public KafkaClient(Properties clientProps, List topics, long pollTimeout, KafkaBaseInputFormat format) { - this.pollTimeout = pollTimeout; - this.blankIgnore = format.getBlankIgnore(); - this.format = format; - this.decode = format.getDecode(); - consumer = new org.apache.kafka.clients.consumer.KafkaConsumer<>(clientProps); - consumer.subscribe(topics); - } - - @Override - public void run() { - try { - while (running) { - ConsumerRecords records = consumer.poll(pollTimeout); - for (ConsumerRecord r : records) { - boolean isIgnoreCurrent = r.value() == null || blankIgnore && StringUtils.isBlank(r.value()); - if (isIgnoreCurrent) { - continue; - } - - try { - processMessage(r.value()); - } catch (Throwable e) { - LOG.error("kafka consumer fetch is error, message:{}, e = {}", r.value(), ExceptionUtil.getErrorMessage(e)); - } - } - } - } catch (WakeupException e) { - LOG.warn("WakeupException to close kafka consumer, e = {}", ExceptionUtil.getErrorMessage(e)); - } catch (Throwable e) { - LOG.error("kafka consumer fetch is error, e = {}", ExceptionUtil.getErrorMessage(e)); - } finally { - consumer.close(); - } - } - - @Override - public void processMessage(String message) { - Map event = decode.decode(message); - if (event != null && event.size() > 0) { - format.processEvent(event); - } - } - - @Override - public void close() { - try { - running = false; - consumer.wakeup(); - } catch (Exception e) { - LOG.error("close kafka consumer error, e = {}", ExceptionUtil.getErrorMessage(e)); - } - } - -} diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaReader.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaReader.java index 441a5762ac..b284af7419 100644 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaReader.java +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/reader/KafkaReader.java @@ -18,10 +18,10 @@ package com.dtstack.flinkx.kafka.reader; import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafka.format.KafkaInputFormat; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormatBuilder; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseReader; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.kafka.clients.producer.ProducerConfig; /** * Date: 2019/11/21 @@ -33,13 +33,10 @@ public class KafkaReader extends KafkaBaseReader { public KafkaReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); - if (!consumerSettings.containsKey(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG)) { - throw new IllegalArgumentException(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG + " must set in consumerSettings"); - } } @Override - public KafkaBaseInputFormat getFormat(){ - return new KafkaInputFormat(); + public KafkaBaseInputFormatBuilder getBuilder(){ + return new KafkaBaseInputFormatBuilder(new KafkaInputFormat()); } } diff --git a/flinkx-kafka/flinkx-kafka-writer/pom.xml b/flinkx-kafka/flinkx-kafka-writer/pom.xml index c107bca101..84efdd2b15 100644 --- a/flinkx-kafka/flinkx-kafka-writer/pom.xml +++ b/flinkx-kafka/flinkx-kafka-writer/pom.xml @@ -65,6 +65,7 @@ + diff --git a/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaOutputFormat.java b/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/format/KafkaOutputFormat.java similarity index 77% rename from flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaOutputFormat.java rename to flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/format/KafkaOutputFormat.java index d9503a7c58..fdd075b0b4 100644 --- a/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaOutputFormat.java +++ b/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/format/KafkaOutputFormat.java @@ -16,11 +16,12 @@ * limitations under the License. */ -package com.dtstack.flinkx.kafka.writer; +package com.dtstack.flinkx.kafka.format; -import com.dtstack.flinkx.kafkabase.Formatter; -import com.dtstack.flinkx.kafkabase.writer.KafkaBaseOutputFormat; +import com.dtstack.flinkx.kafkabase.util.Formatter; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.MapUtil; import org.apache.flink.configuration.Configuration; import org.apache.kafka.clients.producer.KafkaProducer; import org.apache.kafka.clients.producer.ProducerConfig; @@ -30,6 +31,7 @@ import java.io.IOException; import java.util.Map; import java.util.Objects; +import java.util.concurrent.TimeUnit; /** * Date: 2019/11/21 @@ -45,7 +47,7 @@ public void configure(Configuration parameters) { super.configure(parameters); props.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, StringSerializer.class.getName()); props.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, StringSerializer.class.getName()); - props.put(ProducerConfig.REQUEST_TIMEOUT_MS_CONFIG, 86400000); + props.put(ProducerConfig.REQUEST_TIMEOUT_MS_CONFIG, 60000); props.put(ProducerConfig.RETRIES_CONFIG, 1000000); props.put(ProducerConfig.MAX_IN_FLIGHT_REQUESTS_PER_CONNECTION, 1); if (producerSettings != null) { @@ -56,12 +58,15 @@ public void configure(Configuration parameters) { @Override protected void emit(Map event) throws IOException { + heartBeatController.acquire(); String tp = Formatter.format(event, topic, timezone); - producer.send(new ProducerRecord<>(tp, event.toString(), objectMapper.writeValueAsString(event)), (metadata, exception) -> { + producer.send(new ProducerRecord<>(tp, event.toString(), MapUtil.writeValueAsString(event)), (metadata, exception) -> { if(Objects.nonNull(exception)){ String errorMessage = String.format("send data failed,data 【%s】 ,error info %s",event,ExceptionUtil.getErrorMessage(exception)); LOG.warn(errorMessage); - throw new RuntimeException(errorMessage); + heartBeatController.onFailed(exception); + } else { + heartBeatController.onSuccess(); } }); } @@ -69,6 +74,7 @@ protected void emit(Map event) throws IOException { @Override public void closeInternal() { LOG.warn("kafka output closeInternal."); - producer.close(); + //未设置具体超时时间 关闭时间默认是long.value 导致整个方法长时间等待关闭不了，因此明确指定20s时间 + producer.close(KafkaBaseOutputFormat.CLOSE_TIME, TimeUnit.MILLISECONDS); } } diff --git a/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaWriter.java b/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaWriter.java index 36fe32d8f9..f382cd087c 100644 --- a/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaWriter.java +++ b/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaWriter.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.kafka.writer; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.kafka.format.KafkaOutputFormat; +import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; import com.dtstack.flinkx.kafkabase.writer.KafkaBaseWriter; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; @@ -47,6 +49,10 @@ public DataStreamSink writeData(DataStream dataSet) { format.setProducerSettings(producerSettings); format.setRestoreConfig(restoreConfig); format.setTableFields(tableFields); + format.setDirtyPath(dirtyPath); + format.setDirtyHadoopConfig(dirtyHadoopConfig); + format.setSrcFieldNames(srcCols); + format.setHeartBeatController(new HeartBeatController()); return createOutput(dataSet, format); } diff --git a/flinkx-kafka/pom.xml b/flinkx-kafka/pom.xml index aa6ebda990..bc85942890 100644 --- a/flinkx-kafka/pom.xml +++ b/flinkx-kafka/pom.xml @@ -23,6 +23,16 @@ flinkx-core 1.6 provided + + + ch.qos.logback + logback-classic + + + ch.qos.logback + logback-core + + org.apache.kafka diff --git a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml index 0e52e92ab7..7e90aa9af0 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml @@ -65,6 +65,7 @@ + diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Client.java similarity index 69% rename from flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java rename to flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Client.java index 9633e6e4ad..faacd2710d 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Client.java +++ b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Client.java @@ -14,14 +14,17 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka09.reader; +package com.dtstack.flinkx.kafka09.client; import com.dtstack.flinkx.decoder.IDecode; -import com.dtstack.flinkx.kafkabase.reader.IClient; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.client.IClient; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import kafka.consumer.ConsumerIterator; import kafka.consumer.KafkaStream; +import kafka.message.MessageAndMetadata; +import org.apache.commons.lang3.tuple.Pair; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -50,17 +53,21 @@ public Kafka09Client(KafkaStream aStream, KafkaBaseInputFormat f @Override public void run() { + Thread.currentThread().setUncaughtExceptionHandler((t, e) -> { + LOG.warn("KafkaClient run failed, Throwable = {}", ExceptionUtil.getErrorMessage(e)); + }); try { while (running) { ConsumerIterator it = mStream.iterator(); while (it.hasNext()) { String m = null; try { - m = new String(it.next().message(), format.getEncoding()); - Map event = this.decode.decode(m); - if (event != null && event.size() > 0) { - this.format.processEvent(event); - } + MessageAndMetadata next = it.next(); + processMessage(new String(next.message(), format.getEncoding()), + next.topic(), + next.partition(), + next.offset(), + null); } catch (Exception e) { LOG.error("process event = {}, e = {}", m, ExceptionUtil.getErrorMessage(e)); } @@ -72,10 +79,10 @@ public void run() { } @Override - public void processMessage(String message) { + public void processMessage(String message, String topic, Integer partition, Long offset, Long timestamp) { Map event = decode.decode(message); if (event != null && event.size() > 0) { - format.processEvent(event); + format.processEvent(Pair.of(event, new kafkaState(topic, partition, offset, timestamp))); } } diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Consumer.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Consumer.java similarity index 82% rename from flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Consumer.java rename to flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Consumer.java index ce2fccbc05..110ef449d5 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Consumer.java +++ b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Consumer.java @@ -15,10 +15,11 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka09.reader; +package com.dtstack.flinkx.kafka09.client; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseConsumer; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.client.KafkaBaseConsumer; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; import kafka.consumer.KafkaStream; import java.util.Properties; @@ -37,7 +38,7 @@ public Kafka09Consumer(KafkaStream aStream) { } @Override - public KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format) { + public KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format, KafkaInputSplit kafkaInputSplit) { client = new Kafka09Client(mStream, format); return this; } diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09InputFormat.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09InputFormat.java similarity index 76% rename from flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09InputFormat.java rename to flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09InputFormat.java index ce1c5786d5..bc4bcd9992 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09InputFormat.java +++ b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09InputFormat.java @@ -15,9 +15,13 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka09.reader; +package com.dtstack.flinkx.kafka09.format; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafka09.client.Kafka09Consumer; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.enums.KafkaVersion; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.util.KafkaUtil; import kafka.consumer.ConsumerConfig; import kafka.consumer.KafkaStream; import kafka.javaapi.consumer.ConsumerConnector; @@ -41,12 +45,12 @@ public class Kafka09InputFormat extends KafkaBaseInputFormat { @Override public void openInputFormat() throws IOException { super.openInputFormat(); - Properties props = geneConsumerProp(); + Properties props = KafkaUtil.geneConsumerProp(consumerSettings, mode); consumerConnector = kafka.consumer.Consumer.createJavaConsumerConnector(new ConsumerConfig(props)); } @Override - protected void openInternal(InputSplit inputSplit) throws IOException { + protected void openInternal(InputSplit inputSplit) { Map topicCountMap = Collections.singletonMap(topic, 1); Map>> consumerMap = consumerConnector.createMessageStreams(topicCountMap); @@ -54,12 +58,12 @@ protected void openInternal(InputSplit inputSplit) throws IOException { for (final KafkaStream stream : streams) { consumer = new Kafka09Consumer(stream); } - consumer.createClient(topic, groupId, this).execute(); + consumer.createClient(topic, groupId, this, (KafkaInputSplit)inputSplit).execute(); running = true; } @Override - protected void closeInternal() throws IOException { + protected void closeInternal() { if (running) { consumerConnector.commitOffsets(true); consumerConnector.shutdown(); @@ -68,4 +72,9 @@ protected void closeInternal() throws IOException { LOG.warn("input kafka release."); } } + + @Override + public KafkaVersion getKafkaVersion() { + return KafkaVersion.kafka09; + } } diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java index 62abf5f7d6..31c6c6c5b4 100644 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java +++ b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java @@ -18,32 +18,31 @@ package com.dtstack.flinkx.kafka09.reader; import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.kafka09.format.Kafka09InputFormat; import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormatBuilder; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseReader; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import java.nio.charset.StandardCharsets; - /** * @company: www.dtstack.com * @author: toutian * @create: 2019/7/4 */ public class Kafka09Reader extends KafkaBaseReader { - private String encoding; public Kafka09Reader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); - ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); - encoding = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_ENCODING, StandardCharsets.UTF_8.name()); + //兼容历史脚本 + String id = consumerSettings.get(KafkaConfigKeys.GROUP_ID); + if(StringUtils.isNotBlank(id)){ + super.groupId = id; + } } @Override - public KafkaBaseInputFormat getFormat(){ - Kafka09InputFormat format = new Kafka09InputFormat(); - format.setEncoding(encoding); - return format; + public KafkaBaseInputFormatBuilder getBuilder(){ + return new KafkaBaseInputFormatBuilder(new Kafka09InputFormat()); } } diff --git a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml index 32a3dd0bf9..b774b700be 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml +++ b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml @@ -65,6 +65,7 @@ + diff --git a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09OutputFormat.java b/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java similarity index 78% rename from flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09OutputFormat.java rename to flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java index 87478df174..7d792f2619 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09OutputFormat.java +++ b/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java @@ -15,15 +15,12 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka09.writer; +package com.dtstack.flinkx.kafka09.format; -import com.dtstack.flinkx.kafkabase.Formatter; -import com.dtstack.flinkx.kafkabase.writer.AddressUtil; -import com.dtstack.flinkx.kafkabase.writer.KafkaBaseOutputFormat; -import com.dtstack.flinkx.util.GsonUtil; -import kafka.javaapi.producer.Producer; -import kafka.producer.KeyedMessage; -import kafka.producer.ProducerConfig; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseOutputFormat; +import com.dtstack.flinkx.kafkabase.util.Formatter; +import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; +import com.dtstack.flinkx.util.MapUtil; import org.apache.flink.configuration.Configuration; import org.apache.kafka.clients.producer.KafkaProducer; import org.apache.kafka.clients.producer.ProducerRecord; @@ -32,6 +29,7 @@ import java.io.IOException; import java.util.Map; import java.util.Objects; +import java.util.concurrent.TimeUnit; /** * @company: www.dtstack.com @@ -61,23 +59,16 @@ public void configure(Configuration parameters) { props.putAll(producerSettings); } props.put("metadata.broker.list", brokerList); - props.put("bootstrap.servers", brokerList); producer = new KafkaProducer<>(props); - LOG.info("brokerList {}", brokerList); - String broker = brokerList.split(",")[0]; - String[] split = broker.split(":"); - - if (split.length != 2 || !AddressUtil.telnet(split[0], Integer.parseInt(split[1]))) { - throw new RuntimeException("telnet error,brokerList" + brokerList); - } + super.configure(parameters); } @Override protected void emit(Map event) throws IOException { heartBeatController.acquire(); String tp = Formatter.format(event, topic, timezone); - producer.send(new ProducerRecord<>(tp, event.toString(), objectMapper.writeValueAsString(event)), (metadata, exception) -> { + producer.send(new ProducerRecord<>(tp, event.toString(), MapUtil.writeValueAsString(event)), (metadata, exception) -> { if (Objects.nonNull(exception)) { LOG.warn("kafka writeSingleRecordInternal error:{}", exception.getMessage(), exception); heartBeatController.onFailed(exception); @@ -89,8 +80,9 @@ protected void emit(Map event) throws IOException { @Override public void closeInternal() { - LOG.warn("kafka output closeInternal."); - producer.close(); + LOG.info("kafka output closeInternal."); + //未设置具体超时时间 关闭时间默认是long.value 导致整个方法长时间等待关闭不了，因此明确指定20s时间 + producer.close(KafkaBaseOutputFormat.CLOSE_TIME, TimeUnit.MILLISECONDS); } public void setEncoding(String encoding) { diff --git a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09Writer.java b/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09Writer.java index c91e0053ec..4caa61ba91 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09Writer.java +++ b/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09Writer.java @@ -19,7 +19,9 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.kafka09.format.Kafka09OutputFormat; import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; +import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; import com.dtstack.flinkx.kafkabase.writer.KafkaBaseWriter; import org.apache.commons.lang.StringUtils; import org.apache.flink.streaming.api.datastream.DataStream; @@ -60,6 +62,9 @@ public DataStreamSink writeData(DataStream dataSet) { format.setRestoreConfig(restoreConfig); format.setHeartBeatController(new HeartBeatController()); + format.setDirtyPath(dirtyPath); + format.setDirtyHadoopConfig(dirtyHadoopConfig); + format.setSrcFieldNames(srcCols); return createOutput(dataSet, format); } } diff --git a/flinkx-kafka09/pom.xml b/flinkx-kafka09/pom.xml index b24079eeea..3a8a141fcc 100644 --- a/flinkx-kafka09/pom.xml +++ b/flinkx-kafka09/pom.xml @@ -23,6 +23,16 @@ flinkx-core 1.6 provided + + + ch.qos.logback + logback-classic + + + ch.qos.logback + logback-core + + org.apache.kafka diff --git a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml index 3715a3df95..9170712ee0 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-reader/pom.xml @@ -65,6 +65,7 @@ + diff --git a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/client/Kafka10Client.java similarity index 82% rename from flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java rename to flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/client/Kafka10Client.java index f0d10d6f13..18baae6eca 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Client.java +++ b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/client/Kafka10Client.java @@ -15,13 +15,15 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka10.reader; +package com.dtstack.flinkx.kafka10.client; import com.dtstack.flinkx.decoder.IDecode; -import com.dtstack.flinkx.kafkabase.reader.IClient; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.client.IClient; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.tuple.Pair; import org.apache.kafka.clients.consumer.ConsumerRecord; import org.apache.kafka.clients.consumer.ConsumerRecords; import org.apache.kafka.clients.consumer.KafkaConsumer; @@ -59,6 +61,9 @@ public Kafka10Client(Properties clientProps, List topics, long pollTimeo @Override public void run() { + Thread.currentThread().setUncaughtExceptionHandler((t, e) -> { + LOG.warn("KafkaClient run failed, Throwable = {}", ExceptionUtil.getErrorMessage(e)); + }); try { while (running) { ConsumerRecords records = consumer.poll(pollTimeout); @@ -69,7 +74,7 @@ public void run() { } try { - processMessage(r.value()); + processMessage(r.value(), r.topic(), r.partition(), r.offset(), r.timestamp()); } catch (Throwable e) { LOG.error("kafka consumer fetch is error, message = {}, e = {}", r.value(), ExceptionUtil.getErrorMessage(e)); } @@ -85,10 +90,10 @@ public void run() { } @Override - public void processMessage(String message) { + public void processMessage(String message, String topic, Integer partition, Long offset, Long timestamp) { Map event = decode.decode(message); if (event != null && event.size() > 0) { - format.processEvent(event); + format.processEvent(Pair.of(event, new kafkaState(topic, partition, offset, timestamp))); } } diff --git a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Consumer.java b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/client/Kafka10Consumer.java similarity index 71% rename from flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Consumer.java rename to flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/client/Kafka10Consumer.java index 1e9618c673..44999b3d79 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Consumer.java +++ b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/client/Kafka10Consumer.java @@ -14,10 +14,13 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka10.reader; +package com.dtstack.flinkx.kafka10.client; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseConsumer; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.client.KafkaBaseConsumer; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; import java.util.Arrays; import java.util.Properties; @@ -34,12 +37,12 @@ public Kafka10Consumer(Properties properties) { } @Override - public Kafka10Consumer createClient(String topic, String group, KafkaBaseInputFormat format) { + public Kafka10Consumer createClient(String topic, String group, KafkaBaseInputFormat format, KafkaInputSplit kafkaInputSplit) { Properties clientProps = new Properties(); clientProps.putAll(props); - clientProps.put("group.id", group); + clientProps.put(KafkaConfigKeys.GROUP_ID, group); - client = new Kafka10Client(clientProps, Arrays.asList(topic.split(",")), Long.MAX_VALUE, format); + client = new Kafka10Client(clientProps, Arrays.asList(topic.split(ConstantValue.COMMA_SYMBOL)), Long.MAX_VALUE, format); return this; } } diff --git a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10InputFormat.java b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/format/Kafka10InputFormat.java similarity index 71% rename from flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10InputFormat.java rename to flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/format/Kafka10InputFormat.java index 448ae9768d..850a9b4f2c 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10InputFormat.java +++ b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/format/Kafka10InputFormat.java @@ -15,9 +15,12 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka10.reader; +package com.dtstack.flinkx.kafka10.format; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafka10.client.Kafka10Consumer; +import com.dtstack.flinkx.kafkabase.enums.KafkaVersion; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.util.KafkaUtil; import java.io.IOException; import java.util.Properties; @@ -32,7 +35,12 @@ public class Kafka10InputFormat extends KafkaBaseInputFormat { @Override public void openInputFormat() throws IOException { super.openInputFormat(); - Properties props = geneConsumerProp(); + Properties props = KafkaUtil.geneConsumerProp(consumerSettings, mode); consumer = new Kafka10Consumer(props); } + + @Override + public KafkaVersion getKafkaVersion() { + return KafkaVersion.kafka10; + } } diff --git a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Reader.java b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Reader.java index 5b89c335d0..0f606c9e94 100644 --- a/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Reader.java +++ b/flinkx-kafka10/flinkx-kafka10-reader/src/main/java/com/dtstack/flinkx/kafka10/reader/Kafka10Reader.java @@ -18,10 +18,10 @@ package com.dtstack.flinkx.kafka10.reader; import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafka10.format.Kafka10InputFormat; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormatBuilder; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseReader; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.kafka.clients.producer.ProducerConfig; /** * @company: www.dtstack.com @@ -32,13 +32,10 @@ public class Kafka10Reader extends KafkaBaseReader { public Kafka10Reader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); - if (!consumerSettings.containsKey(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG)){ - throw new IllegalArgumentException(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG + " must set in consumerSettings"); - } } @Override - public KafkaBaseInputFormat getFormat(){ - return new Kafka10InputFormat(); + public KafkaBaseInputFormatBuilder getBuilder(){ + return new KafkaBaseInputFormatBuilder(new Kafka10InputFormat()); } } diff --git a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml index a2d7870814..40234ddd1c 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/pom.xml +++ b/flinkx-kafka10/flinkx-kafka10-writer/pom.xml @@ -65,6 +65,7 @@ + diff --git a/flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/writer/Kafka10OutputFormat.java b/flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/format/Kafka10OutputFormat.java similarity index 77% rename from flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/writer/Kafka10OutputFormat.java rename to flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/format/Kafka10OutputFormat.java index 46f196b462..4a3b8bccbd 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/writer/Kafka10OutputFormat.java +++ b/flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/format/Kafka10OutputFormat.java @@ -15,11 +15,12 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka10.writer; +package com.dtstack.flinkx.kafka10.format; -import com.dtstack.flinkx.kafkabase.Formatter; -import com.dtstack.flinkx.kafkabase.writer.KafkaBaseOutputFormat; +import com.dtstack.flinkx.kafkabase.util.Formatter; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.MapUtil; import org.apache.flink.configuration.Configuration; import org.apache.kafka.clients.producer.KafkaProducer; import org.apache.kafka.clients.producer.ProducerConfig; @@ -29,6 +30,7 @@ import java.io.IOException; import java.util.Map; import java.util.Objects; +import java.util.concurrent.TimeUnit; /** * @company: www.dtstack.com @@ -44,7 +46,7 @@ public void configure(Configuration parameters) { super.configure(parameters); props.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, StringSerializer.class.getName()); props.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, StringSerializer.class.getName()); - props.put(ProducerConfig.REQUEST_TIMEOUT_MS_CONFIG, 86400000); + props.put(ProducerConfig.REQUEST_TIMEOUT_MS_CONFIG, 60000); props.put(ProducerConfig.RETRIES_CONFIG, 1000000); props.put(ProducerConfig.MAX_IN_FLIGHT_REQUESTS_PER_CONNECTION, 1); if (producerSettings != null) { @@ -55,12 +57,15 @@ public void configure(Configuration parameters) { @Override protected void emit(Map event) throws IOException { + heartBeatController.acquire(); String tp = Formatter.format(event, topic, timezone); - producer.send(new ProducerRecord<>(tp, event.toString(), objectMapper.writeValueAsString(event)), (metadata, exception) -> { + producer.send(new ProducerRecord<>(tp, event.toString(), MapUtil.writeValueAsString(event)), (metadata, exception) -> { if(Objects.nonNull(exception)){ String errorMessage = String.format("send data failed,data 【%s】 ,error info %s",event,ExceptionUtil.getErrorMessage(exception)); LOG.warn(errorMessage); - throw new RuntimeException(errorMessage); + heartBeatController.onFailed(exception); + }else{ + heartBeatController.onSuccess(); } }); } @@ -68,6 +73,7 @@ protected void emit(Map event) throws IOException { @Override public void closeInternal() { LOG.warn("kafka output closeInternal."); - producer.close(); + //未设置具体超时时间 关闭时间默认是long.value 导致整个方法长时间等待关闭不了，因此明确指定20s时间 + producer.close(KafkaBaseOutputFormat.CLOSE_TIME, TimeUnit.MILLISECONDS); } } diff --git a/flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/writer/Kafka10Writer.java b/flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/writer/Kafka10Writer.java index 03ad3cd108..72a3f235a4 100644 --- a/flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/writer/Kafka10Writer.java +++ b/flinkx-kafka10/flinkx-kafka10-writer/src/main/java/com/dtstack/flinkx/kafka10/writer/Kafka10Writer.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.kafka10.writer; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.kafka10.format.Kafka10OutputFormat; +import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; import com.dtstack.flinkx.kafkabase.writer.KafkaBaseWriter; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; @@ -46,7 +48,10 @@ public DataStreamSink writeData(DataStream dataSet) { format.setTableFields(tableFields); format.setProducerSettings(producerSettings); format.setRestoreConfig(restoreConfig); - + format.setHeartBeatController(new HeartBeatController()); + format.setDirtyPath(dirtyPath); + format.setDirtyHadoopConfig(dirtyHadoopConfig); + format.setSrcFieldNames(srcCols); return createOutput(dataSet, format); } } diff --git a/flinkx-kafka10/pom.xml b/flinkx-kafka10/pom.xml index 314f352a9d..b4fea25a0c 100644 --- a/flinkx-kafka10/pom.xml +++ b/flinkx-kafka10/pom.xml @@ -23,6 +23,16 @@ flinkx-core 1.6 provided + + + ch.qos.logback + logback-classic + + + ch.qos.logback + logback-core + + org.apache.kafka diff --git a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml index dcdaa4d2cf..4ce9b9fd74 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-reader/pom.xml @@ -65,6 +65,7 @@ + diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Client.java similarity index 78% rename from flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java rename to flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Client.java index 2e3d2d569f..2b6ff0bf0d 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Client.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Client.java @@ -1,10 +1,12 @@ -package com.dtstack.flinkx.kafka11.reader; +package com.dtstack.flinkx.kafka11.client; import com.dtstack.flinkx.decoder.IDecode; -import com.dtstack.flinkx.kafkabase.reader.IClient; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.client.IClient; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.tuple.Pair; import org.apache.kafka.clients.consumer.ConsumerRecord; import org.apache.kafka.clients.consumer.ConsumerRecords; import org.apache.kafka.clients.consumer.KafkaConsumer; @@ -42,6 +44,9 @@ public Kafka11Client(Properties clientProps, List topics, long pollTimeo @Override public void run() { + Thread.currentThread().setUncaughtExceptionHandler((t, e) -> { + LOG.warn("KafkaClient run failed, Throwable = {}", ExceptionUtil.getErrorMessage(e)); + }); try { while (running) { ConsumerRecords records = consumer.poll(pollTimeout); @@ -52,7 +57,7 @@ public void run() { } try { - processMessage(r.value()); + processMessage(r.value(), r.topic(), r.partition(), r.offset(), r.timestamp()); } catch (Throwable e) { LOG.error("kafka consumer fetch is error, message = {}, e = {}", r.value(), ExceptionUtil.getErrorMessage(e)); } @@ -68,10 +73,10 @@ public void run() { } @Override - public void processMessage(String message) { + public void processMessage(String message, String topic, Integer partition, Long offset, Long timestamp) { Map event = decode.decode(message); if (event != null && event.size() > 0) { - format.processEvent(event); + format.processEvent(Pair.of(event, new kafkaState(topic, partition, offset, timestamp))); } } diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Consumer.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Consumer.java similarity index 71% rename from flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Consumer.java rename to flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Consumer.java index cc3f3f0204..1206ea7178 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Consumer.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Consumer.java @@ -14,10 +14,13 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka11.reader; +package com.dtstack.flinkx.kafka11.client; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseConsumer; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.client.KafkaBaseConsumer; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; import java.util.Arrays; import java.util.Properties; @@ -34,12 +37,12 @@ public Kafka11Consumer(Properties properties) { } @Override - public KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format) { + public KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format, KafkaInputSplit kafkaInputSplit) { Properties clientProps = new Properties(); clientProps.putAll(props); - clientProps.put("group.id", group); + clientProps.put(KafkaConfigKeys.GROUP_ID, group); - client = new Kafka11Client(clientProps, Arrays.asList(topic.split(",")), Long.MAX_VALUE, format); + client = new Kafka11Client(clientProps, Arrays.asList(topic.split(ConstantValue.COMMA_SYMBOL)), Long.MAX_VALUE, format); return this; } } diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/format/Kafka11InputFormat.java similarity index 71% rename from flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java rename to flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/format/Kafka11InputFormat.java index 5a7253860f..55d1029f1b 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11InputFormat.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/format/Kafka11InputFormat.java @@ -17,9 +17,12 @@ */ -package com.dtstack.flinkx.kafka11.reader; +package com.dtstack.flinkx.kafka11.format; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafka11.client.Kafka11Consumer; +import com.dtstack.flinkx.kafkabase.enums.KafkaVersion; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.util.KafkaUtil; import java.io.IOException; import java.util.Properties; @@ -34,7 +37,12 @@ public class Kafka11InputFormat extends KafkaBaseInputFormat { @Override public void openInputFormat() throws IOException { super.openInputFormat(); - Properties props = geneConsumerProp(); + Properties props = KafkaUtil.geneConsumerProp(consumerSettings, mode); consumer = new Kafka11Consumer(props); } + + @Override + public KafkaVersion getKafkaVersion() { + return KafkaVersion.kafka11; + } } diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Reader.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Reader.java index 758258e730..6cd8e3a7ab 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Reader.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/reader/Kafka11Reader.java @@ -18,10 +18,10 @@ package com.dtstack.flinkx.kafka11.reader; import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafka11.format.Kafka11InputFormat; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormatBuilder; import com.dtstack.flinkx.kafkabase.reader.KafkaBaseReader; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; -import org.apache.kafka.clients.producer.ProducerConfig; /** * @company: www.dtstack.com @@ -32,13 +32,10 @@ public class Kafka11Reader extends KafkaBaseReader { public Kafka11Reader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); - if (!consumerSettings.containsKey(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG)){ - throw new IllegalArgumentException(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG + " must set in consumerSettings"); - } } @Override - public KafkaBaseInputFormat getFormat(){ - return new Kafka11InputFormat(); + public KafkaBaseInputFormatBuilder getBuilder(){ + return new KafkaBaseInputFormatBuilder(new Kafka11InputFormat()); } } diff --git a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml index 94bced62b2..907e45992d 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/pom.xml +++ b/flinkx-kafka11/flinkx-kafka11-writer/pom.xml @@ -66,6 +66,7 @@ + diff --git a/flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/writer/Kafka11OutputFormat.java b/flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/format/Kafka11OutputFormat.java similarity index 77% rename from flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/writer/Kafka11OutputFormat.java rename to flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/format/Kafka11OutputFormat.java index 90002eeb86..1b3336bfda 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/writer/Kafka11OutputFormat.java +++ b/flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/format/Kafka11OutputFormat.java @@ -15,11 +15,12 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka11.writer; +package com.dtstack.flinkx.kafka11.format; -import com.dtstack.flinkx.kafkabase.Formatter; -import com.dtstack.flinkx.kafkabase.writer.KafkaBaseOutputFormat; +import com.dtstack.flinkx.kafkabase.util.Formatter; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.MapUtil; import org.apache.flink.configuration.Configuration; import org.apache.kafka.clients.producer.KafkaProducer; import org.apache.kafka.clients.producer.ProducerConfig; @@ -29,6 +30,7 @@ import java.io.IOException; import java.util.Map; import java.util.Objects; +import java.util.concurrent.TimeUnit; /** * @company: www.dtstack.com @@ -44,7 +46,7 @@ public void configure(Configuration parameters) { super.configure(parameters); props.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, StringSerializer.class.getName()); props.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, StringSerializer.class.getName()); - props.put(ProducerConfig.REQUEST_TIMEOUT_MS_CONFIG, 86400000); + props.put(ProducerConfig.REQUEST_TIMEOUT_MS_CONFIG, 60000); props.put(ProducerConfig.RETRIES_CONFIG, 1000000); props.put(ProducerConfig.MAX_IN_FLIGHT_REQUESTS_PER_CONNECTION, 1); if (producerSettings != null) { @@ -55,12 +57,15 @@ public void configure(Configuration parameters) { @Override protected void emit(Map event) throws IOException { + heartBeatController.acquire(); String tp = Formatter.format(event, topic, timezone); - producer.send(new ProducerRecord<>(tp, event.toString(), objectMapper.writeValueAsString(event)), (metadata, exception) -> { + producer.send(new ProducerRecord<>(tp, event.toString(), MapUtil.writeValueAsString(event)), (metadata, exception) -> { if(Objects.nonNull(exception)){ String errorMessage = String.format("send data failed,data 【%s】 ,error info %s",event,ExceptionUtil.getErrorMessage(exception)); LOG.warn(errorMessage); - throw new RuntimeException(errorMessage); + heartBeatController.onFailed(exception); + } else { + heartBeatController.onSuccess(); } }); } @@ -68,6 +73,7 @@ protected void emit(Map event) throws IOException { @Override public void closeInternal() { LOG.warn("kafka output closeInternal."); - producer.close(); + //未设置具体超时时间 关闭时间默认是long.value 导致整个方法长时间等待关闭不了，因此明确指定20s时间 + producer.close(KafkaBaseOutputFormat.CLOSE_TIME, TimeUnit.MILLISECONDS); } } diff --git a/flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/writer/Kafka11Writer.java b/flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/writer/Kafka11Writer.java index 22227e6513..6d4a0e0a52 100644 --- a/flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/writer/Kafka11Writer.java +++ b/flinkx-kafka11/flinkx-kafka11-writer/src/main/java/com/dtstack/flinkx/kafka11/writer/Kafka11Writer.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.kafka11.writer; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.kafka11.format.Kafka11OutputFormat; +import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; import com.dtstack.flinkx.kafkabase.writer.KafkaBaseWriter; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; @@ -46,7 +48,10 @@ public DataStreamSink writeData(DataStream dataSet) { format.setProducerSettings(producerSettings); format.setRestoreConfig(restoreConfig); format.setTableFields(tableFields); - + format.setHeartBeatController(new HeartBeatController()); + format.setDirtyPath(dirtyPath); + format.setDirtyHadoopConfig(dirtyHadoopConfig); + format.setSrcFieldNames(srcCols); return createOutput(dataSet, format); } } diff --git a/flinkx-kafka11/pom.xml b/flinkx-kafka11/pom.xml index e9d3b3a452..4d42dcce6a 100644 --- a/flinkx-kafka11/pom.xml +++ b/flinkx-kafka11/pom.xml @@ -23,6 +23,16 @@ flinkx-core 1.6 provided + + + ch.qos.logback + logback-classic + + + ch.qos.logback + logback-core + + org.apache.kafka diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java index 714f85e95a..ccc5bf84db 100755 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java @@ -34,10 +34,18 @@ public class KafkaConfigKeys { public static final String KEY_CONSUMER_SETTINGS = "consumerSettings"; public static final String KEY_PRODUCER_SETTINGS = "producerSettings"; public static final String KEY_TABLE_FIELDS = "tableFields"; + public static final String KEY_MODE = "mode"; + //partition:0,offset:42;partition:1,offset:300 + public static final String KEY_OFFSET = "offset"; + public static final String KEY_TIMESTAMP = "timestamp"; /** * kafka 09 */ public static final String KEY_ENCODING = "encoding"; public static final String KEY_BROKER_LIST = "brokerList"; + + public static final String GROUP_ID = "group.id"; + + public static final String BOOTSTRAP_SERVERS= "bootstrap.servers"; } diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/entity/QueueData.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaInputSplit.java similarity index 56% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/entity/QueueData.java rename to flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaInputSplit.java index 8a39cdeb7b..fe37990aec 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/entity/QueueData.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaInputSplit.java @@ -15,40 +15,46 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.oraclelogminer.entity; +package com.dtstack.flinkx.kafkabase; -import com.google.gson.Gson; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import org.apache.flink.core.io.InputSplit; -import java.util.Map; +import java.util.List; /** - * Date: 2020/06/01 + * Date: 2020/12/30 * Company: www.dtstack.com * * @author tudou */ -public class QueueData { - private long scn; - private Map data; +public class KafkaInputSplit implements InputSplit { - public QueueData(long lsn, Map data) { - this.scn = lsn; - this.data = data; + private static final long serialVersionUID = 1L; + + private int splitNumber; + + private List list; + + public KafkaInputSplit(int splitNumber, List list) { + this.splitNumber = splitNumber; + this.list = list; } - public long getScn() { - return scn; + @Override + public int getSplitNumber() { + return splitNumber; } - public Map getData() { - return data; + public List getList() { + return list; } @Override public String toString() { - return "QueueData{" + - "scn=" + scn + - ", data=" + new Gson().toJson(data) + + return "KafkaInputSplit{" + + "splitNumber=" + splitNumber + + ", list=" + list + '}'; } } diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java new file mode 100644 index 0000000000..7ee7669f54 --- /dev/null +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java @@ -0,0 +1,106 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.kafkabase.entity; + +import java.io.Serializable; +import java.util.Objects; + +/** + * Date: 2020/12/26 + * Company: www.dtstack.com + * + * @author tudou + */ +public class kafkaState implements Serializable { + private static final long serialVersionUID = 1L; + + private String topic; + private Integer partition; + private Long offset; + private Long timestamp; + + public kafkaState(String topic, Integer partition, Long offset, Long timestamp) { + this.topic = topic; + this.partition = partition; + this.offset = offset; + this.timestamp = timestamp; + } + + public String getTopic() { + return topic; + } + + public void setTopic(String topic) { + this.topic = topic; + } + + public Integer getPartition() { + return partition; + } + + public void setPartition(Integer partition) { + this.partition = partition; + } + + public Long getOffset() { + return offset; + } + + public void setOffset(Long offset) { + this.offset = offset; + } + + public Long getTimestamp() { + return timestamp; + } + + public void setTimestamp(Long timestamp) { + this.timestamp = timestamp; + } + + @Override + public boolean equals(Object o) { + if (this == o) return true; + if (o == null || getClass() != o.getClass()) return false; + kafkaState that = (kafkaState) o; + return partition == that.partition && + offset == that.offset && + timestamp == that.timestamp && + topic.equals(that.topic); + } + + @Override + public kafkaState clone() { + return new kafkaState(this.topic, this.partition, this.offset, this.timestamp); + } + + @Override + public int hashCode() { + return Objects.hash(topic, partition, offset, timestamp); + } + + @Override + public String toString() { + return "kafkaState{" + + "topic='" + topic + '\'' + + ", partition=" + partition + + ", offset=" + offset + + ", timestamp=" + timestamp + + '}'; + } +} diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/PlainDecoder.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/enums/KafkaVersion.java similarity index 71% rename from flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/PlainDecoder.java rename to flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/enums/KafkaVersion.java index 74961c83c1..7c24b740a5 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/PlainDecoder.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/enums/KafkaVersion.java @@ -6,31 +6,42 @@ * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at - *

+ * * http://www.apache.org/licenses/LICENSE-2.0 - *

+ * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.pulsar.writer.decoder; - -import java.util.Collections; -import java.util.Map; +package com.dtstack.flinkx.kafkabase.enums; /** - * Date: 2019/11/21 + * Date: 2020/12/26 * Company: www.dtstack.com * * @author tudou */ -public class PlainDecoder implements IDecode { +public enum KafkaVersion { + + unknown("-1"), + + kafka09("0.9"), - @Override - public Map decode(final String message) { - return Collections.singletonMap("message", message); + kafka10("0.10"), + + kafka11("0.11"), + + kafka("1"); + + private String code; + + KafkaVersion(String code) { + this.code = code; } + public String getCode() { + return code; + } } diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/enums/StartupMode.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/enums/StartupMode.java new file mode 100644 index 0000000000..1c99905dfb --- /dev/null +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/enums/StartupMode.java @@ -0,0 +1,80 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.kafkabase.enums; + +import org.apache.commons.lang3.StringUtils; + +import java.util.Locale; + +/** + * Date: 2019/11/21 + * Company: www.dtstack.com + * + * @author tudou + */ +public enum StartupMode { + + /** + * Start from committed offsets in ZK / Kafka brokers of a specific consumer group (default). + */ + GROUP_OFFSETS("group-offsets"), + /** + * Start from the earliest offset possible. + */ + EARLIEST("earliest-offset"), + /** + * Start from the latest offset. + */ + LATEST("latest-offset"), + /** + * Start from user-supplied timestamp for each partition. + */ + TIMESTAMP("timestamp"), + /** + * Start from user-supplied specific offsets for each partition + */ + SPECIFIC_OFFSETS("specific-offsets"), + + UNKNOWN("unknown"); + + public String name; + + StartupMode(String name) { + this.name = name; + } + + /** + * 根据名称获取启动模式 + * @param name + * @return + */ + public static StartupMode getFromName(String name){ + if(StringUtils.isBlank(name)){ + throw new IllegalArgumentException("StartupMode name is blank."); + } + switch (name.toLowerCase(Locale.ENGLISH)){ + case "earliest-offset": return EARLIEST; + case "latest-offset": return LATEST; + case "timestamp": return TIMESTAMP; + case "specific-offsets": return SPECIFIC_OFFSETS; + case "group-offsets": return GROUP_OFFSETS; + default: return UNKNOWN; + } + } +} diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/Formatter.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/Formatter.java similarity index 98% rename from flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/Formatter.java rename to flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/Formatter.java index 19b97ceeb9..1e492a00ae 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/Formatter.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/Formatter.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase; +package com.dtstack.flinkx.kafkabase.util; import org.joda.time.DateTime; import org.joda.time.DateTimeZone; diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java new file mode 100644 index 0000000000..8cfa41b3c6 --- /dev/null +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java @@ -0,0 +1,103 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.kafkabase.util; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import com.dtstack.flinkx.kafkabase.enums.StartupMode; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; +import java.util.Properties; + +/** + * Date: 2020/12/31 + * Company: www.dtstack.com + * + * @author tudou + */ +public class KafkaUtil { + + /** + * 解析kafka offset字符串 + * @param topic + * @param offsetString + * @return + * @throws IllegalArgumentException + */ + public static List parseSpecificOffsetsString(String topic, String offsetString) throws IllegalArgumentException{ + final String[] pairs = offsetString.split(ConstantValue.SEMICOLON_SYMBOL); + final String validationExceptionMessage = "Invalid properties [offset] should follow the format 'partition:0,offset:42;partition:1,offset:300', but is '" + offsetString + "';"; + + if (pairs.length == 0) { + throw new IllegalArgumentException(validationExceptionMessage); + } + + List list = new ArrayList<>(); + for (String pair : pairs) { + if (null == pair || pair.length() == 0 || !pair.contains(ConstantValue.COMMA_SYMBOL)) { + throw new IllegalArgumentException(validationExceptionMessage); + } + + final String[] kv = pair.split(ConstantValue.COMMA_SYMBOL); + if (kv.length != 2 || + !kv[0].startsWith("partition:") || + !kv[1].startsWith("offset:")) { + throw new IllegalArgumentException(validationExceptionMessage); + } + + String partitionValue = kv[0].substring(kv[0].indexOf(ConstantValue.COLON_SYMBOL) + 1); + String offsetValue = kv[1].substring(kv[1].indexOf(ConstantValue.COLON_SYMBOL) + 1); + try { + final Integer partition = Integer.valueOf(partitionValue); + final Long offset = Long.valueOf(offsetValue); + list.add(new kafkaState(topic, partition, offset, null)); + } catch (NumberFormatException e) { + throw new IllegalArgumentException(validationExceptionMessage, e); + } + } + return list; + } + + /** + * 构造kafka properties + * @param consumerSettings + * @param mode + * @return + */ + public static Properties geneConsumerProp(Map consumerSettings, StartupMode mode) { + Properties props = new Properties(); + props.put("max.poll.interval.ms", "86400000"); + props.put("key.deserializer", "org.apache.kafka.common.serialization.StringDeserializer"); + props.put("value.deserializer", "org.apache.kafka.common.serialization.StringDeserializer"); + props.put("enable.auto.commit", "false"); + for (Map.Entry entry : consumerSettings.entrySet()) { + String k = entry.getKey(); + String v = entry.getValue(); + props.put(k, v); + } + switch (mode){ + case EARLIEST: + props.put("auto.offset.reset", "earliest"); + case LATEST: + props.put("auto.offset.reset", "latest"); + } + return props; + } +} diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/IClient.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/client/IClient.java similarity index 74% rename from flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/IClient.java rename to flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/client/IClient.java index b3b9ad2b3e..9a3ffcc941 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/IClient.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/client/IClient.java @@ -14,7 +14,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.reader; +package com.dtstack.flinkx.kafkabase.client; /** * Date: 2019/12/25 @@ -32,10 +32,13 @@ public interface IClient extends Runnable { /** * 处理消息的方法 - * - * @param message 待处理的消息 + * @param message 待处理的消息 + * @param topic kafka topic + * @param partition kafka分区 + * @param offset kafka offset + * @param timestamp kafka timestamp */ - void processMessage(String message); + void processMessage(String message, String topic, Integer partition, Long offset, Long timestamp); /** * 关闭连接 diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseConsumer.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/client/KafkaBaseConsumer.java similarity index 64% rename from flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseConsumer.java rename to flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/client/KafkaBaseConsumer.java index 8342f19fe7..89810927f0 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseConsumer.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/client/KafkaBaseConsumer.java @@ -14,8 +14,10 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.reader; +package com.dtstack.flinkx.kafkabase.client; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; import org.apache.commons.lang3.concurrent.BasicThreadFactory; import java.util.Properties; @@ -28,33 +30,30 @@ * * @author tudou */ -public class KafkaBaseConsumer { +public abstract class KafkaBaseConsumer { protected Properties props; protected IClient client; protected ExecutorService executor = new ScheduledThreadPoolExecutor(1, new BasicThreadFactory .Builder() - .namingPattern("KafkaConsumerThread-%d") + .namingPattern("KafkaConsumerThread-" + Thread.currentThread().getName()) .daemon(true) .build()); public KafkaBaseConsumer(Properties properties) { - Properties props = new Properties(); - props.put("max.poll.interval.ms", "86400000"); - props.put("key.deserializer", "org.apache.kafka.common.serialization.StringDeserializer"); - props.put("value.deserializer", "org.apache.kafka.common.serialization.StringDeserializer"); - props.put("auto.offset.reset", "earliest"); - if (properties != null) { - props.putAll(properties); - } - - this.props = props; + this.props = properties; } - public KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format){ - throw new RuntimeException("KafkaBaseConsumer.createClient() should be override by subclass!"); - } + /** + * 创建kafka consumer + * @param topic kafka topic 多个,分割 + * @param group kafka消费组 + * @param format InputFormat + * @param kafkaInputSplit kafka数据分片 + * @return + */ + public abstract KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format, KafkaInputSplit kafkaInputSplit); public void execute() { executor.execute(client); @@ -65,5 +64,4 @@ public void close() { client.close(); } } - } diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java similarity index 55% rename from flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java rename to flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java index 4f9dc3c288..678832cd3f 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseInputFormat.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java @@ -15,14 +15,24 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.reader; +package com.dtstack.flinkx.kafkabase.format; import com.dtstack.flinkx.decoder.DecodeEnum; import com.dtstack.flinkx.decoder.IDecode; import com.dtstack.flinkx.decoder.JsonDecoder; -import com.dtstack.flinkx.decoder.PlainDecoder; +import com.dtstack.flinkx.decoder.TextDecoder; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.dtstack.flinkx.kafkabase.KafkaInputSplit; +import com.dtstack.flinkx.kafkabase.client.KafkaBaseConsumer; +import com.dtstack.flinkx.kafkabase.entity.kafkaState; +import com.dtstack.flinkx.kafkabase.enums.KafkaVersion; +import com.dtstack.flinkx.kafkabase.enums.StartupMode; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.StringUtil; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.tuple.Pair; import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; @@ -30,8 +40,9 @@ import org.slf4j.LoggerFactory; import java.io.IOException; +import java.util.HashMap; +import java.util.List; import java.util.Map; -import java.util.Properties; import java.util.concurrent.BlockingQueue; import java.util.concurrent.SynchronousQueue; @@ -50,32 +61,48 @@ public class KafkaBaseInputFormat extends BaseRichInputFormat { protected String codec; protected boolean blankIgnore; protected String encoding; + protected StartupMode mode; + protected String offset; + protected Long timestamp; protected Map consumerSettings; + protected List metaColumns; + protected Map stateMap; protected volatile boolean running = false; protected transient BlockingQueue queue; protected transient KafkaBaseConsumer consumer; protected transient IDecode decode; + + @Override + protected InputSplit[] createInputSplitsInternal(int minNumSplits) { + InputSplit[] splits = new InputSplit[minNumSplits]; + for (int i = 0; i < minNumSplits; i++) { + splits[i] = new GenericInputSplit(i, minNumSplits); + } + return splits; + } + @Override public void openInputFormat() throws IOException { super.openInputFormat(); - queue = new SynchronousQueue<>(false); + stateMap = new HashMap<>(16); if (DecodeEnum.JSON.getName().equalsIgnoreCase(codec)) { decode = new JsonDecoder(); } else { - decode = new PlainDecoder(); + decode = new TextDecoder(); } } @Override - protected void openInternal(InputSplit inputSplit) throws IOException { - consumer.createClient(topic, groupId, this).execute(); + protected void openInternal(InputSplit inputSplit) { + LOG.info("inputSplit = {}", inputSplit); + consumer.createClient(topic, groupId, this, (KafkaInputSplit) inputSplit).execute(); running = true; } @Override - protected Row nextRecordInternal(Row row) throws IOException { + protected Row nextRecordInternal(Row row) { try { row = queue.take(); } catch (InterruptedException e) { @@ -84,81 +111,85 @@ protected Row nextRecordInternal(Row row) throws IOException { return row; } - @Override - protected void closeInternal() throws IOException { - if (running) { - consumer.close(); - running = false; - LOG.warn("input kafka release."); - } - } - - public void processEvent(Map event) { + public void processEvent(Pair, kafkaState> pair) { try { - queue.put(Row.of(event)); + Row row; + if(CollectionUtils.isEmpty(metaColumns)){ + row = Row.of(Row.of(pair.getLeft())); + }else{ + row = new Row(metaColumns.size()); + for (int i = 0; i < metaColumns.size(); i++) { + MetaColumn metaColumn = metaColumns.get(i); + Object value = pair.getLeft().get(metaColumn.getName()); + Object obj = StringUtil.string2col(String.valueOf(value), metaColumn.getType(), metaColumn.getTimeFormat()); + row.setField(i , obj); + } + } + queue.put(row); + + kafkaState state = pair.getRight(); + stateMap.put(String.format("%s-%s", state.getTopic(), state.getPartition()), state); } catch (InterruptedException e) { - LOG.error("takeEvent interrupted event:{} error:{}", event, e); + LOG.error("takeEvent interrupted pair:{} error:{}", pair, e); } } - protected Properties geneConsumerProp() { - Properties props = new Properties(); - for (Map.Entry entry : consumerSettings.entrySet()) { - String k = entry.getKey(); - String v = entry.getValue(); - props.put(k, v); - } - return props; - } - @Override - protected InputSplit[] createInputSplitsInternal(int minNumSplits) throws Exception { - InputSplit[] splits = new InputSplit[minNumSplits]; - for (int i = 0; i < minNumSplits; i++) { - splits[i] = new GenericInputSplit(i, minNumSplits); + public FormatState getFormatState() { + super.getFormatState(); + if (formatState != null) { + formatState.setState(stateMap); } - return splits; + return formatState; } @Override - public boolean reachedEnd() throws IOException { + public boolean reachedEnd() { return false; } + @Override + protected void closeInternal() { + if (running) { + consumer.close(); + running = false; + LOG.warn("input kafka release."); + } + } - public void setTopic(String topic) { - this.topic = topic; + /** + * 获取kafka版本信息 + * 0.9: kakfa09 + * 0.10: kafka10 + * @return + */ + public KafkaVersion getKafkaVersion() { + return KafkaVersion.unknown; } - public void setGroupId(String groupId) { - this.groupId = groupId; + /** + * 获取kafka state + * @return + */ + public Object getState(){ + return formatState == null ? null : formatState.getState(); } - public void setCodec(String codec) { - this.codec = codec; + public String getEncoding() { + return encoding; } - public void setBlankIgnore(boolean blankIgnore) { - this.blankIgnore = blankIgnore; + public IDecode getDecode() { + return decode; } public boolean getBlankIgnore() { return blankIgnore; } - public void setConsumerSettings(Map consumerSettings) { - this.consumerSettings = consumerSettings; + public StartupMode getMode() { + return mode; } - public String getEncoding() { - return encoding; - } - public void setEncoding(String encoding) { - this.encoding = encoding; - } - - public IDecode getDecode() { - return decode; - } } diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormatBuilder.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormatBuilder.java new file mode 100644 index 0000000000..b140a6747d --- /dev/null +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormatBuilder.java @@ -0,0 +1,126 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.kafkabase.format; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; +import com.dtstack.flinkx.kafkabase.enums.KafkaVersion; +import com.dtstack.flinkx.kafkabase.enums.StartupMode; +import com.dtstack.flinkx.kafkabase.util.KafkaUtil; +import com.dtstack.flinkx.reader.MetaColumn; +import org.apache.commons.lang3.StringUtils; + +import java.util.List; +import java.util.Map; + + +/** + * Date: 2020/12/07 + * Company: www.dtstack.com + * + * @author tudou + */ +public class KafkaBaseInputFormatBuilder extends BaseRichInputFormatBuilder { + + private KafkaBaseInputFormat format; + + public KafkaBaseInputFormatBuilder(KafkaBaseInputFormat format) { + super.format = this.format = format; + } + + public void setTopic(String topic) { + format.topic = topic; + } + + public void setGroupId(String groupId) { + format.groupId = groupId; + } + + public void setCodec(String codec) { + format.codec = codec; + } + + public void setBlankIgnore(boolean blankIgnore) { + format.blankIgnore = blankIgnore; + } + + public void setConsumerSettings(Map consumerSettings) { + format.consumerSettings = consumerSettings; + } + + public void setEncoding(String encoding) { + format.encoding = encoding; + } + + public void setMode(StartupMode mode) { + format.mode = mode; + } + + public void setOffset(String offset) { + format.offset = offset; + } + + public void setTimestamp(Long timestamp) { + format.timestamp = timestamp; + } + + public void setMetaColumns(List metaColumns) { + format.metaColumns = metaColumns; + } + + @Override + protected void checkFormat() { + StringBuilder sb = new StringBuilder(128); + if(StringUtils.isBlank(format.topic)){ + sb.append("No kafka topic supplied;\n"); + } + + if(StartupMode.TIMESTAMP.equals(format.mode) || StartupMode.SPECIFIC_OFFSETS.equals(format.mode)){ + if(format.topic.split(ConstantValue.COMMA_SYMBOL).length > 1){ + sb.append("mode [") + .append(format.mode) + .append("] is not supported when the number of kafka topic bigger than 1;\n"); + }else if(StartupMode.TIMESTAMP.equals(format.mode) && format.timestamp < 0){ + sb.append("No kafka timestamp supplied when mode is [") + .append(StartupMode.TIMESTAMP.name()) + .append("];\n"); + }else if(StartupMode.SPECIFIC_OFFSETS.equals(format.mode)){ + try { + KafkaUtil.parseSpecificOffsetsString(format.topic, format.offset); + }catch (IllegalArgumentException e){ + sb.append(e.getMessage()).append("\n"); + } + } + }else if(StartupMode.UNKNOWN.equals(format.mode)){ + sb.append("parameter [mode] config error, the value of mode must in [group-offsets, earliest-offset, latest-offset, timestamp, specific-offsets]\n"); + } + + if(!KafkaVersion.kafka09.equals(format.getKafkaVersion())){ + if (!format.consumerSettings.containsKey(KafkaConfigKeys.BOOTSTRAP_SERVERS)) { + sb.append("parameter [") + .append(KafkaConfigKeys.BOOTSTRAP_SERVERS) + .append("] must set in consumerSettings;\n"); + } + } + + if(sb.length() > 0){ + throw new IllegalArgumentException(sb.toString()); + } + } +} diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java index f9e6c593a7..dacfc4ba0e 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java @@ -19,21 +19,20 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; +import com.dtstack.flinkx.kafkabase.enums.StartupMode; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormatBuilder; import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.reader.MetaColumn; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; +import java.nio.charset.StandardCharsets; import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_BLANK_IGNORE; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_CODEC; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_CONSUMER_SETTINGS; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_GROUP_ID; -import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TOPIC; - /** * Date: 2019/11/21 * Company: www.dtstack.com @@ -41,11 +40,14 @@ * @author tudou */ public class KafkaBaseReader extends BaseDataReader { - protected String topic; protected String groupId; protected String codec; protected boolean blankIgnore; + protected String encoding; + protected String mode; + protected String offset; + protected Long timestamp; protected Map consumerSettings; protected List metaColumns; @@ -53,28 +55,41 @@ public class KafkaBaseReader extends BaseDataReader { public KafkaBaseReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); - topic = readerConfig.getParameter().getStringVal(KEY_TOPIC); - groupId = readerConfig.getParameter().getStringVal(KEY_GROUP_ID); - codec = readerConfig.getParameter().getStringVal(KEY_CODEC, "plain"); - blankIgnore = readerConfig.getParameter().getBooleanVal(KEY_BLANK_IGNORE, false); - consumerSettings = (Map) readerConfig.getParameter().getVal(KEY_CONSUMER_SETTINGS); + topic = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_TOPIC); + groupId = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_GROUP_ID, "default"); + codec = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_CODEC, "text"); + blankIgnore = readerConfig.getParameter().getBooleanVal(KafkaConfigKeys.KEY_BLANK_IGNORE, false); + encoding = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_ENCODING, StandardCharsets.UTF_8.name()); + mode = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_MODE, StartupMode.GROUP_OFFSETS.name); + offset = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_OFFSET, ""); + timestamp = readerConfig.getParameter().getLongVal(KafkaConfigKeys.KEY_TIMESTAMP, -1L); + consumerSettings = (Map) readerConfig.getParameter().getVal(KafkaConfigKeys.KEY_CONSUMER_SETTINGS); metaColumns = MetaColumn.getMetaColumns(readerConfig.getParameter().getColumn()); } @Override public DataStream readData() { - KafkaBaseInputFormat format = getFormat(); - format.setDataTransferConfig(dataTransferConfig); - format.setTopic(topic); - format.setGroupId(groupId); - format.setCodec(codec); - format.setBlankIgnore(blankIgnore); - format.setConsumerSettings(consumerSettings); - format.setRestoreConfig(restoreConfig); - return createInput(format); + KafkaBaseInputFormatBuilder builder = getBuilder(); + builder.setDataTransferConfig(dataTransferConfig); + builder.setRestoreConfig(restoreConfig); + builder.setTopic(topic); + builder.setGroupId(groupId); + builder.setCodec(codec); + builder.setBlankIgnore(blankIgnore); + builder.setEncoding(encoding); + builder.setConsumerSettings(consumerSettings); + builder.setMode(StartupMode.getFromName(mode)); + builder.setOffset(offset); + builder.setTimestamp(timestamp); + builder.setMetaColumns(metaColumns); + return createInput(builder.finish()); } - public KafkaBaseInputFormat getFormat(){ - return new KafkaBaseInputFormat(); + /** + * 获取不同版本的kafkaInputFormat + * @return + */ + public KafkaBaseInputFormatBuilder getBuilder(){ + return new KafkaBaseInputFormatBuilder(new KafkaBaseInputFormat()); } } diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseOutputFormat.java similarity index 77% rename from flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java rename to flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseOutputFormat.java index 3c8f7c076d..9d71909132 100644 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseOutputFormat.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseOutputFormat.java @@ -15,16 +15,19 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafkabase.writer; +package com.dtstack.flinkx.kafkabase.format; import com.dtstack.flinkx.config.RestoreConfig; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.decoder.JsonDecoder; +import com.dtstack.flinkx.exception.DataSourceException; import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.TelnetUtil; import org.apache.flink.configuration.Configuration; import org.apache.flink.types.Row; -import org.codehaus.jackson.map.ObjectMapper; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -44,6 +47,8 @@ public class KafkaBaseOutputFormat extends BaseRichOutputFormat { protected static final Logger LOG = LoggerFactory.getLogger(KafkaBaseOutputFormat.class); + //producer.close最长等待时间 + protected static final long CLOSE_TIME = 20000L; protected Properties props = new Properties(); protected String timezone; @@ -51,20 +56,21 @@ public class KafkaBaseOutputFormat extends BaseRichOutputFormat { protected Map producerSettings; protected List tableFields; protected static JsonDecoder jsonDecoder = new JsonDecoder(); - protected static ObjectMapper objectMapper = new ObjectMapper(); - //连续发送数据错误次数 - protected int failedTimes = 0; + //和kafkaBroker连通性控制器 + protected HeartBeatController heartBeatController; @Override public void configure(Configuration parameters) { - if(producerSettings != null && producerSettings.get("bootstrap.servers") != null){ + if(producerSettings != null && producerSettings.containsKey("bootstrap.servers")){ String brokerList = producerSettings.get("bootstrap.servers"); LOG.info("brokerList->{}",brokerList); - String broker = brokerList.split(",")[0]; - String[] split = broker.split(":"); + String broker = brokerList.split(ConstantValue.COMMA_SYMBOL)[0]; + String[] split = broker.split(ConstantValue.COLON_SYMBOL); - if( split.length !=2 ||!AddressUtil.telnet(split[0], Integer.parseInt(split[1]))){ - throw new RuntimeException("telnet error,brokerList"+brokerList+" please check dataSource is running"); + try { + TelnetUtil.telnet(split[0], Integer.parseInt(split[1])); + }catch (Exception e){ + throw new RuntimeException("telnet error, brokerList = " + brokerList); } } } @@ -98,15 +104,14 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { } } emit(map); - //只要有正常的 重置为0 - failedTimes =0; } catch (Throwable e) { String errorMessage = ExceptionUtil.getErrorMessage(e); LOG.error("kafka writeSingleRecordInternal error:{}", errorMessage); - //连续发送3次数据错误 或者出现broker 连接异常，就直接认为数据源异常，退出任务 或者出现broker连接不上，超时直接抛出异常 - if(++failedTimes >= 3 || e.getMessage().contains("Broker may not be available")||e.getMessage().contains("TimeoutException")){ - throw new RuntimeException("Error data is received 3 times continuously or datasource has error"+errorMessage, e); + //如果是数据源错误 直接抛出异常，而不是封装为WriteRecordException + // 否则WriteRecordException会被上层捕获，导致任务无法结束 + if(e instanceof DataSourceException){ + throw (DataSourceException)e; } throw new WriteRecordException(errorMessage, e); } @@ -150,4 +155,7 @@ public void setTableFields(List tableFields) { this.tableFields = tableFields; } + public void setHeartBeatController(HeartBeatController heartBeatController) { + this.heartBeatController = heartBeatController; + } } diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/AddressUtil.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/AddressUtil.java deleted file mode 100644 index 54a3c28f6d..0000000000 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/AddressUtil.java +++ /dev/null @@ -1,62 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.kafkabase.writer; - -import org.apache.commons.net.telnet.TelnetClient; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.net.InetAddress; - -/** - * @author jiangbo - * @date 2020/3/2 - */ -public class AddressUtil { - - private static Logger logger = LoggerFactory.getLogger(AddressUtil.class); - - public static boolean telnet(String ip,int port){ - TelnetClient client = null; - try{ - client = new TelnetClient(); - client.setConnectTimeout(3000); - client.connect(ip,port); - return true; - }catch(Exception e){ - return false; - } finally { - try { - if (client != null){ - client.disconnect(); - } - } catch (Exception e){ - logger.error("{}",e); - } - } - } - - public static boolean ping(String ip){ - try{ - return InetAddress.getByName(ip).isReachable(3000); - }catch(Exception e){ - return false; - } - } -} diff --git a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/HeartBeatController.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/HeartBeatController.java similarity index 81% rename from flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/HeartBeatController.java rename to flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/HeartBeatController.java index ebff662163..7aca7879c2 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/HeartBeatController.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/HeartBeatController.java @@ -15,10 +15,10 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.kafka09.writer; +package com.dtstack.flinkx.kafkabase.writer; +import com.dtstack.flinkx.exception.DataSourceException; import com.dtstack.flinkx.util.ExceptionUtil; -import org.apache.kafka.common.errors.TimeoutException; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -63,11 +63,11 @@ public void acquire() { if (Objects.isNull(e)) { return; } - //连续发送3次数据错误或出现连接异常 - if (failedTimes.get() >= detectingRetryTimes || e instanceof TimeoutException ) { - String message = "Error data is received 3 times continuously or datasource has error" + ExceptionUtil.getErrorMessage(e); + //连续发送3次数据错误 + if (failedTimes.get() >= detectingRetryTimes ) { + String message = "Failed to send data for three consecutive times，Please check whether the data source is normal，errorInfo->" + ExceptionUtil.getErrorMessage(e); logger.error(message); - throw new RuntimeException(message, e); + throw new DataSourceException("kafka",message, e); } } } diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java index 3ae4c05c7f..b320303c0b 100644 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java @@ -19,6 +19,7 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.kafkabase.format.KafkaBaseOutputFormat; import com.dtstack.flinkx.writer.BaseDataWriter; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; @@ -62,7 +63,9 @@ public DataStreamSink writeData(DataStream dataSet) { format.setProducerSettings(producerSettings); format.setRestoreConfig(restoreConfig); format.setTableFields(tableFields); - + format.setDirtyPath(dirtyPath); + format.setDirtyHadoopConfig(dirtyHadoopConfig); + format.setSrcFieldNames(srcCols); return createOutput(dataSet, format); } } diff --git a/flinkx-kb/pom.xml b/flinkx-kb/pom.xml index c11d9c32a8..c322923a89 100644 --- a/flinkx-kb/pom.xml +++ b/flinkx-kb/pom.xml @@ -24,6 +24,16 @@ flinkx-core 1.6 provided + + + ch.qos.logback + logback-classic + + + ch.qos.logback + logback-core + + diff --git a/flinkx-kingbase/flinkx-kingbase-core/pom.xml b/flinkx-kingbase/flinkx-kingbase-core/pom.xml new file mode 100644 index 0000000000..899f3ecdfd --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-core/pom.xml @@ -0,0 +1,24 @@ + + + + flinkx-kingbase + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-kingbase-core + + + + com.kingbase8 + kingbase8 + 8.2.0 + + + + + + \ No newline at end of file diff --git a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/constants/KingbaseCons.java b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/constants/KingbaseCons.java new file mode 100644 index 0000000000..e271291b15 --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/constants/KingbaseCons.java @@ -0,0 +1,47 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.kingbase.constants; + +/** + * kingbase常量 + * + * Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class KingbaseCons { + + public static final String DRIVER = "com.kingbase8.Driver"; + /** + * kingbase 主键索引名后缀 + */ + public static final String KEY_UPDATE_KEY = "key"; + + public static final String KEY_PRIMARY_SUFFIX = "_PKEY"; + + public static final String INSERT_SQL_MODE_TYPE = "copy"; + + /** + * copy语法分隔符 + */ + public static final String DEFAULT_FIELD_DELIM = "\001"; + public static final String DEFAULT_NULL_DELIM = "\002"; + public static final String LINE_DELIMITER = "\n"; + +} diff --git a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java new file mode 100644 index 0000000000..3a6a27811e --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseDatabaseMeta.java @@ -0,0 +1,140 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.kingbase.util; + +import com.dtstack.flinkx.enums.EDatabaseType; +import com.dtstack.flinkx.rdb.BaseDatabaseMeta; +import org.apache.commons.lang3.StringUtils; + +import java.util.ArrayList; +import java.util.LinkedList; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.constants.ConstantValue.COMMA_SYMBOL; +import static com.dtstack.flinkx.constants.ConstantValue.LEFT_PARENTHESIS_SYMBOL; +import static com.dtstack.flinkx.constants.ConstantValue.RIGHT_PARENTHESIS_SYMBOL; +import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.DRIVER; +import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.KEY_PRIMARY_SUFFIX; +import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.KEY_UPDATE_KEY; + +/** + * The class of KingBase database prototype + * + * Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class KingBaseDatabaseMeta extends BaseDatabaseMeta { + + @Override + protected String makeValues(List column) { + StringBuilder sb = new StringBuilder(); + sb.append(LEFT_PARENTHESIS_SYMBOL); + for(int i = 0; i < column.size(); ++i) { + if(i != 0) { + sb.append(COMMA_SYMBOL); + } + sb.append(quoteColumn(column.get(i))); + } + sb.append(RIGHT_PARENTHESIS_SYMBOL); + return sb.toString(); + } + + @Override + public EDatabaseType getDatabaseType() { + return EDatabaseType.KingBase; + } + + @Override + public String getDriverClass() { + return DRIVER; + } + + @Override + public String getSqlQueryFields(String tableName) { + return "SELECT * FROM " + tableName + " LIMIT 0"; + } + + @Override + public String getSqlQueryColumnFields(List column, String table) { + return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; + } + + /** + * Kingbase 的主键索引名为TABLE_PKEY格式 + * @param column column名 + * @param table 表名 + * @param updateKey 索引 + * @return updateSql + */ + @Override + public String getUpsertStatement(List column, String table, Map> updateKey) { + List columnList = new LinkedList<>(); + updateKey.forEach((key, value) -> { + // 兼顾查询主键索引名或者填入key map的情况 + if (StringUtils.endsWith(key, KEY_PRIMARY_SUFFIX) || StringUtils.equals(key, KEY_UPDATE_KEY)) { + columnList.addAll(value); + } + }); + return "INSERT INTO " + quoteTable(table) + + " (" + quoteColumns(column) + ") VALUES " + + makeValues(column.size()) + + " ON CONFLICT " +makeValues(columnList) + " DO UPDATE SET " + + makeUpdatePart(column); + } + + private String makeValues(int nCols) { + return LEFT_PARENTHESIS_SYMBOL + StringUtils.repeat("?", ",", nCols) + RIGHT_PARENTHESIS_SYMBOL; + } + + private String makeUpdatePart (List column) { + List updateList = new ArrayList<>(); + for(String col : column) { + String quotedCol = quoteColumn(col); + updateList.add(quotedCol + "=EXCLUDED." + quotedCol); + } + return StringUtils.join(updateList, COMMA_SYMBOL); + } + + @Override + public String quoteValue(String value, String column) { + return String.format("\"%s\" as %s",value,column); + } + + @Override + public String getSplitFilter(String columnName) { + return String.format("mod(%s, ${N}) = ${M}", getStartQuote() + columnName + getEndQuote()); + } + + @Override + public String getSplitFilterWithTmpTable(String tmpTable, String columnName) { + return String.format("mod(%s.%s, ${N}) = ${M}", tmpTable, getStartQuote() + columnName + getEndQuote()); + } + + @Override + public String getStartQuote() { + return ""; + } + + @Override + public String getEndQuote() { + return ""; + } +} diff --git a/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseTypeConverter.java b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseTypeConverter.java new file mode 100644 index 0000000000..586b6892c1 --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-core/src/main/java/com/dtstack/flinkx/kingbase/util/KingBaseTypeConverter.java @@ -0,0 +1,54 @@ +package com.dtstack.flinkx.kingbase.util; + +import com.dtstack.flinkx.rdb.type.TypeConverterInterface; +import org.apache.commons.lang3.StringUtils; + +import java.util.Arrays; +import java.util.Collections; +import java.util.List; + +/** + * kingbase中不常用类型转换为java类型 + * @Company: www.dtstack.com + * @author kunni@dtstack.com + */ +public class KingBaseTypeConverter implements TypeConverterInterface { + + private List stringTypes = Arrays.asList("uuid", "xml", "cidr", "inet", "macaddr", "text", "character", "character varying"); + + private List byteTypes = Arrays.asList("bytea","bit varying"); + + private List bitTypes = Collections.singletonList("bit"); + + private List doubleTypes = Arrays.asList("double precision","double","float8","money"); + + private List intTypes = Arrays.asList("int","int2","int4","int8","integer","bigint","bigserial","smallint"); + + @Override + public Object convert(Object data,String typeName) { + if (data == null){ + return null; + } + String dataValue = data.toString(); + if(stringTypes.contains(typeName)){ + return dataValue; + } + if(StringUtils.isBlank(dataValue)){ + return null; + } + if(doubleTypes.contains(typeName)){ + if(StringUtils.startsWith(dataValue, "$")){ + dataValue = StringUtils.substring(dataValue, 1); + } + data = Double.parseDouble(dataValue); + } else if(bitTypes.contains(typeName)){ + // + }else if(byteTypes.contains(typeName)){ + data = Byte.valueOf(dataValue); + } else if(intTypes.contains(typeName)){ + data = Integer.parseInt(dataValue); + } + + return data; + } +} diff --git a/flinkx-kingbase/flinkx-kingbase-reader/pom.xml b/flinkx-kingbase/flinkx-kingbase-reader/pom.xml new file mode 100644 index 0000000000..38c18a7e05 --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-reader/pom.xml @@ -0,0 +1,107 @@ + + + + flinkx-kingbase + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-kingbase-reader + + + com.dtstack.flinkx + flinkx-rdb-reader + 1.6 + provided + + + com.dtstack.flinkx + flinkx-kingbase-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.kingbasereader.io.netty + + + com.google.common + shade.kingbasereader.com.google.common + + + com.google.thirdparty + shade.kingbasereader.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseInputFormat.java b/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseInputFormat.java new file mode 100644 index 0000000000..0ff86b4a5e --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseInputFormat.java @@ -0,0 +1,89 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.kingbase.format; + +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import org.apache.commons.collections.CollectionUtils; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; + +import java.io.IOException; +import java.sql.ResultSet; + +import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; + +/** + * + * + * Company: www.dtstack.com + * @author kunni@Dtstack.com + */ + +public class KingbaseInputFormat extends JdbcInputFormat { + + /** + * 避免Operation requires a scrollable ResultSet问题 + * @param inputSplit 分片 + * @throws IOException IO异常 + */ + @Override + public void openInternal(InputSplit inputSplit) throws IOException { + if(incrementConfig.isPolling()){ + resultSetType = ResultSet.TYPE_SCROLL_INSENSITIVE; + } + super.openInternal(inputSplit); + } + + @Override + public Row nextRecordInternal(Row row) throws IOException { + if (!hasNext) { + return null; + } + row = new Row(columnCount); + + try { + for (int pos = 0; pos < row.getArity(); pos++) { + Object obj = resultSet.getObject(pos + 1); + if(obj != null) { + if(CollectionUtils.isNotEmpty(columnTypeList)) { + String columnType = columnTypeList.get(pos); + if("year".equalsIgnoreCase(columnType)) { + java.util.Date date = (java.util.Date) obj; + obj = DateUtil.dateToYearString(date); + } else if("tinyint".equalsIgnoreCase(columnType) + || "bit".equalsIgnoreCase(columnType)) { + if(obj instanceof Boolean) { + obj = ((Boolean) obj ? 1 : 0); + } + } + } + obj = clobToString(obj); + } + + row.setField(pos, obj); + } + return super.nextRecordInternal(row); + }catch (Exception e) { + throw new IOException("Couldn't read data - " + ExceptionUtil.getErrorMessage(e), e); + } + } + +} diff --git a/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/reader/KingbaseReader.java b/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/reader/KingbaseReader.java new file mode 100644 index 0000000000..a6625225a8 --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-reader/src/main/java/com/dtstack/flinkx/kingbase/reader/KingbaseReader.java @@ -0,0 +1,49 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.kingbase.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.kingbase.util.KingBaseDatabaseMeta; +import com.dtstack.flinkx.kingbase.format.KingbaseInputFormat; +import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; + +/** + * KingBase reader plugin + * + * Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class KingbaseReader extends JdbcDataReader { + + public KingbaseReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + String schema = config.getJob().getContent().get(0).getReader().getParameter().getConnection().get(0).getSchema(); + table = schema + ConstantValue.POINT_SYMBOL + table; + setDatabaseInterface(new KingBaseDatabaseMeta()); + } + + @Override + protected JdbcInputFormatBuilder getBuilder() { + return new JdbcInputFormatBuilder(new KingbaseInputFormat()); + } +} diff --git a/flinkx-kingbase/flinkx-kingbase-writer/pom.xml b/flinkx-kingbase/flinkx-kingbase-writer/pom.xml new file mode 100644 index 0000000000..5a1bd1a2bc --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-writer/pom.xml @@ -0,0 +1,106 @@ + + + + flinkx-kingbase + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-kingbase-writer + + + com.dtstack.flinkx + flinkx-rdb-writer + 1.6 + provided + + + com.dtstack.flinkx + flinkx-kingbase-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.kingbasewriter.io.netty + + + com.google.common + shade.kingbasewriter.com.google.common + + + com.google.thirdparty + shade.kingbasewriter.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java new file mode 100644 index 0000000000..8696d1db82 --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java @@ -0,0 +1,246 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.kingbase.format; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.enums.EWriteMode; +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; +import com.dtstack.flinkx.rdb.util.DbUtil; +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.kingbase8.copy.CopyManager; +import com.kingbase8.core.BaseConnection; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.types.Row; + +import java.io.ByteArrayInputStream; +import java.nio.charset.StandardCharsets; +import java.sql.PreparedStatement; +import java.sql.SQLException; + +import static com.dtstack.flinkx.constants.ConstantValue.COMMA_SYMBOL; +import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.DEFAULT_FIELD_DELIM; +import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.DEFAULT_NULL_DELIM; +import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.INSERT_SQL_MODE_TYPE; +import static com.dtstack.flinkx.kingbase.constants.KingbaseCons.LINE_DELIMITER; + +/** + * 写入数据到kingbase + * Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class KingbaseOutputFormat extends JdbcOutputFormat { + + private static final String COPY_SQL_TEMPL = "COPY %s(%s) FROM STDIN DELIMITER '%s' NULL AS '%s'"; + + private String copySql = ""; + + private CopyManager copyManager; + + /** + * schema名 + */ + public String schema; + + @Override + protected void openInternal(int taskNumber, int numTasks){ + try { + ClassUtil.forName(driverName, getClass().getClassLoader()); + dbConn = DbUtil.getConnection(dbUrl, username, password); + + if (restoreConfig.isRestore()){ + dbConn.setAutoCommit(false); + } + // 查询主键时用table格式 + if(CollectionUtils.isEmpty(fullColumn)) { + fullColumn = probeFullColumns(table, dbConn); + } + + if (!EWriteMode.INSERT.name().equalsIgnoreCase(mode)){ + if(updateKey == null || updateKey.size() == 0) { + updateKey = probePrimaryKeys(table, dbConn); + } + } + // 其他情况，使用schema.table作为表名 + table = schema + ConstantValue.POINT_SYMBOL + table; + if(fullColumnType == null) { + fullColumnType = analyzeTable(); + } + + for(String col : column) { + for (int i = 0; i < fullColumn.size(); i++) { + if (col.equalsIgnoreCase(fullColumn.get(i))){ + columnType.add(fullColumnType.get(i)); + break; + } + } + } + + preparedStatement = prepareTemplates(); + readyCheckpoint = false; + + LOG.info("subTask[{}}] wait finished", taskNumber); + } catch (SQLException sqe) { + throw new IllegalArgumentException("open() failed.", sqe); + } + try { + if (batchInterval > 1) { + dbConn.setAutoCommit(false); + } + } catch (Exception e) { + LOG.warn(ExceptionUtil.getErrorMessage(e)); + } + } + + @Override + protected PreparedStatement prepareTemplates() throws SQLException { + if(CollectionUtils.isEmpty(fullColumn)) { + fullColumn = column; + } + + //check is use copy mode for insert + if (EWriteMode.INSERT.name().equalsIgnoreCase(mode) && checkIsCopyMode(insertSqlMode)) { + copyManager = new CopyManager((BaseConnection) dbConn); + copySql = String.format(COPY_SQL_TEMPL, table, String.join(COMMA_SYMBOL, column), DEFAULT_FIELD_DELIM, DEFAULT_NULL_DELIM); + return null; + } + + return super.prepareTemplates(); + } + + @Override + protected void writeSingleRecordInternal(Row row) throws WriteRecordException { + if(!checkIsCopyMode(insertSqlMode)){ + if (batchInterval == 1) { + super.writeSingleRecordInternal(row); + } else { + writeSingleRecordCommit(row); + } + + return; + } + + //write with copy + int index = 0; + try { + StringBuilder sb = new StringBuilder(); + for (; index < row.getArity(); index++) { + Object rowData = getField(row, index); + sb.append(rowData) + .append(DEFAULT_FIELD_DELIM); + } + + String rowVal = sb.toString(); + ByteArrayInputStream bi = new ByteArrayInputStream(rowVal.getBytes(StandardCharsets.UTF_8)); + copyManager.copyIn(copySql, bi); + } catch (Exception e) { + processWriteException(e, index, row); + } + } + + private void writeSingleRecordCommit(Row row) throws WriteRecordException { + try { + super.writeSingleRecordInternal(row); + try { + dbConn.commit(); + } catch (Exception e) { + // 提交失败直接结束任务 + throw new RuntimeException(e); + } + } catch (WriteRecordException e) { + try { + dbConn.rollback(); + } catch (Exception e1) { + // 回滚失败直接结束任务 + throw new RuntimeException(e); + } + + throw e; + } + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + if(!checkIsCopyMode(insertSqlMode)){ + writeMultipleRecordsCommit(); + return; + } + + StringBuilder sb = new StringBuilder(128); + for (Row row : rows) { + int lastIndex = row.getArity() - 1; + for (int index = 0; index < row.getArity(); index++) { + Object rowData = getField(row, index); + sb.append(rowData==null ? DEFAULT_NULL_DELIM : rowData); + if(index != lastIndex){ + sb.append(DEFAULT_FIELD_DELIM); + } + } + + sb.append(LINE_DELIMITER); + } + + String rowVal = sb.toString(); + ByteArrayInputStream bi = new ByteArrayInputStream(rowVal.getBytes(StandardCharsets.UTF_8)); + copyManager.copyIn(copySql, bi); + + if(restoreConfig.isRestore()){ + rowsOfCurrentTransaction += rows.size(); + } + } + + private void writeMultipleRecordsCommit() throws Exception { + try { + super.writeMultipleRecordsInternal(); + dbConn.commit(); + } catch (Exception e){ + dbConn.rollback(); + throw e; + } + } + + @Override + protected Object getField(Row row, int index) { + Object field = super.getField(row, index); + String type = columnType.get(index); + field = typeConverter.convert(field,type); + + return field; + } + + private boolean checkIsCopyMode(String insertMode){ + if(StringUtils.isEmpty(insertMode)){ + return false; + } + + if(!INSERT_SQL_MODE_TYPE.equalsIgnoreCase(insertMode)){ + throw new RuntimeException("not support insertSqlMode:" + insertMode); + } + + return true; + } + + @Override + public void setSchema(String schema){ + this.schema = schema; + } +} diff --git a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java new file mode 100644 index 0000000000..d11b9e1fcc --- /dev/null +++ b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java @@ -0,0 +1,87 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.kingbase.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.kingbase.util.KingBaseDatabaseMeta; +import com.dtstack.flinkx.kingbase.util.KingBaseTypeConverter; +import com.dtstack.flinkx.kingbase.format.KingbaseOutputFormat; +import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; +import com.dtstack.flinkx.streaming.api.functions.sink.DtOutputFormatSinkFunction; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; + +import static com.dtstack.flinkx.constants.ConfigConstant.KEY_WRITER; + +/** + * KingBase writer plugin + * + * Company: www.dtstack.com + * @author kunni@dtstack.com + */ + +public class KingbaseWriter extends JdbcDataWriter { + + public String schema; + + public KingbaseWriter(DataTransferConfig config) { + super(config); + schema = config.getJob().getContent().get(0).getWriter().getParameter().getConnection().get(0).getSchema(); + setDatabaseInterface(new KingBaseDatabaseMeta()); + setTypeConverterInterface(new KingBaseTypeConverter()); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + KingbaseOutputFormat kingBaseOutputFormat = new KingbaseOutputFormat(); + kingBaseOutputFormat.setSchema(schema); + JdbcOutputFormatBuilder builder = new JdbcOutputFormatBuilder(kingBaseOutputFormat); + builder.setDriverName(databaseInterface.getDriverClass()); + builder.setDbUrl(dbUrl); + builder.setUsername(username); + builder.setPassword(password); + builder.setBatchInterval(batchSize); + builder.setMonitorUrls(monitorUrls); + builder.setPreSql(preSql); + builder.setPostSql(postSql); + builder.setErrors(errors); + builder.setErrorRatio(errorRatio); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); + builder.setDatabaseInterface(databaseInterface); + builder.setMode(mode); + builder.setTable(table); + builder.setColumn(column); + builder.setFullColumn(fullColumn); + builder.setUpdateKey(updateKey); + builder.setTypeConverter(typeConverter); + builder.setRestoreConfig(restoreConfig); + builder.setInsertSqlMode(insertSqlMode); + + DtOutputFormatSinkFunction sinkFunction = new DtOutputFormatSinkFunction(builder.finish()); + DataStreamSink dataStreamSink = dataSet.addSink(sinkFunction); + String sinkName = (databaseInterface.getDatabaseType() + KEY_WRITER).toLowerCase(); + dataStreamSink.name(sinkName); + return dataStreamSink; + } +} diff --git a/flinkx-kingbase/pom.xml b/flinkx-kingbase/pom.xml new file mode 100644 index 0000000000..14ceabbcf7 --- /dev/null +++ b/flinkx-kingbase/pom.xml @@ -0,0 +1,35 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + pom + + flinkx-kingbase-core + flinkx-kingbase-reader + flinkx-kingbase-writer + + + flinkx-kingbase + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + com.dtstack.flinkx + flinkx-rdb-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java b/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java index 4eb6ec865a..3fc1f31960 100644 --- a/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java +++ b/flinkx-kudu/flinkx-kudu-core/src/main/java/com/dtstack/flinkx/kudu/core/KuduUtil.java @@ -19,8 +19,10 @@ package com.dtstack.flinkx.kudu.core; +import com.dtstack.flinkx.authenticate.KerberosUtil; import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.util.FileSystemUtil; import org.apache.commons.lang.StringUtils; import org.apache.commons.lang.math.NumberUtils; import org.apache.hadoop.security.UserGroupInformation; @@ -57,10 +59,18 @@ public class KuduUtil { public final static String AUTHENTICATION_TYPE = "Kerberos"; - public static KuduClient getKuduClient(KuduConfig config) throws IOException,InterruptedException { - if(AUTHENTICATION_TYPE.equals(config.getAuthentication())){ - UserGroupInformation.loginUserFromKeytab(config.getPrincipal(), config.getKeytabFile()); - return UserGroupInformation.getLoginUser().doAs(new PrivilegedExceptionAction() { + /** + * 获取kudu的客户端 + * @param config kudu的配置信息 + * @param hadoopConfig hadoop相关信息 主要需要kerberos相关验证信息 + * @return + * @throws IOException + * @throws InterruptedException + */ + public static KuduClient getKuduClient(KuduConfig config, Map hadoopConfig) throws IOException,InterruptedException { + if(AUTHENTICATION_TYPE.equals(config.getAuthentication()) && FileSystemUtil.isOpenKerberos(hadoopConfig)){ + UserGroupInformation ugi = FileSystemUtil.getUGI(hadoopConfig,null); + return ugi.doAs(new PrivilegedExceptionAction() { @Override public KuduClient run() throws Exception { return getKuduClientInternal(config); @@ -81,9 +91,9 @@ private static KuduClient getKuduClientInternal(KuduConfig config) { .syncClient(); } - public static List getKuduScanToken(KuduConfig config, List columns, String filterString) throws IOException{ + public static List getKuduScanToken(KuduConfig config, List columns, String filterString, Map hadoopConfig) throws IOException{ try ( - KuduClient client = getKuduClient(config) + KuduClient client = getKuduClient(config, hadoopConfig) ) { KuduTable kuduTable = client.openTable(config.getTable()); @@ -157,6 +167,7 @@ public static Type getType(String columnType){ case "varchar": case "text": case "string" : return Type.STRING; + case "unixtime_micros": case "timestamp" : return Type.UNIXTIME_MICROS; default: throw new IllegalArgumentException("Not support column type:" + columnType); diff --git a/flinkx-kudu/flinkx-kudu-reader/pom.xml b/flinkx-kudu/flinkx-kudu-reader/pom.xml index 0c97772391..53568ff52a 100644 --- a/flinkx-kudu/flinkx-kudu-reader/pom.xml +++ b/flinkx-kudu/flinkx-kudu-reader/pom.xml @@ -80,6 +80,7 @@ + diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java index 6be5434a52..0f637dcd84 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormat.java @@ -34,6 +34,7 @@ import java.io.IOException; import java.util.List; +import java.util.Map; /** * @author jiangbo @@ -45,6 +46,8 @@ public class KuduInputFormat extends BaseRichInputFormat { protected KuduConfig kuduConfig; + protected Map hadoopConfig; + private transient KuduClient client; private transient KuduScanner scanner; @@ -57,7 +60,7 @@ public void openInputFormat() throws IOException { super.openInputFormat(); try { - client = KuduUtil.getKuduClient(kuduConfig); + client = KuduUtil.getKuduClient(kuduConfig, hadoopConfig); } catch (IOException | InterruptedException e) { throw new RuntimeException("Get KuduClient error", e); } @@ -122,7 +125,7 @@ private Object getValue(Type type, RowResult rowResult, String name) { @Override public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { LOG.info("execute createInputSplits,minNumSplits:{}", minNumSplits); - List scanTokens = KuduUtil.getKuduScanToken(kuduConfig, columns, kuduConfig.getFilterString()); + List scanTokens = KuduUtil.getKuduScanToken(kuduConfig, columns, kuduConfig.getFilterString(), hadoopConfig); KuduTableSplit[] inputSplits = new KuduTableSplit[scanTokens.size()]; for (int i = 0; i < scanTokens.size(); i++) { inputSplits[i] = new KuduTableSplit(scanTokens.get(i).serialize(), i); @@ -168,4 +171,12 @@ public void closeInputFormat() throws IOException { client = null; } } + + public Map getHadoopConfig() { + return hadoopConfig; + } + + public void setHadoopConfig(Map hadoopConfig) { + this.hadoopConfig = hadoopConfig; + } } diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java index 4959731c76..68f0c1d00d 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduInputFormatBuilder.java @@ -25,6 +25,7 @@ import com.dtstack.flinkx.reader.MetaColumn; import java.util.List; +import java.util.Map; /** * @author jiangbo @@ -46,6 +47,10 @@ public void setKuduConfig(KuduConfig kuduConfig){ format.kuduConfig = kuduConfig; } + public void setHadoopConfig(Map hadoopConfig) { + format.setHadoopConfig(hadoopConfig); + } + @Override protected void checkFormat() { if (format.columns == null || format.columns.size() == 0){ diff --git a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java index 55d86d1af8..26fce0f837 100644 --- a/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java +++ b/flinkx-kudu/flinkx-kudu-reader/src/main/java/com/dtstack/flinkx/kudu/reader/KuduReader.java @@ -31,6 +31,7 @@ import org.apache.kudu.client.AsyncKuduClient; import java.util.List; +import java.util.Map; import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_ADMIN_OPERATION_TIMEOUT; import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_AUTHENTICATION; @@ -56,6 +57,8 @@ public class KuduReader extends BaseDataReader { private KuduConfig kuduConfig; + protected Map hadoopConfig; + public KuduReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); @@ -78,6 +81,8 @@ public KuduReader(DataTransferConfig config, StreamExecutionEnvironment env) { .withBatchSizeBytes(parameterConfig.getIntVal(KEY_BATCH_SIZE_BYTES, 1024*1024)) .withFilter(parameterConfig.getStringVal(KEY_FILTER)) .build(); + + hadoopConfig = (Map) readerConfig.getParameter().getVal("hadoopConfig"); } @Override @@ -90,6 +95,7 @@ public DataStream readData() { builder.setKuduConfig(kuduConfig); builder.setTestConfig(testConfig); builder.setLogConfig(logConfig); + builder.setHadoopConfig(hadoopConfig); return createInput(builder.finish()); } diff --git a/flinkx-kudu/flinkx-kudu-writer/pom.xml b/flinkx-kudu/flinkx-kudu-writer/pom.xml index a2d5dc9967..c0030ab1bd 100644 --- a/flinkx-kudu/flinkx-kudu-writer/pom.xml +++ b/flinkx-kudu/flinkx-kudu-writer/pom.xml @@ -80,6 +80,7 @@ + diff --git a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java index f7420e4f15..be730c4aff 100644 --- a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java +++ b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormat.java @@ -43,6 +43,7 @@ import java.sql.Date; import java.sql.Timestamp; import java.util.List; +import java.util.Map; /** * @author jiangbo @@ -58,6 +59,8 @@ public class KuduOutputFormat extends BaseRichOutputFormat { private transient KuduClient client; + protected Map hadoopConfig; + private transient KuduSession session; private transient KuduTable kuduTable; @@ -65,7 +68,7 @@ public class KuduOutputFormat extends BaseRichOutputFormat { @Override protected void openInternal(int taskNumber, int numTasks) throws IOException { try{ - client = KuduUtil.getKuduClient(kuduConfig); + client = KuduUtil.getKuduClient(kuduConfig, hadoopConfig); } catch (Exception e){ throw new RuntimeException("Get KuduClient error", e); } @@ -197,4 +200,12 @@ public void closeInternal() throws IOException { client.close(); } } + + public Map getHadoopConfig() { + return hadoopConfig; + } + + public void setHadoopConfig(Map hadoopConfig) { + this.hadoopConfig = hadoopConfig; + } } diff --git a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormatBuilder.java b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormatBuilder.java index 320e2df95a..16f8881f7c 100644 --- a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormatBuilder.java +++ b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduOutputFormatBuilder.java @@ -24,6 +24,7 @@ import com.dtstack.flinkx.reader.MetaColumn; import java.util.List; +import java.util.Map; /** * @author jiangbo @@ -49,6 +50,9 @@ public void setWriteMode(String writeMode){ format.writeMode = writeMode; } + public void setHadoopConfig(Map hadoopConfig) { + format.setHadoopConfig(hadoopConfig); + } @Override protected void checkFormat() { if (format.columns == null || format.columns.size() == 0){ diff --git a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java index 2cb5532262..72c71baee2 100644 --- a/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java +++ b/flinkx-kudu/flinkx-kudu-writer/src/main/java/com/dtstack/flinkx/kudu/writer/KuduWriter.java @@ -31,6 +31,7 @@ import org.apache.kudu.client.AsyncKuduClient; import java.util.List; +import java.util.Map; import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_ADMIN_OPERATION_TIMEOUT; import static com.dtstack.flinkx.kudu.core.KuduConfigKeys.KEY_AUTHENTICATION; @@ -57,6 +58,8 @@ public class KuduWriter extends BaseDataWriter { private int batchInterval; + protected Map hadoopConfig; + public KuduWriter(DataTransferConfig config) { super(config); @@ -77,6 +80,8 @@ public KuduWriter(DataTransferConfig config) { .withTable(parameterConfig.getStringVal(KEY_TABLE)) .withFlushMode(parameterConfig.getStringVal(KEY_FLUSH_MODE)) .build(); + + hadoopConfig = (Map) parameterConfig.getVal("hadoopConfig"); } @Override @@ -89,6 +94,10 @@ public DataStreamSink writeData(DataStream dataSet) { builder.setBatchInterval(batchInterval); builder.setErrors(errors); builder.setErrorRatio(errorRatio); + builder.setHadoopConfig(hadoopConfig); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); return createOutput(dataSet,builder.finish()); } } diff --git a/flinkx-launcher/pom.xml b/flinkx-launcher/pom.xml index 8ac6150544..9c52b9d958 100644 --- a/flinkx-launcher/pom.xml +++ b/flinkx-launcher/pom.xml @@ -12,17 +12,25 @@ flinkx-launcher + + ch.qos.logback + logback-classic + 1.1.7 + + com.dtstack.flinkx flinkx-core 1.6 + + + org.slf4j + slf4j-log4j12 + + - - ch.qos.logback - logback-classic - 1.1.7 - + com.google.code.gson @@ -104,12 +112,6 @@ avro 1.8.2 - - junit - junit - 4.12 - test - diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index 09f530cd18..d97ee6ce73 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -25,6 +25,7 @@ import org.apache.flink.client.deployment.StandaloneClusterId; import org.apache.flink.client.program.ClusterClient; import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.GlobalConfiguration; import org.apache.flink.configuration.HighAvailabilityOptions; import org.apache.flink.core.fs.FileSystem; import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; @@ -76,6 +77,10 @@ public static ClusterClient createYarnClient(Options launcherOptions) { try { FileSystem.initialize(flinkConfig); + //进行kerberos验证 如果需要的话 + KerberosInfo kerberosInfo = new KerberosInfo(launcherOptions.getKrb5conf(), launcherOptions.getKeytab(), launcherOptions.getPrincipal(), flinkConfig); + kerberosInfo.verify(); + YarnConfiguration yarnConf = YarnConfLoader.getYarnConf(yarnConfDir); YarnClient yarnClient = YarnClient.createYarnClient(); yarnClient.init(yarnConf); diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/KerberosInfo.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/KerberosInfo.java new file mode 100644 index 0000000000..e557ea5e88 --- /dev/null +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/KerberosInfo.java @@ -0,0 +1,149 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.launcher; + +import com.dtstack.flinkx.util.ExceptionUtil; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.SecurityOptions; +import org.apache.flink.runtime.util.HadoopUtils; +import org.apache.hadoop.security.SecurityUtil; +import org.apache.hadoop.security.UserGroupInformation; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.File; +import java.io.IOException; + +/** + * KerberosInfo + * + * @author by dujie@dtstack.com + * @Date 2020/8/21 + */ +public class KerberosInfo { + + private static final Logger LOG = LoggerFactory.getLogger(KerberosInfo.class); + + + private final String krb5confPath; + private final String keytab; + private final String principal; + private final Configuration config; + private final org.apache.hadoop.conf.Configuration hadoopConfiguration; + + public KerberosInfo(String krb5confPath, String keytab, String principal, Configuration config) { + this.krb5confPath = krb5confPath; + this.config = config; + this.hadoopConfiguration = HadoopUtils.getHadoopConfiguration(this.config); + + //keytab, launcherOptions.getKeytab() 比flinkConfiguration里配置的优先级高 + if (StringUtils.isBlank(keytab)) { + this.keytab = this.config.getString(SecurityOptions.KERBEROS_LOGIN_KEYTAB); + } else { + this.keytab = keytab; + } + //principal信息, launcherOptions.getPrincipal() 比flinkConfiguration里配置的优先级高 + if (StringUtils.isBlank(principal)) { + this.principal = this.config.getString(SecurityOptions.KERBEROS_LOGIN_PRINCIPAL); + } else { + this.principal = principal; + } + } + + public void verify() { + if (!isVerify()) { + return; + } + + check(); + + //如果指定了Krb5conf位置 + if (StringUtils.isNotBlank(this.getKrb5confPath())) { + System.setProperty("java.security.krb5.conf", this.getKrb5confPath()); + } + + String keyTabpath; + try { + keyTabpath = (new File(keytab)).getAbsolutePath(); + } catch (Exception e) { + String message = String.format("can not get the file 【%s】,error info-> %s ", + keytab, + ExceptionUtil.getErrorMessage(e)); + LOG.error("{}", message); + throw new RuntimeException(message, e); + } + + + LOG.info("kerberos info:Krb5confPath ->{}, Principal ->{}, keytab->{}", System.getProperty("java.security.krb5.conf"), principal, keyTabpath); + + //开始kerberos验证 + UserGroupInformation.setConfiguration(hadoopConfiguration); + try { + UserGroupInformation.getCurrentUser().setAuthenticationMethod(UserGroupInformation.AuthenticationMethod.KERBEROS); + } catch (IOException e) { + String message = "UserGroupInformation getCurrentUser has error," + ExceptionUtil.getErrorMessage(e); + LOG.error("{}", message); + throw new RuntimeException(message, e); + } + + + try { + UserGroupInformation.loginUserFromKeytab(principal, keyTabpath); + } catch (IOException e) { + String message = String.format("Unable to set the Hadoop login principal【%s】,keytab 【%s】error info-> %s ", + principal, + keyTabpath, + ExceptionUtil.getErrorMessage(e)); + LOG.error("{}", message); + throw new RuntimeException(message, e); + } + } + + //是否需要kerberos验证 + public boolean isVerify() { + UserGroupInformation.AuthenticationMethod authenticationMethod = SecurityUtil.getAuthenticationMethod(hadoopConfiguration); + return UserGroupInformation.AuthenticationMethod.SIMPLE != authenticationMethod; + } + + protected void check() { + if (StringUtils.isBlank(getKeytab())) { + throw new RuntimeException("keytabPath can not be null"); + } + + if (StringUtils.isBlank(getPrincipal())) { + throw new RuntimeException("principal can not be null"); + } + } + + + public String getKrb5confPath() { + return krb5confPath; + } + + public String getKeytab() { + return keytab; + } + + + public String getPrincipal() { + return principal; + } + + +} diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 65b954a53f..2a464515f5 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -17,8 +17,6 @@ */ package com.dtstack.flinkx.launcher; -import ch.qos.logback.classic.Level; -import ch.qos.logback.classic.LoggerContext; import com.dtstack.flinkx.config.ContentConfig; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.enums.ClusterMode; @@ -36,7 +34,6 @@ import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.flink.util.Preconditions; -import org.slf4j.LoggerFactory; import java.io.File; import java.io.FileInputStream; @@ -62,12 +59,11 @@ public class Launcher { public static final String KEY_FLINK_HOME = "FLINK_HOME"; public static final String KEY_HADOOP_HOME = "HADOOP_HOME"; - public static final String PLUGINS_DIR_NAME = "plugins"; + public static final String PLUGINS_DIR_NAME = "syncplugins"; public static final String CORE_JAR_NAME_PREFIX = "flinkx"; public static final String MAIN_CLASS = "com.dtstack.flinkx.Main"; public static void main(String[] args) throws Exception { - setLogLevel(Level.DEBUG.toString()); OptionParser optionParser = new OptionParser(args); Options launcherOptions = optionParser.getOptions(); findDefaultConfigDir(launcherOptions); @@ -162,6 +158,7 @@ public static List analyzeUserClasspath(String content, String pluginRoot) return urlList; } + private static void findDefaultConfigDir(Options launcherOptions) { findDefaultPluginRoot(launcherOptions); @@ -267,11 +264,4 @@ private static String readJob(String job) { throw new RuntimeException(e); } } - - private static void setLogLevel(String level) { - LoggerContext loggerContext = (LoggerContext) LoggerFactory.getILoggerFactory(); - //设置全局日志级别 - ch.qos.logback.classic.Logger logger = loggerContext.getLogger("root"); - logger.setLevel(Level.toLevel(level)); - } } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java index d9c5c057a8..2ee9028014 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java @@ -38,7 +38,6 @@ * @author tudou */ public class FlinkPerJobUtil { - private static final Logger LOG = LoggerFactory.getLogger(FlinkPerJobUtil.class); /** * Minimum memory requirements, checked by the Client. * the minimum memory should be higher than the min heap cutoff @@ -48,6 +47,7 @@ public class FlinkPerJobUtil { public final static String JOBMANAGER_MEMORY_MB = "jobmanager.memory.mb"; public final static String TASKMANAGER_MEMORY_MB = "taskmanager.memory.mb"; public final static String SLOTS_PER_TASKMANAGER = "taskmanager.slots"; + private static final Logger LOG = LoggerFactory.getLogger(FlinkPerJobUtil.class); /** * the specification of this per-job mode cost diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java index f4649d336a..cf8c8caef5 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java @@ -17,6 +17,7 @@ */ package com.dtstack.flinkx.launcher.perJob; +import com.dtstack.flinkx.launcher.KerberosInfo; import com.dtstack.flinkx.launcher.YarnConfLoader; import com.dtstack.flinkx.options.Options; import org.apache.commons.lang3.StringUtils; @@ -54,6 +55,9 @@ public class PerJobClusterClientBuilder { private Configuration flinkConfig; + //kerberos验证信息 + private KerberosInfo kerberosInfo; + /** * init yarnClient * @param launcherOptions flinkx args @@ -66,6 +70,9 @@ public void init(Options launcherOptions, Properties conProp) throws Exception { } flinkConfig = launcherOptions.loadFlinkConfiguration(); conProp.forEach((key, val) -> flinkConfig.setString(key.toString(), val.toString())); + this.kerberosInfo = new KerberosInfo(launcherOptions.getKrb5conf(),launcherOptions.getKeytab(),launcherOptions.getPrincipal(),this.flinkConfig); + kerberosInfo.verify(); + SecurityUtils.install(new SecurityConfiguration(flinkConfig)); yarnConf = YarnConfLoader.getYarnConf(yarnConfDir); @@ -91,13 +98,14 @@ public YarnClusterDescriptor createPerJobClusterDescriptor(Options launcherOptio } else { throw new IllegalArgumentException("The Flink jar path is null"); } - File logback = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); - if(logback.exists()){ - flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); - }else{ - File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); - if(log4j.exists()){ - flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + + File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + if(log4j.exists()){ + flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + } else{ + File logback = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); + if(logback.exists()){ + flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); } } @@ -124,4 +132,13 @@ public YarnClusterDescriptor createPerJobClusterDescriptor(Options launcherOptio descriptor.addShipFiles(shipFiles); return descriptor; } + + + public KerberosInfo getKerberosInfo() { + return kerberosInfo; + } + + public void setKerberosInfo(KerberosInfo kerberosInfo) { + this.kerberosInfo = kerberosInfo; + } } \ No newline at end of file diff --git a/flinkx-launcher/src/main/resources/log4j.properties b/flinkx-launcher/src/main/resources/log4j.properties new file mode 100644 index 0000000000..f252ab2262 --- /dev/null +++ b/flinkx-launcher/src/main/resources/log4j.properties @@ -0,0 +1,13 @@ +############# +# 输出到控制台 +############# + +# log4j.rootLogger日志输出类别和级别：只输出不低于该级别的日志信息 DEBUG < INFO < WARN < ERROR < FATAL +# WARN：日志级别 CONSOLE：输出位置自己定义的一个名字 logfile：输出位置自己定义的一个名字 +log4j.rootLogger=INFO,CONSOLE,logfile +# 配置CONSOLE输出到控制台 +log4j.appender.CONSOLE=org.apache.log4j.ConsoleAppender +# 配置CONSOLE设置为自定义布局模式 +log4j.appender.CONSOLE.layout=org.apache.log4j.PatternLayout +# 配置CONSOLE日志的输出格式 2019-08-22 22:52:12,000 %r耗费毫秒数 %p日志的优先级 %t线程名 %C所属类名通常为全类名 %L代码中的行号 %x线程相关联的NDC %m日志 %n换行 +log4j.appender.CONSOLE.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss,SSS} - %-4r %-5p [%t] %C:%m%n diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/util/SqlUtil.java b/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/util/SqlUtil.java deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml index 83cd68b3c4..9e532bf9ad 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-reader/pom.xml @@ -87,6 +87,7 @@ + diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java index ac8e65d705..d4e0343395 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java @@ -24,7 +24,12 @@ import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.StringUtil; +import com.google.gson.Gson; +import com.google.gson.JsonElement; +import com.google.gson.JsonObject; +import com.google.gson.JsonParser; import com.mongodb.BasicDBObject; import com.mongodb.MongoClient; import com.mongodb.client.FindIterable; @@ -40,6 +45,7 @@ import java.io.IOException; import java.util.ArrayList; import java.util.List; +import java.util.Map; /** * Read plugin for reading static data @@ -94,7 +100,8 @@ public Row nextRecordInternal(Row row) throws IOException { row = new Row(doc.size()); String[] names = doc.keySet().toArray(new String[0]); for (int i = 0; i < names.length; i++) { - row.setField(i,doc.get(names[i])); + Object tempData =doc.get(names[i]); + row.setField(i, conventDocument(tempData)); } } else { row = new Row(metaColumns.size()); @@ -103,7 +110,8 @@ public Row nextRecordInternal(Row row) throws IOException { Object value = null; if(metaColumn.getName() != null){ - value = doc.get(metaColumn.getName()); + Object tempData = doc.get(metaColumn.getName()); + value = conventDocument(tempData); if(value == null && metaColumn.getValue() != null){ value = metaColumn.getValue(); } @@ -171,4 +179,17 @@ private void buildFilter(){ filter = BasicDBObject.parse(mongodbConfig.getFilter()); } } + + /** + * 如果是 map 或者 list 数据结构 使用gson转为json格式 + * 主要针对 mongodb的 Document(继承Map) 类型 ，其原有document.tostring 格式不符合正常json格式 + * @param object + * @return + */ + private Object conventDocument(Object object){ + if( object instanceof List || object instanceof Map){ + return GsonUtil.GSON.toJson(object); + } + return object; + } } diff --git a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml index d3fffb6dc6..83b9d3003a 100644 --- a/flinkx-mongodb/flinkx-mongodb-writer/pom.xml +++ b/flinkx-mongodb/flinkx-mongodb-writer/pom.xml @@ -87,6 +87,7 @@ + diff --git a/flinkx-mongodb/flinkx-mongodboplog-reader/pom.xml b/flinkx-mongodb/flinkx-mongodboplog-reader/pom.xml new file mode 100644 index 0000000000..6ff375839c --- /dev/null +++ b/flinkx-mongodb/flinkx-mongodboplog-reader/pom.xml @@ -0,0 +1,88 @@ + + + + flinkx-mongodb + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-mongodboplog-reader + + + + flinkx-mongodb-core + com.dtstack.flinkx + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodbEventHandler.java similarity index 98% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java rename to flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodbEventHandler.java index 914b07c812..7a0c6c694b 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbEventHandler.java +++ b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodbEventHandler.java @@ -17,7 +17,7 @@ */ -package com.dtstack.mongodb.oplog.reader; +package com.dtstack.flinkx.mongodboplog.format; import com.dtstack.flinkx.util.SnowflakeIdWorker; import org.apache.flink.types.Row; diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodbOperation.java similarity index 96% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java rename to flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodbOperation.java index c5f80add50..adfac99650 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOperation.java +++ b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodbOperation.java @@ -1,4 +1,4 @@ -package com.dtstack.mongodb.oplog.reader; +package com.dtstack.flinkx.mongodboplog.format; import java.util.ArrayList; diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodboplogInputFormat.java similarity index 98% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java rename to flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodboplogInputFormat.java index a1461eef51..acd66c4dba 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodboplogInputFormat.java @@ -17,7 +17,7 @@ */ -package com.dtstack.mongodb.oplog.reader; +package com.dtstack.flinkx.mongodboplog.format; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.mongodb.MongodbClientUtil; @@ -47,7 +47,7 @@ * @author jiangbo * @date 2019/12/5 */ -public class MongodbOplogInputFormat extends BaseRichInputFormat { +public class MongodboplogInputFormat extends BaseRichInputFormat { private final static String OPLOG_DB = "local"; private final static String REPLICA_SET_COLLECTION = "oplog.rs"; diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodboplogInputFormatBuilder.java similarity index 81% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java rename to flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodboplogInputFormatBuilder.java index 790b6e407b..f1975fe397 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogInputFormatBuilder.java +++ b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/format/MongodboplogInputFormatBuilder.java @@ -17,7 +17,7 @@ */ -package com.dtstack.mongodb.oplog.reader; +package com.dtstack.flinkx.mongodboplog.format; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.mongodb.MongodbConfig; @@ -26,12 +26,12 @@ * @author jiangbo * @date 2019/12/5 */ -public class MongodbOplogInputFormatBuilder extends BaseRichInputFormatBuilder { +public class MongodboplogInputFormatBuilder extends BaseRichInputFormatBuilder { - private MongodbOplogInputFormat format; + private MongodboplogInputFormat format; - public MongodbOplogInputFormatBuilder() { - super.format = this.format = new MongodbOplogInputFormat(); + public MongodboplogInputFormatBuilder() { + super.format = this.format = new MongodboplogInputFormat(); } public void setMongodbConfig(MongodbConfig mongodbConfig){ diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/reader/MongodboplogReader.java similarity index 78% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java rename to flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/reader/MongodboplogReader.java index e3873636ea..3d67f6b4ca 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/reader/MongodbOplogReader.java +++ b/flinkx-mongodb/flinkx-mongodboplog-reader/src/main/java/com/dtstack/flinkx/mongodboplog/reader/MongodboplogReader.java @@ -17,12 +17,13 @@ */ -package com.dtstack.mongodb.oplog.reader; +package com.dtstack.flinkx.mongodboplog.reader; import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.mongodb.MongodbConfig; import com.dtstack.flinkx.reader.BaseDataReader; +import com.dtstack.flinkx.mongodboplog.format.MongodboplogInputFormatBuilder; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; @@ -31,30 +32,31 @@ * @author jiangbo * @date 2019/12/5 */ -public class MongodbOplogReader extends BaseDataReader { +public class MongodboplogReader extends BaseDataReader { private MongodbConfig mongodbConfig; - public MongodbOplogReader(DataTransferConfig config, StreamExecutionEnvironment env) { + public MongodboplogReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); try { mongodbConfig = objectMapper.readValue(objectMapper.writeValueAsString(readerConfig.getParameter().getAll()), MongodbConfig.class); } catch (Exception e) { - throw new RuntimeException("解析mongodb配置出错:", e); + throw new RuntimeException("parse mongodb config error:", e); } } @Override public DataStream readData() { - MongodbOplogInputFormatBuilder builder = new MongodbOplogInputFormatBuilder(); + MongodboplogInputFormatBuilder builder = new MongodboplogInputFormatBuilder(); + builder.setDataTransferConfig(dataTransferConfig); + builder.setMongodbConfig(mongodbConfig); builder.setMonitorUrls(monitorUrls); builder.setBytes(bytes); builder.setRestoreConfig(restoreConfig); - - builder.setMongodbConfig(mongodbConfig); - + builder.setLogConfig(logConfig); + builder.setTestConfig(testConfig); return createInput(builder.finish()); } } diff --git a/flinkx-mongodb/pom.xml b/flinkx-mongodb/pom.xml index 876dc99887..f16a24b779 100644 --- a/flinkx-mongodb/pom.xml +++ b/flinkx-mongodb/pom.xml @@ -14,7 +14,7 @@ flinkx-mongodb-core flinkx-mongodb-reader - flinkx-mongodb-oplog-reader + flinkx-mongodboplog-reader flinkx-mongodb-writer diff --git a/flinkx-mysql/flinkx-mysql-dreader/pom.xml b/flinkx-mysql/flinkx-mysql-dreader/pom.xml index ae15ba2241..0751f5c80a 100644 --- a/flinkx-mysql/flinkx-mysql-dreader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-dreader/pom.xml @@ -93,6 +93,7 @@ + diff --git a/flinkx-mysql/flinkx-mysql-reader/pom.xml b/flinkx-mysql/flinkx-mysql-reader/pom.xml index c573d6ff70..5f82074c6f 100644 --- a/flinkx-mysql/flinkx-mysql-reader/pom.xml +++ b/flinkx-mysql/flinkx-mysql-reader/pom.xml @@ -93,6 +93,7 @@ + diff --git a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java index febd28def0..01418c8d0e 100644 --- a/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java +++ b/flinkx-mysql/flinkx-mysql-reader/src/main/java/com/dtstack/flinkx/mysql/format/MysqlInputFormat.java @@ -18,9 +18,6 @@ package com.dtstack.flinkx.mysql.format; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; -import com.dtstack.flinkx.rdb.inputformat.JdbcInputSplit; -import com.dtstack.flinkx.rdb.util.DbUtil; -import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang3.StringUtils; diff --git a/flinkx-mysql/flinkx-mysql-writer/pom.xml b/flinkx-mysql/flinkx-mysql-writer/pom.xml index 2d8e5c8c93..de701fc94d 100644 --- a/flinkx-mysql/flinkx-mysql-writer/pom.xml +++ b/flinkx-mysql/flinkx-mysql-writer/pom.xml @@ -93,6 +93,7 @@ + diff --git a/flinkx-odps/flinkx-odps-reader/pom.xml b/flinkx-odps/flinkx-odps-reader/pom.xml index 483dbf8843..33d7cbd1c5 100644 --- a/flinkx-odps/flinkx-odps-reader/pom.xml +++ b/flinkx-odps/flinkx-odps-reader/pom.xml @@ -83,6 +83,7 @@ + diff --git a/flinkx-odps/flinkx-odps-writer/pom.xml b/flinkx-odps/flinkx-odps-writer/pom.xml index 16b74aca80..b1575373aa 100644 --- a/flinkx-odps/flinkx-odps-writer/pom.xml +++ b/flinkx-odps/flinkx-odps-writer/pom.xml @@ -88,6 +88,7 @@ + diff --git a/flinkx-oracle/flinkx-oracle-reader/pom.xml b/flinkx-oracle/flinkx-oracle-reader/pom.xml index a16de5f343..ab8164a41c 100644 --- a/flinkx-oracle/flinkx-oracle-reader/pom.xml +++ b/flinkx-oracle/flinkx-oracle-reader/pom.xml @@ -93,6 +93,7 @@ + diff --git a/flinkx-oracle/flinkx-oracle-reader/src/main/java/com/dtstack/flinkx/oracle/reader/OracleReader.java b/flinkx-oracle/flinkx-oracle-reader/src/main/java/com/dtstack/flinkx/oracle/reader/OracleReader.java index 2f79eeff76..4e7a1262ea 100644 --- a/flinkx-oracle/flinkx-oracle-reader/src/main/java/com/dtstack/flinkx/oracle/reader/OracleReader.java +++ b/flinkx-oracle/flinkx-oracle-reader/src/main/java/com/dtstack/flinkx/oracle/reader/OracleReader.java @@ -19,10 +19,12 @@ package com.dtstack.flinkx.oracle.reader; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.oracle.OracleDatabaseMeta; import com.dtstack.flinkx.oracle.format.OracleInputFormat; import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; /** @@ -35,6 +37,10 @@ public class OracleReader extends JdbcDataReader { public OracleReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); + String schema = config.getJob().getContent().get(0).getReader().getParameter().getConnection().get(0).getSchema(); + if(StringUtils.isNotBlank(schema)){ + table = schema + ConstantValue.POINT_SYMBOL + table; + } setDatabaseInterface(new OracleDatabaseMeta()); } diff --git a/flinkx-oracle/flinkx-oracle-writer/pom.xml b/flinkx-oracle/flinkx-oracle-writer/pom.xml index b4d3389992..45ef58b1fd 100644 --- a/flinkx-oracle/flinkx-oracle-writer/pom.xml +++ b/flinkx-oracle/flinkx-oracle-writer/pom.xml @@ -94,6 +94,7 @@ + diff --git a/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/writer/OracleWriter.java b/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/writer/OracleWriter.java index 6dc096c611..f478508659 100644 --- a/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/writer/OracleWriter.java +++ b/flinkx-oracle/flinkx-oracle-writer/src/main/java/com/dtstack/flinkx/oracle/writer/OracleWriter.java @@ -19,10 +19,12 @@ package com.dtstack.flinkx.oracle.writer; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.oracle.OracleDatabaseMeta; import com.dtstack.flinkx.oracle.format.OracleOutputFormat; import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; +import org.apache.commons.lang3.StringUtils; /** * Oracle writer plugin @@ -32,13 +34,20 @@ */ public class OracleWriter extends JdbcDataWriter { + protected String schema; public OracleWriter(DataTransferConfig config) { super(config); + schema = config.getJob().getContent().get(0).getWriter().getParameter().getConnection().get(0).getSchema(); + if(StringUtils.isNotBlank(schema)){ + table = schema + ConstantValue.POINT_SYMBOL + table; + } setDatabaseInterface(new OracleDatabaseMeta()); } @Override protected JdbcOutputFormatBuilder getBuilder() { - return new JdbcOutputFormatBuilder(new OracleOutputFormat()); + JdbcOutputFormatBuilder jdbcOutputFormatBuilder = new JdbcOutputFormatBuilder(new OracleOutputFormat()); + jdbcOutputFormatBuilder.setSchema(schema); + return jdbcOutputFormatBuilder; } } diff --git a/flinkx-pgwal/flinkx-pgwal-core/pom.xml b/flinkx-pgwal/flinkx-pgwal-core/pom.xml new file mode 100644 index 0000000000..ebbdb1958a --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/pom.xml @@ -0,0 +1,22 @@ + + + + flinkx-pgwal + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-pgwal-core + + + + org.postgresql + postgresql + 42.2.8 + + + + \ No newline at end of file diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgDecoder.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgDecoder.java new file mode 100644 index 0000000000..ffa87be7ef --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgDecoder.java @@ -0,0 +1,274 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +import com.dtstack.flinkx.reader.MetaColumn; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.nio.ByteBuffer; +import java.sql.SQLException; +import java.time.Instant; +import java.time.LocalDate; +import java.time.ZoneOffset; +import java.time.temporal.ChronoUnit; +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * Date: 2019/12/14 + * Company: www.dtstack.com + * + * reference to https://github.com/debezium/debezium & http://www.postgres.cn/docs/10/protocol-logicalrep-message-formats.html + * + * @author tudou + */ +public class PgDecoder { + private static final Logger LOG = LoggerFactory.getLogger(PgDecoder.class); + + private static Instant PG_EPOCH = LocalDate.of(2000, 1, 1).atStartOfDay().toInstant(ZoneOffset.UTC); + + private Map tableMap = new HashMap<>(64); + private Map pgTypeMap; + private volatile long currentLsn; + private volatile long ts; + + public PgDecoder(Map pgTypeMap) { + this.pgTypeMap = pgTypeMap; + } + + private static String readColumnValueAsString(ByteBuffer buffer) { + //Int32 列值的长度 + int length = buffer.getInt(); + byte[] value = new byte[length]; + //Byte(n) 该列的值，以文本格式显示。n是上面的长度 + buffer.get(value, 0, length); + return new String(value); + } + + private static String readString(ByteBuffer buffer) { + StringBuilder sb = new StringBuilder(); + byte b = 0; + while ((b = buffer.get()) != 0) { + sb.append((char) b); + } + return sb.toString(); + } + + public static String unquoteIdentifierPart(String identifierPart) { + if (identifierPart == null || identifierPart.length() < 2) { + return identifierPart; + } + + Character quotingChar = deriveQuotingChar(identifierPart); + if (quotingChar != null) { + identifierPart = identifierPart.substring(1, identifierPart.length() - 1); + identifierPart = identifierPart.replace(quotingChar.toString() + quotingChar.toString(), quotingChar.toString()); + } + + return identifierPart; + } + + private static Character deriveQuotingChar(String identifierPart) { + char first = identifierPart.charAt(0); + char last = identifierPart.charAt(identifierPart.length() - 1); + + if (first == last && (first == '"' || first == '\'' || first == '`')) { + return first; + } + + return null; + } + + public Table decode(ByteBuffer buffer) throws SQLException { + Table table = new Table(); + PgMessageTypeEnum type = PgMessageTypeEnum.forType((char) buffer.get()); + switch (type) { + case BEGIN: + //Byte1('B') 将消息标识为开始消息 + handleBeginMessage(buffer); + break; + case COMMIT: + //Byte1('C') 将消息标识为提交消息 + handleCommitMessage(buffer); + break; + case RELATION: + //Byte1('R') 将消息标识为关系消息 + handleRelationMessage(buffer); + break; + case INSERT: + //Byte1('I') 将消息标识为插入消息 + table = decodeInsert(buffer); + break; + case UPDATE: + //Byte1('U') 将消息标识为更新消息 + table = decodeUpdate(buffer); + break; + case DELETE: + //Byte1('D') 将消息标识为删除消息 + table = decodeDelete(buffer); + break; + default: + break; + } + table.setType(type); + return table; + } + + private void handleBeginMessage(ByteBuffer buffer) { + //Int64 事务的结束LSN + long lsn = buffer.getLong(); + //Int64 提交事务的时间戳。自PostgreSQL纪元（2000-01-01）以来的数值是微秒数 + Instant plus = PG_EPOCH.plus(buffer.getLong(), ChronoUnit.MICROS); + //Int32 事务的Xid + int anInt = buffer.getInt(); + currentLsn = lsn; + ts = plus.toEpochMilli(); + LOG.trace("handleBeginMessage result = { lsn = {}, plus = {}, anInt = {}}", lsn, plus, anInt); + } + + private void handleCommitMessage(ByteBuffer buffer) { + if(LOG.isTraceEnabled()){ + //Int8 标志；目前未使用（必须为0） + int flags = buffer.get(); + //Int64 提交的LSN + long lsn = buffer.getLong(); + //Int64 事务的结束LSN + long endLsn = buffer.getLong(); + //Int64 提交事务的时间戳。自PostgreSQL纪元（2000-01-01）以来的数值是微秒数 + Instant commitTimestamp = PG_EPOCH.plus(buffer.getLong(), ChronoUnit.MICROS); + LOG.trace("handleCommitMessage result = { flags = {}, lsn = {}, endLsn = {}, commitTimestamp = {}}", flags, lsn, endLsn, commitTimestamp); + } + } + + private void handleRelationMessage(ByteBuffer buffer) throws SQLException { + //Int32 关系的ID + int relationId = buffer.getInt(); + //String 命名空间（pg_catalog的空字符串） + String schemaName = readString(buffer); + //String 关系名称 + String tableName = readString(buffer); + //Int8 该关系的副本标识设置（与pg_class 中的relreplident相同） + int replicaIdentityId = buffer.get(); + //Int16 列数 + short columnCount = buffer.getShort(); + LOG.debug("handleRelationMessage result = { schemaName = {}, tableName = {}}", schemaName, tableName); + if(!tableMap.containsKey(relationId)){ + List columnList = new ArrayList<>(columnCount); + for (int i = 0; i < columnCount; i++) { + //Int8 列的标志。当前可以是0表示没有标记或1表示将列标记为关键字的一部分 + byte flags = buffer.get(); + //String 列的名称 + String name = unquoteIdentifierPart(readString(buffer)); + //Int32 列的数据类型的ID + String type = pgTypeMap.get(buffer.getInt()); + MetaColumn metaColumn = new MetaColumn(); + metaColumn.setIndex(i); + metaColumn.setName(name); + metaColumn.setType(type); + columnList.add(metaColumn); + //Int32 列的类型修饰符(atttypmod) + int attypmod = buffer.getInt(); + } + Table table = new Table(schemaName, tableName, columnList); + tableMap.put(relationId, table); + } + } + + private Table decodeInsert(ByteBuffer buffer) { + //Int32 与关系消息中的ID对应的关系的ID + int relationId = buffer.getInt(); + //Byte1('N') 将以下TupleData消息标识为新元组 + char tupleType = (char) buffer.get(); + //TupleData TupleData消息部分表示新元组的内容 + Object[] newData = resolveColumnsFromStreamTupleData(buffer); + Table table = tableMap.get(relationId); + table.setOldData(new Object[newData.length]); + table.setNewData(newData); + table.setCurrentLsn(currentLsn); + table.setTs(ts); + return table; + } + + private Table decodeUpdate(ByteBuffer buffer) throws SQLException { + //Int32 与关系消息中的ID对应的关系的ID + int relationId = buffer.getInt(); + Table table = tableMap.get(relationId); + //Byte1('K') 将以下TupleData子消息标识为键。该字段是可选的， 并且只有在更新改变了REPLICA IDENTITY索引一部分的任何一列中的数据时才存在 + //Byte1('O') 将以下TupleData子消息标识为旧元组。此字段是可选的， 并且仅当发生更新的表的REPLICA IDENTITY设置为FULL时才存在 + //更新消息可以包含'K'消息部分或者'O'消息部分或者都不包含它们，但不同时包括它们两者 + char tupleType = (char) buffer.get(); + if ('O' == tupleType || 'K' == tupleType) { + //TupleData TupleData消息部分表示旧元组或主键的内容。 只有在前面的'O'或'K'部分存在时才存在 + Object[] oldData = resolveColumnsFromStreamTupleData(buffer); + table.setOldData(oldData); + // Read the 'N' tuple type + // This is necessary so the stream position is accurate for resolving the column tuple data + //Byte1('N') 将以下TupleData消息标识为新元组 + tupleType = (char) buffer.get(); + } + //TupleData TupleData消息部分表示新元组的内容 + Object[] newData = resolveColumnsFromStreamTupleData(buffer); + table.setNewData(newData); + table.setCurrentLsn(currentLsn); + table.setTs(ts); + return table; + } + + private Table decodeDelete(ByteBuffer buffer) throws SQLException { + //Int32 与关系消息中的ID对应的关系的ID + int relationId = buffer.getInt(); + Table table = tableMap.get(relationId); + //Byte1('K') 将以下TupleData子消息标识为键。 如果发生删除的表使用索引作为REPLICA IDENTITY，则此字段存在 + //Byte1('O') 将以下TupleData消息标识为旧元组。 如果发生删除的表的REPLICA IDENTITY设置为FULL，则此字段存在 + //删除消息可能包含'K'消息部分或'O'消息部分，但不会同时包含这两个部分 + char tupleType = (char) buffer.get(); + //TupleData TupleData消息部分，表示旧元组或主键的内容，具体取决于前一个字段 + Object[] oldData = resolveColumnsFromStreamTupleData(buffer); + table.setOldData(oldData); + table.setNewData(new Object[oldData.length]); + table.setCurrentLsn(currentLsn); + table.setTs(ts); + return table; + } + + private Object[] resolveColumnsFromStreamTupleData(ByteBuffer buffer) { + //Int16 列数 + short numberOfColumns = buffer.getShort(); + Object[] data = new Object[numberOfColumns]; + for (int i = 0; i < numberOfColumns; i++) { + + //Byte1('n') 将数据标识为NULL值 + //Byte1('u') 识别未更改的TOASTed值（实际值未发送） + //Byte1('t') 将数据标识为文本格式的值 + char type = (char) buffer.get(); + if (type == 't') { + data[i] = readColumnValueAsString(buffer); + } else if (type == 'u') { + data[i] = null; + } else if (type == 'n') { + data[i] = null; + } + } + return data; + } + + +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgMessageTypeEnum.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgMessageTypeEnum.java new file mode 100644 index 0000000000..c12a614149 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgMessageTypeEnum.java @@ -0,0 +1,51 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +/** + * Date: 2019/12/14 + * Company: www.dtstack.com + * + * reference to https://github.com/debezium/debezium & http://www.postgres.cn/docs/10/protocol-logicalrep-message-formats.html + * + * @author tudou + */ +public enum PgMessageTypeEnum { + RELATION, + BEGIN, + COMMIT, + INSERT, + UPDATE, + DELETE, + TYPE, + ORIGIN; + + public static PgMessageTypeEnum forType(char type) { + switch (type) { + case 'R': return RELATION; + case 'B': return BEGIN; + case 'C': return COMMIT; + case 'I': return INSERT; + case 'U': return UPDATE; + case 'D': return DELETE; + case 'Y': return TYPE; + case 'O': return ORIGIN; + default: throw new IllegalArgumentException("Unsupported message type: " + type); + } + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgRelicationSlot.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgRelicationSlot.java new file mode 100644 index 0000000000..f002f50d6d --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgRelicationSlot.java @@ -0,0 +1,161 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgRelicationSlot { + private String slotName; + private String plugin; + private String slotType; + private Integer datoid; + private String database; + private String temporary; + private String active; + private Integer activePid; + private String xmin; + private String catalogXmin; + private String restartLsn; + private String confirmedFlushLsn; + + public boolean isActive(){ + return "t".equalsIgnoreCase(active); + } + + public boolean isNotActive(){ + return !isActive(); + } + + public String getSlotName() { + return slotName; + } + + public void setSlotName(String slotName) { + this.slotName = slotName; + } + + public String getPlugin() { + return plugin; + } + + public void setPlugin(String plugin) { + this.plugin = plugin; + } + + public String getSlotType() { + return slotType; + } + + public void setSlotType(String slotType) { + this.slotType = slotType; + } + + public Integer getDatoid() { + return datoid; + } + + public void setDatoid(Integer datoid) { + this.datoid = datoid; + } + + public String getDatabase() { + return database; + } + + public void setDatabase(String database) { + this.database = database; + } + + public String getTemporary() { + return temporary; + } + + public void setTemporary(String temporary) { + this.temporary = temporary; + } + + public String getActive() { + return active; + } + + public void setActive(String active) { + this.active = active; + } + + public Integer getActivePid() { + return activePid; + } + + public void setActivePid(Integer activePid) { + this.activePid = activePid; + } + + public String getXmin() { + return xmin; + } + + public void setXmin(String xmin) { + this.xmin = xmin; + } + + public String getCatalogXmin() { + return catalogXmin; + } + + public void setCatalogXmin(String catalogXmin) { + this.catalogXmin = catalogXmin; + } + + public String getRestartLsn() { + return restartLsn; + } + + public void setRestartLsn(String restartLsn) { + this.restartLsn = restartLsn; + } + + public String getConfirmedFlushLsn() { + return confirmedFlushLsn; + } + + public void setConfirmedFlushLsn(String confirmedFlushLsn) { + this.confirmedFlushLsn = confirmedFlushLsn; + } + + @Override + public String toString() { + return "PgRelicationSlots{" + + "slotName='" + slotName + '\'' + + ", plugin='" + plugin + '\'' + + ", slotType='" + slotType + '\'' + + ", datoid=" + datoid + + ", database='" + database + '\'' + + ", temporary='" + temporary + '\'' + + ", active='" + active + '\'' + + ", activePid='" + activePid + '\'' + + ", xmin='" + xmin + '\'' + + ", catalogXmin='" + catalogXmin + '\'' + + ", restartLsn='" + restartLsn + '\'' + + ", conFirmedFlushLsn='" + confirmedFlushLsn + '\'' + + '}'; + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalConfigKeys.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalConfigKeys.java new file mode 100644 index 0000000000..c0d3f0a03f --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalConfigKeys.java @@ -0,0 +1,51 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalConfigKeys { + public static final String KEY_USER_NAME = "username"; + + public static final String KEY_PASSWORD = "password"; + + public static final String KEY_URL = "url"; + + public final static String KEY_DATABASE_NAME = "databaseName"; + + public final static String KEY_CATALOG = "cat"; + + public final static String KEY_PAVING_DATA = "pavingData"; + + public final static String KEY_TABLE_LIST = "tableList"; + + public final static String KEY_STATUS_INTERVAL = "statusInterval"; + + public final static String KEY_LSN = "lsn"; + + public final static String KEY_SLOT_NAME = "slotName"; + + public final static String KEY_ALLOW_CREATE_SLOT = "allowCreateSlot"; + + public final static String KEY_TEMPORARY = "temporary"; +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java new file mode 100644 index 0000000000..4f0e9dd212 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/PgWalUtil.java @@ -0,0 +1,254 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.TelnetUtil; +import org.postgresql.PGProperty; +import org.postgresql.core.ServerVersion; +import org.postgresql.jdbc.PgConnection; +import org.postgresql.replication.ReplicationSlotInfo; +import org.postgresql.replication.fluent.logical.ChainedLogicalCreateSlotBuilder; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.sql.*; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Properties; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalUtil { + + public static final String DRIVER = "org.postgresql.Driver"; + public static final String SLOT_PRE = "flinkx_"; + public static final String PUBLICATION_NAME = "dtstack_flinkx"; + public static final String QUERY_LEVEL = "SHOW wal_level;"; + public static final String QUERY_MAX_SLOT = "SHOW max_replication_slots;"; + public static final String QUERY_SLOT = "SELECT * FROM pg_replication_slots;"; + public static final String QUERY_TABLE_REPLICA_IDENTITY = "SELECT relreplident FROM pg_catalog.pg_class c LEFT JOIN pg_catalog.pg_namespace n ON c.relnamespace=n.oid WHERE n.nspname='%s' and c.relname='%s';"; + public static final String UPDATE_REPLICA_IDENTITY = "ALTER TABLE %s REPLICA IDENTITY FULL;"; + public static final String QUERY_PUBLICATION = "SELECT COUNT(1) FROM pg_publication WHERE pubname = '%s';"; + public static final String CREATE_PUBLICATION = "CREATE PUBLICATION %s FOR ALL TABLES;"; + public static final String QUERY_TYPES = "SELECT t.oid AS oid, t.typname AS name FROM pg_catalog.pg_type t JOIN pg_catalog.pg_namespace n ON (t.typnamespace = n.oid) WHERE n.nspname != 'pg_toast' AND t.typcategory <> 'A';"; + private static final Logger LOG = LoggerFactory.getLogger(PgWalUtil.class); + + public static PgRelicationSlot checkPostgres(PgConnection conn, boolean allowCreateSlot, String slotName, List tableList) throws Exception{ + ResultSet resultSet; + PgRelicationSlot availableSlot = null; + + //1. check postgres version + // this Judge maybe not need? + if (!conn.haveMinimumServerVersion(ServerVersion.v10)){ + String version = conn.getDBVersionNumber(); + LOG.error("postgres version must > 10, current = [{}]", version); + throw new UnsupportedOperationException("postgres version must >= 10, current = " + version); + } + + //2. check postgres wal_level + resultSet = conn.execSQLQuery(QUERY_LEVEL); + resultSet.next(); + String wal_level = resultSet.getString(1); + if(!"logical".equalsIgnoreCase(wal_level)){ + LOG.error("postgres wal_level must be logical, current = [{}]", wal_level); + throw new UnsupportedOperationException("postgres wal_level must be logical, current = " + wal_level); + } + + //3.check postgres slot + resultSet = conn.execSQLQuery(QUERY_MAX_SLOT); + resultSet.next(); + int maxSlot = resultSet.getInt(1); + int slotCount = 0; + resultSet = conn.execSQLQuery(QUERY_SLOT); + while(resultSet.next()){ + PgRelicationSlot slot = new PgRelicationSlot(); + String name = resultSet.getString("slot_name"); + slot.setSlotName(name); + slot.setActive(resultSet.getString("active")); + + if(name.equalsIgnoreCase(slotName) && slot.isNotActive()){ + slot.setPlugin(resultSet.getString("plugin")); + slot.setSlotType(resultSet.getString("slot_type")); + slot.setDatoid(resultSet.getInt("datoid")); + slot.setDatabase(resultSet.getString("database")); + slot.setTemporary(resultSet.getString("temporary")); + slot.setActivePid(resultSet.getInt("active_pid")); + slot.setXmin(resultSet.getString("xmin")); + slot.setCatalogXmin(resultSet.getString("catalog_xmin")); + slot.setRestartLsn(resultSet.getString("restart_lsn")); + slot.setConfirmedFlushLsn(resultSet.getString("confirmed_flush_lsn")); + availableSlot = slot; + break; + } + slotCount++; + } + + if(availableSlot == null){ + if(!allowCreateSlot){ + String msg = String.format("there is no available slot named [%s], please check whether slotName[%s] is correct, or set allowCreateSlot = true", slotName, slotName); + LOG.error(msg); + throw new UnsupportedOperationException(msg); + }else if(slotCount >= maxSlot){ + LOG.error("the number of slot reaches max_replication_slots[{}], please turn up max_replication_slots or remove unused slot", maxSlot); + throw new UnsupportedOperationException("the number of slot reaches max_replication_slots[" + maxSlot + "], please turn up max_replication_slots or remove unused slot"); + } + } + + //4.check table replica identity + for (String table : tableList) { + //schema.tableName + String[] tables = table.split("\\."); + resultSet = conn.execSQLQuery(String.format(QUERY_TABLE_REPLICA_IDENTITY, tables[0], tables[1])); + resultSet.next(); + String identity = parseReplicaIdentity(resultSet.getString(1)); + if(!"full".equals(identity)){ + LOG.warn("update {} replica identity, set {} to full", table, identity); + conn.createStatement().execute(String.format(UPDATE_REPLICA_IDENTITY, table)); + } + } + + //5.check publication + resultSet = conn.execSQLQuery(String.format(QUERY_PUBLICATION, PUBLICATION_NAME)); + resultSet.next(); + long count = resultSet.getLong(1); + if(count == 0L){ + LOG.warn("no publication named [{}] existed, flinkx will create one", PUBLICATION_NAME); + conn.createStatement().execute(String.format(CREATE_PUBLICATION, PUBLICATION_NAME)); + } + + closeDBResources(resultSet, null, null, false); + return availableSlot; + } + + public static PgRelicationSlot createSlot(PgConnection conn, String slotName, boolean temporary) throws SQLException{ + ChainedLogicalCreateSlotBuilder builder = conn.getReplicationAPI() + .createReplicationSlot() + .logical() + .withSlotName(slotName) + .withOutputPlugin("pgoutput"); + if(temporary){ + builder.withTemporaryOption(); + } + ReplicationSlotInfo replicationSlotInfo = builder.make(); + PgRelicationSlot slot = new PgRelicationSlot(); + slot.setSlotName(slotName); + slot.setConfirmedFlushLsn(replicationSlotInfo.getConsistentPoint().asString()); + slot.setPlugin(replicationSlotInfo.getOutputPlugin()); + return slot; + } + + public static Map queryTypes(PgConnection conn) throws SQLException{ + Map map = new HashMap<>(512); + ResultSet resultSet = conn.execSQLQuery(QUERY_TYPES); + while (resultSet.next()){ + int oid = (int) resultSet.getLong("oid"); + String typeName = resultSet.getString("name"); + map.put(oid, typeName); + } + closeDBResources(resultSet, null, null, false); + return map; + } + + public static String parseReplicaIdentity(String s) { + switch (s) { + case "n": + return "nothing"; + case "d": + return "default"; + case "i" : + return "index"; + case "f" : + return "full"; + default: + return "unknown"; + } + } + + /** + * 获取jdbc连接(超时10S) + * @param url url + * @param username 账号 + * @param password 密码 + * @return + * @throws SQLException + */ + public static PgConnection getConnection(String url, String username, String password) throws SQLException { + Connection dbConn; + ClassUtil.forName(PgWalUtil.DRIVER, PgWalUtil.class.getClassLoader()); + Properties props = new Properties(); + PGProperty.USER.set(props, username); + PGProperty.PASSWORD.set(props, password); + PGProperty.REPLICATION.set(props, "database"); + PGProperty.PREFER_QUERY_MODE.set(props, "simple"); + //postgres version must > 10 + PGProperty.ASSUME_MIN_SERVER_VERSION.set(props, "10"); + synchronized (ClassUtil.LOCK_STR) { + DriverManager.setLoginTimeout(10); + // telnet + TelnetUtil.telnet(url); + dbConn = DriverManager.getConnection(url, props); + } + + return dbConn.unwrap(PgConnection.class); + } + + /** + * 关闭连接资源 + * + * @param rs ResultSet + * @param stmt Statement + * @param conn Connection + * @param commit + */ + public static void closeDBResources(ResultSet rs, Statement stmt, Connection conn, boolean commit) { + if (null != rs) { + try { + rs.close(); + } catch (SQLException e) { + LOG.warn("Close resultSet error: {}", ExceptionUtil.getErrorMessage(e)); + } + } + + if (null != stmt) { + try { + stmt.close(); + } catch (SQLException e) { + LOG.warn("Close statement error:{}", ExceptionUtil.getErrorMessage(e)); + } + } + + if (null != conn) { + try { + if (commit && !conn.isClosed()) { + conn.commit(); + } + conn.close(); + } catch (SQLException e) { + LOG.warn("Close connection error:{}", ExceptionUtil.getErrorMessage(e)); + } + } + } + +} diff --git a/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/Table.java b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/Table.java new file mode 100644 index 0000000000..442ae67718 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-core/src/main/java/com/dtstack/flinkx/pgwal/Table.java @@ -0,0 +1,124 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.pgwal; + +import com.dtstack.flinkx.reader.MetaColumn; +import org.postgresql.replication.LogSequenceNumber; + +import java.util.List; + +/** + * Date: 2019/12/14 + * Company: www.dtstack.com + * + * @author tudou + */ +public class Table { + private String id; + private String schema; + private String table; + private List columnList; + private Object[] oldData; + private Object[] newData; + private PgMessageTypeEnum type; + + private long currentLsn; + private long ts; + + public Table(String schema, String table, List columnList) { + this.schema = schema; + this.table = table; + this.columnList = columnList; + this.id = schema + "." + table; + } + + public Table() { + } + + public String getId() { + return id; + } + + public void setId(String id) { + this.id = id; + } + + public String getSchema() { + return schema; + } + + public void setSchema(String schema) { + this.schema = schema; + } + + public String getTable() { + return table; + } + + public void setTable(String table) { + this.table = table; + } + + public List getColumnList() { + return columnList; + } + + public void setColumnList(List columnList) { + this.columnList = columnList; + } + + public Object[] getOldData() { + return oldData; + } + + public void setOldData(Object[] oldData) { + this.oldData = oldData; + } + + public Object[] getNewData() { + return newData; + } + + public void setNewData(Object[] newData) { + this.newData = newData; + } + + public PgMessageTypeEnum getType() { + return type; + } + + public void setType(PgMessageTypeEnum type) { + this.type = type; + } + + public long getCurrentLsn() { + return currentLsn; + } + + public void setCurrentLsn(long currentLsn) { + this.currentLsn = currentLsn; + } + + public long getTs() { + return ts; + } + + public void setTs(long ts) { + this.ts = ts; + } +} diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml similarity index 61% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml rename to flinkx-pgwal/flinkx-pgwal-reader/pom.xml index 259af09b8d..363722cc11 100644 --- a/flinkx-mongodb/flinkx-mongodb-oplog-reader/pom.xml +++ b/flinkx-pgwal/flinkx-pgwal-reader/pom.xml @@ -1,26 +1,43 @@ - - flinkx-mongodb + flinkx-pgwal com.dtstack.flinkx 1.6 4.0.0 - flinkx-mongodb-oplog-reader + flinkx-pgwal-reader - flinkx-mongodb-core com.dtstack.flinkx + flinkx-pgwal-core 1.6 - + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + + + maven-antrun-plugin 1.2 @@ -34,13 +51,13 @@ - + - + @@ -48,4 +65,5 @@ + \ No newline at end of file diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java new file mode 100644 index 0000000000..0c66ead84b --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java @@ -0,0 +1,202 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.format; + +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.dtstack.flinkx.pgwal.PgRelicationSlot; +import com.dtstack.flinkx.pgwal.PgWalUtil; +import com.dtstack.flinkx.pgwal.listener.PgWalListener; +import com.dtstack.flinkx.restore.FormatState; +import com.dtstack.flinkx.util.ExceptionUtil; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.core.io.GenericInputSplit; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; +import org.postgresql.jdbc.PgConnection; + +import java.io.IOException; +import java.util.List; +import java.util.Map; +import java.util.concurrent.BlockingQueue; +import java.util.concurrent.ExecutorService; +import java.util.concurrent.Executors; +import java.util.concurrent.SynchronousQueue; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalInputFormat extends BaseRichInputFormat { + protected String username; + protected String password; + protected String url; + protected String databaseName; + protected boolean pavingData = false; + protected List tableList; + protected String cat; + protected Integer statusInterval; + protected Long lsn; + protected String slotName; + protected boolean allowCreateSlot; + protected boolean temporary; + + private PgConnection conn; + private volatile long startLsn; + + private transient BlockingQueue> queue; + private transient ExecutorService executor; + private volatile boolean running = false; + + @Override + public void openInputFormat() throws IOException{ + super.openInputFormat(); + executor = Executors.newFixedThreadPool(1); + queue = new SynchronousQueue<>(true); + } + + @Override + protected void openInternal(InputSplit inputSplit) throws IOException { + if (inputSplit.getSplitNumber() != 0) { + LOG.info("PgWalInputFormat openInternal split number:{} abort...", inputSplit.getSplitNumber()); + return; + } + LOG.info("PgWalInputFormat openInternal split number:{} start...", inputSplit.getSplitNumber()); + try { + conn = PgWalUtil.getConnection(url, username, password); + if(StringUtils.isBlank(slotName)){ + slotName = PgWalUtil.SLOT_PRE + jobId; + } + PgRelicationSlot availableSlot = PgWalUtil.checkPostgres(conn, allowCreateSlot, slotName, tableList); + if(availableSlot == null){ + PgWalUtil.createSlot(conn, slotName, temporary); + } + if(lsn != 0){ + startLsn = lsn; + }else if(formatState != null && formatState.getState() != null){ + startLsn = (long)formatState.getState(); + } + + executor.submit(new PgWalListener(this)); + running = true; + }catch (Exception e){ + LOG.error("PgWalInputFormat open() failed, e = {}", ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException("PgWalInputFormat open() failed, e = " + ExceptionUtil.getErrorMessage(e)); + } + LOG.info("PgWalInputFormat[{}]open: end", jobName); + + } + + @Override + protected Row nextRecordInternal(Row row) throws IOException { + try { + Map map = queue.take(); + if(map.size() == 1){ + throw new IOException((String) map.get("e")); + }else{ + startLsn = (long) map.get("lsn"); + row = Row.of(map); + } + } catch (InterruptedException e) { + LOG.error("takeEvent interrupted error:{}", ExceptionUtil.getErrorMessage(e)); + } + return row; + + } + + @Override + public FormatState getFormatState() { + if (!restoreConfig.isRestore()) { + LOG.info("return null for formatState"); + return null; + } + + super.getFormatState(); + if (formatState != null) { + formatState.setState(startLsn); + } + return formatState; + } + + @Override + protected void closeInternal() throws IOException { + if (running) { + executor.shutdownNow(); + running = false; + LOG.warn("shutdown SqlServerCdcListener......"); + } + + } + + @Override + public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { + InputSplit[] splits = new InputSplit[minNumSplits]; + for (int i = 0; i < minNumSplits; i++) { + splits[i] = new GenericInputSplit(i, minNumSplits); + } + return splits; + } + + @Override + public boolean reachedEnd() throws IOException { + return false; + } + + public void processEvent(Map event) { + try { + queue.put(event); + } catch (InterruptedException e) { + LOG.error("takeEvent interrupted event:{} error:{}", event, ExceptionUtil.getErrorMessage(e)); + } + } + + + public boolean isPavingData() { + return pavingData; + } + + public List getTableList() { + return tableList; + } + + public String getCat() { + return cat; + } + + public Integer getStatusInterval() { + return statusInterval; + } + + public String getSlotName() { + return slotName; + } + + public PgConnection getConn() { + return conn; + } + + public long getStartLsn() { + return startLsn; + } + + public boolean isRunning() { + return running; + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java new file mode 100644 index 0000000000..c32f225e55 --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java @@ -0,0 +1,113 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with format work for additional information + * regarding copyright ownership. The ASF licenses format file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use format file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.format; + +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.StringUtils; + +import java.util.List; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalInputFormatBuilder extends BaseRichInputFormatBuilder { + + protected PgWalInputFormat format; + + public PgWalInputFormatBuilder() { + super.format = this.format = new PgWalInputFormat(); + } + + public void setUsername(String username) { + format.username = username; + } + + public void setPassword(String password) { + format.password = password; + } + + public void setUrl(String url) { + format.url = url; + } + + public void setDatabaseName(String databaseName) { + format.databaseName = databaseName; + } + + public void setPavingData(boolean pavingData) { + format.pavingData = pavingData; + } + + public void setTableList(List tableList) { + format.tableList = tableList; + } + + public void setCat(String cat) { + format.cat = cat; + } + + public void setStatusInterval(Integer statusInterval) { + format.statusInterval = statusInterval; + } + + public void setLsn(Long lsn) { + format.lsn = lsn; + } + + public void setAllowCreateSlot(Boolean allowCreateSlot) { + format.allowCreateSlot = allowCreateSlot; + } + + public void setSlotName(String slotName) { + format.slotName = slotName; + } + + public void setTemporary(Boolean temporary) { + format.temporary = temporary; + } + + @Override + protected void checkFormat() { + if (StringUtils.isBlank(format.username)) { + throw new IllegalArgumentException("No username supplied"); + } + if (StringUtils.isBlank(format.password)) { + throw new IllegalArgumentException("No password supplied"); + } + if (StringUtils.isBlank(format.url)) { + throw new IllegalArgumentException("No url supplied"); + } + if (StringUtils.isBlank(format.databaseName)) { + throw new IllegalArgumentException("No databaseName supplied"); + } + if (CollectionUtils.isEmpty(format.tableList)) { + throw new IllegalArgumentException("No tableList supplied"); + } + if (StringUtils.isBlank(format.cat)) { + throw new IllegalArgumentException("No cat supplied"); + } + if(!format.allowCreateSlot && StringUtils.isBlank(format.slotName)){ + throw new IllegalArgumentException("slotName can not be null if allowCreateSlot is false"); + } + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/listener/PgWalListener.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/listener/PgWalListener.java new file mode 100644 index 0000000000..8e5efb743f --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/listener/PgWalListener.java @@ -0,0 +1,148 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.listener; + +import com.dtstack.flinkx.pgwal.PgDecoder; +import com.dtstack.flinkx.pgwal.PgWalUtil; +import com.dtstack.flinkx.pgwal.Table; +import com.dtstack.flinkx.pgwal.format.PgWalInputFormat; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.google.gson.Gson; +import org.apache.commons.lang3.StringUtils; +import org.postgresql.jdbc.PgConnection; +import org.postgresql.replication.LogSequenceNumber; +import org.postgresql.replication.PGReplicationStream; +import org.postgresql.replication.fluent.logical.ChainedLogicalStreamBuilder; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.nio.ByteBuffer; +import java.util.*; +import java.util.concurrent.TimeUnit; + +/** + * Date: 2019/12/14 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgWalListener implements Runnable { + private static final Logger LOG = LoggerFactory.getLogger(PgWalListener.class); + private static Gson gson = new Gson(); + + private PgWalInputFormat format; + private PgConnection conn; + private Set tableSet; + private Set cat; + private boolean pavingData; + + private PGReplicationStream stream; + private PgDecoder decoder; + + public PgWalListener(PgWalInputFormat format) { + this.format = format; + this.conn = format.getConn(); + this.tableSet = new HashSet<>(format.getTableList()); + this.cat = new HashSet<>(); + for (String type : format.getCat().split(",")) { + cat.add(type.toLowerCase()); + } + this.pavingData = format.isPavingData(); + } + + public void init() throws Exception{ + decoder = new PgDecoder(PgWalUtil.queryTypes(conn)); + ChainedLogicalStreamBuilder builder = conn.getReplicationAPI() + .replicationStream() + .logical() + .withSlotName(format.getSlotName()) + //协议版本。当前仅支持版本1 + .withSlotOption("proto_version", "1") + //逗号分隔的要订阅的发布名称列表（接收更改）。 单个发布名称被视为标准对象名称，并可根据需要引用 + .withSlotOption("publication_names", PgWalUtil.PUBLICATION_NAME) + .withStatusInterval(format.getStatusInterval(), TimeUnit.MILLISECONDS); + long lsn = format.getStartLsn(); + if(lsn != 0){ + builder.withStartPosition(LogSequenceNumber.valueOf(lsn)); + } + stream = builder.start(); + TimeUnit.SECONDS.sleep(1); + stream.forceUpdateStatus(); + LOG.info("init PGReplicationStream successfully..."); + } + + @Override + public void run() { + LOG.info("PgWalListener start running....."); + try { + init(); + while (format.isRunning()) { + ByteBuffer buffer = stream.readPending(); + if (buffer == null) { + continue; + } + Table table = decoder.decode(buffer); + if(StringUtils.isBlank(table.getId())){ + continue; + } + String type = table.getType().name().toLowerCase(); + if(!cat.contains(type)){ + continue; + } + if(!tableSet.contains(table.getId())){ + continue; + } + LOG.trace("table = {}",gson.toJson(table)); + Map map = new LinkedHashMap<>(); + map.put("type", type); + map.put("schema", table.getSchema()); + map.put("table", table.getTable()); + map.put("lsn", table.getCurrentLsn()); + map.put("ts", table.getTs()); + map.put("ingestion", System.nanoTime()); + if(pavingData){ + int i = 0; + for (MetaColumn column : table.getColumnList()) { + map.put("before_" + column.getName(), table.getOldData()[i]); + map.put("after_" + column.getName(), table.getNewData()[i]); + i++; + } + }else { + Map before = new LinkedHashMap<>(); + Map after = new LinkedHashMap<>(); + int i = 0; + for (MetaColumn column : table.getColumnList()) { + before.put(column.getName(), table.getOldData()[i]); + after.put(column.getName(), table.getNewData()[i]); + i++; + } + map.put("before", before); + map.put("after", after); + } + format.processEvent(map); + } + }catch (Exception e){ + String errorMessage = ExceptionUtil.getErrorMessage(e); + LOG.error(errorMessage); + format.processEvent(Collections.singletonMap("e", errorMessage)); + + } + } +} diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java new file mode 100644 index 0000000000..5dcfaf888c --- /dev/null +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/reader/PgwalReader.java @@ -0,0 +1,88 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.pgwal.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.pgwal.PgWalConfigKeys; +import com.dtstack.flinkx.pgwal.format.PgWalInputFormatBuilder; +import com.dtstack.flinkx.reader.BaseDataReader; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +import java.util.List; + +/** + * Date: 2019/12/13 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PgwalReader extends BaseDataReader { + private String username; + private String password; + private String url; + private String databaseName; + private String cat; + private boolean pavingData; + private List tableList; + private Integer statusInterval; + private Long lsn; + private String slotName; + private boolean allowCreateSlot; + private boolean temporary; + + @SuppressWarnings("unchecked") + public PgwalReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + username = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_USER_NAME); + password = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_PASSWORD); + url = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_URL); + databaseName = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_DATABASE_NAME); + cat = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_CATALOG); + pavingData = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_PAVING_DATA, false); + tableList = (List) readerConfig.getParameter().getVal(PgWalConfigKeys.KEY_TABLE_LIST); + statusInterval = readerConfig.getParameter().getIntVal(PgWalConfigKeys.KEY_STATUS_INTERVAL, 20000); + lsn = readerConfig.getParameter().getLongVal(PgWalConfigKeys.KEY_LSN, 0); + slotName = readerConfig.getParameter().getStringVal(PgWalConfigKeys.KEY_SLOT_NAME); + allowCreateSlot = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_ALLOW_CREATE_SLOT, true); + temporary = readerConfig.getParameter().getBooleanVal(PgWalConfigKeys.KEY_TEMPORARY, true); + } + + @Override + public DataStream readData() { + PgWalInputFormatBuilder builder = new PgWalInputFormatBuilder(); + builder.setUsername(username); + builder.setPassword(password); + builder.setUrl(url); + builder.setDatabaseName(databaseName); + builder.setCat(cat); + builder.setPavingData(pavingData); + builder.setTableList(tableList); + builder.setRestoreConfig(restoreConfig); + builder.setStatusInterval(statusInterval); + builder.setLsn(lsn); + builder.setSlotName(slotName); + builder.setAllowCreateSlot(allowCreateSlot); + builder.setTemporary(temporary); + return createInput(builder.finish(), "pgwalreader"); + } +} diff --git a/flinkx-pgwal/pom.xml b/flinkx-pgwal/pom.xml new file mode 100644 index 0000000000..01b1f0d7c8 --- /dev/null +++ b/flinkx-pgwal/pom.xml @@ -0,0 +1,28 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + pom + + flinkx-pgwal + + + flinkx-pgwal-core + flinkx-pgwal-reader + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + \ No newline at end of file diff --git a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml index 8c8d2d901a..195da1bee4 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-reader/pom.xml @@ -89,6 +89,7 @@ + diff --git a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java index 0cb861e1b2..656763e9b5 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java +++ b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java @@ -107,7 +107,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { if (splitWithRowCol) { columnCount = columnCount - 1; } - checkSize(columnCount, metaColumns); + hasNext = resultSet.next(); if (StringUtils.isEmpty(customSql)) { diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index 94c3d0fe5c..a284085fa6 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -89,8 +89,9 @@ + + tofile="${basedir}/../../syncplugins/phoenixwriter/${project.name}-${git.branch}.jar" /> diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-core/pom.xml new file mode 100644 index 0000000000..e292c9b6e0 --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-core/pom.xml @@ -0,0 +1,82 @@ + + + + flinkx-phoenix5 + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-phoenix5-core + + + + org.apache.phoenix + phoenix-core + 5.0.0-HBase-2.0 + + + guava + com.google.guava + + + hadoop-auth + org.apache.hadoop + + + hbase-protocol-shaded + org.apache.hbase + + + hbase-protocol + org.apache.hbase + + + hbase-zookeeper + org.apache.hbase + + + + + org.apache.hbase + hbase-client + 2.1.10 + + + hadoop-common + org.apache.hadoop + + + hadoop-mapreduce-client-core + org.apache.hadoop + + + + + + org.apache.hadoop + hadoop-auth + 3.0.0 + + + + org.apache.hbase + hbase-zookeeper + 2.1.10 + + + org.apache.hbase + hbase-common + 2.1.10 + + + + org.codehaus.janino + janino + 3.1.1 + + + + \ No newline at end of file diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/IDecode.java b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5ConfigKeys.java similarity index 73% rename from flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/IDecode.java rename to flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5ConfigKeys.java index 80ffe47276..bcb938c9be 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/IDecode.java +++ b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5ConfigKeys.java @@ -6,33 +6,27 @@ * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at - *

+ * * http://www.apache.org/licenses/LICENSE-2.0 - *

+ * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.pulsar.writer.decoder; - -import java.util.Map; +package com.dtstack.flinkx.phoenix5; /** - * Date: 2019/11/21 + * Date: 2020/09/29 * Company: www.dtstack.com * * @author tudou */ -public interface IDecode { +public class Phoenix5ConfigKeys { + public static final String KEY_READ_FROM_HBASE = "readFromHbase"; - /** - * 解码给定的数据 - * - * @param message 待解码的内容 - * @return 解码后的数据 - */ - Map decode(String message); + public static final String KEY_SCAN_CACHE_SIZE = "scanCacheSize"; + public static final String KEY_SCAN_BATCH_SIZE = "scanBatchSize"; } diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5DatabaseMeta.java b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5DatabaseMeta.java new file mode 100644 index 0000000000..49c7cc3315 --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5DatabaseMeta.java @@ -0,0 +1,146 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.phoenix5; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.enums.EDatabaseType; +import com.dtstack.flinkx.rdb.BaseDatabaseMeta; +import com.dtstack.flinkx.rdb.util.DbUtil; +import com.dtstack.flinkx.reader.MetaColumn; +import org.apache.commons.lang.StringUtils; + +import java.util.List; +import java.util.Map; + +/** + * The class of Phoenix prototype + * + * Company: www.dtstack.com + * @author wuhui + */ +public class Phoenix5DatabaseMeta extends BaseDatabaseMeta { + + @Override + public EDatabaseType getDatabaseType() { + return EDatabaseType.Phoenix; + } + + @Override + public String getDriverClass() { + return "org.apache.phoenix.jdbc.PhoenixDriver"; + } + + @Override + public String getSqlQueryFields(String tableName) { + return "SELECT * FROM " + tableName + " LIMIT 0"; + } + + @Override + public String getSqlQueryColumnFields(List column, String table) { + return "SELECT " + quoteColumns(column) + " FROM " + quoteTable(table) + " LIMIT 0"; + } + + /** + * phoenix查询表结构SQL + * @param metaColumns 字段信息 + * @param table schema.table + * @return + */ + public String getSqlWithLimit1(List metaColumns, String table) { + String columnStr; + List column = DbUtil.buildSelectColumns(this, metaColumns); + if(column.size() == 1 && ConstantValue.STAR_SYMBOL.equals(column.get(0))){ + columnStr = ConstantValue.STAR_SYMBOL; + }else{ + columnStr = quoteColumns(column); + } + return new StringBuilder(256) + .append("SELECT ") + .append(columnStr) + .append(" FROM ") + .append(quoteTable(table)) + .append(" LIMIT 1") + .toString(); + } + + @Override + public String getStartQuote() { + // 对于字段名和表名的quote得用双引号，对于字段值为字符串的得用单引号表示常量 + return ""; + } + + @Override + public String getEndQuote() { + return ""; + } + + @Override + public String quoteValue(String value, String column) { + return String.format("\"%s\" as %s",value,column); + } + + @Override + public String getInsertStatement(List column, String table) { + throw new UnsupportedOperationException(); + } + + @Override + public String getReplaceStatement(List column, List fullColumn, String table, Map> updateKey) { + // phoenix只支持upsert插入 + throw new UnsupportedOperationException(); + } + + @Override + public String getUpsertStatement(List column, String table, Map> updateKey) { + return "UPSERT INTO " + quoteTable(table) + + " (" + quoteColumns(column) + ") values (" + + StringUtils.repeat("?", ",", column.size()) + ")"; + } + + @Override + public String getSplitFilter(String columnName) { + // phoenix不支持mod，只支持%取余 + return String.format("%s %% ${N} = ${M}", getStartQuote() + columnName + getEndQuote()); + } + + @Override + public String getSplitFilterWithTmpTable(String tmpTable, String columnName){ + return String.format("%s.%s %% ${N} = ${M}", tmpTable, getStartQuote() + columnName + getEndQuote()); + } + + @Override + public String getRowNumColumn(String orderBy) { + throw new RuntimeException("Not support row_number function"); + } + + @Override + protected String makeValues(List column) { + throw new UnsupportedOperationException(); + } + + @Override + public int getFetchSize(){ + return 1000; + } + + @Override + public int getQueryTimeout(){ + return 1000; + } +} diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5InputSplit.java b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5InputSplit.java new file mode 100644 index 0000000000..4d81749188 --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/Phoenix5InputSplit.java @@ -0,0 +1,50 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.phoenix5; + +import org.apache.commons.lang3.tuple.Pair; +import org.apache.flink.core.io.GenericInputSplit; + +import java.util.Vector; + +/** + * Date: 2020/09/29 + * Company: www.dtstack.com + * + * @author tudou + */ +public class Phoenix5InputSplit extends GenericInputSplit { + private static final long serialVersionUID = 1L; + + private Vector> splits; + + /** + * Creates a generic input split with the given split number. + * + * @param partitionNumber The number of the split's partition. + * @param totalNumberOfPartitions The total number of the splits (partitions). + */ + public Phoenix5InputSplit(int partitionNumber, int totalNumberOfPartitions, Vector> splits) { + super(partitionNumber, totalNumberOfPartitions); + this.splits = splits; + } + + public Vector> getSplits() { + return splits; + } +} diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/IPhoenix5Helper.java b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/IPhoenix5Helper.java new file mode 100644 index 0000000000..237b4c2c04 --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/IPhoenix5Helper.java @@ -0,0 +1,215 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.phoenix5.util; + +import org.apache.commons.lang3.tuple.Pair; +import org.apache.flink.types.Row; + +import java.sql.Connection; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.util.List; +import java.util.Map; +import java.util.NavigableSet; +import java.util.Properties; + +/** + * Date: 2020/10/10 + * Company: www.dtstack.com + * + * @author tudou + */ +public interface IPhoenix5Helper { + + String CLASS_STR = "public transient RowProjector rowProjector;\n" + + " public List instanceList;\n" + + "\n" + + " @Override\n" + + " public Connection getConn(String url, Properties properties) throws SQLException {\n" + + " Connection dbConn;\n" + + " synchronized (ClassUtil.LOCK_STR) {\n" + + " DriverManager.setLoginTimeout(10);\n" + + " // telnet\n" + + " TelnetUtil.telnet(url);\n" + + " dbConn = DriverManager.getConnection(url, properties);\n" + + " }\n" + + "\n" + + " return dbConn;\n" + + " }\n" + + "\n" + + " @Override\n" + + " public List> getRangeList(PreparedStatement ps) {\n" + + " List rangeList = ((PhoenixPreparedStatement) ps).getQueryPlan().getSplits();\n" + + " List> list = new ArrayList(rangeList.size());\n" + + " for (KeyRange keyRange : rangeList) {\n" + + " list.add(Pair.of(keyRange.getLowerRange(), keyRange.getUpperRange()));\n" + + " }\n" + + " return list;\n" + + " }\n" + + "\n" + + " @Override\n" + + " public Map> getFamilyMap(ResultSet resultSet) throws Exception {\n" + + " Field field = PhoenixResultSet.class.getDeclaredField(\"rowProjector\");\n" + + " field.setAccessible(true);\n" + + " rowProjector = (RowProjector) field.get(resultSet);\n" + + " field.setAccessible(false);\n" + + " Field c = PhoenixResultSet.class.getDeclaredField(\"context\");\n" + + " c.setAccessible(true);\n" + + " StatementContext context = (StatementContext)c.get(resultSet);\n" + + " c.setAccessible(false);\n" + + " return context.getScan().getFamilyMap();\n" + + " }\n" + + "\n" + + " @Override\n" + + " public void initInstanceList(List typeList) {\n" + + " instanceList = new ArrayList(typeList.size());\n" + + " for (String type : typeList) {\n" + + " instanceList.add(getPDataType(type));\n" + + " }\n" + + " }\n" + + "\n" + + "\n" + + " @Override\n" + + " public byte[] getScanProjector(ResultSet resultSet) {\n" + + " StatementContext context = ((PhoenixResultSet)resultSet).getContext();\n" + + " return context.getScan().getAttribute(\"scanProjector\");\n" + + " }\n" + + "\n" + + " @Override\n" + + " public Row getRow(byte[] bytes, int offset, int length) throws SQLException {\n" + + " int size = instanceList.size();\n" + + " Row row = new Row(size);\n" + + " ImmutableBytesWritable pointer = new ImmutableBytesWritable();\n" + + " for (int pos = 0; pos < size; pos++) {\n" + + " PDataType pDataType = (PDataType)instanceList.get(pos);\n" + + " row.setField(pos, rowProjector.getColumnProjector(pos).getValue(new ResultTuple(Result.create(Collections.singletonList(new NoTagsKeyValue(bytes, offset, length)))), pDataType, pointer));\n" + + " }\n" + + " return row;\n" + + " }\n" + + "\n" + + " @Override\n" + + " public Map analyzePhoenixUrl(String url) throws SQLException {\n" + + " PhoenixEmbeddedDriver.ConnectionInfo info = PhoenixEmbeddedDriver.ConnectionInfo.create(url);\n" + + " Map map = new HashMap(8);\n" + + " //zk地址\n" + + " map.put(\"quorum\", info.getZookeeperQuorum());\n" + + " //zk端口\n" + + " map.put(\"port\", info.getPort());\n" + + " //hbase zk节点名称\n" + + " map.put(\"rootNode\", info.getRootNode());\n" + + " map.put(\"principal\", info.getPrincipal());\n" + + " map.put(\"keytabFile\", info.getKeytab());\n" + + " return map;\n" + + " }\n" + + "\n" + + " /**\n" + + " * 根据字段类型获取Phoenix转换实例\n" + + " * phoenix支持以下数据类型\n" + + " * @param type\n" + + " * @return\n" + + " */\n" + + " public PDataType getPDataType(String type){\n" + + " if(StringUtils.isBlank(type)){\n" + + " throw new RuntimeException(\"type[\" + type + \"] cannot be blank!\");\n" + + " }\n" + + " switch (type.toUpperCase()){\n" + + " case \"INTEGER\" : return PInteger.INSTANCE;\n" + + " case \"UNSIGNED_INT\" : return PUnsignedInt.INSTANCE;\n" + + " case \"BIGINT\" : return PLong.INSTANCE;\n" + + " case \"UNSIGNED_LONG\" : return PUnsignedLong.INSTANCE;\n" + + " case \"TINYINT\" : return PTinyint.INSTANCE;\n" + + " case \"UNSIGNED_TINYINT\" : return PUnsignedTinyint.INSTANCE;\n" + + " case \"SMALLINT\" : return PSmallint.INSTANCE;\n" + + " case \"UNSIGNED_SMALLINT\" : return PUnsignedSmallint.INSTANCE;\n" + + " case \"FLOAT\" : return PFloat.INSTANCE;\n" + + " case \"UNSIGNED_FLOAT\" : return PUnsignedFloat.INSTANCE;\n" + + " case \"DOUBLE\" : return PDouble.INSTANCE;\n" + + " case \"UNSIGNED_DOUBLE\" : return PUnsignedDouble.INSTANCE;\n" + + " case \"DECIMAL\" : return PDecimal.INSTANCE;\n" + + " case \"BOOLEAN\" : return PBoolean.INSTANCE;\n" + + " case \"TIME\" : return PTime.INSTANCE;\n" + + " case \"DATE\" : return PDate.INSTANCE;\n" + + " case \"TIMESTAMP\" : return PTimestamp.INSTANCE;\n" + + " case \"UNSIGNED_TIME\" : return PUnsignedTime.INSTANCE;\n" + + " case \"UNSIGNED_DATE\" : return PUnsignedDate.INSTANCE;\n" + + " case \"UNSIGNED_TIMESTAMP\" : return PUnsignedTimestamp.INSTANCE;\n" + + " case \"VARCHAR\" : return PVarchar.INSTANCE;\n" + + " case \"CHAR\" : return PChar.INSTANCE;\n" + + " //不支持二进制字段类型\n" + + " case \"BINARY\" : throw new RuntimeException(\"type [BINARY] is unsupported!\");\n" + + " case \"VARBINARY\" : throw new RuntimeException(\"type [VARBINARY] is unsupported!\");\n" + + " default: throw new RuntimeException(\"type[\"+ type +\"] is unsupported!\");\n" + + " }\n" + + " }"; + + /** + * 获取phoenix jdbc连接 + * @param url + * @param properties + * @return + * @throws SQLException + */ + Connection getConn(String url, Properties properties) throws SQLException; + + /** + * 获取region边界 + * @param ps + * @return + */ + List> getRangeList(PreparedStatement ps); + + /** + * 获取HBase列族 + * @param resultSet + * @return + */ + Map> getFamilyMap(ResultSet resultSet) throws Exception; + + /** + * 初始化Phoenix数据格式实例 + * @param typeList + */ + void initInstanceList(List typeList); + + /** + * 获取ScanProjector属性 + * @param resultSet + * @return + * @throws Exception + */ + byte [] getScanProjector(ResultSet resultSet); + + /** + * 获取HBase值 + * @param bytes + * @param offset + * @param length + * @return + * @throws SQLException + */ + Row getRow(byte[] bytes, int offset, int length) throws SQLException; + + /** + * 解析Phoenix JDBC URL + * @param url + * @return + * @throws SQLException + */ + Map analyzePhoenixUrl(String url) throws SQLException; +} diff --git a/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java new file mode 100644 index 0000000000..44eb1ebdaf --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-core/src/main/java/com/dtstack/flinkx/phoenix5/util/PhoenixUtil.java @@ -0,0 +1,99 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.phoenix5.util; + +import org.codehaus.commons.compiler.CompileException; +import org.codehaus.janino.ClassBodyEvaluator; + +import java.io.IOException; +import java.io.StringReader; + +/** + * Date: 2020/02/28 + * Company: www.dtstack.com + * + * @author tudou + */ +public class PhoenixUtil { + + /** + * 通过指定类加载器获取helper + * @param parentClassLoader + * @return + * @throws IOException + * @throws CompileException + */ + public static IPhoenix5Helper getHelper(ClassLoader parentClassLoader) throws IOException, CompileException { + ClassBodyEvaluator cbe = new ClassBodyEvaluator(); + cbe.setParentClassLoader(parentClassLoader); + cbe.setDefaultImports("com.dtstack.flinkx.util.ClassUtil", + "com.dtstack.flinkx.util.TelnetUtil", + "org.apache.commons.lang3.StringUtils", + "org.apache.commons.lang3.tuple.Pair", + "org.apache.flink.types.Row", + "org.apache.hadoop.hbase.NoTagsKeyValue", + "org.apache.hadoop.hbase.client.Result", + "org.apache.hadoop.hbase.io.ImmutableBytesWritable", + "org.apache.phoenix.compile.RowProjector", + "org.apache.phoenix.compile.StatementContext", + "org.apache.phoenix.jdbc.PhoenixEmbeddedDriver", + "org.apache.phoenix.jdbc.PhoenixPreparedStatement", + "org.apache.phoenix.jdbc.PhoenixResultSet", + "org.apache.phoenix.query.KeyRange", + "org.apache.phoenix.schema.tuple.ResultTuple", + "org.apache.phoenix.schema.types.PBoolean", + "org.apache.phoenix.schema.types.PChar", + "org.apache.phoenix.schema.types.PDataType", + "org.apache.phoenix.schema.types.PDate", + "org.apache.phoenix.schema.types.PDecimal", + "org.apache.phoenix.schema.types.PDouble", + "org.apache.phoenix.schema.types.PFloat", + "org.apache.phoenix.schema.types.PInteger", + "org.apache.phoenix.schema.types.PLong", + "org.apache.phoenix.schema.types.PSmallint", + "org.apache.phoenix.schema.types.PTime", + "org.apache.phoenix.schema.types.PTimestamp", + "org.apache.phoenix.schema.types.PTinyint", + "org.apache.phoenix.schema.types.PUnsignedDate", + "org.apache.phoenix.schema.types.PUnsignedDouble", + "org.apache.phoenix.schema.types.PUnsignedFloat", + "org.apache.phoenix.schema.types.PUnsignedInt", + "org.apache.phoenix.schema.types.PUnsignedLong", + "org.apache.phoenix.schema.types.PUnsignedSmallint", + "org.apache.phoenix.schema.types.PUnsignedTime", + "org.apache.phoenix.schema.types.PUnsignedTimestamp", + "org.apache.phoenix.schema.types.PUnsignedTinyint", + "org.apache.phoenix.schema.types.PVarchar", + "java.lang.reflect.Field", + "java.sql.Connection", + "java.sql.DriverManager", + "java.sql.PreparedStatement", + "java.sql.ResultSet", + "java.sql.SQLException", + "java.util.ArrayList", + "java.util.Collections", + "java.util.HashMap", + "java.util.List", + "java.util.Map", + "java.util.NavigableSet", + "java.util.Properties"); + cbe.setImplementedInterfaces(new Class[]{IPhoenix5Helper.class}); + StringReader sr = new StringReader(IPhoenix5Helper.CLASS_STR); + return (IPhoenix5Helper) cbe.createInstance(sr); + } +} diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml new file mode 100644 index 0000000000..ab6fc2962a --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml @@ -0,0 +1,102 @@ + + + + flinkx-phoenix5 + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-phoenix5-reader + + + com.dtstack.flinkx + flinkx-rdb-reader + 1.6 + provided + + + com.dtstack.flinkx + flinkx-phoenix5-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.phoenix5.com.google.common + + + com.google.thirdparty + shade.phoenix5.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java new file mode 100644 index 0000000000..e9516404ab --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java @@ -0,0 +1,288 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.phoenix5.format; + +import com.dtstack.flinkx.phoenix5.Phoenix5DatabaseMeta; +import com.dtstack.flinkx.phoenix5.Phoenix5InputSplit; +import com.dtstack.flinkx.phoenix5.util.IPhoenix5Helper; +import com.dtstack.flinkx.phoenix5.util.PhoenixUtil; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormat; +import com.dtstack.flinkx.rdb.util.DbUtil; +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.RangeSplitUtil; +import com.dtstack.flinkx.util.ReflectionUtils; +import com.google.common.collect.Lists; +import org.apache.commons.io.FilenameUtils; +import org.apache.commons.lang3.StringUtils; +import org.apache.commons.lang3.tuple.Pair; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders; +import org.apache.flink.types.Row; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.hbase.HBaseConfiguration; +import org.apache.hadoop.hbase.HConstants; +import org.apache.hadoop.hbase.NoTagsKeyValue; +import org.apache.hadoop.hbase.TableName; +import org.apache.hadoop.hbase.client.ConnectionFactory; +import org.apache.hadoop.hbase.client.Result; +import org.apache.hadoop.hbase.client.Scan; +import org.apache.hadoop.hbase.client.Table; +import org.apache.phoenix.query.QueryConstants; +import org.codehaus.commons.compiler.CompileException; +import sun.misc.URLClassPath; + +import java.io.IOException; +import java.lang.reflect.Field; +import java.net.URL; +import java.net.URLClassLoader; +import java.sql.Connection; +import java.sql.ResultSetMetaData; +import java.sql.SQLException; +import java.util.ArrayList; +import java.util.Iterator; +import java.util.LinkedList; +import java.util.List; +import java.util.Map; +import java.util.Vector; + +import static com.dtstack.flinkx.rdb.util.DbUtil.clobToString; + +/** + * Company: www.dtstack.com + * + * @author wuhui + */ +public class Phoenix5InputFormat extends JdbcInputFormat { + + //是否直接读取HBase的数据 + public boolean readFromHbase; + //一次读取返回的Results数量,默认为HConstants.DEFAULT_HBASE_CLIENT_SCANNER_CACHING + public int scanCacheSize; + //限定了一个Result中所包含的列的数量，如果一行数据被请求的列的数量超出Batch限制，那么这行数据会被拆成多个Results + //默认为-1，表示返回所有行 + public int scanBatchSize; + + public String sql; + private transient Scan scan; + private transient Table hTable; + private transient Iterator> keyRangeIterator; + private transient Iterator resultIterator; + + private transient URLClassLoader childFirstClassLoader; + private transient IPhoenix5Helper helper; + + @Override + public void openInputFormat() throws IOException { + super.openInputFormat(); + } + + @Override + public InputSplit[] createInputSplitsInternal(int minNumSplits) { + if(readFromHbase){ + LOG.warn("phoenix5reader config [readFromHbase] is true, FlinkX will read data from HBase directly!"); + Phoenix5DatabaseMeta metaData = (Phoenix5DatabaseMeta) this.databaseInterface; + sql = metaData.getSqlWithLimit1(metaColumns, table); + List> rangeList; + try { + dbConn = getConnection(); + ps = dbConn.prepareStatement(sql); + resultSet = ps.executeQuery(); + rangeList = helper.getRangeList(ps); + LOG.info("region's count = {}", rangeList.size()); + } catch (Exception e) { + String message = String.format("failed to query rangeList, sql = %s, dbUrl = %s, properties = %s, e = %s", sql, dbUrl, GsonUtil.GSON.toJson(properties), ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException(message, e); + }finally { + DbUtil.closeDbResources(resultSet, ps, dbConn, false); + } + if(rangeList.size() < minNumSplits){ + String message = String.format("region's count [%s] must be less than or equal to channel number [%s], please reduce [channel] in FlinkX config!", rangeList.size(), minNumSplits); + throw new IllegalArgumentException(message); + } + List>> list = RangeSplitUtil.subListBySegment(rangeList, minNumSplits); + InputSplit[] splits = new InputSplit[minNumSplits]; + for (int i = 0; i < minNumSplits; i++) { + splits[i] = new Phoenix5InputSplit(i, minNumSplits, new Vector<>(list.get(i))); + } + return splits; + }else{ + return super.createInputSplitsInternal(minNumSplits); + } + } + + @Override + public void openInternal(InputSplit inputSplit) throws IOException { + if(readFromHbase){ + try { + Phoenix5DatabaseMeta metaData = (Phoenix5DatabaseMeta) this.databaseInterface; + sql = metaData.getSqlWithLimit1(metaColumns, table); + dbConn = getConnection(); + ps = dbConn.prepareStatement(sql); + resultSet = ps.executeQuery(); + ResultSetMetaData meta = ps.getMetaData(); + columnCount = meta.getColumnCount(); + List typeList = new ArrayList<>(columnCount); + for (int i = 1; i <= columnCount; i++) { + String name = meta.getColumnName(i); + String type = meta.getColumnTypeName(i); + typeList.add(type); + LOG.info("field count = {}, name = {}, type = {}", i, name, type); + } + helper.initInstanceList(typeList); + Vector> keyRangeList = ((Phoenix5InputSplit) inputSplit).getSplits(); + + scan = new Scan(); + keyRangeIterator = keyRangeList.iterator(); + Pair pair = keyRangeIterator.next(); + //for yarn session mode + scan.setStartRow(pair.getLeft()); + scan.setStopRow(pair.getRight()); + scan.setFamilyMap(helper.getFamilyMap(resultSet)); + scan.setLoadColumnFamiliesOnDemand(true); + scan.setAttribute("scanProjector", helper.getScanProjector(resultSet)); + scan.setAttribute("_NonAggregateQuery", QueryConstants.TRUE); + scan.setCaching(scanCacheSize); + scan.setBatch(scanBatchSize); + + Map map = helper.analyzePhoenixUrl(dbUrl); + Configuration hConfiguration = HBaseConfiguration.create(); + hConfiguration.set(HConstants.ZOOKEEPER_QUORUM, (String) map.get("quorum")); + Object port = map.get("port"); + if(port == null){ + hConfiguration.setInt(HConstants.CLIENT_ZOOKEEPER_CLIENT_PORT, HConstants.DEFAULT_ZOOKEEPER_CLIENT_PORT); + }else{ + hConfiguration.setInt(HConstants.CLIENT_ZOOKEEPER_CLIENT_PORT, (int)port); + } + Object rootNode = map.get("rootNode"); + if(rootNode == null){ + hConfiguration.set(HConstants.ZOOKEEPER_ZNODE_PARENT, HConstants.DEFAULT_ZOOKEEPER_ZNODE_PARENT); + }else{ + hConfiguration.set(HConstants.ZOOKEEPER_ZNODE_PARENT, (String) rootNode); + } + hConfiguration.setBoolean(HConstants.CLUSTER_DISTRIBUTED, true); + org.apache.hadoop.hbase.client.Connection hConn = ConnectionFactory.createConnection(hConfiguration); + hTable = hConn.getTable(TableName.valueOf(table)); + resultIterator = hTable.getScanner(scan).iterator(); + } catch (Exception e) { + String message = String.format("openInputFormat() failed, dbUrl = %s, properties = %s, e = %s", dbUrl, GsonUtil.GSON.toJson(properties), ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException(message, e); + }finally { + DbUtil.closeDbResources(resultSet, ps, dbConn, false); + } + }else{ + super.openInternal(inputSplit); + } + } + + @Override + public Row nextRecordInternal(Row row) throws IOException { + try { + row = new Row(columnCount); + if(readFromHbase){ + NoTagsKeyValue cell = (NoTagsKeyValue)resultIterator.next().listCells().get(0); + return helper.getRow(cell.getBuffer(), cell.getOffset(), cell.getLength()); + }else{ + if (!hasNext) { + return null; + } + for (int pos = 0; pos < row.getArity(); pos++) { + row.setField(pos, clobToString(resultSet.getObject(pos + 1))); + } + return super.nextRecordInternal(row); + } + } catch (Exception e) { + throw new IOException(String.format("Couldn't read data, e = %s", ExceptionUtil.getErrorMessage(e)), e); + } + } + + @Override + public boolean reachedEnd() throws IOException{ + if(readFromHbase){ + if(resultIterator.hasNext()){ + return false; + }else{ + if(keyRangeIterator.hasNext()){ + Pair pair = keyRangeIterator.next(); + LOG.info("switch regions, current region is [{}}] to [{}]", GsonUtil.GSON.toJson(pair.getLeft()), GsonUtil.GSON.toJson(pair.getRight())); + //for yarn session mode + scan.setStartRow(pair.getLeft()); + scan.setStopRow(pair.getRight()); + resultIterator = hTable.getScanner(scan).iterator(); + return reachedEnd(); + }else{ + return true; + } + } + }else{ + return super.reachedEnd(); + } + } + + /** + * 获取数据库连接，用于子类覆盖 + * @return connection + */ + @Override + protected Connection getConnection() throws SQLException { + Field declaredField = ReflectionUtils.getDeclaredField(getClass().getClassLoader(), "ucp"); + assert declaredField != null; + declaredField.setAccessible(true); + URLClassPath urlClassPath; + try { + urlClassPath = (URLClassPath) declaredField.get(getClass().getClassLoader()); + } catch (IllegalAccessException e) { + String message = String.format("cannot get urlClassPath from current classLoader, classLoader = %s, e = %s", getClass().getClassLoader(), ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException(message, e); + } + declaredField.setAccessible(false); + + List needJar = Lists.newArrayList(); + for (URL url : urlClassPath.getURLs()) { + String urlFileName = FilenameUtils.getName(url.getPath()); + if (urlFileName.startsWith("flinkx-phoenix5-reader")) { + needJar.add(url); + break; + } + } + + ClassLoader parentClassLoader = getClass().getClassLoader(); + List list = new LinkedList<>(); + list.add("org.apache.flink"); + list.add("com.dtstack.flinkx"); + + childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, list.toArray(new String[0])); + + ClassUtil.forName(driverName, childFirstClassLoader); + if(StringUtils.isNotEmpty(username)){ + properties.setProperty("user", username); + } + if(StringUtils.isNotEmpty(password)){ + properties.setProperty("password", password); + } + + try { + helper = PhoenixUtil.getHelper(childFirstClassLoader); + return helper.getConn(dbUrl, properties); + } catch (IOException | CompileException e) { + String message = String.format("cannot get phoenix connection, dbUrl = %s, properties = %s, e = %s", dbUrl, GsonUtil.GSON.toJson(properties), ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException(message, e); + } + } +} \ No newline at end of file diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/reader/Phoenix5InputFormatBuilder.java b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/reader/Phoenix5InputFormatBuilder.java new file mode 100644 index 0000000000..b125fbdabb --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/reader/Phoenix5InputFormatBuilder.java @@ -0,0 +1,98 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.phoenix5.reader; + +import com.dtstack.flinkx.phoenix5.format.Phoenix5InputFormat; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; +import org.apache.commons.lang3.StringUtils; + +/** + * Date: 2020/09/30 + * Company: www.dtstack.com + * + * @author tudou + */ +public class Phoenix5InputFormatBuilder extends JdbcInputFormatBuilder { + protected Phoenix5InputFormat format; + + //use for check + private String where; + private String customSql; + private String orderByColumn; + + public Phoenix5InputFormatBuilder(Phoenix5InputFormat format) { + super(format); + this.format = format; + } + + public void setReadFromHbase(boolean readFromHbase){ + format.readFromHbase = readFromHbase; + } + + public void setScanCacheSize(int scanCacheSize){ + format.scanCacheSize = scanCacheSize; + } + + public void setScanBatchSize(int scanBatchSize){ + format.scanBatchSize = scanBatchSize; + } + + @Override + protected void checkFormat() { + if(format.readFromHbase){ + StringBuilder sb = new StringBuilder(256); + if (StringUtils.isBlank(format.dbUrl)) { + sb.append("No database URL supplied\n"); + } + if(StringUtils.isNotBlank(where)){ + sb.append("cannot config [where] when readFromHbase is true, current where is : [") + .append(where) + .append("]\n"); + } + if(StringUtils.isNotBlank(customSql)){ + sb.append("cannot config [customSql] when readFromHbase is true, current customSql is : [") + .append(customSql) + .append("]\n"); + } + if(StringUtils.isNotBlank(orderByColumn)){ + sb.append("cannot config [orderByColumn] when readFromHbase is true, current orderByColumn is : [") + .append(orderByColumn) + .append("]"); + } + if(sb.length() > 0){ + throw new IllegalArgumentException(sb.toString()); + } + }else{ + super.checkFormat(); + } + } + + public void setWhere(String where) { + this.where = where; + } + + @Override + public void setCustomSql(String customSql) { + super.setCustomSql(customSql); + this.customSql = customSql; + } + + public void setOrderByColumn(String orderByColumn) { + this.orderByColumn = orderByColumn; + } +} diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/reader/Phoenix5Reader.java b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/reader/Phoenix5Reader.java new file mode 100644 index 0000000000..9f73d41a16 --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/reader/Phoenix5Reader.java @@ -0,0 +1,64 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.phoenix5.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.phoenix5.Phoenix5ConfigKeys; +import com.dtstack.flinkx.phoenix5.Phoenix5DatabaseMeta; +import com.dtstack.flinkx.phoenix5.format.Phoenix5InputFormat; +import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; +import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.hadoop.hbase.HConstants; + +/** + * phoenix reader plugin + * + * Company: www.dtstack.com + * @author wuhui + */ +public class Phoenix5Reader extends JdbcDataReader { + private boolean readFromHbase; + private int scanCacheSize; + private int scanBatchSize; + + public Phoenix5Reader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + readFromHbase = readerConfig.getParameter().getBooleanVal(Phoenix5ConfigKeys.KEY_READ_FROM_HBASE, false); + scanCacheSize = readerConfig.getParameter().getIntVal(Phoenix5ConfigKeys.KEY_SCAN_CACHE_SIZE, HConstants.DEFAULT_HBASE_CLIENT_SCANNER_CACHING); + scanBatchSize = readerConfig.getParameter().getIntVal(Phoenix5ConfigKeys.KEY_SCAN_BATCH_SIZE, -1); + setDatabaseInterface(new Phoenix5DatabaseMeta()); + } + + @Override + protected JdbcInputFormatBuilder getBuilder() { + Phoenix5InputFormatBuilder builder = new Phoenix5InputFormatBuilder(new Phoenix5InputFormat()); + builder.setReadFromHbase(readFromHbase); + builder.setScanCacheSize(scanCacheSize); + builder.setScanBatchSize(scanBatchSize); + builder.setWhere(where); + builder.setCustomSql(customSql); + builder.setOrderByColumn(orderByColumn); + return builder; + } + +} + diff --git a/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml new file mode 100644 index 0000000000..07912fc063 --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml @@ -0,0 +1,103 @@ + + + + flinkx-phoenix5 + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-phoenix5-writer + + + + com.dtstack.flinkx + flinkx-rdb-writer + 1.6 + provided + + + com.dtstack.flinkx + flinkx-phoenix5-core + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.phoenix5.com.google.common + + + com.google.thirdparty + shade.phoenix5.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5OutputFormat.java b/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5OutputFormat.java new file mode 100644 index 0000000000..07efa749a3 --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5OutputFormat.java @@ -0,0 +1,124 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.phoenix5.format; + +import com.dtstack.flinkx.enums.EWriteMode; +import com.dtstack.flinkx.phoenix5.util.PhoenixUtil; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ReflectionUtils; +import com.google.common.collect.Lists; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.io.FilenameUtils; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders; +import org.apache.phoenix.query.QueryServices; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import sun.misc.URLClassPath; + +import java.lang.reflect.Field; +import java.net.URL; +import java.net.URLClassLoader; +import java.util.List; + +/** + * Company: www.dtstack.com + * + * @author wuhui + */ +public class Phoenix5OutputFormat extends JdbcOutputFormat { + + private static final Logger LOG = LoggerFactory.getLogger(Phoenix5OutputFormat.class); + + private static final String PHOENIX5_WRITER_PREFIX = "flinkx-phoenix5-writer"; + + @Override + protected void openInternal(int taskNumber, int numTasks){ + try { + Field declaredField = ReflectionUtils.getDeclaredField(getClass().getClassLoader(), "ucp"); + declaredField.setAccessible(true); + URLClassPath urlClassPath = (URLClassPath) declaredField.get(getClass().getClassLoader()); + declaredField.setAccessible(false); + + List needJar = Lists.newArrayList(); + for(URL url : urlClassPath.getURLs()){ + String urlFileName = FilenameUtils.getName(url.getPath()); + if(urlFileName.startsWith(PHOENIX5_WRITER_PREFIX)){ + needJar.add(url); + } + } + + ClassLoader parentClassLoader = getClass().getClassLoader(); + String[] alwaysParentFirstPatterns = new String[2]; + alwaysParentFirstPatterns[0] = "org.apache.flink"; + alwaysParentFirstPatterns[1] = "com.dtstack.flinkx"; + URLClassLoader childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, alwaysParentFirstPatterns); + + ClassUtil.forName(driverName, childFirstClassLoader); + if(StringUtils.isNotEmpty(username)){ + properties.setProperty("user", username); + } + if(StringUtils.isNotEmpty(password)){ + properties.setProperty("password", password); + } + if(properties.get(QueryServices.MUTATE_BATCH_SIZE_ATTRIB) == null){ + //执行过程中被批处理并自动提交的行数 + properties.setProperty(QueryServices.MUTATE_BATCH_SIZE_ATTRIB, "100000"); + } + if(properties.get(QueryServices.MAX_MUTATION_SIZE_ATTRIB) == null){ + //客户端批处理的最大行数 + properties.setProperty(QueryServices.MAX_MUTATION_SIZE_ATTRIB, "1000000"); + } + if(properties.get(QueryServices.MAX_MUTATION_SIZE_BYTES_ATTRIB) == null){ + //客户端批处理的最大数据量（单位：B）1GB + properties.setProperty(QueryServices.MAX_MUTATION_SIZE_BYTES_ATTRIB, "1073741824"); + } + dbConn = PhoenixUtil.getHelper(childFirstClassLoader).getConn(dbUrl, properties); + + if (restoreConfig.isRestore()){ + dbConn.setAutoCommit(false); + } + + if(CollectionUtils.isEmpty(fullColumn)) { + fullColumn = probeFullColumns(table, dbConn); + } + + if(fullColumnType == null) { + fullColumnType = analyzeTable(); + } + + for(String col : column) { + for (int i = 0; i < fullColumn.size(); i++) { + if (col.equalsIgnoreCase(fullColumn.get(i))){ + columnType.add(fullColumnType.get(i)); + break; + } + } + } + mode = EWriteMode.UPDATE.name(); + preparedStatement = prepareTemplates(); + readyCheckpoint = false; + + LOG.info("subTask[{}}] wait finished", taskNumber); + } catch (Exception sqe) { + throw new IllegalArgumentException("open() failed.", sqe); + } + } + +} diff --git a/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/writer/Phoenix5Writer.java b/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/writer/Phoenix5Writer.java new file mode 100644 index 0000000000..25d76cb568 --- /dev/null +++ b/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/writer/Phoenix5Writer.java @@ -0,0 +1,48 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.phoenix5.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.phoenix5.Phoenix5DatabaseMeta; +import com.dtstack.flinkx.phoenix5.format.Phoenix5OutputFormat; +import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; +import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; +import com.dtstack.flinkx.rdb.util.DbUtil; + +import java.util.Collections; + +/** + * phoenix writer plugin + * + * Company: www.dtstack.com + * @author wuhui + */ +public class Phoenix5Writer extends JdbcDataWriter { + + public Phoenix5Writer(DataTransferConfig config) { + super(config); + setDatabaseInterface(new Phoenix5DatabaseMeta()); + dbUrl = DbUtil.formatJdbcUrl(dbUrl, Collections.singletonMap("zeroDateTimeBehavior", "convertToNull")); + } + + @Override + protected JdbcOutputFormatBuilder getBuilder() { + return new JdbcOutputFormatBuilder(new Phoenix5OutputFormat()); + } +} diff --git a/flinkx-phoenix5/pom.xml b/flinkx-phoenix5/pom.xml new file mode 100644 index 0000000000..cc8aeef584 --- /dev/null +++ b/flinkx-phoenix5/pom.xml @@ -0,0 +1,36 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + pom + + flinkx-phoenix5 + + + flinkx-phoenix5-core + flinkx-phoenix5-reader + flinkx-phoenix5-writer + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + com.dtstack.flinkx + flinkx-rdb-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/flinkx-polardb/flinkx-polardb-dreader/pom.xml b/flinkx-polardb/flinkx-polardb-dreader/pom.xml index 278cf2009b..d4bd90d2c4 100644 --- a/flinkx-polardb/flinkx-polardb-dreader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-dreader/pom.xml @@ -98,6 +98,7 @@ + diff --git a/flinkx-polardb/flinkx-polardb-reader/pom.xml b/flinkx-polardb/flinkx-polardb-reader/pom.xml index 948a6c1cfd..60e39a8821 100644 --- a/flinkx-polardb/flinkx-polardb-reader/pom.xml +++ b/flinkx-polardb/flinkx-polardb-reader/pom.xml @@ -97,6 +97,7 @@ + diff --git a/flinkx-polardb/flinkx-polardb-writer/pom.xml b/flinkx-polardb/flinkx-polardb-writer/pom.xml index f97f7afcf4..100ecc20ad 100644 --- a/flinkx-polardb/flinkx-polardb-writer/pom.xml +++ b/flinkx-polardb/flinkx-polardb-writer/pom.xml @@ -98,6 +98,7 @@ + diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java index 04f5616f23..b4bff44466 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java @@ -21,9 +21,11 @@ import com.dtstack.flinkx.rdb.type.TypeConverterInterface; import org.apache.commons.lang3.StringUtils; +import java.math.BigDecimal; import java.util.Arrays; import java.util.Collections; import java.util.List; +import java.util.Locale; /** * The type converter for PostgreSQL database @@ -43,6 +45,9 @@ public class PostgresqlTypeConverter implements TypeConverterInterface { private List intTypes = Arrays.asList("int","int2","int4","int8"); + protected static List STRING_TYPES = Arrays.asList("CHAR", "VARCHAR","TINYBLOB","TINYTEXT","BLOB","TEXT", "MEDIUMBLOB", "MEDIUMTEXT", "LONGBLOB", "LONGTEXT"); + + @Override public Object convert(Object data,String typeName) { if (data == null){ @@ -53,6 +58,10 @@ public Object convert(Object data,String typeName) { return dataValue; } if(StringUtils.isBlank(dataValue)){ + //如果是string类型 还应该返回空字符串而不是null + if(STRING_TYPES.contains(typeName.toUpperCase(Locale.ENGLISH))){ + return dataValue; + } return null; } if(doubleTypes.contains(typeName)){ @@ -65,7 +74,10 @@ public Object convert(Object data,String typeName) { }else if(byteTypes.contains(typeName)){ data = Byte.valueOf(dataValue); } else if(intTypes.contains(typeName)){ - data = Integer.parseInt(dataValue); + if(dataValue.contains(".")){ + dataValue = new BigDecimal(dataValue).stripTrailingZeros().toPlainString(); + } + data = Long.parseLong(dataValue); } return data; diff --git a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml index 3ea22aa8be..296ca62033 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-reader/pom.xml @@ -94,6 +94,7 @@ + diff --git a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/reader/PostgresqlQuerySqlBuilder.java b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/reader/PostgresqlQuerySqlBuilder.java index 6868aeb8e4..ad07571d4f 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/reader/PostgresqlQuerySqlBuilder.java +++ b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/reader/PostgresqlQuerySqlBuilder.java @@ -19,6 +19,7 @@ import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; import com.dtstack.flinkx.rdb.datareader.QuerySqlBuilder; +import com.dtstack.flinkx.rdb.util.DbUtil; import org.apache.commons.lang3.StringUtils; import java.util.List; @@ -37,7 +38,7 @@ public PostgresqlQuerySqlBuilder(JdbcDataReader reader){ @Override protected String buildQuerySql(){ - List selectColumns = buildSelectColumns(databaseInterface, metaColumns); + List selectColumns = DbUtil.buildSelectColumns(databaseInterface, metaColumns); boolean splitWithRowNum = addRowNumColumn(databaseInterface, selectColumns, isSplitByKey, splitKey); StringBuilder sb = new StringBuilder(); diff --git a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml index 3f7039e64b..5a64580055 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/pom.xml +++ b/flinkx-postgresql/flinkx-postgresql-writer/pom.xml @@ -93,6 +93,7 @@ + diff --git a/flinkx-postgresql/flinkx-postgresql-writer/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlOutputFormat.java b/flinkx-postgresql/flinkx-postgresql-writer/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlOutputFormat.java index 203be225f2..0ced5ac9bb 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlOutputFormat.java +++ b/flinkx-postgresql/flinkx-postgresql-writer/src/main/java/com/dtstack/flinkx/postgresql/format/PostgresqlOutputFormat.java @@ -20,6 +20,7 @@ import com.dtstack.flinkx.enums.EWriteMode; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormat; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.types.Row; import org.postgresql.copy.CopyManager; import org.postgresql.core.BaseConnection; @@ -46,6 +47,8 @@ public class PostgresqlOutputFormat extends JdbcOutputFormat { private static final String LINE_DELIMITER = "\n"; + private boolean isCopyMode = false; + /** * now just add ext insert mode:copy */ @@ -63,7 +66,8 @@ protected PreparedStatement prepareTemplates() throws SQLException { } //check is use copy mode for insert - if (EWriteMode.INSERT.name().equalsIgnoreCase(mode) && checkIsCopyMode(insertSqlMode)) { + isCopyMode = checkIsCopyMode(insertSqlMode); + if (EWriteMode.INSERT.name().equalsIgnoreCase(mode) && isCopyMode) { copyManager = new CopyManager((BaseConnection) dbConn); copySql = String.format(COPY_SQL_TEMPL, table, String.join(",", column), DEFAULT_FIELD_DELIM, DEFAULT_NULL_DELIM); return null; @@ -72,27 +76,10 @@ protected PreparedStatement prepareTemplates() throws SQLException { return super.prepareTemplates(); } - @Override - protected void openInternal(int taskNumber, int numTasks){ - super.openInternal(taskNumber, numTasks); - try { - if (batchInterval > 1) { - dbConn.setAutoCommit(false); - } - } catch (Exception e) { - LOG.warn("", e); - } - } - @Override protected void writeSingleRecordInternal(Row row) throws WriteRecordException { - if(!checkIsCopyMode(insertSqlMode)){ - if (batchInterval == 1) { - super.writeSingleRecordInternal(row); - } else { - writeSingleRecordCommit(row); - } - + if(!isCopyMode){ + super.writeSingleRecordInternal(row); return; } @@ -106,17 +93,23 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { if(rowData==null){ sb.append(DEFAULT_NULL_DELIM); }else{ - String data = String.valueOf(rowData); - if(data.contains("\\")){ - data= data.replaceAll("\\\\","\\\\\\\\"); - } - sb.append(data); + sb.append(rowData); } if(index != lastIndex){ sb.append(DEFAULT_FIELD_DELIM); } } String rowVal = sb.toString(); + if(rowVal.contains("\\")){ + rowVal= rowVal.replaceAll("\\\\","\\\\\\\\"); + } + if(rowVal.contains("\r")){ + rowVal= rowVal.replaceAll("\r","\\\\r"); + } + + if(rowVal.contains("\n")){ + rowVal= rowVal.replaceAll("\n","\\\\n"); + } ByteArrayInputStream bi = new ByteArrayInputStream(rowVal.getBytes(StandardCharsets.UTF_8)); copyManager.copyIn(copySql, bi); } catch (Exception e) { @@ -124,54 +117,41 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { } } - private void writeSingleRecordCommit(Row row) throws WriteRecordException { - try { - super.writeSingleRecordInternal(row); - try { - dbConn.commit(); - } catch (Exception e) { - // 提交失败直接结束任务 - throw new RuntimeException(e); - } - } catch (WriteRecordException e) { - try { - dbConn.rollback(); - } catch (Exception e1) { - // 回滚失败直接结束任务 - throw new RuntimeException(e); - } - - throw e; - } - } - @Override protected void writeMultipleRecordsInternal() throws Exception { - if(!checkIsCopyMode(insertSqlMode)){ - writeMultipleRecordsCommit(); + if(!isCopyMode){ + super.writeMultipleRecordsInternal(); return; } StringBuilder sb = new StringBuilder(128); for (Row row : rows) { int lastIndex = row.getArity() - 1; + StringBuilder tempBuilder = new StringBuilder(128); for (int index =0; index < row.getArity(); index++) { Object rowData = getField(row, index); if(rowData==null){ - sb.append(DEFAULT_NULL_DELIM); + tempBuilder.append(DEFAULT_NULL_DELIM); }else{ - String data = String.valueOf(rowData); - if(data.contains("\\")){ - data= data.replaceAll("\\\\","\\\\\\\\"); - } - sb.append(data); + tempBuilder.append(rowData); } if(index != lastIndex){ - sb.append(DEFAULT_FIELD_DELIM); + tempBuilder.append(DEFAULT_FIELD_DELIM); } } + // \r \n \ 等特殊字符串需要转义 + String tempData = tempBuilder.toString(); + if(tempData.contains("\\")){ + tempData= tempData.replaceAll("\\\\","\\\\\\\\"); + } + if(tempData.contains("\r")){ + tempData= tempData.replaceAll("\r","\\\\r"); + } - sb.append(LINE_DELIMITER); + if(tempData.contains("\n")){ + tempData= tempData.replaceAll("\n","\\\\n"); + } + sb.append(tempData).append(LINE_DELIMITER); } String rowVal = sb.toString(); @@ -183,16 +163,6 @@ protected void writeMultipleRecordsInternal() throws Exception { } } - private void writeMultipleRecordsCommit() throws Exception { - try { - super.writeMultipleRecordsInternal(); - dbConn.commit(); - } catch (Exception e){ - dbConn.rollback(); - throw e; - } - } - @Override protected Object getField(Row row, int index) { Object field = super.getField(row, index); @@ -202,8 +172,13 @@ protected Object getField(Row row, int index) { return field; } + /** + * 判断是否为copy模式 + * @param insertMode + * @return + */ private boolean checkIsCopyMode(String insertMode){ - if(insertMode == null || insertMode.length() == 0){ + if(StringUtils.isBlank(insertMode)){ return false; } @@ -213,6 +188,4 @@ private boolean checkIsCopyMode(String insertMode){ return true; } - - } diff --git a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml index 44a622ca75..49ec0fab1d 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/pom.xml +++ b/flinkx-pulsar/flinkx-pulsar-writer/pom.xml @@ -1,6 +1,6 @@ - flinkx-pulsar diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/Constants.java similarity index 96% rename from flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java rename to flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/Constants.java index 28cd09eaad..029ac9ecc8 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/Constants.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/Constants.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.pulsar.writer; +package com.dtstack.flinkx.pulsar.format; /** * @author: pierre diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/PulsarOutputFormat.java similarity index 91% rename from flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java rename to flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/PulsarOutputFormat.java index fdfab032da..efbc945c7b 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormat.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/PulsarOutputFormat.java @@ -15,18 +15,19 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.pulsar.writer; +package com.dtstack.flinkx.pulsar.format; +import com.dtstack.flinkx.decoder.JsonDecoder; import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; -import com.dtstack.flinkx.pulsar.writer.decoder.JsonDecoder; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.MapUtil; import org.apache.flink.types.Row; +import org.apache.flink.util.StringUtils; import org.apache.pulsar.client.api.AuthenticationFactory; import org.apache.pulsar.client.api.Producer; import org.apache.pulsar.client.api.PulsarClient; import org.apache.pulsar.client.api.Schema; -import org.codehaus.jackson.map.ObjectMapper; import java.io.IOException; import java.util.Collections; @@ -49,7 +50,6 @@ public class PulsarOutputFormat extends BaseRichOutputFormat { protected List tableFields; protected static JsonDecoder jsonDecoder = new JsonDecoder(); - protected static ObjectMapper objectMapper = new ObjectMapper(); @Override protected void openInternal(int taskNumber, int numTasks) throws IOException { @@ -81,7 +81,7 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { if (tableFields != null && tableFields.size() >= arity) { map = new LinkedHashMap<>((arity << 2) / 3); for (int i = 0; i < arity; i++) { - map.put(tableFields.get(i), org.apache.flink.util.StringUtils.arrayAwareToString(row.getField(i))); + map.put(tableFields.get(i), StringUtils.arrayAwareToString(row.getField(i))); } } else { if (arity == 1) { @@ -105,7 +105,7 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { } protected void emit(Map event) throws IOException { - producer.send(objectMapper.writeValueAsString(event)); + producer.send(MapUtil.writeValueAsString(event)); } @Override diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/PulsarOutputFormatBuilder.java similarity index 97% rename from flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java rename to flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/PulsarOutputFormatBuilder.java index c6e35cc79c..c2ed5acf97 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarOutputFormatBuilder.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/format/PulsarOutputFormatBuilder.java @@ -15,7 +15,7 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package com.dtstack.flinkx.pulsar.writer; +package com.dtstack.flinkx.pulsar.format; import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java index 2068128992..dc09d6fb7a 100644 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java +++ b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/PulsarWriter.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.pulsar.writer; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.pulsar.format.PulsarOutputFormatBuilder; import com.dtstack.flinkx.writer.BaseDataWriter; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; @@ -26,7 +27,7 @@ import java.util.List; import java.util.Map; -import static com.dtstack.flinkx.pulsar.writer.Constants.*; +import static com.dtstack.flinkx.pulsar.format.Constants.*; /** diff --git a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/JsonDecoder.java b/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/JsonDecoder.java deleted file mode 100644 index 5efc3cf298..0000000000 --- a/flinkx-pulsar/flinkx-pulsar-writer/src/main/java/com/dtstack/flinkx/pulsar/writer/decoder/JsonDecoder.java +++ /dev/null @@ -1,54 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.pulsar.writer.decoder; - -import org.codehaus.jackson.map.ObjectMapper; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.util.Collections; -import java.util.Map; - -/** - * Date: 2019/11/21 - * Company: www.dtstack.com - * - * @author tudou - */ -public class JsonDecoder implements IDecode { - private static Logger LOG = LoggerFactory.getLogger(JsonDecoder.class); - - private static ObjectMapper objectMapper = new ObjectMapper(); - - private static final String KEY_MESSAGE = "message"; - - @Override - @SuppressWarnings("unchecked") - public Map decode(final String message) { - try { - Map event = objectMapper.readValue(message, Map.class); - if (!event.containsKey(KEY_MESSAGE)) { - event.put(KEY_MESSAGE, message); - } - return event; - } catch (Exception e) { - LOG.error(e.getMessage()); - return Collections.singletonMap(KEY_MESSAGE, message); - } - } -} diff --git a/flinkx-rdb/flinkx-rdb-core/pom.xml b/flinkx-rdb/flinkx-rdb-core/pom.xml index 189de1ac45..36a9305c05 100644 --- a/flinkx-rdb/flinkx-rdb-core/pom.xml +++ b/flinkx-rdb/flinkx-rdb-core/pom.xml @@ -31,6 +31,7 @@ + diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java index 891a60533d..1c5ea0d024 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.rdb.util; import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.rdb.DatabaseInterface; import com.dtstack.flinkx.rdb.ParameterValuesProvider; import com.dtstack.flinkx.reader.MetaColumn; import com.dtstack.flinkx.util.ClassUtil; @@ -40,6 +41,7 @@ import java.sql.Statement; import java.util.ArrayList; import java.util.HashMap; +import java.util.LinkedHashMap; import java.util.List; import java.util.Map; import java.util.regex.Pattern; @@ -191,6 +193,8 @@ public static void closeDbResources(ResultSet rs, Statement stmt, Connection con try { if(commit){ commit(conn); + }else { + rollBack(conn); } conn.close(); @@ -206,7 +210,7 @@ public static void closeDbResources(ResultSet rs, Statement stmt, Connection con */ public static void commit(Connection conn){ try { - if (!conn.isClosed() && !conn.getAutoCommit()){ + if (null != conn && !conn.isClosed() && !conn.getAutoCommit()){ conn.commit(); } } catch (SQLException e){ @@ -214,6 +218,20 @@ public static void commit(Connection conn){ } } + /** + * 手动回滚事物 + * @param conn Connection + */ + public static void rollBack(Connection conn){ + try { + if (null != conn && !conn.isClosed() && !conn.getAutoCommit()){ + conn.rollback(); + } + } catch (SQLException e){ + LOG.warn("rollBack error:{}", ExceptionUtil.getErrorMessage(e)); + } + } + /** * 批量执行sql * @param dbConn Connection @@ -266,18 +284,23 @@ public static List analyzeColumnType(ResultSet resultSet, List nameTypeMap = new HashMap<>((rd.getColumnCount() << 2) / 3); + Map nameTypeMap = new LinkedHashMap<>((rd.getColumnCount() << 2) / 3); for(int i = 0; i < rd.getColumnCount(); ++i) { nameTypeMap.put(rd.getColumnName(i+1),rd.getColumnTypeName(i+1)); } - for (MetaColumn metaColumn : metaColumns) { - if(metaColumn.getValue() != null){ - columnTypeList.add("VARCHAR"); - } else { - columnTypeList.add(nameTypeMap.get(metaColumn.getName())); + if (ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName())){ + columnTypeList.addAll(nameTypeMap.values()); + }else{ + for (MetaColumn metaColumn : metaColumns) { + if(metaColumn.getValue() != null){ + columnTypeList.add("VARCHAR"); + } else { + columnTypeList.add(nameTypeMap.get(metaColumn.getName())); + } } } + } catch (SQLException e) { String message = String.format("error to analyzeSchema, resultSet = %s, columnTypeList = %s, e = %s", resultSet, @@ -408,4 +431,27 @@ public static String formatJdbcUrl(String dbUrl, Map extParamMap) return sb.toString(); } + + /** + * 构造select字段list + * @param databaseInterface + * @param metaColumns + * @return + */ + public static List buildSelectColumns(DatabaseInterface databaseInterface, List metaColumns){ + List selectColumns = new ArrayList<>(); + if(metaColumns.size() == 1 && ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName())){ + selectColumns.add(ConstantValue.STAR_SYMBOL); + } else { + for (MetaColumn metaColumn : metaColumns) { + if (metaColumn.getValue() != null){ + selectColumns.add(databaseInterface.quoteValue(metaColumn.getValue(),metaColumn.getName())); + } else { + selectColumns.add(databaseInterface.quoteColumn(metaColumn.getName())); + } + } + } + + return selectColumns; + } } \ No newline at end of file diff --git a/flinkx-rdb/flinkx-rdb-reader/pom.xml b/flinkx-rdb/flinkx-rdb-reader/pom.xml index ecd46d3def..1bd6ff5a5d 100644 --- a/flinkx-rdb/flinkx-rdb-reader/pom.xml +++ b/flinkx-rdb/flinkx-rdb-reader/pom.xml @@ -40,6 +40,7 @@ + diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/JdbcConfigKeys.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/JdbcConfigKeys.java index e11716d894..00919f7e0a 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/JdbcConfigKeys.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/JdbcConfigKeys.java @@ -53,4 +53,6 @@ public class JdbcConfigKeys { public static final String KEY_POLLING = "polling"; public static final String KEY_POLLING_INTERVAL = "pollingInterval"; + + public static final String KEY_PROPERTIES = "properties"; } diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/JdbcDataReader.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/JdbcDataReader.java index ebf962474a..7eb7fc27cf 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/JdbcDataReader.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/JdbcDataReader.java @@ -34,6 +34,7 @@ import org.apache.flink.types.Row; import java.util.List; +import java.util.Properties; import java.util.Objects; /** @@ -47,6 +48,8 @@ public class JdbcDataReader extends BaseDataReader { protected String username; protected String password; protected String dbUrl; + protected Properties properties; + protected String table; protected String where; @@ -77,6 +80,7 @@ public JdbcDataReader(DataTransferConfig config, StreamExecutionEnvironment env) splitKey = readerConfig.getParameter().getStringVal(JdbcConfigKeys.KEY_SPLIK_KEY); customSql = readerConfig.getParameter().getStringVal(JdbcConfigKeys.KEY_CUSTOM_SQL,null); orderByColumn = readerConfig.getParameter().getStringVal(JdbcConfigKeys.KEY_ORDER_BY_COLUMN,null); + properties = readerConfig.getParameter().getProperties(JdbcConfigKeys.KEY_PROPERTIES, null); buildIncrementConfig(readerConfig); } @@ -101,6 +105,7 @@ public DataStream readData() { builder.setSplitKey(splitKey); builder.setNumPartitions(numPartitions); builder.setCustomSql(customSql); + builder.setProperties(properties); builder.setRestoreConfig(restoreConfig); builder.setHadoopConfig(hadoopConfig); builder.setTestConfig(testConfig); diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/QuerySqlBuilder.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/QuerySqlBuilder.java index 31ecf742bb..e82cf3e6b2 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/QuerySqlBuilder.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.datareader/QuerySqlBuilder.java @@ -21,10 +21,10 @@ import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.rdb.DatabaseInterface; +import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.reader.MetaColumn; import org.apache.commons.lang3.StringUtils; -import java.util.ArrayList; import java.util.List; /** @@ -92,7 +92,7 @@ public String buildSql(){ } protected String buildQuerySql(){ - List selectColumns = buildSelectColumns(databaseInterface, metaColumns); + List selectColumns = DbUtil.buildSelectColumns(databaseInterface, metaColumns); boolean splitWithRowNum = addRowNumColumn(databaseInterface, selectColumns, isSplitByKey, splitKey); StringBuilder sb = new StringBuilder(); @@ -170,23 +170,6 @@ protected String buildQuerySqlWithCustomSql(){ return querySql.toString(); } - protected static List buildSelectColumns(DatabaseInterface databaseInterface, List metaColumns){ - List selectColumns = new ArrayList<>(); - if(metaColumns.size() == 1 && ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName())){ - selectColumns.add(ConstantValue.STAR_SYMBOL); - } else { - for (MetaColumn metaColumn : metaColumns) { - if (metaColumn.getValue() != null){ - selectColumns.add(databaseInterface.quoteValue(metaColumn.getValue(),metaColumn.getName())); - } else { - selectColumns.add(databaseInterface.quoteColumn(metaColumn.getName())); - } - } - } - - return selectColumns; - } - protected static boolean addRowNumColumn(DatabaseInterface databaseInterface, List selectColumns, boolean isSplitByKey,String splitKey){ if(!isSplitByKey || !splitKey.contains(ConstantValue.LEFT_PARENTHESIS_SYMBOL)){ return false; diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index ee2468b017..d4b91d450d 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -32,6 +32,7 @@ import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.FileSystemUtil; import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.RetryUtil; import com.dtstack.flinkx.util.StringUtil; import com.dtstack.flinkx.util.UrlUtil; import com.fasterxml.jackson.databind.ObjectMapper; @@ -49,6 +50,7 @@ import java.math.BigInteger; import java.sql.Connection; import java.sql.Date; +import java.sql.DriverManager; import java.sql.PreparedStatement; import java.sql.ResultSet; import java.sql.SQLException; @@ -57,6 +59,7 @@ import java.util.HashMap; import java.util.List; import java.util.Map; +import java.util.Properties; import java.util.concurrent.TimeUnit; /** @@ -68,54 +71,53 @@ */ public class JdbcInputFormat extends BaseRichInputFormat { - protected static final long serialVersionUID = 1L; - - protected static int resultSetType = ResultSet.TYPE_FORWARD_ONLY; - protected static final int resultSetConcurrency = ResultSet.CONCUR_READ_ONLY; - - protected DatabaseInterface databaseInterface; - - protected String table; - protected String queryTemplate; - protected String customSql; - protected String querySql; - - protected String splitKey; - protected int fetchSize; - protected int queryTimeOut; - protected IncrementConfig incrementConfig; - - protected String username; - protected String password; - protected String driverName; - protected String dbUrl; - protected transient Connection dbConn; - protected transient Statement statement; - protected transient PreparedStatement ps; - protected transient ResultSet resultSet; - protected boolean hasNext; - - - protected List metaColumns; - protected List columnTypeList; - protected int columnCount; - protected MetaColumn restoreColumn; - protected Row lastRow = null; + public static final long serialVersionUID = 1L; + public static final int resultSetConcurrency = ResultSet.CONCUR_READ_ONLY; + public static int resultSetType = ResultSet.TYPE_FORWARD_ONLY; + public DatabaseInterface databaseInterface; + + public String table; + public String queryTemplate; + public String customSql; + public String querySql; + + public String splitKey; + public int fetchSize; + public int queryTimeOut; + public IncrementConfig incrementConfig; + + public String username; + public String password; + public String driverName; + public String dbUrl; + public Properties properties; + public transient Connection dbConn; + public transient Statement statement; + public transient PreparedStatement ps; + public transient ResultSet resultSet; + public boolean hasNext; + + + public List metaColumns; + public List columnTypeList; + public int columnCount; + public MetaColumn restoreColumn; + public Row lastRow = null; //for postgre - protected TypeConverterInterface typeConverter; + public TypeConverterInterface typeConverter; - protected int numPartitions; + public int numPartitions; - protected StringAccumulator maxValueAccumulator; - protected BigIntegerMaximum endLocationAccumulator; - protected BigIntegerMaximum startLocationAccumulator; + public StringAccumulator maxValueAccumulator; + public BigIntegerMaximum endLocationAccumulator; + public BigIntegerMaximum startLocationAccumulator; //轮询增量标识字段类型 - protected ColumnType type; + public ColumnType type; //The hadoop config for metric - protected Map hadoopConfig; + public Map hadoopConfig; @Override public void openInputFormat() throws IOException { @@ -145,7 +147,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { querySql = buildQuerySql(inputSplit); try { executeQuery(((JdbcInputSplit) inputSplit).getStartLocation()); - columnCount = resultSet.getMetaData().getColumnCount(); + if(!resultSet.isClosed()){ + columnCount = resultSet.getMetaData().getColumnCount(); + } } catch (SQLException se) { throw new IllegalArgumentException("open() failed." + se.getMessage(), se); } @@ -170,7 +174,7 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) { } @Override - public boolean reachedEnd() { + public boolean reachedEnd() throws IOException{ if (hasNext) { return false; } else { @@ -211,6 +215,7 @@ public boolean reachedEnd() { @Override public Row nextRecordInternal(Row row) throws IOException { try { + updateColumnCount(); if (!ConstantValue.STAR_SYMBOL.equals(metaColumns.get(0).getName())) { for (int i = 0; i < columnCount; i++) { Object val = row.getField(i); @@ -305,6 +310,11 @@ protected void initMetric(InputSplit inputSplit) { //endLocation设置为数据库中查询的最大值 String endLocation = ((JdbcInputSplit) inputSplit).getEndLocation(); endLocationAccumulator.add(new BigInteger(StringUtil.stringToTimestampStr(endLocation, type))); + }else{ + //增量任务，且useMaxFunc设置为false，如果startLocation不为空，则将endLocation初始值设置为startLocation的值，防止数据库无增量数据时下次获取到的startLocation为空 + if (StringUtils.isNotEmpty(startLocation)) { + endLocationAccumulator.add(new BigInteger(startLocation)); + } } //将累加器信息添加至prometheus @@ -370,7 +380,7 @@ private String getMaxValueFromDb() { LOG.info(String.format("Query max value sql is '%s'", queryMaxValueSql)); - conn = DbUtil.getConnection(dbUrl, username, password); + conn = getConnection(); st = conn.createStatement(resultSetType, resultSetConcurrency); rs = st.executeQuery(queryMaxValueSql); if (rs.next()) { @@ -742,7 +752,11 @@ protected void queryForPolling(String startLocation) throws SQLException { ps.setDate(1, date); break; default: - ps.setString(1, startLocation); + if(isNumber){ + ps.setLong(1, Long.parseLong(startLocation)); + }else { + ps.setString(1, startLocation); + } } resultSet = ps.executeQuery(); hasNext = resultSet.next(); @@ -802,6 +816,8 @@ private void queryStartLocation() throws SQLException{ //执行到此处代表轮询任务startLocation为空，且数据库中无数据，此时需要查询增量字段的最小值 ps.setFetchDirection(ResultSet.FETCH_FORWARD); resultSet.close(); + //如果事务不提交 就会导致数据库即使插入数据 也无法读到数据 + dbConn.commit(); resultSet = ps.executeQuery(); hasNext = resultSet.next(); //每隔五分钟打印一次，(当前时间 - 任务开始时间) % 300秒 <= 一个间隔轮询周期 @@ -832,10 +848,9 @@ private void queryStartLocation() throws SQLException{ /** * 获取数据库连接，用于子类覆盖 * @return connection - * @throws SQLException */ protected Connection getConnection() throws SQLException { - return DbUtil.getConnection(dbUrl, username, password); + return RetryUtil.executeWithRetry(() -> DriverManager.getConnection(dbUrl, username, password), 3, 2000,false); } /** @@ -870,4 +885,19 @@ protected void checkSize(int columnCount, List metaColumns) { throw new RuntimeException(message); } } + + /** + * 兼容db2 在间隔轮训场景 且第一次读取时没有任何数据 + * 在openInternal方法调用时 由于数据库没有数据，db2会自动关闭resultSet，因此只有在间隔轮训中某次读取到数据之后，进行更新columnCount + * @throws SQLException + */ + private void updateColumnCount() throws SQLException { + if(columnCount == 0){ + columnCount =resultSet.getMetaData().getColumnCount(); + boolean splitWithRowCol = numPartitions > 1 && StringUtils.isNotEmpty(splitKey) && splitKey.contains("("); + if (splitWithRowCol) { + columnCount = columnCount - 1; + } + } + } } \ No newline at end of file diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java index ae788328f2..b9e85760c2 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormatBuilder.java @@ -28,6 +28,7 @@ import java.util.List; import java.util.Map; +import java.util.Properties; /** * The builder of JdbcInputFormat @@ -99,6 +100,10 @@ public void setCustomSql(String customSql){ format.customSql = customSql; } + public void setProperties(Properties properties){ + format.properties = properties; + } + public void setHadoopConfig(Map dirtyHadoopConfig) { format.hadoopConfig = dirtyHadoopConfig; } diff --git a/flinkx-rdb/flinkx-rdb-writer/pom.xml b/flinkx-rdb/flinkx-rdb-writer/pom.xml index d4c61d86f9..87cdb442d3 100644 --- a/flinkx-rdb/flinkx-rdb-writer/pom.xml +++ b/flinkx-rdb/flinkx-rdb-writer/pom.xml @@ -40,6 +40,7 @@ + diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcConfigKeys.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcConfigKeys.java index dd027a9b46..30e1afeef4 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcConfigKeys.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcConfigKeys.java @@ -35,4 +35,5 @@ public class JdbcConfigKeys { public static final String KEY_UPDATE_KEY = "updateKey"; public static final String KEY_FULL_COLUMN = "fullColumn"; public static final String KEY_INSERT_SQL_MODE = "insertSqlMode"; + public static final String KEY_PROPERTIES = "properties"; } diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java index a07eb3473c..0780f2c928 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com.dtstack.flinkx.rdb.datawriter/JdbcDataWriter.java @@ -31,6 +31,7 @@ import java.util.List; import java.util.Map; +import java.util.Properties; import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_BATCH_SIZE; import static com.dtstack.flinkx.rdb.datawriter.JdbcConfigKeys.KEY_FULL_COLUMN; @@ -63,6 +64,7 @@ public class JdbcDataWriter extends BaseDataWriter { protected Map> updateKey; protected List fullColumn; protected TypeConverterInterface typeConverter; + protected Properties properties; /** * just for postgresql,use copy replace insert @@ -100,6 +102,7 @@ public JdbcDataWriter(DataTransferConfig config) { fullColumn = (List) writerConfig.getParameter().getVal(KEY_FULL_COLUMN); insertSqlMode = writerConfig.getParameter().getStringVal(KEY_INSERT_SQL_MODE); + properties = writerConfig.getParameter().getProperties(JdbcConfigKeys.KEY_PROPERTIES, null); } @Override @@ -127,6 +130,7 @@ public DataStreamSink writeData(DataStream dataSet) { builder.setTypeConverter(typeConverter); builder.setRestoreConfig(restoreConfig); builder.setInsertSqlMode(insertSqlMode); + builder.setProperties(properties); return createOutput(dataSet, builder.finish()); } diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java index 47ab767ef3..8d94f93bc6 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java @@ -27,7 +27,8 @@ import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ClassUtil; import com.dtstack.flinkx.util.DateUtil; -import com.google.gson.Gson; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang.ObjectUtils; import org.apache.commons.lang.StringUtils; @@ -46,6 +47,7 @@ import java.util.HashMap; import java.util.List; import java.util.Map; +import java.util.Properties; /** * OutputFormat for writing data to relational database. @@ -102,6 +104,13 @@ public class JdbcOutputFormat extends BaseRichOutputFormat { protected long rowsOfCurrentTransaction; + public Properties properties; + + /** + * schema名 + */ + public String schema; + protected final static String GET_INDEX_SQL = "SELECT " + "t.INDEX_NAME," + "t.COLUMN_NAME " + @@ -143,17 +152,16 @@ protected void openInternal(int taskNumber, int numTasks){ ClassUtil.forName(driverName, getClass().getClassLoader()); dbConn = DbUtil.getConnection(dbUrl, username, password); - if (restoreConfig.isRestore()){ - dbConn.setAutoCommit(false); - } + //默认关闭事务自动提交，手动控制事务 + dbConn.setAutoCommit(false); if(CollectionUtils.isEmpty(fullColumn)) { - fullColumn = probeFullColumns(table, dbConn); + fullColumn = probeFullColumns(getTable(), dbConn); } if (!EWriteMode.INSERT.name().equalsIgnoreCase(mode)){ if(updateKey == null || updateKey.size() == 0) { - updateKey = probePrimaryKeys(table, dbConn); + updateKey = probePrimaryKeys(getTable(), dbConn); } } @@ -176,6 +184,8 @@ protected void openInternal(int taskNumber, int numTasks){ LOG.info("subTask[{}}] wait finished", taskNumber); } catch (SQLException sqe) { throw new IllegalArgumentException("open() failed.", sqe); + }finally { + DbUtil.commit(dbConn); } } @@ -210,17 +220,13 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { int index = 0; try { for (; index < row.getArity(); index++) { - Object object = row.getField(index); - if( object instanceof String && StringUtils.isBlank((String) object)){ - if(!STRING_TYPES.contains(columnType.get(index))){ - object = null; - } - } - preparedStatement.setObject(index+1, object); + preparedStatement.setObject(index+1, getField(row, index)); } preparedStatement.execute(); + DbUtil.commit(dbConn); } catch (Exception e) { + DbUtil.rollBack(dbConn); processWriteException(e, index, row); } } @@ -233,7 +239,9 @@ protected void processWriteException(Exception e, int index, Row row) throws Wri } if(index < row.getArity()) { - throw new WriteRecordException(recordConvertDetailErrorMessage(index, row), e, index, row); + String message = recordConvertDetailErrorMessage(index, row); + LOG.error(message, e); + throw new WriteRecordException(message, e, index, row); } throw new WriteRecordException(e.getMessage(), e); } @@ -248,13 +256,7 @@ protected void writeMultipleRecordsInternal() throws Exception { try { for (Row row : rows) { for (int index = 0; index < row.getArity(); index++) { - Object object = row.getField(index); - if( object instanceof String && StringUtils.isBlank((String) object)){ - if(!STRING_TYPES.contains(columnType.get(index))){ - object = null; - } - } - preparedStatement.setObject(index+1, object); + preparedStatement.setObject(index+1, getField(row, index)); } preparedStatement.addBatch(); @@ -272,15 +274,22 @@ protected void writeMultipleRecordsInternal() throws Exception { if(restoreConfig.isRestore()){ rowsOfCurrentTransaction += rows.size(); + }else{ + //手动提交事务 + DbUtil.commit(dbConn); } + preparedStatement.clearBatch(); } catch (Exception e){ - if (restoreConfig.isRestore()){ - LOG.warn("writeMultipleRecordsInternal:Start rollback"); - dbConn.rollback(); - LOG.warn("writeMultipleRecordsInternal:Rollback success"); - } - + LOG.warn("write Multiple Records error, row size = {}, first row = {}, e = {}", + rows.size(), + rows.size() > 0 ? GsonUtil.GSON.toJson(rows.get(0)) : "null", + ExceptionUtil.getErrorMessage(e)); + LOG.warn("error to writeMultipleRecords, start to rollback connection, e = {}", ExceptionUtil.getErrorMessage(e)); + DbUtil.rollBack(dbConn); throw e; + }finally { + //执行完后清空batch + preparedStatement.clearBatch(); } } @@ -302,7 +311,9 @@ public FormatState getFormatState(){ }else{ preparedStatement.executeBatch(); } + //若事务提交失败，抛出异常 dbConn.commit(); + preparedStatement.clearBatch(); LOG.info("getFormatState:Commit connection success"); snapshotWriteCounter.add(rowsOfCurrentTransaction); @@ -320,7 +331,10 @@ public FormatState getFormatState(){ return null; } catch (Exception e){ try { + //执行完后清空batch + preparedStatement.clearBatch(); LOG.warn("getFormatState:Start rollback"); + //若事务回滚失败，抛出异常 dbConn.rollback(); LOG.warn("getFormatState:Rollback success"); } catch (SQLException sqlE){ @@ -331,9 +345,23 @@ public FormatState getFormatState(){ } } + /** + * 获取转换后的字段value + * @param row + * @param index + * @return + */ protected Object getField(Row row, int index) { Object field = row.getField(index); String type = columnType.get(index); + + //field为空字符串，且写入目标类型不为字符串类型的字段，则将object设置为null + if(field instanceof String + && StringUtils.isBlank((String) field) + &&!STRING_TYPES.contains(type)){ + return null; + } + if(type.matches(DateUtil.DATE_REGEX)) { field = DateUtil.columnToDate(field,null); } else if(type.matches(DateUtil.DATETIME_REGEX) || type.matches(DateUtil.TIMESTAMP_REGEX)){ @@ -403,8 +431,8 @@ protected boolean needWaitBeforeWriteRecords() { @Override protected void beforeWriteRecords() { + // preSql if(taskNumber == 0) { - LOG.info("start to execute preSql, preSql = {}", new Gson().toJson(preSql)); DbUtil.executeBatch(dbConn, preSql); } } @@ -416,11 +444,21 @@ protected boolean needWaitBeforeCloseInternal() { @Override protected void beforeCloseInternal() { - // 执行postsql + // 执行postSql if(taskNumber == 0) { - LOG.info("start to execute postSql, postSql = {}", new Gson().toJson(postSql)); DbUtil.executeBatch(dbConn, postSql); } } + /** + * 获取table名称，如果table是schema.table格式，可重写此方法 只返回table + * @return + */ + protected String getTable(){ + return table; + } + + public void setSchema(String schema){ + this.schema = schema; + } } diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormatBuilder.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormatBuilder.java index fe4cf0e302..8b969e7026 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormatBuilder.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormatBuilder.java @@ -17,12 +17,18 @@ */ package com.dtstack.flinkx.rdb.outputformat; +import com.dtstack.flinkx.enums.EWriteMode; import com.dtstack.flinkx.rdb.DatabaseInterface; import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; import com.dtstack.flinkx.rdb.type.TypeConverterInterface; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.collections.MapUtils; +import java.util.HashSet; import java.util.List; import java.util.Map; +import java.util.Set; +import java.util.Properties; /** * @Company: www.dtstack.com @@ -68,6 +74,10 @@ public void setDatabaseInterface(DatabaseInterface databaseInterface) { format.databaseInterface = databaseInterface; } + public void setProperties(Properties properties){ + format.properties = properties; + } + public void setMode(String mode) { format.mode = mode; } @@ -92,6 +102,12 @@ public void setInsertSqlMode(String insertSqlMode){ format.insertSqlMode = insertSqlMode; } + + public void setSchema(String schema){ + format.setSchema(schema); + } + + @Override protected void checkFormat() { if (format.username == null) { diff --git a/flinkx-redis/flinkx-redis-writer/pom.xml b/flinkx-redis/flinkx-redis-writer/pom.xml index 44be362663..725c3a1df3 100644 --- a/flinkx-redis/flinkx-redis-writer/pom.xml +++ b/flinkx-redis/flinkx-redis-writer/pom.xml @@ -87,6 +87,7 @@ + diff --git a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java index 2fc85d1fd3..80a6c6e878 100644 --- a/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java +++ b/flinkx-redis/flinkx-redis-writer/src/main/java/com/dtstack/flinkx/redis/writer/RedisOutputFormat.java @@ -84,7 +84,9 @@ public void configure(Configuration parameters) { Properties properties = new Properties(); properties.put(KEY_HOST_PORT,hostPort); - properties.put(KEY_PASSWORD,password); + if(StringUtils.isNotBlank(password)){ + properties.put(KEY_PASSWORD,password); + } properties.put(KEY_TIMEOUT,timeout); properties.put(KEY_DB,database); diff --git a/flinkx-restapi/flinkx-restapi-core/pom.xml b/flinkx-restapi/flinkx-restapi-core/pom.xml index 742c77488d..359dc9293d 100644 --- a/flinkx-restapi/flinkx-restapi-core/pom.xml +++ b/flinkx-restapi/flinkx-restapi-core/pom.xml @@ -16,5 +16,11 @@ httpclient ${http.version} + + + com.github.pfmiles + dropincc.java + 0.2.2 + \ No newline at end of file diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantParam.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantParam.java new file mode 100644 index 0000000000..787b6bf43b --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantParam.java @@ -0,0 +1,112 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import org.apache.commons.lang3.StringUtils; + +import java.sql.Date; +import java.time.LocalDateTime; +import java.time.ZoneId; +import java.time.format.DateTimeFormatter; +import java.util.Objects; + +/** + * ConstantParan + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public class ConstantParam implements ParamDefinition { + + private final String name; + + private final ParamType paramType; + + private final Class valueClass; + + protected Object value; + + private final String description; + + private String formatDescription; + + private final DateTimeFormatter format; + + public ConstantParam(String name, ParamType paramType, Class valueClass, Object value, String description, String format) { + this.name = name; + this.paramType = paramType; + this.valueClass = valueClass; + this.description = description; + this.value = value; + this.formatDescription = format; + if (StringUtils.isNotBlank(format)) { + this.format = DateTimeFormatter.ofPattern(format); + } else { + this.format = null; + } + + } + + @Override + public String getName() { + return name; + } + + @Override + public ParamType getType() { + return paramType; + } + + @Override + public Object getValue() { + return value; + } + + @Override + public String getValueType() { + return "valueClass"; + } + + + @Override + public String getDescription() { + return description; + } + + @Override + public String getFormat() { + return formatDescription; + } + + @Override + public Object format(Object data) { + if (Objects.isNull(format) || Objects.isNull(data)) { + return data; + } + if (getValueType().equals(Date.class)) { + Date value1 = (Date) data; + LocalDateTime ldt = value1.toInstant() + .atZone(ZoneId.systemDefault()) + .toLocalDateTime(); + return format.format(ldt); + } + return null; + } + + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantVarible.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantVarible.java new file mode 100644 index 0000000000..6cafee83d4 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantVarible.java @@ -0,0 +1,22 @@ +package com.dtstack.flinkx.restapi.common; + +public class ConstantVarible implements Paramitem { + private final T object; + private final String name; + + public ConstantVarible(T object, String name) { + this.object = object; + this.name = name; + } + + @Override + public T getValue(RestContext restContext) { + return object; + } + + @Override + public String getName() { + return name; + } + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/CurrentTimeVarible.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/CurrentTimeVarible.java new file mode 100644 index 0000000000..36267d991d --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/CurrentTimeVarible.java @@ -0,0 +1,43 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import java.util.Date; + +/** + * CurrentTimeVarible + * + * @author by dujie@dtstack.com + * @Date 2020/9/28 + */ +public class CurrentTimeVarible implements Paramitem { + + public CurrentTimeVarible() { + + } + + @Override + public Date getValue(RestContext restContext) { + return new Date(); + } + + @Override + public String getName() { + return "currenttime"; + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/DymaticParam.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/DymaticParam.java new file mode 100644 index 0000000000..49deeadc21 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/DymaticParam.java @@ -0,0 +1,260 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import com.github.pfmiles.dropincc.*; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.StringUtils; +import org.apache.commons.lang3.math.NumberUtils; + +import java.math.BigDecimal; +import java.sql.Timestamp; +import java.util.*; +import java.util.concurrent.atomic.AtomicReference; + +/** + * DymaticParam + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public class DymaticParam extends ConstantParam implements ParamDefinitionNextAble { + + private RestContext restContext; + + private final List dymaticNowString; + private final List dymaticNextString; + + + private final String initValueExpression; + private final String nextValueExpression; + + private Exe exe = getExe(); + + + public DymaticParam(String name, ParamType paramType, Class valueClass, String nowValue, String nextValue, String description, String format, RestContext context) { + super(name, paramType, valueClass, null, description, format); + // nowvalue一定是存在的 + initValueExpression = nowValue; + + dymaticNowString = ParamFactory.getVarible(nowValue); + + if (StringUtils.isBlank(nextValue)) { + dymaticNextString = dymaticNowString; + nextValueExpression = initValueExpression; + } else { + dymaticNextString = ParamFactory.getVarible(nextValue); + nextValueExpression = nextValue; + } + this.restContext = context; + } + + @Override + public Object getValue() { + return getDymaticValue(dymaticNowString, initValueExpression); + } + + /** + * 字符串解析为后缀表达式 + * `如何判断是动态变量 + * 如何判断是符合后缀表达式的 + * 后缀表达式计算 + * + * @return + */ + @Override + public Object getNextValue() { + return getDymaticValue(dymaticNextString, nextValueExpression); + } + + //判断是否是运算符 + public boolean isOperator(String oper) { + return oper.equals("+") || oper.equals("-") || oper.equals("*") || oper.equals("/"); + } + + //计算 如何变量1 2 只要有一个是字符串 那么就直接拼接 或者为null 为null 2+2+ + public int calculation(int num1, int num2, String oper) { + switch (oper) { + case "+": + return num2 + num1; + case "-": + return num2 - num1; + case "*": + return num2 * num1; + case "/": + return num2 / num1; + default: + return 0; + } + } + + public int operationLv(char operation) {//给运算符设置优先级 + switch (operation) { + case '+': + case '-': + return 1; + case '*': + case '/': + return 2; + case '(': + case ')': + return 3; + default: + return 0; + } + } + + + @Override + public void init() { + + } + + public Exe getExe() { + Lang c = new Lang("Calculator"); + Grule expr = c.newGrule(); + c.defineGrule(expr, CC.EOF).action(new Action() { + public BigDecimal act(Object matched) { + return new BigDecimal(((Object[]) matched)[0].toString()); + } + }); + TokenDef a = c.newToken("\\+"); + Grule addend = c.newGrule(); + expr.define(addend, CC.ks(a.or("\\-"), addend)).action(new Action() { + public BigDecimal act(Object matched) { + Object[] ms = (Object[]) matched; + BigDecimal a0 = (BigDecimal) ms[0]; + Object[] aPairs = (Object[]) ms[1]; + for (Object p : aPairs) { + String op = (String) ((Object[]) p)[0]; + BigDecimal a = (BigDecimal) ((Object[]) p)[1]; + if ("+".equals(op)) { + a0 = a.add(a0); + } else { + a0 = a0.subtract(a); + } + } + return a0; + } + }); + TokenDef m = c.newToken("\\*"); + Grule factor = c.newGrule(); + addend.define(factor, CC.ks(m.or("/"), factor)).action(new Action() { + public BigDecimal act(Object matched) { + Object[] ms = (Object[]) matched; + BigDecimal f0 = (BigDecimal) ms[0]; + Object[] fPairs = (Object[]) ms[1]; + for (Object p : fPairs) { + String op = (String) ((Object[]) p)[0]; + BigDecimal f = (BigDecimal) ((Object[]) p)[1]; + if ("*".equals(op)) { + f0 = f0.multiply(f); + } else { + f0 = f0.divide(f, BigDecimal.ROUND_HALF_UP, 3); + } + } + return f0; + } + }); + factor.define("\\(^[\\-]", expr, "\\)").action(new Action() { + public BigDecimal act(Object matched) { + return (BigDecimal) ((Object[]) matched)[1]; + } + }).alt("\\(\\-\\d+(\\.\\d+)?\\)|\\d+(\\.\\d+)?").action(new Action() { + public BigDecimal act(Object matched) { + if( matched.toString().startsWith("(") && matched.toString().endsWith(")")){ + return new BigDecimal(matched.toString().substring(1,matched.toString().length()-1)); + }else{ + return new BigDecimal(matched.toString()); + } + + } + }); + Exe exe = c.compile(); + return exe; + } + + private Object getDymaticValue(List dymaticString, String expression) { + if (CollectionUtils.isEmpty(dymaticString)) { + return expression; + } + Map tempReplaceValue = new HashMap<>(16); + AtomicReference tempExpression = new AtomicReference<>(expression); + Object tempValue; + dymaticString.forEach(k -> { + Object value = k.getValue(restContext); + tempReplaceValue.put(escapeExprSpecialWord("${" + k.getName() + "}"), value); + }); + tempReplaceValue.forEach((k, v) -> { + if(Objects.isNull(v)){ + tempExpression.set(tempExpression.get().replaceFirst(k, 0+"")); + }else if (NumberUtils.isNumber(v.toString())) { + tempExpression.set(tempExpression.get().replaceFirst(k, v.toString())); + } else if (v instanceof Date) { + tempExpression.set(tempExpression.get().replaceFirst(k, ((Date) v).getTime() + "")); + } + if (v instanceof java.sql.Date) { + tempExpression.set(tempExpression.get().replaceFirst(k, ((java.sql.Date) v).getTime() + "")); + } + if (v instanceof Timestamp) { + tempExpression.set(tempExpression.get().replaceFirst(k, ((Timestamp) v).getTime() + "")); + } + }); + + + try { + tempValue = exe.eval(tempExpression.get()); + } catch (Exception e) { + tempReplaceValue.forEach((k, v) -> { + if(Objects.isNull(v)){ + tempExpression.set(tempExpression.get().replaceFirst(k, "")); + }else if (NumberUtils.isNumber(v.toString())) { + tempExpression.set(tempExpression.get().replaceFirst(k, v.toString())); + } else if (v instanceof Date) { + tempExpression.set(tempExpression.get().replaceFirst(k, ((Date) v).toString() + "")); + } + if (v instanceof java.sql.Date) { + tempExpression.set(tempExpression.get().replaceFirst(k, ((java.sql.Date) v).toString() + "")); + } + if (v instanceof Timestamp) { + tempExpression.set(tempExpression.get().replaceFirst(k, ((Timestamp) v).toString() + "")); + } + }); + tempValue = initValueExpression; + } + restContext.updateValue(getType().name().toLowerCase(Locale.ENGLISH) + "." + getName(), tempValue); + return tempValue; + } + /** + * 转义正则特殊字符 （$()*+.[]?\^{},|） + * + * @param keyword + * @return + */ + public static String escapeExprSpecialWord(String keyword) { + if (StringUtils.isNotBlank(keyword)) { + String[] fbsArr = { "\\", "$", "(", ")", "*", "+", ".", "[", "]", "?", "^", "{", "}", "|" }; + for (String key : fbsArr) { + if (keyword.contains(key)) { + keyword = keyword.replace(key, "\\" + key); + } + } + } + return keyword; + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java index c975283507..8b7b9b1b23 100644 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java @@ -92,7 +92,7 @@ public static HttpRequestBase getRequest(String method, post.setEntity(getEntityData(requestBody)); request = post; } else { - throw new RuntimeException("Unsupported method:" + method); + throw new UnsupportedOperationException("Unsupported method:" + method); } for (Map.Entry entry : header.entrySet()) { diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/InnerVaribleFactory.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/InnerVaribleFactory.java new file mode 100644 index 0000000000..62102263ea --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/InnerVaribleFactory.java @@ -0,0 +1,53 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import java.util.HashMap; +import java.util.Map; + +/** + * InnerVaribleFactory + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public class InnerVaribleFactory { + + private static Map InnerVaribles; + + static { + InnerVaribles = new HashMap<>(18); + InnerVaribles.put("uuid", new UuidVarible()); + InnerVaribles.put("currenttime", new CurrentTimeVarible()); + + } + + public static Paramitem createInnerVarible(String name) { + return InnerVaribles.get(name); + } + + public static boolean isInnerVariable(String name) { + return InnerVaribles.containsKey(name); + } + + + public static void addVarible(String name,Paramitem paramitem) { + InnerVaribles.put(name,paramitem); + } + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/IntervalTimeVarible.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/IntervalTimeVarible.java new file mode 100644 index 0000000000..8adc73ab6f --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/IntervalTimeVarible.java @@ -0,0 +1,43 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +/** + * CurrentTimeVarible + * + * @author by dujie@dtstack.com + * @Date 2020/9/28 + */ +public class IntervalTimeVarible implements Paramitem { + + private final Long intervalTime; + + public IntervalTimeVarible(Long intervalTime) { + this.intervalTime = intervalTime; + } + + @Override + public Long getValue(RestContext restContext) { + return intervalTime; + } + + @Override + public String getName() { + return "intervalTime"; + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MapUtils.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MapUtils.java new file mode 100644 index 0000000000..c1bdfc5b13 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MapUtils.java @@ -0,0 +1,37 @@ +package com.dtstack.flinkx.restapi.common; + +import com.dtstack.flinkx.util.GsonUtil; + +import java.util.Map; +import java.util.Objects; + +public class MapUtils { + + + public static Object getData(Map data, String[] names) { + Map tempHashMap = data; + for (int i = 0; i < names.length; i++) { + if (tempHashMap.containsKey(names[i]) && i != names.length - 1) { + if (Objects.isNull(tempHashMap.get(names[i]))) { + return null; + } + if (tempHashMap.get(names[i]) instanceof Map) { + tempHashMap = (Map) tempHashMap.get(names[i]); + } else if (tempHashMap.get(names[i]) instanceof String) { + try { + tempHashMap = GsonUtil.GSON.fromJson((String) tempHashMap.get(names[i]), GsonUtil.gsonMapTypeToken); + } catch (Exception e) { + return null; + } + } else { + return null; + } + } else if (i == names.length - 1) { + return tempHashMap.get(names[i]); + } else { + return null; + } + } + return null; + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinition.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinition.java new file mode 100644 index 0000000000..0439ca70db --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinition.java @@ -0,0 +1,56 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +/** + * ParamDefinition + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public interface ParamDefinition { + + /** + * key + * + * @return + */ + String getName(); + + ParamType getType(); + + Object getValue(); + + String getValueType(); + + /** + * 用户定义的json + * + * @return + */ + String getDescription(); + + String getFormat(); + + Object format(Object data); + + + default void init(){ + + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinitionNextAble.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinitionNextAble.java new file mode 100644 index 0000000000..b51b828176 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinitionNextAble.java @@ -0,0 +1,31 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import java.util.List; + +/** + * DymaticParam + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public interface ParamDefinitionNextAble extends ParamDefinition { + + Object getNextValue(); +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamFactory.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamFactory.java new file mode 100644 index 0000000000..d7f8f902a5 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamFactory.java @@ -0,0 +1,105 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang3.StringUtils; + +import java.util.*; +import java.util.regex.Matcher; +import java.util.regex.Pattern; + +/** + * ParamFactory + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public class ParamFactory { + + public static Pattern valueExpression = + Pattern.compile("(?(\\$\\{(.*?)\\}))"); + + public static List createDefinition(ParamType paramType, Map> variableDescriptions, RestContext context) { + + //2 如果是动态变量 还需要解析为后缀表达式 + //先用一个正则 将动态变量拿出来 参数拿出来 + if (variableDescriptions == null || variableDescriptions.isEmpty()) { + return Collections.emptyList(); + } + List data = new ArrayList<>(variableDescriptions.size()); + + Iterator>> iterator = variableDescriptions.entrySet().iterator(); + while (iterator.hasNext()) { + Map.Entry> entry = iterator.next(); + String name = entry.getKey(); + Map entryValue = entry.getValue(); + String value = entryValue.get("value"); + String next = entryValue.get("next"); + String format = entryValue.get("format"); + String type = entryValue.get("type"); + + + //1 含有next 2 value里含有动态函数 isDymatic(); + //valueItems + //nextItems 如果不是空 或者 直接返回动态的 + if (isDymatic(value) || StringUtils.isNotBlank(next)) { + DymaticParam dymaticParam = new DymaticParam(name, paramType, null, value, next, variableDescriptions.toString(), format, context); + data.add(dymaticParam); + } else { + data.add(new ConstantParam(name, paramType, null, value, variableDescriptions.toString(), format)); + } + } + return data; + } + + + public static List getVarible(String text) { + List valueItems = new ArrayList<>(16); + Matcher matcher = valueExpression.matcher(text); + while (matcher.find()) { + String varible = matcher.group("varible"); + valueItems.add(parsr(varible)); + } + if (CollectionUtils.isEmpty(valueItems)) { + return Collections.emptyList(); + } + return valueItems; + } + + public static boolean isDymatic(String text) { + return valueExpression.matcher(text).find(); + } + + + public static Paramitem parsr(String value) { + + if (value.startsWith("${") && value.endsWith("}")) { + String substring = value.substring(2, value.length() - 1); + if (substring.startsWith("body.") || substring.startsWith("param.") || substring.startsWith("header.") || substring.startsWith("response.")) { + return new ReplaceParamItem(substring); + } else if (InnerVaribleFactory.isInnerVariable(substring)) { + return InnerVaribleFactory.createInnerVarible(substring); + } else { + return new ConstantVarible(value, value); + } + } else { + return new ConstantVarible(value, value); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamType.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamType.java new file mode 100644 index 0000000000..8f0d25c26b --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamType.java @@ -0,0 +1,32 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +/** + * ParamType + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public enum ParamType { + + HEADER, + BODY, + PARAM, + RESPONSE; +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/Paramitem.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/Paramitem.java new file mode 100644 index 0000000000..7c2b4b7a81 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/Paramitem.java @@ -0,0 +1,31 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +/** + * Paramitem + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public interface Paramitem { + T getValue(RestContext restContext); + + String getName(); + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ReplaceParamItem.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ReplaceParamItem.java new file mode 100644 index 0000000000..1d5062a758 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ReplaceParamItem.java @@ -0,0 +1,48 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import java.util.Collections; +import java.util.Locale; +import java.util.Optional; + +/** + * ReplaceParamItem + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public class ReplaceParamItem implements Paramitem { + private final String name; + + public ReplaceParamItem(String name) { + this.name=name; + } + + @Override + public Object getValue(RestContext restContext) { + return restContext.getValue(name); + } + + @Override + public String getName() { + return name; + } + + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestContext.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestContext.java new file mode 100644 index 0000000000..b1b0373c4e --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestContext.java @@ -0,0 +1,188 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import java.util.*; +import java.util.function.Function; +import java.util.stream.Collectors; + +/** + * RestContext + * + * @author by dujie@dtstack.com + * @Date 2020/9/26 + */ +public class RestContext { + + private String requestType; + + private String url; + + private String format; + + private boolean first; + + private ThreadLocal> setThreadLocal = new ThreadLocal<>(); + + private Map prevRequestValue = new HashMap<>(16); + + private Map requestValue; + + private Map> paramDefinitions; + + private Object object = new Object(); + + public RestContext(String requestType,String url,String format) { + this.requestType =requestType; + this.url =url; + this.requestValue = new HashMap<>(32); + this.paramDefinitions = new HashMap<>(32); + this.first = true; + this.format=format; + } + + public void updateValue(){ + prevRequestValue = requestValue; + requestValue=new HashMap<>(requestValue.size()); + } + + public Map getPreValue() { + return requestValue; + } + + + public httprequestApi.Httprequest build() { + // 根据当前value计算出httprequest + httprequestApi.Httprequest httprequest = new httprequestApi.Httprequest(); + + Map body = new HashMap<>(16); + Map header = new HashMap<>(16); + Map param = new HashMap<>(16); + if (first) { + paramDefinitions.get(ParamType.BODY).forEach((k, v) -> { + body.put(k, v.getValue()); + }); + + paramDefinitions.get(ParamType.HEADER).forEach((k, v) -> { + header.put(k, v.getValue().toString()); + }); + + paramDefinitions.get(ParamType.PARAM).forEach((k, v) -> { + param.put(k, v.getValue()); + }); + first = false; + } else { + paramDefinitions.get(ParamType.BODY).forEach((k, v) -> { + if (v instanceof ParamDefinitionNextAble) { + body.put(k, ((ParamDefinitionNextAble) v).getNextValue()); + } else { + body.put(k, v.getValue()); + } + }); + + paramDefinitions.get(ParamType.HEADER).forEach((k, v) -> { + if (v instanceof ParamDefinitionNextAble) { + header.put(k, ((ParamDefinitionNextAble) v).getNextValue().toString()); + } else { + header.put(k, v.getValue().toString()); + } + }); + + paramDefinitions.get(ParamType.PARAM).forEach((k, v) -> { + if (v instanceof ParamDefinitionNextAble) { + param.put(k, ((ParamDefinitionNextAble) v).getNextValue()); + } else { + param.put(k, v.getValue()); + } + }); + } + httprequest.buildBody(body).buildHeader(header).buildParam(param); + return httprequest; + } + + public httprequestApi.Httprequest buildNext() { + // 计算下一次的请求 但是不会更新preValue值 + return null; + } + + public void parseAndInt(Map> job, ParamType paramType) { + paramDefinitions.put(paramType, ParamFactory.createDefinition(paramType, job, this).stream().collect(Collectors.toMap(ParamDefinition::getName, Function.identity()))); + } + + + + protected void updateValue(String key, Object value) { + requestValue.put(key, value); + } + + private Object getValueQuick(String key) { + return prevRequestValue.get(key); + } + + protected Object getValue(String key) { + if (setThreadLocal.get() == null) { + setThreadLocal.set(new HashSet<>(paramDefinitions.size() * 8)); + } + if (setThreadLocal.get().contains(key)) { + throw new RuntimeException("循环依赖"); + } + setThreadLocal.get().add(key); + Object data = getValueQuick(key); + if (Objects.isNull(data) && first) { + String[] s = key.split("\\."); + ParamType paramType = ParamType.valueOf(s[0].toUpperCase(Locale.ENGLISH)); + if (Objects.isNull(paramDefinitions.get(paramType))) { + data = null; + } else { + ParamDefinition definition = paramDefinitions.get(paramType).get(s[1]); + //没查到对应的动态变量 + if (Objects.isNull(definition)) { + prevRequestValue.put(key, object); + } else { + Object value = definition.getValue(); + data=value; + prevRequestValue.put(key,value ); + } + } + } + setThreadLocal.get().remove(key); + + if (data == object) { + data = null; + } + return data; + } + //循环依赖使用有向图判断 + + public Map> getParamDefinitions() { + return paramDefinitions; + } + + public String getRequestType() { + return requestType; + } + + public String getUrl() { + return url; + } + + public String getFormat() { + return format; + } + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/UuidVarible.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/UuidVarible.java new file mode 100644 index 0000000000..3fd1be6283 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/UuidVarible.java @@ -0,0 +1,21 @@ +package com.dtstack.flinkx.restapi.common; + +import java.util.UUID; + +public class UuidVarible implements Paramitem { + + + public UuidVarible() { + } + + @Override + public String getValue(RestContext restContext) { + return UUID.randomUUID().toString(); + } + + @Override + public String getName() { + return "currentTime"; + } + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ReadRecordException.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ReadRecordException.java new file mode 100644 index 0000000000..cbb9c9cc4e --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ReadRecordException.java @@ -0,0 +1,10 @@ +package com.dtstack.flinkx.restapi.common.exception; + +public class ReadRecordException extends RuntimeException { + public ReadRecordException() { + } + + public ReadRecordException(String message) { + super(message); + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseBreakException.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseBreakException.java new file mode 100644 index 0000000000..bd780a05b9 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseBreakException.java @@ -0,0 +1,22 @@ +package com.dtstack.flinkx.restapi.common.exception; + +public class ResponseBreakException extends RuntimeException{ + public ResponseBreakException() { + } + + public ResponseBreakException(String message) { + super(message); + } + + public ResponseBreakException(String message, Throwable cause) { + super(message, cause); + } + + public ResponseBreakException(Throwable cause) { + super(cause); + } + + public ResponseBreakException(String message, Throwable cause, boolean enableSuppression, boolean writableStackTrace) { + super(message, cause, enableSuppression, writableStackTrace); + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseRetryException.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseRetryException.java new file mode 100644 index 0000000000..19ca560944 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseRetryException.java @@ -0,0 +1,22 @@ +package com.dtstack.flinkx.restapi.common.exception; + +public class ResponseRetryException extends RuntimeException { + public ResponseRetryException() { + } + + public ResponseRetryException(String message) { + super(message); + } + + public ResponseRetryException(String message, Throwable cause) { + super(message, cause); + } + + public ResponseRetryException(Throwable cause) { + super(cause); + } + + public ResponseRetryException(String message, Throwable cause, boolean enableSuppression, boolean writableStackTrace) { + super(message, cause, enableSuppression, writableStackTrace); + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/BreakDataHandler.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/BreakDataHandler.java new file mode 100644 index 0000000000..1b61b82756 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/BreakDataHandler.java @@ -0,0 +1,26 @@ +package com.dtstack.flinkx.restapi.common.handler; + +import com.dtstack.flinkx.restapi.common.MapUtils; +import com.dtstack.flinkx.restapi.common.exception.ResponseBreakException; +import com.dtstack.flinkx.restapi.common.exception.ResponseRetryException; + +import java.util.Map; +import java.util.Set; + +public class BreakDataHandler extends DataHandler { + + public BreakDataHandler(String key, Set value) { + super(key, value); + } + + @Override + public void execute(Map responseData) { + String[] strings = new String[0]; + strings[0] = key; + Object data = MapUtils.getData(responseData, strings); + if (value.contains(data.toString())) { + throw new ResponseBreakException("key:"+key+" contains"+data.toString()+" ,need break"); + } + + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandler.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandler.java new file mode 100644 index 0000000000..fe0a4cf643 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandler.java @@ -0,0 +1,23 @@ +package com.dtstack.flinkx.restapi.common.handler; + +import java.util.Map; +import java.util.Set; + +public abstract class DataHandler { + + protected String key; + + protected Set value; + + public DataHandler(String key, Set value) { + this.key = key; + this.value = value; + } + + public boolean isPipei(Map responseData) { + return responseData.containsKey(key) && value.contains(responseData.get(key).toString()); + } + + public abstract void execute(Map responseData); + +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandlerFactory.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandlerFactory.java new file mode 100644 index 0000000000..94b94b9ca1 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandlerFactory.java @@ -0,0 +1,29 @@ +package com.dtstack.flinkx.restapi.common.handler; + +import org.apache.commons.lang.StringUtils; + +import java.util.HashMap; +import java.util.Map; + +public class DataHandlerFactory { + + + private static HashMap handlerHashMap = new HashMap<>(16); + + static { + + } + + public static DataHandler getDataHandler(Map dataHandlerParam) { + if (StringUtils.isNotBlank(dataHandlerParam.get("key").toString())) { + return handlerHashMap.get(dataHandlerParam.get("key").toString()); + }else{ + throw new IllegalArgumentException("dataHandler key not allow blank"); + } + } + + public static void destroy() { + //gc + handlerHashMap = null; + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/RetryDataHandler.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/RetryDataHandler.java new file mode 100644 index 0000000000..2ae704a97c --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/RetryDataHandler.java @@ -0,0 +1,24 @@ +package com.dtstack.flinkx.restapi.common.handler; + +import com.dtstack.flinkx.restapi.common.MapUtils; +import com.dtstack.flinkx.restapi.common.exception.ResponseRetryException; + +import java.util.Map; +import java.util.Set; + +public class RetryDataHandler extends DataHandler { + + public RetryDataHandler(String key, Set value) { + super(key, value); + } + + @Override + public void execute(Map responseData) { + String[] strings = new String[0]; + strings[0] = key; + Object data = MapUtils.getData(responseData, strings); + if (value.contains(data.toString())) { + throw new ResponseRetryException("key:"+key+" contains"+data.toString()+" ,need retry"); + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/httprequestApi.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/httprequestApi.java new file mode 100644 index 0000000000..69e203c660 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/httprequestApi.java @@ -0,0 +1,76 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.common; + +import java.util.Map; + +/** + * httprequestApi + * + * @author by dujie@dtstack.com + * @Date 2020/9/25 + */ +public abstract class httprequestApi { + + abstract R execute(); + + + abstract void getHttpRequest(); + + public static class Httprequest { + private Map body; + private Map param; + private Map header; + + public Httprequest buildBody(Map body) { + this.body = body; + return this; + } + + public Httprequest buildParam(Map param) { + this.param = param; + return this; + } + + public Httprequest buildHeader(Map header) { + this.header = header; + return this; + } + + @Override + public String toString() { + return "Httprequest{" + + "body:" + body + + ", param:" + param + + ", header:" + header + + '}'; + } + + public Map getBody() { + return body; + } + + public Map getParam() { + return param; + } + + public Map getHeader() { + return header; + } + } +} diff --git a/flinkx-restapi/flinkx-restapi-reader/pom.xml b/flinkx-restapi/flinkx-restapi-reader/pom.xml index f4d8801a9d..151b903e3f 100644 --- a/flinkx-restapi/flinkx-restapi-reader/pom.xml +++ b/flinkx-restapi/flinkx-restapi-reader/pom.xml @@ -87,6 +87,7 @@ + diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java new file mode 100644 index 0000000000..a3cc581dd5 --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java @@ -0,0 +1,194 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.inputformat; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.restapi.common.HttpUtil; +import com.dtstack.flinkx.restapi.common.MapUtils; +import com.dtstack.flinkx.restapi.common.RestContext; +import com.dtstack.flinkx.restapi.common.exception.ReadRecordException; +import com.dtstack.flinkx.restapi.common.exception.ResponseRetryException; +import com.dtstack.flinkx.restapi.common.handler.DataHandler; +import com.dtstack.flinkx.restapi.common.httprequestApi; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; +import org.apache.commons.collections.CollectionUtils; +import org.apache.flink.types.Row; +import org.apache.http.HttpEntity; +import org.apache.http.client.methods.CloseableHttpResponse; +import org.apache.http.client.methods.HttpUriRequest; +import org.apache.http.impl.client.CloseableHttpClient; +import org.apache.http.util.EntityUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.*; +import java.util.concurrent.*; +import java.util.concurrent.atomic.AtomicInteger; + +/** + * httpClient + * + * @author by dujie@dtstack.com + * @Date 2020/9/25 + */ +public class HttpClient { + private static final Logger LOG = LoggerFactory.getLogger(HttpClient.class); + + private ScheduledExecutorService scheduledExecutorService; + protected transient CloseableHttpClient httpClient; + private final long intervalTime; + private BlockingQueue queue; + private RestContext restContext; + private static final String THREAD_NAME = "restApiReader-thread"; + private List metaColumns; + private List handlers; + + + public HttpClient(RestContext restContext, Long intervalTime) { + this.restContext = restContext; + this.intervalTime = intervalTime; + queue = new SynchronousQueue<>(false); + this.scheduledExecutorService = new ScheduledThreadPoolExecutor(1, new ThreadFactory() { + @Override + public Thread newThread(Runnable r) { + return new Thread(r, THREAD_NAME); + } + }); + this.httpClient = HttpUtil.getHttpClient(); + } + + public void start() { + + scheduledExecutorService.scheduleAtFixedRate( + this::execute, + 0, + intervalTime, + TimeUnit.MILLISECONDS + ); + } + + public Row takeEvent() { + Row row = null; + try { + row = queue.take(); + } catch (InterruptedException e) { + LOG.error("takeEvent interrupted error:{}", ExceptionUtil.getErrorMessage(e)); + } + return row; + } + + public void execute() { + httprequestApi.Httprequest build = restContext.build(); + doExecute(build, 2); + restContext.updateValue(); + } + + public void doExecute(httprequestApi.Httprequest build, int retryTime) { + + HttpUriRequest request = HttpUtil.getRequest(restContext.getRequestType(), build.getBody(), build.getHeader(), restContext.getUrl()); + try { + CloseableHttpResponse httpResponse = httpClient.execute(request); + HttpEntity entity = httpResponse.getEntity(); + if (entity != null) { + String entityData = EntityUtils.toString(entity); + if (restContext.getFormat().equals("json")) { + Map map = HttpUtil.gson.fromJson(entityData, Map.class); + + if(CollectionUtils.isNotEmpty(handlers)){ + for (DataHandler handler : handlers) { + if (handler.isPipei(map)) { + handler.execute(map); + } + } + } + + if (CollectionUtils.isEmpty(metaColumns) || (metaColumns.size() == 1 && metaColumns.get(0).getName().equals(ConstantValue.STAR_SYMBOL))) { + queue.put(Row.of(map)); + } else { + HashMap stringObjectHashMap = new HashMap<>(); + for (MetaColumn metaColumn : metaColumns) { + String[] names = metaColumn.getName().split("\\."); + Map keyToMap = initData(stringObjectHashMap, names); + if (Objects.nonNull(keyToMap)) { + Object data = MapUtils.getData(map, names); + keyToMap.put(names[names.length - 1], data); + } + } + queue.put(Row.of(stringObjectHashMap)); + } + } else { + queue.put(Row.of(entityData)); + } + } else { + throw new RuntimeException("entity is null"); + } + } catch (ResponseRetryException e) { + //todo 重试 + if (--retryTime > 0) { + doExecute(build, retryTime); + } + } catch (Exception e) { + //todo 脏数据处理 + throw new ReadRecordException("get entity error"); + } + + } + + public void close() { + HttpUtil.closeClient(httpClient); + scheduledExecutorService.shutdown(); + } + + public Map initData(HashMap data, String[] names) { + Map tempHashMap = data; + for (int i = 0; i < names.length; i++) { + if (i != names.length - 1) { + HashMap objectObjectHashMap = new HashMap(4); + Object value = tempHashMap.putIfAbsent(names[i], objectObjectHashMap); + if(Objects.isNull(value)){ + tempHashMap = objectObjectHashMap; + }else if (value instanceof String) { + try { + Map o = GsonUtil.GSON.fromJson((String) value, GsonUtil.gsonMapTypeToken); + tempHashMap.put(names[i], o); + tempHashMap = o; + } catch (Exception e) { + return null; + } + } else if (value instanceof Map) { + tempHashMap = (Map) value; + } else { + return null; + } + } else { + tempHashMap.put(names[i], null); + } + } + return tempHashMap; + } + + public void setMetaColumns(List metaColumns) { + this.metaColumns = metaColumns; + } + + public void setHandlers(List handlers) { + this.handlers = handlers; + } +} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java index 59c6b535de..d093e35af8 100644 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java @@ -18,18 +18,18 @@ package com.dtstack.flinkx.restapi.inputformat; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; -import com.dtstack.flinkx.restapi.common.HttpUtil; -import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.restapi.common.ParamType; +import com.dtstack.flinkx.restapi.common.RestContext; +import com.dtstack.flinkx.restapi.common.handler.DataHandler; +import com.dtstack.flinkx.restapi.common.handler.DataHandlerFactory; +import com.dtstack.flinkx.restapi.reader.HttpRestConfig; import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; -import org.apache.http.HttpEntity; -import org.apache.http.client.methods.CloseableHttpResponse; -import org.apache.http.client.methods.HttpUriRequest; -import org.apache.http.impl.client.CloseableHttpClient; -import org.apache.http.util.EntityUtils; import java.io.IOException; +import java.util.List; import java.util.Map; /** @@ -38,47 +38,37 @@ */ public class RestapiInputFormat extends BaseRichInputFormat { - protected String url; + protected HttpClient myHttpClient; - protected String method; + protected RestContext restContext; - protected transient CloseableHttpClient httpClient; + protected Long intervalTime; - protected Map header; + protected HttpRestConfig httpRestConfig; - protected Map entityDataToMap; + protected List metaColumns ; - protected boolean getData; + protected List handlers; @Override public void openInputFormat() throws IOException { super.openInputFormat(); - httpClient = HttpUtil.getHttpClient(); } - @Override - public void closeInputFormat() { - HttpUtil.closeClient(httpClient); - } @Override @SuppressWarnings("unchecked") protected void openInternal(InputSplit inputSplit) throws IOException { - HttpUriRequest request = HttpUtil.getRequest(method, header,null, url); - try { - CloseableHttpResponse httpResponse = httpClient.execute(request); - HttpEntity entity = httpResponse.getEntity(); - if (entity != null) { - String entityData = EntityUtils.toString(entity); - entityDataToMap = GsonUtil.GSON.fromJson(entityData, Map.class); - getData = true; - } else { - throw new RuntimeException("entity is null"); - } - } catch (Exception e) { - throw new RuntimeException("get entity error"); - } + restContext = new RestContext(httpRestConfig.getType(),httpRestConfig.getUrl(),httpRestConfig.getFormat()); + myHttpClient = new HttpClient(restContext, intervalTime); + myHttpClient.setMetaColumns(metaColumns); + myHttpClient.setHandlers(handlers); + restContext.parseAndInt(httpRestConfig.getBody(), ParamType.BODY); + restContext.parseAndInt(httpRestConfig.getHeader(), ParamType.HEADER); + restContext.parseAndInt(httpRestConfig.getParam(), ParamType.PARAM); + + myHttpClient.start(); } @Override @@ -92,18 +82,37 @@ protected InputSplit[] createInputSplitsInternal(int minNumSplits) throws Except @Override protected Row nextRecordInternal(Row row) throws IOException { - row = new Row(1); - row.setField(0, entityDataToMap); - getData = false; - return row; + return myHttpClient.takeEvent(); + } @Override protected void closeInternal() throws IOException { + myHttpClient.close(); } @Override public boolean reachedEnd() throws IOException { - return !getData; + return false; + } + + public void setHttpRestConfig(HttpRestConfig httpRestConfig) { + this.httpRestConfig = httpRestConfig; + } + + public void setIntervalTime(Long intervalTime) { + this.intervalTime = intervalTime; + } + + public void setMetaColumns(List metaColumns) { + this.metaColumns = metaColumns; + } + + public List getHandlers() { + return handlers; + } + + public void setHandlers(List handlers) { + this.handlers = handlers; } } diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java index ac636b4038..48c6198715 100644 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java @@ -18,7 +18,12 @@ package com.dtstack.flinkx.restapi.inputformat; import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.restapi.common.handler.DataHandler; +import com.dtstack.flinkx.restapi.reader.HttpRestConfig; +import org.apache.commons.lang3.StringUtils; +import java.util.List; import java.util.Map; /** @@ -28,18 +33,33 @@ public class RestapiInputFormatBuilder extends BaseRichInputFormatBuilder { protected RestapiInputFormat format; - public RestapiInputFormatBuilder(){ super.format = format = new RestapiInputFormat();} - public void setUrl(String url){this.format.url = url;} - public void setHeader(Map header){ this.format.header = header;} - public void setMethod(String method){ this.format.method = method;} + public RestapiInputFormatBuilder() { + super.format = format = new RestapiInputFormat(); + } + + public void setHttpRestConfig(HttpRestConfig httpRestConfig) { + this.format.setHttpRestConfig(httpRestConfig); + } + + public void setIntervalTime(long intervalTime) { + this.format.setIntervalTime(intervalTime); + } + + public void setMetaColumns(List metaColumns) { + this.format.setMetaColumns(metaColumns); + } + + public void setHandlers(List handlers) { + this.format.setHandlers(handlers); + } @Override protected void checkFormat() { - if(format.url.isEmpty()){ + if(StringUtils.isBlank(format.httpRestConfig.getUrl())){ throw new IllegalArgumentException("缺少url"); } - if (format.method.isEmpty()) { + if (StringUtils.isBlank(format.httpRestConfig.getType())) { throw new IllegalArgumentException("缺少method"); } } diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/HttpRestConfig.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/HttpRestConfig.java new file mode 100644 index 0000000000..a7f647e77e --- /dev/null +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/HttpRestConfig.java @@ -0,0 +1,113 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.restapi.reader; + +import java.io.Serializable; +import java.util.List; +import java.util.Map; + +/** + * HttpRestConfig + * + * @author by dujie@dtstack.com + * @Date 2020/9/28 + */ +public class HttpRestConfig implements Serializable { + private String url; + private String type; + private Long intervalTime; + private List columns; + private String format; + private Map> header; + private Map> body; + private Map> param; + protected List handlers; + + + public String getType() { + return type; + } + + public void setType(String type) { + this.type = type; + } + + public List getColumns() { + return columns; + } + + public void setColumns(List columns) { + this.columns = columns; + } + + public Map> getHeader() { + return header; + } + + public void setHeader(Map> header) { + this.header = header; + } + + public Map> getBody() { + return body; + } + + public void setBody(Map> body) { + this.body = body; + } + + public Map> getParam() { + return param; + } + + public void setParam(Map> param) { + this.param = param; + } + + public Long getIntervalTime() { + return intervalTime; + } + + public void setIntervalTime(Long intervalTime) { + this.intervalTime = intervalTime; + } + + public String getFormat() { + return format; + } + + public void setFormat(String format) { + this.format = format; + } + + public String getUrl() { + return url; + } + + public void setUrl(String url) { + this.url = url; + } + + public List getHandlers() { + return handlers; + } + + public void setHandlers(List handlers) { + this.handlers = handlers; + } +} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java index d5bc81c8de..be5b719ef9 100644 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java @@ -20,13 +20,18 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.reader.BaseDataReader; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.restapi.common.InnerVaribleFactory; +import com.dtstack.flinkx.restapi.common.IntervalTimeVarible; +import com.dtstack.flinkx.restapi.common.handler.DataHandlerFactory; import com.dtstack.flinkx.restapi.inputformat.RestapiInputFormatBuilder; -import com.google.common.collect.Maps; +import org.apache.commons.collections.CollectionUtils; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; import java.util.ArrayList; +import java.util.List; import java.util.Map; /** @@ -35,36 +40,52 @@ */ public class RestapiReader extends BaseDataReader { - private String url; + private HttpRestConfig httpRestConfig; - private String method; + private List metaColumns; - private Map header = Maps.newHashMap(); + protected Long intervalTime; - private ArrayList> temp; + protected List handlers; @SuppressWarnings("unchecked") public RestapiReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); - url = readerConfig.getParameter().getStringVal("url"); - method = readerConfig.getParameter().getStringVal("method"); - temp = (ArrayList>) readerConfig.getParameter().getVal("header"); - if (temp != null) { - for (Map map : temp) { - header.putAll(map); + try { + this.httpRestConfig = objectMapper.readValue(objectMapper.writeValueAsString(readerConfig.getParameter().getAll()), HttpRestConfig.class); + } catch (Exception e) { + throw new RuntimeException("解析httpRest Config配置出错:", e); + } + metaColumns = MetaColumn.getMetaColumns(readerConfig.getParameter().getColumn()); + List handlers = httpRestConfig.getHandlers(); + if (CollectionUtils.isNotEmpty(handlers)) { + handlers = new ArrayList(handlers.size() * 2); + for (Object handlerParam : handlers) { + try { + handlers.add(DataHandlerFactory.getDataHandler((Map) handlerParam)); + } catch (Exception e) { + throw new IllegalArgumentException("dataHandler param error" + httpRestConfig.getHandlers()); + } } + DataHandlerFactory.destroy(); } + + InnerVaribleFactory.addVarible("intervalTime", new IntervalTimeVarible(httpRestConfig.getIntervalTime())); + intervalTime = httpRestConfig.getIntervalTime(); + } @Override public DataStream readData() { RestapiInputFormatBuilder builder = new RestapiInputFormatBuilder(); builder.setDataTransferConfig(dataTransferConfig); - builder.setHeader(header); - builder.setMethod(method); - builder.setUrl(url); + builder.setIntervalTime(intervalTime); + builder.setMetaColumns(metaColumns); + builder.setHandlers(handlers); + builder.setHttpRestConfig(httpRestConfig); + return createInput(builder.finish()); } diff --git a/flinkx-restapi/flinkx-restapi-writer/pom.xml b/flinkx-restapi/flinkx-restapi-writer/pom.xml index 4ffe9cd76e..723c37691b 100644 --- a/flinkx-restapi/flinkx-restapi-writer/pom.xml +++ b/flinkx-restapi/flinkx-restapi-writer/pom.xml @@ -87,6 +87,7 @@ + diff --git a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java index 95665df334..543727261f 100644 --- a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java +++ b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/outputformat/RestapiOutputFormat.java @@ -20,10 +20,6 @@ import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.restapi.common.HttpUtil; -import com.dtstack.flinkx.util.GsonUtil; -import com.google.common.collect.Maps; -import org.apache.flink.types.Row; -import org.apache.http.HttpStatus; import com.dtstack.flinkx.util.ExceptionUtil; import com.google.common.collect.Maps; import com.google.gson.Gson; @@ -63,7 +59,7 @@ public class RestapiOutputFormat extends BaseRichOutputFormat { protected Map header; - protected static final int DEFAULT_TIME_OUT = 1800000; + protected static final int DEFAULT_TIME_OUT = 300000; protected Gson gson; @@ -79,9 +75,9 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { CloseableHttpClient httpClient = HttpUtil.getHttpClient(); int index = 0; Map requestBody = Maps.newHashMap(); - Object dataRow; + List dataRow = new ArrayList<>(); try { - dataRow = getDataFromRow(row, column); + dataRow.add(getDataFromRow(row, column)); params.put(KEY_BATCH, UUID.randomUUID().toString().substring(0, 8)); if (!params.isEmpty()) { Iterator iterator = params.entrySet().iterator(); @@ -160,8 +156,12 @@ private void sendRequest(CloseableHttpClient httpClient, Map header, String url) throws IOException { LOG.debug("send data:{}", gson.toJson(requestBody)); - LOG.debug("当前发送的数据为:{}", GsonUtil.GSON.toJson(requestBody)); HttpRequestBase request = HttpUtil.getRequest(method, requestBody, header, url); + //设置请求和传输超时时间 + RequestConfig requestConfig = RequestConfig.custom() + .setConnectTimeout(DEFAULT_TIME_OUT).setConnectionRequestTimeout(DEFAULT_TIME_OUT) + .setSocketTimeout(DEFAULT_TIME_OUT).build(); + request.setConfig(requestConfig); CloseableHttpResponse httpResponse = httpClient.execute(request); // 重试之后返回状态码不为200 if (httpResponse.getStatusLine().getStatusCode() != HttpStatus.SC_OK) { diff --git a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java index f050abb1b9..b4c589fb5d 100644 --- a/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java +++ b/flinkx-restapi/flinkx-restapi-writer/src/main/java/com/dtstack/flinkx/restapi/writer/RestapiWriter.java @@ -97,6 +97,9 @@ public DataStreamSink writeData(DataStream dataSet) { builder.setColumn(column); builder.setParams(params); builder.setBatchInterval(batchInterval); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); return createOutput(dataSet, builder.finish()); } diff --git a/flinkx-saphana/flinkx-saphana-reader/pom.xml b/flinkx-saphana/flinkx-saphana-reader/pom.xml index c095c9df02..7c68672a0a 100644 --- a/flinkx-saphana/flinkx-saphana-reader/pom.xml +++ b/flinkx-saphana/flinkx-saphana-reader/pom.xml @@ -89,6 +89,7 @@ + diff --git a/flinkx-saphana/flinkx-saphana-writer/pom.xml b/flinkx-saphana/flinkx-saphana-writer/pom.xml index 3a733bae57..db4debcc3e 100644 --- a/flinkx-saphana/flinkx-saphana-writer/pom.xml +++ b/flinkx-saphana/flinkx-saphana-writer/pom.xml @@ -89,6 +89,7 @@ + diff --git a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml index d0bd44a29d..a826c51267 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-reader/pom.xml @@ -93,6 +93,7 @@ + diff --git a/flinkx-sqlserver/flinkx-sqlserver-reader/src/main/java/com/dtstack/flinkx/sqlserver/reader/SqlserverQuerySqlBuilder.java b/flinkx-sqlserver/flinkx-sqlserver-reader/src/main/java/com/dtstack/flinkx/sqlserver/reader/SqlserverQuerySqlBuilder.java index 50818fbe74..84161e15be 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-reader/src/main/java/com/dtstack/flinkx/sqlserver/reader/SqlserverQuerySqlBuilder.java +++ b/flinkx-sqlserver/flinkx-sqlserver-reader/src/main/java/com/dtstack/flinkx/sqlserver/reader/SqlserverQuerySqlBuilder.java @@ -19,6 +19,7 @@ import com.dtstack.flinkx.rdb.datareader.JdbcDataReader; import com.dtstack.flinkx.rdb.datareader.QuerySqlBuilder; +import com.dtstack.flinkx.rdb.util.DbUtil; import com.dtstack.flinkx.sqlserver.SqlServerConstants; import org.apache.commons.lang3.StringUtils; @@ -43,7 +44,7 @@ public SqlserverQuerySqlBuilder(JdbcDataReader reader) { @Override protected String buildQuerySql() { - List selectColumns = buildSelectColumns(databaseInterface, metaColumns); + List selectColumns = DbUtil.buildSelectColumns(databaseInterface, metaColumns); boolean splitWithRowNum = addRowNumColumn(databaseInterface, selectColumns, isSplitByKey, splitKey); StringBuilder sb = new StringBuilder(); diff --git a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml index 2b2ae09d82..9ae14cbb76 100644 --- a/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml +++ b/flinkx-sqlserver/flinkx-sqlserver-writer/pom.xml @@ -94,6 +94,7 @@ + diff --git a/flinkx-stream/flinkx-stream-reader/pom.xml b/flinkx-stream/flinkx-stream-reader/pom.xml index 9be42e64d3..2ec8b70719 100644 --- a/flinkx-stream/flinkx-stream-reader/pom.xml +++ b/flinkx-stream/flinkx-stream-reader/pom.xml @@ -82,6 +82,7 @@ + diff --git a/flinkx-stream/flinkx-stream-writer/pom.xml b/flinkx-stream/flinkx-stream-writer/pom.xml index 276a46b582..540c3d9d43 100644 --- a/flinkx-stream/flinkx-stream-writer/pom.xml +++ b/flinkx-stream/flinkx-stream-writer/pom.xml @@ -78,6 +78,7 @@ + diff --git a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java index ac578d2c86..c19e618846 100644 --- a/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java +++ b/flinkx-stream/flinkx-stream-writer/src/main/java/com/dtstack/flinkx/stream/writer/StreamOutputFormat.java @@ -18,13 +18,12 @@ package com.dtstack.flinkx.stream.writer; -import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.restore.FormatState; import org.apache.flink.types.Row; import org.apache.flink.util.StringUtils; -import java.io.IOException; import java.util.List; /** @@ -40,40 +39,52 @@ public class StreamOutputFormat extends BaseRichOutputFormat { protected List metaColumns; + protected Row lastRow; + @Override - protected void openInternal(int taskNumber, int numTasks) throws IOException { + protected void openInternal(int taskNumber, int numTasks) { // do nothing } @Override - protected void writeSingleRecordInternal(Row row) throws WriteRecordException { + protected void writeSingleRecordInternal(Row row) { if (print) { LOG.info("subTaskIndex[{}]:{}", taskNumber, rowToStringWithDelimiter(row, writeDelimiter)); } - - if (restoreConfig.isRestore()) { - formatState.setState(row.getField(restoreConfig.getRestoreColumnIndex())); - LOG.info("print data subTaskIndex[{}]:{}", taskNumber, rowToStringWithDelimiter(row, writeDelimiter)); - } + lastRow = row; } @Override - protected void writeMultipleRecordsInternal() throws Exception { + protected void writeMultipleRecordsInternal() { if (print) { for (Row row : rows) { LOG.info(rowToStringWithDelimiter(row, writeDelimiter)); } } + if(rows.size() > 1){ + lastRow = rows.get(rows.size() - 1); + } + } + + public FormatState getFormatState(){ + if(lastRow != null){ + LOG.info("subTaskIndex[{}]:{}", taskNumber, rowToStringWithDelimiter(lastRow, writeDelimiter)); + } + return super.getFormatState(); } public String rowToStringWithDelimiter(Row row, String writeDelimiter) { - StringBuilder sb = new StringBuilder(); - for (int i = 0; i < row.getArity(); i++) { - if (i > 0) { - sb.append(writeDelimiter); + if(row == null){ + return ""; + }else{ + StringBuilder sb = new StringBuilder(); + for (int i = 0; i < row.getArity(); i++) { + if (i > 0) { + sb.append(writeDelimiter); + } + sb.append(StringUtils.arrayAwareToString(row.getField(i))); } - sb.append(StringUtils.arrayAwareToString(row.getField(i))); + return sb.toString(); } - return sb.toString(); } } diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogFile.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5ConfigKeys.java similarity index 100% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogFile.java rename to flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5ConfigKeys.java diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogMinerConnection.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5DatabaseMeta.java similarity index 100% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogMinerConnection.java rename to flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5DatabaseMeta.java diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogMinerListener.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5InputSplit.java similarity index 100% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogMinerListener.java rename to flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/Phoenix5InputSplit.java diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogParser.java b/flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/IPhoenix5Helper.java similarity index 100% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/LogParser.java rename to flinkx-teradata/flinkx-teradata-core/src/main/java/com/dtstack/flinkx/teradata/util/IPhoenix5Helper.java diff --git a/flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/PositionManager.java b/flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/reader/Phoenix5InputFormatBuilder.java similarity index 100% rename from flinkx-mongodb/flinkx-mongodb-oplog-reader/src/main/java/com/dtstack/mongodb/oplog/format/PositionManager.java rename to flinkx-teradata/flinkx-teradata-reader/src/main/java/com/dtstack/flinkx/teradata/reader/Phoenix5InputFormatBuilder.java diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index c57526a48e..a544ea0ca3 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -12,7 +12,6 @@ flinkx-test - 1.10.0 0.3.0 @@ -395,18 +394,6 @@ 1.6 - - com.dtstack.flinkx - flinkx-phoenix-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-phoenix-writer - 1.6 - - org.apache.hadoop hadoop-hdfs @@ -464,7 +451,26 @@ flinkx-greenplum-writer 1.6 + + com.dtstack.flinkx + flinkx-phoenix5-reader + 1.6 + + + com.dtstack.flinkx + flinkx-phoenix5-writer + 1.6 + + + com.dtstack.flinkx + flinkx-kingbase-reader + 1.6 + + + com.dtstack.flinkx + flinkx-kingbase-writer + 1.6 + - \ No newline at end of file diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index 4e83dcfc1c..c6d83f82db 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -17,8 +17,6 @@ */ package com.dtstack.flinkx.test; -import ch.qos.logback.classic.Level; -import ch.qos.logback.classic.LoggerContext; import com.dtstack.flink.api.java.MyLocalStreamEnvironment; import com.dtstack.flinkx.binlog.reader.BinlogReader; import com.dtstack.flinkx.carbondata.reader.CarbondataReader; @@ -55,6 +53,8 @@ import com.dtstack.flinkx.kafka10.writer.Kafka10Writer; import com.dtstack.flinkx.kafka11.reader.Kafka11Reader; import com.dtstack.flinkx.kafka11.writer.Kafka11Writer; +import com.dtstack.flinkx.kingbase.reader.KingbaseReader; +import com.dtstack.flinkx.kingbase.writer.KingbaseWriter; import com.dtstack.flinkx.kudu.reader.KuduReader; import com.dtstack.flinkx.kudu.writer.KuduWriter; import com.dtstack.flinkx.mongodb.reader.MongodbReader; @@ -66,15 +66,14 @@ import com.dtstack.flinkx.odps.writer.OdpsWriter; import com.dtstack.flinkx.oracle.reader.OracleReader; import com.dtstack.flinkx.oracle.writer.OracleWriter; -import com.dtstack.flinkx.phoenix.reader.PhoenixReader; -import com.dtstack.flinkx.phoenix.writer.PhoenixWriter; +import com.dtstack.flinkx.phoenix5.reader.Phoenix5Reader; +import com.dtstack.flinkx.phoenix5.writer.Phoenix5Writer; import com.dtstack.flinkx.polardb.reader.PolardbReader; import com.dtstack.flinkx.polardb.writer.PolardbWriter; import com.dtstack.flinkx.postgresql.reader.PostgresqlReader; import com.dtstack.flinkx.postgresql.writer.PostgresqlWriter; import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.redis.writer.RedisWriter; -import com.dtstack.flinkx.restapi.writer.RestapiWriter; import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; import com.dtstack.flinkx.stream.reader.StreamReader; @@ -86,9 +85,7 @@ import org.apache.flink.api.common.restartstrategy.RestartStrategies; import org.apache.flink.api.common.time.Time; import org.apache.flink.configuration.Configuration; -import org.apache.flink.core.fs.Path; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; -import org.apache.flink.runtime.state.filesystem.FsStateBackend; import org.apache.flink.streaming.api.CheckpointingMode; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; @@ -104,7 +101,6 @@ import java.nio.charset.StandardCharsets; import java.util.Properties; import java.util.concurrent.TimeUnit; - /** * @author jiangbo */ @@ -117,7 +113,6 @@ public class LocalTest { public static Configuration conf = new Configuration(); public static void main(String[] args) throws Exception{ -// setLogLevel(Level.DEBUG.toString()); Properties confProperties = new Properties(); // confProperties.put("flink.checkpoint.interval", "10000"); // confProperties.put("flink.checkpoint.stateBackend", "file:///tmp/flinkx_checkpoint"); @@ -129,7 +124,7 @@ public static void main(String[] args) throws Exception{ // conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); // conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); - String jobPath = "/Users/yanghuai/Library/Application Support/JetBrains/IntelliJIdea2020.1/scratches/stream_stream.json"; + String jobPath = "your json file's absolute path"; JobExecutionResult result = LocalTest.runJob(new File(jobPath), confProperties, null); ResultPrintUtil.printResult(result); System.exit(0); @@ -158,11 +153,10 @@ public static JobExecutionResult runJob(String job, Properties confProperties, S Time.of(10, TimeUnit.SECONDS) )); } - + SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); BaseDataReader reader = buildDataReader(config, env); DataStream dataStream = reader.readData(); - SpeedConfig speedConfig = config.getJob().getSetting().getSpeed(); - if (speedConfig.getReaderChannel() > 0) { + if(speedConfig.getReaderChannel() > 0){ dataStream = ((DataStreamSource) dataStream).setParallelism(speedConfig.getReaderChannel()); } @@ -172,7 +166,7 @@ public static JobExecutionResult runJob(String job, Properties confProperties, S BaseDataWriter dataWriter = buildDataWriter(config); DataStreamSink dataStreamSink = dataWriter.writeData(dataStream); - if (speedConfig.getWriterChannel() > 0) { + if(speedConfig.getWriterChannel() > 0){ dataStreamSink.setParallelism(speedConfig.getWriterChannel()); } @@ -224,10 +218,11 @@ private static BaseDataReader buildDataReader(DataTransferConfig config, StreamE case PluginNameConstants.KUDU_READER : reader = new KuduReader(config, env); break; case PluginNameConstants.CLICKHOUSE_READER : reader = new ClickhouseReader(config, env); break; case PluginNameConstants.POLARDB_READER : reader = new PolardbReader(config, env); break; - case PluginNameConstants.PHOENIX_READER : reader = new PhoenixReader(config, env); break; case PluginNameConstants.EMQX_READER : reader = new EmqxReader(config, env); break; case PluginNameConstants.DM_READER : reader = new DmReader(config, env); break; case PluginNameConstants.GREENPLUM_READER : reader = new GreenplumReader(config, env); break; + case PluginNameConstants.PHOENIX5_READER : reader = new Phoenix5Reader(config, env); break; + case PluginNameConstants.KINGBASE_READER : reader = new KingbaseReader(config, env); break; default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); } @@ -261,11 +256,11 @@ private static BaseDataWriter buildDataWriter(DataTransferConfig config){ case PluginNameConstants.CLICKHOUSE_WRITER : writer = new ClickhouseWriter(config); break; case PluginNameConstants.POLARDB_WRITER : writer = new PolardbWriter(config); break; case PluginNameConstants.KAFKA_WRITER : writer = new KafkaWriter(config); break; - case PluginNameConstants.PHOENIX_WRITER : writer = new PhoenixWriter(config); break; case PluginNameConstants.EMQX_WRITER : writer = new EmqxWriter(config); break; - case PluginNameConstants.RESTAPI_WRITER : writer = new RestapiWriter(config);break; case PluginNameConstants.DM_WRITER : writer = new DmWriter(config); break; case PluginNameConstants.GREENPLUM_WRITER : writer = new GreenplumWriter(config); break; + case PluginNameConstants.PHOENIX5_WRITER : writer = new Phoenix5Writer(config); break; + case PluginNameConstants.KINGBASE_WRITER : writer = new KingbaseWriter(config); break; default:throw new IllegalArgumentException("Can not find writer by name:" + writerName); } @@ -273,46 +268,23 @@ private static BaseDataWriter buildDataWriter(DataTransferConfig config){ } private static void openCheckpointConf(StreamExecutionEnvironment env, Properties properties){ - if(properties == null){ - return; - } - - if(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY) == null){ - return; - }else{ - long interval = Long.parseLong(properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY).trim()); - - //start checkpoint every ${interval} - env.enableCheckpointing(interval); - - LOG.info("Open checkpoint with interval:" + interval); + if(properties!=null){ + String interval = properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_INTERVAL_KEY); + if(StringUtils.isNotBlank(interval)){ + env.enableCheckpointing(Long.parseLong(interval.trim())); + LOG.info("Open checkpoint with interval:" + interval); + } + String checkpointTimeoutStr = properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_TIMEOUT_KEY); + if(checkpointTimeoutStr != null){ + long checkpointTimeout = Long.parseLong(checkpointTimeoutStr.trim()); + //checkpoints have to complete within one min,or are discard + env.getCheckpointConfig().setCheckpointTimeout(checkpointTimeout); + + LOG.info("Set checkpoint timeout:" + checkpointTimeout); + } + env.getCheckpointConfig().setCheckpointingMode(CheckpointingMode.EXACTLY_ONCE); + env.getCheckpointConfig().enableExternalizedCheckpoints( + CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION); } - - String checkpointTimeoutStr = properties.getProperty(ConfigConstant.FLINK_CHECKPOINT_TIMEOUT_KEY); - if(checkpointTimeoutStr != null){ - long checkpointTimeout = Long.parseLong(checkpointTimeoutStr); - //checkpoints have to complete within one min,or are discard - env.getCheckpointConfig().setCheckpointTimeout(checkpointTimeout); - - LOG.info("Set checkpoint timeout:" + checkpointTimeout); - } - - env.getCheckpointConfig().setCheckpointingMode(CheckpointingMode.EXACTLY_ONCE); - env.getCheckpointConfig().setMaxConcurrentCheckpoints(1); - env.getCheckpointConfig().enableExternalizedCheckpoints( - CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION); - - env.setStateBackend(new FsStateBackend(new Path("file:///tmp/flinkx_checkpoint"))); - env.setRestartStrategy(RestartStrategies.failureRateRestart( - FAILURE_RATE, - Time.of(FAILURE_INTERVAL, TimeUnit.MINUTES), - Time.of(DELAY_INTERVAL, TimeUnit.SECONDS) - )); - } - - private static void setLogLevel(String level) { - LoggerContext loggerContext = (LoggerContext) LoggerFactory.getILoggerFactory(); - ch.qos.logback.classic.Logger logger = loggerContext.getLogger("root"); - logger.setLevel(Level.toLevel(level)); } } diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java index 21d07e7c9e..472cf2623e 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java @@ -21,7 +21,6 @@ /** * @author jiangbo */ -@SuppressWarnings("all") public class PluginNameConstants { public static final String STREAM_READER = "streamreader"; @@ -50,13 +49,10 @@ public class PluginNameConstants { public static final String ORACLE_LOG_MINER_READER = "oraclelogminerreader"; public static final String PHOENIX_READER = "phoenixreader"; public static final String EMQX_READER = "emqxreader"; - public static final String SQLSERVER_CDC_READER = "sqlservercdcreader"; - public static final String METADATAHIVE2_READER = "metadatahive2reader"; public static final String DM_READER = "dmreader"; - public static final String METADATATIDB_READER = "metadatatidbreader"; - public static final String METADATAORACLE_READER = "metadataoraclereader"; - public static final String METADATAMYSQL_READER = "metadatamysqlreader"; public static final String GREENPLUM_READER = "greenplumreader"; + public static final String PHOENIX5_READER = "phoenix5reader"; + public static final String KINGBASE_READER = "kingbasereader"; public static final String STREAM_WRITER = "streamwriter"; public static final String CARBONDATA_WRITER = "carbondatawriter"; @@ -86,4 +82,6 @@ public class PluginNameConstants { public static final String RESTAPI_WRITER = "restapiwriter"; public static final String DM_WRITER = "dmwriter"; public static final String GREENPLUM_WRITER = "greenplumwriter"; + public static final String PHOENIX5_WRITER = "phoenix5writer"; + public static final String KINGBASE_WRITER = "kingbasewriter"; } diff --git a/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/AbstractPrometheusReporter.java b/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/AbstractPrometheusReporter.java deleted file mode 100644 index 5fbf58b645..0000000000 --- a/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/AbstractPrometheusReporter.java +++ /dev/null @@ -1,315 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.metrics.prometheus; - -import io.prometheus.client.Collector; -import io.prometheus.client.CollectorRegistry; -import org.apache.flink.annotation.PublicEvolving; -import org.apache.flink.annotation.VisibleForTesting; -import org.apache.flink.metrics.CharacterFilter; -import org.apache.flink.metrics.Counter; -import org.apache.flink.metrics.Gauge; -import org.apache.flink.metrics.Histogram; -import org.apache.flink.metrics.Meter; -import org.apache.flink.metrics.Metric; -import org.apache.flink.metrics.MetricConfig; -import org.apache.flink.metrics.MetricGroup; -import org.apache.flink.metrics.reporter.MetricReporter; -import org.apache.flink.runtime.metrics.groups.AbstractMetricGroup; -import org.apache.flink.runtime.metrics.groups.FrontMetricGroup; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.util.AbstractMap; -import java.util.ArrayList; -import java.util.Arrays; -import java.util.Collections; -import java.util.HashMap; -import java.util.LinkedList; -import java.util.List; -import java.util.Map; -import java.util.regex.Pattern; - -import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.FILTER_LABEL_VALUE_CHARACTER; - -/** - * base prometheus reporter for prometheus metrics. - */ -@PublicEvolving -public abstract class AbstractPrometheusReporter implements MetricReporter { - - private static final Pattern UNALLOWED_CHAR_PATTERN = Pattern.compile("[^a-zA-Z0-9:_]"); - private static final CharacterFilter CHARACTER_FILTER = new CharacterFilter() { - @Override - public String filterCharacters(String input) { - return replaceInvalidChars(input); - } - }; - private static final char SCOPE_SEPARATOR = '_'; - private static final String SCOPE_PREFIX = "flink" + SCOPE_SEPARATOR; - protected final Logger log = LoggerFactory.getLogger(getClass()); - private final Map> collectorsWithCountByMetricName = new HashMap<>(); - private CharacterFilter labelValueCharactersFilter = CHARACTER_FILTER; - - @VisibleForTesting - static String replaceInvalidChars(final String input) { - // https://prometheus.io/docs/instrumenting/writing_exporters/ - // Only [a-zA-Z0-9:_] are valid in metric names, any other characters should be sanitized to an underscore. - return UNALLOWED_CHAR_PATTERN.matcher(input).replaceAll("_"); - } - - private static String getScopedName(String metricName, MetricGroup group) { - return SCOPE_PREFIX + getLogicalScope(group) + SCOPE_SEPARATOR + CHARACTER_FILTER.filterCharacters(metricName); - } - - @SuppressWarnings("unchecked") - private static String getLogicalScope(MetricGroup group) { - return ((FrontMetricGroup>) group).getLogicalScope(CHARACTER_FILTER, SCOPE_SEPARATOR); - } - - private static io.prometheus.client.Gauge.Child gaugeFrom(Counter counter) { - return new io.prometheus.client.Gauge.Child() { - @Override - public double get() { - return (double) counter.getCount(); - } - }; - } - - private static io.prometheus.client.Gauge.Child gaugeFrom(Meter meter) { - return new io.prometheus.client.Gauge.Child() { - @Override - public double get() { - return meter.getRate(); - } - }; - } - - private static List addToList(List list, String element) { - final List result = new ArrayList<>(list); - result.add(element); - return result; - } - - private static String[] toArray(List list) { - return list.toArray(new String[list.size()]); - } - - @Override - public void open(MetricConfig config) { - boolean filterLabelValueCharacters = config.getBoolean( - FILTER_LABEL_VALUE_CHARACTER.key(), FILTER_LABEL_VALUE_CHARACTER.defaultValue()); - - if (!filterLabelValueCharacters) { - labelValueCharactersFilter = input -> input; - } - } - - @Override - public void close() { - CollectorRegistry.defaultRegistry.clear(); - } - - @Override - public void notifyOfAddedMetric(final Metric metric, final String metricName, final MetricGroup group) { - - List dimensionKeys = new LinkedList<>(); - List dimensionValues = new LinkedList<>(); - for (final Map.Entry dimension : group.getAllVariables().entrySet()) { - final String key = dimension.getKey(); - dimensionKeys.add(CHARACTER_FILTER.filterCharacters(key.substring(1, key.length() - 1))); - dimensionValues.add(labelValueCharactersFilter.filterCharacters(dimension.getValue())); - } - - final String scopedMetricName = getScopedName(metricName, group); - final String helpString = metricName + " (scope: " + getLogicalScope(group) + ")"; - - final Collector collector; - Integer count = 0; - - synchronized (this) { - if (collectorsWithCountByMetricName.containsKey(scopedMetricName)) { - final AbstractMap.SimpleImmutableEntry collectorWithCount = collectorsWithCountByMetricName.get(scopedMetricName); - collector = collectorWithCount.getKey(); - count = collectorWithCount.getValue(); - } else { - collector = createCollector(metric, dimensionKeys, dimensionValues, scopedMetricName, helpString); - try { - collector.register(); - } catch (Exception e) { - log.warn("There was a problem registering metric {}.", metricName, e); - } - } - addMetric(metric, dimensionValues, collector); - collectorsWithCountByMetricName.put(scopedMetricName, new AbstractMap.SimpleImmutableEntry<>(collector, count + 1)); - } - } - - private Collector createCollector(Metric metric, List dimensionKeys, List dimensionValues, String scopedMetricName, String helpString) { - Collector collector; - if (metric instanceof Gauge || metric instanceof Counter || metric instanceof Meter) { - collector = io.prometheus.client.Gauge - .build() - .name(scopedMetricName) - .help(helpString) - .labelNames(toArray(dimensionKeys)) - .create(); - } else if (metric instanceof Histogram) { - collector = new HistogramSummaryProxy((Histogram) metric, scopedMetricName, helpString, dimensionKeys, dimensionValues); - } else { - log.warn("Cannot create collector for unknown metric type: {}. This indicates that the metric type is not supported by this reporter.", - metric.getClass().getName()); - collector = null; - } - return collector; - } - - private void addMetric(Metric metric, List dimensionValues, Collector collector) { - if (metric instanceof Gauge) { - ((io.prometheus.client.Gauge) collector).setChild(gaugeFrom((Gauge) metric), toArray(dimensionValues)); - } else if (metric instanceof Counter) { - ((io.prometheus.client.Gauge) collector).setChild(gaugeFrom((Counter) metric), toArray(dimensionValues)); - } else if (metric instanceof Meter) { - ((io.prometheus.client.Gauge) collector).setChild(gaugeFrom((Meter) metric), toArray(dimensionValues)); - } else if (metric instanceof Histogram) { - ((HistogramSummaryProxy) collector).addChild((Histogram) metric, dimensionValues); - } else { - log.warn("Cannot add unknown metric type: {}. This indicates that the metric type is not supported by this reporter.", - metric.getClass().getName()); - } - } - - private void removeMetric(Metric metric, List dimensionValues, Collector collector) { - if (metric instanceof Gauge) { - ((io.prometheus.client.Gauge) collector).remove(toArray(dimensionValues)); - } else if (metric instanceof Counter) { - ((io.prometheus.client.Gauge) collector).remove(toArray(dimensionValues)); - } else if (metric instanceof Meter) { - ((io.prometheus.client.Gauge) collector).remove(toArray(dimensionValues)); - } else if (metric instanceof Histogram) { - ((HistogramSummaryProxy) collector).remove(dimensionValues); - } else { - log.warn("Cannot remove unknown metric type: {}. This indicates that the metric type is not supported by this reporter.", - metric.getClass().getName()); - } - } - - @Override - public void notifyOfRemovedMetric(final Metric metric, final String metricName, final MetricGroup group) { - - List dimensionValues = new LinkedList<>(); - for (final Map.Entry dimension : group.getAllVariables().entrySet()) { - dimensionValues.add(labelValueCharactersFilter.filterCharacters(dimension.getValue())); - } - - final String scopedMetricName = getScopedName(metricName, group); - synchronized (this) { - final AbstractMap.SimpleImmutableEntry collectorWithCount = collectorsWithCountByMetricName.get(scopedMetricName); - final Integer count = collectorWithCount.getValue(); - final Collector collector = collectorWithCount.getKey(); - - removeMetric(metric, dimensionValues, collector); - - if (count == 1) { - try { - CollectorRegistry.defaultRegistry.unregister(collector); - } catch (Exception e) { - log.warn("There was a problem unregistering metric {}.", scopedMetricName, e); - } - collectorsWithCountByMetricName.remove(scopedMetricName); - } else { - collectorsWithCountByMetricName.put(scopedMetricName, new AbstractMap.SimpleImmutableEntry<>(collector, count - 1)); - } - } - } - - @VisibleForTesting - io.prometheus.client.Gauge.Child gaugeFrom(Gauge gauge) { - return new io.prometheus.client.Gauge.Child() { - @Override - public double get() { - final Object value = gauge.getValue(); - if (value == null) { - log.debug("Gauge {} is null-valued, defaulting to 0.", gauge); - return 0; - } - if (value instanceof Double) { - return (double) value; - } - if (value instanceof Number) { - return ((Number) value).doubleValue(); - } - if (value instanceof Boolean) { - return ((Boolean) value) ? 1 : 0; - } - log.debug("Invalid type for Gauge {}: {}, only number types and booleans are supported by this reporter.", - gauge, value.getClass().getName()); - return 0; - } - }; - } - - @VisibleForTesting - static class HistogramSummaryProxy extends Collector { - static final List QUANTILES = Arrays.asList(.5, .75, .95, .98, .99, .999); - - private final String metricName; - private final String helpString; - private final List labelNamesWithQuantile; - - private final Map, Histogram> histogramsByLabelValues = new HashMap<>(); - - HistogramSummaryProxy(final Histogram histogram, final String metricName, final String helpString, final List labelNames, final List labelValues) { - this.metricName = metricName; - this.helpString = helpString; - this.labelNamesWithQuantile = addToList(labelNames, "quantile"); - histogramsByLabelValues.put(labelValues, histogram); - } - - @Override - public List collect() { - // We cannot use SummaryMetricFamily because it is impossible to get a sum of all values (at least for Dropwizard histograms, - // whose snapshot's values array only holds a sample of recent values). - - List samples = new LinkedList<>(); - for (Map.Entry, Histogram> labelValuesToHistogram : histogramsByLabelValues.entrySet()) { - addSamples(labelValuesToHistogram.getKey(), labelValuesToHistogram.getValue(), samples); - } - return Collections.singletonList(new MetricFamilySamples(metricName, Type.SUMMARY, helpString, samples)); - } - - void addChild(final Histogram histogram, final List labelValues) { - histogramsByLabelValues.put(labelValues, histogram); - } - - void remove(final List labelValues) { - histogramsByLabelValues.remove(labelValues); - } - - private void addSamples(final List labelValues, final Histogram histogram, final List samples) { - samples.add(new MetricFamilySamples.Sample(metricName + "_count", - labelNamesWithQuantile.subList(0, labelNamesWithQuantile.size() - 1), labelValues, histogram.getCount())); - for (final Double quantile : QUANTILES) { - samples.add(new MetricFamilySamples.Sample(metricName, labelNamesWithQuantile, - addToList(labelValues, quantile.toString()), - histogram.getStatistics().getQuantile(quantile))); - } - } - } -} diff --git a/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/PrometheusPushGatewayReporter.java b/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/PrometheusPushGatewayReporter.java deleted file mode 100644 index 52fd24d46f..0000000000 --- a/flinkx-test/src/main/java/org/apache/flink/metrics/prometheus/PrometheusPushGatewayReporter.java +++ /dev/null @@ -1,94 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.flink.metrics.prometheus; - -import io.prometheus.client.CollectorRegistry; -import io.prometheus.client.exporter.PushGateway; -import org.apache.flink.annotation.PublicEvolving; -import org.apache.flink.metrics.Metric; -import org.apache.flink.metrics.MetricConfig; -import org.apache.flink.metrics.reporter.MetricReporter; -import org.apache.flink.metrics.reporter.Scheduled; -import org.apache.flink.util.AbstractID; - -import java.io.IOException; - -import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.DELETE_ON_SHUTDOWN; -import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.HOST; -import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.JOB_NAME; -import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.PORT; -import static org.apache.flink.metrics.prometheus.PrometheusPushGatewayReporterOptions.RANDOM_JOB_NAME_SUFFIX; - -/** - * {@link MetricReporter} that exports {@link Metric Metrics} via Prometheus {@link PushGateway}. - */ -@PublicEvolving -public class PrometheusPushGatewayReporter extends AbstractPrometheusReporter implements Scheduled { - - private PushGateway pushGateway; - private String jobName; - private boolean deleteOnShutdown; - - @Override - public void open(MetricConfig config) { - super.open(config); - - String host = config.getString(HOST.key(), HOST.defaultValue()); - int port = config.getInteger(PORT.key(), PORT.defaultValue()); - String configuredJobName = config.getString(JOB_NAME.key(), JOB_NAME.defaultValue()); - boolean randomSuffix = config.getBoolean(RANDOM_JOB_NAME_SUFFIX.key(), RANDOM_JOB_NAME_SUFFIX.defaultValue()); - deleteOnShutdown = config.getBoolean(DELETE_ON_SHUTDOWN.key(), DELETE_ON_SHUTDOWN.defaultValue()); - - if (host == null || host.isEmpty() || port < 1) { - throw new IllegalArgumentException("Invalid host/port configuration. Host: " + host + " Port: " + port); - } - - if (randomSuffix) { - this.jobName = configuredJobName + new AbstractID(); - } else { - this.jobName = configuredJobName; - } - - pushGateway = new PushGateway(host + ':' + port); - log.info("Configured PrometheusPushGatewayReporter with {host:{}, port:{}, jobName: {}, randomJobNameSuffix:{}, deleteOnShutdown:{}}", host, port, jobName, randomSuffix, deleteOnShutdown); - } - - @Override - public void report() { - try { - pushGateway.push(CollectorRegistry.defaultRegistry, jobName); - log.info("push metrics to PushGateway with jobName {}.", jobName); - } catch (Exception e) { - log.warn("Failed to push metrics to PushGateway with jobName {}.", jobName, e); - } - } - - @Override - public void close() { - if (deleteOnShutdown && pushGateway != null) { - try { - pushGateway.delete(jobName); - log.info("delete metrics from PushGateway with jobName {}.", jobName); - } catch (IOException e) { - log.warn("Failed to delete metrics from PushGateway with jobName {}.", jobName, e); - } - } - super.close(); - } -} diff --git a/flinkx-test/src/main/resources/logback.xml b/flinkx-test/src/main/resources/logback.xml index 6e1771d94c..b408ae60df 100644 --- a/flinkx-test/src/main/resources/logback.xml +++ b/flinkx-test/src/main/resources/logback.xml @@ -15,7 +15,7 @@ - + diff --git a/jars/vertica-jdbc-9.1.1-0.jar b/jars/vertica-jdbc-9.1.1-0.jar new file mode 100644 index 0000000000000000000000000000000000000000..2c663c095b5302aa4b8c0c5da91791d93b2f6c06 GIT binary patch literal 769344 zcmbTc1yp29vIUB}yL;o%xVyX4xVu~7(73z1ySqCy?(Xi5G}<`)z9aA7*YoDi{9kL; zs#CRMXJo|Q5t()JC`f~X!2kh40RaVs{*(dw(+e613`kZ~MUYNXPVDph7!Z)cKTM&3 z{C}CQ&&!%D{4x&&1_DC+_4z-hvVwAwVxr0_^s-_>G4fU*j7Wn&{JcUqmxP;9ZR##% zmm~Zy@&>I!SK}aV&9IH~w!5josjTvb-G8v(9$i@9h;v~!QSiNFYR=lr4Wqh9Xi<0+a>f~XGGdi_ljwRvq3-!GFzC>At~J$j z9X@CRrN^n9WZ9#Of1X&jQnKDdqEw>(2#K2EpSMj_%tX`s-&rtc6SBej75yJ?;y-7> z$;8pc!pOwwv!#KH0lkxhHNA+Vg^P)!^wjhsjWiwgsEpjgxRj*Sk`vV!*iGC2Bp2v! 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zen6mS&1D;}Ux=VhP7L^CIIYh$mYHkfFZzWDqRQ2qm4{I`k>|pplk^J_M3wDpUZ16z zHobt(n#*&tej$RWQoU}C?-oPI1_)uhNzJLcg$S(mWBH>kX?v4An3Yjwx^5W)VHPxHU_+3_$?ie`mcnb;Q*&83*U+mLZ70_1xY2 z(T#rc_SiX3w+un}T@-zG$U`hVAF@doamOvtDflinkx-saphana flinkx-teradata flinkx-greenplum + flinkx-kingbase flinkx-hdfs flinkx-hive @@ -37,7 +38,8 @@ flinkx-ftp flinkx-odps flinkx-hbase - flinkx-phoenix + + flinkx-phoenix5 flinkx-carbondata flinkx-kudu flinkx-cassandra @@ -54,16 +56,17 @@ flinkx-kafka flinkx-emqx flinkx-pulsar + flinkx-pgwal flinkx-restapi UTF-8 - 1.10.0 + 1.10.1 2.7.3 4.5.3 ${basedir}/dev - release_1.10.1 + release_1.10.4 From 8251a50f36244a0e0ba6a7239340ad31b16253cc Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 12 Jan 2021 19:47:57 +0800 Subject: [PATCH 086/136] =?UTF-8?q?=E6=9B=B4=E6=96=B0quick=20start?= =?UTF-8?q?=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/quickstart.md | 36 +++++++++++++++++++++--------------- 1 file changed, 21 insertions(+), 15 deletions(-) diff --git a/docs/quickstart.md b/docs/quickstart.md index bc054b5444..be01beac63 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -15,6 +15,13 @@ unzip 1.10_release.zip cd 1.10_release ``` +3.直接下载源码和编译好的插件包(推荐) +``` +wget https://github.com/DTStack/flinkx/releases/download/1.10.4/flinkx.7z +7za x flinkx.7z +cd flinkx +``` + ## 编译插件 ```bash @@ -87,9 +94,8 @@ mvn clean package -DskipTests ```bash bin/flinkx \ -mode local \ - -job $FLINKX_HOME/docs/example/stream_stream.json \ - -pluginRoot $FLINKX_HOME/syncplugins \ - -confProp "{\"flink.checkpoint.interval\":60000}" + -job docs/example/stream_stream.json \ + -pluginRoot syncplugins ``` 可以在flink的配置文件里配置端口： @@ -104,8 +110,8 @@ rest.bind-port: 8888 ```bash bin/flinkx \ -mode local \ - -job $FLINKX_HOME/docs/example/stream_stream.json \ - -pluginRoot $FLINK_HOME/syncplugins \ + -job docs/example/stream_stream.json \ + -pluginRoot syncplugins ``` 任务运行后可以通过8888端口访问flink界面查看任务运行情况： @@ -121,8 +127,8 @@ bin/flinkx \ ```bash bin/flinkx \ -mode standalone \ - -job $FLINKX_HOME/docs/example/stream_stream.json \ - -pluginRoot $FLINKX_HOME/syncplugins \ + -job docs/example/stream_stream.json \ + -pluginRoot syncplugins \ -flinkconf $FLINK_HOME/conf \ -confProp "{\"flink.checkpoint.interval\":60000}" ``` @@ -145,7 +151,7 @@ $FLINK_HOME/bin/start-cluster.sh ```bash ./bin/flinkx \ -mode standalone \ - -job $FLINKX_HOME/docs/example/stream_stream.json \ + -job docs/example/stream_stream.json \ -flinkconf $FLINK_HOME/conf ``` @@ -162,8 +168,8 @@ $FLINK_HOME/bin/start-cluster.sh ```bash bin/flinkx \ -mode yarn \ - -job $FLINKX_HOME/docs/example/stream_stream.json \ - -pluginRoot $FLINKX_HOME/syncplugins \ + -job docs/example/stream_stream.json \ + -pluginRoot syncplugins \ -flinkconf $FLINK_HOME/conf \ -yarnconf $HADOOP_HOME/etc/hadoop \ -confProp "{\"flink.checkpoint.interval\":60000}" @@ -188,7 +194,7 @@ $FLINK_HOME/bin/yarn-session.sh -n 1 -s 2 -jm 1024 -tm 1024 ```bash bin/flinkx \ -mode yarn \ - -job $FLINKX_HOME/docs/example/stream_stream.json \ + -job docs/example/stream_stream.json \ -flinkconf $FLINK_HOME/conf \ -yarnconf $HADOOP_HOME/etc/hadoop ``` @@ -206,8 +212,8 @@ bin/flinkx \ ```bash bin/flinkx \ -mode yarnPer \ - -job $FLINKX_HOME/docs/example/stream_stream.json \ - -pluginRoot $FLINKX_HOME/syncplugins \ + -job docs/example/stream_stream.json \ + -pluginRoot syncplugins \ -flinkconf $FLINK_HOME/conf \ -yarnconf $HADOOP_HOME/etc/hadoop \ -flinkLibJar $FLINK_HOME/lib \ @@ -221,8 +227,8 @@ bin/flinkx \ ```bash bin/flinkx \ -mode yarnPer \ - -job $FLINKX_HOME/docs/example/stream_stream.json \ - -pluginRoot $FLINKX_HOME/syncplugins \ + -job docs/example/stream_stream.json \ + -pluginRoot syncplugins \ -yarnconf $HADOOP_HOME/etc/hadoop \ -flinkLibJar $FLINK_HOME/lib \ -pluginLoadMode classpath From bc458f844ed406976c9cd262f0f08810aa4e0cb8 Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 12 Jan 2021 19:51:15 +0800 Subject: [PATCH 087/136] =?UTF-8?q?=E6=9B=B4=E6=96=B0quick=20start?= =?UTF-8?q?=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/quickstart.md b/docs/quickstart.md index be01beac63..7fda36c0d9 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -251,7 +251,7 @@ bin/flinkx \ | **mode** | 执行模式，也就是flink集群的工作模式 | 1.**local**: 本地模式
2.**standalone**: 独立部署模式的flink集群
3.**yarn**: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster"
4.**yarnPer**: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" | 否 | local | | **job** | 数据同步任务描述文件的存放路径；该描述文件中使用json字符串存放任务信息 | 无 | 是 | 无 | | **jobid** | 任务名称 | 无 | 否 | Flink Job | -| **pluginRoot** | 插件根目录地址，也就是打包后产生的pluginRoot目录。 | 无 | 否 | $FLINKX_HOME/plugins | +| **pluginRoot** | 插件根目录地址，也就是打包后产生的pluginRoot目录。 | 无 | 否 | $FLINKX_HOME/syncplugins | | **flinkconf** | flink配置文件所在的目录（单机模式下不需要） | $FLINK_HOME/conf | 否 | $FLINK_HOME/conf | | **flinkLibJar** | flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.10.1/lib | $FLINK_HOME/lib | 否 | $FLINK_HOME/lib | | **yarnconf** | Hadoop配置文件（包括hdfs和yarn）所在的目录 | $HADOOP_HOME/etc/hadoop | 否 | $HADOOP_HOME/etc/hadoop | From 9cfa7ed62c154d75a0d1a5edeadd7a64ead41265 Mon Sep 17 00:00:00 2001 From: lvyanquan Date: Wed, 13 Jan 2021 17:54:29 +0800 Subject: [PATCH 088/136] =?UTF-8?q?[doc][doc]=20=E5=A2=9E=E5=8A=A0kingbase?= =?UTF-8?q?=E4=BD=BF=E7=94=A8=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + README_CH.md | 1 + docs/example/kingbase_stream.json | 53 ++++ docs/example/stream_kingbase.json | 66 ++++ docs/offline/reader/kingbasereader.md | 439 ++++++++++++++++++++++++++ docs/offline/writer/kingbasewriter.md | 309 ++++++++++++++++++ 6 files changed, 869 insertions(+) create mode 100644 docs/example/kingbase_stream.json create mode 100644 docs/example/stream_kingbase.json create mode 100644 docs/offline/reader/kingbasereader.md create mode 100644 docs/offline/writer/kingbasewriter.md diff --git a/README.md b/README.md index 0a57779807..cd8aa4cea1 100644 --- a/README.md +++ b/README.md @@ -52,6 +52,7 @@ The following databases are currently supported: | | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | | | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | | | Greenplum | [doc](docs/offline/reader/greenplumreader.md) | [doc](docs/offline/writer/greenplumwriter.md) | +| | KingBase | [doc](docs/offline/reader/kingbasereader.md) | [doc](docs/offline/writer/kingbasewriter.md) | | | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | | | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | | | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | diff --git a/README_CH.md b/README_CH.md index cec944897d..c181ce45c0 100644 --- a/README_CH.md +++ b/README_CH.md @@ -63,6 +63,7 @@ FlinkX目前支持下面这些数据库： | | Phoenix | [doc](docs/offline/reader/phoenixreader.md) | [doc](docs/offline/writer/phoenixwriter.md) | | | 达梦 | [doc](docs/offline/reader/dmreader.md) | [doc](docs/offline/writer/dmwriter.md) | | | Greenplum | [doc](docs/offline/reader/greenplumreader.md) | [doc](docs/offline/writer/greenplumwriter.md) | +| | KingBase | [doc](docs/offline/reader/kingbasereader.md) | [doc](docs/offline/writer/kingbasewriter.md) | | | Cassandra | [doc](docs/offline/reader/cassandrareader.md) | [doc](docs/offline/writer/cassandrawriter.md) | | | ODPS | [doc](docs/offline/reader/odpsreader.md) | [doc](docs/offline/writer/odpswriter.md) | | | HBase | [doc](docs/offline/reader/hbasereader.md) | [doc](docs/offline/writer/hbasewriter.md) | diff --git a/docs/example/kingbase_stream.json b/docs/example/kingbase_stream.json new file mode 100644 index 0000000000..db34cbfdfd --- /dev/null +++ b/docs/example/kingbase_stream.json @@ -0,0 +1,53 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], + "table": ["kudu"], + "schema":"test" + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "kingbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} diff --git a/docs/example/stream_kingbase.json b/docs/example/stream_kingbase.json new file mode 100644 index 0000000000..5a34e7058b --- /dev/null +++ b/docs/example/stream_kingbase.json @@ -0,0 +1,66 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type":"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "kingbasewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:kingbase8://localhost:54321/test", + "table": [ + "tableTest" + ], + "schema":"test" + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} \ No newline at end of file diff --git a/docs/offline/reader/kingbasereader.md b/docs/offline/reader/kingbasereader.md new file mode 100644 index 0000000000..2ed22425dd --- /dev/null +++ b/docs/offline/reader/kingbasereader.md @@ -0,0 +1,439 @@ +# KingBase Reader + +## 一、插件名称 +名称：**kingbasereader** +
+## 二、支持的数据源版本 +**KingBase 8.2、8.3** + +## 三、参数说明 +- jdbcUrl + - 描述：针对KingBase数据库的jdbc连接字符串 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- username + - 描述：数据源的用户名 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- password + - 描述：数据源指定用户名的密码 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- schema + - 描述：查询数据库所在schema + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- where + - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 + - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- splitPk + - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 + - 注意: + 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 + 目前splitPk仅支持整形数据切分，不支持浮点、字符串、日期等其他类型。如果用户指定其他非支持类型，FlinkX将报错！ + 如果channel大于1但是没有配置此参数，任务将置为失败。 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- queryTimeOut + - 描述：查询超时时间，单位秒。 + - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 + - 必选：否 + - 字段类型：int + - 默认值：1000 + +
+ +- customSql + - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 + - 注意： + 只能是查询语句，否则会导致任务失败； + 查询语句返回的字段需要和column列表里的字段对应； + 当指定了此参数时，connection里指定的table无效； + 当指定此参数时，column必须指定具体字段信息，不能以*号代替； + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- column + - 描述：需要读取的字段。 + - 格式：支持3种格式 + 1.读取全部字段，如果字段数量很多，可以使用下面的写法： + "column":["*"] + 2.只指定字段名称： + "column":["id","name"] + 3.指定具体信息： +```json + "column": [{ + "name": "col", + "type": "datetime", + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" + }] +``` +   属性说明: +   name：字段名称 +   type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 +   format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 +   value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ +- polling + - 描述：是否开启间隔轮询，开启后会根据pollingInterval轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数pollingInterval，increColumn，可以选择配置参数startLocation。若不配置参数startLocation，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 + - 必选：否 + - 默认值：false + +
+ +- pollingInterval + - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 + - 必选：否 + - 字段类型：int + - 默认值：5000 + +
+ +- requestAccumulatorInterval + - 描述：发送查询累加器请求的间隔时间。 + - 必选：否 + - 字段类型：int + - 默认值：2 + +
+ +## 四、配置示例 +1、基础配置 +``` +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], + "table": ["kudu"], + "schema":"test" + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "kingbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` +2、多通道 +``` +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], + "table": ["kudu"], + "schema":"test" + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "id", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "kingbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 2, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` +3、指定customSql +``` +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], + "table": ["kudu"], + "schema":"test" + }], + "column": ["id","user_id","name"], + "customSql": "select * from kudu where id > 20", + "where": "id < 100", + "splitPk": "", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "kingbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` +4、增量同步指定startLocation +``` +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], + "table": ["kudu"], + "schema":"test" + }], + "column": [{ + "name": "id", + "type": "bigint" + },{ + "name": "user_id", + "type": "bigint" + },{ + "name": "name", + "type": "varchar" + }], + "customSql": "", + "where": "id < 100", + "splitPk": "id", + "increColumn": "id", + "startLocation": "20", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "kingbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": true, + "restoreColumnName": "id", + "restoreColumnIndex": 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` +5、间隔轮询 +``` +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "dtstack", + "password": "abc123", + "connection": [{ + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], + "table": ["kudu"], + "schema":"test" + }], + "column": [{ + "name": "id", + "type": "bigint" + },{ + "name": "user_id", + "type": "bigint" + },{ + "name": "name", + "type": "varchar" + }], + "customSql": "", + "where": "id > 100", + "splitPk": "id", + "increColumn": "id", + "startLocation": "20", + "polling": true, + "pollingInterval": 3000, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "kingbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": true, + "restoreColumnName": "id", + "restoreColumnIndex": 1 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` \ No newline at end of file diff --git a/docs/offline/writer/kingbasewriter.md b/docs/offline/writer/kingbasewriter.md new file mode 100644 index 0000000000..5844b52b90 --- /dev/null +++ b/docs/offline/writer/kingbasewriter.md @@ -0,0 +1,309 @@ +# KingBase Writer +## 一、插件名称 +名称：**kingbasewriter** +
+## 二、支持的数据源版本 +**KingBase 8.2及8.3** +
+## 三、参数说明 +- jdbcUrl + - 描述：针对KingBase数据库的jdbc连接字符串 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- username + - 描述：数据源的用户名 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- password + - 描述：数据源指定用户名的密码 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- schema + - 描述：写入数据库所在schema + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- column + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] + - 必选：是 + - 默认值：否 + - 字段类型：List + - 默认值：无 + +
+ +- preSql + - 描述：写入数据到目的表前，会先执行这里的一组标准语句 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
+ +- postSql + - 描述：写入数据到目的表后，会执行这里的一组标准语句 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
+ +- table + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- writeMode + - 描述：仅支持insert、update操作，可以搭配insertSqlMode使用 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- insertSqlMode + - 描述：控制写入数据到目标表采用 COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'语句，提高数据的插入效率 + - 注意: 目前该参数值固定传入 copy，否则抛出提示为not support insertSqlMode的RuntimeException。当指定此参数时，writeMode的值必须为 insert，否则设置无效 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- batchSize + - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 + - 必选：否 + - 字段类型：int + - 默认值：1024 + +
+ +## 四、配置示例 +1、insert +``` +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type":"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "kingbasewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:kingbase8://localhost:54321/test", + "table": [ + "tableTest" + ], + "schema":"test" + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` +2、 insert with copy mode +``` +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type":"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "kingbasewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:kingbase8://localhost:54321/ide", + "table": [ + "tableTest" + ], + "schema":"test" + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "insertSqlMode": "copy" + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` +3、 update +``` +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type":"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "kingbasewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:kingbase8://localhost:54321/ide", + "table": [ + "tableTest" + ], + "schema":"test" + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "update", + "updateKey": {"key": ["id"]}, + "column": ["id","user_id","name"], + "batchSize": 1024, + "preSql": [], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} +``` From e2035bf7e6049b19cc5a4f86f5061e9085d1aadf Mon Sep 17 00:00:00 2001 From: tudou Date: Wed, 13 Jan 2021 19:50:55 +0800 Subject: [PATCH 089/136] =?UTF-8?q?1=E3=80=81FlinkX=E5=8D=87=E7=BA=A7?= =?UTF-8?q?=E8=87=B31.11=202=E3=80=81=E5=88=A0=E9=99=A4kafka09=E6=8F=92?= =?UTF-8?q?=E4=BB=B6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/example/kafka09_stream.json | 36 - docs/questions.md | 9 +- docs/quickstart.md | 10 +- docs/realTime/reader/kafkareader.md | 53 +- docs/realTime/writer/kafkawriter.md | 81 +- flinkx-core/pom.xml | 33 +- .../com/dtstack/flinkx/util/DateUtil.java | 14 +- .../flinkx/emqx/format/EmqxOutputFormat.java | 5 +- .../com/dtstack/flinkx/ftp/FtpHandler.java | 2 + .../flinkx/ftp/reader/FtpInputFormat.java | 4 +- .../ftp/reader/FtpSeqBufferedReader.java | 22 +- .../hdfs/writer/HdfsOrcOutputFormat.java | 2 +- .../hdfs/writer/HdfsParquetOutputFormat.java | 2 +- .../hdfs/writer/HdfsTextOutputFormat.java | 5 +- .../flinkx-kafka09-reader/.gitignore | 13 - flinkx-kafka09/flinkx-kafka09-reader/pom.xml | 79 -- .../flinkx/kafka09/client/Kafka09Client.java | 93 -- .../kafka09/client/Kafka09Consumer.java | 45 - .../kafka09/format/Kafka09InputFormat.java | 80 -- .../flinkx/kafka09/reader/Kafka09Reader.java | 48 - .../flinkx-kafka09-writer/.gitignore | 13 - flinkx-kafka09/flinkx-kafka09-writer/pom.xml | 79 -- .../kafka09/format/Kafka09OutputFormat.java | 99 -- .../flinkx/kafka09/writer/Kafka09Writer.java | 70 -- flinkx-kafka09/pom.xml | 74 -- .../flinkx/kafkabase/KafkaConfigKeys.java | 6 - .../format/KafkaBaseInputFormat.java | 5 - .../format/KafkaBaseInputFormatBuilder.java | 4 - .../kafkabase/reader/KafkaBaseReader.java | 3 - flinkx-launcher/pom.xml | 8 +- .../launcher/perJob/FlinkPerJobUtil.java | 22 +- .../perJob/PerJobClusterClientBuilder.java | 10 +- .../deployment/ClusterSpecification.java | 19 +- .../flink/yarn/YarnClusterDescriptor.java | 899 ++++++++---------- .../src/main/resources/logback.xml | 22 + .../phoenix/format/PhoenixInputFormat.java | 3 +- .../phoenix/format/PhoenixOutputFormat.java | 3 +- .../phoenix5/format/Phoenix5InputFormat.java | 3 +- .../phoenix5/format/Phoenix5OutputFormat.java | 3 +- .../JdbcInputFormat.java | 4 +- flinkx-test/pom.xml | 12 - .../com/dtstack/flinkx/test/LocalTest.java | 4 - pom.xml | 8 +- 43 files changed, 548 insertions(+), 1461 deletions(-) delete mode 100644 docs/example/kafka09_stream.json delete mode 100644 flinkx-kafka09/flinkx-kafka09-reader/.gitignore delete mode 100644 flinkx-kafka09/flinkx-kafka09-reader/pom.xml delete mode 100644 flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Client.java delete mode 100644 flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Consumer.java delete mode 100644 flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09InputFormat.java delete mode 100644 flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java delete mode 100644 flinkx-kafka09/flinkx-kafka09-writer/.gitignore delete mode 100644 flinkx-kafka09/flinkx-kafka09-writer/pom.xml delete mode 100644 flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java delete mode 100644 flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09Writer.java delete mode 100644 flinkx-kafka09/pom.xml create mode 100644 flinkx-launcher/src/main/resources/logback.xml diff --git a/docs/example/kafka09_stream.json b/docs/example/kafka09_stream.json deleted file mode 100644 index cb69ecbee6..0000000000 --- a/docs/example/kafka09_stream.json +++ /dev/null @@ -1,36 +0,0 @@ -{ - "job": { - "content": [ - { - "reader": { - "parameter": { - "topic": "kafka09", - "groupId": "default", - "codec": "text", - "encoding": "UTF-8", - "blankIgnore": false, - "consumerSettings": { - "zookeeper.connect": "localhost:2181/kafka09" - } - }, - "name": "kafka09reader" - }, - "writer": { - "parameter": { - "print": true - }, - "name": "streamwriter" - } - } - ], - "setting": { - "restore": { - "isRestore": false, - "isStream": true - }, - "speed": { - "channel": 1 - } - } - } -} \ No newline at end of file diff --git a/docs/questions.md b/docs/questions.md index 64073f9c6c..9d707038ba 100644 --- a/docs/questions.md +++ b/docs/questions.md @@ -12,9 +12,12 @@ ./install_jars.sh ``` -### 2.FlinkX版本需要与Flink版本保持一致 -1.8_release版本对应flink1.8 -1.10_release版本对应flink1.10 版本 +### 2.FlinkX版本需要与Flink版本保持一致，最好小版本也保持一致 +| FlinkX分支 | Flink版本 | +| --- | --- | +| 1.8_release | Flink1.8.3 | +| 1.10_release | Flink1.10.1 | +| 1.11_release | Flink1.11.3 | 不对应在standalone和yarn session模式提交时，会报错： Caused by: java.io.InvalidClassException: org.apache.flink.api.common.operators.ResourceSpec; incompatible types for field cpuCores diff --git a/docs/quickstart.md b/docs/quickstart.md index 7fda36c0d9..cb346ac199 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -10,14 +10,14 @@ cd flinkx 2.直接下载源码 ``` -wget https://github.com/DTStack/flinkx/archive/1.10_release.zip -unzip 1.10_release.zip -cd 1.10_release +wget https://github.com/DTStack/flinkx/archive/1.11_release.zip +unzip 1.11_release.zip +cd 1.11_release ``` 3.直接下载源码和编译好的插件包(推荐) ``` -wget https://github.com/DTStack/flinkx/releases/download/1.10.4/flinkx.7z +wget https://github.com/DTStack/flinkx/releases/download/1.11.0/flinkx.7z 7za x flinkx.7z cd flinkx ``` @@ -253,7 +253,7 @@ bin/flinkx \ | **jobid** | 任务名称 | 无 | 否 | Flink Job | | **pluginRoot** | 插件根目录地址，也就是打包后产生的pluginRoot目录。 | 无 | 否 | $FLINKX_HOME/syncplugins | | **flinkconf** | flink配置文件所在的目录（单机模式下不需要） | $FLINK_HOME/conf | 否 | $FLINK_HOME/conf | -| **flinkLibJar** | flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.10.1/lib | $FLINK_HOME/lib | 否 | $FLINK_HOME/lib | +| **flinkLibJar** | flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.11.3/lib | $FLINK_HOME/lib | 否 | $FLINK_HOME/lib | | **yarnconf** | Hadoop配置文件（包括hdfs和yarn）所在的目录 | $HADOOP_HOME/etc/hadoop | 否 | $HADOOP_HOME/etc/hadoop | | **queue** | yarn队列，如default | 无 | 否 | default | | **pluginLoadMode** | yarn session模式插件加载方式 | 1.**classpath**：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快
2.**shipfile**：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 | 否 | shipfile | diff --git a/docs/realTime/reader/kafkareader.md b/docs/realTime/reader/kafkareader.md index bd94bc72ad..826a136e7a 100644 --- a/docs/realTime/reader/kafkareader.md +++ b/docs/realTime/reader/kafkareader.md @@ -1,14 +1,14 @@ # Kafka Reader ## 一、插件名称 -kafka插件存在四个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： +kafka插件存在三个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： | kafka版本 | 插件名称 | | --- | --- | -| kafka 0.9 | kafka09reader | | kafka 0.10 | kafka10reader | | kafka 0.11 | kafka11reader | | kafka 1.0及以后 | kafkareader | +注：从FlinkX1.11版本开始不再支持kafka 0.9 @@ -125,9 +125,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 - 必选：是 - 字段类型：Map - 默认值：无 - - 注意： - - kafka09 reader插件: consumerSettings必须至少包含`zookeeper.connect`参数 - - kafka09 reader以外的插件：consumerSettings必须至少包含`bootstrap.servers`参数 + - 注意：consumerSettings必须至少包含`bootstrap.servers`参数 - 如： ```json { @@ -139,44 +137,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 ## 三、配置示例 -#### 1、kafka09 -```json -{ - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "topic" : "kafka09", - "groupId" : "default", - "codec" : "text", - "encoding": "UTF-8", - "blankIgnore": false, - "consumerSettings" : { - "zookeeper.connect" : "localhost:2181/kafka09" - } - }, - "name" : "kafka09reader" - }, - "writer" : { - "parameter" : { - "print" : true - }, - "name" : "streamwriter" - } - } ], - "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : true - }, - "speed" : { - "channel" : 1 - } - } - } -} -``` -#### 2、kafka10 +#### 1、kafka10 ```json { "job": { @@ -215,7 +176,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 3、kafka11 +#### 2、kafka11 ```json { "job" : { @@ -252,7 +213,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 4、kafka +#### 3、kafka ```json { "job" : { @@ -291,7 +252,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 5、kafka->Hive +#### 4、kafka->Hive ```json { "job": { diff --git a/docs/realTime/writer/kafkawriter.md b/docs/realTime/writer/kafkawriter.md index 453e011411..6f958cc1de 100644 --- a/docs/realTime/writer/kafkawriter.md +++ b/docs/realTime/writer/kafkawriter.md @@ -1,15 +1,14 @@ # Kafka Writer ## 一、插件名称 -kafka插件存在四个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： +kafka插件存在三个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： | kafka版本 | 插件名称 | | --- | --- | -| kafka 0.9 | kafka09writer | | kafka 0.10 | kafka10writer | | kafka 0.11 | kafka11writer | | kafka 1.0及以后 | kafkawriter | - +注：从FlinkX1.11版本开始不再支持kafka 0.9 ## 二、参数说明 @@ -30,29 +29,12 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略
-- **encoding** - - 描述：编码 - - 注意：该参数只对kafka09reader插件有效 - - 必选：否 - - 字段类型：String - - 默认值：UTF-8 - -
- -- **brokerList** - - 描述：kafka broker地址列表 - - 注意：该参数只对kafka09writer插件有效 - - 必选：kafka09writer必选，其它kafka writer插件不用填 - - 字段类型：String - - 默认值：无 - -
- - **producerSettings** - 描述：kafka连接配置，支持所有`org.apache.kafka.clients.producer.ProducerConfig`中定义的配置 - - 必选：对于非kafka09 writer插件，该参数必填，且producerSettings中至少包含`bootstrap.servers`参数 + - 必选：是 - 字段类型：Map - 默认值：无 + - 注意：producerSettings中至少包含`bootstrap.servers`参数
@@ -68,54 +50,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 ## 三、配置示例 -#### 1、kafka09 -```json -{ - "job": { - "content": [{ - "reader": { - "name": "streamreader", - "parameter": { - "column": [ - { - "name": "id", - "type": "id" - }, - { - "name": "user_id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "sliceRecordCount" : ["100"] - } - }, - "writer" : { - "parameter": { - "timezone": "UTC", - "topic": "kafka09", - "encoding": "UTF-8", - "brokerList": "0.0.0.1:9092", - "tableFields": ["id","user_id","name"] - }, - "name": "kafka09writer" - } - } ], - "setting": { - "restore" : { - "isStream" : true - }, - "speed" : { - "channel" : 1 - } - } - } -} -``` -#### 2、kafka10 +#### 1、kafka10 ```json { "job": { @@ -163,7 +98,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 3、kafka11 +#### 2、kafka11 ```json { "job": { @@ -212,7 +147,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 4、kafka +#### 3、kafka ```json { "job": { @@ -260,7 +195,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 5、MySQL->kafka +#### 4、MySQL->kafka ```json { "job" : { diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index fd42d2ca17..b09612dffc 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -27,7 +27,7 @@ org.slf4j slf4j-log4j12 - 1.7.10 + 1.7.30 @@ -51,32 +51,21 @@ org.apache.flink - flink-runtime-web_2.11 + flink-streaming-java_${scala.binary.version} ${flink.version} - org.apache.flink - flink-streaming-java_2.11 - ${flink.version} - - - org.xerial.snappy - snappy-java - - - - - - org.apache.flink - flink-clients_2.11 + flink-clients_${scala.binary.version} ${flink.version} + + org.apache.flink - flink-hadoop-compatibility_2.11 + flink-hadoop-compatibility_${scala.binary.version} ${flink.version} @@ -86,15 +75,9 @@ - - commons-cli - commons-cli - 1.2 - - org.apache.flink - flink-yarn_2.11 + flink-yarn_${scala.binary.version} ${flink.version} @@ -106,7 +89,7 @@ org.apache.flink - flink-queryable-state-runtime_2.11 + flink-queryable-state-runtime_${scala.binary.version} ${flink.version} diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java index 919a515ecd..660afb3f2f 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java @@ -42,6 +42,8 @@ public class DateUtil { private static final String STANDARD_DATETIME_FORMAT = "standardDatetimeFormatter"; + private static final String STANDARD_DATETIME_FORMAT_FOR_MILLISECOND= "standardDatetimeFormatterForMillisecond"; + private static final String UN_STANDARD_DATETIME_FORMAT = "unStandardDatetimeFormatter"; private static final String DATE_FORMAT = "dateFormatter"; @@ -67,7 +69,6 @@ public class DateUtil { TimeZone timeZone = TimeZone.getTimeZone(TIME_ZONE); Map formatterMap = new HashMap<>(); - SimpleDateFormat standardDatetimeFormatter = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); standardDatetimeFormatter.setTimeZone(timeZone); formatterMap.put(STANDARD_DATETIME_FORMAT,standardDatetimeFormatter); @@ -88,7 +89,11 @@ public class DateUtil { yearFormatter.setTimeZone(timeZone); formatterMap.put(YEAR_FORMAT,yearFormatter); - return formatterMap; + SimpleDateFormat standardDatetimeFormatterOfMillisecond = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS"); + standardDatetimeFormatterOfMillisecond.setTimeZone(timeZone); + formatterMap.put(STANDARD_DATETIME_FORMAT_FOR_MILLISECOND,standardDatetimeFormatterOfMillisecond); + + return formatterMap; }); private DateUtil() {} @@ -236,6 +241,11 @@ public static SimpleDateFormat getDateTimeFormatter(){ return datetimeFormatter.get().get(STANDARD_DATETIME_FORMAT); } + //获取毫秒级别的日期解析 + public static SimpleDateFormat getDateTimeFormatterForMillisencond(){ + return datetimeFormatter.get().get(STANDARD_DATETIME_FORMAT_FOR_MILLISECOND); + } + public static SimpleDateFormat getDateFormatter(){ return datetimeFormatter.get().get(DATE_FORMAT); } diff --git a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java index fc15e5c688..9cac743adb 100644 --- a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java +++ b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java @@ -21,9 +21,9 @@ import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.MapUtil; import org.apache.commons.lang3.StringUtils; import org.apache.flink.types.Row; -import com.fasterxml.jackson.databind.ObjectMapper; import org.eclipse.paho.client.mqttv3.MqttClient; import org.eclipse.paho.client.mqttv3.MqttConnectOptions; import org.eclipse.paho.client.mqttv3.MqttException; @@ -54,7 +54,6 @@ public class EmqxOutputFormat extends BaseRichOutputFormat { private transient MqttClient client; protected static JsonDecoder jsonDecoder = new JsonDecoder(); - protected static ObjectMapper objectMapper = new ObjectMapper(); @Override @@ -96,7 +95,7 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { }else{ map = Collections.singletonMap("message", row.toString()); } - MqttMessage message = new MqttMessage(objectMapper.writeValueAsString(map).getBytes()); + MqttMessage message = new MqttMessage(MapUtil.writeValueAsString(map).getBytes()); message.setQos(qos); client.publish(topic, message); } catch (Throwable e) { diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java index aa8a3d083a..d51fd3adb4 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java @@ -69,6 +69,8 @@ public void loginFtpServer(FtpConfig ftpConfig) { // 不需要写死ftp server的OS TYPE,FTPClient getSystemType()方法会自动识别 ftpClient.setConnectTimeout(ftpConfig.getTimeout()); ftpClient.setDataTimeout(ftpConfig.getTimeout()); + //设置控制连接超时 + ftpClient.setSoTimeout(ftpConfig.getTimeout()); if (EFtpMode.PASV.name().equals(ftpConfig.getConnectPattern())) { ftpClient.enterRemotePassiveMode(); ftpClient.enterLocalPassiveMode(); diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java index f90c860ef1..92042c9a25 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java @@ -94,10 +94,10 @@ public void openInternal(InputSplit split) throws IOException { List paths = inputSplit.getPaths(); if (ftpConfig.getIsFirstLineHeader()){ - br = new FtpSeqBufferedReader(ftpHandler,paths.iterator()); + br = new FtpSeqBufferedReader(ftpHandler,paths.iterator(),ftpConfig); br.setFromLine(1); } else { - br = new FtpSeqBufferedReader(ftpHandler,paths.iterator()); + br = new FtpSeqBufferedReader(ftpHandler,paths.iterator(),ftpConfig); br.setFromLine(0); } br.setFileEncoding(ftpConfig.getEncoding()); diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java index 49badaec33..277fe09225 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.ftp.reader; +import com.dtstack.flinkx.ftp.FtpConfig; +import com.dtstack.flinkx.ftp.FtpHandlerFactory; import com.dtstack.flinkx.ftp.IFtpHandler; import com.dtstack.flinkx.ftp.FtpHandler; import org.slf4j.Logger; @@ -49,9 +51,13 @@ public class FtpSeqBufferedReader { private String fileEncoding; - public FtpSeqBufferedReader(IFtpHandler ftpHandler, Iterator iter) { + //ftp配置信息 + private FtpConfig ftpConfig; + + public FtpSeqBufferedReader(IFtpHandler ftpHandler, Iterator iter, FtpConfig ftpConfig) { this.ftpHandler = ftpHandler; this.iter = iter; + this.ftpConfig = ftpConfig; } public String readLine() throws IOException{ @@ -97,7 +103,19 @@ public void close() throws IOException { br = null; if (ftpHandler instanceof FtpHandler){ - ((FtpHandler) ftpHandler).getFtpClient().completePendingCommand(); + try { + ((FtpHandler) ftpHandler).getFtpClient().completePendingCommand(); + } catch (Exception e) { + //如果出现了超时异常，就直接获取一个新的ftpHandler + LOG.warn("FTPClient completePendingCommand has error ->",e); + try{ + ftpHandler.logoutFtpServer(); + }catch (Exception exception){ + LOG.warn("FTPClient logout has error ->",exception); + } + ftpHandler = FtpHandlerFactory.createFtpHandler(ftpConfig.getProtocol()); + ftpHandler.loginFtpServer(ftpConfig); + } } } } diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java index 22925d99eb..be11aacc12 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java @@ -240,7 +240,7 @@ private void getData(List recordList, int index, Row row) throws WriteRe case VARCHAR: case CHAR: if (column instanceof Timestamp){ - SimpleDateFormat fm = DateUtil.getDateTimeFormatter(); + SimpleDateFormat fm = DateUtil.getDateTimeFormatterForMillisencond(); recordList.add(fm.format(column)); }else if (column instanceof Map || column instanceof List){ recordList.add(gson.toJson(column)); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java index 84cfa835a1..f635c61348 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java @@ -238,7 +238,7 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ case "varchar" : case "string" : if (valObj instanceof Timestamp){ - val=DateUtil.getDateTimeFormatter().format(valObj); + val=DateUtil.getDateTimeFormatterForMillisencond().format(valObj); group.add(colName,val); }else if (valObj instanceof Map || valObj instanceof List){ group.add(colName,gson.toJson(valObj)); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java index 542f692704..e73ac5d850 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java @@ -23,9 +23,6 @@ import com.dtstack.flinkx.hdfs.ECompressType; import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.util.DateUtil; -import com.dtstack.flinkx.util.GsonUtil; -import com.google.gson.JsonElement; -import com.google.gson.JsonParser; import org.apache.commons.compress.compressors.bzip2.BZip2CompressorOutputStream; import org.apache.commons.compress.compressors.gzip.GzipCompressorOutputStream; import org.apache.flink.types.Row; @@ -209,7 +206,7 @@ private void appendDataToString(StringBuilder sb, Object column, ColumnType colu case VARCHAR: case CHAR: if (column instanceof Timestamp){ - SimpleDateFormat fm = DateUtil.getDateTimeFormatter(); + SimpleDateFormat fm = DateUtil.getDateTimeFormatterForMillisencond(); sb.append(fm.format(column)); }else if (column instanceof Map || column instanceof List){ sb.append(gson.toJson(column)); diff --git a/flinkx-kafka09/flinkx-kafka09-reader/.gitignore b/flinkx-kafka09/flinkx-kafka09-reader/.gitignore deleted file mode 100644 index ca7ca55c4c..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-reader/.gitignore +++ /dev/null @@ -1,13 +0,0 @@ -target -.idea/ -/.idea/* -*.pyc -*.swp -.DS_Store -/target -target -.class -.project -.classpath -*.eclipse.* -*.iml diff --git a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml b/flinkx-kafka09/flinkx-kafka09-reader/pom.xml deleted file mode 100644 index 7e90aa9af0..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-reader/pom.xml +++ /dev/null @@ -1,79 +0,0 @@ - - - - flinkx-kafka09 - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-kafka09-reader - - - - com.dtstack.flinkx - flinkx-kb-reader - 1.6 - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - com.google.common - shade.core.com.google.common - - - com.google.thirdparty - shade.core.com.google.thirdparty - - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Client.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Client.java deleted file mode 100644 index faacd2710d..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Client.java +++ /dev/null @@ -1,93 +0,0 @@ -/* - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.kafka09.client; - -import com.dtstack.flinkx.decoder.IDecode; -import com.dtstack.flinkx.kafkabase.client.IClient; -import com.dtstack.flinkx.kafkabase.entity.kafkaState; -import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; -import com.dtstack.flinkx.util.ExceptionUtil; -import kafka.consumer.ConsumerIterator; -import kafka.consumer.KafkaStream; -import kafka.message.MessageAndMetadata; -import org.apache.commons.lang3.tuple.Pair; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.util.Map; - -/** - * Date: 2019/12/25 - * Company: www.dtstack.com - * - * @author tudou - */ -public class Kafka09Client implements IClient { - - private static final Logger LOG = LoggerFactory.getLogger(Kafka09Client.class); - - private volatile boolean running = true; - private KafkaStream mStream; - private IDecode decode; - private KafkaBaseInputFormat format; - - public Kafka09Client(KafkaStream aStream, KafkaBaseInputFormat format) { - this.mStream = aStream; - this.decode = format.getDecode(); - this.format = format; - } - - @Override - public void run() { - Thread.currentThread().setUncaughtExceptionHandler((t, e) -> { - LOG.warn("KafkaClient run failed, Throwable = {}", ExceptionUtil.getErrorMessage(e)); - }); - try { - while (running) { - ConsumerIterator it = mStream.iterator(); - while (it.hasNext()) { - String m = null; - try { - MessageAndMetadata next = it.next(); - processMessage(new String(next.message(), format.getEncoding()), - next.topic(), - next.partition(), - next.offset(), - null); - } catch (Exception e) { - LOG.error("process event = {}, e = {}", m, ExceptionUtil.getErrorMessage(e)); - } - } - } - } catch (Exception t) { - LOG.error("kafka Consumer fetch error, e = {}", ExceptionUtil.getErrorMessage(t)); - } - } - - @Override - public void processMessage(String message, String topic, Integer partition, Long offset, Long timestamp) { - Map event = decode.decode(message); - if (event != null && event.size() > 0) { - format.processEvent(Pair.of(event, new kafkaState(topic, partition, offset, timestamp))); - } - } - - @Override - public void close() { - running = false; - } -} diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Consumer.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Consumer.java deleted file mode 100644 index 110ef449d5..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/client/Kafka09Consumer.java +++ /dev/null @@ -1,45 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.kafka09.client; - -import com.dtstack.flinkx.kafkabase.KafkaInputSplit; -import com.dtstack.flinkx.kafkabase.client.KafkaBaseConsumer; -import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; -import kafka.consumer.KafkaStream; - -import java.util.Properties; - -/** - * @company: www.dtstack.com - * @author: toutian - * @create: 2019/7/5 - */ -public class Kafka09Consumer extends KafkaBaseConsumer { - private KafkaStream mStream; - - public Kafka09Consumer(KafkaStream aStream) { - super(new Properties()); - this.mStream = aStream; - } - - @Override - public KafkaBaseConsumer createClient(String topic, String group, KafkaBaseInputFormat format, KafkaInputSplit kafkaInputSplit) { - client = new Kafka09Client(mStream, format); - return this; - } -} diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09InputFormat.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09InputFormat.java deleted file mode 100644 index bc4bcd9992..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09InputFormat.java +++ /dev/null @@ -1,80 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.kafka09.format; - -import com.dtstack.flinkx.kafka09.client.Kafka09Consumer; -import com.dtstack.flinkx.kafkabase.KafkaInputSplit; -import com.dtstack.flinkx.kafkabase.enums.KafkaVersion; -import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormat; -import com.dtstack.flinkx.kafkabase.util.KafkaUtil; -import kafka.consumer.ConsumerConfig; -import kafka.consumer.KafkaStream; -import kafka.javaapi.consumer.ConsumerConnector; -import org.apache.flink.core.io.InputSplit; - -import java.io.IOException; -import java.util.Collections; -import java.util.List; -import java.util.Map; -import java.util.Properties; - -/** - * @company: www.dtstack.com - * @author: toutian - * @create: 2019/7/5 - */ -public class Kafka09InputFormat extends KafkaBaseInputFormat { - - private transient ConsumerConnector consumerConnector; - - @Override - public void openInputFormat() throws IOException { - super.openInputFormat(); - Properties props = KafkaUtil.geneConsumerProp(consumerSettings, mode); - consumerConnector = kafka.consumer.Consumer.createJavaConsumerConnector(new ConsumerConfig(props)); - } - - @Override - protected void openInternal(InputSplit inputSplit) { - Map topicCountMap = Collections.singletonMap(topic, 1); - Map>> consumerMap = consumerConnector.createMessageStreams(topicCountMap); - - List> streams = consumerMap.get(topic); - for (final KafkaStream stream : streams) { - consumer = new Kafka09Consumer(stream); - } - consumer.createClient(topic, groupId, this, (KafkaInputSplit)inputSplit).execute(); - running = true; - } - - @Override - protected void closeInternal() { - if (running) { - consumerConnector.commitOffsets(true); - consumerConnector.shutdown(); - consumer.close(); - running = false; - LOG.warn("input kafka release."); - } - } - - @Override - public KafkaVersion getKafkaVersion() { - return KafkaVersion.kafka09; - } -} diff --git a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java b/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java deleted file mode 100644 index 31c6c6c5b4..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-reader/src/main/java/com/dtstack/flinkx/kafka09/reader/Kafka09Reader.java +++ /dev/null @@ -1,48 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.kafka09.reader; - -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.kafka09.format.Kafka09InputFormat; -import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; -import com.dtstack.flinkx.kafkabase.format.KafkaBaseInputFormatBuilder; -import com.dtstack.flinkx.kafkabase.reader.KafkaBaseReader; -import org.apache.commons.lang3.StringUtils; -import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; - -/** - * @company: www.dtstack.com - * @author: toutian - * @create: 2019/7/4 - */ -public class Kafka09Reader extends KafkaBaseReader { - - public Kafka09Reader(DataTransferConfig config, StreamExecutionEnvironment env) { - super(config, env); - //兼容历史脚本 - String id = consumerSettings.get(KafkaConfigKeys.GROUP_ID); - if(StringUtils.isNotBlank(id)){ - super.groupId = id; - } - } - - @Override - public KafkaBaseInputFormatBuilder getBuilder(){ - return new KafkaBaseInputFormatBuilder(new Kafka09InputFormat()); - } -} diff --git a/flinkx-kafka09/flinkx-kafka09-writer/.gitignore b/flinkx-kafka09/flinkx-kafka09-writer/.gitignore deleted file mode 100644 index ca7ca55c4c..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-writer/.gitignore +++ /dev/null @@ -1,13 +0,0 @@ -target -.idea/ -/.idea/* -*.pyc -*.swp -.DS_Store -/target -target -.class -.project -.classpath -*.eclipse.* -*.iml diff --git a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml b/flinkx-kafka09/flinkx-kafka09-writer/pom.xml deleted file mode 100644 index b774b700be..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-writer/pom.xml +++ /dev/null @@ -1,79 +0,0 @@ - - - - flinkx-kafka09 - com.dtstack.flinkx - 1.6 - - 4.0.0 - - flinkx-kafka09-writer - - - - com.dtstack.flinkx - flinkx-kb-writer - 1.6 - - - - - - - org.apache.maven.plugins - maven-shade-plugin - 3.1.0 - - - package - - shade - - - false - - - com.google.common - shade.core.com.google.common - - - com.google.thirdparty - shade.core.com.google.thirdparty - - - - - - - - maven-antrun-plugin - 1.2 - - - copy-resources - - package - - run - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java b/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java deleted file mode 100644 index 7d792f2619..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java +++ /dev/null @@ -1,99 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.kafka09.format; - -import com.dtstack.flinkx.kafkabase.format.KafkaBaseOutputFormat; -import com.dtstack.flinkx.kafkabase.util.Formatter; -import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; -import com.dtstack.flinkx.util.MapUtil; -import org.apache.flink.configuration.Configuration; -import org.apache.kafka.clients.producer.KafkaProducer; -import org.apache.kafka.clients.producer.ProducerRecord; -import org.apache.kafka.clients.producer.internals.DefaultPartitioner; - -import java.io.IOException; -import java.util.Map; -import java.util.Objects; -import java.util.concurrent.TimeUnit; - -/** - * @company: www.dtstack.com - * @author: toutian - * @create: 2019/7/5 - */ -public class Kafka09OutputFormat extends KafkaBaseOutputFormat { - - private String encoding; - private String brokerList; - private transient KafkaProducer producer; - private HeartBeatController heartBeatController; - - @Override - public void configure(Configuration parameters) { - props.put("key.serializer", org.apache.kafka.common.serialization.StringSerializer.class.getName()); - props.put("value.serializer", org.apache.kafka.common.serialization.StringSerializer.class.getName()); - props.put("producer.type", "sync"); - props.put("compression.codec", "none"); - props.put("request.required.acks", "1"); - props.put("batch.num.messages", "1024"); - props.put("partitioner.class", DefaultPartitioner.class.getName()); - - props.put("client.id", ""); - - if (producerSettings != null) { - props.putAll(producerSettings); - } - props.put("metadata.broker.list", brokerList); - producer = new KafkaProducer<>(props); - - super.configure(parameters); - } - - @Override - protected void emit(Map event) throws IOException { - heartBeatController.acquire(); - String tp = Formatter.format(event, topic, timezone); - producer.send(new ProducerRecord<>(tp, event.toString(), MapUtil.writeValueAsString(event)), (metadata, exception) -> { - if (Objects.nonNull(exception)) { - LOG.warn("kafka writeSingleRecordInternal error:{}", exception.getMessage(), exception); - heartBeatController.onFailed(exception); - } else { - heartBeatController.onSuccess(); - } - }); - } - - @Override - public void closeInternal() { - LOG.info("kafka output closeInternal."); - //未设置具体超时时间 关闭时间默认是long.value 导致整个方法长时间等待关闭不了，因此明确指定20s时间 - producer.close(KafkaBaseOutputFormat.CLOSE_TIME, TimeUnit.MILLISECONDS); - } - - public void setEncoding(String encoding) { - this.encoding = encoding; - } - - public void setBrokerList(String brokerList) { - this.brokerList = brokerList; - } - - public void setHeartBeatController(HeartBeatController heartBeatController) { - this.heartBeatController = heartBeatController; - } -} diff --git a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09Writer.java b/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09Writer.java deleted file mode 100644 index 4caa61ba91..0000000000 --- a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/writer/Kafka09Writer.java +++ /dev/null @@ -1,70 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.kafka09.writer; - -import com.dtstack.flinkx.config.DataTransferConfig; -import com.dtstack.flinkx.config.WriterConfig; -import com.dtstack.flinkx.kafka09.format.Kafka09OutputFormat; -import com.dtstack.flinkx.kafkabase.KafkaConfigKeys; -import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; -import com.dtstack.flinkx.kafkabase.writer.KafkaBaseWriter; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.streaming.api.datastream.DataStream; -import org.apache.flink.streaming.api.datastream.DataStreamSink; -import org.apache.flink.types.Row; - -import java.nio.charset.StandardCharsets; - -/** - * @company: www.dtstack.com - * @author: toutian - * @create: 2019/7/4 - */ -public class Kafka09Writer extends KafkaBaseWriter { - - private String encoding; - private String brokerList; - - public Kafka09Writer(DataTransferConfig config) { - super(config); - WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); - encoding = writerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_ENCODING, StandardCharsets.UTF_8.name()); - brokerList = writerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_BROKER_LIST); - if (StringUtils.isBlank(brokerList)) { - throw new RuntimeException("brokerList can not be empty!"); - } - } - - @Override - public DataStreamSink writeData(DataStream dataSet) { - Kafka09OutputFormat format = new Kafka09OutputFormat(); - format.setTimezone(timezone); - format.setEncoding(encoding); - format.setTopic(topic); - format.setTableFields(tableFields); - format.setBrokerList(brokerList); - format.setProducerSettings(producerSettings); - format.setRestoreConfig(restoreConfig); - format.setHeartBeatController(new HeartBeatController()); - - format.setDirtyPath(dirtyPath); - format.setDirtyHadoopConfig(dirtyHadoopConfig); - format.setSrcFieldNames(srcCols); - return createOutput(dataSet, format); - } -} diff --git a/flinkx-kafka09/pom.xml b/flinkx-kafka09/pom.xml deleted file mode 100644 index 3a8a141fcc..0000000000 --- a/flinkx-kafka09/pom.xml +++ /dev/null @@ -1,74 +0,0 @@ - - - - flinkx-all - com.dtstack.flinkx - 1.6 - - 4.0.0 - pom - - flinkx-kafka09 - - - flinkx-kafka09-reader - flinkx-kafka09-writer - - - - - com.dtstack.flinkx - flinkx-core - 1.6 - provided - - - ch.qos.logback - logback-classic - - - ch.qos.logback - logback-core - - - - - org.apache.kafka - kafka_2.11 - 0.9.0.1 - - - slf4j-api - org.slf4j - - - slf4j-log4j12 - org.slf4j - - - log4j - log4j - - - scala-library - org.scala-lang - - - netty - io.netty - - - snappy-java - org.xerial.snappy - - - junit - junit - - - - - - \ No newline at end of file diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java index ccc5bf84db..afe9c94a22 100755 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java @@ -39,12 +39,6 @@ public class KafkaConfigKeys { public static final String KEY_OFFSET = "offset"; public static final String KEY_TIMESTAMP = "timestamp"; - /** - * kafka 09 - */ - public static final String KEY_ENCODING = "encoding"; - public static final String KEY_BROKER_LIST = "brokerList"; - public static final String GROUP_ID = "group.id"; public static final String BOOTSTRAP_SERVERS= "bootstrap.servers"; diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java index 678832cd3f..90ef168fa2 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java @@ -60,7 +60,6 @@ public class KafkaBaseInputFormat extends BaseRichInputFormat { protected String groupId; protected String codec; protected boolean blankIgnore; - protected String encoding; protected StartupMode mode; protected String offset; protected Long timestamp; @@ -175,10 +174,6 @@ public Object getState(){ return formatState == null ? null : formatState.getState(); } - public String getEncoding() { - return encoding; - } - public IDecode getDecode() { return decode; } diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormatBuilder.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormatBuilder.java index b140a6747d..f46655dbf6 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormatBuilder.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormatBuilder.java @@ -64,10 +64,6 @@ public void setConsumerSettings(Map consumerSettings) { format.consumerSettings = consumerSettings; } - public void setEncoding(String encoding) { - format.encoding = encoding; - } - public void setMode(StartupMode mode) { format.mode = mode; } diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java index dacfc4ba0e..614dbbd7ae 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/reader/KafkaBaseReader.java @@ -29,7 +29,6 @@ import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; -import java.nio.charset.StandardCharsets; import java.util.List; import java.util.Map; @@ -59,7 +58,6 @@ public KafkaBaseReader(DataTransferConfig config, StreamExecutionEnvironment env groupId = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_GROUP_ID, "default"); codec = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_CODEC, "text"); blankIgnore = readerConfig.getParameter().getBooleanVal(KafkaConfigKeys.KEY_BLANK_IGNORE, false); - encoding = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_ENCODING, StandardCharsets.UTF_8.name()); mode = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_MODE, StartupMode.GROUP_OFFSETS.name); offset = readerConfig.getParameter().getStringVal(KafkaConfigKeys.KEY_OFFSET, ""); timestamp = readerConfig.getParameter().getLongVal(KafkaConfigKeys.KEY_TIMESTAMP, -1L); @@ -76,7 +74,6 @@ public DataStream readData() { builder.setGroupId(groupId); builder.setCodec(codec); builder.setBlankIgnore(blankIgnore); - builder.setEncoding(encoding); builder.setConsumerSettings(consumerSettings); builder.setMode(StartupMode.getFromName(mode)); builder.setOffset(offset); diff --git a/flinkx-launcher/pom.xml b/flinkx-launcher/pom.xml index 9c52b9d958..8d26b84b5d 100644 --- a/flinkx-launcher/pom.xml +++ b/flinkx-launcher/pom.xml @@ -13,9 +13,9 @@ - ch.qos.logback - logback-classic - 1.1.7 + ch.qos.logback + logback-classic + 1.1.7 @@ -30,8 +30,6 @@ - - com.google.code.gson gson diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java index 2ee9028014..5718ba229a 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/FlinkPerJobUtil.java @@ -43,9 +43,9 @@ public class FlinkPerJobUtil { * the minimum memory should be higher than the min heap cutoff */ public final static int MIN_JM_MEMORY = 768; - public final static int MIN_TM_MEMORY = 768; - public final static String JOBMANAGER_MEMORY_MB = "jobmanager.memory.mb"; - public final static String TASKMANAGER_MEMORY_MB = "taskmanager.memory.mb"; + public final static int MIN_TM_MEMORY = 1024; + public final static String JOBMANAGER_MEMORY_MB = "jobmanager.memory.process.size"; + public final static String TASKMANAGER_MEMORY_MB = "taskmanager.memory.process.size"; public final static String SLOTS_PER_TASKMANAGER = "taskmanager.slots"; private static final Logger LOG = LoggerFactory.getLogger(FlinkPerJobUtil.class); @@ -56,16 +56,16 @@ public class FlinkPerJobUtil { * @return */ public static ClusterSpecification createClusterSpecification(Properties conProp) { - int jobmanagerMemoryMb = 768; - int taskmanagerMemoryMb = 768; + int jobManagerMemoryMb = 768; + int taskManagerMemoryMb = 1024; int slotsPerTaskManager = 1; if (conProp != null) { - if (conProp.containsKey(JOBMANAGER_MEMORY_MB)) { - jobmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(JOBMANAGER_MEMORY_MB))); + if (conProp.contains(JOBMANAGER_MEMORY_MB)) { + jobManagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(JOBMANAGER_MEMORY_MB))); } - if (conProp.containsKey(TASKMANAGER_MEMORY_MB)) { - taskmanagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TASKMANAGER_MEMORY_MB))); + if (conProp.contains(TASKMANAGER_MEMORY_MB)) { + taskManagerMemoryMb = Math.max(MIN_JM_MEMORY, ValueUtil.getInt(conProp.getProperty(TASKMANAGER_MEMORY_MB))); } if (conProp.containsKey(SLOTS_PER_TASKMANAGER)) { slotsPerTaskManager = ValueUtil.getInt(conProp.get(SLOTS_PER_TASKMANAGER)); @@ -73,8 +73,8 @@ public static ClusterSpecification createClusterSpecification(Properties conProp } return new ClusterSpecification.ClusterSpecificationBuilder() - .setMasterMemoryMB(jobmanagerMemoryMb) - .setTaskManagerMemoryMB(taskmanagerMemoryMb) + .setMasterMemoryMB(jobManagerMemoryMb) + .setTaskManagerMemoryMB(taskManagerMemoryMb) .setSlotsPerTaskManager(slotsPerTaskManager) .createClusterSpecification(); } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java index cf8c8caef5..f13251a5ed 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/perJob/PerJobClusterClientBuilder.java @@ -26,8 +26,8 @@ import org.apache.flink.runtime.security.SecurityUtils; import org.apache.flink.yarn.YarnClientYarnClusterInformationRetriever; import org.apache.flink.yarn.YarnClusterDescriptor; -import org.apache.flink.yarn.cli.FlinkYarnSessionCli; import org.apache.flink.yarn.configuration.YarnConfigOptionsInternal; +import org.apache.flink.yarn.configuration.YarnLogConfigUtil; import org.apache.hadoop.fs.Path; import org.apache.hadoop.yarn.client.api.YarnClient; import org.apache.hadoop.yarn.conf.YarnConfiguration; @@ -99,13 +99,13 @@ public YarnClusterDescriptor createPerJobClusterDescriptor(Options launcherOptio throw new IllegalArgumentException("The Flink jar path is null"); } - File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + File log4j = new File(launcherOptions.getFlinkconf()+ File.separator + YarnLogConfigUtil.CONFIG_FILE_LOG4J_NAME); if(log4j.exists()){ - flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME); + flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + YarnLogConfigUtil.CONFIG_FILE_LOG4J_NAME); } else{ - File logback = new File(launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); + File logback = new File(launcherOptions.getFlinkconf()+ File.separator + YarnLogConfigUtil.CONFIG_FILE_LOGBACK_NAME); if(logback.exists()){ - flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME); + flinkConfig.setString(YarnConfigOptionsInternal.APPLICATION_LOG_CONFIG_FILE, launcherOptions.getFlinkconf()+ File.separator + YarnLogConfigUtil.CONFIG_FILE_LOGBACK_NAME); } } diff --git a/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java index 3f37518c41..f95543a97f 100644 --- a/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java +++ b/flinkx-launcher/src/main/java/org/apache/flink/client/deployment/ClusterSpecification.java @@ -19,10 +19,7 @@ package org.apache.flink.client.deployment; import org.apache.flink.client.program.PackagedProgram; -import org.apache.flink.configuration.ConfigConstants; import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.JobManagerOptions; -import org.apache.flink.configuration.TaskManagerOptions; import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.jobgraph.SavepointRestoreSettings; import org.apache.hadoop.yarn.conf.YarnConfiguration; @@ -62,20 +59,6 @@ private ClusterSpecification(int masterMemoryMB, int taskManagerMemoryMB, int nu this.priority = priority; } - public static ClusterSpecification fromConfiguration(Configuration configuration) { - int slots = configuration.getInteger(ConfigConstants.TASK_MANAGER_NUM_TASK_SLOTS, 1); - - int jobManagerMemoryMb = configuration.getInteger(JobManagerOptions.JOB_MANAGER_HEAP_MEMORY_MB); - int taskManagerMemoryMb = configuration.getInteger(TaskManagerOptions.TASK_MANAGER_HEAP_MEMORY_MB); - - return new ClusterSpecificationBuilder() - .setMasterMemoryMB(jobManagerMemoryMb) - .setTaskManagerMemoryMB(taskManagerMemoryMb) - .setNumberTaskManagers(1) - .setSlotsPerTaskManager(slots) - .createClusterSpecification(); - } - public PackagedProgram getProgram() { return program; } @@ -200,7 +183,7 @@ public String toString() { */ public static class ClusterSpecificationBuilder { private int masterMemoryMB = 768; - private int taskManagerMemoryMB = 768; + private int taskManagerMemoryMB = 1024; private int numberTaskManagers = 1; private int slotsPerTaskManager = 1; private int parallelism = 1; diff --git a/flinkx-launcher/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java b/flinkx-launcher/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java index 3827005790..3d13479ef5 100644 --- a/flinkx-launcher/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java +++ b/flinkx-launcher/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java @@ -18,6 +18,9 @@ package org.apache.flink.yarn; +import com.dtstack.flinkx.constants.ConfigConstant; +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.launcher.perJob.FlinkPerJobUtil; import org.apache.commons.lang3.StringUtils; import org.apache.flink.annotation.VisibleForTesting; import org.apache.flink.api.common.cache.DistributedCache; @@ -26,32 +29,60 @@ import org.apache.flink.client.deployment.ClusterDescriptor; import org.apache.flink.client.deployment.ClusterRetrieveException; import org.apache.flink.client.deployment.ClusterSpecification; +import org.apache.flink.client.deployment.application.ApplicationConfiguration; import org.apache.flink.client.program.ClusterClientProvider; import org.apache.flink.client.program.PackagedProgram; import org.apache.flink.client.program.PackagedProgramUtils; import org.apache.flink.client.program.rest.RestClusterClient; -import org.apache.flink.configuration.*; +import org.apache.flink.configuration.ConfigConstants; +import org.apache.flink.configuration.ConfigUtils; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.configuration.ConfigurationUtils; +import org.apache.flink.configuration.CoreOptions; +import org.apache.flink.configuration.HighAvailabilityOptions; +import org.apache.flink.configuration.IllegalConfigurationException; +import org.apache.flink.configuration.JobManagerOptions; +import org.apache.flink.configuration.PipelineOptions; +import org.apache.flink.configuration.ResourceManagerOptions; +import org.apache.flink.configuration.RestOptions; +import org.apache.flink.configuration.SecurityOptions; import org.apache.flink.core.plugin.PluginConfig; import org.apache.flink.core.plugin.PluginUtils; import org.apache.flink.runtime.clusterframework.BootstrapTools; import org.apache.flink.runtime.entrypoint.ClusterEntrypoint; import org.apache.flink.runtime.jobgraph.JobGraph; import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; +import org.apache.flink.runtime.jobmanager.JobManagerProcessSpec; +import org.apache.flink.runtime.jobmanager.JobManagerProcessUtils; +import org.apache.flink.runtime.util.HadoopUtils; import org.apache.flink.util.FlinkException; import org.apache.flink.util.Preconditions; import org.apache.flink.util.ShutdownHookUtil; import org.apache.flink.yarn.configuration.YarnConfigOptions; import org.apache.flink.yarn.configuration.YarnConfigOptionsInternal; +import org.apache.flink.yarn.configuration.YarnDeploymentTarget; +import org.apache.flink.yarn.configuration.YarnLogConfigUtil; +import org.apache.flink.yarn.entrypoint.YarnApplicationClusterEntryPoint; import org.apache.flink.yarn.entrypoint.YarnJobClusterEntrypoint; import org.apache.flink.yarn.entrypoint.YarnSessionClusterEntrypoint; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; -import org.apache.hadoop.fs.permission.FsAction; -import org.apache.hadoop.fs.permission.FsPermission; +import org.apache.hadoop.hdfs.DFSConfigKeys; import org.apache.hadoop.security.UserGroupInformation; import org.apache.hadoop.yarn.api.ApplicationConstants; import org.apache.hadoop.yarn.api.protocolrecords.GetNewApplicationResponse; -import org.apache.hadoop.yarn.api.records.*; +import org.apache.hadoop.yarn.api.records.ApplicationId; +import org.apache.hadoop.yarn.api.records.ApplicationReport; +import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext; +import org.apache.hadoop.yarn.api.records.ContainerLaunchContext; +import org.apache.hadoop.yarn.api.records.FinalApplicationStatus; +import org.apache.hadoop.yarn.api.records.NodeReport; +import org.apache.hadoop.yarn.api.records.NodeState; +import org.apache.hadoop.yarn.api.records.Priority; +import org.apache.hadoop.yarn.api.records.QueueInfo; +import org.apache.hadoop.yarn.api.records.Resource; +import org.apache.hadoop.yarn.api.records.YarnApplicationState; +import org.apache.hadoop.yarn.api.records.YarnClusterMetrics; import org.apache.hadoop.yarn.client.api.YarnClient; import org.apache.hadoop.yarn.client.api.YarnClientApplication; import org.apache.hadoop.yarn.conf.YarnConfiguration; @@ -62,30 +93,36 @@ import org.slf4j.LoggerFactory; import javax.annotation.Nullable; -import java.io.*; +import java.io.ByteArrayOutputStream; +import java.io.File; +import java.io.FileOutputStream; +import java.io.IOException; +import java.io.ObjectOutputStream; +import java.io.PrintStream; +import java.io.UnsupportedEncodingException; import java.lang.reflect.InvocationTargetException; import java.lang.reflect.Method; +import java.net.URI; import java.net.URISyntaxException; import java.net.URLDecoder; import java.nio.charset.Charset; -import java.nio.file.FileVisitResult; -import java.nio.file.Files; -import java.nio.file.SimpleFileVisitor; -import java.nio.file.attribute.BasicFileAttributes; -import java.util.*; +import java.util.Collection; +import java.util.Collections; +import java.util.HashMap; +import java.util.HashSet; +import java.util.LinkedList; +import java.util.List; +import java.util.Map; +import java.util.Optional; +import java.util.Set; import java.util.stream.Collectors; -import static com.dtstack.flinkx.constants.ConfigConstant.FLINK_PLUGIN_LOAD_MODE_KEY; -import static com.dtstack.flinkx.constants.ConstantValue.SHIP_FILE_PLUGIN_LOAD_MODE; -import static com.dtstack.flinkx.launcher.perJob.FlinkPerJobUtil.buildProgram; -import static com.dtstack.flinkx.launcher.perJob.FlinkPerJobUtil.getUrlFormat; import static org.apache.flink.configuration.ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR; import static org.apache.flink.configuration.ConfigConstants.ENV_FLINK_LIB_DIR; import static org.apache.flink.runtime.entrypoint.component.FileJobGraphRetriever.JOB_GRAPH_FILE_PATH; import static org.apache.flink.util.Preconditions.checkArgument; import static org.apache.flink.util.Preconditions.checkNotNull; -import static org.apache.flink.yarn.cli.FlinkYarnSessionCli.CONFIG_FILE_LOG4J_NAME; -import static org.apache.flink.yarn.cli.FlinkYarnSessionCli.CONFIG_FILE_LOGBACK_NAME; +import static org.apache.flink.yarn.YarnConfigKeys.LOCAL_RESOURCE_DESCRIPTOR_SEPARATOR; /** * The descriptor with deployment information for deploying a Flink cluster on Yarn. @@ -106,11 +143,17 @@ public class YarnClusterDescriptor implements ClusterDescriptor { private final List shipFiles = new LinkedList<>(); private final String yarnQueue; + + private Path flinkJarPath; + private final Configuration flinkConfiguration; + private final String customName; + private final String nodeLabel; + private final String applicationType; - private Path flinkJarPath; + private String zookeeperNamespace; private YarnConfigOptions.UserJarInclusion userJarInclusion; @@ -142,161 +185,6 @@ public YarnClusterDescriptor( this.zookeeperNamespace = flinkConfiguration.getString(HighAvailabilityOptions.HA_CLUSTER_ID, null); } - /** - * Uploads and registers a single resource and adds it to localResources. - * - * @param key - * the key to add the resource under - * @param fs - * the remote file system to upload to - * @param appId - * application ID - * @param localSrcPath - * local path to the file - * @param localResources - * map of resources - * - * @return the remote path to the uploaded resource - */ - private static Path setupSingleLocalResource( - String key, - FileSystem fs, - ApplicationId appId, - Path localSrcPath, - Map localResources, - Path targetHomeDir, - String relativeTargetPath) throws IOException { - Tuple2 resource = Utils.setupLocalResource( - fs, - appId.toString(), - localSrcPath, - targetHomeDir, - relativeTargetPath); - - localResources.put(key, resource.f1); - - return resource.f0; - } - - /** - * Match file name for "flink-dist*.jar" pattern. - * - * @param fileName file name to check - * @return true if file is a dist jar - */ - private static boolean isDistJar(String fileName) { - return fileName.startsWith("flink-dist") && fileName.endsWith("jar"); - } - - /** - * Recursively uploads (and registers) any (user and system) files in shipFiles except - * for files matching "flink-dist*.jar" which should be uploaded separately. - * - * @param shipFiles - * files to upload - * @param fs - * file system to upload to - * @param targetHomeDir - * remote home directory to upload to - * @param appId - * application ID - * @param remotePaths - * paths of the remote resources (uploaded resources will be added) - * @param localResources - * map of resources (uploaded resources will be added) - * @param localResourcesDirectory - * the directory the localResources are uploaded to - * @param envShipFileList - * list of shipped files in a format understood by {@link Utils#createTaskExecutorContext} - * - * @return list of class paths with the the proper resource keys from the registration - */ - static List uploadAndRegisterFiles( - Collection shipFiles, - FileSystem fs, - Path targetHomeDir, - ApplicationId appId, - List remotePaths, - Map localResources, - String localResourcesDirectory, - StringBuilder envShipFileList) throws IOException { - final List localPaths = new ArrayList<>(); - final List relativePaths = new ArrayList<>(); - for (File shipFile : shipFiles) { - if (shipFile.isDirectory()) { - // add directories to the classpath - final java.nio.file.Path shipPath = shipFile.toPath(); - final java.nio.file.Path parentPath = shipPath.getParent(); - Files.walkFileTree(shipPath, new SimpleFileVisitor() { - @Override - public FileVisitResult visitFile(java.nio.file.Path file, BasicFileAttributes attrs) { - localPaths.add(new Path(file.toUri())); - relativePaths.add(new Path(localResourcesDirectory, parentPath.relativize(file).toString())); - return FileVisitResult.CONTINUE; - } - }); - } else { - localPaths.add(new Path(shipFile.toURI())); - relativePaths.add(new Path(localResourcesDirectory, shipFile.getName())); - } - } - - final Set archives = new HashSet<>(); - final Set resources = new HashSet<>(); - for (int i = 0; i < localPaths.size(); i++) { - final Path localPath = localPaths.get(i); - final Path relativePath = relativePaths.get(i); - if (!isDistJar(relativePath.getName())) { - final String key = relativePath.toString(); - final Path remotePath = setupSingleLocalResource( - key, - fs, - appId, - localPath, - localResources, - targetHomeDir, - relativePath.getParent().toString()); - remotePaths.add(remotePath); - envShipFileList.append(key).append("=").append(remotePath).append(","); - // add files to the classpath - if (key.endsWith("jar")) { - archives.add(relativePath.toString()); - } else { - resources.add(relativePath.getParent().toString()); - } - } - } - - // construct classpath, we always want resource directories to go first, we also sort - // both resources and archives in order to make classpath deterministic - final ArrayList classPaths = new ArrayList<>(); - resources.stream().sorted().forEach(classPaths::add); - archives.stream().sorted().forEach(classPaths::add); - return classPaths; - } - - private static YarnConfigOptions.UserJarInclusion getUserJarInclusionMode(org.apache.flink.configuration.Configuration config) { - return config.getEnum(YarnConfigOptions.UserJarInclusion.class, YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR); - } - - private static boolean isUsrLibDirIncludedInShipFiles(List shipFiles) { - return shipFiles.stream() - .filter(File::isDirectory) - .map(File::getName) - .noneMatch(name -> name.equals(DEFAULT_FLINK_USR_LIB_DIR)); - } - - public static void logDetachedClusterInformation(ApplicationId yarnApplicationId, Logger logger) { - logger.info( - "The Flink YARN session cluster has been started in detached mode. In order to " + - "stop Flink gracefully, use the following command:\n" + - "$ echo \"stop\" | ./bin/yarn-session.sh -id {}\n" + - "If this should not be possible, then you can also kill Flink via YARN's web interface or via:\n" + - "$ yarn application -kill {}\n" + - "Note that killing Flink might not clean up all job artifacts and temporary files.", - yarnApplicationId, yarnApplicationId); - } - private Optional> decodeDirsToShipToCluster(final Configuration configuration) { checkNotNull(configuration); @@ -358,10 +246,6 @@ public Configuration getFlinkConfiguration() { return flinkConfiguration; } - // ------------------------------------------------------------- - // Lifecycle management - // ------------------------------------------------------------- - public void setLocalJarPath(Path localJarPath) { if (!localJarPath.toString().endsWith("jar")) { throw new IllegalArgumentException("The passed jar path ('" + localJarPath + "') does not end with the 'jar' extension"); @@ -369,27 +253,12 @@ public void setLocalJarPath(Path localJarPath) { this.flinkJarPath = localJarPath; } - // ------------------------------------------------------------- - // ClusterClient overrides - // ------------------------------------------------------------- - - /** - * Adds the given files to the list of files to ship. - * - *

Note that any file matching "flink-dist*.jar" will be excluded from the upload by - * {@link #uploadAndRegisterFiles(Collection, FileSystem, Path, ApplicationId, List, Map, String, StringBuilder)} - * since we upload the Flink uber jar ourselves and do not need to deploy it multiple times. - * - * @param shipFiles files to ship - */ - public void addShipFiles(List shipFiles) { - checkArgument(userJarInclusion != YarnConfigOptions.UserJarInclusion.DISABLED || isUsrLibDirIncludedInShipFiles(shipFiles), - "This is an illegal ship directory : %s. When setting the %s to %s the name of ship directory can not be %s.", - ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR, - YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR.key(), - YarnConfigOptions.UserJarInclusion.DISABLED, - ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR); - this.shipFiles.addAll(shipFiles); + private static String encodeYarnLocalResourceDescriptorListToString(List resources) { + return String.join( + LOCAL_RESOURCE_DESCRIPTOR_SEPARATOR, + resources.stream() + .map(YarnLocalResourceDescriptor::toString) + .collect(Collectors.toList())); } private void isReadyForDeployment(ClusterSpecification clusterSpecification) throws Exception { @@ -444,6 +313,10 @@ public String getNodeLabel() { return nodeLabel; } + // ------------------------------------------------------------- + // Lifecycle management + // ------------------------------------------------------------- + @Override public void close() { if (!sharedYarnClient) { @@ -451,6 +324,10 @@ public void close() { } } + // ------------------------------------------------------------- + // ClusterClient overrides + // ------------------------------------------------------------- + @Override public ClusterClientProvider retrieve(ApplicationId applicationId) throws ClusterRetrieveException { @@ -500,6 +377,10 @@ public ClusterClientProvider deploySessionCluster(ClusterSpecific } } + private static YarnConfigOptions.UserJarInclusion getUserJarInclusionMode(org.apache.flink.configuration.Configuration config) { + return config.getEnum(YarnConfigOptions.UserJarInclusion.class, YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR); + } + @Override public ClusterClientProvider deployJobCluster( ClusterSpecification clusterSpecification, @@ -517,13 +398,119 @@ public ClusterClientProvider deployJobCluster( } } + private static boolean isUsrLibDirIncludedInShipFiles(List shipFiles) { + return shipFiles.stream() + .filter(File::isDirectory) + .map(File::getName) + .noneMatch(name -> name.equals(DEFAULT_FLINK_USR_LIB_DIR)); + } + + public static void logDetachedClusterInformation(ApplicationId yarnApplicationId, Logger logger) { + logger.info( + "The Flink YARN session cluster has been started in detached mode. In order to " + + "stop Flink gracefully, use the following command:\n" + + "$ echo \"stop\" | ./bin/yarn-session.sh -id {}\n" + + "If this should not be possible, then you can also kill Flink via YARN's web interface or via:\n" + + "$ yarn application -kill {}\n" + + "Note that killing Flink might not clean up all job artifacts and temporary files.", + yarnApplicationId, yarnApplicationId); + } + + /** + * Adds the given files to the list of files to ship. + * + *

Note that any file matching "flink-dist*.jar" will be excluded from the upload by + * {@link YarnApplicationFileUploader#registerMultipleLocalResources(Collection, String)} + * since we upload the Flink uber jar ourselves and do not need to deploy it multiple times. + * + * @param shipFiles files to ship + */ + public void addShipFiles(List shipFiles) { + checkArgument(userJarInclusion != YarnConfigOptions.UserJarInclusion.DISABLED || isUsrLibDirIncludedInShipFiles(shipFiles), + "This is an illegal ship directory : %s. When setting the %s to %s the name of ship directory can not be %s.", + ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR, + YarnConfigOptions.CLASSPATH_INCLUDE_USER_JAR.key(), + YarnConfigOptions.UserJarInclusion.DISABLED, + ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR); + this.shipFiles.addAll(shipFiles); + } + + @Override + public ClusterClientProvider deployApplicationCluster( + final ClusterSpecification clusterSpecification, + final ApplicationConfiguration applicationConfiguration) throws ClusterDeploymentException { + checkNotNull(clusterSpecification); + checkNotNull(applicationConfiguration); + + final YarnDeploymentTarget deploymentTarget = YarnDeploymentTarget.fromConfig(flinkConfiguration); + if (YarnDeploymentTarget.APPLICATION != deploymentTarget) { + throw new ClusterDeploymentException( + "Couldn't deploy Yarn Application Cluster." + + " Expected deployment.target=" + YarnDeploymentTarget.APPLICATION.getName() + + " but actual one was \"" + deploymentTarget.getName() + "\""); + } + + applicationConfiguration.applyToConfiguration(flinkConfiguration); + + final List pipelineJars = flinkConfiguration.getOptional(PipelineOptions.JARS).orElse(Collections.emptyList()); + Preconditions.checkArgument(pipelineJars.size() == 1, "Should only have one jar"); + + try { + return deployInternal( + clusterSpecification, + "Flink Application Cluster", + YarnApplicationClusterEntryPoint.class.getName(), + null, + false); + } catch (Exception e) { + throw new ClusterDeploymentException("Couldn't deploy Yarn Application Cluster", e); + } + } + + private void checkYarnQueues(YarnClient yarnClient) { + try { + List queues = yarnClient.getAllQueues(); + if (queues.size() > 0 && this.yarnQueue != null) { // check only if there are queues configured in yarn and for this session. + boolean queueFound = false; + for (QueueInfo queue : queues) { + if (queue.getQueueName().equals(this.yarnQueue)) { + queueFound = true; + break; + } + } + if (!queueFound) { + String queueNames = ""; + for (QueueInfo queue : queues) { + queueNames += queue.getQueueName() + ", "; + } + LOG.warn("The specified queue '" + this.yarnQueue + "' does not exist. " + + "Available queues: " + queueNames); + } + } else { + LOG.debug("The YARN cluster does not have any queues configured"); + } + } catch (Throwable e) { + LOG.warn("Error while getting queue information from YARN: " + e.getMessage()); + if (LOG.isDebugEnabled()) { + LOG.debug("Error details", e); + } + } + } + @Override public void killCluster(ApplicationId applicationId) throws FlinkException { try { yarnClient.killApplication(applicationId); - Utils.deleteApplicationFiles(Collections.singletonMap( - YarnConfigKeys.FLINK_YARN_FILES, - getYarnFilesDir(applicationId).toUri().toString())); + + try (final FileSystem fs = FileSystem.get(yarnConfiguration)) { + final Path applicationDir = YarnApplicationFileUploader + .getApplicationDirPath(fs.getHomeDirectory(), applicationId); + + Utils.deleteApplicationFiles(Collections.singletonMap( + YarnConfigKeys.FLINK_YARN_FILES, + applicationDir.toUri().toString())); + } + } catch (YarnException | IOException e) { throw new FlinkException("Could not kill the Yarn Flink cluster with id " + applicationId + '.', e); } @@ -545,18 +532,13 @@ private ClusterClientProvider deployInternal( @Nullable JobGraph jobGraph, boolean detached) throws Exception { - if (UserGroupInformation.isSecurityEnabled()) { - // note: UGI::hasKerberosCredentials inaccurately reports false - // for logins based on a keytab (fixed in Hadoop 2.6.1, see HADOOP-10786), - // so we check only in ticket cache scenario. + final UserGroupInformation currentUser = UserGroupInformation.getCurrentUser(); + if (HadoopUtils.isKerberosSecurityEnabled(currentUser)) { boolean useTicketCache = flinkConfiguration.getBoolean(SecurityOptions.KERBEROS_LOGIN_USETICKETCACHE); - UserGroupInformation loginUser = UserGroupInformation.getCurrentUser(); - if (loginUser.getAuthenticationMethod() == UserGroupInformation.AuthenticationMethod.KERBEROS - && useTicketCache && !loginUser.hasKerberosCredentials()) { - LOG.error("Hadoop security with Kerberos is enabled but the login user does not have Kerberos credentials"); + if (!HadoopUtils.areKerberosCredentialsValid(currentUser, useTicketCache)) { throw new RuntimeException("Hadoop security with Kerberos is enabled but the login user " + - "does not have Kerberos credentials"); + "does not have Kerberos credentials or delegation tokens!"); } } @@ -573,12 +555,12 @@ private ClusterClientProvider deployInternal( final GetNewApplicationResponse appResponse = yarnApplication.getNewApplicationResponse(); if(clusterSpecification.isCreateProgramDelay()){ - String url = getUrlFormat(clusterSpecification.getYarnConfiguration(), yarnClient) + "/" + appResponse.getApplicationId().toString(); - PackagedProgram program = buildProgram(url,clusterSpecification); + String url = FlinkPerJobUtil.getUrlFormat(clusterSpecification.getYarnConfiguration(), yarnClient) + "/" + appResponse.getApplicationId().toString(); + PackagedProgram program = FlinkPerJobUtil.buildProgram(url,clusterSpecification); clusterSpecification.setProgram(program); jobGraph = PackagedProgramUtils.createJobGraph(program, clusterSpecification.getConfiguration(), clusterSpecification.getParallelism(), false); - String pluginLoadMode = clusterSpecification.getConfiguration().getString(FLINK_PLUGIN_LOAD_MODE_KEY); - if(StringUtils.equalsIgnoreCase(pluginLoadMode, SHIP_FILE_PLUGIN_LOAD_MODE)){ + String pluginLoadMode = clusterSpecification.getConfiguration().getString(ConfigConstant.FLINK_PLUGIN_LOAD_MODE_KEY); + if(StringUtils.equalsIgnoreCase(pluginLoadMode, ConstantValue.SHIP_FILE_PLUGIN_LOAD_MODE)){ jobGraph.getClasspaths().forEach(jarFile -> { try { shipFiles.add(new File(jarFile.toURI())); @@ -660,12 +642,8 @@ private ClusterSpecification validateClusterResources( int jobManagerMemoryMb = clusterSpecification.getMasterMemoryMB(); final int taskManagerMemoryMb = clusterSpecification.getTaskManagerMemoryMB(); - if (jobManagerMemoryMb < yarnMinAllocationMB || taskManagerMemoryMb < yarnMinAllocationMB) { - LOG.warn("The JobManager or TaskManager memory is below the smallest possible YARN Container size. " - + "The value of 'yarn.scheduler.minimum-allocation-mb' is '" + yarnMinAllocationMB + "'. Please increase the memory size." + - "YARN will allocate the smaller containers but the scheduler will account for the minimum-allocation-mb, maybe not all instances " + - "you requested will start."); - } + logIfComponentMemNotIntegerMultipleOfYarnMinAllocation("JobManager", jobManagerMemoryMb, yarnMinAllocationMB); + logIfComponentMemNotIntegerMultipleOfYarnMinAllocation("TaskManager", taskManagerMemoryMb, yarnMinAllocationMB); // set the memory to minAllocationMB to do the next checks correctly if (jobManagerMemoryMb < yarnMinAllocationMB) { @@ -705,33 +683,36 @@ private ClusterSpecification validateClusterResources( } - private void checkYarnQueues(YarnClient yarnClient) { + private void logIfComponentMemNotIntegerMultipleOfYarnMinAllocation( + String componentName, + int componentMemoryMB, + int yarnMinAllocationMB) { + int normalizedMemMB = (componentMemoryMB + (yarnMinAllocationMB - 1)) / yarnMinAllocationMB * yarnMinAllocationMB; + if (normalizedMemMB <= 0) { + normalizedMemMB = yarnMinAllocationMB; + } + if (componentMemoryMB != normalizedMemMB) { + LOG.info("The configured {} memory is {} MB. YARN will allocate {} MB to make up an integer multiple of its " + + "minimum allocation memory ({} MB, configured via 'yarn.scheduler.minimum-allocation-mb'). The extra {} MB " + + "may not be used by Flink.", componentName, componentMemoryMB, normalizedMemMB, yarnMinAllocationMB, + normalizedMemMB - componentMemoryMB); + } + } + + /** + * Kills YARN application and stops YARN client. + * + *

Use this method to kill the App before it has been properly deployed + */ + private void failSessionDuringDeployment(YarnClient yarnClient, YarnClientApplication yarnApplication) { + LOG.info("Killing YARN application"); + try { - List queues = yarnClient.getAllQueues(); - if (queues.size() > 0 && this.yarnQueue != null) { // check only if there are queues configured in yarn and for this session. - boolean queueFound = false; - for (QueueInfo queue : queues) { - if (queue.getQueueName().equals(this.yarnQueue)) { - queueFound = true; - break; - } - } - if (!queueFound) { - String queueNames = ""; - for (QueueInfo queue : queues) { - queueNames += queue.getQueueName() + ", "; - } - LOG.warn("The specified queue '" + this.yarnQueue + "' does not exist. " + - "Available queues: " + queueNames); - } - } else { - LOG.debug("The YARN cluster does not have any queues configured"); - } - } catch (Throwable e) { - LOG.warn("Error while getting queue information from YARN: " + e.getMessage()); - if (LOG.isDebugEnabled()) { - LOG.debug("Error details", e); - } + yarnClient.killApplication(yarnApplication.getNewApplicationResponse().getApplicationId()); + } catch (Exception e) { + // we only log a debug message here because the "killApplication" call is a best-effort + // call (we don't know if the application has been deployed when the error occured). + LOG.debug("Error while killing YARN application", e); } } @@ -750,11 +731,7 @@ private ApplicationReport startAppMaster( configuration, PluginUtils.createPluginManagerFromRootFolder(configuration)); - // initialize file system - // Copy the application master jar to the filesystem - // Create a local resource to point to the destination jar path final FileSystem fs = FileSystem.get(yarnConfiguration); - final Path homeDir = fs.getHomeDirectory(); // hard coded check for the GoogleHDFS client because its not overriding the getScheme() method. if (!fs.getClass().getSimpleName().equals("GoogleHadoopFileSystem") && @@ -765,10 +742,18 @@ private ApplicationReport startAppMaster( } ApplicationSubmissionContext appContext = yarnApplication.getApplicationSubmissionContext(); + + final List providedLibDirs = getRemoteSharedPaths(configuration); + + final YarnApplicationFileUploader fileUploader = YarnApplicationFileUploader.from( + fs, + fs.getHomeDirectory(), + providedLibDirs, + appContext.getApplicationId(), + getFileReplication()); + // The files need to be shipped and added to classpath. Set systemShipFiles = new HashSet<>(shipFiles.size()); - // The files only need to be shipped. - Set shipOnlyFiles = new HashSet<>(); for (File file : shipFiles) { systemShipFiles.add(file.getAbsoluteFile()); } @@ -778,11 +763,6 @@ private ApplicationReport startAppMaster( systemShipFiles.add(new File(logConfigFilePath)); } - addLibFoldersToShipFiles(systemShipFiles); - - // Plugin files only need to be shipped and should not be added to classpath. - addPluginsFoldersToShipFiles(shipOnlyFiles); - // Set-up ApplicationSubmissionContext for the application final ApplicationId appId = appContext.getApplicationId(); @@ -814,21 +794,24 @@ private ApplicationReport startAppMaster( 1)); } - final Set userJarFiles = (jobGraph == null) - // not per-job submission - ? Collections.emptySet() - // add user code jars from the provided JobGraph - : jobGraph.getUserJars().stream().map(f -> f.toUri()).map(File::new).collect(Collectors.toSet()); + final Set userJarFiles = new HashSet<>(); + if (jobGraph != null) { + userJarFiles.addAll(jobGraph.getUserJars().stream().map(f -> f.toUri()).map(Path::new).collect(Collectors.toSet())); + } + + final List jarUrls = ConfigUtils.decodeListFromConfig(configuration, PipelineOptions.JARS, URI::create); + if (jarUrls != null && YarnApplicationClusterEntryPoint.class.getName().equals(yarnClusterEntrypoint)) { + userJarFiles.addAll(jarUrls.stream().map(Path::new).collect(Collectors.toSet())); + } // only for per job mode if (jobGraph != null) { for (Map.Entry entry : jobGraph.getUserArtifacts().entrySet()) { - org.apache.flink.core.fs.Path path = new org.apache.flink.core.fs.Path(entry.getValue().filePath); // only upload local files - if (!path.getFileSystem().isDistributedFS()) { - Path localPath = new Path(path.getPath()); + if (!Utils.isRemotePath(entry.getValue().filePath)) { + Path localPath = new Path(entry.getValue().filePath); Tuple2 remoteFileInfo = - Utils.uploadLocalFileToRemote(fs, appId.toString(), localPath, homeDir, entry.getKey()); + fileUploader.uploadLocalFileToRemote(localPath, entry.getKey()); jobGraph.setUserArtifactRemotePath(entry.getKey(), remoteFileInfo.f0.toString()); } } @@ -836,45 +819,33 @@ private ApplicationReport startAppMaster( jobGraph.writeUserArtifactEntriesToConfiguration(); } - // local resource map for Yarn - final Map localResources = new HashMap<>(2 + systemShipFiles.size() + userJarFiles.size()); - // list of remote paths (after upload) - final List paths = new ArrayList<>(2 + systemShipFiles.size() + userJarFiles.size()); - // ship list that enables reuse of resources for task manager containers - StringBuilder envShipFileList = new StringBuilder(); + if (providedLibDirs == null || providedLibDirs.isEmpty()) { + addLibFoldersToShipFiles(systemShipFiles); + } - // upload and register ship files, these files will be added to classpath. - List systemClassPaths = uploadAndRegisterFiles( - systemShipFiles, - fs, - homeDir, - appId, - paths, - localResources, - Path.CUR_DIR, - envShipFileList); + // Register all files in provided lib dirs as local resources with public visibility + // and upload the remaining dependencies as local resources with APPLICATION visibility. + final List systemClassPaths = fileUploader.registerProvidedLocalResources(); + final List uploadedDependencies = fileUploader.registerMultipleLocalResources( + systemShipFiles.stream().map(e -> new Path(e.toURI())).collect(Collectors.toSet()), + Path.CUR_DIR); + systemClassPaths.addAll(uploadedDependencies); // upload and register ship-only files - uploadAndRegisterFiles( - shipOnlyFiles, - fs, - homeDir, - appId, - paths, - localResources, - Path.CUR_DIR, - envShipFileList); - - final List userClassPaths = uploadAndRegisterFiles( + // Plugin files only need to be shipped and should not be added to classpath. + if (providedLibDirs == null || providedLibDirs.isEmpty()) { + Set shipOnlyFiles = new HashSet<>(); + addPluginsFoldersToShipFiles(shipOnlyFiles); + fileUploader.registerMultipleLocalResources( + shipOnlyFiles.stream().map(e -> new Path(e.toURI())).collect(Collectors.toSet()), + Path.CUR_DIR); + } + + // Upload and register user jars + final List userClassPaths = fileUploader.registerMultipleLocalResources( userJarFiles, - fs, - homeDir, - appId, - paths, - localResources, userJarInclusion == YarnConfigOptions.UserJarInclusion.DISABLED ? - ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR : Path.CUR_DIR, - envShipFileList); + ConfigConstants.DEFAULT_FLINK_USR_LIB_DIR : Path.CUR_DIR); if (userJarInclusion == YarnConfigOptions.UserJarInclusion.ORDER) { systemClassPaths.addAll(userClassPaths); @@ -896,17 +867,39 @@ private ApplicationReport startAppMaster( } // Setup jar for ApplicationMaster - Path remotePathJar = setupSingleLocalResource( - flinkJarPath.getName(), - fs, - appId, - flinkJarPath, - localResources, - homeDir, - ""); + final YarnLocalResourceDescriptor localResourceDescFlinkJar = fileUploader.uploadFlinkDist(flinkJarPath); + classPathBuilder.append(localResourceDescFlinkJar.getResourceKey()).append(File.pathSeparator); + + // write job graph to tmp file and add it to local resource + // TODO: server use user main method to generate job graph + if (jobGraph != null) { + File tmpJobGraphFile = null; + try { + tmpJobGraphFile = File.createTempFile(appId.toString(), null); + try (FileOutputStream output = new FileOutputStream(tmpJobGraphFile); + ObjectOutputStream obOutput = new ObjectOutputStream(output)) { + obOutput.writeObject(jobGraph); + } - paths.add(remotePathJar); - classPathBuilder.append(flinkJarPath.getName()).append(File.pathSeparator); + final String jobGraphFilename = "job.graph"; + configuration.setString(JOB_GRAPH_FILE_PATH, jobGraphFilename); + + fileUploader.registerSingleLocalResource( + jobGraphFilename, + new Path(tmpJobGraphFile.toURI()), + "", + true, + false); + classPathBuilder.append(jobGraphFilename).append(File.pathSeparator); + } catch (Exception e) { + LOG.warn("Add job graph to local resource fail."); + throw e; + } finally { + if (tmpJobGraphFile != null && !tmpJobGraphFile.delete()) { + LOG.warn("Fail to delete temporary file {}.", tmpJobGraphFile.toPath()); + } + } + } // Upload the flink configuration // write out configuration file @@ -916,16 +909,12 @@ private ApplicationReport startAppMaster( BootstrapTools.writeConfiguration(configuration, tmpConfigurationFile); String flinkConfigKey = "flink-conf.yaml"; - Path remotePathConf = setupSingleLocalResource( + fileUploader.registerSingleLocalResource( flinkConfigKey, - fs, - appId, new Path(tmpConfigurationFile.getAbsolutePath()), - localResources, - homeDir, - ""); - envShipFileList.append(flinkConfigKey).append("=").append(remotePathConf).append(","); - paths.add(remotePathConf); + "", + true, + true); classPathBuilder.append("flink-conf.yaml").append(File.pathSeparator); } finally { if (tmpConfigurationFile != null && !tmpConfigurationFile.delete()) { @@ -939,43 +928,6 @@ private ApplicationReport startAppMaster( } } - // write job graph to tmp file and add it to local resource - if (jobGraph != null) { - File tmpJobGraphFile = null; - try { - tmpJobGraphFile = File.createTempFile(appId.toString(), null); - try (FileOutputStream output = new FileOutputStream(tmpJobGraphFile); - ObjectOutputStream obOutput = new ObjectOutputStream(output);){ - obOutput.writeObject(jobGraph); - } - - final String jobGraphFilename = "job.graph"; - flinkConfiguration.setString(JOB_GRAPH_FILE_PATH, jobGraphFilename); - - Path pathFromYarnURL = setupSingleLocalResource( - jobGraphFilename, - fs, - appId, - new Path(tmpJobGraphFile.toURI()), - localResources, - homeDir, - ""); - paths.add(pathFromYarnURL); - classPathBuilder.append(jobGraphFilename).append(File.pathSeparator); - } catch (Exception e) { - LOG.warn("Add job graph to local resource fail"); - throw e; - } finally { - if (tmpJobGraphFile != null && !tmpJobGraphFile.delete()) { - LOG.warn("Fail to delete temporary file {}.", tmpConfigurationFile.toPath()); - } - } - } - - final Path yarnFilesDir = getYarnFilesDir(appId); - FsPermission permission = new FsPermission(FsAction.ALL, FsAction.NONE, FsAction.NONE); - fs.setPermission(yarnFilesDir, permission); // set permission for path. - //To support Yarn Secure Integration Test Scenario //In Integration test setup, the Yarn containers created by YarnMiniCluster does not have the Yarn site XML //and KRB5 configuration files. We are adding these files as container local resources for the container @@ -987,89 +939,93 @@ private ApplicationReport startAppMaster( File f = new File(System.getenv("YARN_CONF_DIR"), Utils.YARN_SITE_FILE_NAME); LOG.info("Adding Yarn configuration {} to the AM container local resource bucket", f.getAbsolutePath()); Path yarnSitePath = new Path(f.getAbsolutePath()); - remoteYarnSiteXmlPath = setupSingleLocalResource( + remoteYarnSiteXmlPath = fileUploader.registerSingleLocalResource( Utils.YARN_SITE_FILE_NAME, - fs, - appId, yarnSitePath, - localResources, - homeDir, - ""); + "", + false, + false).getPath(); String krb5Config = System.getProperty("java.security.krb5.conf"); if (krb5Config != null && krb5Config.length() != 0) { File krb5 = new File(krb5Config); LOG.info("Adding KRB5 configuration {} to the AM container local resource bucket", krb5.getAbsolutePath()); Path krb5ConfPath = new Path(krb5.getAbsolutePath()); - remoteKrb5Path = setupSingleLocalResource( + remoteKrb5Path = fileUploader.registerSingleLocalResource( Utils.KRB5_FILE_NAME, - fs, - appId, krb5ConfPath, - localResources, - homeDir, - ""); + "", + false, + false).getPath(); hasKrb5 = true; } } - // setup security tokens Path remotePathKeytab = null; + String localizedKeytabPath = null; String keytab = configuration.getString(SecurityOptions.KERBEROS_LOGIN_KEYTAB); if (keytab != null) { - LOG.info("Adding keytab {} to the AM container local resource bucket", keytab); - remotePathKeytab = setupSingleLocalResource( - Utils.KEYTAB_FILE_NAME, - fs, - appId, - new Path(keytab), - localResources, - homeDir, - ""); + boolean localizeKeytab = flinkConfiguration.getBoolean(YarnConfigOptions.SHIP_LOCAL_KEYTAB); + localizedKeytabPath = flinkConfiguration.getString(YarnConfigOptions.LOCALIZED_KEYTAB_PATH); + if (localizeKeytab) { + // Localize the keytab to YARN containers via local resource. + LOG.info("Adding keytab {} to the AM container local resource bucket", keytab); + remotePathKeytab = fileUploader.registerSingleLocalResource( + localizedKeytabPath, + new Path(keytab), + "", + false, + false).getPath(); + } else { + // // Assume Keytab is pre-installed in the container. + localizedKeytabPath = flinkConfiguration.getString(YarnConfigOptions.LOCALIZED_KEYTAB_PATH); + } } - final boolean hasLogback = logConfigFilePath != null && logConfigFilePath.endsWith(CONFIG_FILE_LOGBACK_NAME); - final boolean hasLog4j = logConfigFilePath != null && logConfigFilePath.endsWith(CONFIG_FILE_LOG4J_NAME); - + final JobManagerProcessSpec processSpec = JobManagerProcessUtils.processSpecFromConfigWithNewOptionToInterpretLegacyHeap( + flinkConfiguration, + JobManagerOptions.TOTAL_PROCESS_MEMORY); final ContainerLaunchContext amContainer = setupApplicationMasterContainer( yarnClusterEntrypoint, - hasLogback, - hasLog4j, hasKrb5, - clusterSpecification.getMasterMemoryMB()); + processSpec); + // setup security tokens if (UserGroupInformation.isSecurityEnabled()) { // set HDFS delegation tokens when security is enabled LOG.info("Adding delegation token to the AM container."); - Utils.setTokensFor(amContainer, paths, yarnConfiguration); + Utils.setTokensFor(amContainer, fileUploader.getRemotePaths(), yarnConfiguration); } - amContainer.setLocalResources(localResources); - fs.close(); + amContainer.setLocalResources(fileUploader.getRegisteredLocalResources()); + fileUploader.close(); // Setup CLASSPATH and environment variables for ApplicationMaster final Map appMasterEnv = new HashMap<>(); // set user specified app master environment variables appMasterEnv.putAll( - BootstrapTools.getEnvironmentVariables(ResourceManagerOptions.CONTAINERIZED_MASTER_ENV_PREFIX, configuration)); + ConfigurationUtils.getPrefixedKeyValuePairs(ResourceManagerOptions.CONTAINERIZED_MASTER_ENV_PREFIX, configuration)); // set Flink app class path appMasterEnv.put(YarnConfigKeys.ENV_FLINK_CLASSPATH, classPathBuilder.toString()); // set Flink on YARN internal configuration values - appMasterEnv.put(YarnConfigKeys.FLINK_JAR_PATH, remotePathJar.toString()); + appMasterEnv.put(YarnConfigKeys.FLINK_DIST_JAR, localResourceDescFlinkJar.toString()); appMasterEnv.put(YarnConfigKeys.ENV_APP_ID, appId.toString()); - appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_HOME_DIR, homeDir.toString()); - appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_SHIP_FILES, envShipFileList.toString()); + appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_HOME_DIR, fileUploader.getHomeDir().toString()); + appMasterEnv.put(YarnConfigKeys.ENV_CLIENT_SHIP_FILES, encodeYarnLocalResourceDescriptorListToString(fileUploader.getEnvShipResourceList())); appMasterEnv.put(YarnConfigKeys.ENV_ZOOKEEPER_NAMESPACE, getZookeeperNamespace()); - appMasterEnv.put(YarnConfigKeys.FLINK_YARN_FILES, yarnFilesDir.toUri().toString()); + appMasterEnv.put(YarnConfigKeys.FLINK_YARN_FILES, fileUploader.getApplicationDir().toUri().toString()); // https://github.com/apache/hadoop/blob/trunk/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/markdown/YarnApplicationSecurity.md#identity-on-an-insecure-cluster-hadoop_user_name appMasterEnv.put(YarnConfigKeys.ENV_HADOOP_USER_NAME, UserGroupInformation.getCurrentUser().getUserName()); - if (remotePathKeytab != null) { - appMasterEnv.put(YarnConfigKeys.KEYTAB_PATH, remotePathKeytab.toString()); + if (localizedKeytabPath != null) { + appMasterEnv.put(YarnConfigKeys.LOCAL_KEYTAB_PATH, localizedKeytabPath); String principal = configuration.getString(SecurityOptions.KERBEROS_LOGIN_PRINCIPAL); appMasterEnv.put(YarnConfigKeys.KEYTAB_PRINCIPAL, principal); + if (remotePathKeytab != null) { + appMasterEnv.put(YarnConfigKeys.REMOTE_KEYTAB_PATH, remotePathKeytab.toString()); + } } //To support Yarn Secure Integration Test Scenario @@ -1113,7 +1069,7 @@ private ApplicationReport startAppMaster( setApplicationTags(appContext); // add a hook to clean up in case deployment fails - Thread deploymentFailureHook = new DeploymentFailureHook(yarnApplication, yarnFilesDir); + Thread deploymentFailureHook = new DeploymentFailureHook(yarnApplication, fileUploader.getApplicationDir()); Runtime.getRuntime().addShutdownHook(deploymentFailureHook); LOG.info("Submitting application master " + appId); yarnClient.submitApplication(appContext); @@ -1163,34 +1119,6 @@ private ApplicationReport startAppMaster( return report; } - /** - * Returns the Path where the YARN application files should be uploaded to. - * - * @param appId YARN application id - */ - private Path getYarnFilesDir(final ApplicationId appId) throws IOException { - final FileSystem fileSystem = FileSystem.get(yarnConfiguration); - final Path homeDir = fileSystem.getHomeDirectory(); - return new Path(homeDir, ".flink/" + appId + '/'); - } - - /** - * Kills YARN application and stops YARN client. - * - *

Use this method to kill the App before it has been properly deployed - */ - private void failSessionDuringDeployment(YarnClient yarnClient, YarnClientApplication yarnApplication) { - LOG.info("Killing YARN application"); - - try { - yarnClient.killApplication(yarnApplication.getNewApplicationResponse().getApplicationId()); - } catch (Exception e) { - // we only log a debug message here because the "killApplication" call is a best-effort - // call (we don't know if the application has been deployed when the error occured). - LOG.debug("Error while killing YARN application", e); - } - } - private ClusterResourceDescription getCurrentFreeClusterResources(YarnClient yarnClient) throws YarnException, IOException { List nodes = yarnClient.getNodeReports(NodeState.RUNNING); @@ -1289,38 +1217,30 @@ private void setApplicationNodeLabel(final ApplicationSubmissionContext appConte } } - @VisibleForTesting - void addLibFoldersToShipFiles(Collection effectiveShipFiles) { - // Add lib folder to the ship files if the environment variable is set. - // This is for convenience when running from the command-line. - // (for other files users explicitly set the ship files) - String libDir = System.getenv().get(ENV_FLINK_LIB_DIR); - if (libDir != null) { - File directoryFile = new File(libDir); - if (directoryFile.isDirectory()) { - effectiveShipFiles.add(directoryFile); - } else { - throw new YarnDeploymentException("The environment variable '" + ENV_FLINK_LIB_DIR + - "' is set to '" + libDir + "' but the directory doesn't exist."); - } - } else if (shipFiles.isEmpty()) { - LOG.warn("Environment variable '{}' not set and ship files have not been provided manually. " + - "Not shipping any library files.", ENV_FLINK_LIB_DIR); - } + private int getFileReplication() { + final int yarnFileReplication = yarnConfiguration.getInt(DFSConfigKeys.DFS_REPLICATION_KEY, DFSConfigKeys.DFS_REPLICATION_DEFAULT); + final int fileReplication = flinkConfiguration.getInteger(YarnConfigOptions.FILE_REPLICATION); + return fileReplication > 0 ? fileReplication : yarnFileReplication; } - @VisibleForTesting - void addPluginsFoldersToShipFiles(Collection effectiveShipFiles) { - final Optional pluginsDir = PluginConfig.getPluginsDir(); - pluginsDir.ifPresent(effectiveShipFiles::add); + private List getRemoteSharedPaths(Configuration configuration) throws IOException, FlinkException { + final List providedLibDirs = ConfigUtils.decodeListFromConfig( + configuration, YarnConfigOptions.PROVIDED_LIB_DIRS, Path::new); + + for (Path path : providedLibDirs) { + if (!Utils.isRemotePath(path.toString())) { + throw new FlinkException( + "The \"" + YarnConfigOptions.PROVIDED_LIB_DIRS.key() + "\" should only contain" + + " dirs accessible from all worker nodes, while the \"" + path + "\" is local."); + } + } + return providedLibDirs; } ContainerLaunchContext setupApplicationMasterContainer( String yarnClusterEntrypoint, - boolean hasLogback, - boolean hasLog4j, boolean hasKrb5, - int jobManagerMemoryMb) { + JobManagerProcessSpec processSpec) { // ------------------ Prepare Application Master Container ------------------------------ // respect custom JVM options in the YAML file @@ -1340,26 +1260,12 @@ ContainerLaunchContext setupApplicationMasterContainer( final Map startCommandValues = new HashMap<>(); startCommandValues.put("java", "$JAVA_HOME/bin/java"); - int heapSize = BootstrapTools.calculateHeapSize(jobManagerMemoryMb, flinkConfiguration); - String jvmHeapMem = String.format("-Xms%sm -Xmx%sm", heapSize, heapSize); + String jvmHeapMem = JobManagerProcessUtils.generateJvmParametersStr(processSpec, flinkConfiguration); startCommandValues.put("jvmmem", jvmHeapMem); startCommandValues.put("jvmopts", javaOpts); - String logging = ""; - - if (hasLogback || hasLog4j) { - logging = "-Dlog.file=\"" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.log\""; + startCommandValues.put("logging", YarnLogConfigUtil.getLoggingYarnCommand(flinkConfiguration)); - if (hasLogback) { - logging += " -Dlogback.configurationFile=file:" + CONFIG_FILE_LOGBACK_NAME; - } - - if (hasLog4j) { - logging += " -Dlog4j.configuration=file:" + CONFIG_FILE_LOG4J_NAME; - } - } - - startCommandValues.put("logging", logging); startCommandValues.put("class", yarnClusterEntrypoint); startCommandValues.put("redirects", "1> " + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager.out " + @@ -1379,6 +1285,32 @@ ContainerLaunchContext setupApplicationMasterContainer( return amContainer; } + @VisibleForTesting + void addLibFoldersToShipFiles(Collection effectiveShipFiles) { + // Add lib folder to the ship files if the environment variable is set. + // This is for convenience when running from the command-line. + // (for other files users explicitly set the ship files) + String libDir = System.getenv().get(ENV_FLINK_LIB_DIR); + if (libDir != null) { + File directoryFile = new File(libDir); + if (directoryFile.isDirectory()) { + effectiveShipFiles.add(directoryFile); + } else { + throw new YarnDeploymentException("The environment variable '" + ENV_FLINK_LIB_DIR + + "' is set to '" + libDir + "' but the directory doesn't exist."); + } + } else if (shipFiles.isEmpty()) { + LOG.warn("Environment variable '{}' not set and ship files have not been provided manually. " + + "Not shipping any library files.", ENV_FLINK_LIB_DIR); + } + } + + @VisibleForTesting + void addPluginsFoldersToShipFiles(Collection effectiveShipFiles) { + final Optional pluginsDir = PluginConfig.getPluginsDir(); + pluginsDir.ifPresent(effectiveShipFiles::add); + } + private void setClusterEntrypointInfoToConfig(final ApplicationReport report) { checkNotNull(report); @@ -1397,15 +1329,15 @@ private void setClusterEntrypointInfoToConfig(final ApplicationReport report) { flinkConfiguration.set(YarnConfigOptions.APPLICATION_ID, ConverterUtils.toString(clusterId)); } - private static class ClusterResourceDescription { - public final int totalFreeMemory; - public final int containerLimit; - public final int[] nodeManagersFree; + private static class YarnDeploymentException extends RuntimeException { + private static final long serialVersionUID = -812040641215388943L; - public ClusterResourceDescription(int totalFreeMemory, int containerLimit, int[] nodeManagersFree) { - this.totalFreeMemory = totalFreeMemory; - this.containerLimit = containerLimit; - this.nodeManagersFree = nodeManagersFree; + public YarnDeploymentException(String message) { + super(message); + } + + public YarnDeploymentException(String message, Throwable cause) { + super(message, cause); } } @@ -1426,15 +1358,22 @@ private static class ApplicationSubmissionContextReflector { private static final ApplicationSubmissionContextReflector instance = new ApplicationSubmissionContextReflector(ApplicationSubmissionContext.class); + + public static ApplicationSubmissionContextReflector getInstance() { + return instance; + } + private static final String APPLICATION_TAGS_METHOD_NAME = "setApplicationTags"; private static final String ATTEMPT_FAILURES_METHOD_NAME = "setAttemptFailuresValidityInterval"; private static final String KEEP_CONTAINERS_METHOD_NAME = "setKeepContainersAcrossApplicationAttempts"; private static final String NODE_LABEL_EXPRESSION_NAME = "setNodeLabelExpression"; + private final Method applicationTagsMethod; private final Method attemptFailuresValidityIntervalMethod; private final Method keepContainersMethod; @Nullable private final Method nodeLabelExpressionMethod; + private ApplicationSubmissionContextReflector(Class clazz) { Method applicationTagsMethod; Method attemptFailuresValidityIntervalMethod; @@ -1488,10 +1427,6 @@ private ApplicationSubmissionContextReflector(Class applicationTags) throws InvocationTargetException, IllegalAccessException { @@ -1552,15 +1487,15 @@ public void setKeepContainersAcrossApplicationAttempts( } } - private static class YarnDeploymentException extends RuntimeException { - private static final long serialVersionUID = -812040641215388943L; - - public YarnDeploymentException(String message) { - super(message); - } + private static class ClusterResourceDescription { + public final int totalFreeMemory; + public final int containerLimit; + public final int[] nodeManagersFree; - public YarnDeploymentException(String message, Throwable cause) { - super(message, cause); + public ClusterResourceDescription(int totalFreeMemory, int containerLimit, int[] nodeManagersFree) { + this.totalFreeMemory = totalFreeMemory; + this.containerLimit = containerLimit; + this.nodeManagersFree = nodeManagersFree; } } diff --git a/flinkx-launcher/src/main/resources/logback.xml b/flinkx-launcher/src/main/resources/logback.xml new file mode 100644 index 0000000000..0125d733de --- /dev/null +++ b/flinkx-launcher/src/main/resources/logback.xml @@ -0,0 +1,22 @@ + + + + + + + + + + ${CONSOLE_LOG_PATTERN} + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java index 656763e9b5..59602e71ee 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java +++ b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixInputFormat.java @@ -30,6 +30,7 @@ import org.apache.flink.core.io.InputSplit; import org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders; import org.apache.flink.types.Row; +import org.apache.flink.util.FlinkUserCodeClassLoader; import sun.misc.URLClassPath; import java.io.IOException; @@ -72,7 +73,7 @@ public void openInternal(InputSplit inputSplit) throws IOException { String[] alwaysParentFirstPatterns = new String[2]; alwaysParentFirstPatterns[0] = "org.apache.flink"; alwaysParentFirstPatterns[1] = "com.dtstack.flinkx"; - URLClassLoader childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, alwaysParentFirstPatterns); + URLClassLoader childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, alwaysParentFirstPatterns, FlinkUserCodeClassLoader.NOOP_EXCEPTION_HANDLER); ClassUtil.forName(driverName, childFirstClassLoader); diff --git a/flinkx-phoenix/flinkx-phoenix-writer/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixOutputFormat.java b/flinkx-phoenix/flinkx-phoenix-writer/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixOutputFormat.java index 35597aff05..303e438850 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixOutputFormat.java +++ b/flinkx-phoenix/flinkx-phoenix-writer/src/main/java/com/dtstack/flinkx/phoenix/format/PhoenixOutputFormat.java @@ -26,6 +26,7 @@ import org.apache.commons.collections.CollectionUtils; import org.apache.commons.io.FilenameUtils; import org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders; +import org.apache.flink.util.FlinkUserCodeClassLoader; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import sun.misc.URLClassPath; @@ -66,7 +67,7 @@ protected void openInternal(int taskNumber, int numTasks){ String[] alwaysParentFirstPatterns = new String[2]; alwaysParentFirstPatterns[0] = "org.apache.flink"; alwaysParentFirstPatterns[1] = "com.dtstack.flinkx"; - URLClassLoader childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, alwaysParentFirstPatterns); + URLClassLoader childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, alwaysParentFirstPatterns, FlinkUserCodeClassLoader.NOOP_EXCEPTION_HANDLER); ClassUtil.forName(driverName, childFirstClassLoader); dbConn = PhoenixUtil.getConnectionInternal(dbUrl, username, password, childFirstClassLoader); diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java index e9516404ab..8673089293 100644 --- a/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java +++ b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java @@ -35,6 +35,7 @@ import org.apache.flink.core.io.InputSplit; import org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders; import org.apache.flink.types.Row; +import org.apache.flink.util.FlinkUserCodeClassLoader; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.hbase.HBaseConfiguration; import org.apache.hadoop.hbase.HConstants; @@ -267,7 +268,7 @@ protected Connection getConnection() throws SQLException { list.add("org.apache.flink"); list.add("com.dtstack.flinkx"); - childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, list.toArray(new String[0])); + childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, list.toArray(new String[0]), FlinkUserCodeClassLoader.NOOP_EXCEPTION_HANDLER); ClassUtil.forName(driverName, childFirstClassLoader); if(StringUtils.isNotEmpty(username)){ diff --git a/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5OutputFormat.java b/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5OutputFormat.java index 07efa749a3..6957a2c47b 100644 --- a/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5OutputFormat.java +++ b/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5OutputFormat.java @@ -27,6 +27,7 @@ import org.apache.commons.io.FilenameUtils; import org.apache.commons.lang3.StringUtils; import org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders; +import org.apache.flink.util.FlinkUserCodeClassLoader; import org.apache.phoenix.query.QueryServices; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -68,7 +69,7 @@ protected void openInternal(int taskNumber, int numTasks){ String[] alwaysParentFirstPatterns = new String[2]; alwaysParentFirstPatterns[0] = "org.apache.flink"; alwaysParentFirstPatterns[1] = "com.dtstack.flinkx"; - URLClassLoader childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, alwaysParentFirstPatterns); + URLClassLoader childFirstClassLoader = FlinkUserCodeClassLoaders.childFirst(needJar.toArray(new URL[0]), parentClassLoader, alwaysParentFirstPatterns, FlinkUserCodeClassLoader.NOOP_EXCEPTION_HANDLER); ClassUtil.forName(driverName, childFirstClassLoader); if(StringUtils.isNotEmpty(username)){ diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index d4b91d450d..535f0ebbca 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -33,9 +33,9 @@ import com.dtstack.flinkx.util.FileSystemUtil; import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.RetryUtil; +import com.dtstack.flinkx.util.MapUtil; import com.dtstack.flinkx.util.StringUtil; import com.dtstack.flinkx.util.UrlUtil; -import com.fasterxml.jackson.databind.ObjectMapper; import com.google.gson.Gson; import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; @@ -724,7 +724,7 @@ private void uploadMetricData() throws IOException { if (endLocationAccumulator != null) { metrics.put(Metrics.END_LOCATION, endLocationAccumulator.getLocalValue()); } - out.writeUTF(new ObjectMapper().writeValueAsString(metrics)); + out.writeUTF(MapUtil.writeValueAsString(metrics)); } catch (Exception e) { LOG.error("hadoop conf:{}", hadoopConfig); throw new IOException("Upload metric to HDFS error", e); diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index a544ea0ca3..f00d577077 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -334,18 +334,6 @@ 1.6 - - com.dtstack.flinkx - flinkx-kafka09-reader - 1.6 - - - - com.dtstack.flinkx - flinkx-kafka09-writer - 1.6 - - com.dtstack.flinkx flinkx-kudu-reader diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index c6d83f82db..e78846ad55 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -47,8 +47,6 @@ import com.dtstack.flinkx.hive.writer.HiveWriter; import com.dtstack.flinkx.kafka.reader.KafkaReader; import com.dtstack.flinkx.kafka.writer.KafkaWriter; -import com.dtstack.flinkx.kafka09.reader.Kafka09Reader; -import com.dtstack.flinkx.kafka09.writer.Kafka09Writer; import com.dtstack.flinkx.kafka10.reader.Kafka10Reader; import com.dtstack.flinkx.kafka10.writer.Kafka10Writer; import com.dtstack.flinkx.kafka11.reader.Kafka11Reader; @@ -211,7 +209,6 @@ private static BaseDataReader buildDataReader(DataTransferConfig config, StreamE case PluginNameConstants.MONGODB_READER : reader = new MongodbReader(config, env); break; case PluginNameConstants.ODPS_READER : reader = new OdpsReader(config, env); break; case PluginNameConstants.BINLOG_READER : reader = new BinlogReader(config, env); break; - case PluginNameConstants.KAFKA09_READER : reader = new Kafka09Reader(config, env); break; case PluginNameConstants.KAFKA10_READER : reader = new Kafka10Reader(config, env); break; case PluginNameConstants.KAFKA11_READER : reader = new Kafka11Reader(config, env); break; case PluginNameConstants.KAFKA_READER : reader = new KafkaReader(config, env); break; @@ -249,7 +246,6 @@ private static BaseDataWriter buildDataWriter(DataTransferConfig config){ case PluginNameConstants.ODPS_WRITER : writer = new OdpsWriter(config); break; case PluginNameConstants.REDIS_WRITER : writer = new RedisWriter(config); break; case PluginNameConstants.HIVE_WRITER : writer = new HiveWriter(config); break; - case PluginNameConstants.KAFKA09_WRITER : writer = new Kafka09Writer(config); break; case PluginNameConstants.KAFKA10_WRITER : writer = new Kafka10Writer(config); break; case PluginNameConstants.KAFKA11_WRITER : writer = new Kafka11Writer(config); break; case PluginNameConstants.KUDU_WRITER : writer = new KuduWriter(config); break; diff --git a/pom.xml b/pom.xml index 274907c6a2..dabba8b30a 100644 --- a/pom.xml +++ b/pom.xml @@ -50,7 +50,6 @@ flinkx-binlog flinkx-kb - flinkx-kafka09 flinkx-kafka10 flinkx-kafka11 flinkx-kafka @@ -62,11 +61,12 @@ UTF-8 - 1.10.1 + 1.11.3 + 2.12 2.7.3 4.5.3 ${basedir}/dev - release_1.10.4 + release_1.11.0 @@ -127,7 +127,7 @@ junit junit - 4.12 + 4.13.1 test From 0bf0f67ad0a802feeb90c297a7f5f5f47dbaf513 Mon Sep 17 00:00:00 2001 From: tudou Date: Thu, 14 Jan 2021 13:47:41 +0800 Subject: [PATCH 090/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8DPhoenix=E6=8F=92?= =?UTF-8?q?=E4=BB=B6=E6=89=93=E5=8C=85=E5=90=8E=E5=8C=85=E5=90=8D=E6=A0=BC?= =?UTF-8?q?=E5=BC=8F=E4=B8=8D=E6=AD=A3=E7=A1=AE?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 2 +- flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml | 2 +- flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index a284085fa6..4f69ff0a3f 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../syncplugins/phoenixwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml index ab6fc2962a..e07787b6cf 100644 --- a/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml +++ b/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../syncplugins/phoenix5reader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml index 07912fc063..de68f42658 100644 --- a/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml +++ b/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../syncplugins/phoenix5writer/${project.name}-${package.name}.jar" /> From 3896bed2b635352c0a61fe4fc5c2e237e78e5b1b Mon Sep 17 00:00:00 2001 From: tudou Date: Thu, 14 Jan 2021 13:47:41 +0800 Subject: [PATCH 091/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8DPhoenix=E6=8F=92?= =?UTF-8?q?=E4=BB=B6=E6=89=93=E5=8C=85=E5=90=8E=E5=8C=85=E5=90=8D=E6=A0=BC?= =?UTF-8?q?=E5=BC=8F=E4=B8=8D=E6=AD=A3=E7=A1=AE?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-phoenix/flinkx-phoenix-writer/pom.xml | 2 +- flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml | 2 +- flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml index a284085fa6..4f69ff0a3f 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/pom.xml +++ b/flinkx-phoenix/flinkx-phoenix-writer/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../syncplugins/phoenixwriter/${project.name}-${package.name}.jar" /> diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml index ab6fc2962a..e07787b6cf 100644 --- a/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml +++ b/flinkx-phoenix5/flinkx-phoenix5-reader/pom.xml @@ -90,7 +90,7 @@ + tofile="${basedir}/../../syncplugins/phoenix5reader/${project.name}-${package.name}.jar" /> diff --git a/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml b/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml index 07912fc063..de68f42658 100644 --- a/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml +++ b/flinkx-phoenix5/flinkx-phoenix5-writer/pom.xml @@ -91,7 +91,7 @@ + tofile="${basedir}/../../syncplugins/phoenix5writer/${project.name}-${package.name}.jar" /> From 8743b8fb337cc506aeadf4f9577aa3af76c4764f Mon Sep 17 00:00:00 2001 From: tudou Date: Wed, 20 Jan 2021 19:28:05 +0800 Subject: [PATCH 092/136] =?UTF-8?q?=E4=BF=AE=E5=A4=8Dkafka=20reader?= =?UTF-8?q?=E6=95=B0=E6=8D=AE=E5=A4=9A=E5=8C=85=E8=A3=85=E4=BA=86=E4=B8=80?= =?UTF-8?q?=E5=B1=82=E4=BB=A5=E5=8F=8A=E5=88=A4=E6=96=AD=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java | 2 +- .../dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java index 48eccb16c2..18b9960fb9 100644 --- a/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java +++ b/flinkx-kafka/flinkx-kafka-reader/src/main/java/com/dtstack/flinkx/kafka/client/KafkaClient.java @@ -96,7 +96,7 @@ public KafkaClient(Properties clientProps, long pollTimeout, KafkaBaseInputForma "| therefore, no data will be read in this channel! |\n" + "****************************************************"); return; - }if(StartupMode.TIMESTAMP.equals(mode)){ + }else if(StartupMode.TIMESTAMP.equals(mode)){ Map timestampMap = new HashMap<>(Math.max((int) (stateList.size()/.75f) + 1, 16)); for (kafkaState state : stateList) { TopicPartition tp = new TopicPartition(state.getTopic(), state.getPartition()); diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java index 678832cd3f..c3cd2e307c 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java @@ -115,7 +115,7 @@ public void processEvent(Pair, kafkaState> pair) { try { Row row; if(CollectionUtils.isEmpty(metaColumns)){ - row = Row.of(Row.of(pair.getLeft())); + row = Row.of(pair.getLeft()); }else{ row = new Row(metaColumns.size()); for (int i = 0; i < metaColumns.size(); i++) { From f1b388ccbd27b92417927648d813563abeefcec3 Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 26 Jan 2021 15:04:38 +0800 Subject: [PATCH 093/136] =?UTF-8?q?=E8=A7=A3=E5=86=B3standalone=E6=A8=A1?= =?UTF-8?q?=E5=BC=8F=E6=97=A5=E5=BF=97jar=E5=8C=85=E5=86=B2=E7=AA=81?= =?UTF-8?q?=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-core/pom.xml | 21 +++- .../inputformat/BaseRichInputFormat.java | 2 +- .../java/com/dtstack/flinkx/log/DtLogger.java | 108 +++++++++++------- flinkx-launcher/src/main/resources/log4j2.xml | 25 ++++ 4 files changed, 115 insertions(+), 41 deletions(-) create mode 100644 flinkx-launcher/src/main/resources/log4j2.xml diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index b09612dffc..316e487f70 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -24,12 +24,31 @@ 2.7 + + + org.apache.logging.log4j + log4j-core + 2.12.1 + + + + org.apache.logging.log4j + log4j-slf4j-impl + 2.12.1 + + org.slf4j - slf4j-log4j12 + slf4j-api 1.7.30 + + + + + + ch.qos.logback logback-classic diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java index 885dbbac4b..5c707926ed 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/inputformat/BaseRichInputFormat.java @@ -114,12 +114,12 @@ public final void configure(Configuration parameters) { @Override public void openInputFormat() throws IOException { - showConfig(); initJobInfo(); initPrometheusReporter(); startTime = System.currentTimeMillis(); DtLogger.config(logConfig, jobId); + showConfig(); } @Override diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/log/DtLogger.java b/flinkx-core/src/main/java/com/dtstack/flinkx/log/DtLogger.java index bc4f34b898..8bd3363018 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/log/DtLogger.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/log/DtLogger.java @@ -18,7 +18,6 @@ package com.dtstack.flinkx.log; import ch.qos.logback.classic.Level; -import ch.qos.logback.classic.LoggerContext; import ch.qos.logback.classic.encoder.PatternLayoutEncoder; import ch.qos.logback.classic.filter.ThresholdFilter; import ch.qos.logback.core.rolling.RollingFileAppender; @@ -26,9 +25,17 @@ import ch.qos.logback.core.util.FileSize; import ch.qos.logback.core.util.OptionHelper; import com.dtstack.flinkx.config.LogConfig; -import org.apache.commons.lang.StringUtils; -import org.apache.log4j.PatternLayout; -import org.apache.log4j.varia.LevelRangeFilter; +import org.apache.commons.lang3.StringUtils; +import org.apache.logging.log4j.LogManager; +import org.apache.logging.log4j.core.Appender; +import org.apache.logging.log4j.core.Filter; +import org.apache.logging.log4j.core.LoggerContext; +import org.apache.logging.log4j.core.appender.rolling.SizeBasedTriggeringPolicy; +import org.apache.logging.log4j.core.config.Configuration; +import org.apache.logging.log4j.core.config.LoggerConfig; +import org.apache.logging.log4j.core.filter.LevelRangeFilter; +import org.apache.logging.log4j.core.layout.PatternLayout; +import org.apache.logging.log4j.spi.StandardLevel; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.slf4j.impl.StaticLoggerBinder; @@ -45,14 +52,14 @@ public class DtLogger { private static Logger LOG = LoggerFactory.getLogger(DtLogger.class); private static boolean init = false; + public static final String LOG4J = "org.apache.logging.slf4j.Log4jLoggerFactory"; public static final String APPEND_NAME = "flinkx"; public static final String LOGGER_NAME = "com.dtstack"; - public static final String LOG4J = "org.slf4j.impl.Log4jLoggerFactory"; + private static boolean isLog4j2; public static final String LOGBACK = "ch.qos.logback.classic.util.ContextSelectorStaticBinder"; public static int LEVEL_INT = Integer.MAX_VALUE; - public static void config(LogConfig logConfig, String jobId) { if (logConfig == null || !logConfig.isLogger() || init) { return; @@ -67,58 +74,73 @@ public static void config(LogConfig logConfig, String jobId) { } String type = StaticLoggerBinder.getSingleton().getLoggerFactoryClassStr(); + LOG.info("current log type is {}", type); if (LOG4J.equalsIgnoreCase(type)) { configLog4j(logConfig, jobId); + isLog4j2 = true; } else if (LOGBACK.equalsIgnoreCase(type)) { configLogback(logConfig, jobId); + isLog4j2 = false; + }else{ + LOG.warn("log type {} is not [org.apache.logging.slf4j.Log4jLoggerFactory], either nor [ch.qos.logback.classic.util.ContextSelectorStaticBinder]", type); } init = true; } } - } + } private static void configLog4j(LogConfig logConfig, String jobId) { - org.apache.log4j.Logger logger = org.apache.log4j.Logger.getLogger(LOGGER_NAME); - org.apache.log4j.Level level = org.apache.log4j.Level.toLevel(logConfig.getLevel()); - LEVEL_INT = level.toInt(); + LOG.info("start to config log4j..."); + LoggerContext loggerContext = (LoggerContext) LogManager.getContext(); + Configuration config = loggerContext.getConfiguration(); + + org.apache.logging.log4j.Level level = org.apache.logging.log4j.Level.toLevel(logConfig.getLevel()); + LEVEL_INT = level.intLevel(); String pattern = logConfig.getPattern(); String path = logConfig.getPath(); - logger.removeAllAppenders(); - logger.setAdditivity(true); - logger.setLevel(level); - - org.apache.log4j.RollingFileAppender appender = new org.apache.log4j.RollingFileAppender(); - PatternLayout layout = new PatternLayout(); - if (StringUtils.isNotBlank(pattern)) { - layout.setConversionPattern(pattern); - } else { - layout.setConversionPattern(LogConfig.DEFAULT_LOG4J_PATTERN); + if (StringUtils.isBlank(pattern)) { + pattern = LogConfig.DEFAULT_LOG4J_PATTERN; } - LevelRangeFilter filter = new LevelRangeFilter(); - filter.setLevelMin(level); - appender.addFilter(filter); - appender.setLayout(layout); - appender.setFile(path + jobId + ".log"); - appender.setEncoding(StandardCharsets.UTF_8.name()); - appender.setMaxFileSize("1GB"); - appender.setMaxBackupIndex(1); - appender.setAppend(true); - appender.activateOptions(); - appender.setName(APPEND_NAME); + PatternLayout layout = PatternLayout.newBuilder() + .withCharset(StandardCharsets.UTF_8) + .withConfiguration(config) + .withPattern(pattern) + .build(); + + Filter filter = LevelRangeFilter.createFilter(org.apache.logging.log4j.Level.ERROR, + level, + Filter.Result.ACCEPT, + Filter.Result.DENY); + + Appender appender = org.apache.logging.log4j.core.appender.RollingFileAppender.newBuilder() + .withAppend(true) +// .setFilter(filter) + .withFileName(path + File.separator + jobId + ".log") + .withFilePattern(path + File.separator + jobId + ".%i.log") + .setName(APPEND_NAME) + .withPolicy(SizeBasedTriggeringPolicy.createPolicy("1GB")) + .setLayout(layout) + .setConfiguration(config) + .build(); + appender.start(); - logger.removeAllAppenders(); - logger.addAppender(appender); + for (final LoggerConfig loggerConfig : config.getLoggers().values()) { + loggerConfig.addAppender(appender, level, filter); + loggerConfig.setAdditive(false); + loggerConfig.setLevel(level); + } - logger.info("DtLogger config successfully, current log is [log4j]"); + LOG.info("DtLogger config successfully, current log is [log4j]"); } @SuppressWarnings("unchecked") private static void configLogback(LogConfig logConfig, String jobId) { - LoggerContext context = (LoggerContext) LoggerFactory.getILoggerFactory(); - ch.qos.logback.classic.Logger logger = context.getLogger(LOGGER_NAME); + LOG.info("start to config logback..."); + final ch.qos.logback.classic.LoggerContext context = (ch.qos.logback.classic.LoggerContext) LoggerFactory.getILoggerFactory(); + final ch.qos.logback.classic.Logger logger = context.getLogger(LOGGER_NAME); Level level = Level.toLevel(logConfig.getLevel()); LEVEL_INT = level.toInt(); @@ -166,14 +188,22 @@ private static void configLogback(LogConfig logConfig, String jobId) { logger.setAdditive(true); logger.addAppender(appender); - logger.info("DtLogger config successfully, current log is [logback]"); + LOG.info("DtLogger config successfully, current log is [logback]"); } public static boolean isEnableTrace(){ - return Level.TRACE_INT >= LEVEL_INT; + if(isLog4j2){ + return StandardLevel.TRACE.intLevel() >= LEVEL_INT; + }else{ + return Level.TRACE.levelInt >= LEVEL_INT; + } } public static boolean isEnableDebug(){ - return Level.DEBUG_INT >= LEVEL_INT; + if(isLog4j2){ + return StandardLevel.DEBUG.intLevel() >= LEVEL_INT; + }else{ + return Level.DEBUG.levelInt >= LEVEL_INT; + } } } diff --git a/flinkx-launcher/src/main/resources/log4j2.xml b/flinkx-launcher/src/main/resources/log4j2.xml new file mode 100644 index 0000000000..e9fc82c633 --- /dev/null +++ b/flinkx-launcher/src/main/resources/log4j2.xml @@ -0,0 +1,25 @@ + + + + + + %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n + + + + + + + + + + + + + + + ${pattern} + + + + \ No newline at end of file From 95e3d64a83893f8298e7c5beec2c768d5b4c73a3 Mon Sep 17 00:00:00 2001 From: cecotw <249508741@qq.com> Date: Wed, 3 Feb 2021 16:18:19 +0800 Subject: [PATCH 094/136] =?UTF-8?q?postgresql=E6=94=AF=E6=8C=81update?= =?UTF-8?q?=E5=A2=9E=E9=87=8F=E6=9B=B4=E6=96=B0=E6=93=8D=E4=BD=9C?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../postgresql/PostgresqlDatabaseMeta.java | 23 +++++++++++++++++-- 1 file changed, 21 insertions(+), 2 deletions(-) diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java index 4af93b9480..191dd0e493 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlDatabaseMeta.java @@ -20,7 +20,10 @@ import com.dtstack.flinkx.enums.EDatabaseType; import com.dtstack.flinkx.rdb.BaseDatabaseMeta; +import org.apache.commons.lang.StringUtils; +import java.util.ArrayList; +import java.util.Iterator; import java.util.List; import java.util.Map; @@ -73,10 +76,22 @@ public String getSqlQueryColumnFields(List column, String table) { "where attrelid = '%s' ::regclass and attnum > 0 and attisdropped = 'f'"; return String.format(sql,table); } - @Override public String getUpsertStatement(List column, String table, Map> updateKey) { - throw new UnsupportedOperationException("PostgreSQL not support update mode"); + return "INSERT INTO " + quoteTable(table) + + " (" + quoteColumns(column) + ") values " + + makeValues(column.size()) + + " ON CONFLICT (" + StringUtils.join(updateKey.get("key"), ",") + ") DO UPDATE SET " + + makeUpdatePart(column); + } + + private String makeUpdatePart (List column) { + List updateList = new ArrayList<>(); + for(String col : column) { + String quotedCol = quoteColumn(col); + updateList.add(quotedCol + "=excluded." + quotedCol); + } + return StringUtils.join(updateList, ","); } @Override @@ -98,4 +113,8 @@ public int getFetchSize(){ public int getQueryTimeout(){ return 1000; } + + private String makeValues(int nCols) { + return "(" + StringUtils.repeat("?", ",", nCols) + ")"; + } } From 5e6bd7ab885c1b2606bb41c541908731e8205ebc Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 21 Jan 2021 00:47:42 +0000 Subject: [PATCH 095/136] Bump jackson-databind from 2.9.10.1 to 2.9.10.7 in /flinkx-core Bumps [jackson-databind](https://github.com/FasterXML/jackson) from 2.9.10.1 to 2.9.10.7. - [Release notes](https://github.com/FasterXML/jackson/releases) - [Commits](https://github.com/FasterXML/jackson/commits) Signed-off-by: dependabot[bot] --- flinkx-core/pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index fd42d2ca17..8cd5c95808 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -123,7 +123,7 @@ com.fasterxml.jackson.core jackson-databind - 2.9.10.1 + 2.9.10.7 io.prometheus From eb6907f03e2db31694ec2cb863913258b0b7b6fd Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 12 Jan 2021 09:23:14 +0000 Subject: [PATCH 096/136] Bump junit from 4.12 to 4.13.1 Bumps [junit](https://github.com/junit-team/junit4) from 4.12 to 4.13.1. - [Release notes](https://github.com/junit-team/junit4/releases) - [Changelog](https://github.com/junit-team/junit4/blob/main/doc/ReleaseNotes4.12.md) - [Commits](https://github.com/junit-team/junit4/compare/r4.12...r4.13.1) Signed-off-by: dependabot[bot] --- pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pom.xml b/pom.xml index 274907c6a2..a7d057c196 100644 --- a/pom.xml +++ b/pom.xml @@ -127,7 +127,7 @@ junit junit - 4.12 + 4.13.1 test From f6ab97f55199ef90d55b8457afb60a5d4f65fbc5 Mon Sep 17 00:00:00 2001 From: huzk <1040080742@qq.com> Date: Thu, 4 Feb 2021 15:44:18 +0800 Subject: [PATCH 097/136] Update readme.md improve doc --- jars/readme.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/jars/readme.md b/jars/readme.md index e6a930809e..114b8a0ea6 100644 --- a/jars/readme.md +++ b/jars/readme.md @@ -20,6 +20,8 @@ mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversi mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=gbase-8.3.81.53.jar mvn install:install-file -DgroupId=com.dm -DartifactId=Dm7JdbcDriver18 -Dversion=7.6.0.197 -Dpackaging=jar -Dfile=Dm7JdbcDriver18.jar + +mvn install:install-file -DgroupId=com.kingbase8 -DartifactId=kingbase8 -Dversion=8.2.0 -Dpackaging=jar -Dfile=kingbase8-8.2.0.jar ``` 说明：这几个驱动包在我们自己搭建的仓库里有，并且这几个版本的驱动包在已经在生产环境中使用，所以不能很快修改版本，需要做相关测试，我们会在后期的版本中修改这两个驱动包的版本，可以先暂时下载安装驱动来解决。 From 84e19494a36545bb4056d38ce308b3b786eee810 Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 5 Feb 2021 18:05:15 +0800 Subject: [PATCH 098/136] =?UTF-8?q?1=E3=80=81=E6=96=B0=E5=A2=9EOracle=20Lo?= =?UTF-8?q?gMiner=E5=AE=9E=E6=97=B6=E9=87=87=E9=9B=86=E6=8F=92=E4=BB=B6=20?= =?UTF-8?q?2=E3=80=81=E6=96=87=E6=A1=A3=E4=BC=98=E5=8C=96=203=E3=80=81fix?= =?UTF-8?q?=20#323=204=E3=80=81fix=20#309?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitlab-ci.yml | 11 - README.md | 21 +- README_CH.md | 20 +- bin/flinkx | 1 + ci/install_jars.sh | 13 - ci/sonar_notify.sh | 14 - docs/contribution.md | 40 +- docs/example/LogMiner_hive.json | 51 ++ docs/example/binlog_hive.json | 52 ++ docs/example/binlog_stream.json | 41 ++ docs/example/cassandra_stream.json | 54 ++ docs/example/clickhouse_stream.json | 52 ++ docs/example/db2_stream.json | 52 ++ docs/example/dm_stream.json | 55 ++ docs/example/gbase_stream.json | 48 ++ docs/example/greenplum_stream.json | 36 + docs/example/hbase_stream.json | 65 ++ docs/example/kingbase_stream.json | 10 +- docs/example/mysql_stream.json | 52 ++ docs/example/oracle_stream.json | 53 ++ docs/example/phoenix5_stream.json | 61 ++ docs/example/polardb_stream.json | 52 ++ docs/example/postgresql_stream.json | 48 ++ docs/example/saphana_stream.json | 87 +++ docs/example/sqlserver_stream.json | 59 ++ docs/example/stream_cassandra.json | 64 ++ docs/example/stream_clickhouse.json | 67 ++ docs/example/stream_db2.json | 56 ++ docs/example/stream_dm.json | 56 ++ docs/example/stream_gbase.json | 48 ++ docs/example/stream_greenplum.json | 45 ++ docs/example/stream_hbase.json | 104 +++ docs/example/stream_kingbase.json | 16 +- docs/example/stream_mysql.json | 67 ++ docs/example/stream_oracle.json | 67 ++ docs/example/stream_phoenix5.json | 73 ++ docs/example/stream_polardb.json | 67 ++ docs/example/stream_postgresql.json | 63 ++ docs/example/stream_redis.json | 65 ++ docs/example/stream_restapi.json | 59 ++ docs/example/stream_saphana.json | 67 ++ docs/example/stream_sqlserver.json | 64 ++ docs/images/LogMiner/LogMiner1.png | Bin 0 -> 41841 bytes docs/images/LogMiner/LogMiner10.png | Bin 0 -> 31812 bytes docs/images/LogMiner/LogMiner11.png | Bin 0 -> 45832 bytes docs/images/LogMiner/LogMiner12.png | Bin 0 -> 30107 bytes docs/images/LogMiner/LogMiner13.png | Bin 0 -> 31839 bytes docs/images/LogMiner/LogMiner14.png | Bin 0 -> 33540 bytes docs/images/LogMiner/LogMiner15.png | Bin 0 -> 31812 bytes docs/images/LogMiner/LogMiner16.png | Bin 0 -> 48114 bytes docs/images/LogMiner/LogMiner17.png | Bin 0 -> 30386 bytes docs/images/LogMiner/LogMiner18.png | Bin 0 -> 31839 bytes 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docs/offline/reader/phoenixreader.md | 147 ++-- docs/offline/reader/polardbreader.md | 136 +++- docs/offline/reader/postgresqlreader.md | 133 ++-- docs/offline/reader/saphanareader.md | 94 ++- docs/offline/reader/sqlserverreader.md | 153 ++-- docs/offline/reader/streamreader.md | 6 +- docs/offline/writer/carbondatawriter.md | 42 +- docs/offline/writer/cassandrawriter.md | 39 +- docs/offline/writer/clickhousewriter.md | 101 ++- docs/offline/writer/db2writer.md | 142 ++-- docs/offline/writer/dmwriter.md | 119 ++-- docs/offline/writer/eswriter.md | 26 +- docs/offline/writer/ftpwriter.md | 230 +++--- docs/offline/writer/gbasewriter.md | 102 +-- docs/offline/writer/greenplumwriter.md | 87 ++- docs/offline/writer/hbasewriter.md | 233 +++--- docs/offline/writer/hdfswriter.md | 529 +++++++------- docs/offline/writer/hivewriter.md | 317 +++++++-- docs/offline/writer/kingbasewriter.md | 145 ++-- docs/offline/writer/kuduwriter.md | 197 +++--- docs/offline/writer/mongodbwriter.md | 40 +- docs/offline/writer/mysqlwriter.md | 98 ++- docs/offline/writer/odpswriter.md | 114 +-- docs/offline/writer/oraclewriter.md | 90 ++- docs/offline/writer/phoenixwriter.md | 92 ++- docs/offline/writer/polardbwriter.md | 100 ++- docs/offline/writer/postgresqlwriter.md | 70 +- docs/offline/writer/rediswriter.md | 32 +- docs/offline/writer/saphanawriter.md | 76 +- docs/offline/writer/sqlserverwriter.md | 72 +- docs/quickstart.md | 217 ++++-- .../LogMiner\345\216\237\347\220\206.md" | 392 +++++++++++ .../LogMiner\351\205\215\347\275\256.md" | 434 ++++++++++++ ...06\345\217\212\351\205\215\347\275\256.md" | 237 +++++++ docs/realTime/reader/LogMiner.md | 236 +++++++ docs/realTime/reader/binlogreader.md | 477 ++++++++----- docs/realTime/reader/emqxreader.md | 49 +- docs/realTime/reader/kafkareader.md | 31 +- docs/realTime/reader/mongodboplogreader.md | 35 +- docs/realTime/reader/pgwalreader.md | 271 ++----- docs/realTime/reader/restapireader.md | 11 +- docs/realTime/writer/emqxwriter.md | 89 ++- docs/realTime/writer/kafkawriter.md | 28 +- docs/realTime/writer/restapiwriter.md | 18 +- .../flinkx/kafkabase/util/KafkaUtil.java | 2 + .../format/KafkaBaseInputFormat.java | 3 +- .../com/dtstack/flinkx/launcher/Launcher.java | 7 +- .../flinkx-oraclelogminer-reader/pom.xml | 106 +++ .../oraclelogminer/entity/QueueData.java | 52 ++ .../flinkx/oraclelogminer/format/LogFile.java | 87 +++ .../oraclelogminer/format/LogMinerConfig.java | 188 +++++ .../format/LogMinerConnection.java | 661 ++++++++++++++++++ .../format/LogMinerListener.java | 198 ++++++ .../oraclelogminer/format/LogParser.java | 249 +++++++ .../format/OracleLogMinerInputFormat.java | 108 +++ .../format/PositionManager.java | 37 + .../OracleLogMinerInputFormatBuilder.java | 241 +++++++ .../reader/OraclelogminerReader.java | 75 ++ .../flinkx/oraclelogminer/util/OraUtil.java | 65 ++ .../flinkx/oraclelogminer/util/SqlUtil.java | 401 +++++++++++ flinkx-oraclelogminer/pom.xml | 36 + flinkx-test/pom.xml | 6 + .../com/dtstack/flinkx/test/LocalTest.java | 2 + jars/readme.md | 28 +- pom.xml | 1 + 155 files changed, 10412 insertions(+), 2756 deletions(-) delete mode 100644 .gitlab-ci.yml delete mode 100644 ci/install_jars.sh delete mode 100644 ci/sonar_notify.sh create mode 100644 docs/example/LogMiner_hive.json create mode 100644 docs/example/binlog_hive.json create mode 100644 docs/example/binlog_stream.json create mode 100644 docs/example/cassandra_stream.json create mode 100644 docs/example/clickhouse_stream.json create mode 100644 docs/example/db2_stream.json create mode 100644 docs/example/dm_stream.json create mode 100644 docs/example/gbase_stream.json create mode 100644 docs/example/greenplum_stream.json create mode 100644 docs/example/hbase_stream.json create mode 100644 docs/example/mysql_stream.json create mode 100644 docs/example/oracle_stream.json create mode 100644 docs/example/phoenix5_stream.json create mode 100644 docs/example/polardb_stream.json create mode 100644 docs/example/postgresql_stream.json create mode 100644 docs/example/saphana_stream.json create mode 100644 docs/example/sqlserver_stream.json create mode 100644 docs/example/stream_cassandra.json create mode 100644 docs/example/stream_clickhouse.json create mode 100644 docs/example/stream_db2.json create mode 100644 docs/example/stream_dm.json create mode 100644 docs/example/stream_gbase.json create mode 100644 docs/example/stream_greenplum.json create mode 100644 docs/example/stream_hbase.json create mode 100644 docs/example/stream_mysql.json create mode 100644 docs/example/stream_oracle.json create mode 100644 docs/example/stream_phoenix5.json create mode 100644 docs/example/stream_polardb.json create mode 100644 docs/example/stream_postgresql.json create mode 100644 docs/example/stream_redis.json create mode 100644 docs/example/stream_restapi.json create mode 100644 docs/example/stream_saphana.json create mode 100644 docs/example/stream_sqlserver.json create mode 100644 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docs/images/LogMiner/LogMiner5.png create mode 100644 docs/images/LogMiner/LogMiner6.png create mode 100644 docs/images/LogMiner/LogMiner7.png create mode 100644 docs/images/LogMiner/LogMiner8.png create mode 100644 docs/images/LogMiner/LogMiner9.png create mode 100644 "docs/realTime/other/LogMiner\345\216\237\347\220\206.md" create mode 100644 "docs/realTime/other/LogMiner\351\205\215\347\275\256.md" create mode 100644 "docs/realTime/other/PgWal\345\216\237\347\220\206\345\217\212\351\205\215\347\275\256.md" create mode 100644 docs/realTime/reader/LogMiner.md create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/entity/QueueData.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogFile.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerListener.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogParser.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/OracleLogMinerInputFormat.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/PositionManager.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OracleLogMinerInputFormatBuilder.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OraclelogminerReader.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/OraUtil.java create mode 100644 flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java create mode 100644 flinkx-oraclelogminer/pom.xml diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml deleted file mode 100644 index f29c0c55bc..0000000000 --- a/.gitlab-ci.yml +++ /dev/null @@ -1,11 +0,0 @@ -build: - stage: test - script: - - sh ci/install_jars.sh - - mvn clean org.jacoco:jacoco-maven-plugin:0.7.8:prepare-agent package -Dmaven.test.failure.ignore=true -q - - mvn sonar:sonar -Dsonar.projectKey="dt-insight-engine/flinkx" -Dsonar.host.url=http://172.16.100.198:9000 -Dsonar.jdbc.url=jdbc:postgresql://172.16.100.198:5432/sonar -Dsonar.java.binaries=target/sonar -Dsonar.login=11974c5e9a29625efa09fdc3c3fdc031efb1aab1 - - sh ci/sonar_notify.sh - only: - - 1.8_dev - tags: - - dt-insight-engine \ No newline at end of file diff --git a/README.md b/README.md index cd8aa4cea1..313ecf207e 100644 --- a/README.md +++ b/README.md @@ -11,12 +11,20 @@ English | [中文](README_CH.md) - We use [DingTalk](https://www.dingtalk.com/) to communicate,You can search the group number [**30537511**] or scan the QR code below to join the communication group -

- -
+
+ +
# Introduction +* **FlinkX is a distributed offline and real-time data synchronization framework based on flink widely used in 袋鼠云, which realizes efficient data migration between multiple heterogeneous data sources.** + +Different data sources are abstracted into different Reader plugins, and different data targets are abstracted into different Writer plugins. In theory, the FlinkX framework can support data synchronization of any data source type. As a set of ecosystems, every time a set of new data sources is connected, the newly added data sources can realize intercommunication with existing data sources. + +
+ +
+ FlinkX is a data synchronization tool based on Flink. FlinkX can collect static data, such as MySQL, HDFS, etc, as well as real-time changing data, such as MySQL binlog, Kafka, etc. FlinkX currently includes the following features: - Most plugins support concurrent reading and writing of data, which can greatly improve the speed of reading and writing; @@ -71,6 +79,13 @@ The following databases are currently supported: | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | +| | Oracle LogMiner| [doc](docs/realTime/reader/LogMiner.md) | | + +# Fundamental +In the underlying implementation, FlinkX relies on Flink, and the data synchronization task will be translated into StreamGraph and executed on Flink. The basic principle is as follows: +
+ +
# Quick Start diff --git a/README_CH.md b/README_CH.md index c181ce45c0..eb2b4ce4e3 100644 --- a/README_CH.md +++ b/README_CH.md @@ -22,11 +22,18 @@ Flink开发工程师JD要求：
- 我们使用[钉钉](https://www.dingtalk.com/)沟通交流，可以搜索群号[**30537511**]或者扫描下面的二维码进入钉钉群 -
- -
+
+ +
# 介绍 +* **FlinkX是在是袋鼠云内部广泛使用的基于flink的分布式离线和实时的数据同步框架，实现了多种异构数据源之间高效的数据迁移。** + +不同的数据源头被抽象成不同的Reader插件，不同的数据目标被抽象成不同的Writer插件。理论上，FlinkX框架可以支持任意数据源类型的数据同步工作。作为一套生态系统，每接入一套新数据源该新加入的数据源即可实现和现有的数据源互通。 + +
+ +
FlinkX是一个基于Flink的批流统一的数据同步工具，既可以采集静态的数据，比如MySQL，HDFS等，也可以采集实时变化的数据，比如MySQL binlog，Kafka等。FlinkX目前包含下面这些特性： @@ -82,6 +89,13 @@ FlinkX目前支持下面这些数据库： | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | +| | Oracle LogMiner | [doc](docs/realTime/reader/LogMiner.md) | | + +# 基本原理 +在底层实现上，FlinkX依赖Flink，数据同步任务会被翻译成StreamGraph在Flink上执行，基本原理如下图： +
+ +
# 快速开始 diff --git a/bin/flinkx b/bin/flinkx index 5af671e003..f31a8ae7f0 100755 --- a/bin/flinkx +++ b/bin/flinkx @@ -38,3 +38,4 @@ CLASS_NAME=com.dtstack.flinkx.launcher.Launcher echo "flinkx starting ..." nohup $JAVA_RUN -cp $JAR_DIR $CLASS_NAME $@ & +tail -f nohup.out \ No newline at end of file diff --git a/ci/install_jars.sh b/ci/install_jars.sh deleted file mode 100644 index 23a0e3850c..0000000000 --- a/ci/install_jars.sh +++ /dev/null @@ -1,13 +0,0 @@ -#!/usr/bin/env bash - -## db2 driver -mvn install:install-file -DgroupId=com.ibm.db2 -DartifactId=db2jcc -Dversion=3.72.44 -Dpackaging=jar -Dfile=jars/db2jcc-3.72.44.jar - -## oracle driver -mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversion=12.2.0.1 -Dpackaging=jar -Dfile=jars/ojdbc8-12.2.0.1.jar - -## gbase driver -mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=jars/gbase-8.3.81.53.jar - -## dm driver -mvn install:install-file -DgroupId=dm.jdbc.driver -DartifactId=dm7 -Dversion=18.0.0 -Dpackaging=jar -Dfile=jars/Dm7JdbcDriver18.jar \ No newline at end of file diff --git a/ci/sonar_notify.sh b/ci/sonar_notify.sh deleted file mode 100644 index 4ab9172260..0000000000 --- a/ci/sonar_notify.sh +++ /dev/null @@ -1,14 +0,0 @@ -#!/bin/bash -#参考钉钉文档 https://open-doc.dingtalk.com/microapp/serverapi2/qf2nxq - sonarreport=$(curl -s http://172.16.100.198:8082/?projectname=dt-insight-engine/flinkx) - curl -s "https://oapi.dingtalk.com/robot/send?access_token=e2718f7311243d2e58fa2695aa9c67a37760c7fce553311a32d53b3f092328ed" \ - -H "Content-Type: application/json" \ - -d "{ - \"msgtype\": \"markdown\", - \"markdown\": { - \"title\":\"sonar代码质量\", - \"text\": \"## sonar代码质量报告: \n -> [sonar地址](http://172.16.100.198:9000/dashboard?id=dt-insight-engine/flinkx) \n -> ${sonarreport} \n\" - } - }" \ No newline at end of file diff --git a/docs/contribution.md b/docs/contribution.md index 2063b96ddd..af06261f8a 100644 --- a/docs/contribution.md +++ b/docs/contribution.md @@ -13,8 +13,8 @@ ## 开发环境 -- Flink集群: 1.4及以上(单机模式不需要安装Flink集群） -- Java: JDK8及以上 +- Flink集群: 版本与FlinkX版本对应(单机模式不需要安装Flink集群） +- Java: JDK8 - 操作系统：理论上不限，但是目前只编写了shell启动脚本，用户可以可以参考shell脚本编写适合特定操作系统的启动脚本。 开发之前，需要理解以下概念： @@ -41,13 +41,13 @@ ## 插件入口类 -插件的入口类需继承**DataReader**和**DataWriter**，在内部获取任务json传来的参数，通过相应的**Builder**构建对应**InputFormat**和**OutputFormat**实例 +插件的入口类需继承**BaseDataReader**和**BaseDataWriter**，在内部获取任务json传来的参数，通过相应的**Builder**构建对应**InputFormat**和**OutputFormat**实例 ### DataReader ```java -public class SomeReader extends DataReader { +public class SomeReader extends BaseDataReader { protected String oneParameter; public SomeReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); @@ -59,7 +59,7 @@ public class SomeReader extends DataReader { } ``` -reader类需继承DataReader，同时重写readData方法。在构造函数中获取任务json中构建InputFormat所需要的参数，代码案例如下： +reader类需继承BaseDataReader，同时重写readData方法。在构造函数中获取任务json中构建InputFormat所需要的参数，代码案例如下： 构造方法 @@ -92,7 +92,7 @@ public DataStream readData() { ### DataWriter ```java -public class SomeWriter extends DataWriter { +public class SomeWriter extends BaseDataWriter { protected String oneParameter; public SomeWriter(DataTransferConfig config) { super(config); @@ -105,7 +105,7 @@ public class SomeWriter extends DataWriter { } ``` -和DataReader类似，writer需继承DataWriter，同时重写writeData方法。通常会创建一个ConfigKeys类，包含reader和writer所有需要的使用的任务json中参数的key。 +和DataReader类似，writer需继承BaseDataWriter，同时重写writeData方法。通常会创建一个ConfigKeys类，包含reader和writer所有需要的使用的任务json中参数的key。 构造方法 @@ -136,10 +136,10 @@ public DataStreamSink writeData(DataStream dataSet) { ### InputFormatBuilder的设计 -需继承**RichInputFormatBuilder** +需继承**BaseRichInputFormatBuilder** ```java -public class SomeInputFormatBuilder extends RichInputFormatBuilder { +public class SomeInputFormatBuilder extends BaseRichInputFormatBuilder { /** * 首先实例化一个InputFormat实例，通过构造函数传递，通过set方法设置参数 */ @@ -161,10 +161,10 @@ public class SomeInputFormatBuilder extends RichInputFormatBuilder { ### InputFormat的设计 -需继承**RichInputFormat**，根据任务逻辑分别实现 +需继承**BaseRichInputFormat**，根据任务逻辑分别实现 ```java -public class SomeInputFormat extends RichInputFormat { +public class SomeInputFormat extends BaseRichInputFormat { @override public void openInputFormat() { @@ -256,10 +256,10 @@ public class SomeInputFormat extends RichInputFormat { ### OutputFormatBuilder -需继承**RichOutputFormatBuilder**，和**InputFormatBuilder**相似 +需继承**BaseRichOutputFormatBuilder**，和**InputFormatBuilder**相似 ```java -public class SomeOutputFormatBuilder extends RichOutputFormatBuilder { +public class SomeOutputFormatBuilder extends BaseRichOutputFormatBuilder { /** * 首先实例化一个OutputFormat实例，通过构造函数传递，通过设计set方法设置参数 * 如下演示 @@ -282,10 +282,10 @@ public class SomeOutputFormatBuilder extends RichOutputFormatBuilder { ### OutputFormat -需继承**RichOutputFormat** +需继承**BaseRichOutputFormat** ```java -public class SomeOutputFormat extends RichOutputFormat { +public class SomeOutputFormat extends BaseRichOutputFormat { @Override protected void openInternal(int taskNumber, int numTasks) throws IOException {} @@ -451,10 +451,9 @@ public class Row implements Serializable{ ## 加载原理 -1. 框架扫描`plugin/reader`和`plugin/writer`目录，加载每个插件的`plugin.json`文件。 -1. 以`plugin.json`文件中`name`为key，索引所有的插件配置。如果发现重名的插件或者不存在的插件，框架会异常退出。 -1. 用户在插件中在`reader`/`writer`配置的`name`字段指定插件名字。框架根据插件的类型（`reader`/`writer`）和插件名称去插件的路径下扫描所有的jar，加入`classpath`。 -1. 根据插件配置中定义的入口类，框架通过反射实例化对应的`Job`对象。 +1. 用户在插件中在`reader`/`writer`配置的`name`字段指定插件名字。 +2. 框架根据插件的类型（`reader`/`writer`）和插件名称去插件的路径下扫描所有的jar，加入`classpath`。 +3. 根据插件配置中定义的入口类，框架通过反射实例化对应的`Job`对象。 ## 统一的目录结构 @@ -465,7 +464,6 @@ public class Row implements Serializable{ ``` ${Flinkx_HOME} |-- bin -| -- flink | -- flinkx.sh | |-- flinkx-somePlugin @@ -511,4 +509,4 @@ unix平台 mvn clean package -DskipTests -Prelease -DscriptType=sh ``` -打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，plugins目录下存放编译好的数据同步插件包，之后就可以提交开发平台测试啦！ +打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，syncplugins目录下存放编译好的数据同步插件包，之后就可以提交开发平台测试啦！ diff --git a/docs/example/LogMiner_hive.json b/docs/example/LogMiner_hive.json new file mode 100644 index 0000000000..c69d7492cf --- /dev/null +++ b/docs/example/LogMiner_hive.json @@ -0,0 +1,51 @@ +{ + "job" : { + "content" : [ { + "reader" : { + "parameter" : { + "schema" : "ROMA_LOGMINER", + "password" : "password", + "cat" : "insert,update,delete", + "jdbcUrl" : "jdbc:oracle:thin:@//localhost:1521/xib", + "readPosition" : "current", + "pavingData" : true, + "table" : [ "ROMA_LOGMINER.TEST" ], + "username" : "username" + }, + "name" : "oraclelogminerreader" + }, + "writer" : { + "parameter" : { + "writeMode" : "append", + "partitionType" : "DAY", + "tablesColumn" : "{\"TEST\":[{\"type\":\"VARCHAR2\",\"key\":\"before_ID\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR2\",\"key\":\"after_ID\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"type\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"schema\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"table\"},{\"comment\":\"\",\"type\":\"bigint\",\"key\":\"ts\"}]}", + "partition" : "pt", + "hadoopConfig" : { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "fs.defaultFS" : "hdfs://ns1", + "dfs.namenode.rpc-address.ns1.nn2" : "ip2:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "ip1:9000", + "dfs.nameservices" : "ns1", + "fs.hdfs.impl.disable.cache" : "true", + "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" + }, + "jdbcUrl" : "jdbc:hive2://ip3:8191/test", + "defaultFS" : "hdfs://ns1", + "fileType" : "parquet", + "charsetName" : "utf-8" + }, + "name" : "hivewriter" + } + } ], + "setting" : { + "restore" : { + "isRestore" : true, + "isStream" : true + }, + "speed" : { + "channel" : 1 + } + } + } +} \ No newline at end of file diff --git a/docs/example/binlog_hive.json b/docs/example/binlog_hive.json new file mode 100644 index 0000000000..1acd0e3b50 --- /dev/null +++ b/docs/example/binlog_hive.json @@ -0,0 +1,52 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "table": ["schema.table"], + "password": "passwd", + "database": "schema", + "port": 3306, + "cat": "insert,update,delete", + "host": "host", + "jdbcUrl": "jdbc:mysql://host:3306/schema", + "pavingData": true, + "username": "user" + }, + "name": "binlogreader" + }, + "writer": { + "parameter": { + "writeMode": "overwrite", + "partitionType": "DAY", + "tablesColumn" : "{\"CDC\":[{\"type\":\"VARCHAR2\",\"key\":\"before_ID\",\"comment\":\"\"},{\"comment\":\"\",\"type\":\"VARCHAR2\",\"key\":\"after_ID\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"type\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"schema\"},{\"comment\":\"\",\"type\":\"varchar\",\"key\":\"table\"},{\"comment\":\"\",\"type\":\"bigint\",\"key\":\"ts\"}]}", + "partition": "pt", + "hadoopConfig": { + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2": "host1:9000", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1": "host2:9000", + "dfs.nameservices": "ns1" + }, + "jdbcUrl": "jdbc:hive2://host1:10000/dev", + "defaultFS": "hdfs://ns1", + "fileType": "orc", + "charsetName": "utf-8", + "username": "admin" + }, + "name": "hivewriter" + } + } + ], + "setting": { + "restore": { + "isRestore": true, + "isStream": true + }, + "speed": { + "channel": 1 + } + } + } +} \ No newline at end of file diff --git a/docs/example/binlog_stream.json b/docs/example/binlog_stream.json new file mode 100644 index 0000000000..6606c89181 --- /dev/null +++ b/docs/example/binlog_stream.json @@ -0,0 +1,41 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "filter": "schema\\.table", + "password": "passwd", + "database": "database", + "port": 3306, + "start" : { + "journalName": "binlog.000031", + "timestamp": 1610525946000, + "position": 4 + }, + "cat": "DELETE,INSERT,UPDATE", + "host": "localhost", + "jdbcUrl": "jdbc:mysql://localhost:3306/schema", + "pavingData": true, + "username": "username" + }, + "name": "binlogreader" + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "isStream": true + }, + "speed": { + "channel": 1 + } + } + } +} \ No newline at end of file diff --git a/docs/example/cassandra_stream.json b/docs/example/cassandra_stream.json new file mode 100644 index 0000000000..b764be874c --- /dev/null +++ b/docs/example/cassandra_stream.json @@ -0,0 +1,54 @@ +{ + "job" : { + "content" : [ { + "reader": { + "name": "cassandrareader", + "parameter": { + "host": "localhost", + "port": 9042, + "username":"", + "password":"", + "useSSL":false, + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "cf1:id", + "type": "string" + } + ] + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/clickhouse_stream.json b/docs/example/clickhouse_stream.json new file mode 100644 index 0000000000..eaa608cac7 --- /dev/null +++ b/docs/example/clickhouse_stream.json @@ -0,0 +1,52 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "int" + }, { + "name" : "user_id", + "type" : "int" + }, { + "name" : "name", + "type" : "string" + },{ + "name" : "eventDate", + "type" : "date" + } + ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:clickhouse://localhost:8123/database" ], + "table" : [ "test" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "clickhousereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} \ No newline at end of file diff --git a/docs/example/db2_stream.json b/docs/example/db2_stream.json new file mode 100644 index 0000000000..d835e22e86 --- /dev/null +++ b/docs/example/db2_stream.json @@ -0,0 +1,52 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint" + },{ + "name" : "name", + "type" : "varchar" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:db2://localhost:50002/database" ], + "table" : [ "TEST" ] + } ], + "where": "", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "db2reader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} \ No newline at end of file diff --git a/docs/example/dm_stream.json b/docs/example/dm_stream.json new file mode 100644 index 0000000000..5ca44a0240 --- /dev/null +++ b/docs/example/dm_stream.json @@ -0,0 +1,55 @@ +{ + "job": { + "content": [ + { + "reader": { + "name": "dmreader", + "parameter": { + "column": [ + { + "name": "ID", + "type": "int" + }, + { + "name": "AGE", + "type": "int" + } + ], + "increColumn": "", + "startLocation": "", + "username": "username", + "password": "password", + "connection": [ + { + "jdbcUrl": ["jdbc:dm://localhost:5236"], + "table": ["TABLE"] + } + ], + "where": "" + } + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} \ No newline at end of file diff --git a/docs/example/gbase_stream.json b/docs/example/gbase_stream.json new file mode 100644 index 0000000000..a8c26230d5 --- /dev/null +++ b/docs/example/gbase_stream.json @@ -0,0 +1,48 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint" + }, { + "name" : "user_id", + "type" : "bigint" + }, { + "name" : "name", + "type" : "varchar" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/database" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "gbasereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} \ No newline at end of file diff --git a/docs/example/greenplum_stream.json b/docs/example/greenplum_stream.json new file mode 100644 index 0000000000..68ec13a786 --- /dev/null +++ b/docs/example/greenplum_stream.json @@ -0,0 +1,36 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ {"name" : "id", "type": "int"}], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : ["jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database"], + "table" : ["table"] + } ], + "where": "", + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "greenplumreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} \ No newline at end of file diff --git a/docs/example/hbase_stream.json b/docs/example/hbase_stream.json new file mode 100644 index 0000000000..3662beb674 --- /dev/null +++ b/docs/example/hbase_stream.json @@ -0,0 +1,65 @@ +{ + "job": { + "content": [ + { + "reader": { + "name": "hbasereader", + "parameter": { + "hbaseConfig": { + "hbase.zookeeper.property.clientPort": "2181", + "hbase.rootdir": "hdfs://ns1/hbase", + "hbase.cluster.distributed": "true", + "hbase.zookeeper.quorum": "node01,node02,node03", + "zookeeper.znode.parent": "/hbase" + }, + "table": "sb5", + "encodig": "utf-8", + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "cf1:id", + "type": "string" + } + ], + "range": { + "startRowkey": "", + "endRowkey": "", + "isBinaryRowkey": false + } + } + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} \ No newline at end of file diff --git a/docs/example/kingbase_stream.json b/docs/example/kingbase_stream.json index db34cbfdfd..9566ba92c9 100644 --- a/docs/example/kingbase_stream.json +++ b/docs/example/kingbase_stream.json @@ -4,12 +4,12 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], - "table": ["kudu"], - "schema":"test" + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/database"], + "table": ["table"], + "schema":"schema" }], "column": ["*"], "customSql": "", diff --git a/docs/example/mysql_stream.json b/docs/example/mysql_stream.json new file mode 100644 index 0000000000..a0702ed741 --- /dev/null +++ b/docs/example/mysql_stream.json @@ -0,0 +1,52 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "username", + "password": "password", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://0.0.0.1:3306/database?useUnicode=true&characterEncoding=utf8"], + "table": ["table"] + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "mysqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/oracle_stream.json b/docs/example/oracle_stream.json new file mode 100644 index 0000000000..2ba2f47d34 --- /dev/null +++ b/docs/example/oracle_stream.json @@ -0,0 +1,53 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "username", + "password": "password", + "connection": [{ + "jdbcUrl": ["jdbc:oracle:thin:@0.0.0.1:1521:oracle"], + "table": ["TABLE"] + }], + "column": ["*"], + "customSql": "", + "where": "ID < 10000", + "splitPk": "", + "fetchSize": 1024, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "oraclereader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/phoenix5_stream.json b/docs/example/phoenix5_stream.json new file mode 100644 index 0000000000..7d1d0df7bb --- /dev/null +++ b/docs/example/phoenix5_stream.json @@ -0,0 +1,61 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint" + }, { + "name" : "user_id", + "type" : "bigint" + }, { + "name" : "name", + "type" : "varchar" + } ], + "username" : "", + "password" : "", + "connection" : [ { + "jdbcUrl" : [ "jdbc:phoenix:node01,node02,node03:2181" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "phoenixreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/polardb_stream.json b/docs/example/polardb_stream.json new file mode 100644 index 0000000000..78b69c0d5d --- /dev/null +++ b/docs/example/polardb_stream.json @@ -0,0 +1,52 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "username", + "password": "password", + "connection": [{ + "jdbcUrl": ["jdbc:polardb://0.0.0.1:3306/database"], + "table": ["table"] + }], + "column": ["*"], + "customSql": "", + "where": "id < 100", + "splitPk": "", + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "polardbreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/postgresql_stream.json b/docs/example/postgresql_stream.json new file mode 100644 index 0000000000..05278bb6d1 --- /dev/null +++ b/docs/example/postgresql_stream.json @@ -0,0 +1,48 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint" + }, { + "name" : "user_id", + "type" : "bigint" + }, { + "name" : "name", + "type" : "varchar" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:postgresql://0.0.0.1:5432/postgres" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "postgresqlreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} \ No newline at end of file diff --git a/docs/example/saphana_stream.json b/docs/example/saphana_stream.json new file mode 100644 index 0000000000..084eaf48d1 --- /dev/null +++ b/docs/example/saphana_stream.json @@ -0,0 +1,87 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "username": "username", + "password": "password", + "connection": [ + { + "jdbcUrl": [ + "jdbc:sap://0.0.0.1:39017" + ], + "table": [ + "SYS.P_DPAPI_KEY_" + ] + } + ], + "column": [ + { + "name": "OID", + "type": "BIGINT" + }, + { + "name": "CALLER", + "type": "NVARCHAR" + }, + { + "name": "RECORD_ID", + "type": "NVARCHAR" + }, + { + "name": "KEY_ID", + "type": "INTEGER" + }, + { + "name": "KEY", + "type": "VARBINARY" + }, + { + "name": "CREATE_USER", + "type": "NVARCHAR" + }, + { + "name": "CREATE_TIME", + "type": "BIGINT" + }, + { + "name": "DATA_ENCRYPTION_ALGORITHM", + "type": "TINYINT" + }, + { + "name": "IS_CURRENT_KEY", + "type": "TINYINT" + } + ] + }, + "name": "saphanareader" + }, + + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false, + "isStream": false + }, + "errorLimit": {}, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "trace", + "path": "", + "pattern": "" + } + } + } +} \ No newline at end of file diff --git a/docs/example/sqlserver_stream.json b/docs/example/sqlserver_stream.json new file mode 100644 index 0000000000..2e8ed1a2cc --- /dev/null +++ b/docs/example/sqlserver_stream.json @@ -0,0 +1,59 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter" : { + "column" : [ { + "name" : "id", + "type" : "bigint" + }, { + "name" : "user_id", + "type" : "bigint" + }, { + "name" : "name", + "type" : "varchar" + } ], + "username" : "username", + "password" : "password", + "connection" : [ { + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=database" ], + "table" : [ "tableTest" ] + } ], + "where": "id > 1", + "splitPk": "id", + "fetchSize": 1000, + "queryTimeOut": 1000, + "customSql": "", + "requestAccumulatorInterval": 2 + }, + "name" : "sqlserverreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } \ No newline at end of file diff --git a/docs/example/stream_cassandra.json b/docs/example/stream_cassandra.json new file mode 100644 index 0000000000..80b8e3cc41 --- /dev/null +++ b/docs/example/stream_cassandra.json @@ -0,0 +1,64 @@ +{ + "job" : { + "content" : [ { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "id", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "name": "cassandrawriterer", + "parameter": { + "host": "localhost", + "port": 9042, + "username":"", + "password":"", + "useSSL":false, + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "cf1:id", + "type": "string" + } + ] + } + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_clickhouse.json b/docs/example/stream_clickhouse.json new file mode 100644 index 0000000000..77a65aa4f6 --- /dev/null +++ b/docs/example/stream_clickhouse.json @@ -0,0 +1,67 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name" : "name", + "type" : "string" + }, + { + "name" : "eventDate", + "type" : "date" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "clickhousewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:clickhouse://localhost:8123/database", + "table": ["test"] + }], + "username": "username", + "password": "password", + "column": ["id","user_id","name","eventDate"], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_db2.json b/docs/example/stream_db2.json new file mode 100644 index 0000000000..17370323c1 --- /dev/null +++ b/docs/example/stream_db2.json @@ -0,0 +1,56 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "sliceRecordCount": ["1"], + "column": [ + { + "name" : "id", + "type" : "int", + "value": "2" + },{ + "name" : "name", + "type" : "String" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "db2writer", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:db2://localhost:50002/database", + "table": ["TEST"] + }], + "username": "username", + "password": "password", + "column": ["id","name"], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_dm.json b/docs/example/stream_dm.json new file mode 100644 index 0000000000..ec97eddb0a --- /dev/null +++ b/docs/example/stream_dm.json @@ -0,0 +1,56 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "age", + "type": "int" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "dmwriter", + "parameter": { + "username": "username", + "password": "password", + "connection": [ + { + "jdbcUrl": "jdbc:dm://localhost:5236", + "table": ["TABLE"] + } + ], + "preSql": [], + "postSql": [], + "writeMode": "insert", + "column": ["ID","AGE"] + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_gbase.json b/docs/example/stream_gbase.json new file mode 100644 index 0000000000..76269b24d3 --- /dev/null +++ b/docs/example/stream_gbase.json @@ -0,0 +1,48 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "age", + "type": "int" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "gbasewriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:gbase://0.0.0.1:5258/database", + "table": ["tableTest"] + }], + "username": "username", + "password": "password", + "column": ["id","age"], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_greenplum.json b/docs/example/stream_greenplum.json new file mode 100644 index 0000000000..04ee214b7a --- /dev/null +++ b/docs/example/stream_greenplum.json @@ -0,0 +1,45 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "column": [ + { + "name": "id", + "type": "int", + "value": 1 + } + ], + "sliceRecordCount": ["100"] + }, + "name" : "streamreader" + }, + "writer": { + "name": "greenplumwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database", + "table": ["tbl_pay_log_copy"] + }], + "username": "username", + "password": "password", + "column": ["id"], + "writeMode": "insert", + "insertSqlMode": "copy", + "batchSize": 100, + "preSql": ["TRUNCATE tbl_pay_log_copy"], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_hbase.json b/docs/example/stream_hbase.json new file mode 100644 index 0000000000..6ae32d1461 --- /dev/null +++ b/docs/example/stream_hbase.json @@ -0,0 +1,104 @@ +{ + "job" : { + "content" : [ { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "string", + "type": "string", + "value": "2020-01-01 01:01:02" + }, + { + "name": "boolean", + "type": "boolean" + }, + { + "name": "long", + "type": "long" + }, + { + "name": "double", + "type": "double" + }, + { + "name": "timestamp", + "type": "timestamp" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "name": "hbasewriter", + "parameter": { + "hbaseConfig": { + "hbase.zookeeper.property.clientPort": "2181", + "hbase.rootdir": "hdfs://ns1/hbase", + "hbase.cluster.distributed": "true", + "hbase.zookeeper.quorum": "node01,node02,node03", + "zookeeper.znode.parent": "/hbase" + }, + "table": "t1", + "rowkeyColumn":"$(f1:col1)", + "versionColumn":{ + "value":"1610509763849" + }, + "column": [ + { + "name": "f1:col1", + "type": "int" + }, + { + "name": "f1:col2", + "type": "string" + }, + { + "name": "f1:col3", + "type": "boolean" + }, + { + "name": "f1:col4", + "type": "long" + }, + { + "name": "f1:col5", + "type": "double" + }, + { + "name": "f1:col6", + "type": "string" + } + ] + } + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 0 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_kingbase.json b/docs/example/stream_kingbase.json index 5a34e7058b..1de3b32d8f 100644 --- a/docs/example/stream_kingbase.json +++ b/docs/example/stream_kingbase.json @@ -33,19 +33,7 @@ }], "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "BIGINT" - }, - { - "name": "user_id", - "type": "BIGINT" - }, - { - "name": "name", - "type": "varchar" - }], + "column": ["id","user_id","name"], "writeMode": "insert", "batchSize": 1024, "preSql": [], @@ -63,4 +51,4 @@ } } } -} \ No newline at end of file +} diff --git a/docs/example/stream_mysql.json b/docs/example/stream_mysql.json new file mode 100644 index 0000000000..1a3f768667 --- /dev/null +++ b/docs/example/stream_mysql.json @@ -0,0 +1,67 @@ +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "mysqlwriter", + "parameter": { + "username": "username", + "password": "password", + "connection": [ + { + "jdbcUrl": "jdbc:mysql://0.0.0.1:3306/database?useSSL=false", + "table": ["table"] + } + ], + "preSql": ["truncate table table"], + "postSql": ["update table set user_id = 1;"], + "writeMode": "insert", + "column": ["id","user_id","name"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_oracle.json b/docs/example/stream_oracle.json new file mode 100644 index 0000000000..5f4aa285a0 --- /dev/null +++ b/docs/example/stream_oracle.json @@ -0,0 +1,67 @@ +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "oraclewriter", + "parameter": { + "username": "username", + "password": "password", + "connection": [ + { + "jdbcUrl": "jdbc:oracle:thin:@0.0.0.1:1521:oracle", + "table": ["TABLE"] + } + ], + "preSql": ["delete from TABLE"], + "postSql": ["update TABLE set USER_ID = 1"], + "writeMode": "insert", + "column": ["ID","USER_ID","NAME"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 1 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_phoenix5.json b/docs/example/stream_phoenix5.json new file mode 100644 index 0000000000..c9b8643f90 --- /dev/null +++ b/docs/example/stream_phoenix5.json @@ -0,0 +1,73 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["1"], + "column": [ + { + "name": "id", + "type": "int", + "value": "400" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "phoenixwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:phoenix:node01,node02,node03:2181", + "table": [ + "tableTest" + ] + }], + "username": "", + "password": "", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [], + "updateKey": {} + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_polardb.json b/docs/example/stream_polardb.json new file mode 100644 index 0000000000..e55e2027c3 --- /dev/null +++ b/docs/example/stream_polardb.json @@ -0,0 +1,67 @@ +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] + } + }, + "writer": { + "name": "polarwriter", + "parameter": { + "username": "username", + "password": "password", + "connection": [ + { + "jdbcUrl": "jdbc:polardb://0.0.0.1:3306/database", + "table": ["table"] + } + ], + "preSql": ["truncate table table;"], + "postSql": ["update table set user_id = 1;"], + "writeMode": "insert", + "column": ["id","user_id","name"], + "batchSize": 1024 + } + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_postgresql.json b/docs/example/stream_postgresql.json new file mode 100644 index 0000000000..6e609e52bd --- /dev/null +++ b/docs/example/stream_postgresql.json @@ -0,0 +1,63 @@ +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "sliceRecordCount": ["100"], + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name":"name", + "type":"string" + } + ] + }, + "name": "streamreader" + }, + "writer": { + "name": "postgresqlwriter", + "parameter": { + "connection": [{ + "jdbcUrl": "jdbc:postgresql://0.0.0.1:5432/postgres", + "table": ["tableTest"] + }], + "username": "username", + "password": "password", + "column": [ + { + "name": "id", + "type": "BIGINT" + }, + { + "name": "user_id", + "type": "BIGINT" + }, + { + "name": "name", + "type": "varchar" + }], + "writeMode": "insert", + "batchSize": 1024, + "preSql": [], + "postSql": [] + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_redis.json b/docs/example/stream_redis.json new file mode 100644 index 0000000000..7c09b00f27 --- /dev/null +++ b/docs/example/stream_redis.json @@ -0,0 +1,65 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "key1", + "type": "string" + }, + { + "name": "key2", + "type": "string" + }, + { + "name": "key3", + "type": "string" + }, + { + "name": "key4", + "type": "string" + } + ], + "sliceRecordCount": ["100"] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "hostPort": "ip:6379", + "type": "string", + "mode": "set", + "keyIndexes": [0,1], + "password": "123456", + "database": 0, + "timeout": 30000 + }, + "name": "rediswriter" + } + } + ], + "setting": { + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "errorLimit": { + "record": 100 + }, + "speed": { + "bytes": 0, + "channel": 1 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} \ No newline at end of file diff --git a/docs/example/stream_restapi.json b/docs/example/stream_restapi.json new file mode 100644 index 0000000000..0e91831e34 --- /dev/null +++ b/docs/example/stream_restapi.json @@ -0,0 +1,59 @@ +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "data", + "type": "string" + } + ], + "sliceRecordCount": [ + "100" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "url": "http://kudu3/server/index.php?g=Web&c=Mock&o=mock&projectID=58&uri=/api/tiezhu/test/get", + "header": [], + "body": [], + "method": "post", + "params": {}, + "column": 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zAj+eGQ-LMC$XZ=q7#lJ$fFpk5>>1;zgIB+)9|14}Qhq*1EJsHfpmtLlydFIuAv0(L z86Ci}8(=vT7Hz@{yYRz4taPiTVU9|IW|fB}ee&9E1i8AA1(TW^W)Xi$r5NX9XO|0i=p`!!HWR=20dE&bmPCKxHW5zr;Wo6R>UK kd%l{)DB}18#&RiL-6}9|=4exV1^82xSCuQ4eHHk>09z#yu>b%7 diff --git a/docs/offline/reader/carbondatareader.md b/docs/offline/reader/carbondatareader.md index 7c3ab76cc7..d8a1d8f34b 100644 --- a/docs/offline/reader/carbondatareader.md +++ b/docs/offline/reader/carbondatareader.md @@ -2,7 +2,7 @@ ## 一、插件名称 -名称：**carbondatareader**
** +名称：**carbondatareader**
## 二、支持的数据源版本 **Carbondata 1.5及以上**
@@ -13,30 +13,34 @@ - **path** - 描述：carbondata表的存储路径 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **table** - 描述：carbondata表名 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **database** - 描述：carbondata库名 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **filter** - 描述：简单过滤器，目前只支持单条件的简单过滤，形式为 col op value，col为列名；op为关系运算符，包括=,>,>=,<,<=； value为字面值，如1234， "ssss" - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** @@ -56,22 +60,25 @@ value为字面值，如1234， "ssss" - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **hadoopConfig** - 描述：集群HA模式时需要填写的namespace配置及其它配置 - 必选：是 + - 字段类型：Map - 默认值：无 - +
- **defaultFS** - 描述：Hadoop hdfs文件系统namenode节点地址。 - 必选：是 + - 字段类型：String - 默认值：无 - +
diff --git a/docs/offline/reader/cassandrareader.md b/docs/offline/reader/cassandrareader.md index 4291d6f435..0881796853 100644 --- a/docs/offline/reader/cassandrareader.md +++ b/docs/offline/reader/cassandrareader.md @@ -15,91 +15,103 @@ - 描述：数据库地址 - 必选：是 - 默认值：无 - + - 字段类型：String +
- **port** - 描述：端口 - 必选：否 - 默认值：9042 - + - 字段类型：Integer +
- **username** - 描述：用户名 - 必选：否 - 默认值：无 - - + - 字段类型：String +
- **password** - 描述：密码 - 必选：否 - 默认值：无 - + - 字段类型：String +
- **useSSL** - 描述：数字证书 - 必选：否 - 默认值：false - + - 字段类型：boolean +
- **column** - 描述：查询结果中被select出来的属性集合，为空则select * - 必选：否 - 默认值：无 - + - 字段类型：List +
- **keyspace** - 描述：需要同步的表所在的keyspace - 必选：是 - 默认值：无 - + - 字段类型：String +
- **table** - 描述：要查询的表 - 必选：是 - 默认值：无 - + - 字段类型：String +
- **where** - 描述：过滤条件where之后的表达式 - 必选：否 - 默认值：无 - + - 字段类型：String +
- **allowFiltering** - 描述：是否在服务端过滤数据 - 必选：否 - 默认值：false - + - 字段类型：boolean +
- **connecttionsPerHost** - 描述：分配给每个host的连接数 - 必选：否 - 默认值：8 - + - 字段类型：Integer +
- **maxPendingPerConnection** - 描述：最多能建立的连接数 - 必选：否 - 默认值：128 - + - 字段类型：Integer +
- **consistancyLevel** - 描述：数据一致性级别。可选`ONE`、`QUORUM`、`LOCAL_QUORUM`、`EACH_QUORUM`、`ALL`、`ANY`、`TWO`、`THREE`、`LOCAL_ONE` - 必选：否 - 默认值：无 - + - 字段类型：String +
diff --git a/docs/offline/reader/clickhousereader.md b/docs/offline/reader/clickhousereader.md index 67218c00dd..fadd2fa69c 100644 --- a/docs/offline/reader/clickhousereader.md +++ b/docs/offline/reader/clickhousereader.md @@ -9,62 +9,101 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:clickhouse://localhost:8123/database"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 -
jdbcUrl参考文档：[clickhouse-jdbc官方文档](https://github.com/ClickHouse/clickhouse-jdbc) +
jdbcUrl参考文档：[clickhouse-jdbc官方文档](https://github.com/ClickHouse/clickhouse-jdbc) - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ + - **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List - 默认值：无 - +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 +
+ +- **fetchSize** + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 字段类型：int + - 默认值：1000 +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 - 注意: - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 - - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 目前splitPk仅支持整形数据切分，不支持浮点、字符串、日期等其他类型。如果用户指定其他非支持类型，flinkx将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **fetchSize** - - 描述：读取时每批次读取的数据条数。 - - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 - - 必选：否 - - 默认值：1000 - - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -74,14 +113,16 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 - 格式：支持3种格式 -
1.读取全部字段，如果字段数量很多，可以使用下面的写法： +
1.读取全部字段，如果字段数量很多，可以使用下面的写法： + ```bash "column":["*"] ``` @@ -99,35 +140,63 @@ }] ``` - - 属性说明: - - name：字段名称 - - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 - - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - value：如果数据库里不存在指定的字段，则会报错。如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - - 必选：是 - - 默认值：无 - + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会报错。如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 必选：是 + - 字段类型：List + - 默认值：无 +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false + +
+- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 - + ## 四、配置示例 #### 1、基础配置 @@ -139,21 +208,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -194,21 +260,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -249,21 +312,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -304,21 +364,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -361,21 +418,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/dtstack" ], + "jdbcUrl" : [ "jdbc:clickhouse://0.0.0.1:8123/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", diff --git a/docs/offline/reader/db2reader.md b/docs/offline/reader/db2reader.md index d04953cf60..dcd9c69b9a 100644 --- a/docs/offline/reader/db2reader.md +++ b/docs/offline/reader/db2reader.md @@ -10,54 +10,101 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:db2://localhost:50000/database"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串
jdbcUrl参考文档：[db2官方文档](https://www.ibm.com/support/knowledgecenter/en/SSEPGG_11.1.0/com.ibm.db2.luw.apdv.java.doc/src/tpc/imjcc_rjv00004.htmlId=t14:12:14) - 必选：是 + - 字段类型：List - 默认值：无 + +
+- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 +
+- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ - **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 +
+ +- **fetchSize** + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 字段类型：int + - 默认值：1000 +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 - 注意: - 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 - - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ + - 目前splitPk仅支持整形数据切分，不支持浮点、字符串、日期等其他类型。如果用户指定其他非支持类型，flinkx将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：空 - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -67,9 +114,10 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：空 - +
- **column** - 描述：需要读取的字段。 @@ -98,27 +146,55 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false +
- +- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
+ - **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 ** @@ -134,18 +210,16 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" },{ "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], - "username" : "user", + "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], - "table" : [ "staff" ] + "jdbcUrl" : [ "jdbc:db2://localhost:50000/database" ], + "table" : [ "table" ] } ], "where": "id > 1", "splitPk": "id", @@ -192,18 +266,16 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" },{ "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], - "username" : "user", + "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], - "table" : [ "staff" ] + "jdbcUrl" : [ "jdbc:db2://localhost:50000/database" ], + "table" : [ "table" ] } ], "where": "id > 1", "splitPk": "id", @@ -250,24 +322,22 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" },{ "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], - "username" : "user", + "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], - "table" : [ "staff" ] + "jdbcUrl" : [ "jdbc:db2://localhost:50000/database" ], + "table" : [ "table" ] } ], "where": "id > 1", "splitPk": "id", "fetchSize": 1000, "queryTimeOut": 1000, - "customSql":"select id, name from staff where id > 300", + "customSql":"select id, name from table where id > 300", "requestAccumulatorInterval": 2 }, "name" : "db2reader" @@ -308,18 +378,16 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" },{ "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], - "username" : "user", + "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], - "table" : [ "staff" ] + "jdbcUrl" : [ "jdbc:db2://localhost:50000/database" ], + "table" : [ "table" ] } ], "where": "id > 1", "splitPk": "id", @@ -368,18 +436,16 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" },{ "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], - "username" : "user", + "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:db2://localhost:50000/sample" ], - "table" : [ "staff" ] + "jdbcUrl" : [ "jdbc:db2://localhost:50000/database" ], + "table" : [ "table" ] } ], "where": "id > 1", "splitPk": "id", diff --git a/docs/offline/reader/dmreader.md b/docs/offline/reader/dmreader.md index 79639771f2..6220b4ce0b 100644 --- a/docs/offline/reader/dmreader.md +++ b/docs/offline/reader/dmreader.md @@ -10,35 +10,80 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:dm://localhost:5236"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 -
jdbcUrl参考文档：[达梦官方文档](http://www.dameng.com/down.aspx?TypeId=12&FId=t14:12:14) +
jdbcUrl参考文档：[达梦官方文档](http://www.dameng.com/down.aspx?TypeId=12&FId=t14:12:14) - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 +
+ +- **fetchSize** + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 字段类型：int + - 默认值：1000 +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -47,17 +92,19 @@ - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：3000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -67,9 +114,10 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -98,27 +146,55 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false +
+- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 ## 四、配置示例 @@ -144,16 +220,12 @@ ], "increColumn": "", "startLocation": "", - "username": "SYSDBA", - "password": "SYSDBA", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": [ - "jdbc:dm://localhost:5236" - ], - "table": [ - "PERSON.STUDENT" - ] + "jdbcUrl": ["jdbc:dm://localhost:5236"], + "table": ["TABLE"] } ], "where": "" @@ -208,16 +280,12 @@ "splitPk": "ID", "increColumn": "", "startLocation": "", - "username": "SYSDBA", - "password": "SYSDBA", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": [ - "jdbc:dm://localhost:5236" - ], - "table": [ - "PERSON.STUDENT" - ] + "jdbcUrl": ["jdbc:dm://localhost:5236"], + "table": ["TABLE"] } ], "where": "" @@ -271,17 +339,13 @@ ], "increColumn": "", "startLocation": "", - "customSql": "SELECT * FROM PERSON.STUDENT WHERE ID>30", - "username": "SYSDBA", - "password": "SYSDBA", + "customSql": "SELECT * FROM TABLE WHERE ID>30", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": [ - "jdbc:dm://localhost:5236" - ], - "table": [ - "PERSON.STUDENT" - ] + "jdbcUrl": ["jdbc:dm://localhost:5236"], + "table": ["TABLE"] } ], "where": "" @@ -335,16 +399,12 @@ ], "increColumn": "ID", "startLocation": "20", - "username": "SYSDBA", - "password": "SYSDBA", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": [ - "jdbc:dm://localhost:5236" - ], - "table": [ - "PERSON.STUDENT" - ] + "jdbcUrl": ["jdbc:dm://localhost:5236"], + "table": ["TABLE"] } ], "where": "" @@ -398,18 +458,14 @@ ], "increColumn": "", "startLocation": "", - "username": "SYSDBA", - "password": "SYSDBA", + "username": "username", + "password": "password", "polling": true, "pollingInterval": 3000, "connection": [ { - "jdbcUrl": [ - "jdbc:dm://localhost:5236" - ], - "table": [ - "PERSON.STUDENT" - ] + "jdbcUrl": ["jdbc:dm://localhost:5236"], + "table": ["TABLE"] } ], "where": "" diff --git a/docs/offline/reader/esreader.md b/docs/offline/reader/esreader.md index c9916083d5..bd36c06a9d 100644 --- a/docs/offline/reader/esreader.md +++ b/docs/offline/reader/esreader.md @@ -12,6 +12,7 @@ - **address** - 描述：Elasticsearch地址，单个节点地址采用host:port形式，多个节点的地址用逗号连接 - 必选：是 + - 字段类型：String - 默认值：无 @@ -19,6 +20,7 @@ - **username** - 描述：Elasticsearch认证用户名 - 必选：否 + - 字段类型：String - 默认值：无 @@ -26,6 +28,7 @@ - **password** - 描述：Elasticsearch认证密码 - 必选：否 + - 字段类型：String - 默认值：无 @@ -33,6 +36,7 @@ - **query** - 描述：Elasticsearch查询表达式，[查询表达式](https://www.elastic.co/guide/cn/elasticsearch/guide/current/query-dsl-intro.html) - 必选：否 + - 字段类型：json结构体 - 默认值：无，默认为全查询 @@ -40,6 +44,7 @@ - **batchSize** - 描述：每次读取数据条数 - 必选：否 + - 字段类型：int - 默认值：10 @@ -47,29 +52,46 @@ - **timeout** - 描述：连接超时时间 - 必选：否 + - 字段类型：int - 默认值：无 - **index** - - 描述：要查询的索引名称 - - 必选：否 + - 描述：要查询的索引名称，支持String和String[]两种类型 + - 必选：是 + - 字段类型：可以为String或者String[] - 默认值：无 - **type** - - 描述：要查询的类型 - - 必选：否 + - 描述：要查询的类型，支持String和String[]两种类型 + - 必选：是 + - 字段类型：可以为String或者String[] - 默认值：无 - **column** - 描述：读取elasticsearch的查询结果的若干个列，每列形式如下 - - name：字段名称，可使用多级格式查找 + - name：字段名称，可使用多级格式查找,多级查询时采用'.'作为间隔 - type：字段类型，当name没有指定时，则返回常量列，值为value指定 - - value：常量列的值 + - value：常量列的值 + 示例： + ```json + "column": [ + { + "name": "id", + "type": "integer" + },{ + "name": "user_id", + "type": "integer" + },{ + "name": "name", + "type": "string" + } +``` - 必选：是 - 默认值：无 @@ -84,7 +106,7 @@ "reader": { "name": "esreader", "parameter": { - "address": "kudu4:9200", + "address": "localhost:9200", "query": { "match_all": {} }, diff --git a/docs/offline/reader/ftpreader.md b/docs/offline/reader/ftpreader.md index e687c6e84d..3bb168fc71 100644 --- a/docs/offline/reader/ftpreader.md +++ b/docs/offline/reader/ftpreader.md @@ -1,10 +1,9 @@ # FTP Reader - ## 一、插件名称 -名称：**ftpreader**
+名称：**ftpreader** + - ## 二、数据源版本 | 协议 | 是否支持 | | --- | --- | @@ -13,94 +12,102 @@ - ## 三、数据源配置 -FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/92046.html?spm=a2c4g.11186623.6.1185.6371dcd5DOfc5z)
linux：[地址](https://help.aliyun.com/document_detail/92048.html?spm=a2c4g.11186623.6.1184.7a9a2dbcRLDNlf)
sftp服务搭建
windows：[地址](http://www.freesshd.com/)
linux：[地址](https://yq.aliyun.com/articles/435356?spm=a2c4e.11163080.searchblog.102.576f2ec1BVgWY7)
+FTP服务搭建 +windows：[地址](https://help.aliyun.com/document_detail/92046.html?spm=a2c4g.11186623.6.1185.6371dcd5DOfc5z) +linux：[地址](https://help.aliyun.com/document_detail/92048.html?spm=a2c4g.11186623.6.1184.7a9a2dbcRLDNlf) +sftp服务搭建 +windows：[地址](http://www.freesshd.com/) +linux：[地址](https://yq.aliyun.com/articles/435356?spm=a2c4e.11163080.searchblog.102.576f2ec1BVgWY7) + - ## 四、参数说明 - **protocol** - 描述：ftp服务器协议，目前支持传输协议有`ftp`、`sftp` - 必选：是 + - 字段类型：string - 默认值：无 - +
- **host** - 描述：ftp服务器地址 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **port** - 描述：ftp服务器端口 - 必选：否 + - 字段类型：int - 默认值：若传输协议是sftp协议，默认值是22；若传输协议是标准ftp协议，默认值是21 - - -- **connectPattern** - - 描述：协议为ftp时的连接模式，可选`pasv`，`port`，参数含义可参考：[模式说明](https://blog.csdn.net/qq_16038125/article/details/72851142) - - 必选：否 - - 默认值：`PASV` - - +
- **username** - 描述：ftp服务器访问用户名 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **password** - 描述：ftp服务器访问密码 - 必选：否 + - 字段类型：string - 默认值：无 - +
- **path** - - 描述：远程FTP文件系统的路径信息，注意这里可以支持填写多个路径 + - 描述：远程FTP文件系统的路径信息，注意这里可以支持填写多个路径,多个路径以`,`隔开 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **fieldDelimiter** - 描述：读取的字段分隔符 - 必选：是 + - 字段类型：string - 默认值：`,` - +
- **encoding** - 描述：读取文件的编码配置 - 必选：否 + - 字段类型：string - 默认值：`UTF-8` - +
- **isFirstLineHeader** - 描述：首行是否为标题行，如果是则不读取第一行 - 必选：否 + - 字段类型：boolean - 默认值：false - +
- **timeout** - 描述：连接超时时间，单位毫秒 - 必选：否 + - 字段类型：long - 默认值：5000 - +
- **column** - 描述：需要读取的字段 - - 格式：支持2中格式 -
1.读取全部字段，如果字段数量很多，可以使用下面的写法： + - 格式：支持2种格式 + +1.读取全部字段，如果字段数量很多，可以使用下面的写法： ``` "column":["*"] ``` @@ -115,20 +122,34 @@ FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/ }] ``` - - 属性说明: - - index：字段索引 - - type：字段类型，ftp读取的为文本文件，本质上都是字符串类型，这里可以指定要转成的类型 - - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - value：如果没有指定index，则会把value的值作为常量列返回，如果指定了index，当读取的字段的值为null时，会以此value值作为默认值返回 - - 必选：是 - - 默认值：无 +- 属性说明: + - index：字段索引 + - type：字段类型，ftp读取的为文本文件，本质上都是字符串类型，这里可以指定要转成的类型 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果没有指定index，则会把value的值作为常量列返回，如果指定了index，当读取的字段的值为null时，会以此value值作为默认值返回 +- 必选：是 +- 字段类型：数组 +- 默认值：无 + +
+- **connectPattern** + - 描述：协议为ftp时的连接模式，可选`pasv`，`port`，参数含义可参考：[模式说明](https://blog.csdn.net/qq_16038125/article/details/72851142) + - 必选：否 + - 字段类型：string + - 默认值：`PASV` +
+ +- **privateKeyPath** + - 描述：私钥文件路径 + - 必选：否 + - 字段类型：string + - 默认值：无 - + ## 五、使用示例 - -#### 1、读取单个文件 +#### 1、sftp读取单个文件 ```json { "job": { @@ -190,8 +211,7 @@ FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/ } } ``` - -#### 2、读取单个目录下的所有文件 +#### 2、sftp读取单个目录下的所有文件 ```json { "job": { @@ -236,25 +256,14 @@ FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/ } ], "setting": { - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "errorLimit": { - "record": 100 - }, "speed": { - "bytes": 0, "channel": 1 } } } } ``` - -#### 3、读取多个路径下的文件 +#### 3、sftp读取多个路径下的文件 ```json { "job": { @@ -266,7 +275,7 @@ FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/ "protocol": "sftp", "port": 22, "isFirstLineHeader": true, - "host": "localhost", + "host": "host", "column": [ { "index": 0, @@ -299,22 +308,59 @@ FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/ } ], "setting": { - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "errorLimit": { - "record": 100 - }, "speed": { - "bytes": 0, "channel": 1 } } } } ``` - - +#### 4、ftp读取单个文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "isFirstLineHeader": false, + "column": [ + { + "index": 0, + "type": "STRING", + "key": 0 + }, + { + "index": 1, + "type": "STRING", + "key": 1 + } + ], + "fieldDelimiter": ",", + "encoding": "utf-8", + "path": "/data/a.csv", + "protocol": "ftp", + "password": "passwd", + "connectMode": "PORT", + "port": 21, + "host": "host", + "username": "usname" + }, + "name": "ftpreader" + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "speed": { + "channel": 1 + } + } + } +} +``` diff --git a/docs/offline/reader/gbasereader.md b/docs/offline/reader/gbasereader.md index 605a762f0e..efd08e70bd 100644 --- a/docs/offline/reader/gbasereader.md +++ b/docs/offline/reader/gbasereader.md @@ -10,34 +10,70 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:gbase://0.0.0.1:5258/database"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串，需要注意gbase有A、S、T三种发行版，jdbcUrl端口和驱动都有区别。
jdbcUrl参考文档：[gbase官方文档](https://help.finereport.com/doc-view-2569.html) - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 +
+- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -46,25 +82,28 @@ - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **fetchSize** - - 描述：读取时每批次读取的数据条数。 + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 - 必选：否 - - 默认值：1000 - + - 字段类型：int + - 默认值：Integer.MIN_VALUE +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -74,9 +113,10 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -105,27 +145,55 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false +
- +- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
+ - **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 ## 四、配置示例 @@ -139,21 +207,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -165,10 +230,6 @@ }, "name" : "gbasereader" }, - "writer": { - - } - }], "writer": { "name": "streamwriter", "parameter": { @@ -198,21 +259,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -230,13 +288,6 @@ "print": true } } - }], - "writer": { - "name": "streamwriter", - "parameter": { - "print": true - } - } }], "setting": { "speed": { @@ -260,21 +311,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -292,13 +340,6 @@ "print": true } } - }], - "writer": { - "name": "streamwriter", - "parameter": { - "print": true - } - } }], "setting": { "speed": { @@ -322,21 +363,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -350,9 +388,6 @@ }, "name" : "gbasereader" }, - "writer": { - } - }], "writer": { "name": "streamwriter", "parameter": { @@ -382,21 +417,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/dtstack" ], + "jdbcUrl" : [ "jdbc:gbase://0.0.0.1:5258/database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -410,9 +442,6 @@ }, "name" : "gbasereader" }, - "writer": { - } - }], "writer": { "name": "streamwriter", "parameter": { diff --git a/docs/offline/reader/greenplumreader.md b/docs/offline/reader/greenplumreader.md index a8d89386e7..b8bdd841f2 100644 --- a/docs/offline/reader/greenplumreader.md +++ b/docs/offline/reader/greenplumreader.md @@ -10,34 +10,79 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串
jdbcUrl参考文档：[greenplum官方文档](https://gpdb.docs.pivotal.io/590/datadirect/datadirect_jdbc.html) - 必选：是 + - 字段类型：List - 默认值：无 +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 +
+ +- **fetchSize** + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 字段类型：int + - 默认值：0（不开启） +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -46,25 +91,28 @@ - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **fetchSize** - 描述：读取时每批次读取的数据条数。 - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -74,9 +122,10 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -104,27 +153,55 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false +
+- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false + +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 ** @@ -139,11 +216,11 @@ "reader": { "parameter" : { "column" : [ {"name" : "id", "type": "int"}], - "username" : "gpadmin", - "password" : "gpadmin", + "username" : "username", + "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], - "table" : [ "performance" ] + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database" ], + "table" : [ "table" ] } ], "where": "", "customSql": "", @@ -179,13 +256,14 @@ "reader": { "parameter" : { "column" : [ {"name" : "id", "type": "int"}], - "username" : "gpadmin", - "password" : "gpadmin", + "username" : "username", + "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], - "table" : [ "performance" ] + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database" ], + "table" : [ "table" ] } ], "where": "", + "splitPk":"id", "customSql": "", "requestAccumulatorInterval": 2 }, @@ -219,14 +297,14 @@ "reader": { "parameter" : { "column" : [ {"name" : "id", "type": "int"}], - "username" : "gpadmin", - "password" : "gpadmin", + "username" : "username", + "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], - "table" : [ "performance" ] + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database" ], + "table" : [ "table" ] } ], "where": "", - "customSql": "select id from performance", + "customSql": "select id from table", "requestAccumulatorInterval": 2 }, "name" : "greenplumreader" @@ -259,11 +337,11 @@ "reader": { "parameter" : { "column" : [ {"name" : "id", "type": "int"}], - "username" : "gpadmin", - "password" : "gpadmin", + "username" : "username", + "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], - "table" : [ "performance" ] + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database" ], + "table" : [ "table" ] } ], "increColumn": "id", "startLocation": "20", @@ -301,10 +379,10 @@ "reader": { "parameter" : { "column" : [ {"name" : "id", "type": "int"}], - "username" : "gpadmin", - "password" : "gpadmin", + "username" : "username", + "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb" ], + "jdbcUrl" : [ "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database" ], "table" : [ "performance" ] } ], "polling": true, diff --git a/docs/offline/reader/hbasereader.md b/docs/offline/reader/hbasereader.md index 5d4688aecc..d88dd4b133 100644 --- a/docs/offline/reader/hbasereader.md +++ b/docs/offline/reader/hbasereader.md @@ -5,82 +5,103 @@ 名称：**hbasereader** ## 二、支持的数据源版本 -**HBase 1.3及以上** +**HBase 1.2及以上** ## 三、参数说明 - **table** - 描述：hbase表名 - 必选：是 + - 字段类型：String - 默认值：无 - - +
- **hbaseConfig** - - 描述：hbase的连接配置，以json的形式组织 (见hbase-site.xml)，key可以为以下七种： - -Kerberos；
hbase.security.authentication；
hbase.security.authorization；
hbase.master.kerberos.principal；
hbase.master.keytab.file；
hbase.regionserver.keytab.file；
hbase.regionserver.kerberos.principal - + - 描述：hbase的连接配置，以json的形式组织 (见hbase-site.xml) + - 基础配置 + ``` + "hbase.zookeeper.property.clientPort": "2181", + "hbase.rootdir": "hdfs://ns1/hbase", + "hbase.cluster.distributed": "true", + "hbase.zookeeper.quorum": "node01,node02,node03", + "zookeeper.znode.parent": "/hbase" + ``` + + - kerberos配置 + 在hbaseConfig中加入以下三条中的任一条即表明开启Kerberos配置： + ``` + "hbase.security.authentication" ："Kerberos", + "hbase.security.authorization" : "Kerberos", + "hbase.security.auth.enable" : true + ``` + 在开启kerberos后，需要根据自己的集群指定以下两个principal的value值 + ``` + "hbase.regionserver.kerberos.principal":"hbase/_HOST@DTSTACK.COM", + "hbase.master.kerberos.principal":"hbase/_HOST@DTSTACK.COM" + ``` + 还需要指定Kerberos相关文件的位置 + ``` + "principalFile": "path of keytab", + "java.security.krb5.conf": "path of krb5.conf" + ``` - 必选：是 + - 字段类型：Map - 默认值：无 - - +
+ - **range** - 描述：指定hbasereader读取的rowkey范围。 - startRowkey：指定开始rowkey； - endRowkey：指定结束rowkey； - - - - isBinaryRowkey：指定配置的startRowkey和endRowkey转换为byte[]时的方式，默认值为false,若为true，则调用Bytes.toBytesBinary(rowkey)方法进行转换;若为false：则调用Bytes.toBytes(rowkey)，配置格式如下： -``` -"range": { - "startRowkey": "aaa", - "endRowkey": "ccc", - "isBinaryRowkey":false -} -``` - - + - isBinaryRowkey：指定配置的startRowkey和endRowkey转换为byte[]时的方式，默认值为false。 + 若为true，则调用Bytes.toBytesBinary(rowkey)方法进行转换;若为false：则调用Bytes.toBytes(rowkey) + 配置格式如下： + ``` + "range": { + "startRowkey": "aaa", + "endRowkey": "ccc", + "isBinaryRowkey":false + } + ``` - 注意：如果用户配置了 startRowkey 和 endRowkey，需要确保：startRowkey <= endRowkey - 必选：否 + - 字段类型：Map - 默认值：无 - - + +
- **encoding** - 描述：字符编码 - 必选：无 - - 默认值：无 - - + - 字段类型：String + - 默认值：UTF-8 + +
- **scanCacheSize** - - 描述：一次RPC请求批量读取的Results数量 + - 描述：一次RPC请求批量读取的Results数量。cache值得设置并不是越大越好，需要做一个平衡。cache的值越大，则查询的性能就越高，但是与此同时，每一次调用next（）操作都需要花费更长的时间，因为获取的数据更多并且数据量大了传输到客户端需要的时间就越长，一旦超过了maximum heap the client process 拥有的值，就会报outofmemoryException异常。当传输rows数据到客户端的时候，如果花费时间过长，则会抛出ScannerTimeOutException异常。 - 必选：无 + - 字段类型：String - 默认值：256 - -
- -- **scanBatchSize** - - 描述：每一个result中的列的数量 - - 必选：无 - - 默认值：100 - -
+ +
- **column** - - 描述：要读取的hbase字段，normal 模式与multiVersionFixedColumn 模式下必填项。 - - name：指定读取的hbase列，除了rowkey外，必须为 列族:列名 的格式； + - 描述：要读取的hbase字段 + - name：指定读取的hbase列，除了rowkey外，必须为 列族:列名 的格式，注意rowkey区分大小写； - type：指定源数据的类型，format指定日期类型的格式，value指定当前类型为常量，不从hbase读取数据，而是根据value值自动生成对应的列。 - 必选：是 + - 字段类型：List - 默认值：无 - + +

## 四、配置示例 +未开启Kerberos的情况 ```json { "job": { @@ -148,5 +169,80 @@ Kerberos；
hbase.security.authentication；
hbase.security.authorizat } } ``` + +开启kerberos的情况 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "hbasereader", + "parameter": { + "hbaseConfig": { + "hbase.zookeeper.property.clientPort": "2181", + "hbase.rootdir": "hdfs://ns1/hbase", + "hbase.cluster.distributed": "true", + "hbase.zookeeper.quorum": "node01,node02,node03", + "zookeeper.znode.parent": "/hbase", + "hbase.security.auth.enable": true, + "hbase.regionserver.kerberos.principal":"hbase/host@DTSTACK.COM", + "hbase.master.kerberos.principal":"hbase/host@DTSTACK.COM", + "principalFile": "path of keytab", + "useLocalFile": "true", + "java.security.krb5.conf": "path of krb5.conf" + }, + "table": "sb5", + "encodig": "utf-8", + "column": [ + { + "name": "rowkey", + "type": "string" + }, + { + "name": "cf1:id", + "type": "string" + } + ], + "range": { + "startRowkey": "", + "endRowkey": "", + "isBinaryRowkey": false + } + } + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream": false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} +``` # diff --git a/docs/offline/reader/hdfsreader.md b/docs/offline/reader/hdfsreader.md index 5b4e92ffa6..88ae4b9772 100644 --- a/docs/offline/reader/hdfsreader.md +++ b/docs/offline/reader/hdfsreader.md @@ -1,10 +1,9 @@ # HDFS Reader - ## 一、插件名称 -名称：**hdfsreader**
+名称：**hdfsreader** + - ## 二、支持的数据源版本 | 协议 | 是否支持 | | --- | --- | @@ -13,40 +12,54 @@ - ## 三、数据源配置 -单机模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/SingleCluster.html)
集群模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/ClusterSetup.html)
+单机模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/SingleCluster.html) +集群模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/ClusterSetup.html) + - ## 四、参数说明 - **defaultFS** - 描述：Hadoop hdfs文件系统namenode节点地址。格式：hdfs://ip:端口；例如：hdfs://127.0.0.1:9 - 必选：是 + - 参数类型：string - 默认值：无 - +
- **hadoopConfig** - 描述：集群HA模式时需要填写的namespace配置及其它配置 - 必选：否 + - 参数类型：map - 默认值：无 - +
- **path** - 描述：数据文件的路径 + - 注意：真正读取的文件路径是 path+fileName - 必选：是 + - 参数类型：string - 默认值：无 +
+ +- **fileName** + - 描述：数据文件目录名称 + - 注意：不为空，则hdfs读取的路径为 path+filename + - 必选：否 + - 参数类型：string + - 默认值：无 +
- **filterRegex** - - 描述：文件过滤正则表达式 + - 描述：文件正则表达式,读取匹配到的文件 - 必选：否 + - 参数类型：string - 默认值：无 - +
- **fileType** - 描述：文件的类型，目前只支持用户配置为`text`、`orc`、`parquet` @@ -54,138 +67,142 @@ - orc：orcfile文件格式 - parquet：parquet文件格式 - 必选：否 + - 参数类型：string - 默认值：text - +
- **fieldDelimiter** - 描述：`fileType`为`text`时字段的分隔符 - 必选：否 + - 参数类型：string - 默认值：`\001` +
+ +- **column** + - 描述：需要读取的字段 + - 注意：不支持*格式 + - 格式： +```json +"column": [{ + "name": "col", + "type": "datetime", + "index":1, + "isPart":false, + "format": "yyyy-MM-dd hh:mm:ss", + "value": "value" +}] +``` +- 属性说明: + - name：必选，字段名称 + - type：必选，字段类型，可以和文件里的字段类型不一样，程序会做一次类型转换 + - index：非必选，字段在所有字段里的位置 从0开始计算，默认为-1 + - isPart：非必选，是否是分区字段，如果是分区字段，会自动从path上截取分区赋值，默认为fale + - format：非必选，如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：非必选，如果文件里不存在指定的字段，则会把value的值作为常量列返回 +- 必选：是 +- 参数类型：数组 +- 默认值：无 - ## 五、使用示例 - #### 1、读取text文件 ```json { - "job": { - "content": [ - { - "reader": { - "parameter": { - "path": "hdfs://ns1/flinkx/text", - "defaultFS": "hdfs://ns1", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", - "dfs.nameservices": "ns1" - }, - "column": [ - { - "name": "col1", - "index": 0, - "type": "string" - }, - { - "name": "col2", - "index": 1, - "type": "string" - }, - { - "name": "col3", - "index": 2, - "type": "int" - }, - { - "name": "col4", - "index": 3, - "type": "int" - } - ], - "fieldDelimiter": ",", - "fileType": "text" - }, - "name": "hdfsreader" - }, - "writer": { - "parameter": {}, - "name": "streamwriter" - } - } - ], - "setting": { - "speed": { - "bytes": 0, - "channel": 1 - } + "job": { + "content": [ + { "reader" : { + "parameter" : { + "path" : "/user/hive/warehouse/dev.db/merge_text", + "hadoopConfig" : { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2" : "host1:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "host2:9000", + "dfs.nameservices" : "ns1" + }, + "column" : [ { + "name": "col1", + "index" : 0, + "type" : "STRING" + }, { + "name": "col2", + "index" : 1, + "type" : "STRING" + } ], + "defaultFS" : "hdfs://ns1", + "fieldDelimiter" : "\u0001", + "fileType" : "text" + }, + "name" : "hdfsreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } } + } + ], + "setting": { + "speed": { + "channel": 1 + }, + "restore": { + "isRestore": false + } } + } } ``` - #### 2、过滤文件名称 ```json { - "job": { - "content": [ - { - "reader": { - "parameter": { - "path": "hdfs://ns1/flinkx/text", - "filterRegex" : ".*\\.csv", - "defaultFS": "hdfs://ns1", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", - "dfs.nameservices": "ns1" - }, - "column": [ - { - "name": "col1", - "index": 0, - "type": "string" - }, - { - "name": "col2", - "index": 1, - "type": "string" - }, - { - "name": "col3", - "index": 2, - "type": "int" - }, - { - "name": "col4", - "index": 3, - "type": "int" - } - ], - "fieldDelimiter": ",", - "fileType": "text" - }, - "name": "hdfsreader" - }, - "writer": { - "parameter": {}, - "name": "streamwriter" - } - } - ], - "setting": { - "speed": { - "bytes": 1048576, - "channel": 1 - } + "job": { + "content": [ + { "reader" : { + "parameter" : { + "path" : "/user/hive/warehouse/dev.db/merge_orc", + "filterRegex" : "..*\\.snappy", + "hadoopConfig" : { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2" : "host1:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "host2:9000", + "dfs.nameservices" : "ns1" + }, + "column" : [ { + "name": "col1", + "index" : 0, + "type" : "STRING" + }, { + "name": "col2", + "index" : 1, + "type" : "STRING" + } ], + "defaultFS" : "hdfs://ns1", + "fileType" : "orc" + }, + "name" : "hdfsreader" + }, + "writer": { + "name": "streamwriter", + "parameter": { + "print": true + } } + } + ], + "setting": { + "speed": { + "channel": 1 + }, + "restore": { + "isRestore": false + } } + } } ``` diff --git a/docs/offline/reader/kingbasereader.md b/docs/offline/reader/kingbasereader.md index 2ed22425dd..44c517ae8e 100644 --- a/docs/offline/reader/kingbasereader.md +++ b/docs/offline/reader/kingbasereader.md @@ -7,15 +7,49 @@ **KingBase 8.2、8.3** ## 三、参数说明 -- jdbcUrl + +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/database"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ +- **jdbcUrl** - 描述：针对KingBase数据库的jdbc连接字符串 - 必选：是 - - 字段类型：String + - 字段类型：List - 默认值：无
-- username +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ +- **username** - 描述：数据源的用户名 - 必选：是 - 字段类型：String @@ -23,7 +57,7 @@
-- password +- **password** - 描述：数据源指定用户名的密码 - 必选：是 - 字段类型：String @@ -31,15 +65,16 @@
-- schema - - 描述：查询数据库所在schema - - 必选：是 - - 字段类型：String - - 默认值：无 +- **fetchSize** + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 字段类型：int + - 默认值：1000
-- where +- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 @@ -48,7 +83,7 @@
-- splitPk +- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 - 注意: 推荐splitPk使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。 @@ -60,7 +95,7 @@
-- queryTimeOut +- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 @@ -69,7 +104,7 @@
-- customSql +- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 - 注意： 只能是查询语句，否则会导致任务失败； @@ -82,7 +117,7 @@
-- column +- **column** - 描述：需要读取的字段。 - 格式：支持3种格式 1.读取全部字段，如果字段数量很多，可以使用下面的写法： @@ -98,55 +133,80 @@ "value": "value" }] ``` -   属性说明: -   name：字段名称 -   type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 -   format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 -   value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 + - 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 - 字段类型：List - 默认值：无
-- polling +- **polling** - 描述：是否开启间隔轮询，开启后会根据pollingInterval轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数pollingInterval，increColumn，可以选择配置参数startLocation。若不配置参数startLocation，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false
+ +- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
-- pollingInterval +- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 - - 字段类型：int + - 字段类型：long - 默认值：5000
-- requestAccumulatorInterval +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false + +
+ +- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 - 字段类型：int - 默认值：2
- + ## 四、配置示例 1、基础配置 -``` +```json { "job": { "content": [ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], - "table": ["kudu"], - "schema":"test" + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/database"], + "table": ["table"], + "schema":"schema" }], "column": ["*"], "customSql": "", @@ -190,19 +250,19 @@ } ``` 2、多通道 -``` +```json { "job": { "content": [ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], - "table": ["kudu"], - "schema":"test" + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/database"], + "table": ["table"], + "schema":"schema" }], "column": ["*"], "customSql": "", @@ -246,22 +306,22 @@ } ``` 3、指定customSql -``` +```json { "job": { "content": [ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], - "table": ["kudu"], - "schema":"test" + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/database"], + "table": ["table"], + "schema":"schema" }], "column": ["id","user_id","name"], - "customSql": "select * from kudu where id > 20", + "customSql": "select * from table where id > 20", "where": "id < 100", "splitPk": "", "queryTimeOut": 1000, @@ -302,19 +362,19 @@ } ``` 4、增量同步指定startLocation -``` +```json { "job": { "content": [ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], - "table": ["kudu"], - "schema":"test" + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/database"], + "table": ["table"], + "schema":"schema" }], "column": [{ "name": "id", @@ -369,19 +429,19 @@ } ``` 5、间隔轮询 -``` +```json { "job": { "content": [ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:kingbase8://localhost:54321/test"], - "table": ["kudu"], - "schema":"test" + "jdbcUrl": ["jdbc:kingbase8://localhost:54321/database"], + "table": ["table"], + "schema":"schema" }], "column": [{ "name": "id", @@ -436,4 +496,4 @@ } } } -``` \ No newline at end of file +``` diff --git a/docs/offline/reader/kudureader.md b/docs/offline/reader/kudureader.md index bc8271299c..cf9ba2aae7 100644 --- a/docs/offline/reader/kudureader.md +++ b/docs/offline/reader/kudureader.md @@ -1,130 +1,144 @@ # Kudu Reader - ## 一、插件名称 -名称：**kudureader**
** - +名称：**kudureader** + ## 二、支持的数据源版本 -**kudu 1.10及以上**
+**kudu 1.10及以上** + - ## 三、参数说明 - **column** - 描述：需要生成的字段 - - 属性说明: - - name：字段名称； - - type：字段类型； - - 必选：是 - - 默认值：无 + - 格式 +```json +"column": [{ + "name": "col", + "type": "string", + "value": "value" +}] +``` +- 属性说明: + - name：字段名称 + - type：字段类型 + - value：如果此字段不为空，会以此value值作为默认值返回 +- 必选：是 +- 字段类型：数组 +- 默认值：无 +
- **masterAddresses** - 描述： master节点地址:端口，多个以,隔开 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **table** - 描述： kudu表名。 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **readMode** - 描述： kudu读取模式： - - 1、read_latest
-默认的读取模式。
-该模式下，服务器将始终在收到请求时返回已提交的写操作。
-这种类型的读取不会返回快照时间戳，并且不可重复。
-用ACID术语表示，它对应于隔离模式：“读已提交”。 - - 2、read_at_snapshot
-该模式下，服务器将尝试在提供的时间戳上执行读取。
-如果未提供时间戳，则服务器将当前时间作为快照时间戳。
-在这种模式下，读取是可重复的，即将来所有在相同时间戳记下的读取将产生相同的数据。
-执行此操作的代价是等待时间戳小于快照的时间戳的正在进行的正在进行的事务，因此可能会导致延迟损失。用ACID术语，这本身就相当于隔离模式“可重复读取”。
-如果对已扫描tablet的所有写入均在外部保持一致，则这对应于隔离模式“严格可序列化”。
-注意：当前存在“空洞”，在罕见的边缘条件下会发生，通过这种空洞有时即使在采取措施使写入如此时，它们在外部也不一致。
-在这些情况下，隔离可能会退化为“读取已提交”模式。 + - 1、read_latest + 默认的读取模式。 + 该模式下，服务器将始终在收到请求时返回已提交的写操作。 + 这种类型的读取不会返回快照时间戳，并且不可重复。 + 用ACID术语表示，它对应于隔离模式：“读已提交”。 + - 2、read_at_snapshot + 该模式下，服务器将尝试在提供的时间戳上执行读取。 + 如果未提供时间戳，则服务器将当前时间作为快照时间戳。 + 在这种模式下，读取是可重复的，即将来所有在相同时间戳记下的读取将产生相同的数据。 + 执行此操作的代价是等待时间戳小于快照的时间戳的正在进行的正在进行的事务，因此可能会导致延迟损失。用ACID术语，这本身就相当于隔离模式“可重复读取”。 + 如果对已扫描tablet的所有写入均在外部保持一致，则这对应于隔离模式“严格可序列化”。 + 注意：当前存在“空洞”，在罕见的边缘条件下会发生，通过这种空洞有时即使在采取措施使写入如此时，它们在外部也不一致。 + 在这些情况下，隔离可能会退化为“读取已提交”模式。 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **authentication** - - 描述：认证方式，如:Kerberos - - 必选：否 - - 默认值：无 - - - -- **principal** - - 描述： 用户名 - - 必选：否 - - 默认值：无 - - - -- **keytabFile** - - 描述：keytab文件路径 + - 描述：认证方式，kudu开启kerberos时需要配置authentication为Kerberos - 必选：否 + - 字段类型：string - 默认值：无 - +
- **workerCount** - 描述：worker线程数 - 必选：否 - - 默认值：默认为cpu*2 - + - 字段类型：int + - 默认值：默认为cpu核心数*2 +
- **bossCount** - 描述：boss线程数 - 必选：否 + - 字段类型：int - 默认值：1 - +
- **operationTimeout** - - 描述：普通操作超时时间 + - 描述：普通操作超时时间，单位毫秒 - 必选：否 + - 字段类型：long - 默认值：30000 - +
- **adminOperationTimeout** - - 描述： 管理员操作(建表，删表)超时时间 + - 描述： 管理员操作(建表，删表)超时时间，单位毫秒 - 必选：否 - - 默认值：30000 - + - 字段类型：long + - 默认值：15000 +
- **queryTimeout** - - 描述：连接scan token的超时时间 + - 描述：连接scan token的超时时间，单位毫秒 - 必选：否 - - 默认值：与operationTimeout一致 - + - 字段类型：long + - 默认值：30000 +
- **where** - 描述：过滤条件字符串，多个以and连接 - 必选：否 + - 字段类型：string - 默认值：无 - +
- **batchSizeBytes** - 描述： kudu scan一次性最大读取字节数 - 必选：否 + - 字段类型：int - 默认值：1048576 +
+ +- **hadoopConfig** + - 描述： kudu开启kerberos，需要配置kerberos相关参数 + - 必选：否 + - 字段类型：map + - 默认值：无 + - ## 四、配置示例 ```json { @@ -136,22 +150,27 @@ "column": [ { "name": "id", - "type": "long" + "type": "string" + }, { + "name": "name", + "type": "string" + }, { + "name": "age", + "type": "int" + }, { + "name": "sex", + "type": "int" } ], - "masterAddresses": "kudu1:7051,kudu2:7051,kudu3:7051", - "table": "kudu", + "masterAddresses": "host:7051", + "table": "table", "readMode": "read_latest", - "authentication": "", - "principal": "", - "keytabFile": "", "workerCount": 2, "bossCount": 1, "operationTimeout": 30000, "adminOperationTimeout": 30000, "queryTimeout": 30000, - "where": " id >= 1 ", - "batchSizeBytes": 1048576 + "where": " id >= 1 " } }, "writer" : { @@ -163,23 +182,10 @@ } ], "setting" : { "restore" : { - "maxRowNumForCheckpoint" : 0, - "isRestore" : false, - "restoreColumnName" : "", - "restoreColumnIndex" : 0 - }, - "errorLimit" : { - "record" : 100 + "isRestore" : false }, "speed" : { - "bytes" : 0, "channel" : 1 - }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" } } } diff --git a/docs/offline/reader/mongodbreader.md b/docs/offline/reader/mongodbreader.md index af8cb1a7ad..89c2aafbfa 100644 --- a/docs/offline/reader/mongodbreader.md +++ b/docs/offline/reader/mongodbreader.md @@ -12,60 +12,73 @@ - **url** - 描述：MongoDB数据库连接的URL字符串，详细请参考[MongoDB官方文档](https://docs.mongodb.com/manual/reference/connection-string/) - 必选：否 + - 字段类型：String - 默认值：无 +
- **hostPorts** - 描述：MongoDB的地址和端口，格式为 IP1:port，可填写多个地址，以英文逗号分隔 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **username** - 描述：数据源的用户名 - 必选：否 + - 字段类型：String - 默认值：无 +
- **password** - 描述：数据源指定用户名的密码 - 必选：否 + - 字段类型：String - 默认值：无 +
- **database** - 描述：数据库名称 - 必选：否 + - 字段类型：String - 默认值：无 +
- **collectionName** - 描述：集合名称 - 必选：是 + - 字段类型：String - 默认值：无 - -
+
+ - **fetchSize** - 描述：每次读取的数据条数，通过调整此参数来优化读取速率 - 必选：否 + - 字段类型：int - 默认值：100 - +
- **filter** - - 描述：过滤条件，通过该配置型来限制返回 MongoDB 数据范围，语法请参考[MongoDB查询语法](https://docs.mongodb.com/manual/crud/#read-operations) + - 描述：过滤条件，为json格式, 通过该配置型来限制返回 MongoDB 数据范围，语法请参考[MongoDB查询语法](https://docs.mongodb.com/manual/crud/#read-operations) - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 - - 格式：支持3中格式 + - 格式：支持三种格式
1.读取全部字段，如果字段数量很多，可以使用下面的写法： ```json {"column":["*"]} @@ -92,7 +105,9 @@ - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - splitter：因为 MongoDB 支持数组类型，所以 MongoDB 读出来的数组类型要通过这个分隔符合并成字符串 - 必选：是 + - 字段类型： List - 默认值：无 +
diff --git a/docs/offline/reader/mysqlreader.md b/docs/offline/reader/mysqlreader.md index 04ca11f99e..a9cc074c37 100644 --- a/docs/offline/reader/mysqlreader.md +++ b/docs/offline/reader/mysqlreader.md @@ -2,7 +2,7 @@ ## 一、插件名称 -名称：**mysqlreader**
** +名称：**mysqlreader**
## 二、支持的数据源版本 **MySQL 5.X**
@@ -10,35 +10,80 @@ ## 三、参数说明
+- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:mysql://0.0.0.1:3306/database?useUnicode=true&characterEncoding=utf8"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串
jdbcUrl参考文档：[MySQL官方文档](http://dev.mysql.com/doc/connector-j/en/connector-j-reference-configuration-properties.html) - 必选：是 + - 字段类型：List - 默认值：无 +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 +
+- **fetchSize** + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据；开启fetchSize需要满足：数据库版本要高于5.0.2、连接参数useCursorFetch=true。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 字段类型：int + - 默认值：Integer.MIN_VALUE + +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -47,17 +92,19 @@ - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -67,9 +114,10 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -98,27 +146,55 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false +
- +- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
+ - **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 @@ -134,11 +210,11 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:mysql://0.0.0.1:3306/database?useUnicode=true&characterEncoding=utf8"], + "table": ["table"] }], "column": ["*"], "customSql": "", @@ -190,11 +266,11 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:mysql://0.0.0.1:3306/database?useUnicode=true&characterEncoding=utf8"], + "table": ["table"] }], "column": ["*"], "customSql": "", @@ -246,14 +322,14 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:mysql://0.0.0.1:3306/database?useUnicode=true&characterEncoding=utf8"], + "table": ["table"] }], "column": ["id","user_id","name"], - "customSql": "select * from kudu where id > 20", + "customSql": "select * from table where id > 20", "where": "id < 100", "splitPk": "", "queryTimeOut": 1000, @@ -302,11 +378,11 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:mysql://0.0.0.1:3306/database?useUnicode=true&characterEncoding=utf8"], + "table": ["table"] }], "column": [{ "name": "id", @@ -369,11 +445,11 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:mysql://0.0.0.1:3306/database?useUnicode=true&characterEncoding=utf8"], + "table": ["table"] }], "column": [{ "name": "id", diff --git a/docs/offline/reader/odpsreader.md b/docs/offline/reader/odpsreader.md index 57a0625031..f02f476d5d 100644 --- a/docs/offline/reader/odpsreader.md +++ b/docs/offline/reader/odpsreader.md @@ -1,62 +1,40 @@ # ODPS Reader - ## 一、插件名称 -名称：**odpsreader**
- -## 二、参数说明 - -- **accessId** - - 描述：ODPS系统登录ID - - 必选：是 - - 默认值：无 - - - -- **accessKey** - - 描述：ODPS系统登录Key - - 必选：是 - - 默认值：无 - - - -- **project** - - 描述：读取数据表所在的 ODPS 项目名称（大小写不敏感） - - 必选：是 - - 默认值：无 - +名称：**odpsreader** +## 二、参数说明 - **table** - 描述：读取数据表的表名称（大小写不敏感） - 必选：是 + - 字段类型：string - 默认值：无 - -
+
- **partition** - - 描述：读取数据所在的分区信息，支持linux shell通配符，包括 * 表示0个或多个字符，?代表任意一个字符。例如现在有分区表 test，其存在 pt=1,ds=hangzhou   pt=1,ds=shanghai   pt=2,ds=hangzhou   pt=2,ds=beijing 四个分区，如果你想读取 pt=1,ds=shanghai 这个分区的数据，那么你应该配置为: `"partition":["pt=1,ds=shanghai"]`； 如果你想读取 pt=1下的所有分区，那么你应该配置为: `"partition":["pt=1,ds=* "]`；如果你想读取整个 test 表的所有分区的数据，那么你应该配置为: `"partition":["pt=*,ds=*"]` - - 必选：如果表为分区表，则必填。如果表为非分区表，则不能填写 + - 描述：读取数据所在的分区信息，支持linux shell通配符，包括 * 表示0个或多个字符，?代表任意一个字符。例如现在有分区表 test，其存在 pt=1,ds=hangzhou   pt=1,ds=shanghai   pt=2,ds=hangzhou   pt=2,ds=beijing 四个分区，如果你想读取 pt=1,ds=shanghai 这个分区的数据，那么你应该配置为: `"partition":"pt=1,ds=shanghai"`； 如果你想读取 pt=1下的所有分区，那么你应该配置为: `"partition":"pt=1,ds=* "`；如果你想读取整个 test 表的所有分区的数据，那么你应该配置为: `"partition":"pt=*,ds=*"` + - 注意：如果表为分区表，则必填。如果表为非分区表，则不能填写 + - 必选：否 + - 字段类型：string - 默认值：无 - -
+
- **column** - 描述：需要读取的字段。 - - 格式：支持3中格式 -
1.读取全部字段，如果字段数量很多，可以使用下面的写法： + - 格式：支持3种格式 + +1.读取全部字段，如果字段数量很多，可以使用下面的写法： ``` "column":[*] ``` - - -
2.只指定字段名称： +2.只指定字段名称： ``` "column":["id","name"] ``` - - -
3.指定具体信息： + 3.指定具体信息： ``` "column": [{ "name": "col", @@ -66,17 +44,60 @@ }] ``` - - 属性说明: - - name：字段名称 - - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 - - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 +- 属性说明: + - name：字段名称 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 + - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 + - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 +- 必选：是 +- 字段类型：数组 +- 默认值：无 + +
+ +- **odpsConfig** + - 描述：ODPS的配置信息 - 必选：是 + - 字段类型 map - 默认值：无 + - 可选配置： + - **odpsServer** + - 描述：odps服务地址 + - 必选：否 + - 字段类型 string + - 默认值：[http://service.odps.aliyun.com/api](http://service.odps.aliyun.com/api) + - **accessId** + - 描述：ODPS系统登录ID + - 必选：是 + - 字段类型 string + - 默认值：无 + - **accessKey** + - 描述：ODPS系统登录Key + - 必选：是 + - 字段类型 string + - 默认值：无 + - **project** + - 描述：读取数据表所在的 ODPS 项目名称（大小写不敏感） + - 必选：是 + - 字段类型 string + - 默认值：无 + - **packageAuthorizedProject** + - 描述：读取数据表所在的 ODPS 项目名称（大小写不敏感） + - 注意：当 **packageAuthorizedProject **不为空时，当前project取packageAuthorizedProject对应值 而不是 project 对应的值 + - 必选：否 + - 字段类型 string + - 默认值：无 + - **accountType** + - 描述：account类型 + - 注意：目前只支持 aliyun 类型 + - 必选：否 + - 字段类型 string + - 默认值：aliyun + + - ## 三、配置示例 ```json { @@ -110,23 +131,10 @@ } ], "setting" : { "restore" : { - "maxRowNumForCheckpoint" : 0, - "isRestore" : false, - "restoreColumnName" : "", - "restoreColumnIndex" : 0 - }, - "errorLimit" : { - "record" : 100 + "isRestore" : false }, "speed" : { - "bytes" : 0, "channel" : 1 - }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" } } } diff --git a/docs/offline/reader/oraclereader.md b/docs/offline/reader/oraclereader.md index df2f749531..7ade70a875 100644 --- a/docs/offline/reader/oraclereader.md +++ b/docs/offline/reader/oraclereader.md @@ -2,42 +2,78 @@ ## 一、插件名称 -名称：**oraclereader**
** +名称：**oraclereader**
## 二、支持的数据源版本 -**Oracle 9 及以上**
** +**Oracle 9 及以上**
## 三、参数说明
+- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:oracle:thin:@0.0.0.1:1521:oracle"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串
jdbcUrl参考文档：[Oracle官方文档](http://www.oracle.com/technetwork/database/enterprise-edition/documentation/index.html) - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 +
+- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -46,25 +82,28 @@ - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **fetchSize** - - 描述：读取时每批次读取的数据条数。 + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：3000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -74,9 +113,10 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定次参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -107,30 +147,58 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false - +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false + +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 - +
## 四、配置示例 @@ -143,11 +211,11 @@ { "reader": { "parameter": { - "username": "tudou", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], - "table": ["TUDOU.KUDU"] + "jdbcUrl": ["jdbc:oracle:thin:@0.0.0.1:1521:oracle"], + "table": ["TABLE"] }], "column": ["*"], "customSql": "", @@ -200,11 +268,11 @@ { "reader": { "parameter": { - "username": "tudou", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], - "table": ["TUDOU.KUDU"] + "jdbcUrl": ["jdbc:oracle:thin:@0.0.0.1:1521:oracle"], + "table": ["TABLE"] }], "column": ["*"], "customSql": "", @@ -257,14 +325,14 @@ { "reader": { "parameter": { - "username": "tudou", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], - "table": ["TUDOU.KUDU"] + "jdbcUrl": ["jdbc:oracle:thin:@0.0.0.1:1521:oracle"], + "table": ["table"] }], "column": ["ID","USER_ID","NAME"], - "customSql": "select * from kudu where ID > 20", + "customSql": "select * from table where ID > 20", "where": "ID < 10000", "splitPk": "ID", "fetchSize": 1024, @@ -314,11 +382,11 @@ { "reader": { "parameter": { - "username": "tudou", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], - "table": ["TUDOU.KUDU"] + "jdbcUrl": ["jdbc:oracle:thin:@0.0.0.1:1521:oracle"], + "table": ["TABLE"] }], "column": [{ "name": "ID", @@ -382,11 +450,11 @@ { "reader": { "parameter": { - "username": "tudou", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:oracle:thin:@kudu5:1521:helowin"], - "table": ["TUDOU.KUDU"] + "jdbcUrl": ["jdbc:oracle:thin:@0.0.0.1:1521:oracle"], + "table": ["TABLE"] }], "column": [{ "name": "ID", diff --git a/docs/offline/reader/phoenixreader.md b/docs/offline/reader/phoenixreader.md index 14ceca3099..1285561746 100644 --- a/docs/offline/reader/phoenixreader.md +++ b/docs/offline/reader/phoenixreader.md @@ -9,35 +9,72 @@ phoenix4.12.0-HBase-1.3及以上 ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:phoenix:node01,node02,node03:2181"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ + - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串
jdbcUrl参考文档：[phoniex官方文档](https://phoenix.apache.org/#) - 必选：是 + - 字段类型：List - 默认值：无 - +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -46,17 +83,28 @@ phoenix4.12.0-HBase-1.3及以上 - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 +
+ +- **fetchSize** + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 字段类型：int + - 默认值：1000 +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -66,9 +114,10 @@ phoenix4.12.0-HBase-1.3及以上 - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -97,27 +146,55 @@ phoenix4.12.0-HBase-1.3及以上 - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false - +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false + +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 ## 四、配置示例 @@ -131,16 +208,13 @@ phoenix4.12.0-HBase-1.3及以上 "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "", "password" : "", @@ -199,16 +273,13 @@ phoenix4.12.0-HBase-1.3及以上 "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "", "password" : "", @@ -267,16 +338,13 @@ phoenix4.12.0-HBase-1.3及以上 "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "", "password" : "", @@ -333,16 +401,13 @@ phoenix4.12.0-HBase-1.3及以上 "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "", "password" : "", @@ -401,16 +466,13 @@ phoenix4.12.0-HBase-1.3及以上 "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "", "password" : "", @@ -471,16 +533,13 @@ phoenix4.12.0-HBase-1.3及以上 "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "", "password" : "", diff --git a/docs/offline/reader/polardbreader.md b/docs/offline/reader/polardbreader.md index fd9eed5962..f4a022cee7 100644 --- a/docs/offline/reader/polardbreader.md +++ b/docs/offline/reader/polardbreader.md @@ -10,35 +10,71 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:polardb://0.0.0.1:3306/database"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 -
jdbcUrl参考文档：[Mysql官方文档](http://dev.mysql.com/doc/connector-j/en/connector-j-reference-configuration-properties.html) +
jdbcUrl参考文档：[PolarDB官方文档](https://help.aliyun.com/document_detail/147247.html?spm=a2c4g.11186623.2.8.51346c98uYvnUU) - 必选：是 + - 字段类型：List - 默认值：无 +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -47,17 +83,28 @@ - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 +
+- **fetchSize** + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 + - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 + - 必选：否 + - 字段类型：int + - 默认值：1000 + +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -67,9 +114,10 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -98,31 +146,57 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false - +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false + +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 - - ## 四、配置示例 @@ -134,11 +208,11 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:polardb://0.0.0.1:3306/database"], + "table": ["table"] }], "column": ["*"], "customSql": "", @@ -190,11 +264,11 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:polardb://0.0.0.1:3306/database"], + "table": ["table"] }], "column": ["*"], "customSql": "", @@ -246,14 +320,14 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:polardb://0.0.0.1:3306/database"], + "table": ["table"] }], "column": ["id","user_id","name"], - "customSql": "select * from kudu where id > 20", + "customSql": "select * from table where id > 20", "where": "id < 100", "splitPk": "", "fetchSize": 0, @@ -302,11 +376,11 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:polardb://0.0.0.1:3306/database"], + "table": ["table"] }], "column": [{ "name": "id", @@ -369,11 +443,11 @@ { "reader": { "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [{ - "jdbcUrl": ["jdbc:mysql://kudu3:3306/tudou?useUnicode=true&characterEncoding=utf8"], - "table": ["kudu"] + "jdbcUrl": ["jdbc:polardb://0.0.0.1:3306/database"], + "table": ["table"] }], "column": [{ "name": "id", diff --git a/docs/offline/reader/postgresqlreader.md b/docs/offline/reader/postgresqlreader.md index 302eb54d36..ea1234e44b 100644 --- a/docs/offline/reader/postgresqlreader.md +++ b/docs/offline/reader/postgresqlreader.md @@ -10,35 +10,71 @@ ## 三、参数说明
+- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:postgresql://0.0.0.1:5432/postgres"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串
jdbcUrl参考文档：[postgresql官方文档](https://jdbc.postgresql.org/documentation/head/connect.html#connection-parameters) - 必选：是 + - 字段类型：List - 默认值：无 +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -47,25 +83,28 @@ - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **fetchSize** - - 描述：读取时每批次读取的数据条数。 + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -75,9 +114,10 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -106,27 +146,55 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false - +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 ** @@ -142,16 +210,13 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", @@ -197,16 +262,13 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", @@ -252,16 +314,13 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", @@ -307,16 +366,13 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", @@ -364,16 +420,13 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", diff --git a/docs/offline/reader/saphanareader.md b/docs/offline/reader/saphanareader.md index aea38f3a40..3194d14bad 100644 --- a/docs/offline/reader/saphanareader.md +++ b/docs/offline/reader/saphanareader.md @@ -9,34 +9,70 @@ SAP HANA 2.0及以上
## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:sap://0.0.0.1:39017"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：jdbc连接字符串 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 +
+- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -45,25 +81,28 @@ SAP HANA 2.0及以上
- 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **fetchSize** - - 描述：读取时每批次读取的数据条数。 + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 - - 默认值：3000 - + - 字段类型：int + - 默认值：1000 +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -73,9 +112,10 @@ SAP HANA 2.0及以上
- 当指定了此参数时，connection里指定的table无效； - 当指定次参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：需要读取的字段。 @@ -106,31 +146,57 @@ SAP HANA 2.0及以上
- format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false - +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false + +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 - - ## 四、配置示例 ```json @@ -145,7 +211,7 @@ SAP HANA 2.0及以上
"connection": [ { "jdbcUrl": [ - "jdbc:sap://kudu3:39017" + "jdbc:sap://0.0.0.1:39017" ], "table": [ "SYS.P_DPAPI_KEY_" diff --git a/docs/offline/reader/sqlserverreader.md b/docs/offline/reader/sqlserverreader.md index e5cebc2803..f10f7aabb9 100644 --- a/docs/offline/reader/sqlserverreader.md +++ b/docs/offline/reader/sqlserverreader.md @@ -10,34 +10,70 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": ["jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=database"], + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：使用开源的jtds驱动连接 而非Microsoft的官方驱动
jdbcUrl参考文档：[jtds驱动官方文档](http://jtds.sourceforge.net/faq.html) - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 +
+- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **where** - 描述：筛选条件，reader插件根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > time。 - 注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **splitPk** - 描述：当speed配置中的channel大于1时指定此参数，Reader插件根据并发数和此参数指定的字段拼接sql，使每个并发读取不同的数据，提升读取速率。 @@ -46,25 +82,28 @@ - 目前splitPk仅支持整形数据切分，`不支持浮点、字符串、日期等其他类型`。如果用户指定其他非支持类型，FlinkX将报错！ - 如果channel大于1但是没有配置此参数，任务将置为失败。 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **fetchSize** - - 描述：读取时每批次读取的数据条数。 + - 描述：一次性从数据库中读取多少条数据，jdbc默认一次将所有结果都读取到内存中，在数据量很大时可能会造成OOM，设置这个参数可以控制每次读取fetchSize条数据。 - 注意：此参数的值不可设置过大，否则会读取超时，导致任务失败。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **queryTimeOut** - 描述：查询超时时间，单位秒。 - 注意：当数据量很大，或者从视图查询，或者自定义sql查询时，可通过此参数指定超时时间。 - 必选：否 + - 字段类型：int - 默认值：1000 - +
- **customSql** - 描述：自定义的查询语句，如果只指定字段不能满足需求时，可通过此参数指定查询的sql，可以是任意复杂的查询语句。 @@ -74,9 +113,18 @@ - 当指定了此参数时，connection里指定的table无效； - 当指定此参数时，column必须指定具体字段信息，不能以*号代替； - 必选：否 + - 字段类型：String - 默认值：无 +
+ +- **withNoLock** + - 描述：是否在sql语句后面添加 with(nolock) + - 必选：否 + - 字段类型：Boolean + - 默认值：false +
- **column** - 描述：需要读取的字段。 @@ -107,27 +155,56 @@ - format：如果字段是时间字符串，可以指定时间的格式，将字段类型转为日期格式返回 - value：如果数据库里不存在指定的字段，则会把value的值作为常量列返回，如果指定的字段存在，当指定字段的值为null时，会以此value值作为默认值返回 - 必选：是 + - 字段类型：List - 默认值：无 - +
- **polling** - 描述：是否开启间隔轮询，开启后会根据`pollingInterval`轮询间隔时间周期性的从数据库拉取数据。开启间隔轮询还需配置参数`pollingInterval`，`increColumn`，可以选择配置参数`startLocation`。若不配置参数`startLocation`，任务启动时将会从数据库中查询增量字段最大值作为轮询的开始位置。 - 必选：否 + - 字段类型：Boolean - 默认值：false - +
- **pollingInterval** - 描述：轮询间隔时间，从数据库中拉取数据的间隔时间，默认为5000毫秒。 - 必选：否 + - 字段类型：long - 默认值：5000 +
+ +- **increColumn** + - 增量字段，可以是对应的增量字段名，也可以是纯数字，表示增量字段在column中的顺序位置（从0开始） + - 必选：否 + - 字段类型：String或int + - 默认值：无 + +
+ +- **startLocation** + - 描述：增量查询起始位置 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **useMaxFunc** + - 描述：用于标记是否保存endLocation位置的一条或多条数据，true：不保存，false(默认)：保存， 某些情况下可能出现最后几条数据被重复记录的情况，可以将此参数配置为true + - 必选：否 + - 字段类型：Boolean + - 默认值：false + +
- **requestAccumulatorInterval** - 描述：发送查询累加器请求的间隔时间。 - 必选：否 + - 字段类型：int - 默认值：2 ** @@ -143,21 +220,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -209,21 +283,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -275,28 +346,25 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", "splitPk": "id", "fetchSize": 1000, "queryTimeOut": 1000, - "customSql": "select * from kudu where id > 20", + "customSql": "select * from table where id > 20", "requestAccumulatorInterval": 2 }, "name" : "sqlserverreader" @@ -330,6 +398,7 @@ } } } +} ``` #### 4、增量同步指定startLocation @@ -341,21 +410,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", @@ -410,21 +476,18 @@ "parameter" : { "column" : [ { "name" : "id", - "type" : "bigint", - "key" : "id" + "type" : "bigint" }, { "name" : "user_id", - "type" : "bigint", - "key" : "user_id" + "type" : "bigint" }, { "name" : "name", - "type" : "varchar", - "key" : "name" + "type" : "varchar" } ], "username" : "username", "password" : "password", "connection" : [ { - "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack" ], + "jdbcUrl" : [ "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=database" ], "table" : [ "tableTest" ] } ], "where": "id > 1", diff --git a/docs/offline/reader/streamreader.md b/docs/offline/reader/streamreader.md index 697571098a..e7e29ac74b 100644 --- a/docs/offline/reader/streamreader.md +++ b/docs/offline/reader/streamreader.md @@ -12,7 +12,7 @@ ### 三、参数说明 - **sliceRecordCount** - - 描述：每个通道生成的数据条数，不配置此参数或者配置为0，程序会持续生成数据，不会停止 + - 描述：每个通道生成的数据条数，不配置此参数或者配置为0，程序会持续生成数据，不会停止。例如当配置通道数为5时，就需要填写5个数字。不同通道数写入数量可以不同 - 必选：否 - 默认值：0 @@ -42,10 +42,10 @@ - float - double - date - - timestamp + - timestamp: 以当前时间戳作为模拟值，因此也是递增的 - bigdecimal - biginteger - - int[] + - int[]: 数组的长度也是随机的 - byte[] - boolean[] - char[]，character[] diff --git a/docs/offline/writer/carbondatawriter.md b/docs/offline/writer/carbondatawriter.md index 2ad1b8e41e..ba4d954b46 100644 --- a/docs/offline/writer/carbondatawriter.md +++ b/docs/offline/writer/carbondatawriter.md @@ -2,7 +2,7 @@ ## 一、插件名称 -名称：**carbondatawriter**
** +名称：**carbondatawriter**
## 二、支持的数据源版本 **Carbondata 1.5及以上**
@@ -13,34 +13,50 @@ - **path** - 描述：carbondata表的存储路径 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **table** - 描述：carbondata表名 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **database** - 描述：carbondata库名 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：所配置的表中需要同步的字段名列表 - - 必选：是 + - 必选：是 + 字段包括表字段和常量字段, + 表字段的格式: + - name：字段名称 + - type：字段类型 + ``` +{ + "name": "col1", + "type": "string" +} +``` + - 必选：是 + - 字段类型：List - 默认值：无 - +
- **hadoopConfig** - 描述：集群HA模式时需要填写的namespace配置及其它配置 - 必选：是 + - 字段类型：Map - 默认值：无
@@ -48,29 +64,33 @@ - **defaultFS** - 描述：Hadoop hdfs文件系统namenode节点地址 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **writeMode** - 描述：写入模式，支持append和overwrite - 必填：否 + - 字段类型：String - 默认值：append - +
- **partition** - 描述：carbondata分区 - 必填：否 - - 默认值：append - + - 字段类型：String + - 默认值：无 +
- **batchSize** - 描述：批量提交条数 - 必填：否 + - 字段类型：int - 默认值：204800 - +
diff --git a/docs/offline/writer/cassandrawriter.md b/docs/offline/writer/cassandrawriter.md index 2e999d0242..e04786faca 100644 --- a/docs/offline/writer/cassandrawriter.md +++ b/docs/offline/writer/cassandrawriter.md @@ -13,91 +13,104 @@ - 描述：数据库地址 - 必选：是 - 默认值：无 - + - 字段类型：String +
- **port** - 描述：端口 - 必选：否 - 默认值：9042 - + - 字段类型：Integer +
- **username** - 描述：用户名 - 必选：否 - 默认值：无 - + - 字段类型：String +
- **password** - 描述：密码 - 必选：否 - 默认值：无 - + - 字段类型：String +
- **useSSL** - 描述：数字证书 - 必选：否 - 默认值：false - + - 字段类型：Boolean +
- **column** - 描述：查询结果中被select出来的属性集合，为空则select * - 必选：否 - 默认值：无 - + - 字段类型：List +
- **keyspace** - 描述：需要同步的表所在的keyspace - 必选：是 - 默认值：无 - + - 字段类型：String +
- **table** - 描述：要查询的表 - 必选：是 - 默认值：无 - + - 字段类型：String +
- **batchSize** - 描述：异步写入的批次大小 - 必选：否 - 默认值：1 - + - 字段类型：Integer +
- **asyncWrite** - 描述：是否异步写入 - 必选：否 - 默认值：false - + - 字段类型：Boolean +
- **connecttionsPerHost** - 描述：分配给每个host的连接数 - 必选：否 - 默认值：8 - + - 字段类型：Integer +
- **maxPendingPerConnection** - 描述：最多能建立的连接数 - 必选：否 - 默认值：128 - + - 字段类型：Integer +
- **consistancyLevel** - 描述：数据一致性级别。可选`ONE`、`QUORUM`、`LOCAL_QUORUM`、`EACH_QUORUM`、`ALL`、`ANY`、`TWO`、`THREE`、`LOCAL_ONE` - 必选：否 - 默认值：无 - + - 字段类型：String +
diff --git a/docs/offline/writer/clickhousewriter.md b/docs/offline/writer/clickhousewriter.md index b6fc22df1c..f985c243c9 100644 --- a/docs/offline/writer/clickhousewriter.md +++ b/docs/offline/writer/clickhousewriter.md @@ -10,71 +10,113 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:clickhouse://localhost:8123/database", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String - 默认值：无 + +
+- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。 - 必选：是 - 默认值：否 + - 字段类型：List - 默认值：无 +
+- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 语句，只支持insert操作 - 必选：是 - 所有选项：insert + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 + +
-
** ## 四、配置示例 ```json @@ -90,8 +132,16 @@ "type": "int" }, { - "name": "age", + "name": "user_id", "type": "int" + }, + { + "name" : "name", + "type" : "string" + }, + { + "name" : "eventDate", + "type" : "date" } ] }, @@ -101,29 +151,12 @@ "name": "clickhousewriter", "parameter": { "connection": [{ - "jdbcUrl": "jdbc:clickhouse://0.0.0.1:8123/dtstack", - "table": [ - "tableTest" - ] + "jdbcUrl": "jdbc:clickhouse://localhost:8123/database", + "table": ["test"] }], "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "BIGINT", - "key": "id" - }, - { - "name": "user_id", - "type": "BIGINT", - "key": "user_id" - }, - { - "name": "name", - "type": "varchar", - "key": "name" - }], + "column": ["id","user_id","name","eventDate"], "writeMode": "insert", "batchSize": 1024, "preSql": [], diff --git a/docs/offline/writer/db2writer.md b/docs/offline/writer/db2writer.md index e7b66dd319..f7d8ecf731 100644 --- a/docs/offline/writer/db2writer.md +++ b/docs/offline/writer/db2writer.md @@ -2,83 +2,126 @@ ## 一、插件名称 -名称：**db2writer**
** +名称：**db2writer**
## 二、支持的数据源版本 -**DB2 9、10**
** +**DB2 9、10**
## 三、参数说明 -- **jdbcUrl** - - 描述：针对关系型数据库的jdbc连接字符串 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:db2://localhost:50000/database", + "table": ["table"], + "schema":"public" + }] + ``` - 默认值：无 +
+- **jdbcUrl** + - 描述：针对关系型数据库的jdbc连接字符串 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
+ - **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - 默认值：否 + - 字段类型：List - 默认值：无 +
+- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者 `merge into`  语句 - 必选：是 - - 所有选项：insert/update + - 所有选项：insert、update + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 - +
- **updateKey** - - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 + - 描述：当写入模式为update时，需要指定此参数的值为`唯一索引字段` - 注意： - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 ** @@ -120,33 +163,12 @@ "name": "db2writer", "parameter": { "connection": [{ - "jdbcUrl": "jdbc:db2://localhost:50000/sample", - "table": [ - "staff" - ] + "jdbcUrl": "jdbc:db2://localhost:50000/database", + "table": ["table"] }], - "username": "user", + "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "SMALLINT", - "key": "id" - }, - { - "name": "name", - "type": "VARCHAR", - "key": "user_id" - }, - { - "name": "dept", - "type": "SMALLINT", - "key": "name" - },{ - "name": "job", - "type": "VARCHAR" - } - ], + "column": ["id","name","dept","job"], "writeMode": "insert", "batchSize": 1024, "preSql": [], @@ -210,39 +232,17 @@ "name": "db2writer", "parameter": { "connection": [{ - "jdbcUrl": "jdbc:db2://localhost:50000/sample", - "table": [ - "staff" - ] + "jdbcUrl": "jdbc:db2://localhost:50000/database", + "table": ["table"] }], - "username": "user", + "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "SMALLINT", - "key": "id" - }, - { - "name": "name", - "type": "VARCHAR", - "key": "user_id" - }, - { - "name": "dept", - "type": "SMALLINT", - "key": "name" - },{ - "name": "job", - "type": "VARCHAR" - } - ], + "column": ["id","name","dept","job"], "writeMode": "update", "updateKey": {"key": ["id"]}, "batchSize": 1024, "preSql": [], - "postSql": [], - "updateKey": {} + "postSql": [] } } } diff --git a/docs/offline/writer/dmwriter.md b/docs/offline/writer/dmwriter.md index ec37a9f433..15d2893281 100644 --- a/docs/offline/writer/dmwriter.md +++ b/docs/offline/writer/dmwriter.md @@ -9,80 +9,125 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:dm://localhost:5236", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - - 描述：针对关系型数据库的jdbc连接字符串 + - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - 默认值：否 + - 字段类型：List - 默认值：无 +
+ +- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者 `merge into` 语句 - 必选：是 - 所有选项：insert/update + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 - +
- **updateKey** - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 - 注意： - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 -** + + ## 四、配置示例 #### 1、insert @@ -110,30 +155,18 @@ "writer": { "name": "dmwriter", "parameter": { - "username": "SYSDBA", - "password": "SYSDBA", + "username": "username", + "password": "password", "connection": [ { "jdbcUrl": "jdbc:dm://localhost:5236", - "table": [ - "PERSON.STUDENT" - ] + "table": ["table"] } ], - "session": [], "preSql": [], "postSql": [], - "writeMode": "insert", - "column": [ - { - "name": "ID", - "type": "int" - }, - { - "name": "AGE", - "type": "int" - } - ] + "mode": "insert", + "column": ["ID","AGE"] } } } @@ -184,31 +217,19 @@ "writer": { "name": "dmwriter", "parameter": { - "username": "SYSDBA", - "password": "SYSDBA", + "username": "username", + "password": "password", "connection": [ { "jdbcUrl": "jdbc:dm://localhost:5236", - "table": [ - "PERSON.STUDENT" - ] + "table": ["table"] } ], - "session": [], "preSql": [], "postSql": [], - "writeMode": "update", + "mode": "update", "updateKey": {"key": ["ID"]}, - "column": [ - { - "name": "ID", - "type": "int" - }, - { - "name": "AGE", - "type": "int" - } - ] + "column": ["ID","AGE"] } } } diff --git a/docs/offline/writer/eswriter.md b/docs/offline/writer/eswriter.md index 35029a6c80..269ba1536b 100644 --- a/docs/offline/writer/eswriter.md +++ b/docs/offline/writer/eswriter.md @@ -12,36 +12,42 @@ - **address** - 描述：Elasticsearch地址，单个节点地址采用host:port形式，多个节点的地址用逗号连接 - 必选：是 + - 字段类型：String - 默认值：无 +
- **username** - 描述：Elasticsearch认证用户名 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：Elasticsearch认证密码 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **index** - 描述：Elasticsearch 索引值 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **type** - 描述：Elasticsearch 索引类型 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** @@ -54,6 +60,7 @@ ``` - 必选：是 + - 字段类型：List - 默认值：无 @@ -80,22 +87,25 @@ - 注意： - 如果不指定idColumns属性，则会随机产生文档id - 如果指定的字段值存在重复或者指定了常数，按照es的逻辑，同样值的doc只会保留一份 + - 字段类型：List - 默认值：无 - +
- **bulkAction** - 描述：批量写入的记录条数 - 必选：是 + - 字段类型：int - 默认值：100 - +
- **timeout** - 描述：连接超时时间，如果bulkAction指定的数值过大，写入数据可能会超时，这时可以配置超时时间 - 必选：否 + - 字段类型：int - 默认值：无 - +
@@ -128,7 +138,7 @@ "writer": { "name": "eswriter", "parameter": { - "address": "172.16.8.193:9200", + "address": "localhost:9200", "username": "elastic", "password": "abc123", "index": "tudou", diff --git a/docs/offline/writer/ftpwriter.md b/docs/offline/writer/ftpwriter.md index 9b6995ef01..dca718c91b 100644 --- a/docs/offline/writer/ftpwriter.md +++ b/docs/offline/writer/ftpwriter.md @@ -1,10 +1,9 @@ # FTP Writer - ## 一、插件名称 -名称：**ftpwriter**
+名称：**ftpwriter** + - ## 二、数据源版本 | 协议 | 是否支持 | | --- | --- | @@ -13,220 +12,222 @@ - ## 三、数据源配置 -FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/92046.html?spm=a2c4g.11186623.6.1185.6371dcd5DOfc5z)
linux：[地址](https://help.aliyun.com/document_detail/92048.html?spm=a2c4g.11186623.6.1184.7a9a2dbcRLDNlf)
sftp服务搭建
windows：[地址](http://www.freesshd.com/)
linux：[地址](https://yq.aliyun.com/articles/435356?spm=a2c4e.11163080.searchblog.102.576f2ec1BVgWY7)
+FTP服务搭建 +windows：[地址](https://help.aliyun.com/document_detail/92046.html?spm=a2c4g.11186623.6.1185.6371dcd5DOfc5z) +linux：[地址](https://help.aliyun.com/document_detail/92048.html?spm=a2c4g.11186623.6.1184.7a9a2dbcRLDNlf) +sftp服务搭建 +windows：[地址](http://www.freesshd.com/) +linux：[地址](https://yq.aliyun.com/articles/435356?spm=a2c4e.11163080.searchblog.102.576f2ec1BVgWY7) + - ## 四、参数说明 - **protocol** - 描述：ftp服务器协议，目前支持传输协议有`ftp`、`sftp` - 必选：是 + - 字段类型：string - 默认值：无 - +
- **host** - 描述：ftp服务器地址 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **port** - 描述：ftp服务器端口 - 必选：否 + - 字段类型：int - 默认值：若传输协议是sftp协议，默认值是22；若传输协议是标准ftp协议，默认值是21 - +
- **connectPattern** - 描述：协议为ftp时的连接模式，可选`pasv`，`port`，参数含义可参考：[模式说明](https://blog.csdn.net/qq_16038125/article/details/72851142) - 必选：否 + - 字段类型：string - 默认值：`PASV` - +
- **username** - 描述：ftp服务器访问用户名 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **password** - 描述：ftp服务器访问密码 - 必选：否 + - 字段类型：string - 默认值：无 - +
- **path** - 描述：远程FTP文件系统的路径信息，注意这里可以支持填写多个路径 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **fieldDelimiter** - 描述：读取的字段分隔符 - 必选：是 + - 字段类型：string - 默认值：`,` - +
- **encoding** - 描述：读取文件的编码配置 - 必选：否 + - 字段类型：string - 默认值：`UTF-8` - +
- **privateKeyPath** - 描述：私钥文件路径 - 必选：否 + - 字段类型：string - 默认值：无 -
+
- **writeMode** - 描述：ftpwriter写入前数据清理处理模式： - append：追加 - overwrite：覆盖 - - 注意：overwrite模式时会删除dtp当前目录下的所有文件 + - 注意：overwrite模式时会删除ftp当前目录下的所有文件 - 必选：否 + - 字段类型：string - 默认值：append - +
- **isFirstLineHeader** - 描述：首行是否为标题行，如果是则不读取第一行 - 必选：否 + - 字段类型：boolean - 默认值：false - +
- **timeout** - 描述：连接超时时间，单位毫秒 - 必选：否 + - 字段类型：long - 默认值：5000 - +
- **maxFileSize** - - 描述：写入hdfs单个文件最大大小，单位字节 + - 描述：写入ftp单个文件最大大小，单位字节 - 必须：否 + - 字段类型：long - 默认值：1073741824‬（1G） - +
- **column** - 描述：需要读取的字段 - 格式：指定具体信息： -```json +``` "column": [{ "name": "col1", "type": "datetime" }] ``` - - 属性说明: - - name：字段名称 - - type：字段类型，ftp读取的为文本文件，本质上都是字符串类型，这里可以指定要转成的类型 - - 必选：是 - - 默认值：无 +- 属性说明: + - name：字段名称 + - type：字段类型，ftp读取的为文本文件，本质上都是字符串类型，这里可以指定要转成的类型 +- 必选：是 +- 字段类型：数组 +- 默认值：无 - ## 五、使用示例 - -#### 1、append模式写入 +#### 1、sftp append模式写入 ```json { - "job": { - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - }, - { - "name": "col3", - "type": "int" - }, - { - "name": "col4", - "type": "int" - } - ], - "sliceRecordCount": [ - "100" - ] - }, - "name": "streamreader" - }, - "writer": { - "parameter": { - "path": "/data/ftp/flinkx", - "protocol": "sftp", - "port": 22, - "writeMode": "append", - "host": "localhost", - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - }, - { - "name": "col3", - "type": "int" - }, - { - "name": "col4", - "type": "int" - } - ], - "password": "pass", - "fieldDelimiter": ",", - "encoding": "utf-8", - "username": "user" - }, - "name": "ftpwriter" - } - } - ], - "setting": { - "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "errorLimit": { - "record": 100 - }, - "speed": { - "bytes": 0, - "channel": 1 - } + "job": { + "content": [ + { + "reader": { + "parameter": { + "column": [ + { + "name": "name", + "type": "string" + }, + { + "name": "name", + "type": "string" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount": [ + "100" + ] + }, + "name": "streamreader" + }, + "writer": { + "parameter": { + "path": "/data/ftp", + "protocol": "sftp", + "port": 22, + "writeMode": "append", + "host": "host", + "column": [ + { + "name": "name", + "type": "string" + }, + { + "name": "name", + "type": "string" + }, + { + "name": "name", + "type": "string" + } + ], + "username": "name", + "password": "passwd", + "fieldDelimiter": ",", + "encoding": "utf-8" + }, + "name": "ftpwriter" } + } + ], + "setting": { + "restore": { + "isRestore": false + }, + "speed": { + "bytes": 0, + "channel": 1 + } } + } } ``` - #### 2、指定文件大小 ```json { @@ -265,7 +266,7 @@ FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/ "protocol": "sftp", "port": 22, "writeMode": "append", - "host": "localhost", + "host": "host", "column": [ { "name": "col1", @@ -296,16 +297,9 @@ FTP服务搭建
windows：[地址](https://help.aliyun.com/document_detail/ ], "setting": { "restore": { - "maxRowNumForCheckpoint": 0, - "isRestore": false, - "restoreColumnName": "", - "restoreColumnIndex": 0 - }, - "errorLimit": { - "record": 100 + "isRestore": false }, "speed": { - "bytes": 0, "channel": 1 } } diff --git a/docs/offline/writer/gbasewriter.md b/docs/offline/writer/gbasewriter.md index e1ed14c344..d154e98b4d 100644 --- a/docs/offline/writer/gbasewriter.md +++ b/docs/offline/writer/gbasewriter.md @@ -10,76 +10,120 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:gbase://0.0.0.1:5258/database", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String - 默认值：无 +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ + +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - 默认值：否 + - 字段类型：List - 默认值：无 +
+- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者` merge into` 语句 - 必选：是 - 所有选项：insert/update + - 字段类型：String - 默认值：insert - +
- **updateKey** - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 - 注意： - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 ** @@ -111,22 +155,12 @@ "name": "gbasewriter", "parameter": { "connection": [{ - "jdbcUrl": "jdbc:gbase://0.0.0.1:5258/dtstack", - "table": [ - "tableTest" - ] + "jdbcUrl": "jdbc:gbase://0.0.0.1:5258/database", + "table": ["tableTest"] }], "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "INT" - }, - { - "name": "age", - "type": "INT" - }], + "column": ["id","age"], "writeMode": "insert", "batchSize": 1024, "preSql": [], @@ -173,22 +207,12 @@ "name": "gbasewriter", "parameter": { "connection": [{ - "jdbcUrl": "jdbc:gbase://0.0.0.1:5258/dtstack", - "table": [ - "tableTest" - ] + "jdbcUrl": "jdbc:gbase://0.0.0.1:5258/database", + "table": ["tableTest"] }], "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "INT" - }, - { - "name": "age", - "type": "INT" - }], + "column": ["id","age"], "writeMode": "update", "batchSize": 1024, "updateKey": {"key": ["id"]}, diff --git a/docs/offline/writer/greenplumwriter.md b/docs/offline/writer/greenplumwriter.md index 57a069ce88..2731ea73ba 100644 --- a/docs/offline/writer/greenplumwriter.md +++ b/docs/offline/writer/greenplumwriter.md @@ -9,62 +9,101 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String - 默认值：无 +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - - 默认值：否 + - 字段类型：List - 默认值：无 +
+ +- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：仅支持`insert`操作，可以搭配insertSqlMode使用 - 必选：是 + - 字段类型：String - 默认值：无， - +
- **insertSqlMode** - 描述：控制写入数据到目标表采用  `COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'`语句，提高数据的插入效率 @@ -72,13 +111,15 @@ - 为了避免`insert`过慢带来的问题，此参数被固定为`copy` - 当指定此参数时，writeMode的值必须为 `insert`，否则设置无效 - 必选：否 - - 默认值：无 - + - 字段类型：String + - 默认值：copy +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 ** @@ -107,20 +148,16 @@ "name": "greenplumwriter", "parameter": { "connection": [{ - "jdbcUrl": "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=exampledb", - "table": ["tbl_pay_log_copy"] + "jdbcUrl": "jdbc:pivotal:greenplum://localhost:5432;DatabaseName=database", + "table": ["table"] }], - "username": "gpadmin", - "password": "gpadmin", - "column": [ - { - "name": "id", - "type": "int" - }], + "username": "username", + "password": "password", + "column": ["id"], "writeMode": "insert", "insertSqlMode": "copy", "batchSize": 100, - "preSql": ["TRUNCATE tbl_pay_log_copy"], + "preSql": ["TRUNCATE table"], "postSql": [] } } diff --git a/docs/offline/writer/hbasewriter.md b/docs/offline/writer/hbasewriter.md index 3429e34bea..a0c3db9ee1 100644 --- a/docs/offline/writer/hbasewriter.md +++ b/docs/offline/writer/hbasewriter.md @@ -5,128 +5,119 @@ 名称：**hbasewriter**
## 二、支持的数据源版本 -**HBase 1.3及以上**
+**HBase 1.2及以上**
## 三、参数说明 - **tablename** - 描述：hbase表名 - 必选：是 + - 字段类型：String - 默认值：无 - - - -- **hbaseConfig** - - 描述：hbase的连接配置，以json的形式组织 (见hbase-site.xml)，key可以为以下七种： - -Kerberos；
hbase.security.authentication；
hbase.security.authorization；
hbase.master.kerberos.principal；
hbase.master.keytab.file；
hbase.regionserver.keytab.file；
hbase.regionserver.kerberos.principal - +
+ + - kerberos配置 + 在hbaseConfig中加入以下三条中的任一条即表明开启Kerberos配置： + ``` + "hbase.security.authentication" ："Kerberos", + "hbase.security.authorization" : "Kerberos", + "hbase.security.auth.enable" : true + ``` + 在开启kerberos后，需要根据自己的集群指定以下两个principal的value值 + ``` + "hbase.regionserver.kerberos.principal":"hbase/_HOST@DTSTACK.COM", + "hbase.master.kerberos.principal":"hbase/_HOST@DTSTACK.COM" + ``` + 还需要指定Kerberos相关文件的位置 + ``` + "principalFile": "path of keytab", + "java.security.krb5.conf": "path of krb5.conf" + ``` - 必选：是 + - 字段类型：Map - 默认值：无 - +
- **nullMode** - 描述：读取的null值时，如何处理。支持两种方式： - skip：表示不向hbase写这列； - empty：写入HConstants.EMPTY_BYTE_ARRAY，即new byte [0] - 必选：否 + - 字段类型：String - 默认值：skip - - + +
- **encoding** - 描述：字符编码 - 必选：无 + - 字段类型：String - 默认值：UTF-8 - -
+ +
- **walFlag** - - 描述：在HBae client向集群中的RegionServer提交数据时（Put/Delete操作），首先会先写WAL（Write Ahead Log）日志（即HLog，一个RegionServer上的所有Region共享一个HLog），只有当WAL日志写成功后，再接着写MemStore，然后客户端被通知提交数据成功；如果写WAL日志失败，客户端则被通知提交失败。关闭（false）放弃写WAL日志，从而提高数据写入的性能 + - 描述：在HBase client向集群中的RegionServer提交数据时（Put/Delete操作），首先会先写WAL（Write Ahead Log）日志（即HLog，一个RegionServer上的所有Region共享一个HLog），只有当WAL日志写成功后，再接着写MemStore，然后客户端被通知提交数据成功；如果写WAL日志失败，客户端则被通知提交失败。关闭（false）放弃写WAL日志，从而提高数据写入的性能 - 必选：否 + - 字段类型：Boolean - 默认值：false - - + +
- **writeBufferSize** - 描述：设置HBae client的写buffer大小，单位字节。配合autoflush使用。autoflush，开启（true）表示Hbase client在写的时候有一条put就执行一次更新；关闭（false），表示Hbase client在写的时候只有当put填满客户端写缓存时，才实际向HBase服务端发起写请求 - 必选：否 + - 字段类型：long - 默认值：8388608（8M） - - - -- **scanCacheSize** - - 描述：一次RPC请求批量读取的Results数量 - - 必选：无 - - 默认值：256 - - - -- **scanBatchSize** - - 描述：每一个result中的列的数量 - - 必选：无 - - 默认值：100 - - + +
- **column** - - 描述：要读取的hbase字段，normal 模式与multiVersionFixedColumn 模式下必填项。 - - name：指定读取的hbase列，除了rowkey外，必须为 列族:列名 的格式； - - type：指定源数据的类型，format指定日期类型的格式，value指定当前类型为常量，不从hbase读取数据，而是根据value值自动生成对应的列。 + - 描述：要写入的hbase字段。 + - name：指定写入的hbase列，必须为 列族:列名 的格式； + - type：指定源数据的类型，format指定日期类型的格式 - 必选：是 + - 字段类型：List - 默认值：无 - - + +
- **rowkeyColumn** - - 描述：用于构造rowkey的描述信息，支持两种格式，每列形式如下 - - 字符串格式 -
字符串格式为：$(cf:col)，可以多个字段组合：$(cf:col1)_$(cf:col2)， -
可以使用md5函数：md5($(cf:col)) - - 数组格式 - - 普通列 -``` -{ - "index": 0, // 该列在column属性中的序号，从0开始 - "type": "string" 列的类型，默认为string -} -``` - - - 常数列 -``` -{ - "value": "ffff", // 常数值 - "type": "string" // 常数列的类型，默认为string -} -``` - - - 必选：否 -
如果不指定idColumns属性，则会随机产生文档id + - 描述：用于构造rowkey的描述信息，每列形式如下 + 字符串格式为：$(cf:col)，可以多个字段组合：$(cf:col1)_$(cf:col2)， + 可以使用md5函数：md5($(cf:col)) + - 必选: 是 + - 字段类型：String - 默认值：无 - - + +
- **versionColumn** - - 描述：指定写入hbase的时间戳。支持：当前时间、指定时间列，指定时间，三者选一。若不配置表示用当前时间。index：指定对应reader端column的索引，从0开始，需保证能转换为long,若是Date类型，会尝试用yyyy-MM-dd HH:mm:ss和yyyy-MM-dd HH:mm:ss SSS去解析；若不指定index；value：指定时间的值,类型为字符串。配置格式如下： -``` -"versionColumn":{ -"index":1 -} -``` - - -
或者 -``` -"versionColumn":{ -"value":"123456789" -} -``` + - 描述：指定写入hbase的时间戳。支持：当前时间、指定时间列，指定时间，三者选一。若不配置表示用当前时间。index：指定对应reader端column的索引，从0开始，需保证能转换为long,若是Date类型，会尝试用yyyy-MM-dd HH:mm:ss和yyyy-MM-dd HH:mm:ss SSS去解析；若不指定index；value：指定时间的值,类型为字符串。注意，在hbase中查询默认会显示时间戳最大的数据，因此简单查询可能会出现看不到更新的情况，需要加过滤条件筛选。 + 配置格式如下： + ``` + "versionColumn":{ + "index":1 + } + ``` + 或者 + ``` + "versionColumn":{ + "value":"123456789" + } + ``` + - 必选: 否 + - 字段类型：Map + - 默认值：当前时间
## 三、配置示例 -```json + +未开启Kerberos的情况 +``` { "job" : { "content" : [ { @@ -204,6 +195,88 @@ Kerberos；
hbase.security.authentication；
hbase.security.authorizat } } ``` - -
- +开启了Kerberos的情况 +``` +{ + "job" : { + "content" : [ { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "name": "hbasewriter", + "parameter": { + "hbaseConfig": { + "hbase.zookeeper.property.clientPort": "2181", + "hbase.rootdir": "hdfs://ns1/hbase", + "hbase.cluster.distributed": "true", + "hbase.zookeeper.quorum": "node01,node02,node03", + "zookeeper.znode.parent": "/hbase", + "hbase.security.auth.enable": true, + "hbase.regionserver.kerberos.principal":"hbase/host@DTSTACK.COM", + "hbase.master.kerberos.principal":"hbase/host@DTSTACK.COM", + "principalFile": "path of keytab", + "useLocalFile": "true", + "java.security.krb5.conf": "path of krb5.conf" + }, + "table": "tb1", + "rowkeyColumn": "col1#col2", + "column": [ + { + "name": "cf1:id", + "type": "int" + }, + { + "name": "cf1:user_id", + "type": "int" + }, + { + "name": "cf1:name", + "type": "string" + } + ] + } + } + } ], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": false, + "isStream" : false, + "restoreColumnName": "", + "restoreColumnIndex": 0 + }, + "log" : { + "isLogger": false, + "level" : "debug", + "path" : "", + "pattern":"" + } + } + } +} +``` diff --git a/docs/offline/writer/hdfswriter.md b/docs/offline/writer/hdfswriter.md index 97390a0a3d..6a8350785f 100644 --- a/docs/offline/writer/hdfswriter.md +++ b/docs/offline/writer/hdfswriter.md @@ -1,10 +1,9 @@ # HDFS Writer - ## 一、插件名称 -名称：**hdfswriter**
+名称：**hdfswriter** + - ## 二、数据源版本 | 协议 | 是否支持 | | --- | --- | @@ -13,100 +12,104 @@ - ## 三、数据源配置 -单机模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/SingleCluster.html)
集群模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/ClusterSetup.html)
+单机模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/SingleCluster.html) +集群模式：[地址](http://hadoop.apache.org/docs/r2.7.6/hadoop-project-dist/hadoop-common/ClusterSetup.html) + - ## 四、参数说明 - **defaultFS** - 描述：Hadoop hdfs文件系统namenode节点地址。格式：hdfs://ip:端口；例如：hdfs://127.0.0.1:9 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **hadoopConfig** - 描述：集群HA模式时需要填写的namespace配置及其它配置 - 必选：否 + - 字段类型：map - 默认值：无 +
+- **fileType** + - 描述：文件的类型，目前只支持用户配置为`text`、`orc`、`parquet` + - text：textfile文件格式 + - orc：orcfile文件格式 + - parquet：parquet文件格式 + - 必选：是 + - 字段类型：string + - 默认值：无 + + +
- **path** - 描述：数据文件的路径 - 必选：是 + - 字段类型：string - 默认值：无 +
+ +- **fileName** + - 描述：写入的目录名称 + - 注意：不为空，写入的路径为 path+fileName + - 必须：否 + - 字段类型：string + - 默认值：无 +
- **filterRegex** - 描述：文件过滤正则表达式 - 必选：否 + - 字段类型：string - 默认值：无 - - -- **fileType** - - 描述：文件的类型，目前只支持用户配置为`text`、`orc`、`parquet` - - text：textfile文件格式 - - orc：orcfile文件格式 - - parquet：parquet文件格式 - - 必选：否 - - 默认值：text - - +
- **fieldDelimiter** - 描述：`fileType`为`text`时字段的分隔符 - 必选：否 + - 字段类型：string - 默认值：`\001` - +
- **encoding** - 描述：`fileType`为`text`时可配置编码格式 - 必选：否 + - 字段类型：string - 默认值：UTF-8 - +
- **maxFileSize** - 描述：写入hdfs单个文件最大大小，单位字节 - 必须：否 + - 字段类型：long - 默认值：1073741824‬（1G） - +
- **compress** - - 描述：hdfs文件压缩类型，默认不填写意味着没有压缩 + - 描述：hdfs文件压缩类型 - text：支持`GZIP`、`BZIP2`格式 - - orc：支持`SNAPPY`、`GZIP`、`BZIP`、`LZ4`格式 - - parquet：支持`SNAPPY`、`GZIP`、`LZO` + - orc：支持`SNAPPY`、`ZLIB`、`LZO`格式 + - parquet：支持`SNAPPY`、`GZIP`、`LZO`格式 - 注意：`SNAPPY`格式需要用户安装**SnappyCodec** - 必选：否 - - 默认值：无 - - - -- **compress** - - 描述：hdfs文件压缩类型，默认不填写意味着没有压缩 - - text：支持`GZIP`、`BZIP2`格式 - - orc：支持`SNAPPY`、`GZIP`、`BZIP`、`LZ4`格式 - - parquet：支持`SNAPPY`、`GZIP`、`LZO` - - 注意：`SNAPPY`格式需要用户安装**SnappyCodec** - - 必选：否 - - 默认值：无 - - - -- **fileName** - - 描述：写入的目录名称 - - 必须：否 - - 默认值：无 - + - 字段类型：string + - 默认值： + - text 默认 不进行压缩 + - orc 默认为ZLIB格式 + - parquet 默认为SNAPPY格式 +
- **writeMode** - 描述：hdfswriter写入前数据清理处理模式： @@ -114,9 +117,10 @@ - overwrite：覆盖 - 注意：overwrite模式时会删除hdfs当前目录下的所有文件 - 必选：否 + - 字段类型：string - 默认值：append - +
- **column** - 描述：需要读取的字段。 @@ -128,261 +132,232 @@ }] ``` - - 属性说明: - - name：字段名称 - - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 - - 必选：是 - - 默认值：无 +- 属性说明: + - name：字段名称 + - type：字段类型，可以和源字段类型不一样，程序会做一次类型转换 +- 必选：是 +- 默认值：无 + +
+ +- **fullColumnName** + - 描述：写入的字段名称 + - 必须：否 + - 字段类型：list + - 默认值：column的name集合 +
+- **fullColumnType** + - 描述：写入的字段类型 + - 必须：否 + - 字段类型：list + - 默认值：column的type集合 + +
+ +- **rowGroupSIze** + - 描述：parquet类型文件参数，指定row group的大小，单位字节 + - 必须：否 + - 字段类型：int + - 默认值：134217728（128M） + +
+ +- **enableDictionary** + - 描述：parquet类型文件参数，是否启动字典编码 + - 必须：否 + - 字段类型：boolean + - 默认值：true - ## 五、使用示例 - #### 1、写入text文件 ```json { - "job": { - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - }, - { - "name": "col3", - "type": "int" - }, - { - "name": "col4", - "type": "int" - } - ], - "sliceRecordCount": [ - "100" - ] - }, - "name": "streamreader" - }, - "writer": { - "parameter": { - "path": "hdfs://ns1/flinkx/text", - "defaultFS": "hdfs://ns1", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", - "dfs.nameservices": "ns1" - }, - "column": [ - { - "name": "col1", - "index": 0, - "type": "string" - }, - { - "name": "col2", - "index": 1, - "type": "string" - }, - { - "name": "col3", - "index": 2, - "type": "int" - }, - { - "name": "col4", - "index": 3, - "type": "int" - } - ], - "fieldDelimiter": ",", - "fileType": "text", - "writeMode": "append" - }, - "name": "hdfswriter" - } - } - ], - "setting": { - "speed": { - "bytes": 0, - "channel": 1 - } + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "parameter": { + "path": "hdfs://ns1/user/hive/warehouse/dev.db/test_text", + "fileName": "pt=20201214", + "column": [ + { + "name": "id", + "index": 0, + "type": "bigint" + }, + { + "name": "name", + "index": 1, + "type": "string" + } + ], + "writeMode": "overwrite", + "fieldDelimiter": "\u0001", + "encoding": "utf-8", + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2" : "host1:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "host2:9000", + "dfs.nameservices" : "ns1" + }, + "fileType": "text" + }, + "name": "hdfswriter" } + } + ], + "setting": { + "restore": { + "isRestore": false + } } + } } ``` - #### 2、写入orc文件 ```json { - "job": { - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - }, - { - "name": "col3", - "type": "int" - }, - { - "name": "col4", - "type": "int" - } - ], - "sliceRecordCount": [ - "100" - ] - }, - "name": "streamreader" - }, - "writer": { - "parameter": { - "path": "hdfs://ns1/flinkx/text", - "defaultFS": "hdfs://ns1", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", - "dfs.nameservices": "ns1" - }, - "column": [ - { - "name": "col1", - "index": 0, - "type": "string" - }, - { - "name": "col2", - "index": 1, - "type": "string" - }, - { - "name": "col3", - "index": 2, - "type": "int" - }, - { - "name": "col4", - "index": 3, - "type": "int" - } - ], - "fileType": "orc", - "writeMode": "append" - }, - "name": "hdfswriter" - } - } - ], - "setting": { - "speed": { - "bytes": 0, - "channel": 1 - } + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "parameter": { + "path": "hdfs://ns1/user/hive/warehouse/dev.db/test_orc", + "fileName": "pt=20201214", + "column": [ + { + "name": "id", + "index": 0, + "type": "bigint" + }, + { + "name": "name", + "index": 1, + "type": "string" + } + ], + "writeMode": "overwrite", + "fieldDelimiter": "\u0001", + "encoding": "utf-8", + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2" : "host1:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "host2:9000", + "dfs.nameservices" : "ns1" + }, + "fileType": "orc" + }, + "name": "hdfswriter" } + } + ], + "setting": { + "restore": { + "isRestore": false + } } + } } ``` - #### 3、写入parquet文件 ```json { - "job": { - "content": [ - { - "reader": { - "parameter": { - "column": [ - { - "name": "col1", - "type": "string" - }, - { - "name": "col2", - "type": "string" - }, - { - "name": "col3", - "type": "int" - }, - { - "name": "col4", - "type": "int" - } - ], - "sliceRecordCount": [ - "100" - ] - }, - "name": "streamreader" - }, - "writer": { - "parameter": { - "path": "hdfs://ns1/flinkx/text", - "defaultFS": "hdfs://ns1", - "hadoopConfig": { - "dfs.ha.namenodes.ns1": "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2": "flinkx02:9000", - "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1": "flinkx01:9000", - "dfs.nameservices": "ns1" - }, - "column": [ - { - "name": "col1", - "index": 0, - "type": "string" - }, - { - "name": "col2", - "index": 1, - "type": "string" - }, - { - "name": "col3", - "index": 2, - "type": "int" - }, - { - "name": "col4", - "index": 3, - "type": "int" - } - ], - "fileType": "parquet", - "writeMode": "append" - }, - "name": "hdfswriter" - } - } - ], - "setting": { - "speed": { - "bytes": 0, - "channel": 1 - } + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "parameter": { + "path": "hdfs://ns1/user/hive/warehouse/dev.db/test_parquet", + "fileName": "pt=20201214", + "column": [ + { + "name": "id", + "index": 0, + "type": "bigint" + }, + { + "name": "name", + "index": 1, + "type": "string" + } + ], + "writeMode": "overwrite", + "fieldDelimiter": "\u0001", + "encoding": "utf-8", + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.ha.namenodes.ns1" : "nn1,nn2", + "dfs.namenode.rpc-address.ns1.nn2" : "host1:9000", + "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn1" : "host2:9000", + "dfs.nameservices" : "ns1" + }, + "fileType": "parquet" + }, + "name": "hdfswriter" } + } + ], + "setting": { + "restore": { + "isRestore": false + } } + } } ``` diff --git a/docs/offline/writer/hivewriter.md b/docs/offline/writer/hivewriter.md index 49c9842da8..58b476d8ca 100644 --- a/docs/offline/writer/hivewriter.md +++ b/docs/offline/writer/hivewriter.md @@ -1,34 +1,37 @@ # Hive Writer - ## 一、插件名称 -名称：**hivewriter**
- +名称：**hivewriter** + ## 二、支持的数据源版本 -**Hive 2.X**
- -## 三、参数说明
+**Hive 2.X** + +## 三、参数说明 + - **jdbcUrl** - 描述：连接Hive JDBC的字符串 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **username** - 描述：Hive认证用户名 - 必选：否 + - 字段类型：string - 默认值：无 - +
- **password** - 描述：Hive认证密码 - 必选：否 + - 字段类型：string - 默认值：无 - +
- **fileType** - 描述：文件的类型，目前只支持用户配置为`text`、`orc`、`parquet` @@ -36,17 +39,19 @@ - orc：orcfile文件格式 - parquet：parquet文件格式 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **fieldDelimiter** - 描述：hivewriter中`fileType`为`text`时字段的分隔符， - 注意：用户需要保证与创建的Hive表的字段分隔符一致，否则无法在Hive表中查到数据 - - 必选：是 + - 必选：否 + - 字段类型：string - 默认值：`\u0001` - +
- **writeMode** - 描述：hivewriter写入前数据清理处理模式： @@ -54,9 +59,10 @@ - overwrite：覆盖 - 注意：overwrite模式时会删除Hive当前分区下的所有文件 - 必选：否 + - 字段类型：string - 默认值：append - +
- **compress** - 描述：hdfs文件压缩类型，默认不填写意味着没有压缩 @@ -65,26 +71,37 @@ - parquet：支持`SNAPPY`、`GZIP`、`LZO` - 注意：`SNAPPY`格式需要用户安装**SnappyCodec** - 必选：否 - - 默认值：无 + - 字段类型：string + - 默认值： + - text 默认 不进行压缩 + - orc 默认为ZLIB格式 + - parquet 默认为SNAPPY格式 +
- **charsetName** - 描述：写入text文件的编码配置 - 必选：否 + - 字段类型：string - 默认值：UTF-8 - +
- **maxFileSize** - 描述：写入hdfs单个文件最大大小，单位字节 - 必须：否 + - 字段类型：string - 默认值：1073741824‬（1G） - +
- **tablesColumn** - - 描述：写入hive表的表结构信息，**若表不存在则会自动建表**。示例： + - 描述：写入hive表的表结构信息，**若表不存在则会自动建表**。 + - 必选：是 + - 字段类型：json + - 默认值：无 + - 示例： ```json { "kudu":[ @@ -104,45 +121,114 @@ } ``` - - 必选：是 - - 默认值：无 +
+- **distributeTable** + - 描述：如果数据来源于各个CDC数据，则将不同的表进行聚合，多张表的数据写入同一个hive表 + - 必选：否 + - 字段类型：json + - 默认值：无 + - 示例： +```json + "distributeTable" : "{\"fenzu1\":[\"table1\"],\"fenzu2\":[\"table2\",\"table3\"]}" +``` +table1的数据将写入hive表fenzu1里，table2和table3的数据将写入fenzu2里,如果配置distributeTable，则tablesColumn需要配置为如下格式： +```json +{ + "fenzu1":[ + { + "key":"id", + "type":"int" + }, + { + "key":"user_id", + "type":"int" + }, + { + "key":"name", + "type":"string" + } + ], + "fenzu2":[ + { + "key":"id", + "type":"int" + }, + { + "key":"user_id", + "type":"int" + }, + { + "key":"name", + "type":"string" + } + ] +} +``` +
- **partition** - 描述：分区字段名称 - - 必选：是 + - 必选：否 + - 字段类型：string - 默认值：`pt` - +
- **partitionType** - 描述：分区类型，包括 DAY、HOUR、MINUTE三种。**若分区不存在则会自动创建，自动创建的分区时间以当前任务运行的服务器时间为准** - - DAY：天分区，分区示例：pt=202000101 + - DAY：天分区，分区示例：pt=20200101 - HOUR：小时分区，分区示例：pt=2020010110 - MINUTE：分钟分区，分区示例：pt=202001011027 - - 必选：是 + - 必选：否 + - 字段类型：string - 默认值：无 - +
- **defaultFS** - - 描述：Hadoop hdfs文件系统namenode节点地址。格式：hdfs://ip:端口；例如：hdfs://127.0.0.1:9 + - 描述：Hadoop hdfs文件系统namenode节点地址。取core-site.xml文件里fs.defaultFS配置值 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **hadoopConfig** - - 描述：集群HA模式时需要填写的namespace配置及其它配置 + - 描述：集群HA模式时需要填写的namespace配置及其它hive配置 + - 必选：否 + - 字段类型：map + - 默认值：无 + +
+ +- **rowGroupSIze** + - 描述：parquet格式文件的row group的大小，单位字节 + - 必选：否 + - 字段类型：int + - 默认值：134217728（128M） + +
+ +- **analyticalRules** + - 描述： 建表的动态规则获取表名，按照${XXXX}的占位符，从待写入数据(map结构)里根据key XXX 获取值进行替换，创建对应的表，并将数据写入对应的表 + - 示例：stream_${schema}_${table} + - 必选：否 + - 字段类型：string + - 默认值：无 + +
+ +- **schema** + - 描述： 自动建表时，analyticalRules里如果指定schema占位符，schema将此schema参数值进行替换 - 必选：否 + - 字段类型：string - 默认值：无 - ## 四、配置示例 - #### 1、写入text ```json { @@ -186,13 +272,56 @@ "partitionType" : "DAY", "defaultFS" : "hdfs://ns1", "hadoopConfig" : { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2" : "kudu2:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "kudu1:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" + "javax.jdo.option.ConnectionDriverName": "com.mysql.jdbc.Driver", + "dfs.replication": "2", + "dfs.ha.fencing.ssh.private-key-files": "~/.ssh/id_rsa", + "dfs.nameservices": "ns1", + "fs.hdfs.impl.disable.cache": "true", + "dfs.safemode.threshold.pct": "0.5", + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.journalnode.rpc-address": "0.0.0.0:8485", + "dfs.journalnode.http-address": "0.0.0.0:8480", + "dfs.namenode.rpc-address.ns1.nn2": "kudu2new:9000", + "dfs.namenode.rpc-address.ns1.nn1": "kudu1new:9000", + "hive.metastore.warehouse.dir": "/user/hive/warehouse", + "hive.server2.webui.host": "172.16.10.34", + "hive.metastore.schema.verification": "false", + "hive.server2.support.dynamic.service.discovery": "true", + "javax.jdo.option.ConnectionPassword": "abc123", + "hive.metastore.uris": "thrift://kudu1new:9083", + "hive.exec.dynamic.partition.mode": "nonstrict", + "hadoop.proxyuser.admin.hosts": "*", + "hive.zookeeper.quorum": "kudu1new:2181,kudu2new:2181,kudu3new:2181", + "ha.zookeeper.quorum": "kudu1new:2181,kudu2new:2181,kudu3new:2181", + "hive.server2.thrift.min.worker.threads": "200", + "hive.server2.webui.port": "10002", + "fs.defaultFS": "hdfs://ns1", + "hadoop.proxyuser.admin.groups": "*", + "dfs.ha.fencing.methods": "sshfence", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "typeName": "yarn2-hdfs2-hadoop2", + "hadoop.proxyuser.root.groups": "*", + "javax.jdo.option.ConnectionURL": "jdbc:mysql://kudu2new:3306/ide?useSSL=false", + "dfs.qjournal.write-txns.timeout.ms": "60000", + "fs.trash.interval": "30", + "hadoop.proxyuser.root.hosts": "*", + "dfs.namenode.shared.edits.dir": "qjournal://kudu1new:8485;kudu2new:8485;kudu3new:8485/namenode-ha-data", + "javax.jdo.option.ConnectionUserName": "dtstack", + "hive.server2.thrift.port": "10000", + "fs.hdfs.impl": "org.apache.hadoop.hdfs.DistributedFileSystem", + "ha.zookeeper.session-timeout.ms": "5000", + "hadoop.tmp.dir": "/data/hadoop_root", + "dfs.journalnode.edits.dir": "/data/dtstack/hadoop/journal", + "hive.server2.zookeeper.namespace": "hiveserver2", + "hive.server2.enable.doAs": "/false", + "dfs.namenode.http-address.ns1.nn2": "kudu2new:50070", + "dfs.namenode.http-address.ns1.nn1": "kudu1new:50070", + "hive.exec.scratchdir": "/user/hive/warehouse", + "hive.server2.webui.max.threads": "100", + "datanucleus.schema.autoCreateAll": "true", + "hive.exec.dynamic.partition": "true", + "hive.server2.thrift.bind.host": "kudu1", + "dfs.ha.automatic-failover.enabled": "true" } } } @@ -217,7 +346,6 @@ } } ``` - #### 2、写入orc ```json { @@ -261,13 +389,56 @@ "partitionType" : "DAY", "defaultFS" : "hdfs://ns1", "hadoopConfig" : { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2" : "kudu2:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "kudu1:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" + "javax.jdo.option.ConnectionDriverName": "com.mysql.jdbc.Driver", + "dfs.replication": "2", + "dfs.ha.fencing.ssh.private-key-files": "~/.ssh/id_rsa", + "dfs.nameservices": "ns1", + "fs.hdfs.impl.disable.cache": "true", + "dfs.safemode.threshold.pct": "0.5", + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.journalnode.rpc-address": "0.0.0.0:8485", + "dfs.journalnode.http-address": "0.0.0.0:8480", + "dfs.namenode.rpc-address.ns1.nn2": "kudu2new:9000", + "dfs.namenode.rpc-address.ns1.nn1": "kudu1new:9000", + "hive.metastore.warehouse.dir": "/user/hive/warehouse", + "hive.server2.webui.host": "172.16.10.34", + "hive.metastore.schema.verification": "false", + "hive.server2.support.dynamic.service.discovery": "true", + "javax.jdo.option.ConnectionPassword": "abc123", + "hive.metastore.uris": "thrift://kudu1new:9083", + "hive.exec.dynamic.partition.mode": "nonstrict", + "hadoop.proxyuser.admin.hosts": "*", + "hive.zookeeper.quorum": "kudu1new:2181,kudu2new:2181,kudu3new:2181", + "ha.zookeeper.quorum": "kudu1new:2181,kudu2new:2181,kudu3new:2181", + "hive.server2.thrift.min.worker.threads": "200", + "hive.server2.webui.port": "10002", + "fs.defaultFS": "hdfs://ns1", + "hadoop.proxyuser.admin.groups": "*", + "dfs.ha.fencing.methods": "sshfence", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "typeName": "yarn2-hdfs2-hadoop2", + "hadoop.proxyuser.root.groups": "*", + "javax.jdo.option.ConnectionURL": "jdbc:mysql://kudu2new:3306/ide?useSSL=false", + "dfs.qjournal.write-txns.timeout.ms": "60000", + "fs.trash.interval": "30", + "hadoop.proxyuser.root.hosts": "*", + "dfs.namenode.shared.edits.dir": "qjournal://kudu1new:8485;kudu2new:8485;kudu3new:8485/namenode-ha-data", + "javax.jdo.option.ConnectionUserName": "dtstack", + "hive.server2.thrift.port": "10000", + "fs.hdfs.impl": "org.apache.hadoop.hdfs.DistributedFileSystem", + "ha.zookeeper.session-timeout.ms": "5000", + "hadoop.tmp.dir": "/data/hadoop_root", + "dfs.journalnode.edits.dir": "/data/dtstack/hadoop/journal", + "hive.server2.zookeeper.namespace": "hiveserver2", + "hive.server2.enable.doAs": "/false", + "dfs.namenode.http-address.ns1.nn2": "kudu2new:50070", + "dfs.namenode.http-address.ns1.nn1": "kudu1new:50070", + "hive.exec.scratchdir": "/user/hive/warehouse", + "hive.server2.webui.max.threads": "100", + "datanucleus.schema.autoCreateAll": "true", + "hive.exec.dynamic.partition": "true", + "hive.server2.thrift.bind.host": "kudu1", + "dfs.ha.automatic-failover.enabled": "true" } } } @@ -292,7 +463,6 @@ } } ``` - #### 3、写入parquet ```json { @@ -336,13 +506,56 @@ "partitionType" : "DAY", "defaultFS" : "hdfs://ns1", "hadoopConfig" : { - "dfs.ha.namenodes.ns1" : "nn1,nn2", - "dfs.namenode.rpc-address.ns1.nn2" : "kudu2:9000", - "dfs.client.failover.proxy.provider.ns1" : "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", - "dfs.namenode.rpc-address.ns1.nn1" : "kudu1:9000", - "dfs.nameservices" : "ns1", - "fs.hdfs.impl.disable.cache" : "true", - "fs.hdfs.impl" : "org.apache.hadoop.hdfs.DistributedFileSystem" + "javax.jdo.option.ConnectionDriverName": "com.mysql.jdbc.Driver", + "dfs.replication": "2", + "dfs.ha.fencing.ssh.private-key-files": "~/.ssh/id_rsa", + "dfs.nameservices": "ns1", + "fs.hdfs.impl.disable.cache": "true", + "dfs.safemode.threshold.pct": "0.5", + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.journalnode.rpc-address": "0.0.0.0:8485", + "dfs.journalnode.http-address": "0.0.0.0:8480", + "dfs.namenode.rpc-address.ns1.nn2": "kudu2new:9000", + "dfs.namenode.rpc-address.ns1.nn1": "kudu1new:9000", + "hive.metastore.warehouse.dir": "/user/hive/warehouse", + "hive.server2.webui.host": "172.16.10.34", + "hive.metastore.schema.verification": "false", + "hive.server2.support.dynamic.service.discovery": "true", + "javax.jdo.option.ConnectionPassword": "abc123", + "hive.metastore.uris": "thrift://kudu1new:9083", + "hive.exec.dynamic.partition.mode": "nonstrict", + "hadoop.proxyuser.admin.hosts": "*", + "hive.zookeeper.quorum": "kudu1new:2181,kudu2new:2181,kudu3new:2181", + "ha.zookeeper.quorum": "kudu1new:2181,kudu2new:2181,kudu3new:2181", + "hive.server2.thrift.min.worker.threads": "200", + "hive.server2.webui.port": "10002", + "fs.defaultFS": "hdfs://ns1", + "hadoop.proxyuser.admin.groups": "*", + "dfs.ha.fencing.methods": "sshfence", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "typeName": "yarn2-hdfs2-hadoop2", + "hadoop.proxyuser.root.groups": "*", + "javax.jdo.option.ConnectionURL": "jdbc:mysql://kudu2new:3306/ide?useSSL=false", + "dfs.qjournal.write-txns.timeout.ms": "60000", + "fs.trash.interval": "30", + "hadoop.proxyuser.root.hosts": "*", + "dfs.namenode.shared.edits.dir": "qjournal://kudu1new:8485;kudu2new:8485;kudu3new:8485/namenode-ha-data", + "javax.jdo.option.ConnectionUserName": "dtstack", + "hive.server2.thrift.port": "10000", + "fs.hdfs.impl": "org.apache.hadoop.hdfs.DistributedFileSystem", + "ha.zookeeper.session-timeout.ms": "5000", + "hadoop.tmp.dir": "/data/hadoop_root", + "dfs.journalnode.edits.dir": "/data/dtstack/hadoop/journal", + "hive.server2.zookeeper.namespace": "hiveserver2", + "hive.server2.enable.doAs": "/false", + "dfs.namenode.http-address.ns1.nn2": "kudu2new:50070", + "dfs.namenode.http-address.ns1.nn1": "kudu1new:50070", + "hive.exec.scratchdir": "/user/hive/warehouse", + "hive.server2.webui.max.threads": "100", + "datanucleus.schema.autoCreateAll": "true", + "hive.exec.dynamic.partition": "true", + "hive.server2.thrift.bind.host": "kudu1", + "dfs.ha.automatic-failover.enabled": "true" } } } diff --git a/docs/offline/writer/kingbasewriter.md b/docs/offline/writer/kingbasewriter.md index 5844b52b90..62eac805a8 100644 --- a/docs/offline/writer/kingbasewriter.md +++ b/docs/offline/writer/kingbasewriter.md @@ -6,15 +6,48 @@ **KingBase 8.2及8.3**
## 三、参数说明 -- jdbcUrl + +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:kingbase8://localhost:54321/database", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ +- **jdbcUrl** - 描述：针对KingBase数据库的jdbc连接字符串 - 必选：是 - 字段类型：String - 默认值：无
+ + - **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
-- username +- **username** - 描述：数据源的用户名 - 必选：是 - 字段类型：String @@ -22,23 +55,15 @@
-- password +- **password** - 描述：数据源指定用户名的密码 - 必选：是 - 字段类型：String - 默认值：无
- -- schema - - 描述：写入数据库所在schema - - 必选：是 - - 字段类型：String - - 默认值：无 - -
- -- column + +- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - 默认值：否 @@ -46,32 +71,32 @@ - 默认值：无
+ + - **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
-- preSql +- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 - - 字段类型：List + - 字段类型：String - 默认值：无
-- postSql +- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 - - 字段类型：List - - 默认值：无 - -
- -- table - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - 字段类型：String - 默认值：无
-- writeMode +- **writeMode** - 描述：仅支持insert、update操作，可以搭配insertSqlMode使用 - 必选：是 - 字段类型：String @@ -79,16 +104,16 @@
-- insertSqlMode +- **insertSqlMode** - 描述：控制写入数据到目标表采用 COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'语句，提高数据的插入效率 - 注意: 目前该参数值固定传入 copy，否则抛出提示为not support insertSqlMode的RuntimeException。当指定此参数时，writeMode的值必须为 insert，否则设置无效 - 必选：否 - 字段类型：String - - 默认值：无 + - 默认值：copy
-- batchSize +- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 - 字段类型：int @@ -96,9 +121,18 @@
+- **updateKey** + - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 + - 注意： + - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； + - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} + - 默认值：无 + ## 四、配置示例 1、insert -``` +```json { "job": { "content": [{ @@ -134,19 +168,7 @@ }], "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "BIGINT" - }, - { - "name": "user_id", - "type": "BIGINT" - }, - { - "name": "name", - "type": "varchar" - }], + "column": ["id","user_id","name"], "writeMode": "insert", "batchSize": 1024, "preSql": [], @@ -167,7 +189,7 @@ } ``` 2、 insert with copy mode -``` +```json { "job": { "content": [{ @@ -203,19 +225,7 @@ }], "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "BIGINT" - }, - { - "name": "user_id", - "type": "BIGINT" - }, - { - "name": "name", - "type": "varchar" - }], + "column": ["id","user_id","name"], "writeMode": "insert", "batchSize": 1024, "preSql": [], @@ -237,7 +247,7 @@ } ``` 3、 update -``` +```json { "job": { "content": [{ @@ -265,30 +275,15 @@ "name": "kingbasewriter", "parameter": { "connection": [{ - "jdbcUrl": "jdbc:kingbase8://localhost:54321/ide", - "table": [ - "tableTest" - ], + "jdbcUrl": "jdbc:kingbase8://localhost:54321/database", + "table": ["tableTest"], "schema":"test" }], "username": "username", "password": "password", - "column": [ - { - "name": "id", - "type": "BIGINT" - }, - { - "name": "user_id", - "type": "BIGINT" - }, - { - "name": "name", - "type": "varchar" - }], + "column": ["id","user_id","name"], "writeMode": "update", "updateKey": {"key": ["id"]}, - "column": ["id","user_id","name"], "batchSize": 1024, "preSql": [], "postSql": [] diff --git a/docs/offline/writer/kuduwriter.md b/docs/offline/writer/kuduwriter.md index 8bba48abf3..74597501a3 100644 --- a/docs/offline/writer/kuduwriter.md +++ b/docs/offline/writer/kuduwriter.md @@ -1,38 +1,49 @@ # Kudu Writer - ## 一、插件名称 -名称：**kuduwriter**
- -## 二、支持的数据源版本 -**kudu 1.10及以上**
+名称：**kuduwriter** - -## 三、参数说明 +## 二、支持的数据源版本 +**kudu 1.10及以上** -- **column** - - 描述：需要生成的字段 - - 属性说明: - - name：字段名称； - - type：字段类型； - - 必选：是 - - 默认值：无 +## 三、参数说明 - **masterAddresses** - 描述： master节点地址:端口，多个以,隔开 - 必选：是 + - 参数类型：string - 默认值：无 - +
- **table** - 描述： kudu表名 - 必选：是 + - 参数类型：string - 默认值：无 +
+ +- **column** + - 描述：需要生成的字段 + - 格式 +```json +"column": [{ + "name": "col", + "type": "string" +}] +``` + +- 属性说明: + - name：字段名称 + - type：字段类型 +- 必选：是 +- 参数类型：数组 +- 默认值：无 +
- **writeMode** - 描述： kudu数据写入模式： @@ -40,153 +51,139 @@ - 2、update - 3、upsert - 必选：是 + - 参数类型：string - 默认值：无 - +
- **flushMode** - 描述： kudu session刷新模式： - - 1、auto_flush_sync - - 2、auto_flush_background - - 3、manual_flush + - 1、auto_flush_sync 同步刷新 + - 2、auto_flush_background 后台自动刷新 + - 3、manual_flush 手动刷新 - 必选：否 + - 参数类型：string - 默认值：auto_flush_sync - +
- **batchInterval** - 描述： 单次批量写入数据条数 - 必选：否 + - 参数类型：int - 默认值：1 - +
- **authentication** - - 描述： 认证方式，如:Kerberos + - 描述：认证方式，kudu开启kerberos时需要配置authentication为Kerberos - 必选：否 + - 参数类型：string - 默认值：无 - - -- **principal** - - 描述： 用户名。 - - 必选：否 - - 默认值：无 - - - -- **keytabFile** - - 描述： keytab文件路径 - - 必选：否 - - 默认值：无 - - +
- **workerCount** - - 描述： worker线程数 + - 描述：worker线程数 - 必选：否 - - 默认值：默认为cpu*2 - + - 字段类型：int + - 默认值：默认为cpu核心数*2 +
- **bossCount** - - 描述： boss线程数 + - 描述：boss线程数 - 必选：否 + - 字段类型：int - 默认值：1 - +
- **operationTimeout** - - 描述： 普通操作超时时间 + - 描述：普通操作超时时间，单位毫秒 - 必选：否 + - 字段类型：long - 默认值：30000 - +
- **adminOperationTimeout** - - 描述： 管理员操作(建表，删表)超时时间 + - 描述： 管理员操作(建表，删表)超时时间，单位毫秒 - 必选：否 - - 默认值：30000 + - 字段类型：long + - 默认值：15000 +
- -- **queryTimeout** - - 描述： 连接scan token的超时时间 - - 必选：否 - - 默认值：与operationTimeout一致 - - - -- **batchSizeBytes** - - 描述： kudu scan一次性最大读取字节数 +- **hadoopConfig** + - 描述： kudu开启kerberos，需要配置kerberos相关参数 - 必选：否 - - 默认值：1048576 + - 字段类型：map + - 默认值：无 - ## 四、配置示例 ```json { "job" : { "content" : [ { - "reader" : { - "parameter" : { - "column" : [ { - "name" : "id", - "type" : "id" - }, { - "name" : "data", - "type" : "string" - } ], - "sliceRecordCount" : [ "100"] - }, - "name" : "streamreader" + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "string" + }, { + "name": "name", + "type": "string" + }, { + "name": "age", + "type": "int" + }, { + "name": "sex", + "type": "int" + } + ], + "sliceRecordCount" : [100] + } }, "writer" : { "parameter": { "column": [ { "name": "id", - "type": "long" + "type": "string" + }, { + "name": "name", + "type": "string" + }, { + "name": "age", + "type": "int" + }, { + "name": "sex", + "type": "int" } ], - "masterAddresses": "kudu1:7051,kudu2:7051,kudu3:7051", - "table": "kudu", + "masterAddresses": "host:7051", + "table": "student", "writeMode": "insert", "flushMode": "manual_flush", "batchInterval": 10000, - "authentication": "", - "principal": "", - "keytabFile": "", "workerCount": 2, - "bossCount": 1, - "operationTimeout": 30000, - "adminOperationTimeout": 30000, - "queryTimeout": 30000, - "batchSizeBytes": 1048576 - } + "bossCount": 1 + }, + "name": "kuduwriter" } } ], - "setting" : { - "restore" : { - "maxRowNumForCheckpoint" : 0, - "isRestore" : false, - "restoreColumnName" : "", - "restoreColumnIndex" : 0 - }, - "errorLimit" : { - "record" : 100 - }, - "speed" : { - "bytes" : 0, - "channel" : 1 + "setting": { + "speed": { + "channel": 1 }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" + "restore": { + "isRestore": false, + "isStream" : false } } } diff --git a/docs/offline/writer/mongodbwriter.md b/docs/offline/writer/mongodbwriter.md index fc49b2cd74..ffc892853c 100644 --- a/docs/offline/writer/mongodbwriter.md +++ b/docs/offline/writer/mongodbwriter.md @@ -12,75 +12,95 @@ - **url** - 描述：MongoDB数据库连接的URL字符串，详细请参考[MongoDB官方文档](https://docs.mongodb.com/manual/reference/connection-string/) - 必选：否 + - 字段类型：String - 默认值：无 +
- **hostPorts** - 描述：MongoDB的地址和端口，格式为 IP1:port，可填写多个地址，以英文逗号分隔 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **username** - 描述：数据源的用户名 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **database** - 描述：数据库名称 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **collectionName** - 描述：集合名称 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：MongoDB 的文档列名，配置为数组形式表示 MongoDB 的多个列 - name：Column 的名字 - type：Column 的类型 - - splitter：特殊分隔符，当且仅当要处理的字符串要用分隔符分隔为字符数组 Array 时，才使用这个参数。通过这个参数指定的分隔符，将字符串分隔存储到 MongoDB 的数组中 + - splitter：特殊分隔符，当且仅当要处理的字符串要用分隔符分隔为字符数组 Array 时，才使用这个参数。通过这个参数指定的分隔符，将字符串分隔存储到 MongoDB 的数组中 + 当指定了这个参数，写入mongodb的数组类型只能为string + 示例 + ``` + "column": [{ + "name": "col", + "type": "Array", + "splitter":"," + }] + ``` - 必选：是 + - 字段类型：List - 默认值：无 - +
- **replaceKey** - 描述：replaceKey 指定了每行记录的业务主键，用来做覆盖时使用（不支持 replaceKey为多个键，一般是指Monogo中的主键） - 必选：否 + - 字段类型：String - 默认值：无 - +
- **writeMode** - 描述：写入模式，当 batchSize > 1 时不支持 replace 和 update 模式 - 必选：是 - 所有选项：insert/replace/update + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与MongoDB的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1 - +
diff --git a/docs/offline/writer/mysqlwriter.md b/docs/offline/writer/mysqlwriter.md index c7342458cb..39d1bd2ff0 100644 --- a/docs/offline/writer/mysqlwriter.md +++ b/docs/offline/writer/mysqlwriter.md @@ -9,70 +9,110 @@ ## 三、参数说明
+- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:mysql://0.0.0.1:3306/database?useSSL=false", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 +
+- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - - 默认值：否 + - 字段类型：List - 默认值：无 +
+- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 - 必选：是 - 所有选项：insert/replace/update + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 - +
- **updateKey** - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 @@ -80,6 +120,8 @@ - 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 @@ -116,16 +158,16 @@ "writer": { "name": "mysqlwriter", "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", - "table": ["kudu"] + "jdbcUrl": "jdbc:mysql://0.0.0.1:3306/database?useSSL=false", + "table": ["table"] } ], - "preSql": ["truncate table kudu;"], - "postSql": ["update kudu set user_id = 1;"], + "preSql": ["truncate table table;"], + "postSql": ["update table set user_id = 1;"], "writeMode": "insert", "column": ["id","user_id","name"], "batchSize": 1024 @@ -187,12 +229,12 @@ "writer": { "name": "mysqlwriter", "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", - "table": ["kudu"] + "jdbcUrl": "jdbc:mysql://0.0.0.1:3306/database?useSSL=false", + "table": ["table"] } ], "preSql": [], @@ -259,12 +301,12 @@ "writer": { "name": "mysqlwriter", "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", - "table": ["kudu"] + "jdbcUrl": "jdbc:mysql://0.0.0.1:3306/database?useSSL=false", + "table": ["table"] } ], "preSql": [], diff --git a/docs/offline/writer/odpswriter.md b/docs/offline/writer/odpswriter.md index 64e14e4c4e..76f5c80ca4 100644 --- a/docs/offline/writer/odpswriter.md +++ b/docs/offline/writer/odpswriter.md @@ -1,63 +1,104 @@ # ODPS Writer - ## 一、插件名称 -名称：**odpswriter**
- -## 二、参数说明 - -- **odpsConfig** - - 描述：ODPS系统配置参数，包含以下参数 - - accessId：ODPS系统登录ID - - accessKey：ODPS系统登录Key - - project：读取数据表所在的 ODPS 项目名称（大小写不敏感） - - packageAuthorizedProject：ODPS认证项目，不填默认为project值 - - accountType：ODPS账户类型，默认为aliyun - - odpsServer：ODPS服务URL，默认为[http://service.odps.aliyun.com/api](http://service.odps.aliyun.com/api) - - 必选：是 - - 默认值：无 +名称：**odpswriter** +## 二、参数说明 - **table** - 描述：读取数据表的表名称（大小写不敏感） - 必选：是 + - 字段类型：string - 默认值：无 - -
+
- **partition** - 描述：需要写入数据表的分区信息，必须指定到最后一级分区。把数据写入一个三级分区表，必须配置到最后一级分区，例如pt=20150101/type＝1/biz=2。 - - 必选：**如果是分区表，该选项必填，如果非分区表，该选项不可填写。** - - 默认值：空 - + - 注意：**如果是分区表，该选项必填，如果非分区表，该选项不可填写** + - 必选：否 + - 字段类型：string + - 默认值：无 -
+
- **column** - - 描述：需要导入的字段列表，当导入全部字段时，可以配置为"column": ["*"], 当需要插入部分odps列填写部分列，例如"column": ["id", "name"]。ODPSWriter支持列筛选、列换序，例如表有a,b,c三个字段，用户只同步c,b两个字段。可以配置成["c","b"], 在导入过程中，字段a自动补空，设置为null。 - - 必选：否 - - 默认值：无 + - 描述：需要读取的字段 + - 格式： +```json +"column": [{ + "name": "col", + "type": "datetime" +}] +``` +- 属性说明: + - name：字段名称 必填 + - type：字段类型，可以和数据库里的字段类型不一样，程序会做一次类型转换 必填 +- 必选：是 +- 字段类型：数组 +- 默认值：无 -
+
- **writeMode** - 描述：写入模式，支持append和overwrite - 必填：否 + - 字段类型：string - 默认值：append - +
- **bufferSize** - - 描述：写入缓存大小，单位兆，odps写入数据时会先缓存，达到一定值后才会写入数据，如果写入数据时出现内存溢出，可以降低此参数的值。 + - 描述：写入缓存大小，单位M，odps写入数据时会先缓存，达到一定值后才会写入数据，如果写入数据时出现内存溢出，可以降低此参数的值。 - 必填：否 - - 默认值：64 + - 字段类型：long + - 默认值：64M + +
+ +- **odpsConfig** + - 描述：ODPS的配置信息 + - 必选：是 + - 字段类型 map + - 默认值：无 + - 可选配置： + - **odpsServer** + - 描述：odps服务地址 + - 必选：否 + - 字段类型 string + - 默认值：[http://service.odps.aliyun.com/api](http://service.odps.aliyun.com/api) + - **accessId** + - 描述：ODPS系统登录ID + - 必选：是 + - 字段类型 string + - 默认值：无 + - **accessKey** + - 描述：ODPS系统登录Key + - 必选：是 + - 字段类型 string + - 默认值：无 + - **project** + - 描述：读取数据表所在的 ODPS 项目名称（大小写不敏感） + - 必选：是 + - 字段类型 string + - 默认值：无 + - **packageAuthorizedProject** + - 描述：ODPS认证项目 + - 注意：当 **packageAuthorizedProject **不为空时，当前project取packageAuthorizedProject对应值 而不是 project 对应的值 + - 必选：否 + - 字段类型 string + - 默认值：无 + - **accountType** + - 描述：odps账户类型 + - 注意：目前只支持 aliyun 类型 + - 必选：否 + - 字段类型 string + - 默认值：aliyun - ## 三、配置示例 ```json { @@ -94,23 +135,10 @@ } ], "setting" : { "restore" : { - "maxRowNumForCheckpoint" : 0, - "isRestore" : false, - "restoreColumnName" : "", - "restoreColumnIndex" : 0 - }, - "errorLimit" : { - "record" : 100 + "isRestore" : false }, "speed" : { - "bytes" : 0, "channel" : 1 - }, - "log" : { - "isLogger": false, - "level" : "debug", - "path" : "", - "pattern":"" } } } diff --git a/docs/offline/writer/oraclewriter.md b/docs/offline/writer/oraclewriter.md index 3161b3dd3d..1c21510781 100644 --- a/docs/offline/writer/oraclewriter.md +++ b/docs/offline/writer/oraclewriter.md @@ -9,70 +9,110 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:oracle:thin:0.0.0.1:1521:oracle", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - - 默认值：否 + - 字段类型：List - 默认值：无 +
+- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 - 必选：是 - 所有选项：insert/update + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 - +
- **updateKey** - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 @@ -80,6 +120,8 @@ - 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 ** @@ -115,16 +157,16 @@ "writer": { "name": "oraclewriter", "parameter": { - "username": "tudou", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": "jdbc:oracle:thin:@kudu5:1521:helowin", - "table": ["TUDOU.KUDU"] + "jdbcUrl": "jdbc:oracle:thin:0.0.0.1:1521:oracle", + "table": ["TABLE"] } ], - "preSql": ["delete from TUDOU.KUDU"], - "postSql": ["update TUDOU.KUDU set USER_ID = 1"], + "preSql": ["delete from TABLE"], + "postSql": ["update TABLE set USER_ID = 1"], "writeMode": "insert", "column": ["ID","USER_ID","NAME"], "batchSize": 1024 @@ -186,12 +228,12 @@ "writer": { "name": "oraclewriter", "parameter": { - "username": "tudou", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": "jdbc:oracle:thin:@kudu5:1521:helowin", - "table": ["TUDOU.KUDU"] + "jdbcUrl": "jdbc:oracle:thin:0.0.0.1:1521:oracle", + "table": ["TABLE"] } ], "preSql": [], diff --git a/docs/offline/writer/phoenixwriter.md b/docs/offline/writer/phoenixwriter.md index 88100c2ac3..e65be49e7d 100644 --- a/docs/offline/writer/phoenixwriter.md +++ b/docs/offline/writer/phoenixwriter.md @@ -9,80 +9,121 @@ phoenix4.12.0-HBase-1.3及以上
## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:phoenix:node01,node02,node03:2181", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - 默认值：否 + - 字段类型：List - 默认值：无 +
+ +- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者 `merge into` 语句 - 必选：是 - 所有选项：insert/update + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 - +
- **updateKey** - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 - 注意： - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 - - ## 四、配置示例 @@ -126,18 +167,15 @@ phoenix4.12.0-HBase-1.3及以上
"column": [ { "name": "id", - "type": "BIGINT", - "key": "id" + "type": "BIGINT" }, { "name": "user_id", - "type": "BIGINT", - "key": "user_id" + "type": "BIGINT" }, { "name": "name", - "type": "varchar", - "key": "name" + "type": "varchar" }], "writeMode": "insert", "batchSize": 1024, @@ -206,25 +244,21 @@ phoenix4.12.0-HBase-1.3及以上
"column": [ { "name": "id", - "type": "BIGINT", - "key": "id" + "type": "BIGINT" }, { "name": "user_id", - "type": "BIGINT", - "key": "user_id" + "type": "BIGINT" }, { "name": "name", - "type": "varchar", - "key": "name" + "type": "varchar" }], "writeMode": "update", "updateKey": {"key": ["id"]}, "batchSize": 1024, "preSql": [], - "postSql": [], - "updateKey": {} + "postSql": [] } } }], diff --git a/docs/offline/writer/polardbwriter.md b/docs/offline/writer/polardbwriter.md index 4028d820fc..26e4b0ca01 100644 --- a/docs/offline/writer/polardbwriter.md +++ b/docs/offline/writer/polardbwriter.md @@ -9,70 +9,110 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:polardb://0.0.0.1:3306/database", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String - 默认值：无 +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。 - 必选：是 - - 默认值：否 + - 字段类型：List - 默认值：无 +
+- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 - 必选：是 - 所有选项：insert/replace/update + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 - +
- **updateKey** - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 @@ -80,10 +120,10 @@ - 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 - - ## 四、配置示例 @@ -116,16 +156,16 @@ "writer": { "name": "polarwriter", "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", - "table": ["kudu"] + "jdbcUrl": "jdbc:polardb://0.0.0.1:3306/database", + "table": ["table"] } ], - "preSql": ["truncate table kudu;"], - "postSql": ["update kudu set user_id = 1;"], + "preSql": ["truncate table table;"], + "postSql": ["update table set user_id = 1;"], "writeMode": "insert", "column": ["id","user_id","name"], "batchSize": 1024 @@ -187,12 +227,12 @@ "writer": { "name": "polardbwriter", "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", - "table": ["kudu"] + "jdbcUrl": "jdbc:polardb://0.0.0.1:3306/database", + "table": ["table"] } ], "preSql": [], @@ -259,12 +299,12 @@ "writer": { "name": "polardbwriter", "parameter": { - "username": "dtstack", - "password": "abc123", + "username": "username", + "password": "password", "connection": [ { - "jdbcUrl": "jdbc:mysql://kudu3:3306/tudou?useSSL=false", - "table": ["kudu"] + "jdbcUrl": "jdbc:polardb://0.0.0.1:3306/database", + "table": ["table"] } ], "preSql": [], diff --git a/docs/offline/writer/postgresqlwriter.md b/docs/offline/writer/postgresqlwriter.md index 4df7a7c9c5..69a008b25c 100644 --- a/docs/offline/writer/postgresqlwriter.md +++ b/docs/offline/writer/postgresqlwriter.md @@ -9,62 +9,101 @@ ## 三、参数说明
+- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:postgresql://0.0.0.1:5432/postgres", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String - 默认值：无 +
+- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - - 默认值：否 + - 字段类型：List - 默认值：无 +
+ +- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：仅支持`insert`操作，可以搭配insertSqlMode使用 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **insertSqlMode** - 描述：控制写入数据到目标表采用  `COPY table_name [ ( column_name [, ...] ) ] FROM STDIN DELIMITER 'delimiter_character'`语句，提高数据的插入效率 @@ -73,14 +112,17 @@ - 目前该参数值固定传入 `copy`，否则抛出提示为`not support insertSqlMode`的`RuntimeException` - 当指定此参数时，writeMode的值必须为 `insert`，否则设置无效 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 + ** diff --git a/docs/offline/writer/rediswriter.md b/docs/offline/writer/rediswriter.md index 416981a19a..79b2a65ece 100644 --- a/docs/offline/writer/rediswriter.md +++ b/docs/offline/writer/rediswriter.md @@ -13,35 +13,40 @@ - 描述：Redis的IP地址和端口 - 必选：是 - 默认值：localhost:6379 - + - 字段类型：String +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 - 默认值：无 - + - 字段类型：String +
- **database** - 描述：要写入Redis数据库 - 必选：否 - 默认值：0 - + - 字段类型：Integer +
- **keyFieldDelimiter** - 描述：写入 Redis 的 key 分隔符。比如: key=key1\u0001id，如果 key 有多个需要拼接时，该值为必填项，如果 key 只有一个则可以忽略该配置项。 - 必选：否 - 默认值：\u0001 - + - 字段类型：String +
- **dateFormat** - 描述：写入 Redis 时，Date 的时间格式：”yyyy-MM-dd HH:mm:ss” - 必选：否 - 默认值：将日期以long类型写入 - + - 字段类型：String +
- **expireTime** @@ -49,7 +54,8 @@ - 注意：如果过期时间的秒数大于 60_60_24*30（即 30 天），则服务端认为是 Unix 时间，该时间指定了到未来某个时刻数据失效。否则为相对当前时间的秒数，该时间指定了从现在开始多长时间后数据失效。 - 必选：否 - 默认值：0（0 表示永久有效） - + - 字段类型：Long +
- **timeout** @@ -57,7 +63,8 @@ - 单位：毫秒 - 必选：否 - 默认值：30000 - + - 字段类型：Long +
- **type和mode** @@ -71,17 +78,18 @@ | set | 字符串集合 | sadd | 向 set 集合中存储这个数据，如果已经存在则覆盖 | | | zset | 有序字符串集合 | zadd | 向 zset 有序集合中存储这个数据，如果已经存在则覆盖 | 当 value 类型是 zset 时，数据源的每一行记录需要遵循相应的规范，即每一行记录除 key 以外，只能有一对 score 和 value，并且 score 必须在 value 前面，rediswriter 方能解析出哪一个 column 是 score，哪一个 column 是 value。 | | hash | 哈希 | hset | 向 hash 有序集合中存储这个数据，如果已经存在则覆盖 | 当 value 类型是 hash 时，数据源的每一行记录需要遵循相应的规范，即每一行记录除 key 以外，只能有一对 attribute 和 value，并且 attribute 必须在 value 前面，Rediswriter 方能解析出哪一个 column 是 attribute，哪一个 column 是 value。 | - - 必选：是 - 默认值：无 - + - 字段类型：String +
- **valueFieldDelimiter** - 描述：该配置项是考虑了当源数据每行超过两列的情况（如果您的源数据只有两列即 key 和 value 时，那么可以忽略该配置项，不用填写），value 类型是 string 时，value 之间的分隔符，比如 value1\u0001value2\u0001value3。 - 必选：否 - 默认值：\u0001 - + - 字段类型：String +
- **keyIndexes** @@ -89,10 +97,10 @@ - 注意：配置 keyIndexes 后，Redis Writer 会将其余的列作为 value，如果您只想同步源表的某几列作为 key，某几列作为 value，不需要同步所有字段，那么在 Reader 插件端就指定好 column 作好列筛选即可。例如：Redis中的数据为 "test,redis,First,Second"，keyIndexes = [0,1] ，因此得到的key为 "test\\u0001redis"， value为 "First\\u0001Second" - 必选：是 - 默认值：无 + - 字段类型：List +
-
- ## 四、 使用示例 ```json diff --git a/docs/offline/writer/saphanawriter.md b/docs/offline/writer/saphanawriter.md index 487c69e0b7..86daa8c031 100644 --- a/docs/offline/writer/saphanawriter.md +++ b/docs/offline/writer/saphanawriter.md @@ -9,70 +9,110 @@ SAP HANA 2.0及以上
## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:sap://0.0.0.1:39017", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：针对关系型数据库的jdbc连接字符串 - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String - 默认值：无 +
+- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - - 默认值：否 + - 字段类型：List - 默认值：无 +
+ +- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 +
- **preSql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 - - -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句 - 必选：是 - 所有选项：insert/update + - 字段类型：String - 默认值：insert - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 - +
- **updateKey** - 描述：当写入模式为update和replace时，需要指定此参数的值为唯一索引字段 @@ -80,10 +120,10 @@ SAP HANA 2.0及以上
- 如果此参数为空，并且写入模式为update和replace时，应用会自动获取数据库中的唯一索引； - 如果数据表没有唯一索引，但是写入模式配置为update和replace，应用会以insert的方式写入数据； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 - - ## 四、配置示例 ```json @@ -109,9 +149,9 @@ SAP HANA 2.0及以上
"parameter": { "connection": [ { - "jdbcUrl": "jdbc:sap://kudu3:39017", + "jdbcUrl": "jdbc:sap://0.0.0.1:39017", "table": [ - "SYS.P_ROLES_" + "TABLE" ] } ], diff --git a/docs/offline/writer/sqlserverwriter.md b/docs/offline/writer/sqlserverwriter.md index 4c3317ab49..95181476be 100644 --- a/docs/offline/writer/sqlserverwriter.md +++ b/docs/offline/writer/sqlserverwriter.md @@ -9,38 +9,82 @@ ## 三、参数说明 +- **connection** + - 描述：数据库连接参数，包含jdbcUrl、schema、table等参数 + - 必选：是 + - 字段类型：List + - 示例：指定jdbcUrl、schema、table + ```json + "connection": [{ + "jdbcUrl": "jdbc:jtds:sqlserver://0.0.0.1:1433;DatabaseName=DTstack", + "table": ["table"], + "schema":"public" + }] + ``` + - 默认值：无 + +
+ - **jdbcUrl** - 描述：使用开源的jtds驱动连接 而非Microsoft的官方驱动
jdbcUrl参考文档：[jtds驱动官方文档](http://jtds.sourceforge.net/faq.html) - 必选：是 + - 字段类型：String - 默认值：无 +
+- **schema** + - 描述：数据库schema名 + - 必选：否 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 + - 必选：是 + - 字段类型：List + - 默认值：无 + +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **column** - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"] - 必选：是 - - 默认值：否 + - 字段类型：List - 默认值：无 +<>br/ +- **fullcolumn** + - 描述：目的表中的所有字段，字段之间用英文逗号分隔。例如: "column": ["id","name","age","hobby"]，如果不配置，将在系统表中获取 + - 必选：否 + - 字段类型：List + - 默认值：无 + +
- **presql** - 描述：写入数据到目的表前，会先执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无
@@ -48,37 +92,43 @@ - **postSql** - 描述：写入数据到目的表后，会执行这里的一组标准语句 - 必选：否 + - 字段类型：String - 默认值：无 +
+- **withNoLock** + - 描述：是否在sql语句后面添加 with(nolock) + - 必选：否 + - 字段类型：Boolean + - 默认值：false -- **table** - - 描述：目的表的表名称。目前只支持配置单个表，后续会支持多表 - - 必选：是 - - 默认值：无 - - +
- **writeMode** - 描述：控制写入数据到目标表采用 `insert into` 或者` merge into` 语句 - 必选：是 - 所有选项：insert/update + - 字段类型：String - 默认值：insert - +
- **updateKey** - 描述：当写入模式为update时，需要指定此参数的值为唯一索引字段 - 注意： - 采用`merge into`语法，对目标表进行匹配查询，匹配成功时更新，不成功时插入； - 必选：否 + - 字段类型：Map + - 示例："updateKey": {"key": ["id"]} - 默认值：无 - +
- **batchSize** - 描述：一次性批量提交的记录数大小，该值可以极大减少FlinkX与数据库的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成FlinkX运行进程OOM情况 - 必选：否 + - 字段类型：int - 默认值：1024 diff --git a/docs/quickstart.md b/docs/quickstart.md index 7fda36c0d9..a790207976 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -1,3 +1,19 @@ +目录： + + +- [下载代码](#下载代码) +- [编译插件](#编译插件) + - [1.编译找不到DB2、达梦、gbase、ojdbc8、kingbase、vertica等驱动包](#1编译找不到db2达梦gbaseojdbc8kingbasevertica等驱动包) + - [2.编译报错找不到其他包](#2编译报错找不到其他包) +- [运行任务](#运行任务) + - [Local模式运行任务](#local模式运行任务) + - [Standalone模式运行](#standalone模式运行) + - [以Yarn Session模式运行任务](#以yarn-session模式运行任务) + - [以Yarn Perjob模式运行任务](#以yarn-perjob模式运行任务) +- [参数说明](#参数说明) + + + ## 下载代码 1.使用git工具把项目clone到本地 @@ -15,24 +31,72 @@ unzip 1.10_release.zip cd 1.10_release ``` -3.直接下载源码和编译好的插件包(推荐) -``` -wget https://github.com/DTStack/flinkx/releases/download/1.10.4/flinkx.7z -7za x flinkx.7z -cd flinkx -``` - ## 编译插件 ```bash mvn clean package -DskipTests ``` -## 常见问题 +对于不需要的插件，可以修改$FLINKX_HOME目录下的pom文件，可以将不需要的模块和`flinkx-test`模块注释掉，在编译时将不会编译该插件，这样可以缩短编译时间. + +注：**部分模块有依赖关系，请注意**。若遇到这种情况，请根据maven报错提示，将对应依赖的模块取消注释。 + +```xml + + flinkx-core + + flinkx-launcher + flinkx-test + flinkx-stream + + + flinkx-rdb + flinkx-mysql + flinkx-polardb + flinkx-oracle + flinkx-sqlserver + flinkx-postgresql + flinkx-db2 + flinkx-dm + flinkx-gbase + flinkx-clickhouse + flinkx-saphana + flinkx-teradata + flinkx-greenplum + flinkx-kingbase + + flinkx-hdfs + flinkx-hive + flinkx-es + flinkx-ftp + flinkx-odps + flinkx-hbase + flinkx-phoenix5 + flinkx-carbondata + flinkx-kudu + flinkx-cassandra + + flinkx-redis + flinkx-mongodb + + + flinkx-binlog + flinkx-kb + flinkx-kafka09 + flinkx-kafka10 + flinkx-kafka11 + flinkx-kafka + flinkx-emqx + flinkx-pulsar + flinkx-pgwal + flinkx-restapi + flinkx-oraclelogminer + +``` -### 1.编译找不到DB2、达梦、gbase、ojdbc8等驱动包 +### 1.编译找不到DB2、达梦、gbase、ojdbc8、kingbase、vertica等驱动包 -解决办法：在$FLINKX_HOME/jars目录下有这些驱动包，可以手动安装，也可以使用插件提供的脚本安装： +解决办法：在$FLINKX_HOME/jars目录下有这些驱动包，可以手动安装，也可以使用$FLINKX_HOME/bin目录下的脚本安装： ```bash ## windows平台 @@ -42,6 +106,30 @@ mvn clean package -DskipTests ./install_jars.sh ``` +### 2.编译报错找不到其他包 + +解决办法：在$FLINKX_HOME/jars目录下有maven的setting文件，内容如下，**修改仓库路径**后替换本地maven的setting文件，重新安装[步骤一](#1.编译找不到DB2、达梦、gbase、ojdbc8、kingbase、vertica等驱动包)中的驱动包，然后再编译插件 +```xml + + + + + /home/apache-maven-3.6.1/repository + + + + alimaven + aliyun maven + http://maven.aliyun.com/nexus/content/groups/public/ + central + + + + +``` + ## 运行任务 首先准备要运行的任务json，这里以stream插件为例： @@ -50,35 +138,27 @@ mvn clean package -DskipTests { "job" : { "content" : [ { - "reader": { - "name": "streamreader", - "parameter": { - "column": [ - { - "name": "id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ] - } + "reader" : { + "parameter" : { + "column" : [ { + "name": "id", + "type" : "id" + }, { + "name": "string", + "type" : "string" + } ], + "sliceRecordCount" : [ "10"] + }, + "name" : "streamreader" }, "writer" : { "parameter" : { - "print": false + "print" : true }, "name" : "streamwriter" } } ], "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : false - }, - "errorLimit" : { - }, "speed" : { "channel" : 1 } @@ -87,20 +167,26 @@ mvn clean package -DskipTests } ``` +
+ ### Local模式运行任务 命令模板： ```bash bin/flinkx \ - -mode local \ - -job docs/example/stream_stream.json \ - -pluginRoot syncplugins + -mode local \ + -job docs/example/stream_stream.json \ + -pluginRoot syncplugins \ + -flinkconf flinkconf ``` -可以在flink的配置文件里配置端口： - +修改flink配置文件，指定web UI端口 ```bash +vi flinkconf/flink-conf.yaml +``` + +```yml ## web服务端口，不指定的话会随机生成一个 rest.bind-port: 8888 ``` @@ -109,9 +195,10 @@ rest.bind-port: 8888 ```bash bin/flinkx \ - -mode local \ - -job docs/example/stream_stream.json \ - -pluginRoot syncplugins + -mode local \ + -job docs/example/stream_stream.json \ + -pluginRoot syncplugins \ + -flinkconf flinkconf ``` 任务运行后可以通过8888端口访问flink界面查看任务运行情况： @@ -120,6 +207,8 @@ bin/flinkx \ +
+ ### Standalone模式运行 命令模板： @@ -161,6 +250,8 @@ $FLINK_HOME/bin/start-cluster.sh +
+ ### 以Yarn Session模式运行任务 命令示例： @@ -175,10 +266,26 @@ bin/flinkx \ -confProp "{\"flink.checkpoint.interval\":60000}" ``` -首先确保yarn集群是可用的，然后手动启动一个yarn session： +[下载](https://mvnrepository.com/artifact/org.apache.flink/flink-shaded-hadoop-2-uber)对应Hadoop版本的flink shade包，放入$FLINK_HOME/lib目录下(从flink1.11开始官方不再提供打包好的flink shade包，需要自行[下载](https://github.com/apache/flink-shaded)打包) + +[下载](https://mvnrepository.com/artifact/org.apache.flink/flink-metrics-prometheus)对应版本的flink prometheus包，放入$FLINK_HOME/lib目录下 +修改flink配置文件，指定flink类加载方式 ```bash -$FLINK_HOME/bin/yarn-session.sh -n 1 -s 2 -jm 1024 -tm 1024 +vi ../conf/flink-conf.yaml +``` + +```yml +## flink类加载方式，指定为父类优先 +classloader.resolve-order: parent-first +``` + +确保yarn集群是可用的，然后手动启动一个yarn session： + +注：-ship: 启动flink session时上传FlinkX插件包，这样只需要在提交FlinkX任务的节点部署FlinkX插件包，其他服务器节点不需要部署，同时更换FlinkX插件包后需要重启yarn session，需要配合修改flink的类加载方式。 + +```bash +nohup $FLINK_HOME/bin/yarn-session.sh -qu a -ship $FLINKX_HOME/syncplugins/ & ```

@@ -196,7 +303,8 @@ bin/flinkx \ -mode yarn \ -job docs/example/stream_stream.json \ -flinkconf $FLINK_HOME/conf \ - -yarnconf $HADOOP_HOME/etc/hadoop + -yarnconf $HADOOP_HOME/etc/hadoop \ + -queue a ``` 然后在flink界面查看任务运行情况： @@ -205,6 +313,8 @@ bin/flinkx \
+
+ ### 以Yarn Perjob模式运行任务 命令示例： @@ -218,8 +328,7 @@ bin/flinkx \ -yarnconf $HADOOP_HOME/etc/hadoop \ -flinkLibJar $FLINK_HOME/lib \ -confProp "{\"flink.checkpoint.interval\":60000}" \ - -queue default \ - -pluginLoadMode classpath + -queue default ``` 首先确保yarn集群是可用的，启动一个Yarn Application运行任务: @@ -228,10 +337,10 @@ bin/flinkx \ bin/flinkx \ -mode yarnPer \ -job docs/example/stream_stream.json \ - -pluginRoot syncplugins \ + -pluginRoot $FLINK_HOME/conf \ -yarnconf $HADOOP_HOME/etc/hadoop \ -flinkLibJar $FLINK_HOME/lib \ - -pluginLoadMode classpath + -queue a ``` 然后在集群上查看任务运行情况 @@ -250,18 +359,18 @@ bin/flinkx \ | ------------------ | ------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---- | ----------------------- | | **mode** | 执行模式，也就是flink集群的工作模式 | 1.**local**: 本地模式
2.**standalone**: 独立部署模式的flink集群
3.**yarn**: yarn模式的flink集群，需要提前在yarn上启动一个flink session，使用默认名称"Flink session cluster"
4.**yarnPer**: yarn模式的flink集群，单独为当前任务启动一个flink session，使用默认名称"Flink per-job cluster" | 否 | local | | **job** | 数据同步任务描述文件的存放路径；该描述文件中使用json字符串存放任务信息 | 无 | 是 | 无 | -| **jobid** | 任务名称 | 无 | 否 | Flink Job | +| **jobid** | 指定flink任务名称 | 无 | 否 | Flink Job | | **pluginRoot** | 插件根目录地址，也就是打包后产生的pluginRoot目录。 | 无 | 否 | $FLINKX_HOME/syncplugins | -| **flinkconf** | flink配置文件所在的目录（单机模式下不需要） | $FLINK_HOME/conf | 否 | $FLINK_HOME/conf | +| **flinkconf** | flink配置文件所在的目录 | $FLINK_HOME/conf | 否 | $FLINK_HOME/conf | | **flinkLibJar** | flink lib所在的目录（单机模式下不需要），如/opt/dtstack/flink-1.10.1/lib | $FLINK_HOME/lib | 否 | $FLINK_HOME/lib | | **yarnconf** | Hadoop配置文件（包括hdfs和yarn）所在的目录 | $HADOOP_HOME/etc/hadoop | 否 | $HADOOP_HOME/etc/hadoop | | **queue** | yarn队列，如default | 无 | 否 | default | | **pluginLoadMode** | yarn session模式插件加载方式 | 1.**classpath**：提交任务时不上传插件包，需要在yarn-node节点pluginRoot目录下部署插件包，但任务启动速度较快
2.**shipfile**：提交任务时上传pluginRoot目录下部署插件包的插件包，yarn-node节点不需要部署插件包，任务启动速度取决于插件包的大小及网络环境 | 否 | shipfile | -| **confProp** | checkpoint配置 | **flink.checkpoint.interval**：快照生产频率
**flink.checkpoint.stateBackend**：快照存储路径 | 否 | 无 | -| **s** | checkpoint快照路径 | | 否 | 无 | +| **confProp** | flink额外配置，如checkpoint、内存 | **flink.checkpoint.interval**：快照生产频率(毫秒)
**flink.checkpoint.timeout**：快照超时时间(毫秒)
**jobmanager.memory.mb**：perJob模式下jobmanager内存设置
**taskmanager.memory.mb**：perJob模式下taskmanager内存设置
**taskmanager.slots**：perJob模式下jobmanager slots个数设置 | 否 | 无 | +| **s** | checkpoint快照路径，设置后从该快照恢复任务 | | 否 | 无 | | **p** | 自定义入参，用于替换脚本中的占位符，如脚本中存在占位符${pt1},${pt2}，则该参数可配置为pt1=20200101,pt2=20200102| | 否 | 无 | -| **appId** | yarn模式下，提交到指定的的flink session的application Id | | 否 | 无 | -| **krb5conf** | 提交到开启kerberos的Hadoop集群的krb5文件路径 | | 否 | 无 | -| **keytab** | 提交到开启kerberos的Hadoop集群的keytab文件路径 | | 否 | 无 | -| **principal** | kerberos认证的principal | | 否 | 无 | +| **appId** | yarn session模式下，提交到指定的的flink session的application Id | | 否 | 无 | +| **krb5conf** | 提交到开启kerberos的Hadoop集群的krb5文件路径 | | 否 | 无 | +| **keytab** | 提交到开启kerberos的Hadoop集群的keytab文件路径 | | 否 | 无 | +| **principal** | kerberos认证的principal | | 否 | 无 | diff --git "a/docs/realTime/other/LogMiner\345\216\237\347\220\206.md" "b/docs/realTime/other/LogMiner\345\216\237\347\220\206.md" new file mode 100644 index 0000000000..818851d50c --- /dev/null +++ "b/docs/realTime/other/LogMiner\345\216\237\347\220\206.md" @@ -0,0 +1,392 @@ +# FlinkX Oracle LogMiner实时采集基本原理 + +本文主要对Logminer基本原理以及如何使用和Flinkx与Logminer的集成进行介绍 +通过本文你可以了解到： + +- Logminer是什么 +- Logminer的使用 +- Flinkx如何和Logminer的集成 + +# Logminer是什么？ +LogMiner 是Oracle公司从产品8i以后提供的一个实际非常有用的分析工具，使用该工具可以轻松获得Oracle 重做日志文件（归档日志文件）中的具体内容，LogMiner分析工具实际上是由一组PL/SQL包和一些动态视图组成，它作为Oracle数据库的一部分来发布，是oracle公司提供的一个完全免费的工具。 + + +具体的说： +对用户数据或数据库字典所做的所有更改都记录在Oracle重做日志文件RedoLog中,Logminer就是一个解析RedoLog的工具，通过Logminer解析RedoLog可以得到对应的SQL数据。 + +Oracle 中的RedoLog写入流程: +Oracle重做日志采用**循环写入**的方式，每一个Oracle实例至少拥有**2组日志组**。Oracle重做日志一般由Oracle自动切换，重做日志文件在当LGWR进程停止写入并开始写入下一个日志组时发生切换，或在用户收到发出ALTER SYSTEM SWITCH LOGFILE时发生切换。如果Oracle数据库开启了归档功能，则在日志组发生切换的时候，上一个日志组的日志文件会被归档到归档目录里 + + +从上面可知 Oracle里的RedoLog文件分为两种： + +- 当前写的日志组的文件,可通过 v$log 和 v$logfile 得到 +- 归档的redoLog文件，可通过 v$archived_log 得到 + +v$log 文档 +[https://docs.oracle.com/cd/B19306_01/server.102/b14237/dynviews_1150.htm#REFRN30127](https://docs.oracle.com/cd/B19306_01/server.102/b14237/dynviews_1150.htm#REFRN30127) + + +v$logfile 文档 +[https://docs.oracle.com/cd/B28359_01/server.111/b28320/dynviews_2031.htm#REFRN30129](https://docs.oracle.com/cd/B28359_01/server.111/b28320/dynviews_2031.htm#REFRN30129) + + +v$archived_log 文档 +[https://docs.oracle.com/cd/E18283_01/server.112/e17110/dynviews_1016.htm](https://docs.oracle.com/cd/E18283_01/server.112/e17110/dynviews_1016.htm) + + +**通过循环查找到最新符合要求的RedoLog并让Logminer加载分析，分析的数据在视图 v$logmnr_contents 里，通过读取 v$logmnr_contents 就可以得到 Oracle的实时数据** + +# Logminer的使用 + + +## Logminer的配置与开启 +[Oracle配置LogMiner](LogMiner配置.md) + +## Logminer的使用 + +1. 指定LogMiner字典。 + +1. 指定重做日志文件列表以进行分析。 + 使用 `DBMS_LOGMNR.ADD_LOGFILE` 过程，或指示LogMiner在启动LogMiner时自动创建要分析的日志文件列表（在步骤3中）。 + +1. 启动LogMiner。 + 使用 `DBMS_LOGMNR.START_LOGMNR` 程序。 + +1. 请求感兴趣的重做数据。 + 查询`V$LOGMNR_CONTENTS`视图。（您必须具有`SELECT ANY TRANSACTION`查询此视图的权限） + +1. 结束LogMiner会话。 + 使用 `DBMS_LOGMNR.END_LOGMNR` 程序 + + + + +### Logminer字典 +#### LogMiner字典作用 +Oracle数据字典记录当前所有表的信息，字段的信息等等。LogMiner使用字典将内部对象标识符和数据类型转换为对象名称和外部数据格式。如果没有字典，LogMiner将返回内部对象ID，并将数据显示为二进制数 +```sql +INSERT INTO HR.JOBS(JOB_ID, JOB_TITLE, MIN_SALARY, MAX_SALARY) VALUES('IT_WT','Technical Writer', 4000, 11000); + +``` +没有字典，LogMiner将显示： +```sql +insert into "UNKNOWN"."OBJ# 45522"("COL 1","COL 2","COL 3","COL 4") values +(HEXTORAW('45465f4748'),HEXTORAW('546563686e6963616c20577269746572'), +HEXTORAW('c229'),HEXTORAW('c3020b')); +``` + + +#### Logminer字典选项 +LogMiner字典的选项支持三种： + +- [Using the Online Catalog](https://docs.oracle.com/cd/B19306_01/server.102/b14215/logminer.htm#i1014720) + Oracle recommends that you use this option when you will have access to the source database from which the redo log files were created and when no changes to the column definitions in the tables of interest are anticipated. This is the most efficient and easy-to-use option. + +- [Extracting a LogMiner Dictionary to the Redo Log Files](https://docs.oracle.com/cd/B19306_01/server.102/b14215/logminer.htm#i1014735) + Oracle recommends that you use this option when you do not expect to have access to the source database from which the redo log files were created, or if you anticipate that changes will be made to the column definitions in the tables of interest. + +- [Extracting the LogMiner Dictionary to a Flat File](https://docs.oracle.com/cd/B19306_01/server.102/b14215/logminer.htm#i1014763) + This option is maintained for backward compatibility with previous releases. This option does not guarantee transactional consistency. Oracle recommends that you use either the online catalog or extract the dictionary from redo log files instead. + + + +翻译： + +- [使用在线目录](https://docs.oracle.com/cd/B19306_01/server.102/b14215/logminer.htm#i1014720) + 当您可以访问从其创建重做日志文件的源数据库并且预计不会对目标表中的列定义进行任何更改时，Oracle建议您使用此选项。这是最有效和易于使用的选项。 + +- [将LogMiner字典提取到重做日志文件](https://docs.oracle.com/cd/B19306_01/server.102/b14215/logminer.htm#i1014735) + 如果您不希望访问创建重做日志文件的源数据库，或者希望对感兴趣的表中的列定义进行更改，则Oracle建议您使用此选项。 + +- [将LogMiner字典提取到平面文件](https://docs.oracle.com/cd/B19306_01/server.102/b14215/logminer.htm#i1014763) + 维护此选项是为了与以前的版本向后兼容。此选项不能保证事务的一致性。Oracle建议您使用联机目录或从重做日志文件中提取字典。 + + + + + + +### 指定Logminer重做日志文件 +要启动新的重做日志文件列表，需要使用  DBMS_LOGMNR.NEW 以表明这是新列表的开始 +```sql +EXECUTE DBMS_LOGMNR.ADD_LOGFILE( + LOGFILENAME => '/oracle/logs/log1.f', + OPTIONS => DBMS_LOGMNR.NEW); +``` +可以使用下列语句额外再添加日志文件 +```sql +EXECUTE DBMS_LOGMNR.ADD_LOGFILE( + LOGFILENAME => '/oracle/logs/log2.f', + OPTIONS => DBMS_LOGMNR.ADDFILE); +``` + + +### 启动LogMiner +使用 `DBMS_LOGMNR.START_LOGMN` 启动Logminer。可以指定参数： + +- 指定LogMiner如何过滤返回的数据（例如，通过开始和结束时间或SCN值） + +- 指定用于格式化LogMiner返回的数据的选项 + +- 指定要使用的LogMiner词典 + + + + +主要的参数有： +```text + OPTIONS参数说明: + * DBMS_LOGMNR.SKIP_CORRUPTION - 跳过出错的redlog + * DBMS_LOGMNR.NO_SQL_DELIMITER - 不使用 ';'分割redo sql + * DBMS_LOGMNR.NO_ROWID_IN_STMT - 默认情况下，用于UPDATE和DELETE操作的SQL_REDO和SQL_UNDO语句在where子句中包含“ ROWID =”。 + * 但是，这对于想要重新执行SQL语句的应用程序是不方便的。设置此选项后，“ ROWID”不会放置在重构语句的末尾 + * DBMS_LOGMNR.DICT_FROM_ONLINE_CATALOG - 使用在线字典 + * DBMS_LOGMNR.CONTINUOUS_MINE - 需要在生成重做日志的同一实例中使用日志 + * DBMS_LOGMNR.COMMITTED_DATA_ONLY - 指定此选项时，LogMiner将属于同一事务的所有DML操作分组在一起。事务按提交顺序返回。 + * DBMS_LOGMNR.STRING_LITERALS_IN_STMT - 默认情况下，格式化格式化的SQL语句时，SQL_REDO和SQL_UNDO语句会使用数据库会话的NLS设置 + * 例如NLS_DATE_FORMAT，NLS_NUMERIC_CHARACTERS等）。使用此选项，将使用ANSI / ISO字符串文字格式对重构的SQL语句进行格式化。 +``` + + +示例 + +```sql +EXECUTE DBMS_LOGMNR.START_LOGMNR( + STARTTIME => '01-Jan-2003 08:30:00', + ENDTIME => '01-Jan-2003 08:45:00', + OPTIONS => DBMS_LOGMNR.DICT_FROM_ONLINE_CATALOG + + DBMS_LOGMNR.CONTINUOUS_MINE); +``` + + +### 在V$ LOGMNR_CONTENTS中查询感兴趣的重做数据 +Logminer会解析redoLog里的日志加载到 v$LOGMNR_CONTENTS 视图里，我们只需要使用 sql查询 即可获取对应数据 +v$LOGMNR_CONTENTS视图相关字段 +[https://docs.oracle.com/cd/B19306_01/server.102/b14237/dynviews_1154.htm](https://docs.oracle.com/cd/B19306_01/server.102/b14237/dynviews_1154.htm) + + +主要字段有： + +| 列 | 数据类型 | 描述 | +| --- | --- | --- | +| SCN | NUMBER | oracle为每个已提交的事务分配唯一的scn | +| OPERATION | VARCHAR2(32) | INSERT UPDATE DELETE DDL COMMIT ROLLBACK.....| +| SEG_OWNER | VARCHAR2(32) | schema | +| TABLE_NAME | VARCHAR2(32) | 表名 | +| TIMESTAMP | DATE | 数据库变动时间戳 | +| SQL_REDO | VARCHAR2(4000) | 重建的SQL语句，该语句等效于进行更改的原始SQL语句 | + + + +示例 + +```sql +SELECT + scn, + timestamp, + operation, + seg_owner, + table_name, + sql_redo, + row_id, + csf +FROM + v$logmnr_contents +WHERE + scn > ? +``` + + +查询出来的数据示例： + +
+ +
+ +# Flinkx如何使用Logminer + + +使用Logminer在于关键2步骤： + +- 找到需要分析的Redolog日志，加载到Logminer +- 开启Logminer,在 v$LOGMNR_CONTENTS 查询感兴趣数据 +### 1. 查找RedoLog文件 +从上面介绍中 我们可以知道 Redolog来源于日志组和归档日志里，所以flinkx 根据SCN号查询日志组以及归档日志获取到对应的文件 +```sql +SELECT + MIN(name) name, + first_change# +FROM + ( + SELECT + MIN(member) AS name, + first_change#, + 281474976710655 AS next_change# + FROM + v$log l + INNER JOIN v$logfile f ON l.group# = f.group# + WHERE l.STATUS = 'CURRENT' OR l.STATUS = 'ACTIVE' + GROUP BY + first_change# + UNION + SELECT + name, + first_change#, + next_change# + FROM + v$archived_log + WHERE + name IS NOT NULL + ) +WHERE + first_change# >= ? + OR ? < next_change# +GROUP BY + first_change# +ORDER BY + first_change# +``` +查询出来的数据示例： +
+ +
+注意： +如果Logminer的处理速度比Oracle产生数据速度快，那么理论上Flinkx只需要加载日志组文件不需要加载归档日志文件，而Logminer加载文件会比较消耗资源，所以会先进行RedoLog文件的查找，如果本次查找的文件和上次的没有区别，说明Logminer不需要加载新的日志文件，只需要重新再从视图里查询数据即可 + + +### 2. 加载文件到Logminer +通过一个存储过程 查询到日志文件之后 加载到Logminer里 并开启Logminer +```sql +DECLARE + st BOOLEAN := true; + start_scn NUMBER := ?; +BEGIN + FOR l_log_rec IN ( + SELECT + MIN(name) name, + first_change# + FROM + ( + SELECT + MIN(member) AS name, + first_change#, + 281474976710655 AS next_change# + FROM + v$log l + INNER JOIN v$logfile f ON l.group# = f.group# + WHERE l.STATUS = 'CURRENT' OR l.STATUS = 'ACTIVE' + GROUP BY + first_change# + UNION + SELECT + name, + first_change#, + next_change# + FROM + v$archived_log + WHERE + name IS NOT NULL + ) + WHERE + first_change# >= start_scn + OR start_scn < next_change# + GROUP BY + first_change# + ORDER BY + first_change# + ) LOOP IF st THEN + SYS.DBMS_LOGMNR.add_logfile(l_log_rec.name, SYS.DBMS_LOGMNR.new); + st := false; + ELSE + SYS.DBMS_LOGMNR.add_logfile(l_log_rec.name); + END IF; + END LOOP; + + SYS.DBMS_LOGMNR.start_logmnr( options => SYS.DBMS_LOGMNR.skip_corruption + SYS.DBMS_LOGMNR.no_sql_delimiter + SYS.DBMS_LOGMNR.no_rowid_in_stmt + + SYS.DBMS_LOGMNR.dict_from_online_catalog + SYS.DBMS_LOGMNR.string_literals_in_stmt ); +END; +``` +### 3. 查询数据 +```sql +SELECT + scn, + timestamp, + operation, + seg_owner, + table_name, + sql_redo, + row_id, + csf +FROM + v$logmnr_contents +WHERE + scn > ? +``` + + +Flinkx就是在一个循环里 执行上述sql语句查询数据。 查询日志文件，加载到logminer，开启logminer，读取数据，更新当前最新SCN号，当数据读取完毕，代表本次加载的日志文件加载完了，通过SCN号寻找后续日志文件，重复上述操作 + +
+ +
+ + +从 v$logmnr_contents获取到数据之后，Flinkx 使用 net.sf.jsqlparser.parser.CCJSqlParserUtil 来解析 sql_redo 值 +获取到的sql_redo语句格式示例： +```json +insert into "TUDOU"."CDC"("ID","USER_ID","NAME","date1") values ('19','1','b',TO_DATE('2021-01-29 11:25:50', 'YYYY-MM-DD HH24:MI:SS')) +``` +使用net.sf.jsqlparser.parser.CCJSqlParserUtil 解析之后，flinkx根据paving参数对数据进行操作， +当pavingData为true时,数据为 +```json +{ + "scn": 1977762, + "type": "INSERT", + "schema": "TUDOU", + "table": "CDC", + "ts": 6762187276702322688, + "opTime": "2021-01-29 11:52:02.0", + "after_ID": "19", + "after_USER_ID": "1", + "after_NAME": "b", + "after_date1": "2021-01-29 11:25:50" +} +``` +当paving为false时，数据为 +```json +{ + "message": { + "scn": 1977679, + "type": "INSERT", + "schema": "TUDOU", + "table": "CDC", + "ts": 6762186352151891968, + "opTime": "2021-01-29 11:52:02.0", + "before": {}, + "after": { + "ID": "19", + "USER_ID": "1", + "NAME": "b", + "date1": "2021-01-29 11:25:50" + } + } +} +``` + + +### Oracle10 和Oracle11的部分区别 + +1. v$LOGMNR_CONTENTS 里Oracle10 比 Oracle11 少了 commit_scn字段 +1. 日志组字段里没有next_change#字段 +1. 如果Sql里含有ToDate函数，Logminer10的sql_redo加载的是ToDate函数日期格式默认是DD-MON-RR格式，而Logminer11则是Todate函数执行后的值，所以Logminer10会在获取连接的时候，执行下列SQL,设置日期格式，FLinkx再对其进行正则匹配，替换得到最终的值。 +```sql + //修改当前会话的date日期格式 + public final static String SQL_ALTER_DATE_FORMAT ="ALTER SESSION SET NLS_DATE_FORMAT = 'YYYY-MM-DD HH24:MI:SS'"; + + //修改当前会话的timestamp日期格式 + public final static String NLS_TIMESTAMP_FORMAT ="ALTER SESSION SET NLS_TIMESTAMP_FORMAT = 'YYYY-MM-DD HH24:MI:SS.FF6'"; + +``` + + diff --git "a/docs/realTime/other/LogMiner\351\205\215\347\275\256.md" "b/docs/realTime/other/LogMiner\351\205\215\347\275\256.md" new file mode 100644 index 0000000000..519c7fe9ee --- /dev/null +++ "b/docs/realTime/other/LogMiner\351\205\215\347\275\256.md" @@ -0,0 +1,434 @@ +# Oracle配置LogMiner + +目录: + + +- [Oracle配置LogMiner](#oracle配置logminer) + - [一、Oracle 10g(单机版)](#一oracle-10g单机版) + - [1、查询Oracle版本信息，这里配置的是`Oracle 10g`](#1查询oracle版本信息这里配置的是oracle-10g) + - [2、通过命令行方式登录Oracle，查看是否开启日志归档](#2通过命令行方式登录oracle查看是否开启日志归档) + - [3、开启日志归档，开启日志归档需要重启数据库，请注意](#3开启日志归档开启日志归档需要重启数据库请注意) + - [a、配置归档日志保存的路径](#a配置归档日志保存的路径) + - [b、关闭数据库](#b关闭数据库) + - [c、开启日志归档](#c开启日志归档) + - [d、开启扩充日志](#d开启扩充日志) + - [e、开启数据库](#e开启数据库) + - [4、配置日志组](#4配置日志组) + - [a、查询默认日志组信息](#a查询默认日志组信息) + - [b、查询日志组储存路径](#b查询日志组储存路径) + - [c、新增日志组与删除原有日志组](#c新增日志组与删除原有日志组) + - [d、查询创建的日志组](#d查询创建的日志组) + - [5、检查是否安装LogMiner工具](#5检查是否安装logminer工具) + - [6、创建LogMiner角色并赋权](#6创建logminer角色并赋权) + - [7、创建LogMiner用户并赋权](#7创建logminer用户并赋权) + - [8、验证用户权限](#8验证用户权限) + - [二、Oracle 11g(单机版)](#二oracle-11g单机版) + - [1、查询Oracle版本信息，这里配置的是`Oracle 11g`](#1查询oracle版本信息这里配置的是oracle-11g) + - [2、通过命令行方式登录Oracle，查看是否开启日志归档](#2通过命令行方式登录oracle查看是否开启日志归档-1) + - [3、开启日志归档，开启日志归档需要重启数据库，请注意](#3开启日志归档开启日志归档需要重启数据库请注意-1) + - [a、配置归档日志保存的路径](#a配置归档日志保存的路径-1) + - [b、关闭数据库](#b关闭数据库-1) + - [c、开启日志归档](#c开启日志归档-1) + - [d、开启扩充日志](#d开启扩充日志-1) + - [e、开启数据库](#e开启数据库-1) + - [4、检查是否安装LogMiner工具](#4检查是否安装logminer工具) + - [5、创建LogMiner角色并赋权](#5创建logminer角色并赋权) + - [6、创建LogMiner用户并赋权](#6创建logminer用户并赋权) + - [7、验证用户权限](#7验证用户权限) + - [三、Oracle 12c(单机版非CBD)](#三oracle-12c单机版非cbd) + - [1、查询Oracle版本信息，这里配置的是`Oracle 12c`](#1查询oracle版本信息这里配置的是oracle-12c) + - [2、通过命令行方式登录Oracle，查看是否开启日志归档](#2通过命令行方式登录oracle查看是否开启日志归档-2) + - [3、开启日志归档，开启日志归档需要重启数据库，请注意](#3开启日志归档开启日志归档需要重启数据库请注意-2) + - [a、配置归档日志保存的路径](#a配置归档日志保存的路径-2) + - [b、关闭数据库](#b关闭数据库-2) + - [c、开启日志归档](#c开启日志归档-2) + - [d、开启扩充日志](#d开启扩充日志-2) + - [e、开启数据库](#e开启数据库-2) + - [4、创建LogMiner角色并赋权](#4创建logminer角色并赋权) + - [5、创建LogMiner用户并赋权](#5创建logminer用户并赋权) + - [6、验证用户权限](#6验证用户权限) + + + +注意： + +1、某个Oracle数据源能同时运行的任务数量取决于该Oracle的内存大小 + +2、若数据量太大导致日志组频繁切换需要增加日志组数量，增大单个日志组存储大小 + +## 一、Oracle 10g(单机版) +### 1、查询Oracle版本信息，这里配置的是`Oracle 10g` +```sql +--查看oracle版本 +select * from v$version; +``` +
+ +
+本章Oracle的版本如上图所示。 + + +### 2、通过命令行方式登录Oracle，查看是否开启日志归档 +```sql +--查询数据库归档模式 +archive log list; +``` +
+ +
+图中显示`No Archive Mode`表示未开启日志归档。 + + +### 3、开启日志归档，开启日志归档需要重启数据库，请注意 +#### a、配置归档日志保存的路径 +根据自身环境配置归档日志保存路径，需要提前创建相应目录及赋予相应访问权限 +```shell +# 创建归档日志保存目录 +mkdir -p /data/oracle/archivelog + +# 进入Oracle目录 +cd $ORACLE_HOME + +# 查看Oracle权限组，本章权限组如下图所示 +ls -l + +# 对归档日志保存目录赋予相应权限 +chown -R 下图中的用户名:下图中的组名 /data/oracle/ +``` +
+ +
+ +```sql +--配置归档日志保存的路径 +alter system set log_archive_dest_1='location=/data/oracle/archivelog' scope=spfile; +``` +#### b、关闭数据库 +```sql +shutdown immediate; +startup mount; +``` +#### c、开启日志归档 +```sql +--开启日志归档 +alter database archivelog; +``` +#### d、开启扩充日志 +```sql +--开启扩充日志 +alter database add supplemental log data (all) columns; +``` +#### e、开启数据库 +```sql +alter database open; +``` +再次查询数据库归档模式，`Archive Mode`表示已开启归档模式，`Archive destination`表示归档日志储存路径。 +
+ +
+ +### 4、配置日志组 +#### a、查询默认日志组信息 +```sql +SELECT * FROM v$log; +``` +
+ +
+ +如上图所示，日志组的默认数量为2组，大小为4194304/1024/1024 = 4MB，这意味着日志大小每达到4MB就会进行日志组的切换，切换太过频繁会导致查询出错，因此需要增加日志组数量及大小。 +#### b、查询日志组储存路径 +```sql +SELECT * FROM v$logfile; +``` +
+ +
+ +如上图所示，默认路径为`/usr/lib/oracle/xe/app/oracle/flash_recovery_area/XE/onlinelog/`。 +#### c、新增日志组与删除原有日志组 +请与DBA联系，决定是否可以删除原有日志组。 +```sql +--增加两组日志组 +alter database add logfile group 3 ('/usr/lib/oracle/xe/app/oracle/flash_recovery_area/XE/onlinelog/redo3.log') size 200m; +alter database add logfile group 4 ('/usr/lib/oracle/xe/app/oracle/flash_recovery_area/XE/onlinelog/redo4.log') size 200m; +``` +```sql +--删除原有两组日志组，并继续新增两组日志组 +alter system checkpoint; +alter system switch logfile; +alter database drop logfile group 1; +alter database drop logfile group 2; +alter database add logfile group 1 ('/usr/lib/oracle/xe/app/oracle/flash_recovery_area/XE/onlinelog/redo1.log') size 200m; +alter database add logfile group 2 ('/usr/lib/oracle/xe/app/oracle/flash_recovery_area/XE/onlinelog/redo2.log') size 200m; +``` +#### d、查询创建的日志组 +```sql +SELECT * FROM v$log; +SELECT * FROM v$logfile; +``` +
+ +
+ +
+ +
+ +### 5、检查是否安装LogMiner工具 +Oracle10g默认已安装LogMiner工具包，通过以下命令查询： +```sql +desc DBMS_LOGMNR; +desc DBMS_LOGMNR_D; +``` +若无信息打印，则执行下列SQL初始化LogMiner工具包： +```sql +@$ORACLE_HOME/rdbms/admin/dbmslm.sql; +@$ORACLE_HOME/rdbms/admin/dbmslmd.sql; +``` + + +### 6、创建LogMiner角色并赋权 +其中`roma_logminer_privs`为角色名称，可根据自身需求修改。 +```sql +create role roma_logminer_privs; +grant create session,execute_catalog_role,select any transaction,flashback any table,select any table,lock any table,select any dictionary to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_COL$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_OBJ$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_USER$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_UID$ to roma_logminer_privs; +grant select_catalog_role to roma_logminer_privs; +``` + + +### 7、创建LogMiner用户并赋权 +其中`roma_logminer`为用户名，`password`为密码，请根据自身需求修改。 +```sql +create user roma_logminer identified by password default tablespace users; +grant roma_logminer_privs to roma_logminer; +grant execute_catalog_role to roma_logminer; +alter user roma_logminer quota unlimited on users; +``` + + +### 8、验证用户权限 +以创建的LogMiner用户登录Oracle数据库，执行以下SQL查询权限，结果如图所示： +```sql + SELECT * FROM USER_ROLE_PRIVS; +``` +
+ +
+ +```sql +SELECT * FROM SESSION_PRIVS; +``` +
+ +
+ +至此，Oracle 10g数据库LogMiner实时采集配置完毕。 + + +## 二、Oracle 11g(单机版) +### 1、查询Oracle版本信息，这里配置的是`Oracle 11g` +```sql +--查看oracle版本 +select * from v$version; +``` +
+ +
+本章Oracle的版本如上图所示。 + + +### 2、通过命令行方式登录Oracle，查看是否开启日志归档 +```sql +--查询数据库归档模式 +archive log list; +``` +
+ +
+图中显示`No Archive Mode`表示未开启日志归档。 + + +### 3、开启日志归档，开启日志归档需要重启数据库，请注意 +#### a、配置归档日志保存的路径 +根据自身环境配置归档日志保存路径，需要提前创建相应目录及赋予相应访问权限 +```sql + alter system set log_archive_dest_1='location=/data/oracle/archivelog' scope=spfile; +``` +#### b、关闭数据库 +```sql +shutdown immediate; +startup mount; +``` +#### c、开启日志归档 +```sql +--开启日志归档 +alter database archivelog; +``` +#### d、开启扩充日志 +```sql +--开启扩充日志 +alter database add supplemental log data (all) columns; +``` +#### e、开启数据库 +```sql +alter database open; +``` +再次查询数据库归档模式，`Archive Mode`表示已开启归档模式，`Archive destination`表示归档日志储存路径。 +
+ +
+ +### 4、检查是否安装LogMiner工具 +Oracle11g默认已安装LogMiner工具包，通过以下命令查询： +```sql +desc DBMS_LOGMNR; +desc DBMS_LOGMNR_D; +``` +若无信息打印，则执行下列SQL初始化LogMiner工具包： +```sql +@$ORACLE_HOME/rdbms/admin/dbmslm.sql; +@$ORACLE_HOME/rdbms/admin/dbmslmd.sql; +``` + + +### 5、创建LogMiner角色并赋权 +其中`roma_logminer_privs`为角色名称，可根据自身需求修改。 +```sql +create role roma_logminer_privs; +grant create session,execute_catalog_role,select any transaction,flashback any table,select any table,lock any table,select any dictionary to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_COL$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_OBJ$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_USER$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_UID$ to roma_logminer_privs; +grant select_catalog_role to roma_logminer_privs; +``` + + +### 6、创建LogMiner用户并赋权 +其中`roma_logminer`为用户名，`password`为密码，请根据自身需求修改。 +```sql +create user roma_logminer identified by password default tablespace users; +grant roma_logminer_privs to roma_logminer; +grant execute_catalog_role to roma_logminer; +alter user roma_logminer quota unlimited on users; +``` + + +### 7、验证用户权限 +以创建的LogMiner用户登录Oracle数据库，执行以下SQL查询权限，结果如图所示： +```sql + SELECT * FROM USER_ROLE_PRIVS; +``` +
+ +
+ +```sql +SELECT * FROM SESSION_PRIVS; +``` +
+ +
+ +至此，Oracle 11g数据库LogMiner实时采集配置完毕。 + + +## 三、Oracle 12c(单机版非CBD) +### 1、查询Oracle版本信息，这里配置的是`Oracle 12c` +```sql +--查看oracle版本 +select BANNER from v$version; +``` +
+ +
+本章Oracle的版本如上图所示。 + + +### 2、通过命令行方式登录Oracle，查看是否开启日志归档 +```sql +--查询数据库归档模式 +archive log list; +``` +
+ +
+图中显示`No Archive Mode`表示未开启日志归档。 + + +### 3、开启日志归档，开启日志归档需要重启数据库，请注意 +#### a、配置归档日志保存的路径 +根据自身环境配置归档日志保存路径，需要提前创建相应目录及赋予相应访问权限 +```sql + alter system set log_archive_dest_1='location=/data/oracle/archivelog' scope=spfile; +``` +#### b、关闭数据库 +```sql +shutdown immediate; +startup mount; +``` +#### c、开启日志归档 +```sql +--开启日志归档 +alter database archivelog; +``` +#### d、开启扩充日志 +```sql +--开启扩充日志 +alter database add supplemental log data (all) columns; +``` +#### e、开启数据库 +```sql +alter database open; +``` +再次查询数据库归档模式，`Archive Mode`表示已开启归档模式，`Archive destination`表示归档日志储存路径。 +
+ +
+ +### 4、创建LogMiner角色并赋权 +其中`roma_logminer_privs`为角色名称，可根据自身需求修改。 +```sql +create role roma_logminer_privs; +grant create session,execute_catalog_role,select any transaction,flashback any table,select any table,lock any table,logmining,select any dictionary to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_COL$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_OBJ$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_USER$ to roma_logminer_privs; +grant select on SYSTEM.LOGMNR_UID$ to roma_logminer_privs; +grant select_catalog_role to roma_logminer_privs; +grant LOGMINING to roma_logminer_privs; +``` + + +### 5、创建LogMiner用户并赋权 +其中`roma_logminer`为用户名，`password`为密码，请根据自身需求修改。 +```sql +create user roma_logminer identified by password default tablespace users; +grant roma_logminer_privs to roma_logminer; +grant execute_catalog_role to roma_logminer; +alter user roma_logminer quota unlimited on users; +``` + + +### 6、验证用户权限 +以创建的LogMiner用户登录Oracle数据库，执行以下SQL查询权限，结果如图所示： +```sql + SELECT * FROM USER_ROLE_PRIVS; +``` +
+ +
+ +```sql +SELECT * FROM SESSION_PRIVS; +``` +
+ +
+ +至此，Oracle 12c数据库LogMiner实时采集配置完毕。 diff --git "a/docs/realTime/other/PgWal\345\216\237\347\220\206\345\217\212\351\205\215\347\275\256.md" "b/docs/realTime/other/PgWal\345\216\237\347\220\206\345\217\212\351\205\215\347\275\256.md" new file mode 100644 index 0000000000..13eb4ea428 --- /dev/null +++ "b/docs/realTime/other/PgWal\345\216\237\347\220\206\345\217\212\351\205\215\347\275\256.md" @@ -0,0 +1,237 @@ +# FlinkX PostgreSQL WAL实时采集基本原理 + + + +- [FlinkX PostgreSQL WAL实时采集基本原理](#flinkx-postgresql-wal实时采集基本原理) + - [版本限制](#版本限制) + - [主要涉及模块说明](#主要涉及模块说明) + - [逻辑复制](#逻辑复制) + - [创建发布](#创建发布) + - [WAL日志](#wal日志) + - [WAL何时被写入](#wal何时被写入) + - [WAL主要配置](#wal主要配置) + - [复制槽](#复制槽) + - [局限性](#局限性) + - [FlinkX PostgreSQL WAL实时采集配置](#flinkx-postgresql-wal实时采集配置) + - [postgresql.conf设置](#postgresqlconf设置) + - [部分核心代码分析](#部分核心代码分析) + - [执行发布SQL](#执行发布sql) + - [创建一个逻辑复制流](#创建一个逻辑复制流) + - [业务处理](#业务处理) + + + +
+ +PostgreSQL 实时采集是基于 PostgreSQL的逻辑复制以及逻辑解码功能来完成的。逻辑复制同步数据的原理是，在wal日志产生的数据库上，由逻辑解析模块对wal日志进行初步的解析,它的解析结果为ReorderBufferChange（可以简单理解为HeapTupleData），再由pgoutput plugin对中间结果进行过滤和消息化拼接后，然后将其发送到订阅端，订阅端通过逻辑解码功能进行解析。 + +## 版本限制 +逻辑复制是pgsql10.0版本之后才支持的，因此此方案只支持10.0之后版本 + + +## 主要涉及模块说明 +| Logical Decoding | PostgreSQL 的逻辑日志来源于解析物理 WAL 日志。
解析 WAL 成为逻辑数据的过程叫 Logical Decoding。 | +| :--- | :--- | +| Replication Slots | 保存逻辑或物理流复制的基础信息。类似 Mysql 的位点信息。
一个 逻辑 slot 创建后，它的相关信息可以通过 pg_replication_slots 系统视图获取。
如果它在 active 状态，则可以通过系统视图 pg_stat_replication 看到一些 slot 的实时的状态信息。 | +| Output Plugins | PostgreSQL 的逻辑流复制协议开放一组可编程接口，用于自定义输数据到客户端的逻辑数据的格式。
这部分实现使用插件的方式被内核集成和使用，称作 Output Plugins。 | +| Exported Snapshots | 当一个逻辑流复制 slot 被创建时，系统会产生一个快照。客户端可以通过它订阅到数据库任意时间点的数据变化。 | + + + +对于修改一条数据之后 ，pgsql订阅端decode解析后的数据格式为 +```json +{"id":"schema1.test1", + "schema":"schema1", +"table":"test1", + "columnList":[ + {"name":"id","type":"int4","index":0}, + {"name":"name","type":"varchar","index":1} + ], + "oldData":["2","23"], + "newData":["2","name1"], + "type":"UPDATE", + "currentLsn":23940928, + "ts":1596358573614 +} +``` +主要包含schema table以及类型`INSERT`， `UPDATE`和`DELETE`以及WAL日志id等相关信息
+
+ + +## 逻辑复制 +逻辑复制使用_发布_和_订阅_模型， 其中一个或多个_订阅者_订阅_发布者_ 节点上的一个或多个_发布_。 订阅者从他们订阅的发布中提取数据,逻辑复制是根据复制标识（通常是主键）复制数据对象及其更改的一种方法，因此在上面订阅端收到消息数据实例中可以发现 具备数据库以及表信息外 还具备修改前数据，修改后数据信息以及执行的type和对应的WAL日志ID + +发布可以选择将它们所产生的改变限制在`INSERT`， `UPDATE`和`DELETE`的任意组合上， 类似于触发器被特定事件类型触发。默认情况下，复制所有操作类型。
已发布的table必须配置一个“副本标识”以便能够复制 `UPDATE`和`DELETE`操作， 这样可以在订阅者端识别适当的行来更新或删除。默认情况下，这是主键， 如果有的话。另外唯一的索引（有一些额外的要求）也可以被设置为副本标识。 如果表没有任何合适的键，那么它可以设置为复制标识“full”， 这意味着整个行成为键。但是，这是非常低效的， 并且只能在没有其他可能的解决方案时用作后备
+ + +## 创建发布 +为哪些表设置创建一个发布 +```sql +CREATE PUBLICATION name + [ FOR TABLE [ ONLY ] table_name [ * ] [, ...] + | FOR ALL TABLES ] + [ WITH ( publication_parameter [= value] [, ... ] ) ] +``` + + + +## WAL日志 +WAL 是 Write Ahead Log的缩写,中文称之为预写式日志。WAL log也被简称为xlog，每一次change操作都是先写日志再写数据,保证了事务持久性和数据完整性同时又尽量地避免了频繁IO对性能的影响。WAL的中心概念是**数据文件（存储着表和索引）的修改必须在这些动作被日志记录之后才被写入**
WAL日志保存在pg_xlog下，每个xlog文件默认是16MB,为了满足恢复需求，在xlog目录下会产生多个WAL日志，不需要的WAL日志将会被覆盖
WAL具备归档功能，通过归档的WAL文件可以恢复数据库到WAL日志覆盖时间内的任意一个时间点的状态并且有了WAL日志之后，逻辑复制就可以在WAL日志生成之后，对其进行一系列操作之后传递给订阅客户端，使得订阅客户端能实时获取到源服务器上的修改数据
+ + +### WAL何时被写入 +WAL也有个内存缓冲区WAL Buffer，WAL都是先写入缓存中，对于事务操作，缓存的WAL日志是在事务提交的时候写入磁盘的，对于非事务型的由一个异步线程追加进日志文件或者在checkPoint(数据脏页缓存写入磁盘需要先刷新WAL缓存)的时候写入。
+ + +### WAL主要配置 +``` +wal_level 可以选择为minimal, replica, or logical 使用逻辑复制需要设置为logical + +fsync boolean类型 表示是否使用fsync()系统调用把WAL文件刷新到物理磁盘，确保数据库在操作系统或硬件奔溃的情况下可恢复到最终状态 默认是on + +synchronous_commit boolean类型 声明提交一个事务是否需要等待其把WAL日志写入磁盘后再返回，默认值是’on’ + +on：默认值，为on且没有开启同步备库的时候,会当wal日志真正刷新到磁盘永久存储后才会返回客户端事务已提交成功, + 当为on且开启了同步备库的时候(设置了synchronous_standby_names),必须要等事务日志刷新到本地磁盘,并且还要等远程备库也提交到磁盘才能返回客户端已经提交. + +remote_apply：提交将等待， 直到来自当前同步备用数据库的回复表明它们已收到事务的提交记录并应用它， 以便它对备用数据库上的查询可见。 + +remote_write：提交将等待，直到来自当前同步的后备服务器的一个回复指示该服务器已经收到了该事务的提交记录并且已经把该记录写出到后备服务器的操作系统。 + +local：当事务提交时,仅写入本地磁盘即可返回客户端事务提交成功,而不管是否有同步备库。 + +off：写到缓存中就会向客户端返回提交成功，但也不是一直不刷到磁盘，延迟写入磁盘,延迟的时间为最大3倍的wal_writer_delay参数的(默认200ms)的时间,所有如果即使关闭synchronous_commit,也只会造成最多600ms的事务丢失 可能会造成一些最近已提交的事务丢失，但数据库状态是一致的，就像这些事务已经被干净地中止。但对高并发的小事务系统来说,性能来说提升较大。 + + +wal_sync_method enum类型 用来指定向磁盘强制更新WAL日志数据的方法open_datasync fdatasync fsync_writethrough fsync open_sync + + + +Wal_writer_delay 指定wal writer process 把WAL日志写入磁盘的周期 在每个周期中会先把缓存中的WAL日志刷到磁盘 + +``` + + + +## 复制槽 +每个订阅都将通过一个复制槽接收更改，记录某个订阅者的WAL接收情况。
在源数据库写入修改频繁导致WAL日志的写入速度很快，导致大量WAL日志生成，或者订阅者接受日志很慢，在消费远远小于生产的时候,会导致源数据库上的WAL日志还没有传递到备库就被回卷覆盖掉了，如果被覆盖掉的WAL日志文件又没有归档备份，那么订阅者就再也无法消费到此数据。
复制槽则保存了此订阅的接收信息，使得未被接收的WAL日日志不会被回收 + +注意
数据库会记录slot的wal复制位点，并在wal文件夹中保留所有未发送的wal文件，如果客户创建了slot但是后期不再使用就有可能导致数据库的wal日志爆仓，需要及时删除不用的slot
+
可通过以下SQL获取相关信息 +```sql +select * from pg_replication_slots; +``` +字段含义 +```text +Name Type References Description +slot_name name 复制槽的唯一的集群范围标识符 +plugin name 正在使用的包含逻辑槽输出插件的共享对象的基本名称，对于物理插槽则为null。 +slot_type text 插槽类型 - 物理或逻辑 +datoid oid 该插槽所关联的数据库的OID，或为空。 只有逻辑插槽才具有关联的数据库。 +database text 该插槽所关联的数据库的名称，或为空。 只有逻辑插槽才具有关联的数据库。 +active boolean 如果此插槽当前正在使用，则为真 +active_pid integer 如果当前正在使用插槽，则使用此插槽的会话的进程ID。 NULL如果不活动。 +xmin xid 此插槽需要数据库保留的最早事务。 VACUUM无法删除任何后来的事务删除的元组。 +catalog_xmin xid 影响该插槽需要数据库保留的系统目录的最早的事务。 VACUUM不能删除任何后来的事务删除的目录元组。 +restart_lsn pg_lsn 最老的WAL的地址（LSN）仍然可能是该插槽的使用者所需要的，因此在检查点期间不会被自动移除 +``` + + + +## 局限性 + +- 不复制数据库模式和DDL命令。初始模式可以使用`pg_dump --schema-only` 手动复制。后续的模式更改需要手动保持同步。（但是请注意， 两端的架构不需要完全相同。）当实时数据库中的模式定义更改时，逻辑复制是健壮的： 当模式在发布者上发生更改并且复制的数据开始到达订阅者但不符合表模式， 复制将错误，直到模式更新。在很多情况下， 间歇性错误可以通过首先将附加模式更改应用于订阅者来避免。
+- 不复制序列数据。序列支持的序列或标识列中的数据当然会作为表的一部分被复制， 但序列本身仍然会显示订阅者的起始值。如果订阅者被用作只读数据库， 那么这通常不成问题。但是，如果打算对订阅者数据库进行某种切换或故障切换， 则需要将序列更新为最新值，方法是从发布者复制当前数据 （可能使用`pg_dump`）或者从表中确定足够高的值。
+- 不复制`TRUNCATE`命令。当然，可以通过使用`DELETE` 来解决。为了避免意外的`TRUNCATE`调用，可以撤销表的 `TRUNCATE`权限。
+- 不复制大对象 没有什么解决办法，除非在普通表中存储数据。 +- 复制只能从基表到基表。也就是说，发布和订阅端的表必须是普通表，而不是视图， 物化视图，分区根表或外部表。对于分区，您可以一对一地复制分区层次结构， 但目前不能复制到不同的分区设置。尝试复制基表以外的表将导致错误 + + +
+ + +## FlinkX PostgreSQL WAL实时采集配置 + +### postgresql.conf设置 +``` +wal_level = logical +``` + + +用于复制链接的角色必须具有`REPLICATION`属性(或者是超级用户) 需要在pg_hba.conf做出如下配置 +``` +host replication all 10.0.3.0/24 md5 +``` + + +## 部分核心代码分析 + + + +### 执行发布SQL +逻辑复制流是发布/订阅模型，因此生成流之前 先进行发布 +```java +public static final String PUBLICATION_NAME = "dtstack_flinkx"; +public static final String CREATE_PUBLICATION = "CREATE PUBLICATION %s FOR ALL TABLES;"; +public static final String QUERY_PUBLICATION = "SELECT COUNT(1) FROM pg_publication WHERE pubname = '%s';"; + +先执行查找sql 判断是否存在 dtstack_flinkx 的 PUBLICATION +如果不存在 执行创建sql语句 +conn.createStatement() + .execute(String.format(CREATE_PUBLICATION, PUBLICATION_NAME)); +``` + + + +### 创建一个逻辑复制流 +```java + ChainedLogicalStreamBuilder builder = conn.getReplicationAPI() + .replicationStream() //定义一个逻辑复制流 + .logical() //级别是logical + .withSlotName(format.getSlotName())//复制槽名称 + //协议版本。当前仅支持版本1 + .withSlotOption("proto_version", "1")//槽版本号 + //逗号分隔的要订阅的发布名称列表（接收更改）。 单个发布名称被视为标准对象名称，并可根据需要引用 + .withSlotOption("publication_names", PgWalUtil.PUBLICATION_NAME)//关联的发布名称 + .withStatusInterval(format.getStatusInterval(), TimeUnit.MILLISECONDS); + long lsn = format.getStartLsn(); + if(lsn != 0){ + builder.withStartPosition(LogSequenceNumber.valueOf(lsn)); + } + stream = builder.start(); +``` + +### 业务处理 +逻辑复制流接收到订阅的消息后 进行编码 获取到相应信息处理 +```java + public void run() { + LOG.info("PgWalListener start running....."); + try { + init(); + while (format.isRunning()) { + //接收到流对象 + ByteBuffer buffer = stream.readPending(); + if (buffer == null) { + continue; + } + //解码为table对象 具体信息为库 表 字段信息 WAL id等 + //然后就可以对其进行处理了 + Table table = decoder.decode(buffer); + if(StringUtils.isBlank(table.getId())){ + continue; + } + String type = table.getType().name().toLowerCase(); + if(!cat.contains(type)){ + continue; + } + if(!tableSet.contains(table.getId())){ + continue; + } + LOG.trace("table = {}",gson.toJson(table)); + ............... + } + } + } +``` + +
\ No newline at end of file diff --git a/docs/realTime/reader/LogMiner.md b/docs/realTime/reader/LogMiner.md new file mode 100644 index 0000000000..8e159692e3 --- /dev/null +++ b/docs/realTime/reader/LogMiner.md @@ -0,0 +1,236 @@ +# Oracle LogMiner Reader + + + +- [Oracle LogMiner Reader](#oracle-logminer-reader) + - [一、插件名称](#一插件名称) + - [二、支持的数据源版本](#二支持的数据源版本) + - [三、数据库配置](#三数据库配置) + - [四、基本原理](#四基本原理) + - [五、参数说明](#五参数说明) + - [六、配置示例](#六配置示例) + + + +
+ +## 一、插件名称 +名称：**oraclelogminerreader** + +
+ +## 二、支持的数据源版本 +**支持Oracle 10，Oracle 11以及Oracle12单机版，不支持RAC模式，暂不支持Oracle18、Oracle19** + +
+ +## 三、数据库配置 +[Oracle配置LogMiner](../other/LogMiner配置.md) + +
+ +## 四、基本原理 +[FlinkX Oracle LogMiner实时采集基本原理](../other/LogMiner原理.md) + +
+ +## 五、参数说明 + +- **jdbcUrl** + - 描述：Oracle数据库的JDBC URL链接 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **username** + - 描述： 用户名 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **password** + - 描述： 密码 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **table** + - 描述： 需要监听的表，格式为：schema.table，多个以,分割，schema不能配置为\*，但table可以配置\*监听指定库下所有的表，如：schema1.table1,schema1.table2,schema2.\* + - 必选：否，不配置则监听除`SYS`库以外的所有库的所有表变更信息 + - 字段类型：String + - 默认值：无 + +
+ +- **cat** + - 描述：需要监听的操作数据操作类型，有UPDATE,INSERT,DELETE三种可选，大小写不敏感，多个以,分割 + - 必选：否 + - 字段类型：String + - 默认值：UPDATE,INSERT,DELETE + +
+ +- **readPosition** + - 描述：Oracle实时采集的采集起点 + - 可选值： + - all： 从Oracle数据库中最早的归档日志组开始采集(不建议使用) + - current：从任务运行时开始采集 + - time： 从指定时间点开始采集 + - scn： 从指定SCN号处开始采集 + - 必选：否 + - 字段类型：String + - 默认值：current + +
+ +- **startTime** + - 描述： 指定采集起点的毫秒级时间戳 + - 必选：当`readPosition`为`time`时，该参数必填 + - 字段类型：Long(毫秒级时间戳) + - 默认值：无 + +
+ +- **startSCN** + - 描述： 指定采集起点的SCN号 + - 必选：当`readPosition`为`scn`时，该参数必填 + - 字段类型：String + - 默认值：无 + +
+ +- **fetchSize** + - 描述： 批量从v$logmnr_contents视图中拉取的数据条数，对于大数据量的数据变更，调大该值可一定程度上增加任务的读取速度 + - 必选：否 + - 字段类型：Integer + - 默认值：1000 + +
+ +- **queryTimeout** + - 描述： LogMiner执行查询SQL的超时参数，单位秒 + - 必选：否 + - 字段类型：Long + - 默认值：300 + +
+ +- **supportAutoAddLog** + - 描述：启动LogMiner是否自动添加日志组 + - 必选：否 + - 字段类型：Boolean + - 默认值：false + +
+ +- **pavingData** + - 描述：是否将解析出的json数据拍平 + - 必选：否 + - 字段类型：String + - 默认值：false（一般配置成true比较好） + - 示例：假设解析的表为CDC,数据库schema为TUDOU，对CDC中的NAME字段做update操作，NAME原来的值为a，更新后为b，则pavingData为true时数据格式为： + + ```json + { + "scn": 1807399, + "type": "UPDATE", + "schema": "TUDOU", + "table": "CDC", + "ts": 6760525407742726144, + "opTime": "2021-01-28 11:52:02.0", + "after_NAME": "b", + "after_ID": "1", + "after_USER_ID": "1", + "before_ID": "1", + "before_USER_ID": "1", + "before_NAME": "a" + } + ``` + - pavingData为false时： + ```json + { + "message": { + "scn": 1807399, + "type": "UPDATE", + "schema": "TUDOU", + "table": "CDC", + "ts": 6760525407742726144, + "opTime": "2021-01-28 11:52:02.0", + "before": { + "ID": "1", + "USER_ID": "1", + "NAME": "a" + }, + "after": { + "NAME": "b", + "ID": "1", + "USER_ID": "1" + } + } + } + ``` + 其中： + + 1、scn：Oracle数据库变更记录对应的scn号 + 2、type：变更类型，INSERT，UPDATE、DELETE + 3、opTime：Oracle数据库中数据的变更时间 + 4、ts：自增ID，不重复，可用于排序，解码后为FlinkX的事件时间，解码规则如下： + + ```java + long id = Long.parseLong("6760525407742726144"); + long res = id >> 22; + DateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); + System.out.println(sdf.format(res)); //2021-01-28 19:54:21 + ``` + +
+ +## 六、配置示例 +```json +{ + "job": { + "content": [ + { + "reader": { + "parameter": { + "jdbcUrl": "jdbc:oracle:thin:@127.0.0.1:1521:xe", + "username": "kminer", + "password": "kminerpass", + "table": "SCHEMA1.*", + "cat": "UPDATE,INSERT,DELETE", + "startSCN": "482165", + "readPosition": "current", + "startTime": 1576540477000, + "pavingData": true, + "queryTimeout": 300 + }, + "name": "oraclelogminerreader" + }, + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } + } + ], + "setting": { + "restore": { + "isRestore" : true, + "isStream" : true + }, + "speed": { + "channel": 1 + } + } + } +} +``` + + diff --git a/docs/realTime/reader/binlogreader.md b/docs/realTime/reader/binlogreader.md index 5a7269f3cc..fdfe5a680e 100644 --- a/docs/realTime/reader/binlogreader.md +++ b/docs/realTime/reader/binlogreader.md @@ -1,16 +1,37 @@ # MySQL Binlog Reader - + + +- [MySQL Binlog Reader](#mysql-binlog-reader) + - [一、插件名称](#一插件名称) + - [二、支持的数据源版本](#二支持的数据源版本) + - [三、数据库配置](#三数据库配置) + - [1.修改配置文件](#1修改配置文件) + - [2.添加权限](#2添加权限) + - [四、参数说明](#四参数说明) + - [五、配置示例](#五配置示例) + - [1、单表监听](#1单表监听) + - [2、多表监听](#2多表监听) + - [3、正则监听](#3正则监听) + - [4、指定起始位置](#4指定起始位置) + + + +
+ ## 一、插件名称 -名称：**binlogreader**
+名称：**binlogreader** + +
- ## 二、支持的数据源版本 -**MySQL 5.X**
+**MySQL5.1.5及以上** + +
- ## 三、数据库配置 -**1.修改配置文件** +### 1.修改配置文件 +binlog_format需要修改为 ROW 格式，在/etc/my.cnf文件里[mysqld]下添加下列配置 ```sql server_id=109 log_bin = /var/lib/mysql/mysql-bin @@ -18,110 +39,153 @@ binlog_format = ROW expire_logs_days = 30 ``` -
**2.添加权限** + +### 2.添加权限 +mysql binlog权限需要三个权限 SELECT, REPLICATION SLAVE, REPLICATION CLIENT ```sql GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%' IDENTIFIED BY 'canal'; ``` -
- -## 四、参数说明
+ + + +- 缺乏SELECT权限时，报错为 +``` +com.mysql.jdbc.exceptions.jdbc4.MySQLSyntaxErrorException: +Access denied for user 'canal'@'%' to database 'binlog' +``` + +- 缺乏REPLICATION SLAVE权限时，报错为 +``` +java.io.IOException: +Error When doing Register slave:ErrorPacket [errorNumber=1045, fieldCount=-1, message=Access denied for user 'canal'@'%' +``` + +- 缺乏REPLICATION CLIENT权限时，报错为 +``` + com.mysql.jdbc.exceptions.jdbc4.MySQLSyntaxErrorException: + Access denied; you need (at least one of) the SUPER, REPLICATION CLIENT privilege(s) for this operation +``` + + +binlog为什么需要这些权限： + +- Select权限代表允许从表中查看数据 +- Replication client权限代表允许执行show master status,show slave status,show binary logs命令 +- Replication slave权限代表允许slave主机通过此用户连接master以便建立主从 复制关系 + +
+ +## 四、参数说明 + - **jdbcUrl** - 描述：MySQL数据库的jdbc连接字符串，参考文档：[Mysql官方文档](http://dev.mysql.com/doc/connector-j/en/connector-j-reference-configuration-properties.html) - 必选：是 + - 字段类型：string - 默认值：无 - +
- **username** - 描述：数据源的用户名 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 + - 字段类型：string - 默认值：无 - +
- **host** - 描述：启动MySQL slave的机器ip - 必选：是 + - 字段类型：string - 默认值：无 - +
- **port** - 描述：启动MySQL slave的端口 - 必选：否 + - 字段类型：int - 默认值：3306 - +
- **table** - 描述：需要解析的数据表。 - - 注意：指定此参数后filter参数将无效 + - 注意：指定此参数后filter参数将无效,table和filter都为空，监听jdbcUrl里的schema下所有表 - 必选：否 + - 字段类型：list - 默认值：无 - +
- **filter** - 描述：过滤表名的Perl正则表达式 + - 注意：table和filter都为空，监听jdbcUrl里的schema下所有表 + - 必选：否 + - 字段类型：string + - 默认值：无 - 例子： - 所有表：`_.*_` - canal schema下所有表： `canal\..*` - canal下的以canal打头的表：`canal\.canal.*` - canal schema下的一张表：`canal\.test1` - - 必选：否 - - 默认值：无 - +
- **cat** - 描述：需要解析的数据更新类型，包括insert、update、delete三种 - - 注意：以英文逗号分割的格式填写。 + - 注意：以英文逗号分割的格式填写。如果为空，解析所有数据更新类型 - 必选：否 + - 字段类型：string - 默认值：无 - +
- **start** - 描述：要读取的binlog文件的开始位置 + - 注意：为空，则从当前position处消费，timestamp的优先级高于 journalName+position - 参数： - - journalName：采集起点按文件开始时的文件名称； - - timestamp：采集起点按时间开始时的时间戳； + - timestamp：时间戳，采集起点从指定的时间戳处消费； + - journalName：文件名，采集起点从指定文件的起始处消费； + - position：文件的指定位置，采集起点从指定文件的指定位置处消费 + - 字段类型：map - 默认值：无 - +
- **pavingData** - 描述：是否将解析出的json数据拍平 - - 示例：假设解析的表为tb1,数据库为test，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时数据格式为： + - 必选：否 + - 字段类型：boolean + - 默认值：true + - 示例：假设解析的表为tb1,数据库为test，对tb1中的id字段做update操作，id原来的值为1，更新后为2，则pavingData为true时，数据格式为： ```json { "type":"update", "schema":"test", "table":"tb1", - "ts":1231232, - "ingestion":123213, + "ts":6760525407742726144, "before_id":1, "after_id":2 } ``` - -
pavingData为false时： +pavingData为false时： ```json { "message":{ "type":"update", "schema":"test", "table":"tb1", - "ts":1231232, - "ingestion":123213, + "ts":6760525407742726144, "before":{ "id":1 }, @@ -131,210 +195,248 @@ GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%' IDENTI } } ``` -其中”ts“是数据变更时间，ingestion是插件解析这条数据的纳秒时间 +- type：变更类型，INSERT，UPDATE、DELETE +- ts：自增ID，不重复，可用于排序，解码后为FlinkX的事件时间，解码规则如下: +```java + long id = Long.parseLong("6760525407742726144"); + long res = id >> 22; + DateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); + System.out.println(sdf.format(res)); //2021-01-28 19:54:21 +``` + +
+ +- **slaveId** + - 描述：从服务器的ID + - 注意：同一个MYSQL复制组内不能重复 - 必选：否 - - 默认值：false + - 字段类型：long + - 默认值：new Object().hashCode() + +
+- **connectionCharset** + - 描述：编码信息 + - 必选：否 + - 字段类型：string + - 默认值：UTF-8 + +
+- **detectingEnable** + - 描述：是否开启心跳 + - 必选：否 + - 字段类型：boolean + - 默认值：true + +
+ +- **detectingSQL** + - 描述：心跳SQL + - 必选：否 + - 字段类型：string + - 默认值：SELECT CURRENT_DATE + +
+ +- **enableTsdb** + - 描述：是否开启时序表结构能力 + - 必选：否 + - 字段类型：boolean + - 默认值：true + +
- **bufferSize** - 描述：并发缓存大小 - 注意：必须为2的幂 - 必选：否 - 默认值：1024 - + +
+ +- **parallel** + - 描述：是否开启并行解析binlog日志 + - 必选：否 + - 字段类型：boolean + - 默认值：true + +
+ +- **parallelThreadSize** + - 描述：并行解析binlog日志线程数 + - 注意：只有 paraller 设置为true才生效 + - 必选：否 + - 字段类型：int + - 默认值：2 + +
+ +- **isGTIDMode** + - 描述：是否开启gtid模式 + - 必选：否 + - 字段类型：boolean + - 默认值：false + +
+ ## 五、配置示例 - -#### 1、单表监听 +### 1、单表监听 ```json { - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "tudou", - "password" : "abc123", - "cat" : "insert,delete,update", - "jdbcUrl" : "jdbc:mysql://kudu3:3306/tudou", - "host" : "kudu3", - "start" : { + "job": { + "content": [ + { + "reader": { + "parameter": { + "table": ["table"], + "password": "passwd", + "database": "database", + "port": 3306, + "cat": "DELETE,INSERT,UPDATE", + "host": "host", + "jdbcUrl": "jdbc:mysql://host:port/schema", + "pavingData": true, + "username": "name" }, - "table" : [ "binlog" ], - "pavingData" : true, - "username" : "dtstack" - }, - "name" : "binlogreader" - }, - "writer" : { - "parameter" : { - "print" : true + "name": "binlogreader" }, - "name" : "streamwriter" + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } } - } ], - "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : 0, - "channel" : 1 + ], + "setting": { + "restore": { + "isStream": true }, - "log" : { - "isLogger": false, - "level" : "trace", - "path" : "", - "pattern":"" + "speed": { + "channel": 1 } } } } ``` - -#### 2、多表监听 +### 2、多表监听 ```json { - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "tudou", - "password" : "abc123", - "cat" : "insert,delete,update", - "jdbcUrl" : "jdbc:mysql://kudu3:3306/tudou", - "host" : "kudu3", - "start" : { + "job": { + "content": [ + { + "reader": { + "parameter": { + "table": ["table1","table2"], + "password": "passwd", + "database": "database", + "port": 3306, + "cat": "DELETE,INSERT,UPDATE", + "host": "host", + "jdbcUrl": "jdbc:mysql://host:port/schema", + "pavingData": true, + "username": "name" }, - "table" : ["kudu1", "kudu2"], - "filter" : "", - "pavingData" : true, - "username" : "dtstack" - }, - "name" : "binlogreader" - }, - "writer" : { - "parameter" : { - "print" : true + "name": "binlogreader" }, - "name" : "streamwriter" + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } } - } ], - "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : 0, - "channel" : 1 + ], + "setting": { + "restore": { + "isStream": true }, - "log" : { - "isLogger": false, - "level" : "trace", - "path" : "", - "pattern":"" + "speed": { + "channel": 1 } } } } ``` - -#### 3、正则监听 +### 3、正则监听 ```json { - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "tudou", - "password" : "abc123", - "cat" : "insert,delete,update", - "jdbcUrl" : "jdbc:mysql://kudu3:3306/tudou", - "host" : "kudu3", - "start" : { + "job": { + "content": [ + { + "reader": { + "parameter": { + "filter": "schema\\..*", + "password": "passwd", + "database": "database", + "port": 3306, + "cat": "DELETE,INSERT,UPDATE", + "host": "host", + "jdbcUrl": "jdbc:mysql://host:port/schema", + "pavingData": true, + "username": "name" }, - "filter" : "tudou\\.kudu.*", - "pavingData" : true, - "username" : "dtstack" + "name": "binlogreader" }, - "name" : "binlogreader" - }, - "writer" : { - "parameter" : { - "print" : true - }, - "name" : "streamwriter" + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } } - } ], - "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : true + ], + "setting": { + "restore": { + "isStream": true }, - "errorLimit" : { }, - "speed" : { - "bytes" : 0, - "channel" : 1 - }, - "log" : { - "isLogger": false, - "level" : "trace", - "path" : "", - "pattern":"" + "speed": { + "channel": 1 } } } } ``` - -#### 4、指定起始位置 +### 4、指定起始位置 ```json { - "job" : { - "content" : [ { - "reader" : { - "parameter" : { - "schema" : "tudou", - "password" : "abc123", - "cat" : "insert,delete,update", - "jdbcUrl" : "jdbc:mysql://kudu3:3306/tudou", - "host" : "kudu3", - "start" : { - "journalName": "mysql-bin.000002", - "timestamp" : 1589353414000 + "job": { + "content": [ + { + "reader": { + "parameter": { + "filter": "schema\\..*", + "password": "passwd", + "database": "database", + "port": 3306, + "start" : { + "journalName": "binlog.000031", + "position": 4 + }, + "cat": "DELETE,INSERT,UPDATE", + "host": "host", + "jdbcUrl": "jdbc:mysql://host:port/schema", + "pavingData": true, + "username": "name" }, - "table" : ["kudu"], - "pavingData" : true, - "username" : "dtstack" - }, - "name" : "binlogreader" - }, - "writer" : { - "parameter" : { - "print" : true + "name": "binlogreader" }, - "name" : "streamwriter" + "writer": { + "parameter": { + "print": true + }, + "name": "streamwriter" + } } - } ], - "setting" : { - "restore" : { - "isRestore" : false, - "isStream" : true - }, - "errorLimit" : { }, - "speed" : { - "bytes" : 0, - "channel" : 1 + ], + "setting": { + "restore": { + "isStream": true }, - "log" : { - "isLogger": false, - "level" : "trace", - "path" : "", - "pattern":"" + "speed": { + "channel": 1 } } } @@ -342,6 +444,3 @@ GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%' IDENTI ``` - -## 六、问题排查 -采集mysql binlog 发现采集不到数据
1、查看binlog是否开启
       `show variables like '%log_bin%' ; ` 
2、binlog_format 是否设置为ROW
        注意 binlog_format 必须设置为 ROW, 因为在 STATEMENT 或 MIXED 模式下, Binlog 只会记录和传输 SQL 语句（以减少日志大小），而不包含具体数据，我们也就无法保存了。
3、从节点通过一个专门的账号连接主节点，这个账号需要拥有全局的 REPLICATION 权限。我们可以使用 GRANT 命令创建这样的账号：
     GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT
    ON *.* TO 'canal'@'%' IDENTIFIED BY 'canal';
  参考：[https://blog.csdn.net/zjerryj/article/details/77152226](https://blog.csdn.net/zjerryj/article/details/77152226) diff --git a/docs/realTime/reader/emqxreader.md b/docs/realTime/reader/emqxreader.md index a4b6ae60b2..aec21267ba 100644 --- a/docs/realTime/reader/emqxreader.md +++ b/docs/realTime/reader/emqxreader.md @@ -1,41 +1,61 @@ # Emqx Reader + + +- [Emqx Reader](#emqx-reader) + - [一、插件名称](#一插件名称) + - [二、支持的数据源版本](#二支持的数据源版本) + - [三、参数说明
](#三参数说明br-) + - [四、配置示例](#四配置示例) + + + +
## 一、插件名称 名称：**emqxreader**
+
+ ## 二、支持的数据源版本 **Emqx 4.0及以上**
+ +
+ ## 三、参数说明
- **broker** - 描述：连接URL信息 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **topic** - 描述：订阅主题 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **username** - 描述：认证用户名 - 必选：否 + - 字段类型:String - 默认值：无 - +
- **password** - 描述：认证密码 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **isCleanSession** @@ -43,8 +63,9 @@ - false：MQTT服务器保存于客户端会话的的主题与确认位置； - true：MQTT服务器不保存于客户端会话的的主题与确认位置 - 必选：否 + - 字段类型：boolean - 默认值：true - +
- **qos** @@ -53,8 +74,9 @@ - 1：AT_LEAST_ONCE，至少一次； - 2：EXACTLY_ONCE，精准一次； - 必选：否 + - 字段类型：int - 默认值：2 - +
- **codec** @@ -66,9 +88,10 @@ - 当其中不包含message字段时，增加一个key为message，value为原始消息字符串的键值对，如：`{"key": "key", "value": "value", "message": "{\"key\": \"key\", \"value\": \"value\"}"}` - 若改字符串不为json格式，则按照plain类型进行处理 - 必选：否 + -字段类型：String - 默认值：plain - +
## 四、配置示例 @@ -78,13 +101,17 @@ "content": [{ "reader": { "parameter" : { - "broker" : "tcp://0.0.0.1:1883", + "broker" : "tcp://localhost:1883", "topic" : "test", - "username" : "username", - "password" : "password", + "username" : "admin", + "password" : "public", "isCleanSession": true, "qos": 2, - "codec": "plain" + "codec": "plain", + "column" : [ { + "name": "message", + "type" : "string" + }] }, "name" : "emqxreader" }, diff --git a/docs/realTime/reader/kafkareader.md b/docs/realTime/reader/kafkareader.md index bd94bc72ad..f754c2846d 100644 --- a/docs/realTime/reader/kafkareader.md +++ b/docs/realTime/reader/kafkareader.md @@ -1,5 +1,21 @@ # Kafka Reader + + +- [Kafka Reader](#kafka-reader) + - [一、插件名称](#一插件名称) + - [二、参数说明](#二参数说明) + - [三、配置示例](#三配置示例) + - [1、kafka09](#1kafka09) + - [2、kafka10](#2kafka10) + - [3、kafka11](#3kafka11) + - [4、kafka](#4kafka) + - [5、kafka->Hive](#5kafka-hive) + + + +
+ ## 一、插件名称 kafka插件存在四个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： @@ -10,7 +26,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 | kafka 0.11 | kafka11reader | | kafka 1.0及以后 | kafkareader | - +
## 二、参数说明 @@ -78,7 +94,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 ```json [ { - "message":"{\"key\": \"key\", \"value\": \"value\"}" + "message":"{\"key\": \"key\", \"message\": \"value\"}" } ] ``` @@ -137,9 +153,10 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } ``` +
## 三、配置示例 -#### 1、kafka09 +### 1、kafka09 ```json { "job" : { @@ -176,7 +193,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 2、kafka10 +### 2、kafka10 ```json { "job": { @@ -215,7 +232,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 3、kafka11 +### 3、kafka11 ```json { "job" : { @@ -252,7 +269,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 4、kafka +### 4、kafka ```json { "job" : { @@ -291,7 +308,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 5、kafka->Hive +### 5、kafka->Hive ```json { "job": { diff --git a/docs/realTime/reader/mongodboplogreader.md b/docs/realTime/reader/mongodboplogreader.md index ece557f274..8b7ad0a590 100644 --- a/docs/realTime/reader/mongodboplogreader.md +++ b/docs/realTime/reader/mongodboplogreader.md @@ -1,13 +1,30 @@ # MongoDB Oplog Reader + + +- [MongoDB Oplog Reader](#mongodb-oplog-reader) + - [一、插件名称](#一插件名称) + - [二、数据源版本](#二数据源版本) + - [三、数据源配置](#三数据源配置) + - [四、参数说明](#四参数说明) + - [五、使用示例](#五使用示例) + - [采集test库下的所有集合](#采集test库下的所有集合) + + + +
## 一、插件名称 名称：**mongodboplogreader**
+
+ ## 二、数据源版本 **MongoDB 4.0及以上**
+
+ ## 三、数据源配置 [MongoDB 4.0副本集搭建](https://dtstack.yuque.com/rd-center/udi643/gufhya)
@@ -20,63 +37,63 @@ - 必选：是 - 默认值：无 - +
- **username** - 描述： 用户名 - 必选：是 - 默认值：无 - +
- **password** - 描述： 密码 - 必选：是 - 默认值：无 - +
- **authenticationMechanism** - 描述： 认证机制，可选：GSSAPI、PLAIN、MONGODB-X509、MONGODB-CR、SCRAM-SHA-1、SCRAM-SHA-256 - 必选：否 - 默认值：无 - +
- **clusterMode** - 描述： 集群模式，可选：REPLICA_SET、MASTER_SLAVE - 必选：是 - 默认值：无 - +
- **monitorDatabases** - 描述： 要监听的库 - 必选：否 - 默认值：无 - +
- **monitorCollections** - 描述：要监听的集合 - 必选：否 - 默认值：无 - +
- **operateType** - 描述：要监听的操作类型，可选：insert、update、delete - 必选：否 - 默认值：无 - +
- **excludeDocId** - 描述：是否排除_id字段 - 必选：否 - 默认值：false - +
- **pavingData** - 描述：是否将解析出的json数据拍平 diff --git a/docs/realTime/reader/pgwalreader.md b/docs/realTime/reader/pgwalreader.md index 9390b88ec2..28940e095a 100644 --- a/docs/realTime/reader/pgwalreader.md +++ b/docs/realTime/reader/pgwalreader.md @@ -1,47 +1,73 @@ # PostgreSQL WAL Reader + + + + +- [PostgreSQL WAL Reader](#postgresql-wal-reader) + - [一、插件名称](#一插件名称) + - [二、数据源版本](#二数据源版本) + - [三、数据库原理及配置](#三数据库原理及配置) + - [四、使用说明](#四使用说明) + - [五、参数说明
](#五参数说明br-) + - [五、配置示例](#五配置示例) + + + +
## 一、插件名称 名称：**pgwalreader**
+
+ ## 二、数据源版本 **PostgreSQL数据库版本至少为10.0及以上**
+
+ +## 三、数据库原理及配置 +[FlinkX PostgreSQL WAL实时采集基本原理及配置](../other/PgWal原理及配置.md) + +
+ -## 三、使用说明 +## 四、使用说明 1、预写日志级别(wal_level)必须为logical
2、该插件基于PostgreSQL逻辑复制及逻辑解码功能实现的，因此PostgreSQL账户至少拥有replication权限，若允许创建slot，则至少拥有超级管理员权限
3、详细原理请参见[PostgreSQL官方文档](http://postgres.cn/docs/10/index.html)
+
+ -## 四、参数说明
+## 五、参数说明
- **jdbcUrl** - 描述：PostgreSQL数据库的jdbc连接字符串，参考文档：[PostgreSQL官方文档](https://jdbc.postgresql.org/documentation/head/connect.html) - 必选：是 - 默认值：无 - +
- **username** - 描述：数据源的用户名 - 必选：是 - 默认值：无 - +
- **password** - 描述：数据源指定用户名的密码 - 必选：是 - 默认值：无 - +
- **tableList** - 描述：需要解析的数据表，格式为schema.table - 必选：否 - 默认值：无 - +
- **cat** - 描述：需要解析的数据更新类型，包括insert、update、delete三种 @@ -49,21 +75,21 @@ - 必选：是 - 默认值：无 - +
- **statusInterval** - 描述：复制期间，数据库和使用者定期交换ping消息。如果数据库或客户端在配置的超时时间内未收到ping消息，则复制被视为已停止，并且将引发异常，并且数据库将释放资源。在PostgreSQL中，ping超时由属性wal_sender_timeout配置（默认= 60秒）。可以将pgjdc中的复制流配置为在需要时或按时间间隔发送反馈（ping）。建议比配置的wal_sender_timeout更频繁地向数据库发送反馈（ping）。在生产环境中，我使用等于wal_sender_timeout / 3的值。它避免了网络潜在的问题，并且可以在不因超时而断开连接的情况下传输更改 - 必选：否 - 默认值：2000 - +
- **lsn** - 描述：要读取PostgreSQL WAL日志序列号的开始位置 - 必选：否 - 默认值：0 - +
- **slotName** - 描述：复制槽名称，根据该值去寻找或创建复制槽 @@ -71,21 +97,21 @@ - 必选：否 - 默认值：无 - +
- **allowCreateSlot** - 描述：是否允许创建复制槽 - 必选：否 - 默认值：true - +
- **temporary** - 描述：复制槽是否为临时性的，true：是；false：否 - 必选：否 - 默认值：true - +
- **pavingData** - 描述：是否将解析出的json数据拍平 @@ -124,7 +150,7 @@ pavingData为false时： - 必选：否 - 默认值：false - +
## 五、配置示例 @@ -182,221 +208,4 @@ pavingData为false时： } } } -``` - -## PostgreSQL实时采集原理 -PostgreSQL 实时采集是基于 PostgreSQL的逻辑复制以及逻辑解码功能来完成的。逻辑复制同步数据的原理是，在wal日志产生的数据库上，由逻辑解析模块对wal日志进行初步的解析,它的解析结果为ReorderBufferChange（可以简单理解为HeapTupleData），再由pgoutput plugin对中间结果进行过滤和消息化拼接后，然后将其发送到订阅端，订阅端通过逻辑解码功能进行解析。 - -### 版本限制 -逻辑复制是pgsql10.0版本之后才支持的，因此此方案只支持10.0之后版本 - - -### 主要涉及模块说明 -| Logical Decoding | PostgreSQL 的逻辑日志来源于解析物理 WAL 日志。
解析 WAL 成为逻辑数据的过程叫 Logical Decoding。 | -| :--- | :--- | -| Replication Slots | 保存逻辑或物理流复制的基础信息。类似 Mysql 的位点信息。
一个 逻辑 slot 创建后，它的相关信息可以通过 pg_replication_slots 系统视图获取。
如果它在 active 状态，则可以通过系统视图 pg_stat_replication 看到一些 slot 的实时的状态信息。 | -| Output Plugins | PostgreSQL 的逻辑流复制协议开放一组可编程接口，用于自定义输数据到客户端的逻辑数据的格式。
这部分实现使用插件的方式被内核集成和使用，称作 Output Plugins。 | -| Exported Snapshots | 当一个逻辑流复制 slot 被创建时，系统会产生一个快照。客户端可以通过它订阅到数据库任意时间点的数据变化。 | - - - -对于修改一条数据之后 ，pgsql订阅端decode解析后的数据格式为 -```json -{"id":"schema1.test1", - "schema":"schema1", -"table":"test1", - "columnList":[ - {"name":"id","type":"int4","index":0}, - {"name":"name","type":"varchar","index":1} - ], - "oldData":["2","23"], - "newData":["2","name1"], - "type":"UPDATE", - "currentLsn":23940928, - "ts":1596358573614 -} -``` -主要包含schema table以及类型`INSERT`， `UPDATE`和`DELETE`以及WAL日志id等相关信息
-
- - -### 逻辑复制 -逻辑复制使用_发布_和_订阅_模型， 其中一个或多个_订阅者_订阅_发布者_ 节点上的一个或多个_发布_。 订阅者从他们订阅的发布中提取数据,逻辑复制是根据复制标识（通常是主键）复制数据对象及其更改的一种方法，因此在上面订阅端收到消息数据实例中可以发现 具备数据库以及表信息外 还具备修改前数据，修改后数据信息以及执行的type和对应的WAL日志ID - -发布可以选择将它们所产生的改变限制在`INSERT`， `UPDATE`和`DELETE`的任意组合上， 类似于触发器被特定事件类型触发。默认情况下，复制所有操作类型。
已发布的table必须配置一个“副本标识”以便能够复制 `UPDATE`和`DELETE`操作， 这样可以在订阅者端识别适当的行来更新或删除。默认情况下，这是主键， 如果有的话。另外唯一的索引（有一些额外的要求）也可以被设置为副本标识。 如果表没有任何合适的键，那么它可以设置为复制标识“full”， 这意味着整个行成为键。但是，这是非常低效的， 并且只能在没有其他可能的解决方案时用作后备
- - -### 创建发布 -为哪些表设置创建一个发布 -```sql -CREATE PUBLICATION name - [ FOR TABLE [ ONLY ] table_name [ * ] [, ...] - | FOR ALL TABLES ] - [ WITH ( publication_parameter [= value] [, ... ] ) ] -``` - - - -### WAL日志 -WAL 是 Write Ahead Log的缩写,中文称之为预写式日志。WAL log也被简称为xlog，每一次change操作都是先写日志再写数据,保证了事务持久性和数据完整性同时又尽量地避免了频繁IO对性能的影响。WAL的中心概念是**数据文件（存储着表和索引）的修改必须在这些动作被日志记录之后才被写入**
WAL日志保存在pg_xlog下，每个xlog文件默认是16MB,为了满足恢复需求，在xlog目录下会产生多个WAL日志，不需要的WAL日志将会被覆盖
WAL具备归档功能，通过归档的WAL文件可以恢复数据库到WAL日志覆盖时间内的任意一个时间点的状态并且有了WAL日志之后，逻辑复制就可以在WAL日志生成之后，对其进行一系列操作之后传递给订阅客户端，使得订阅客户端能实时获取到源服务器上的修改数据
- - -#### WAL何时被写入 -WAL也有个内存缓冲区WAL Buffer，WAL都是先写入缓存中，对于事务操作，缓存的WAL日志是在事务提交的时候写入磁盘的，对于非事务型的由一个异步线程追加进日志文件或者在checkPoint(数据脏页缓存写入磁盘需要先刷新WAL缓存)的时候写入。
- - -#### WAL主要配置 -``` -wal_level 可以选择为minimal, replica, or logical 使用逻辑复制需要设置为logical - -fsync boolean类型 表示是否使用fsync()系统调用把WAL文件刷新到物理磁盘，确保数据库在操作系统或硬件奔溃的情况下可恢复到最终状态 默认是on - -synchronous_commit boolean类型 声明提交一个事务是否需要等待其把WAL日志写入磁盘后再返回，默认值是’on’ - -on：默认值，为on且没有开启同步备库的时候,会当wal日志真正刷新到磁盘永久存储后才会返回客户端事务已提交成功, - 当为on且开启了同步备库的时候(设置了synchronous_standby_names),必须要等事务日志刷新到本地磁盘,并且还要等远程备库也提交到磁盘才能返回客户端已经提交. - -remote_apply：提交将等待， 直到来自当前同步备用数据库的回复表明它们已收到事务的提交记录并应用它， 以便它对备用数据库上的查询可见。 - -remote_write：提交将等待，直到来自当前同步的后备服务器的一个回复指示该服务器已经收到了该事务的提交记录并且已经把该记录写出到后备服务器的操作系统。 - -local：当事务提交时,仅写入本地磁盘即可返回客户端事务提交成功,而不管是否有同步备库。 - -off：写到缓存中就会向客户端返回提交成功，但也不是一直不刷到磁盘，延迟写入磁盘,延迟的时间为最大3倍的wal_writer_delay参数的(默认200ms)的时间,所有如果即使关闭synchronous_commit,也只会造成最多600ms的事务丢失 可能会造成一些最近已提交的事务丢失，但数据库状态是一致的，就像这些事务已经被干净地中止。但对高并发的小事务系统来说,性能来说提升较大。 - - -wal_sync_method enum类型 用来指定向磁盘强制更新WAL日志数据的方法open_datasync fdatasync fsync_writethrough fsync open_sync - - - -Wal_writer_delay 指定wal writer process 把WAL日志写入磁盘的周期 在每个周期中会先把缓存中的WAL日志刷到磁盘 - -``` - - - -### 复制槽 -每个订阅都将通过一个复制槽接收更改，记录某个订阅者的WAL接收情况。
在源数据库写入修改频繁导致WAL日志的写入速度很快，导致大量WAL日志生成，或者订阅者接受日志很慢，在消费远远小于生产的时候,会导致源数据库上的WAL日志还没有传递到备库就被回卷覆盖掉了，如果被覆盖掉的WAL日志文件又没有归档备份，那么订阅者就再也无法消费到此数据。
复制槽则保存了此订阅的接收信息，使得未被接收的WAL日日志不会被回收 - -注意
数据库会记录slot的wal复制位点，并在wal文件夹中保留所有未发送的wal文件，如果客户创建了slot但是后期不再使用就有可能导致数据库的wal日志爆仓，需要及时删除不用的slot
-
可通过以下SQL获取相关信息 -```sql -select * from pg_replication_slots; -``` -字段含义 -```text -Name Type References Description -slot_name name 复制槽的唯一的集群范围标识符 -plugin name 正在使用的包含逻辑槽输出插件的共享对象的基本名称，对于物理插槽则为null。 -slot_type text 插槽类型 - 物理或逻辑 -datoid oid 该插槽所关联的数据库的OID，或为空。 只有逻辑插槽才具有关联的数据库。 -database text 该插槽所关联的数据库的名称，或为空。 只有逻辑插槽才具有关联的数据库。 -active boolean 如果此插槽当前正在使用，则为真 -active_pid integer 如果当前正在使用插槽，则使用此插槽的会话的进程ID。 NULL如果不活动。 -xmin xid 此插槽需要数据库保留的最早事务。 VACUUM无法删除任何后来的事务删除的元组。 -catalog_xmin xid 影响该插槽需要数据库保留的系统目录的最早的事务。 VACUUM不能删除任何后来的事务删除的目录元组。 -restart_lsn pg_lsn 最老的WAL的地址（LSN）仍然可能是该插槽的使用者所需要的，因此在检查点期间不会被自动移除 -``` - - - -### 局限性 - -- 不复制数据库模式和DDL命令。初始模式可以使用`pg_dump --schema-only` 手动复制。后续的模式更改需要手动保持同步。（但是请注意， 两端的架构不需要完全相同。）当实时数据库中的模式定义更改时，逻辑复制是健壮的： 当模式在发布者上发生更改并且复制的数据开始到达订阅者但不符合表模式， 复制将错误，直到模式更新。在很多情况下， 间歇性错误可以通过首先将附加模式更改应用于订阅者来避免。
-- 不复制序列数据。序列支持的序列或标识列中的数据当然会作为表的一部分被复制， 但序列本身仍然会显示订阅者的起始值。如果订阅者被用作只读数据库， 那么这通常不成问题。但是，如果打算对订阅者数据库进行某种切换或故障切换， 则需要将序列更新为最新值，方法是从发布者复制当前数据 （可能使用`pg_dump`）或者从表中确定足够高的值。
-- 不复制`TRUNCATE`命令。当然，可以通过使用`DELETE` 来解决。为了避免意外的`TRUNCATE`调用，可以撤销表的 `TRUNCATE`权限。
-- 不复制大对象 没有什么解决办法，除非在普通表中存储数据。 -- 复制只能从基表到基表。也就是说，发布和订阅端的表必须是普通表，而不是视图， 物化视图，分区根表或外部表。对于分区，您可以一对一地复制分区层次结构， 但目前不能复制到不同的分区设置。尝试复制基表以外的表将导致错误 - - - - -### PostgreSQL实时采集配置 - -#### postgresql.conf设置 -``` -wal_level = logical -``` - - -用于复制链接的角色必须具有`REPLICATION`属性(或者是超级用户) 需要在pg_hba.conf做出如下配置 -``` -host replication all 10.0.3.0/24 md5 -``` - - -### 部分核心代码分析 - - - -#### 执行发布SQL -逻辑复制流是发布/订阅模型，因此生成流之前 先进行发布 -```java -public static final String PUBLICATION_NAME = "dtstack_flinkx"; -public static final String CREATE_PUBLICATION = "CREATE PUBLICATION %s FOR ALL TABLES;"; -public static final String QUERY_PUBLICATION = "SELECT COUNT(1) FROM pg_publication WHERE pubname = '%s';"; - -先执行查找sql 判断是否存在 dtstack_flinkx 的 PUBLICATION -如果不存在 执行创建sql语句 -conn.createStatement() - .execute(String.format(CREATE_PUBLICATION, PUBLICATION_NAME)); -``` - - - -#### 创建一个逻辑复制流 -```java - ChainedLogicalStreamBuilder builder = conn.getReplicationAPI() - .replicationStream() //定义一个逻辑复制流 - .logical() //级别是logical - .withSlotName(format.getSlotName())//复制槽名称 - //协议版本。当前仅支持版本1 - .withSlotOption("proto_version", "1")//槽版本号 - //逗号分隔的要订阅的发布名称列表（接收更改）。 单个发布名称被视为标准对象名称，并可根据需要引用 - .withSlotOption("publication_names", PgWalUtil.PUBLICATION_NAME)//关联的发布名称 - .withStatusInterval(format.getStatusInterval(), TimeUnit.MILLISECONDS); - long lsn = format.getStartLsn(); - if(lsn != 0){ - builder.withStartPosition(LogSequenceNumber.valueOf(lsn)); - } - stream = builder.start(); -``` - -#### 业务处理 -逻辑复制流接收到订阅的消息后 进行编码 获取到相应信息处理 -```java - public void run() { - LOG.info("PgWalListener start running....."); - try { - init(); - while (format.isRunning()) { - //接收到流对象 - ByteBuffer buffer = stream.readPending(); - if (buffer == null) { - continue; - } - //解码为table对象 具体信息为库 表 字段信息 WAL id等 - //然后就可以对其进行处理了 - Table table = decoder.decode(buffer); - if(StringUtils.isBlank(table.getId())){ - continue; - } - String type = table.getType().name().toLowerCase(); - if(!cat.contains(type)){ - continue; - } - if(!tableSet.contains(table.getId())){ - continue; - } - LOG.trace("table = {}",gson.toJson(table)); - ............... - } - } - } -``` - -
- - - - +``` \ No newline at end of file diff --git a/docs/realTime/reader/restapireader.md b/docs/realTime/reader/restapireader.md index f354c823db..f13bcd1da3 100644 --- a/docs/realTime/reader/restapireader.md +++ b/docs/realTime/reader/restapireader.md @@ -11,21 +11,24 @@ - 描述：连接的url - 必选：是 - 默认值：无 - + - 字段类型：String +
- **method** - 描述：request的类型，`post`、`get` - 必选：是 - 默认值：无 + - 字段类型：String +
- -- header +- **header** - 描述：需要添加的报头信息 - 必选：否 - 默认值：无 - + - 字段类型：Map +
diff --git a/docs/realTime/writer/emqxwriter.md b/docs/realTime/writer/emqxwriter.md index b5774574bd..8275c78fa7 100644 --- a/docs/realTime/writer/emqxwriter.md +++ b/docs/realTime/writer/emqxwriter.md @@ -1,4 +1,15 @@ # Emqx Writer + + +- [Emqx Writer](#emqx-writer) + - [一、插件名称](#一插件名称) + - [二、支持的数据源版本](#二支持的数据源版本) + - [三、参数说明
](#三参数说明br-) + - [四、配置示例](#四配置示例) + + + +
## 一、插件名称 @@ -12,29 +23,33 @@ - **broker** - 描述：连接URL信息。 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **topic** - 描述：订阅主题 - 必选：是 + - 字段类型：String - 默认值：无 - +
- **username** - 描述：认证用户名 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **password** - 描述：认证密码 - 必选：否 + - 字段类型：String - 默认值：无 - +
- **isCleanSession** @@ -42,8 +57,9 @@ - false：MQTT服务器保存于客户端会话的的主题与确认位置 - true：MQTT服务器不保存于客户端会话的的主题与确认位置 - 必选：否 + - 字段类型：boolean - 默认值：true - +
- **qos** @@ -52,8 +68,9 @@ - 1：AT_LEAST_ONCE，至少一次； - 2：EXACTLY_ONCE，精准一次； - 必选：否 + - 字段类型：int - 默认值：2 - +
@@ -63,37 +80,35 @@ "job": { "content": [{ "reader": { - "name": "streamreader", - "parameter": { - "column": [ - { - "name": "id", - "type": "id" - }, - { - "name": "user_id", - "type": "int" - }, - { - "name": "name", - "type": "string" - } - ], - "sliceRecordCount" : [ "100"] - } - }, - "writer": { - "writer" : { - "parameter" : { - "broker" : "tcp://0.0.0.1:1883", - "topic" : "test", - "username" : "username", - "password" : "password", - "isCleanSession": true, - "qos": 2 - }, - "name" : "emqxwriter" + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "user_id", + "type": "int" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : [ "100"] } + }, + "writer": { + "parameter" : { + "broker" : "tcp://localhost:1883", + "topic" : "test", + "username" : "admin", + "password" : "public", + "isCleanSession": true, + "qos": 2 + }, + "name" : "emqxwriter" } } ], @@ -103,7 +118,7 @@ "bytes": 0 }, "errorLimit": { - "record": 100 + "record": 1 }, "restore": { "maxRowNumForCheckpoint": 0, diff --git a/docs/realTime/writer/kafkawriter.md b/docs/realTime/writer/kafkawriter.md index 453e011411..2fe4e04546 100644 --- a/docs/realTime/writer/kafkawriter.md +++ b/docs/realTime/writer/kafkawriter.md @@ -1,5 +1,20 @@ # Kafka Writer + + +- [一、插件名称](#一插件名称) +- [二、参数说明](#二参数说明) +- [三、配置示例](#三配置示例) + - [1、kafka09](#1kafka09) + - [2、kafka10](#2kafka10) + - [3、kafka11](#3kafka11) + - [4、kafka](#4kafka) + - [5、MySQL->kafka](#5mysql-kafka) + + + +
+ ## 一、插件名称 kafka插件存在四个版本，根据kafka版本的不同，插件名称也略有不同。具体对应关系如下表所示： @@ -10,7 +25,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 | kafka 0.11 | kafka11writer | | kafka 1.0及以后 | kafkawriter | - +
## 二、参数说明 @@ -66,9 +81,10 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 - 默认值：无 +
## 三、配置示例 -#### 1、kafka09 +### 1、kafka09 ```json { "job": { @@ -115,7 +131,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 2、kafka10 +### 2、kafka10 ```json { "job": { @@ -163,7 +179,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 3、kafka11 +### 3、kafka11 ```json { "job": { @@ -212,7 +228,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 4、kafka +### 4、kafka ```json { "job": { @@ -260,7 +276,7 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略 } } ``` -#### 5、MySQL->kafka +### 5、MySQL->kafka ```json { "job" : { diff --git a/docs/realTime/writer/restapiwriter.md b/docs/realTime/writer/restapiwriter.md index 6a515b9a1e..9064126e98 100644 --- a/docs/realTime/writer/restapiwriter.md +++ b/docs/realTime/writer/restapiwriter.md @@ -10,42 +10,48 @@ - 描述：连接的url - 必选：是 - 默认值：无 - + - 字段类型：String +
- **method** - 描述：request的类型，`post`、`get` - 必选：是 - 默认值：无 - + - 字段类型：String +
- **header** - 描述：需要添加的报头信息 - 必选：否 - 默认值：无 - + - 字段类型：Map +
- **body** - 描述：发送的数据中包括params - 必选：否 - 默认值：无 - + - 字段类型：Map +
- **params** - 描述：发送的数据中包括params - 必选：否 - 默认值：无 - + - 字段类型：Map +
- **column** - 描述：如果column不为空，那么将数据和字段名一一对应。如果column为空，则返回每个数据的第一个字段。 - 必选：否 - 默认值：无 - + - 字段类型：List +
diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java index 8cfa41b3c6..0cdaf15be0 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java @@ -95,8 +95,10 @@ public static Properties geneConsumerProp(Map consumerSettings, switch (mode){ case EARLIEST: props.put("auto.offset.reset", "earliest"); + break; case LATEST: props.put("auto.offset.reset", "latest"); + break; } return props; } diff --git a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java index c3cd2e307c..5f09e75d31 100644 --- a/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java +++ b/flinkx-kb/flinkx-kb-reader/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseInputFormat.java @@ -33,7 +33,6 @@ import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.collections.CollectionUtils; import org.apache.commons.lang3.tuple.Pair; -import org.apache.flink.core.io.GenericInputSplit; import org.apache.flink.core.io.InputSplit; import org.apache.flink.types.Row; import org.slf4j.Logger; @@ -77,7 +76,7 @@ public class KafkaBaseInputFormat extends BaseRichInputFormat { protected InputSplit[] createInputSplitsInternal(int minNumSplits) { InputSplit[] splits = new InputSplit[minNumSplits]; for (int i = 0; i < minNumSplits; i++) { - splits[i] = new GenericInputSplit(i, minNumSplits); + splits[i] = new KafkaInputSplit(i, null); } return splits; } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 2a464515f5..5908122fd9 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -76,8 +76,11 @@ public static void main(String[] args) throws Exception { temp.put(argList.get(i), argList.get(i + 1)); } // 对json中的值进行修改 - HashMap parameter = JsonModifyUtil.CommandTransform(temp.get("-p")); - temp.put("-job", JsonModifyUtil.JsonValueReplace(temp.get("-job"), parameter)); + String p = temp.get("-p"); + if(StringUtils.isNotBlank(p)){ + HashMap parameter = JsonModifyUtil.CommandTransform(p); + temp.put("-job", JsonModifyUtil.JsonValueReplace(temp.get("-job"), parameter)); + } // 清空list，填充修改后的参数值 argList.clear(); diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml new file mode 100644 index 0000000000..c80b54f930 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml @@ -0,0 +1,106 @@ + + + + flinkx-oraclelogminer + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-oraclelogminer-reader + + + + com.github.noraui + ojdbc8 + 12.2.0.1 + + + + com.github.jsqlparser + jsqlparser + 3.2 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + io.netty + shade.oracleReader.io.netty + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/entity/QueueData.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/entity/QueueData.java new file mode 100644 index 0000000000..bf0e56a10a --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/entity/QueueData.java @@ -0,0 +1,52 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.oraclelogminer.entity; + +import java.util.Map; + +/** + * Date: 2020/06/01 + * Company: www.dtstack.com + * + * @author tudou + */ +public class QueueData { + private long scn; + private Map data; + + public QueueData(long lsn, Map data) { + this.scn = lsn; + this.data = data; + } + + public long getScn() { + return scn; + } + + public Map getData() { + return data; + } + + @Override + public String toString() { + return "QueueData{" + + "scn=" + scn + + ", data=" + data + + '}'; + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogFile.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogFile.java new file mode 100644 index 0000000000..a2423c5d3c --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogFile.java @@ -0,0 +1,87 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.oraclelogminer.format; + +import java.util.Objects; + +/** + * @author jiangbo + * @date 2020/3/31 + */ +public class LogFile { + + private String fileName; + + private Long firstChange; + + private Long nextChange; + + public String getFileName() { + return fileName; + } + + public void setFileName(String fileName) { + this.fileName = fileName; + } + + public Long getFirstChange() { + return firstChange; + } + + public void setFirstChange(Long firstChange) { + this.firstChange = firstChange; + } + + public Long getNextChange() { + return nextChange; + } + + public void setNextChange(Long nextChange) { + this.nextChange = nextChange; + } + + @Override + public String toString() { + return "LogFile{" + + "fileName='" + fileName + '\'' + + ", firstChange=" + firstChange + + ", nextChange=" + nextChange + + '}'; + } + + @Override + public boolean equals(Object o) { + if (this == o){ + return true; + } + + if (o == null || getClass() != o.getClass()){ + return false; + } + + LogFile logFile = (LogFile) o; + return Objects.equals(fileName, logFile.fileName) && + Objects.equals(firstChange, logFile.firstChange) && + Objects.equals(nextChange, logFile.nextChange); + } + + @Override + public int hashCode() { + return Objects.hash(fileName, firstChange, nextChange); + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java new file mode 100644 index 0000000000..f1ffa5317c --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConfig.java @@ -0,0 +1,188 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.oraclelogminer.format; + +import com.fasterxml.jackson.annotation.JsonProperty; + +import java.io.Serializable; +import java.util.List; + +/** + * @author jiangbo + * @date 2019/12/14 + */ +public class LogMinerConfig implements Serializable { + + private String driverName = "oracle.jdbc.driver.OracleDriver"; + + private String jdbcUrl; + + private String username; + + private String password; + + /** + * LogMiner从v$logmnr_contents视图中批量拉取条数，值越大，消费存量数据越快 + */ + private int fetchSize = 1000; + + private String listenerTables; + + private String cat = "UPDATE,INSERT,DELETE"; + + /** + * 读取位置: all, current, time, scn + */ + private String readPosition = "current"; + + /** + * 毫秒级时间戳 + */ + private long startTime = 0; + + @JsonProperty("startSCN") + private String startScn = ""; + + private boolean pavingData = false; + + private List table; + + /** + * LogMiner执行查询SQL的超时参数，单位秒 + */ + private Long queryTimeout = 300L; + + /** + * Oracle 12c第二个版本之后LogMiner不支持自动添加日志 + */ + private boolean supportAutoAddLog; + + public boolean getSupportAutoAddLog() { + return supportAutoAddLog; + } + + public void setSupportAutoAddLog(boolean supportAutoAddLog) { + this.supportAutoAddLog = supportAutoAddLog; + } + + public Long getQueryTimeout() { + return queryTimeout; + } + + public void setQueryTimeout(Long queryTimeout) { + this.queryTimeout = queryTimeout; + } + + public List getTable() { + return table; + } + + public void setTable(List table) { + this.table = table; + } + + public String getReadPosition() { + return readPosition; + } + + public void setReadPosition(String readPosition) { + this.readPosition = readPosition; + } + + public long getStartTime() { + return startTime; + } + + public void setStartTime(long startTime) { + this.startTime = startTime; + } + + public String getStartScn() { + return startScn; + } + + public void setStartScn(String startScn) { + this.startScn = startScn; + } + + public boolean getPavingData() { + return pavingData; + } + + public void setPavingData(boolean pavingData) { + this.pavingData = pavingData; + } + + public String getCat() { + return cat; + } + + public void setCat(String cat) { + this.cat = cat; + } + + public String getListenerTables() { + return listenerTables; + } + + public void setListenerTables(String listenerTables) { + this.listenerTables = listenerTables; + } + + public int getFetchSize() { + return fetchSize; + } + + public void setFetchSize(int fetchSize) { + this.fetchSize = fetchSize; + } + + public String getDriverName() { + return driverName; + } + + public void setDriverName(String driverName) { + this.driverName = driverName; + } + + public String getJdbcUrl() { + return jdbcUrl; + } + + public void setJdbcUrl(String jdbcUrl) { + this.jdbcUrl = jdbcUrl; + } + + public String getUsername() { + return username; + } + + public void setUsername(String username) { + this.username = username; + } + + public String getPassword() { + return password; + } + + public void setPassword(String password) { + this.password = password; + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java new file mode 100644 index 0000000000..5a3f7dd249 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java @@ -0,0 +1,661 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.oraclelogminer.format; + +import com.dtstack.flinkx.oraclelogminer.entity.QueueData; +import com.dtstack.flinkx.oraclelogminer.util.SqlUtil; +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.RetryUtil; +import org.apache.commons.codec.DecoderException; +import org.apache.commons.codec.binary.Hex; +import org.apache.commons.lang3.StringUtils; +import org.apache.commons.lang.time.DateFormatUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.UnsupportedEncodingException; +import java.sql.CallableStatement; +import java.sql.Connection; +import java.sql.DriverManager; +import java.sql.PreparedStatement; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.sql.Statement; +import java.sql.Timestamp; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + + +/** + * @author jiangbo + * @date 2020/3/27 + */ +public class LogMinerConnection { + + public static final String KEY_PRIVILEGE = "PRIVILEGE"; + public static final String KEY_GRANTED_ROLE = "GRANTED_ROLE"; + public static final String DBA_ROLE = "DBA"; + public static final String EXECUTE_CATALOG_ROLE = "EXECUTE_CATALOG_ROLE"; + public static final int ORACLE_11_VERSION = 11; + public static final List PRIVILEGES_NEEDED = Arrays.asList( + "CREATE SESSION", + "LOGMINING", + "SELECT ANY TRANSACTION", + "SELECT ANY DICTIONARY"); + public static final List ORACLE_11_PRIVILEGES_NEEDED = Arrays.asList( + "CREATE SESSION", + "SELECT ANY TRANSACTION", + "SELECT ANY DICTIONARY"); + public static final int RETRY_TIMES = 3; + public static final int SLEEP_TIME = 2000; + public final static String KEY_SEG_OWNER = "SEG_OWNER"; + public final static String KEY_TABLE_NAME = "TABLE_NAME"; + public final static String KEY_OPERATION = "OPERATION"; + public final static String KEY_TIMESTAMP = "TIMESTAMP"; + public final static String KEY_SQL_REDO = "SQL_REDO"; + public final static String KEY_CSF = "CSF"; + public final static String KEY_SCN = "SCN"; + public final static String KEY_CURRENT_SCN = "CURRENT_SCN"; + public final static String KEY_FIRST_CHANGE = "FIRST_CHANGE#"; + private static final long QUERY_LOG_INTERVAL = 10000; + public static Logger LOG = LoggerFactory.getLogger(LogMinerConnection.class); + public int oracleVersion; + //oracle10数据库字符编码是否设置为GBK + public boolean isGBK = false; + boolean isOracle10; + private LogMinerConfig logMinerConfig; + private Connection connection; + private CallableStatement logMinerStartStmt; + private PreparedStatement logMinerSelectStmt; + private ResultSet logMinerData; + private QueueData result; + private List addedLogFiles = new ArrayList<>(); + private long lastQueryTime; + private boolean logMinerStarted = false; + + /** + * 上一次查询的scn + */ + private Long preScn = null; + + public LogMinerConnection(LogMinerConfig logMinerConfig) { + this.logMinerConfig = logMinerConfig; + } + + public void connect() { + PreparedStatement preparedStatement = null; + try { + ClassUtil.forName(logMinerConfig.getDriverName(), getClass().getClassLoader()); + + connection = RetryUtil.executeWithRetry(() -> DriverManager.getConnection(logMinerConfig.getJdbcUrl(), logMinerConfig.getUsername(), logMinerConfig.getPassword()), RETRY_TIMES, SLEEP_TIME,false); + + oracleVersion = connection.getMetaData().getDatabaseMajorVersion(); + isOracle10 = oracleVersion == 10; + + if(isOracle10){ + //oracle10开启logMiner之前 需要设置会话级别的日期格式 否则sql语句会含有todate函数 而不是todate函数计算后的值 + preparedStatement = connection.prepareStatement(SqlUtil.SQL_ALTER_DATE_FORMAT); + preparedStatement.execute(); + preparedStatement = connection.prepareStatement(SqlUtil.NLS_TIMESTAMP_FORMAT); + preparedStatement.execute(); + } + + LOG.info("get connection successfully, url:{}, username:{}, Oracle version：{}", logMinerConfig.getJdbcUrl(), logMinerConfig.getUsername(), oracleVersion); + } catch (Exception e){ + String message = String.format("get connection failed，url:[%s], username:[%s], e:%s", logMinerConfig.getJdbcUrl(), logMinerConfig.getUsername(), ExceptionUtil.getErrorMessage(e)); + LOG.error(message); + closeResources(null, preparedStatement, connection); + throw new RuntimeException(message, e); + } + } + + /** + * 关闭LogMiner资源 + */ + public void disConnect() { + //清除日志文件组，下次LogMiner启动时重新加载日志文件 + addedLogFiles.clear(); + + if (null != logMinerStartStmt && logMinerStarted) { + try { + logMinerStartStmt.execute(SqlUtil.SQL_STOP_LOG_MINER); + }catch (SQLException e){ + LOG.warn("close logMiner failed, e = {}", ExceptionUtil.getErrorMessage(e)); + } + logMinerStarted = false; + } + + closeStmt(logMinerStartStmt); + closeResources(logMinerData, logMinerSelectStmt, connection); + } + + /** + * 启动LogMiner + * @param startScn + */ + public void startOrUpdateLogMiner(Long startScn) { + String startSql = null; + try { + // 防止没有数据更新的时候频繁查询数据库，限定查询的最小时间间隔 QUERY_LOG_INTERVAL + if (lastQueryTime > 0) { + long time = System.currentTimeMillis() - lastQueryTime; + if (time < QUERY_LOG_INTERVAL) { + try { + Thread.sleep(QUERY_LOG_INTERVAL-time); + } catch (InterruptedException e) { + LOG.warn("", e); + } + } + } + lastQueryTime = System.currentTimeMillis(); + + if (logMinerConfig.getSupportAutoAddLog()) { + startSql = isOracle10 ? SqlUtil.SQL_START_LOG_MINER_AUTO_ADD_LOG_10 : SqlUtil.SQL_START_LOG_MINER_AUTO_ADD_LOG; + } else { + List newLogFiles = queryLogFiles(preScn); + if (addedLogFiles.equals(newLogFiles)) { + return; + } else { + LOG.info("Log group changed, new log group = {}", GsonUtil.GSON.toJson(newLogFiles)); + addedLogFiles = newLogFiles; + startSql = isOracle10 ? SqlUtil.SQL_START_LOG_MINER_10 : SqlUtil.SQL_START_LOG_MINER; + } + } + + closeStmt(logMinerStartStmt); + + logMinerStartStmt = connection.prepareCall(startSql); + configStatement(logMinerStartStmt); + + logMinerStartStmt.setLong(1, preScn); + logMinerStartStmt.execute(); + + logMinerStarted = true; + LOG.info("start logMiner successfully, preScn:{}, startScn:{}", preScn, startScn); + if(startScn > preScn){ + preScn = startScn; + } + } catch (SQLException e){ + String message = String.format("start logMiner failed, offset:[%s], sql:[%s], e: %s", startScn, startSql, ExceptionUtil.getErrorMessage(e)); + LOG.error(message); + throw new RuntimeException(message, e); + } + } + + /** + * 从LogMiner视图查询数据 + * @param startScn + * @param logMinerSelectSql + */ + public void queryData(Long startScn, String logMinerSelectSql) { + try { + logMinerSelectStmt = connection.prepareStatement(logMinerSelectSql, ResultSet.TYPE_FORWARD_ONLY, ResultSet.CONCUR_READ_ONLY); + configStatement(logMinerSelectStmt); + + logMinerSelectStmt.setFetchSize(logMinerConfig.getFetchSize()); + logMinerSelectStmt.setLong(1, startScn); + logMinerData = logMinerSelectStmt.executeQuery(); + + LOG.debug("query Log miner data, offset:{}", startScn); + } catch (SQLException e) { + String message = String.format("query logMiner data failed, sql:[%s], e: %s", logMinerSelectSql, ExceptionUtil.getErrorMessage(e)); + LOG.error(message); + throw new RuntimeException(message, e); + } + } + + public Long getStartScn(Long startScn) { + // 恢复位置不为0，则获取上一次读取的日志文件的起始位置开始读取 + if(null != startScn && startScn != 0L){ + startScn = getLogFileStartPositionByScn(startScn); + return startScn; + } + + // 恢复位置为0，则根据配置项进行处理 + if(ReadPosition.ALL.name().equalsIgnoreCase(logMinerConfig.getReadPosition())){ + // 获取最开始的scn + startScn = getMinScn(); + } else if(ReadPosition.CURRENT.name().equalsIgnoreCase(logMinerConfig.getReadPosition())){ + startScn = getCurrentScn(); + } else if(ReadPosition.TIME.name().equalsIgnoreCase(logMinerConfig.getReadPosition())){ + // 根据指定的时间获取对应时间段的日志文件的起始位置 + if (logMinerConfig.getStartTime() == 0) { + throw new IllegalArgumentException("[startTime] must not be null or empty when readMode is [time]"); + } + + startScn = getLogFileStartPositionByTime(logMinerConfig.getStartTime()); + } else if(ReadPosition.SCN.name().equalsIgnoreCase(logMinerConfig.getReadPosition())){ + // 根据指定的scn获取对应日志文件的起始位置 + if(StringUtils.isEmpty(logMinerConfig.getStartScn())){ + throw new IllegalArgumentException("[startSCN] must not be null or empty when readMode is [scn]"); + } + + startScn = Long.parseLong(logMinerConfig.getStartScn()); + } else { + throw new IllegalArgumentException("unsupported readMode : " + logMinerConfig.getReadPosition()); + } + + return startScn; + } + + /** + * oracle会把把重做日志分文件存储，每个文件都有 "FIRST_CHANGE" 和 "NEXT_CHANGE" 标识范围, + * 这里需要根据给定scn找到对应的日志文件，并获取这个文件的 "FIRST_CHANGE"，然后从位置 "FIRST_CHANGE" 开始读取, + * 在[FIRST_CHANGE,scn] 范围内的数据需要跳过。 + * + * 视图说明： + * v$archived_log 视图存储已经归档的日志文件 + * v$log 视图存储未归档的日志文件 + */ + private Long getLogFileStartPositionByScn(Long scn) { + Long logFileFirstChange = null; + PreparedStatement lastLogFileStmt = null; + ResultSet lastLogFileResultSet = null; + + try { + lastLogFileStmt = connection.prepareCall(isOracle10 ? SqlUtil.SQL_GET_LOG_FILE_START_POSITION_BY_SCN_10 : SqlUtil.SQL_GET_LOG_FILE_START_POSITION_BY_SCN); + configStatement(lastLogFileStmt); + + lastLogFileStmt.setLong(1, scn); + lastLogFileStmt.setLong(2, scn); + lastLogFileResultSet = lastLogFileStmt.executeQuery(); + while(lastLogFileResultSet.next()){ + logFileFirstChange = lastLogFileResultSet.getLong(KEY_FIRST_CHANGE); + } + + return logFileFirstChange; + } catch (SQLException e) { + LOG.error("根据scn:[{}]获取指定归档日志起始位置出错", scn, e); + throw new RuntimeException(e); + } finally { + closeResources(lastLogFileResultSet, lastLogFileStmt, null); + } + } + + private Long getMinScn(){ + Long minScn = null; + PreparedStatement minScnStmt = null; + ResultSet minScnResultSet = null; + + try { + minScnStmt = connection.prepareCall(SqlUtil.SQL_GET_LOG_FILE_START_POSITION); + configStatement(minScnStmt); + + minScnResultSet = minScnStmt.executeQuery(); + while(minScnResultSet.next()){ + minScn = minScnResultSet.getLong(KEY_FIRST_CHANGE); + } + + return minScn; + } catch (SQLException e) { + LOG.error("获取最早归档日志起始位置出错", e); + throw new RuntimeException(e); + } finally { + closeResources(minScnResultSet, minScnStmt, null); + } + } + + private Long getCurrentScn() { + Long currentScn = null; + CallableStatement currentScnStmt = null; + ResultSet currentScnResultSet = null; + + try { + currentScnStmt = connection.prepareCall(SqlUtil.SQL_GET_CURRENT_SCN); + configStatement(currentScnStmt); + + currentScnResultSet = currentScnStmt.executeQuery(); + while(currentScnResultSet.next()){ + currentScn = currentScnResultSet.getLong(KEY_CURRENT_SCN); + } + + return currentScn; + } catch (SQLException e) { + LOG.error("获取当前的SCN出错:", e); + throw new RuntimeException(e); + } finally { + closeResources(currentScnResultSet, currentScnStmt, null); + } + } + + private Long getLogFileStartPositionByTime(Long time) { + Long logFileFirstChange = null; + + PreparedStatement lastLogFileStmt = null; + ResultSet lastLogFileResultSet = null; + + try { + String timeStr = DateFormatUtils.format(time, "yyyy-MM-dd HH:mm:ss"); + + lastLogFileStmt = connection.prepareCall(isOracle10 ? SqlUtil.SQL_GET_LOG_FILE_START_POSITION_BY_TIME_10 : SqlUtil.SQL_GET_LOG_FILE_START_POSITION_BY_TIME); + configStatement(lastLogFileStmt); + + lastLogFileStmt.setString(1, timeStr); + lastLogFileStmt.setString(2, timeStr); + + if(!isOracle10){ + //oracle10只有两个参数 + lastLogFileStmt.setString(3, timeStr); + } + lastLogFileResultSet = lastLogFileStmt.executeQuery(); + while(lastLogFileResultSet.next()){ + logFileFirstChange = lastLogFileResultSet.getLong(KEY_FIRST_CHANGE); + } + + return logFileFirstChange; + } catch (SQLException e) { + LOG.error("根据时间:[{}]获取指定归档日志起始位置出错", time, e); + throw new RuntimeException(e); + } finally { + closeResources(lastLogFileResultSet, lastLogFileStmt, null); + } + } + + /** + * 关闭数据库连接资源 + * @param rs + * @param stmt + * @param conn + */ + private void closeResources(ResultSet rs, Statement stmt, Connection conn) { + if (null != rs) { + try { + rs.close(); + } catch (SQLException e) { + LOG.warn("Close resultSet error: {}", ExceptionUtil.getErrorMessage(e)); + } + } + + closeStmt(stmt); + + if (null != conn) { + try { + conn.close(); + } catch (SQLException e) { + LOG.warn("Close connection error:{}", ExceptionUtil.getErrorMessage(e)); + } + } + } + + /** + * 根据scn号查询在线及归档日志组 + * @param scn + * @return + * @throws SQLException + */ + private List queryLogFiles(Long scn) throws SQLException{ + List logFiles = new ArrayList<>(); + PreparedStatement statement = null; + ResultSet rs = null; + try { + statement = connection.prepareStatement(isOracle10 ? SqlUtil.SQL_QUERY_LOG_FILE_10 : SqlUtil.SQL_QUERY_LOG_FILE); + statement.setLong(1, scn); + statement.setLong(2, scn); + rs = statement.executeQuery(); + while (rs.next()) { + LogFile logFile = new LogFile(); + logFile.setFileName(rs.getString("name")); + logFile.setFirstChange(rs.getLong("first_change#")); + logFile.setNextChange(rs.getLong("next_change#")); + + logFiles.add(logFile); + } + } finally { + if (null != rs) { + rs.close(); + } + + if (null != statement) { + statement.close(); + } + } + + lastQueryTime = System.currentTimeMillis(); + return logFiles; + } + + public boolean hasNext() throws SQLException, UnsupportedEncodingException, DecoderException { + if (null == logMinerData || logMinerData.isClosed()) { + return false; + } + + String sqlLog; + while (logMinerData.next()) { + String sql = logMinerData.getString(KEY_SQL_REDO); + if(StringUtils.isBlank(sql)){ + continue; + } + StringBuilder sqlRedo = new StringBuilder(sql); + if(SqlUtil.isCreateTemporaryTableSql(sqlRedo.toString())){ + continue; + } + long scn = logMinerData.getLong(KEY_SCN); + String operation = logMinerData.getString(KEY_OPERATION); + + // 用CSF来判断一条sql是在当前这一行结束，sql超过4000 字节，会处理成多行 + boolean isSqlNotEnd = logMinerData.getBoolean(KEY_CSF); + //是否存在多条SQL + boolean hasMultiSql = isSqlNotEnd; + + while(isSqlNotEnd){ + logMinerData.next(); + sqlRedo.append(logMinerData.getString(KEY_SQL_REDO)); + isSqlNotEnd = logMinerData.getBoolean(KEY_CSF); + } + + //oracle10中文编码且字符串大于4000，LogMiner可能出现中文乱码导致SQL解析异常 + if(hasMultiSql && isOracle10 && isGBK){ + String redo = sqlRedo.toString(); + + String hexStr = new String(Hex.encodeHex(redo.getBytes("GBK"))); + + if(hexStr.contains("3f2c") || hexStr.contains("3f20616e64")){ + LOG.info("current scn is: {},\noriginal redo sql is: {},\nhex redo string is: {}", scn, redo, hexStr); + if("INSERT".equalsIgnoreCase(operation)){ + //insert into values('','','',) value后可能存在中文乱码 + //?, -> ', + hexStr = hexStr.replace("3f2c", "272c"); + }else{ + //update set "" = '' and "" = '' where "" = '' and "" = '' where后可能存在中文乱码 + //delete from where "" = '' and "" = '' where后可能存在中文乱码 + //?空格and -> '空格and + hexStr = hexStr.replace("3f20616e64", "2720616e64"); + } + sqlLog = new String(Hex.decodeHex(hexStr.toCharArray()), "GBK"); + LOG.info("final redo sql is: {}", sqlLog); + }else{ + sqlLog = new String(Hex.decodeHex(hexStr.toCharArray()), "GBK"); + } + + }else{ + sqlLog = sqlRedo.toString(); + } + + String schema = logMinerData.getString(KEY_SEG_OWNER); + String tableName = logMinerData.getString(KEY_TABLE_NAME); + Timestamp timestamp = logMinerData.getTimestamp(KEY_TIMESTAMP); + + Map data = new HashMap<>(); + data.put("schema", schema); + data.put("tableName", tableName); + data.put("operation", operation); + data.put("sqlLog", sqlLog); + data.put("opTime", timestamp); + + result = new QueueData(scn, data); + return true; + } + + return false; + } + + //判断连接是否正常 + public boolean isValid() { + try { + return connection != null && connection.isValid(2000); + } catch (SQLException e) { + return false; + } + } + + public void checkPrivileges() { + try (Statement statement = connection.createStatement()) { + + queryDataBaseEncoding(); + + List roles = getUserRoles(statement); + if (roles.contains(DBA_ROLE)) { + return; + } + + if (!roles.contains(EXECUTE_CATALOG_ROLE)) { + throw new IllegalArgumentException("非DBA角色的用户必须是[EXECUTE_CATALOG_ROLE]角色,请执行sql赋权：GRANT EXECUTE_CATALOG_ROLE TO USERNAME"); + } + + if (containsNeededPrivileges(statement)) { + return; + } + + String message; + if(ORACLE_11_VERSION <= oracleVersion){ + message = "权限不足，请执行sql赋权：GRANT CREATE SESSION, EXECUTE_CATALOG_ROLE, SELECT ANY TRANSACTION, FLASHBACK ANY TABLE, SELECT ANY TABLE, LOCK ANY TABLE, SELECT ANY DICTIONARY TO USER_ROLE;"; + }else{ + message = "权限不足，请执行sql赋权：GRANT LOGMINING, CREATE SESSION, SELECT ANY TRANSACTION ,SELECT ANY DICTIONARY TO USER_ROLE;"; + } + + throw new IllegalArgumentException(message); + } catch (SQLException e) { + throw new RuntimeException("检查权限出错", e); + } + } + + private boolean containsNeededPrivileges(Statement statement) { + try (ResultSet rs = statement.executeQuery(SqlUtil.SQL_QUERY_PRIVILEGES)) { + List privileges = new ArrayList<>(); + while (rs.next()) { + String privilege = rs.getString(KEY_PRIVILEGE); + if (StringUtils.isNotEmpty(privilege)) { + privileges.add(privilege.toUpperCase()); + } + } + + int privilegeCount = 0; + List privilegeList; + if (oracleVersion <= ORACLE_11_VERSION) { + privilegeList = ORACLE_11_PRIVILEGES_NEEDED; + } else { + privilegeList = PRIVILEGES_NEEDED; + } + for (String privilege : privilegeList) { + if (privileges.contains(privilege)) { + privilegeCount++; + } + } + + return privilegeCount == privilegeList.size(); + } catch (SQLException e) { + throw new RuntimeException("检查用户权限出错", e); + } + } + + private List getUserRoles(Statement statement) { + try (ResultSet rs = statement.executeQuery(SqlUtil.SQL_QUERY_ROLES)) { + List roles = new ArrayList<>(); + while (rs.next()) { + String role = rs.getString(KEY_GRANTED_ROLE); + if (StringUtils.isNotEmpty(role)) { + roles.add(role.toUpperCase()); + } + } + + return roles; + } catch (SQLException e) { + throw new RuntimeException("检查用户角色出错", e); + } + } + + /** + * 查询Oracle10数据库的字符编码 + */ + private void queryDataBaseEncoding(){ + if(isOracle10){ + try (Statement statement = connection.createStatement(); + ResultSet rs = statement.executeQuery(SqlUtil.SQL_QUERY_ENCODING)) { + rs.next(); + String encoding = rs.getString(1); + LOG.info("current oracle encoding is {}", encoding); + isGBK = encoding.contains("GBK"); + } catch (SQLException e) { + throw new RuntimeException("检查用户角色出错", e); + } + } + } + + private void configStatement(java.sql.Statement statement) throws SQLException { + if (logMinerConfig.getQueryTimeout() != null) { + statement.setQueryTimeout(logMinerConfig.getQueryTimeout().intValue()); + } + } + + public QueueData next() { + return result; + } + + + /** + * 关闭logMinerSelectStmt + */ + public void closeStmt(){ + try { + if(logMinerSelectStmt != null && !logMinerSelectStmt.isClosed()){ + logMinerSelectStmt.close(); + } + }catch (SQLException e){ + LOG.warn("Close logMinerSelectStmt error", e); + } + logMinerSelectStmt = null; + } + + /** + * 关闭Statement + */ + private void closeStmt(Statement statement){ + try { + if(statement != null && !statement.isClosed()){ + statement.close(); + } + }catch (SQLException e){ + LOG.warn("Close statement error", e); + } + } + + public void setPreScn(Long preScn) { + this.preScn = preScn; + } + + public enum ReadPosition{ + ALL, CURRENT, TIME, SCN + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerListener.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerListener.java new file mode 100644 index 0000000000..bc82ad5f6a --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerListener.java @@ -0,0 +1,198 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.oraclelogminer.format; + +import com.dtstack.flinkx.oraclelogminer.entity.QueueData; +import com.dtstack.flinkx.oraclelogminer.util.OraUtil; +import com.dtstack.flinkx.oraclelogminer.util.SqlUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.google.common.util.concurrent.ThreadFactoryBuilder; +import net.sf.jsqlparser.JSQLParserException; +import org.apache.commons.lang3.tuple.Pair; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.Collections; +import java.util.Map; +import java.util.concurrent.BlockingQueue; +import java.util.concurrent.ExecutorService; +import java.util.concurrent.LinkedBlockingQueue; +import java.util.concurrent.SynchronousQueue; +import java.util.concurrent.ThreadFactory; +import java.util.concurrent.ThreadPoolExecutor; +import java.util.concurrent.TimeUnit; + +/** + * @author jiangbo + * @date 2020/3/27 + */ +public class LogMinerListener implements Runnable { + + public static Logger LOG = LoggerFactory.getLogger(LogMinerListener.class); + + private BlockingQueue queue; + + private ExecutorService executor; + + private LogMinerConfig logMinerConfig; + + private LogMinerConnection logMinerConnection; + + private PositionManager positionManager; + + private LogParser logParser; + + private boolean running = false; + + private String logMinerSelectSql; + + private transient LogMinerListener listener; + + /** + * 连续接收到错误数据的次数 + */ + private int failedTimes; + + public LogMinerListener(LogMinerConfig logMinerConfig, PositionManager positionManager) { + this.positionManager = positionManager; + this.logMinerConfig = logMinerConfig; + this.listener = this; + } + + public void init() { + queue = new SynchronousQueue<>(false); + + ThreadFactory namedThreadFactory = new ThreadFactoryBuilder().setNameFormat("LogMiner-pool-%d").build(); + executor = new ThreadPoolExecutor(1, + 1, + 0L, TimeUnit.MILLISECONDS, + new LinkedBlockingQueue<>(1024), + namedThreadFactory, + new ThreadPoolExecutor.AbortPolicy()); + + logMinerConnection = new LogMinerConnection(logMinerConfig); + logParser = new LogParser(logMinerConfig); + } + + public void start() { + logMinerConnection.connect(); + logMinerConnection.checkPrivileges(); + + Long startScn = logMinerConnection.getStartScn(positionManager.getPosition()); + logMinerConnection.setPreScn(startScn); + positionManager.updatePosition(startScn); + + logMinerSelectSql = SqlUtil.buildSelectSql(logMinerConfig.getCat(), logMinerConfig.getListenerTables()); + executor.execute(this); + running = true; + } + + @Override + public void run() { + Thread.currentThread().setUncaughtExceptionHandler((t, e) -> { + LOG.warn("LogMinerListener run failed, Throwable = {}", ExceptionUtil.getErrorMessage(e)); + executor.execute(listener); + LOG.info("Re-execute LogMinerListener successfully"); + }); + + while (running) { + QueueData log = null; + try { + if (logMinerConnection.hasNext()) { + log = logMinerConnection.next(); + queue.put(logParser.parse(log, logMinerConnection.isOracle10)); + } else { + logMinerConnection.closeStmt(); + logMinerConnection.startOrUpdateLogMiner(positionManager.getPosition()); + logMinerConnection.queryData(positionManager.getPosition(), logMinerSelectSql); + LOG.debug("Update log and continue read:{}", positionManager.getPosition()); + } + } catch (Exception e) { + StringBuilder sb = new StringBuilder(512); + sb.append("LogMinerListener thread exception: current scn =") + .append(positionManager.getPosition()); + if (e instanceof JSQLParserException) { + sb.append(",\nlog = ").append(log); + } + sb.append(",\ne = ").append(ExceptionUtil.getErrorMessage(e)); + String msg = sb.toString(); + LOG.warn(msg); + try { + queue.put(new QueueData(0L, Collections.singletonMap("e", msg))); + Thread.sleep(2000L); + } catch (InterruptedException ex) { + LOG.warn("error to put exception message into queue, e = {}", ExceptionUtil.getErrorMessage(ex)); + } + try { + logMinerConnection.disConnect(); + } catch (Exception e1) { + LOG.warn("LogMiner Thread disConnect exception, e = {}", ExceptionUtil.getErrorMessage(e1)); + } + + logMinerConnection.connect(); + } + } + } + + public void stop() { + if (null != executor && !executor.isShutdown()) { + executor.shutdown(); + running = false; + } + + if (null != queue) { + queue.clear(); + } + + if (null != logMinerConnection) { + logMinerConnection.disConnect(); + } + } + + public Map getData() { + try { + QueueData data = queue.take(); + if (data.getScn() != 0L) { + positionManager.updatePosition(data.getScn()); + failedTimes = 0; + return data.getData(); + } + if (++failedTimes >= 3) { + String errorMsg = (String)data.getData().get("e"); + StringBuilder sb = new StringBuilder(errorMsg.length() + 128); + sb.append("Error data is received 3 times continuously, "); + Pair pair = OraUtil.parseErrorMsg(errorMsg); + if(pair != null){ + sb.append("\nthe Cause maybe : ") + .append(pair.getLeft()) + .append(", \nand the Solution maybe : ") + .append(pair.getRight()) + .append(", "); + } + sb.append("\nerror msg is : ").append(errorMsg); + throw new RuntimeException(sb.toString()); + } + } catch (InterruptedException e) { + LOG.warn("Get data from queue error:", e); + } + + return null; + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogParser.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogParser.java new file mode 100644 index 0000000000..afae8bc552 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogParser.java @@ -0,0 +1,249 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.oraclelogminer.format; + +import com.dtstack.flinkx.oraclelogminer.entity.QueueData; +import com.dtstack.flinkx.util.SnowflakeIdWorker; +import net.sf.jsqlparser.JSQLParserException; +import net.sf.jsqlparser.expression.Expression; +import net.sf.jsqlparser.expression.ExpressionVisitorAdapter; +import net.sf.jsqlparser.expression.operators.relational.EqualsTo; +import net.sf.jsqlparser.expression.operators.relational.ExpressionList; +import net.sf.jsqlparser.parser.CCJSqlParserUtil; +import net.sf.jsqlparser.schema.Column; +import net.sf.jsqlparser.statement.Statement; +import net.sf.jsqlparser.statement.delete.Delete; +import net.sf.jsqlparser.statement.insert.Insert; +import net.sf.jsqlparser.statement.update.Update; +import org.apache.commons.collections.MapUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.sql.Timestamp; +import java.util.Collections; +import java.util.HashMap; +import java.util.Iterator; +import java.util.LinkedHashMap; +import java.util.List; +import java.util.Map; +import java.util.regex.Matcher; +import java.util.regex.Pattern; + +/** + * @author jiangbo + * @date 2020/3/30 + */ +public class LogParser { + + public static Logger LOG = LoggerFactory.getLogger(LogParser.class); + + //TO_DATE函数值匹配 + public static Pattern toDatePattern = Pattern.compile("(?i)(?(TO_DATE\\('(?(.*?))',\\s+'YYYY-MM-DD HH24:MI:SS'\\)))"); + //TO_TIMESTAMP函数值匹配 + public static Pattern timeStampPattern = Pattern.compile("(?i)(?(TO_TIMESTAMP\\('(?(.*?))'\\)))"); + + + public static SnowflakeIdWorker idWorker = new SnowflakeIdWorker(1, 1); + + private LogMinerConfig config; + + public LogParser(LogMinerConfig config) { + this.config = config; + } + + private static String cleanString(String str) { + if("NULL".equalsIgnoreCase(str)){ + return ""; + } + + if (str.startsWith("TIMESTAMP")) { + str = str.replace("TIMESTAMP ", ""); + } + + if (str.startsWith("'") && str.endsWith("'") && str.length() != 1) { + str = str.substring(1, str.length() - 1); + } + + if (str.startsWith("\"") && str.endsWith("\"") && str.length() != 1) { + str = str.substring(1, str.length() - 1); + } + + return str.replace("IS NULL","= NULL").trim(); + } + + private static void parseInsertStmt(Insert insert, LinkedHashMap beforeDataMap, LinkedHashMap afterDataMap){ + for (Column column : insert.getColumns()){ + afterDataMap.put(cleanString(column.getColumnName()), null); + } + + ExpressionList eList = (ExpressionList) insert.getItemsList(); + List valueList = eList.getExpressions(); + int i =0; + for (String key : afterDataMap.keySet()){ + String value = cleanString(valueList.get(i).toString()); + afterDataMap.put(key, value); + beforeDataMap.put(key, null); + i++; + } + } + + private static void parseUpdateStmt(Update update, LinkedHashMap beforeDataMap, LinkedHashMap afterDataMap, String sqlRedo){ + Iterator iterator = update.getExpressions().iterator(); + for (Column c : update.getColumns()){ + afterDataMap.put(cleanString(c.getColumnName()), cleanString(iterator.next().toString())); + } + + if(update.getWhere() != null){ + update.getWhere().accept(new ExpressionVisitorAdapter() { + @Override + public void visit(final EqualsTo expr){ + String col = cleanString(expr.getLeftExpression().toString()); + if(afterDataMap.containsKey(col)){ + String value = cleanString(expr.getRightExpression().toString()); + beforeDataMap.put(col, value); + } else { + String value = cleanString(expr.getRightExpression().toString()); + beforeDataMap.put(col, value); + afterDataMap.put(col, value); + } + } + }); + }else{ + LOG.error("where is null when LogParser parse sqlRedo, sqlRedo = {}, update = {}", sqlRedo, update.toString()); + } + } + + private static void parseDeleteStmt(Delete delete, LinkedHashMap beforeDataMap, LinkedHashMap afterDataMap){ + delete.getWhere().accept(new ExpressionVisitorAdapter(){ + @Override + public void visit(final EqualsTo expr){ + String col = cleanString(expr.getLeftExpression().toString()); + String value = cleanString(expr.getRightExpression().toString()); + beforeDataMap.put(col, value); + afterDataMap.put(col, null); + } + }); + } + + public QueueData parse(QueueData pair, boolean isOracle10) throws JSQLParserException { + Map logData = pair.getData(); + String schema = MapUtils.getString(logData, "schema"); + String tableName = MapUtils.getString(logData, "tableName"); + String operation = MapUtils.getString(logData, "operation"); + String sqlLog = MapUtils.getString(logData, "sqlLog"); + String sqlRedo = sqlLog.replace("IS NULL", "= NULL"); + //只有oracle10需要进行toDate toTimestamp转换 + LOG.debug("before parse toDate/toTimestamp sqlRedo = {}",sqlRedo); + if (isOracle10) { + sqlRedo = parseToTimeStamp(parseToDate(sqlRedo)); + } + Timestamp timestamp = (Timestamp)MapUtils.getObject(logData, "opTime"); + + Map message = new LinkedHashMap<>(); + message.put("scn", pair.getScn()); + message.put("type", operation); + message.put("schema", schema); + message.put("table", tableName); + message.put("ts", idWorker.nextId()); + message.put("opTime", timestamp); + + + Statement stmt; + try { + stmt = CCJSqlParserUtil.parse(sqlRedo); + }catch (JSQLParserException e){ + LOG.info("sqlRedo = {}", sqlRedo); + stmt = CCJSqlParserUtil.parse(sqlRedo.replace("\\'","\\ '")); + } + LinkedHashMap afterDataMap = new LinkedHashMap<>(); + LinkedHashMap beforeDataMap = new LinkedHashMap<>(); + + if (stmt instanceof Insert){ + parseInsertStmt((Insert) stmt, beforeDataMap, afterDataMap); + }else if (stmt instanceof Update){ + parseUpdateStmt((Update) stmt, beforeDataMap, afterDataMap, sqlRedo); + }else if (stmt instanceof Delete){ + parseDeleteStmt((Delete) stmt, beforeDataMap, afterDataMap); + } + + if (config.getPavingData()) { + afterDataMap.forEach((key, val) -> message.put("after_" + key, val)); + + beforeDataMap.forEach((key, val) -> message.put("before_" + key, val)); + + return new QueueData(pair.getScn(), message); + } else { + message.put("before", beforeDataMap); + message.put("after", afterDataMap); + Map event = Collections.singletonMap("message", message); + + return new QueueData(pair.getScn(), event); + } + } + + /** + * 解析to_date函数 + * + * @param redoLog + * @return + */ + private String parseToDate(String redoLog) { + Matcher matcher = toDatePattern.matcher(redoLog); + HashMap replaceData = new HashMap<>(8); + while (matcher.find()) { + String key = matcher.group("toDate"); + String value = "'" + matcher.group("datetime") + "'"; + replaceData.put(key, value); + } + return replace(redoLog, replaceData); + } + + + /** + * 解析to_timestamp函数 + * + * @param redoLog + * @return + */ + private String parseToTimeStamp(String redoLog) { + Matcher matcher = timeStampPattern.matcher(redoLog); + HashMap replaceData = new HashMap<>(8); + while (matcher.find()) { + String key = matcher.group("toTimeStamp"); + String value = "'" + matcher.group("datetime") + "'"; + replaceData.put(key, value); + } + return replace(redoLog, replaceData); + } + + + private String replace(String redoLog, HashMap replaceData) { + if (MapUtils.isNotEmpty(replaceData)) { + for (Map.Entry entry : replaceData.entrySet()) { + //to_timeStamp/to_date()函数有括号 需要转义 + String k = entry.getKey().replaceAll("\\(", "\\\\(").replaceAll("\\)", "\\\\)"); + String v = entry.getValue(); + redoLog = redoLog.replaceAll(k, v); + } + } + return redoLog; + } + +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/OracleLogMinerInputFormat.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/OracleLogMinerInputFormat.java new file mode 100644 index 0000000000..c653c18221 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/OracleLogMinerInputFormat.java @@ -0,0 +1,108 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.oraclelogminer.format; + +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.dtstack.flinkx.restore.FormatState; +import org.apache.flink.core.io.GenericInputSplit; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; + +import java.io.IOException; +import java.util.Map; + +/** + * @author jiangbo + * @date 2019/12/14 + * + * 名词说明: + * SCN 即系统改变号(System Change Number) + */ +public class OracleLogMinerInputFormat extends BaseRichInputFormat { + + public LogMinerConfig logMinerConfig; + + private transient LogMinerListener logMinerListener; + + private transient PositionManager positionManager; + + @Override + protected InputSplit[] createInputSplitsInternal(int i) { + return new InputSplit[]{new GenericInputSplit(1,1)}; + } + + @Override + public void openInputFormat() throws IOException { + super.openInputFormat(); + positionManager = new PositionManager(); + initPosition(); + + logMinerListener = new LogMinerListener(logMinerConfig, positionManager); + } + + private void initPosition() { + if (null != formatState && formatState.getState() != null) { + positionManager.updatePosition((Long)formatState.getState()); + } + } + + @Override + protected void openInternal(InputSplit inputSplit) { + logMinerListener.init(); + logMinerListener.start(); + } + + @Override + protected Row nextRecordInternal(Row row) { + Map data = logMinerListener.getData(); + if(null != data) { + return Row.of(data); + } else { + return null; + } + } + + @Override + public FormatState getFormatState() { + super.getFormatState(); + + if (formatState != null) { + formatState.setState(positionManager.getPosition()); + } + + return formatState; + } + + @Override + public boolean reachedEnd() { + return false; + } + + @Override + protected void closeInternal() throws IOException { + if (null != logMinerListener) { + try { + logMinerListener.stop(); + } catch (Exception e) { + throw new IOException("close listener error", e); + } + } + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/PositionManager.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/PositionManager.java new file mode 100644 index 0000000000..b5a1ecd899 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/PositionManager.java @@ -0,0 +1,37 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.oraclelogminer.format; + +/** + * @author jiangbo + * @date 2020/3/27 + */ +public class PositionManager { + + private Long scn; + + public void updatePosition(Long scn) { + this.scn = scn; + } + + public Long getPosition() { + return this.scn; + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OracleLogMinerInputFormatBuilder.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OracleLogMinerInputFormatBuilder.java new file mode 100644 index 0000000000..559a28d6c5 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OracleLogMinerInputFormatBuilder.java @@ -0,0 +1,241 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.oraclelogminer.reader; + +import com.dtstack.flinkx.config.SpeedConfig; +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import com.dtstack.flinkx.oraclelogminer.format.LogMinerConfig; +import com.dtstack.flinkx.oraclelogminer.format.LogMinerConnection; +import com.dtstack.flinkx.oraclelogminer.format.OracleLogMinerInputFormat; +import com.dtstack.flinkx.oraclelogminer.util.SqlUtil; +import com.dtstack.flinkx.util.ClassUtil; +import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.RetryUtil; +import com.dtstack.flinkx.util.TelnetUtil; +import com.google.common.collect.Lists; +import com.google.common.collect.Sets; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang.StringUtils; + +import java.sql.Connection; +import java.sql.DriverManager; +import java.sql.ResultSet; +import java.sql.SQLException; +import java.sql.Statement; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.HashSet; +import java.util.List; +import java.util.Locale; + +/** + * @author jiangbo + * @date 2019/12/16 + */ +public class OracleLogMinerInputFormatBuilder extends BaseRichInputFormatBuilder { + + private OracleLogMinerInputFormat format; + + public OracleLogMinerInputFormatBuilder() { + super.format = format = new OracleLogMinerInputFormat(); + } + + public void setLogMinerConfig(LogMinerConfig logMinerConfig){ + format.logMinerConfig = logMinerConfig; + } + + @Override + protected void checkFormat() { + LogMinerConfig config = format.logMinerConfig; + StringBuilder sb = new StringBuilder(256); + if (StringUtils.isBlank(config.getJdbcUrl())) { + sb.append("No jdbc URL supplied;\n"); + }else{ + //检测数据源连通性 + TelnetUtil.telnet(config.getJdbcUrl()); + } + if (StringUtils.isBlank(config.getUsername())) { + sb.append("No database username supplied;\n"); + } + if (StringUtils.isBlank(config.getPassword())) { + sb.append("No database password supplied;\n"); + } + + if(sb.length() > 0){ + //JDBC URL、username、password其中之一未配置，直接先抛出异常 + throw new IllegalArgumentException(sb.toString()); + } + + if(config.getFetchSize() < 1){ + sb.append("fetchSize must bigger than 0;\n"); + } + List list = Arrays.asList(LogMinerConnection.ReadPosition.ALL.name(), + LogMinerConnection.ReadPosition.CURRENT.name(), + LogMinerConnection.ReadPosition.TIME.name(), + LogMinerConnection.ReadPosition.SCN.name()); + if(StringUtils.isBlank(config.getReadPosition()) + || !list.contains(config.getReadPosition().toUpperCase(Locale.ENGLISH))){ + sb.append("readPosition must be one of [all, current, time, scn], current readPosition is [") + .append(config.getReadPosition()) + .append("];\n"); + } + if (LogMinerConnection.ReadPosition.TIME.name().equalsIgnoreCase(config.getReadPosition()) + && config.getStartTime() == 0){ + sb.append("[startTime] must be supplied when readPosition is [time];\n"); + } + + //校验logMiner cat + if (StringUtils.isNotEmpty(config.getCat())) { + HashSet set = Sets.newHashSet("INSERT", "UPDATE", "DELETE"); + List cats = Lists.newArrayList(config.getCat().toUpperCase().split(",")); + cats.removeIf(s -> set.contains(s.toUpperCase(Locale.ENGLISH))); + if (CollectionUtils.isNotEmpty(cats)) { + sb.append("logMiner cat not support-> ") + .append(GsonUtil.GSON.toJson(cats)) + .append(",just support->") + .append(GsonUtil.GSON.toJson(set)) + .append(";\n"); + } + } + + + SpeedConfig speed = format.getDataTransferConfig().getJob().getSetting().getSpeed(); + + if(speed.getReaderChannel() > 1){ + sb.append("logMiner can not support readerChannel bigger than 1, current readerChannel is [") + .append(speed.getReaderChannel()) + .append("];\n"); + }else if(speed.getChannel() > 1){ + sb.append("logMiner can not support channel bigger than 1, current channel is [") + .append(speed.getChannel()) + .append("];\n"); + } + + ClassUtil.forName(config.getDriverName(), getClass().getClassLoader()); + try( + Connection connection = RetryUtil.executeWithRetry( + () -> DriverManager.getConnection( + config.getJdbcUrl(), + config.getUsername(), + config.getPassword()), + LogMinerConnection.RETRY_TIMES, + LogMinerConnection.SLEEP_TIME, + false); + Statement statement = connection.createStatement(); + ) { + int oracleVersion = connection.getMetaData().getDatabaseMajorVersion(); + LOG.info("current Oracle version is：{}", oracleVersion); + + //1、校验Oracle账号用户角色组 + ResultSet rs = statement.executeQuery(SqlUtil.SQL_QUERY_ROLES); + List roles = new ArrayList<>(); + while (rs.next()) { + String role = rs.getString("GRANTED_ROLE"); + if (StringUtils.isNotEmpty(role)) { + roles.add(role.toUpperCase()); + } + } + //非DBA角色且非EXECUTE_CATALOG_ROLE角色 + if (!roles.contains("DBA") && !roles.contains("EXECUTE_CATALOG_ROLE")) { + sb.append("Non-DBA role users must be [EXECUTE_CATALOG_ROLE] role, ") + .append("current roles are: [") + .append(GsonUtil.GSON.toJson(roles)) + .append("], please execute sql for empowerment：GRANT EXECUTE_CATALOG_ROLE TO ") + .append(config.getUsername()) + .append(";\n"); + } + + //2、校验Oracle账号权限 + rs = statement.executeQuery(SqlUtil.SQL_QUERY_PRIVILEGES); + List privileges = new ArrayList<>(); + while (rs.next()) { + String privilege = rs.getString("PRIVILEGE"); + if (StringUtils.isNotEmpty(privilege)) { + privileges.add(privilege.toUpperCase()); + } + } + + int privilegeCount = 0; + List privilegeList; + //Oracle 11 + if (oracleVersion <= 11) { + privilegeList = SqlUtil.ORACLE_11_PRIVILEGES_NEEDED; + } else { + privilegeList = SqlUtil.PRIVILEGES_NEEDED; + } + for (String privilege : privilegeList) { + if (privileges.contains(privilege)) { + privilegeCount++; + } + } + + if(privilegeCount != privilegeList.size()){ + if (oracleVersion <= 11) { + sb.append("Insufficient permissions, ") + .append("current permissions are :") + .append(GsonUtil.GSON.toJson(privileges)) + .append(",please execute sql for empowerment：grant create session, execute_catalog_role, select any transaction, flashback any table, select any table, lock any table, select any dictionary to ") + .append(config.getUsername()) + .append(";\n"); + }else{ + sb.append("Insufficient permissions, ") + .append("current permissions are :") + .append(GsonUtil.GSON.toJson(privilegeList)) + .append(",please execute sql for empowerment：grant create session, execute_catalog_role, select any transaction, flashback any table, select any table, lock any table, logmining, select any dictionary to ") + .append(config.getUsername()) + .append(";\n"); + } + } + + //3、检查Oracle数据库是否开启日志归档 + rs = statement.executeQuery(SqlUtil.SQL_QUERY_LOG_MODE); + rs.next(); + String logMode = rs.getString(1); + if(!"ARCHIVELOG".equalsIgnoreCase(logMode)){ + sb.append("oracle logMode is ") + .append(logMode) + .append(", please enable log archiving;\n"); + } + + //4、检查Oracle数据库是否开启ALL追加日志 + rs = statement.executeQuery(SqlUtil.SQL_QUERY_SUPPLEMENTAL_LOG_DATA_ALL); + rs.next(); + if(!"YES".equalsIgnoreCase(rs.getString(1))){ + sb.append("supplemental_log_data_all is not enabled, please execute sql to enable this config: alter database add supplemental log data (all) columns;\n"); + } + + rs.close(); + + if(sb.length() > 0){ + throw new IllegalArgumentException(sb.toString()); + } + }catch (SQLException e){ + + StringBuilder detailsInfo = new StringBuilder(sb.length() + 128); + + if(sb.length() > 0){ + detailsInfo.append(" logMiner config not right，details is ").append(sb.toString()); + } + + detailsInfo.append(" \n error to check logMiner config, e = " ).append(ExceptionUtil.getErrorMessage(e)); + + throw new RuntimeException(detailsInfo.toString(), e); + } + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OraclelogminerReader.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OraclelogminerReader.java new file mode 100644 index 0000000000..f13e174473 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/reader/OraclelogminerReader.java @@ -0,0 +1,75 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.oraclelogminer.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.oraclelogminer.format.LogMinerConfig; +import com.dtstack.flinkx.reader.BaseDataReader; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; + +/** + * @author jiangbo + * @date 2019/12/14 + */ +public class OraclelogminerReader extends BaseDataReader { + + private LogMinerConfig logMinerConfig; + + public OraclelogminerReader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + + try { + logMinerConfig = objectMapper.readValue(objectMapper.writeValueAsString(readerConfig.getParameter().getAll()), LogMinerConfig.class); + } catch (Exception e) { + throw new RuntimeException("parse logMiner config error:", e); + } + + buildTableListenerRegex(); + } + + private void buildTableListenerRegex(){ + if (CollectionUtils.isEmpty(logMinerConfig.getTable())) { + return; + } + + String tableListener = StringUtils.join(logMinerConfig.getTable(), ","); + logMinerConfig.setListenerTables(tableListener); + } + + @Override + public DataStream readData() { + OracleLogMinerInputFormatBuilder builder = new OracleLogMinerInputFormatBuilder(); + builder.setDataTransferConfig(dataTransferConfig); + builder.setLogMinerConfig(logMinerConfig); + builder.setRestoreConfig(restoreConfig); + + builder.setMonitorUrls(monitorUrls); + builder.setBytes(bytes); + + return createInput(builder.finish()); + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/OraUtil.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/OraUtil.java new file mode 100644 index 0000000000..00fe3db1d3 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/OraUtil.java @@ -0,0 +1,65 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.oraclelogminer.util; + +import org.apache.commons.lang3.StringUtils; +import org.apache.commons.lang3.tuple.Pair; + +/** + * Date: 2020/12/28 + * Company: www.dtstack.com + * + * @author tudou + */ +public class OraUtil { + + /** + * 解析LogMiner异常信息，尝试分析原因及给出解决方法 + * @param errorMsg + * @return Pair L: Cause, R: Solution + */ + public static Pair parseErrorMsg(String errorMsg){ + Pair pair = null; + if(StringUtils.isNotBlank(errorMsg)){ + if(errorMsg.contains("ORA-01284")){ + pair = Pair.of("The file or directory may not exist or may be inaccessible or pathname exceeds 256 characters", + "Please ensure that the file and the directory exist and are accessible"); + }else if(errorMsg.contains("ORA-01013")){ + pair = Pair.of("sql is timeout when query data from logMiner", + "the default value of logMiner parameter: [queryTimeout] is 300S, it may be useful to adjust [queryTimeout], for example: [\"queryTimeout\": 360]"); + }else if(errorMsg.contains("ORA-00604")){ + pair = Pair.of("too many Oracle archive logs queried", + "increase the scn number of the query to reduce the number of archive logs queried OR set [readPosition] to [current]"); + }else if(errorMsg.contains("Connection reset by peer")){ + pair = Pair.of("This simply means that something in the backend ( DBMS ) decided to stop working due to unavailability of resources etc", + "This is not a problem with the FlinkX program, so there is nothing to do but restarting the logMiner task. For more detail, look at this: https://stackoverflow.com/questions/6110395/sqlrecoverableexception-i-o-exception-connection-reset"); + }else if(errorMsg.contains("ORA-00310")){ + pair = Pair.of("The archived log was out of sequence, probably because it was corrupt or the wrong redo log file name was specified during recovery", + "it may be useful to increase the number and size of redo log groups, and the restart the logMiner task"); + }else if(errorMsg.contains("ORA-01289")){ + pair = Pair.of("This simply means that the logfile specified has already been added to the list of logfiles and it may be we find same logfile ", + " you can restart the logMiner task"); + }else if(errorMsg.contains("ORA-00308") || errorMsg.contains("ORA-27037")){ + //todo https://blog.csdn.net/czmmiao/article/details/84173603 + pair = Pair.of("This simply means that if your Oracle version is 11.1, Oracle will scan or dump the redo records within 12 hours. If it is found that the required redo records have been deleted in the scan or dump, ora-00308 and ora-27037 errors will be reported. ", + "you can restart the logMiner task or The recommended solution for Oracle is to patch 8825048 and upgrade to 11.1.0.7.3 (patch set update) or 11.2.0.1 (base release)"); + } + } + return pair; + } +} diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java new file mode 100644 index 0000000000..42d781a7a4 --- /dev/null +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java @@ -0,0 +1,401 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.oraclelogminer.util; + +import com.dtstack.flinkx.constants.ConstantValue; +import org.apache.commons.lang.StringUtils; + +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.List; + +/** + * @author jiangbo + * @date 2019/12/14 + */ +public class SqlUtil { + + /** + * OPTIONS参数说明: + * DBMS_LOGMNR.SKIP_CORRUPTION - 跳过出错的redlog + * DBMS_LOGMNR.NO_SQL_DELIMITER - 不使用 ';'分割redo sql + * DBMS_LOGMNR.NO_ROWID_IN_STMT - 默认情况下，用于UPDATE和DELETE操作的SQL_REDO和SQL_UNDO语句在where子句中包含“ ROWID =”。 + * 但是，这对于想要重新执行SQL语句的应用程序是不方便的。设置此选项后，“ ROWID”不会放置在重构语句的末尾 + * DBMS_LOGMNR.DICT_FROM_ONLINE_CATALOG - 使用在线字典 + * DBMS_LOGMNR.CONTINUOUS_MINE - 需要在生成重做日志的同一实例中使用日志 + * DBMS_LOGMNR.COMMITTED_DATA_ONLY - 指定此选项时，LogMiner将属于同一事务的所有DML操作分组在一起。事务按提交顺序返回。 + * DBMS_LOGMNR.STRING_LITERALS_IN_STMT - 默认情况下，格式化格式化的SQL语句时，SQL_REDO和SQL_UNDO语句会使用数据库会话的NLS设置 + * 例如NLS_DATE_FORMAT，NLS_NUMERIC_CHARACTERS等）。使用此选项，将使用ANSI / ISO字符串文字格式对重构的SQL语句进行格式化。 + */ + public final static String SQL_START_LOG_MINER_AUTO_ADD_LOG = "" + + "BEGIN SYS.DBMS_LOGMNR.START_LOGMNR(" + + " STARTSCN => ?," + + " OPTIONS => SYS.DBMS_LOGMNR.SKIP_CORRUPTION " + + " + SYS.DBMS_LOGMNR.NO_SQL_DELIMITER " + + " + SYS.DBMS_LOGMNR.NO_ROWID_IN_STMT " + + " + SYS.DBMS_LOGMNR.DICT_FROM_ONLINE_CATALOG " + + " + SYS.DBMS_LOGMNR.CONTINUOUS_MINE " + + " + SYS.DBMS_LOGMNR.COMMITTED_DATA_ONLY " + + " + SYS.DBMS_LOGMNR.STRING_LITERALS_IN_STMT" + + ");" + + "END;"; + + public final static String SQL_START_LOG_MINER_AUTO_ADD_LOG_10 = "" + + "BEGIN SYS.DBMS_LOGMNR.START_LOGMNR(" + + " STARTSCN => ?," + + " OPTIONS => SYS.DBMS_LOGMNR.SKIP_CORRUPTION " + + " + SYS.DBMS_LOGMNR.NO_SQL_DELIMITER " + + " + SYS.DBMS_LOGMNR.NO_ROWID_IN_STMT " + + " + SYS.DBMS_LOGMNR.DICT_FROM_ONLINE_CATALOG " + + " + SYS.DBMS_LOGMNR.CONTINUOUS_MINE " + + " + SYS.DBMS_LOGMNR.COMMITTED_DATA_ONLY " + + ");" + + "END;"; + + /** + * 启动logminer + * 视图说明： + * v$log：存储未归档的日志 + * v$archived_log：存储已归档的日志文件 + * v$logfile： + */ + public final static String SQL_START_LOG_MINER = "" + + "DECLARE\n" + + " st BOOLEAN := true;\n" + + " start_scn NUMBER := ?;\n" + + "BEGIN\n" + + " FOR l_log_rec IN (\n" + + " SELECT\n" + + " MIN(name) name,\n" + + " first_change#\n" + + " FROM\n" + + " (\n" + + " SELECT\n" + + " MIN(member) AS name,\n" + + " first_change#,\n" + + " 281474976710655 AS next_change#\n" + + " FROM\n" + + " v$log l\n" + + " INNER JOIN v$logfile f ON l.group# = f.group#\n" + + " WHERE l.STATUS = 'CURRENT' OR l.STATUS = 'ACTIVE'\n" + + " GROUP BY\n" + + " first_change#\n" + + " UNION\n" + + " SELECT\n" + + " name,\n" + + " first_change#,\n" + + " next_change#\n" + + " FROM\n" + + " v$archived_log\n" + + " WHERE\n" + + " name IS NOT NULL\n" + + " )\n" + + " WHERE\n" + + " first_change# >= start_scn\n" + + " OR start_scn < next_change#\n" + + " GROUP BY\n" + + " first_change#\n" + + " ORDER BY\n" + + " first_change#\n" + + " ) LOOP IF st THEN\n" + + " SYS.DBMS_LOGMNR.add_logfile(l_log_rec.name, SYS.DBMS_LOGMNR.new);\n" + + " st := false;\n" + + " ELSE\n" + + " SYS.DBMS_LOGMNR.add_logfile(l_log_rec.name);\n" + + " END IF;\n" + + " END LOOP;\n" + + "\n" + + " SYS.DBMS_LOGMNR.start_logmnr(" + + " options => " + + " SYS.DBMS_LOGMNR.skip_corruption " + + " + SYS.DBMS_LOGMNR.no_sql_delimiter " + + " + SYS.DBMS_LOGMNR.no_rowid_in_stmt\n" + + " + SYS.DBMS_LOGMNR.dict_from_online_catalog " + + " + SYS.DBMS_LOGMNR.string_literals_in_stmt" + + " );\n" + + "END;"; + + public final static String SQL_START_LOG_MINER_10 = "" + + "DECLARE\n" + + " st BOOLEAN := true;\n" + + " start_scn NUMBER := ?;\n" + + "BEGIN\n" + + " FOR l_log_rec IN (\n" + + " SELECT\n" + + " MIN(name) name,\n" + + " first_change#\n" + + " FROM\n" + + " (\n" + + " SELECT\n" + + " MIN(member) AS name,\n" + + " first_change#,\n" + + " 281474976710655 AS next_change#\n" + + " FROM\n" + + " v$log l\n" + + " INNER JOIN v$logfile f ON l.group# = f.group#\n" + + " WHERE l.STATUS = 'CURRENT' OR l.STATUS = 'ACTIVE'\n" + + " GROUP BY\n" + + " first_change#\n" + + " UNION\n" + + " SELECT\n" + + " name,\n" + + " first_change#,\n" + + " next_change#\n" + + " FROM\n" + + " v$archived_log\n" + + " WHERE\n" + + " name IS NOT NULL\n" + + " )\n" + + " WHERE\n" + + " first_change# >= start_scn\n" + + " OR start_scn < next_change#\n" + + " GROUP BY\n" + + " first_change#\n" + + " ORDER BY\n" + + " first_change#\n" + + " ) LOOP IF st THEN\n" + + " SYS.DBMS_LOGMNR.add_logfile(l_log_rec.name, SYS.DBMS_LOGMNR.new);\n" + + " st := false;\n" + + " ELSE\n" + + " SYS.DBMS_LOGMNR.add_logfile(l_log_rec.name);\n" + + " END IF;\n" + + " END LOOP;\n" + + "\n" + + " SYS.DBMS_LOGMNR.start_logmnr(" + + " options => " + + " SYS.DBMS_LOGMNR.skip_corruption " + + " + SYS.DBMS_LOGMNR.no_sql_delimiter " + + " + SYS.DBMS_LOGMNR.no_rowid_in_stmt\n" + + " + SYS.DBMS_LOGMNR.dict_from_online_catalog " + + " );\n" + + "END;"; + + public final static String SQL_QUERY_LOG_FILE = + "SELECT\n" + + " MIN(name) name,\n" + + " first_change#,\n" + + " MIN(next_change#) next_change#\n" + + "FROM\n" + + " (\n" + + " SELECT\n" + + " MIN(member) AS name,\n" + + " first_change#,\n" + + " MIN(next_change#) next_change#\n" + + " FROM\n" + + " v$log l\n" + + " INNER JOIN v$logfile f ON l.group# = f.group#\n" + + " WHERE l.STATUS = 'CURRENT' OR l.STATUS = 'ACTIVE'\n" + + " GROUP BY\n" + + " first_change#\n" + + " UNION\n" + + " SELECT\n" + + " name,\n" + + " first_change#,\n" + + " next_change#\n" + + " FROM\n" + + " v$archived_log\n" + + " WHERE\n" + + " name IS NOT NULL\n" + + " )\n" + + "WHERE\n" + + " first_change# >= ?\n" + + " OR ? < next_change#\n" + + "GROUP BY\n" + + " first_change#\n" + + "ORDER BY\n" + + " first_change#"; + + public final static String SQL_QUERY_LOG_FILE_10 = + "SELECT\n" + + " MIN(name) name,\n" + + " first_change#,\n" + + " MIN(next_change#) next_change#\n" + + "FROM\n" + + " (\n" + + " SELECT\n" + + " MIN(member) AS name,\n" + + " first_change#,\n" + + " 281474976710655 AS next_change#\n" + + " FROM\n" + + " v$log l\n" + + " INNER JOIN v$logfile f ON l.group# = f.group#\n" + + " WHERE l.STATUS = 'CURRENT' OR l.STATUS = 'ACTIVE'\n" + + " GROUP BY\n" + + " first_change#\n" + + " UNION\n" + + " SELECT\n" + + " name,\n" + + " first_change#,\n" + + " next_change#\n" + + " FROM\n" + + " v$archived_log\n" + + " WHERE\n" + + " name IS NOT NULL\n" + + " )\n" + + "WHERE\n" + + " first_change# >= ?\n" + + " OR ? < next_change#\n" + + "GROUP BY\n" + + " first_change#\n" + + "ORDER BY\n" + + " first_change#"; + + public final static String SQL_SELECT_DATA = "" + + "SELECT\n" + + " scn,\n" + + //oracle 10 没有该字段 +// " commit_scn,\n" + + " timestamp,\n" + + " operation,\n" + + " seg_owner,\n" + + " table_name,\n" + + " sql_redo,\n" + + " row_id,\n" + + " csf\n" + + "FROM\n" + + " v$logmnr_contents\n" + + "WHERE\n" + + " scn > ?"; + + public final static String SQL_STOP_LOG_MINER = "BEGIN SYS.DBMS_LOGMNR.END_LOGMNR; end;"; + + public final static String SQL_GET_CURRENT_SCN = "select min(CURRENT_SCN) CURRENT_SCN from gv$database"; + + public final static String SQL_GET_LOG_FILE_START_POSITION = "select min(FIRST_CHANGE#) FIRST_CHANGE# from (select FIRST_CHANGE# from v$log union select FIRST_CHANGE# from v$archived_log where standby_dest='NO' and name is not null)"; + + public final static String SQL_GET_LOG_FILE_START_POSITION_BY_SCN = "select min(FIRST_CHANGE#) FIRST_CHANGE# from (select FIRST_CHANGE# from v$log where ? between FIRST_CHANGE# and NEXT_CHANGE# union select FIRST_CHANGE# from v$archived_log where ? between FIRST_CHANGE# and NEXT_CHANGE# and standby_dest='NO' and name is not null)"; + + public final static String SQL_GET_LOG_FILE_START_POSITION_BY_SCN_10 = "select min(FIRST_CHANGE#) FIRST_CHANGE# from (select FIRST_CHANGE# from v$log where ? > FIRST_CHANGE# union select FIRST_CHANGE# from v$archived_log where ? between FIRST_CHANGE# and NEXT_CHANGE# and standby_dest='NO' and name is not null)"; + + public final static String SQL_GET_LOG_FILE_START_POSITION_BY_TIME = "select min(FIRST_CHANGE#) FIRST_CHANGE# from (select FIRST_CHANGE# from v$log where TO_DATE(?, 'YYYY-MM-DD HH24:MI:SS') between FIRST_TIME and NVL(NEXT_TIME, TO_DATE(?, 'YYYY-MM-DD HH24:MI:SS')) union select FIRST_CHANGE# from v$archived_log where TO_DATE(?, 'YYYY-MM-DD HH24:MI:SS') between FIRST_TIME and NEXT_TIME and standby_dest='NO' and name is not null)"; + + public final static String SQL_GET_LOG_FILE_START_POSITION_BY_TIME_10 = "select min(FIRST_CHANGE#) FIRST_CHANGE# from (select FIRST_CHANGE# from v$log where TO_DATE(?, 'YYYY-MM-DD HH24:MI:SS') > FIRST_TIME union select FIRST_CHANGE# from v$archived_log where TO_DATE(?, 'YYYY-MM-DD HH24:MI:SS') between FIRST_TIME and NEXT_TIME and standby_dest='NO' and name is not null)"; + + //修改当前会话的date日期格式 + public final static String SQL_ALTER_DATE_FORMAT ="ALTER SESSION SET NLS_DATE_FORMAT = 'YYYY-MM-DD HH24:MI:SS'"; + + //修改当前会话的timestamp日期格式 + public final static String NLS_TIMESTAMP_FORMAT ="ALTER SESSION SET NLS_TIMESTAMP_FORMAT = 'YYYY-MM-DD HH24:MI:SS.FF6'"; + + public final static String SQL_QUERY_ROLES = "SELECT * FROM USER_ROLE_PRIVS"; + + public final static String SQL_QUERY_PRIVILEGES = "SELECT * FROM SESSION_PRIVS"; + + public final static String SQL_QUERY_ENCODING = "SELECT USERENV('LANGUAGE') FROM DUAL"; + + public final static String SQL_QUERY_LOG_MODE = "SELECT LOG_MODE FROM V$DATABASE"; + + public final static String SQL_QUERY_SUPPLEMENTAL_LOG_DATA_ALL = "SELECT SUPPLEMENTAL_LOG_DATA_ALL FROM V$DATABASE"; + public static final List PRIVILEGES_NEEDED = Arrays.asList("CREATE SESSION", "LOGMINING", "SELECT ANY TRANSACTION", "SELECT ANY DICTIONARY"); + public static final List ORACLE_11_PRIVILEGES_NEEDED = Arrays.asList("CREATE SESSION", "SELECT ANY TRANSACTION", "SELECT ANY DICTIONARY"); + private final static List SUPPORTED_OPERATIONS = Arrays.asList("UPDATE", "INSERT", "DELETE"); + public static List EXCLUDE_SCHEMAS = Collections.singletonList("SYS"); + + /** + * 构建查询v$logmnr_contents视图SQL + * @param listenerOptions 需要采集操作类型字符串 delete,insert,update + * @param listenerTables 需要采集的schema+表名 SCHEMA1.TABLE1,SCHEMA2.TABLE2 + * @return + */ + public static String buildSelectSql(String listenerOptions, String listenerTables){ + StringBuilder sqlBuilder = new StringBuilder(SQL_SELECT_DATA); + + if (StringUtils.isNotEmpty(listenerOptions)) { + sqlBuilder.append(" and ").append(buildOperationFilter(listenerOptions)); + } + + if (StringUtils.isNotEmpty(listenerTables)) { + sqlBuilder.append(" and ").append(buildSchemaTableFilter(listenerTables)); + } else { + sqlBuilder.append(" and ").append(buildExcludeSchemaFilter()); + } + + return sqlBuilder.toString(); +} + + /** + * 构建需要采集操作类型字符串的过滤条件 + * @param listenerOptions 需要采集操作类型字符串 delete,insert,update + * @return + */ + private static String buildOperationFilter(String listenerOptions){ + List standardOperations = new ArrayList<>(); + + String[] operations = listenerOptions.split(ConstantValue.COMMA_SYMBOL); + for (String operation : operations) { + if (!SUPPORTED_OPERATIONS.contains(operation.toUpperCase())) { + throw new RuntimeException("Unsupported operation type:" + operation); + } + + standardOperations.add(String.format("'%s'", operation.toUpperCase())); + } + + return String.format("OPERATION in (%s) ", StringUtils.join(standardOperations, ConstantValue.COMMA_SYMBOL)); + } + + /** + * 过滤系统表 + * @return + */ + private static String buildExcludeSchemaFilter(){ + List filters = new ArrayList<>(); + for (String excludeSchema : EXCLUDE_SCHEMAS) { + filters.add(String.format("SEG_OWNER != '%s'", excludeSchema)); + } + + return String.format("(%s)", StringUtils.join(filters, " and ")); + } + + /** + * 构建需要采集的schema+表名的过滤条件 + * @param listenerTables 需要采集的schema+表名 SCHEMA1.TABLE1,SCHEMA2.TABLE2 + * @return + */ + private static String buildSchemaTableFilter(String listenerTables){ + List filters = new ArrayList<>(); + + String[] tableWithSchemas = listenerTables.split(ConstantValue.COMMA_SYMBOL); + for (String tableWithSchema : tableWithSchemas){ + List tables = Arrays.asList(tableWithSchema.split("\\.")); + if (ConstantValue.STAR_SYMBOL.equals(tables.get(0))) { + throw new IllegalArgumentException("Must specify the schema to be collected:" + tableWithSchema); + } + + StringBuilder tableFilterBuilder = new StringBuilder(256); + tableFilterBuilder.append(String.format("SEG_OWNER='%s'", tables.get(0))); + + if(!ConstantValue.STAR_SYMBOL.equals(tables.get(1))){ + tableFilterBuilder.append(" and ").append(String.format("TABLE_NAME='%s'", tables.get(1))); + } + + filters.add(String.format("(%s)", tableFilterBuilder.toString())); + } + + return String.format("(%s)", StringUtils.join(filters, " or ")); + } + + /** + * 是否为临时表，临时表没有redo sql，sql_redo内容为No SQL_UNDO for temporary tables + * @param sql redo sql + * @return + */ + public static boolean isCreateTemporaryTableSql(String sql) { + return sql.contains("temporary tables"); + } +} \ No newline at end of file diff --git a/flinkx-oraclelogminer/pom.xml b/flinkx-oraclelogminer/pom.xml new file mode 100644 index 0000000000..ef17277ffb --- /dev/null +++ b/flinkx-oraclelogminer/pom.xml @@ -0,0 +1,36 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-oraclelogminer + pom + + flinkx-oraclelogminer-reader + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + ch.qos.logback + logback-classic + + + ch.qos.logback + logback-core + + + + + \ No newline at end of file diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index a544ea0ca3..43a3d1c744 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -394,6 +394,12 @@ 1.6 + + com.dtstack.flinkx + flinkx-oraclelogminer-reader + 1.6 + + org.apache.hadoop hadoop-hdfs diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index c6d83f82db..4e2a2eb175 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -66,6 +66,7 @@ import com.dtstack.flinkx.odps.writer.OdpsWriter; import com.dtstack.flinkx.oracle.reader.OracleReader; import com.dtstack.flinkx.oracle.writer.OracleWriter; +import com.dtstack.flinkx.oraclelogminer.reader.OraclelogminerReader; import com.dtstack.flinkx.phoenix5.reader.Phoenix5Reader; import com.dtstack.flinkx.phoenix5.writer.Phoenix5Writer; import com.dtstack.flinkx.polardb.reader.PolardbReader; @@ -223,6 +224,7 @@ private static BaseDataReader buildDataReader(DataTransferConfig config, StreamE case PluginNameConstants.GREENPLUM_READER : reader = new GreenplumReader(config, env); break; case PluginNameConstants.PHOENIX5_READER : reader = new Phoenix5Reader(config, env); break; case PluginNameConstants.KINGBASE_READER : reader = new KingbaseReader(config, env); break; + case PluginNameConstants.ORACLE_LOG_MINER_READER : reader = new OraclelogminerReader(config, env); break; default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); } diff --git a/jars/readme.md b/jars/readme.md index e6a930809e..312bd13725 100644 --- a/jars/readme.md +++ b/jars/readme.md @@ -1,6 +1,6 @@ -# 打包找不到db2和oracle相关驱动包临时解决办法 +# 打包找不到驱动包解决办法 -下载这连个驱动包，上传到本地仓库： +下载对应驱动包，上传到本地仓库： db2：[下载](db2jcc-3.72.44.jar) @@ -10,16 +10,28 @@ gbase：[下载](gbase-8.3.81.53.jar) 达梦：[下载](Dm7JdbcDriver18.jar) +人大金仓：[下载](kingbase8-8.2.0.jar) + +vertica：[下载](vertica-jdbc-9.1.1-0.jar) + 然后上传到本地仓库： ``` -mvn install:install-file -DgroupId=com.ibm.db2 -DartifactId=db2jcc -Dversion=3.72.44 -Dpackaging=jar -Dfile=db2jcc-3.72.44.jar +## db2 driver +mvn install:install-file -DgroupId=com.ibm.db2 -DartifactId=db2jcc -Dversion=3.72.44 -Dpackaging=jar -Dfile=../jars/db2jcc-3.72.44.jar -mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversion=12.2.0.1 -Dpackaging=jar -Dfile=ojdbc8-12.2.0.1.jar +## oracle driver +mvn install:install-file -DgroupId=com.github.noraui -DartifactId=ojdbc8 -Dversion=12.2.0.1 -Dpackaging=jar -Dfile=../jars/ojdbc8-12.2.0.1.jar -mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=gbase-8.3.81.53.jar +## gbase driver +mvn install:install-file -DgroupId=com.esen.jdbc -DartifactId=gbase -Dversion=8.3.81.53 -Dpackaging=jar -Dfile=../jars/gbase-8.3.81.53.jar -mvn install:install-file -DgroupId=com.dm -DartifactId=Dm7JdbcDriver18 -Dversion=7.6.0.197 -Dpackaging=jar -Dfile=Dm7JdbcDriver18.jar -``` +## dm driver +mvn install:install-file -DgroupId=dm.jdbc.driver -DartifactId=dm7 -Dversion=18.0.0 -Dpackaging=jar -Dfile=../jars/Dm7JdbcDriver18.jar -说明：这几个驱动包在我们自己搭建的仓库里有，并且这几个版本的驱动包在已经在生产环境中使用，所以不能很快修改版本，需要做相关测试，我们会在后期的版本中修改这两个驱动包的版本，可以先暂时下载安装驱动来解决。 +## kingbase driver +mvn install:install-file -DgroupId=com.kingbase8 -DartifactId=kingbase8 -Dversion=8.2.0 -Dpackaging=jar -Dfile=../jars/kingbase8-8.2.0.jar + +## vertica driver +mvn install:install-file -DgroupId=fakepath -DartifactId=vertica-jdbc -Dversion=9.1.1-0 -Dpackaging=jar -Dfile=../jars/vertica-jdbc-9.1.1-0.jar +``` diff --git a/pom.xml b/pom.xml index a7d057c196..a0d5e8442a 100644 --- a/pom.xml +++ b/pom.xml @@ -58,6 +58,7 @@ flinkx-pulsar flinkx-pgwal flinkx-restapi + flinkx-oraclelogminer From b4814e67d986ced8b327e498ebfbbe42e7e6f1ec Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 5 Feb 2021 18:19:44 +0800 Subject: [PATCH 099/136] =?UTF-8?q?=E5=A2=9E=E5=8A=A0setting=E6=96=87?= =?UTF-8?q?=E4=BB=B6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- jars/settings.xml | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 jars/settings.xml diff --git a/jars/settings.xml b/jars/settings.xml new file mode 100644 index 0000000000..85c4fa82f5 --- /dev/null +++ b/jars/settings.xml @@ -0,0 +1,18 @@ + + + + + /home/apache-maven-3.6.1/repository + + + + alimaven + aliyun maven + http://maven.aliyun.com/nexus/content/groups/public/ + central + + + + \ No newline at end of file From 8f221221776220ee63bac8ca5877717452093ae6 Mon Sep 17 00:00:00 2001 From: "jiguo.djg" Date: Sun, 21 Feb 2021 11:52:48 +0800 Subject: [PATCH 100/136] readme error --- docs/restore.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/restore.md b/docs/restore.md index fc2c607197..82df956b5f 100644 --- a/docs/restore.md +++ b/docs/restore.md @@ -111,7 +111,7 @@ checkpoint触发后，两个reader先生成Snapshot记录读取状态，通道0 > > Writer_1：id=无法确定 -任务状态会记录到配置的HDFS目录/flinkx/checkpoint/abc123下。因为每个Writer会接收两个Reader的数据，以及各个通道的数据读写速率可能不一样，所以导致writer接收到的数据顺序是不确定的，但是这不影响数据的准确性，因为读取数据时只需要Reader记录的状态就可以构造查询sql，我们只要确保这些数据真的写到HDF就行了。在Writer生成Snapshot之前，会做一系列操作保证接收到的数据全部写入HDFS： +任务状态会记录到配置的HDFS目录/flinkx/checkpoint/abc123下。因为每个Writer会接收两个Reader的数据，以及各个通道的数据读写速率可能不一样，所以导致writer接收到的数据顺序是不确定的，但是这不影响数据的准确性，因为读取数据时只需要Reader记录的状态就可以构造查询sql，我们只要确保这些数据真的写到HDFS就行了。在Writer生成Snapshot之前，会做一系列操作保证接收到的数据全部写入HDFS： - close写入HDFS文件的数据流，这时候会在/data_test/.data目录下生成两个两个文件: From b133a3444f7823ef7627597e8b59674e76813dae Mon Sep 17 00:00:00 2001 From: "jiguo.djg" Date: Sun, 21 Feb 2021 13:50:59 +0800 Subject: [PATCH 101/136] =?UTF-8?q?readme=E4=B8=AD=E5=85=B3=E4=BA=8Estream?= =?UTF-8?q?writer=E7=9A=84=E6=96=87=E6=A1=A3=E9=93=BE=E6=8E=A5=E9=94=99?= =?UTF-8?q?=E8=AF=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 2 +- README_CH.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index cd8aa4cea1..cc266f8808 100644 --- a/README.md +++ b/README.md @@ -62,7 +62,7 @@ The following databases are currently supported: | | FTP | [doc](docs/offline/reader/ftpreader.md) | [doc](docs/offline/writer/ftpwriter.md) | | | HDFS | [doc](docs/offline/reader/hdfsreader.md) | [doc](docs/offline/writer/hdfswriter.md) | | | Carbondata | [doc](docs/offline/reader/carbondatareader.md) | [doc](docs/offline/writer/carbondatawriter.md) | -| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/carbondatawriter.md) | +| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/streamwriter.md) | | | Redis | | [doc](docs/offline/writer/rediswriter.md) | | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | diff --git a/README_CH.md b/README_CH.md index c181ce45c0..5b36a2f513 100644 --- a/README_CH.md +++ b/README_CH.md @@ -73,7 +73,7 @@ FlinkX目前支持下面这些数据库： | | FTP | [doc](docs/offline/reader/ftpreader.md) | [doc](docs/offline/writer/ftpwriter.md) | | | HDFS | [doc](docs/offline/reader/hdfsreader.md) | [doc](docs/offline/writer/hdfswriter.md) | | | Carbondata | [doc](docs/offline/reader/carbondatareader.md) | [doc](docs/offline/writer/carbondatawriter.md) | -| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/carbondatawriter.md) | +| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/streamwriter.md) | | | Redis | | [doc](docs/offline/writer/rediswriter.md) | | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | From 1d0dc423ed41069c272fc9056e629d920ab6bfb4 Mon Sep 17 00:00:00 2001 From: Ting Sun <11710108@mail.sustech.edu.cn> Date: Mon, 22 Feb 2021 20:42:21 +0800 Subject: [PATCH 102/136] =?UTF-8?q?Update=20readme.md=EF=BC=9ACorrct=20the?= =?UTF-8?q?=20syntax=20format?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Just a trivial patch for syntax. --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 313ecf207e..169573579b 100644 --- a/README.md +++ b/README.md @@ -7,9 +7,9 @@ English | [中文](README_CH.md) # Communication -- We are recruiting **Big data platform development engineers**.If you want more information about the position, please add WeChat ID [**ysqwhiletrue**] or email your resume to [sishu@dtstack.com](mailto:sishu@dtstack.com). +- We are recruiting **Big data platform development engineers**. If you want more information about the position, please add WeChat ID [**ysqwhiletrue**] or email your resume to [sishu@dtstack.com](mailto:sishu@dtstack.com). -- We use [DingTalk](https://www.dingtalk.com/) to communicate,You can search the group number [**30537511**] or scan the QR code below to join the communication group +- We use [DingTalk](https://www.dingtalk.com/) to communicate, you can search the group number [**30537511**] or scan the QR code below to join the communication group
From 25866642dbb89ba9367589f4d3e63c82518b1810 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Tue, 2 Mar 2021 14:11:00 +0800 Subject: [PATCH 103/136] add sqlserverCDC Modules and docs --- README.md | 3 +- README_CH.md | 3 +- docs/offline/reader/sqlserverreader.md | 1 - docs/realTime/reader/kafkareader.md | 15 +- docs/realTime/reader/restapireader.md | 296 +++++++++++++++--- .../com/dtstack/flinkx/binlog/BinlogUtil.java | 4 +- .../format/BinlogInputFormatBuilder.java | 19 +- .../flinkx/cassandra/CassandraUtil.java | 3 +- .../reader/CassandraInputFormat.java | 4 +- .../main/java/com/dtstack/flinkx/Main.java | 1 - .../outputformat/BaseRichOutputFormat.java | 2 +- .../source/DtInputFormatSourceFunction.java | 21 +- .../com/dtstack/flinkx/util/DateUtil.java | 14 +- .../com/dtstack/flinkx/util/GsonUtil.java | 9 +- .../flinkx/emqx/format/EmqxOutputFormat.java | 5 +- .../com/dtstack/flinkx/ftp/FtpHandler.java | 2 + .../flinkx/ftp/reader/FtpInputFormat.java | 4 +- .../ftp/reader/FtpSeqBufferedReader.java | 22 +- .../flinkx/hbase/reader/HbaseInputFormat.java | 19 +- .../hdfs/reader/BaseHdfsInputFormat.java | 3 + .../hdfs/reader/HdfsInputFormatBuilder.java | 15 +- .../hdfs/writer/BaseHdfsOutputFormat.java | 1 - .../hdfs/writer/HdfsOrcOutputFormat.java | 2 +- .../hdfs/writer/HdfsOutputFormatBuilder.java | 16 +- .../hdfs/writer/HdfsParquetOutputFormat.java | 2 +- .../hdfs/writer/HdfsTextOutputFormat.java | 2 +- .../hive/writer/HiveOutputFormatBuilder.java | 2 - .../flinkx/hive/writer/HiveWriter.java | 57 ++-- .../kafka/format/KafkaOutputFormat.java | 13 +- .../flinkx/kafka/writer/KafkaWriter.java | 2 + .../kafka09/format/Kafka09OutputFormat.java | 11 +- .../flinkx/kafkabase/KafkaConfigKeys.java | 7 +- .../flinkx/kafkabase/util/KafkaUtil.java | 2 - .../format/KafkaBaseOutputFormat.java | 51 +++ .../kafkabase/writer/KafkaBaseWriter.java | 8 + .../kingbase/format/KingbaseOutputFormat.java | 4 +- .../kingbase/writer/KingbaseWriter.java | 1 + .../flinkx/launcher/ClusterClientFactory.java | 54 ++-- .../com/dtstack/flinkx/launcher/Launcher.java | 7 +- .../mongodb/reader/MongodbInputFormat.java | 4 +- .../mongodb/reader/MongodbInputSplit.java | 9 + .../format/LogMinerConnection.java | 63 ++-- .../flinkx/oraclelogminer/util/SqlUtil.java | 8 +- .../flinkx/pgwal/format/PgWalInputFormat.java | 2 +- .../pgwal/format/PgWalInputFormatBuilder.java | 2 +- .../flinkx/phoenix/reader/PhoenixReader.java | 1 - .../flinkx/phoenix/writer/PhoenixWriter.java | 1 - .../phoenix5/format/Phoenix5InputFormat.java | 5 +- .../phoenix5/writer/Phoenix5Writer.java | 1 - .../postgresql/reader/PostgresqlReader.java | 7 + .../postgresql/writer/PostgresqlWriter.java | 7 + .../com/dtstack/flinkx/rdb/util/DbUtil.java | 12 +- .../JdbcInputFormat.java | 4 +- .../rdb/outputformat/JdbcOutputFormat.java | 5 +- .../flinkx/restapi/common/ConstantParam.java | 112 ------- .../restapi/common/ConstantVarible.java | 22 -- .../restapi/common/CurrentTimeVarible.java | 43 --- .../flinkx/restapi/common/DymaticParam.java | 260 --------------- .../flinkx/restapi/common/HttpUtil.java | 83 ++++- .../restapi/common/InnerVaribleFactory.java | 53 ---- .../restapi/common/IntervalTimeVarible.java | 43 --- .../flinkx/restapi/common/MapUtils.java | 37 --- .../restapi/common/ParamDefinition.java | 56 ---- .../common/ParamDefinitionNextAble.java | 31 -- .../flinkx/restapi/common/ParamFactory.java | 105 ------- .../flinkx/restapi/common/ParamType.java | 9 +- .../flinkx/restapi/common/Paramitem.java | 31 -- .../restapi/common/ReplaceParamItem.java | 48 --- .../flinkx/restapi/common/RestContext.java | 188 ----------- .../flinkx/restapi/common/UuidVarible.java | 21 -- .../common/exception/ReadRecordException.java | 10 - .../exception/ResponseBreakException.java | 22 -- .../exception/ResponseRetryException.java | 22 -- .../common/handler/BreakDataHandler.java | 26 -- .../restapi/common/handler/DataHandler.java | 23 -- .../common/handler/DataHandlerFactory.java | 29 -- .../common/handler/RetryDataHandler.java | 24 -- .../flinkx/restapi/common/httprequestApi.java | 76 ----- .../restapi/inputformat/HttpClient.java | 194 ------------ .../inputformat/RestapiInputFormat.java | 118 ------- .../RestapiInputFormatBuilder.java | 66 ---- .../flinkx/restapi/reader/HttpRestConfig.java | 163 +++++++--- .../flinkx/restapi/reader/RestapiReader.java | 65 ++-- flinkx-test/pom.xml | 12 +- .../com/dtstack/flinkx/test/LocalTest.java | 5 + .../flinkx/test/PluginNameConstants.java | 3 + pom.xml | 3 +- 87 files changed, 894 insertions(+), 1947 deletions(-) delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantParam.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantVarible.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/CurrentTimeVarible.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/DymaticParam.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/InnerVaribleFactory.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/IntervalTimeVarible.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MapUtils.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinition.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinitionNextAble.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamFactory.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/Paramitem.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ReplaceParamItem.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestContext.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/UuidVarible.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ReadRecordException.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseBreakException.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseRetryException.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/BreakDataHandler.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandler.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandlerFactory.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/RetryDataHandler.java delete mode 100644 flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/httprequestApi.java delete mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java delete mode 100644 flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java diff --git a/README.md b/README.md index 313ecf207e..6007a5bcb3 100644 --- a/README.md +++ b/README.md @@ -70,7 +70,7 @@ The following databases are currently supported: | | FTP | [doc](docs/offline/reader/ftpreader.md) | [doc](docs/offline/writer/ftpwriter.md) | | | HDFS | [doc](docs/offline/reader/hdfsreader.md) | [doc](docs/offline/writer/hdfswriter.md) | | | Carbondata | [doc](docs/offline/reader/carbondatareader.md) | [doc](docs/offline/writer/carbondatawriter.md) | -| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/carbondatawriter.md) | +| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/streamwriter.md) | | | Redis | | [doc](docs/offline/writer/rediswriter.md) | | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | @@ -80,6 +80,7 @@ The following databases are currently supported: | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | | | Oracle LogMiner| [doc](docs/realTime/reader/LogMiner.md) | | +| | Sqlserver CDC| [doc](docs/realTime/reader/sqlservercdc.md) | | # Fundamental In the underlying implementation, FlinkX relies on Flink, and the data synchronization task will be translated into StreamGraph and executed on Flink. The basic principle is as follows: diff --git a/README_CH.md b/README_CH.md index eb2b4ce4e3..d5cf5b1813 100644 --- a/README_CH.md +++ b/README_CH.md @@ -80,7 +80,7 @@ FlinkX目前支持下面这些数据库： | | FTP | [doc](docs/offline/reader/ftpreader.md) | [doc](docs/offline/writer/ftpwriter.md) | | | HDFS | [doc](docs/offline/reader/hdfsreader.md) | [doc](docs/offline/writer/hdfswriter.md) | | | Carbondata | [doc](docs/offline/reader/carbondatareader.md) | [doc](docs/offline/writer/carbondatawriter.md) | -| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/carbondatawriter.md) | +| | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/streamwriter.md) | | | Redis | | [doc](docs/offline/writer/rediswriter.md) | | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | @@ -90,6 +90,7 @@ FlinkX目前支持下面这些数据库： | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | | | Oracle LogMiner | [doc](docs/realTime/reader/LogMiner.md) | | +| | Sqlserver CDC | [doc](docs/realTime/reader/sqlservercdc.md) | | # 基本原理 在底层实现上，FlinkX依赖Flink，数据同步任务会被翻译成StreamGraph在Flink上执行，基本原理如下图： diff --git a/docs/offline/reader/sqlserverreader.md b/docs/offline/reader/sqlserverreader.md index f10f7aabb9..9b465721da 100644 --- a/docs/offline/reader/sqlserverreader.md +++ b/docs/offline/reader/sqlserverreader.md @@ -398,7 +398,6 @@ } } } -} ``` #### 4、增量同步指定startLocation diff --git a/docs/realTime/reader/kafkareader.md b/docs/realTime/reader/kafkareader.md index f754c2846d..045ef5fb08 100644 --- a/docs/realTime/reader/kafkareader.md +++ b/docs/realTime/reader/kafkareader.md @@ -155,21 +155,24 @@ kafka插件存在四个版本，根据kafka版本的不同，插件名称也略
+ + ## 三、配置示例 ### 1、kafka09 ```json { - "job" : { - "content" : [ { + "job": { + "content": [{ "reader" : { "parameter" : { "topic" : "kafka09", - "groupId" : "default", - "codec" : "text", + "codec": "plain", "encoding": "UTF-8", - "blankIgnore": false, "consumerSettings" : { - "zookeeper.connect" : "localhost:2181/kafka09" + "zookeeper.connect" : "0.0.0.1:2182/kafka09", + "group.id" : "default", + "auto.commit.interval.ms" : "1000", + "auto.offset.reset" : "smallest" } }, "name" : "kafka09reader" diff --git a/docs/realTime/reader/restapireader.md b/docs/realTime/reader/restapireader.md index f13bcd1da3..8635053f26 100644 --- a/docs/realTime/reader/restapireader.md +++ b/docs/realTime/reader/restapireader.md @@ -1,37 +1,231 @@ # Restapi Reader + + +- [Restapi Reader](#restapi-reader) + - [一、插件名称](#一插件名称) + - [二、参数说明](#二参数说明) + - [三、配置示例](#三配置示例) + + - ## 一、插件名称 -名称：restapireader
+名称：restapireader + - ## 二、参数说明 -- **url** - - 描述：连接的url - - 必选：是 - - 默认值：无 - - 字段类型：String -
-- **method** - - 描述：request的类型，`post`、`get` - - 必选：是 - - 默认值：无 - - 字段类型：String -
+- url + - 描述：http请求地址 + - 必选：是 + - 字段类型：string + +
+ +- requestMode + - 描述：http请求方式 + - 必选：是 + - 字段类型：string + - 可选值：post get + +
+ +- header + - 描述: 请求的header + - 注意: 当请求方式为post时，Content-Type需为application/json，目前只支持post请求的json格式，不支持表单提交 + - 必选: 否，如果requestMode配置未post，header会自动添加 'application/json' head头 + - 字段类型：数组 +```json + "header": [ + { + "name": "token", + "value": "${uuid}" + } + ], +``` + +- 参数解析 + - name 请求的key 必选 + - value key的值 必选 + +
+ +- body + - 描述：对应post请求的body参数 + - 注意：参数支持动态参数替换，内置变量以及动态变量的加减(只支持动态变量的一次加减运算)， + - 内置变量 + - ${currentTime}当前时间，获取当前时间，格式为yyyy-MM-dd HH:mm:ss类型 + - ${intervalTime}间隔时间，代表参数 intervalTime 的值 + - ${uuid} 随机字符串 32位的随机字符串 + - param/body/response变量 + - ${param.key} 对应get请求param参数里key对应的值 + - ${body.key}对应post请求的body参数里key对应的值 + - ${response.key} 对应返回值里的key对应的值 + - 必选：否 + - 字段类型：数组 +```json +"body": [ + { + "name": "stime", + "value": "${currentTime}", + "nextValue": "${body.stime}+${intervalTime}", + "format": "yyyy-mm-dd hh:mm:ss" + }, + { + "name": "etime", + "value": "${body.stime}+${intervalTime}", + "format": "yyyy-mm-dd hh:mm:ss" + } + ], +``` + +- 参数解析 + - name 请求的key 必选 + - value key的值 必选 + - nextValue 除第一次请求之外，key对应的值 非必选 + - format 格式化模板 非必选，如果要求请求格式是日期格式，必须填写 + +
+ +- param + - 描述：对应get请求参数 + - 注意：参数支持动态参数替换，内置变量以及动态变量的加减(只支持动态变量的一次加减运算) + - 内置变量 + - ${currentTime}当前时间，获取当前时间，格式为yyyy-MM-dd HH:mm:ss类型 + - ${intervalTime}间隔时间，代表参数 intervalTime 的值 + - ${uuid} 随机字符串 32位的随机字符串 + - param/body/response变量 + - ${param.key} 对应get请求param参数里key对应的值 + - ${body.key}对应post请求的body参数里key对应的值 + - ${response.key} 对应返回值里的key对应的值 + - 必选：否 + - 字段类型：数组 +```json +"param": [ + { + "name": "stime", + "value": "${currentTime}", + "nextValue": "${body.stime}+${intervalTime}", + "format": "yyyy-mm-dd hh:mm:ss" + }, + { + "name": "etime", + "value": "${body.stime}+${intervalTime}", + "format": "yyyy-mm-dd hh:mm:ss" + } + ], +``` + +- 参数解析 + - name 请求的key 必选 + - value key的值 必选 + - nextValue 除第一次请求之外，key对应的值 非必选 + - format 格式化模板 非必选，如果要求请求格式是日期格式，必须填写 + +
+ +- decode + - 描述 解码器 返回数据是作为json格式还是text格式处理 + - 必选：否 + - 字段类型：string +```json +"deocode":"json" +``` + +- 默认值：text +- 可选值：text json + - text 不做任何处理，返回值直接丢出去 + - json 可以进行定制化输出，指定输出的key，则对返回值解析，获取对应的key以及值 组装新的json数据丢出去 + +
+ +- fields + - 描述：在decode为json时，可以对返回值指定key输出 + - 注意：decode为text模式时，不支持此参数， key以 . 作为层级，多个key用逗号隔开 + - 必选： 否 + - 字段类型：string + - 示例 +fields值为 +``` +"fields": "msg.key1,msg.key2.key3", +``` +返回值为： +```json +{ + "msg": { + "key1": "value1", + "key2": { + "key3": "value2", + "key4": "value3", + }, + "key5": 2 + } +} +``` +根据fields解析后的值为： +```json +{ + "msg": { + "key1": "value1", + "key2": { + "key3": "value2" + } + } +} +``` +
+ +- strategy + - 描述 定义的key的实际值与value指定值相等时进行对应的逻辑处理 + - 必选 否 + - 字段类型：数组 + - 描述：针对返回类型为json的数据，用户会指定key以及对应的value和处理方式。如果返回数据的对应的key的值正好和用户配置的value相等，则执行对应逻辑。同时用户指定的key可以来自返回值也可以来自param参数值 + +```json + "strategy": [ + { + "key": "${param.pageNumber}", + "value": "${response.totalPageNum}", + "handle": "stop" + }] + +``` + +- 参数解析 + - key 选择对应参数的key,支持的格式为 + - 变量 + - ${param.key} + - ${body.key} + - ${response.key} + - 内置变量 + - ${currentTime}当前时间，获取当前时间，格式为yyyy-MM-dd HH:mm:ss类型 + - ${intervalTime}间隔时间，代表参数 intervalTime 的值 + - ${uuid} 随机字符串 32位的随机字符串 + - value 匹配的值，支持的格式为 + - 常量 + - 变量： + - ${param.key} + - ${body.key} + - ${response.key} + - 内置变量 + - ${currentTime}当前时间，获取当前时间，格式为yyyy-MM-dd HH:mm:ss类型 + - ${intervalTime}间隔时间，代表参数 intervalTime 的值 + - ${uuid} 随机字符串 32位的随机字符串 + - handle 对应处理逻辑 + - stop 停止任务 + - retry 重试，如果重试三次都失败 任务结束 + +
+ +- intervalTime + - 描述： 每次请求间隔时间，单位毫秒 + - 必选：是 + - 字段类型：long -- **header** - - 描述：需要添加的报头信息 - - 必选：否 - - 默认值：无 - - 字段类型：Map -
- ## 三、配置示例 ```json { @@ -40,11 +234,49 @@ { "reader": { "parameter": { - "url": "http://kudu3/server/index.php?g=Web&c=Mock&o=mock&projectID=58&uri=/api/tiezhu/test/get", - "body": "", - "method": "get", - "params": "" - } + "protocol": "http", + "url": "http://wwww.a.com", + "requestMode": "post", + "decode": "json", + "intervalTime": 3000, + "fields": "msg.key1,msg.key2.key3", + "header": [ + { + "name": "token", + "value": "0aeb8fd6-02f9-4c84-836a-301ede439976" + }, + { + "name": "Content-Type", + "value": "application/json" + } + ], + "body": [ + { + "name": "stime", + "value": "${currentTime}", + "nextValue": "${body.stime}+${intervalTime}", + "format": "yyyy-mm-dd hh:mm:ss" + }, + { + "name": "etime", + "value": "${body.stime}+${intervalTime}", + "format": "yyyy-mm-dd hh:mm:ss" + } + ], + "strategy": [ + { + "key": "${response.status}", + "value": "3000", + "handle": "stop" + }, + { + "key": "${response.currentPage}", + "value": "${response.totalPage}", + "handle": "stop" + } + ] + }, + "name": "restapireader" }, "writer": { "parameter": { @@ -56,19 +288,11 @@ ], "setting": { "restore": { - "isRestore": false, + "isRestore": true, "isStream": true }, - "errorLimit": {}, "speed": { - "bytes": 0, "channel": 1 - }, - "log": { - "isLogger": false, - "level": "trace", - "path": "", - "pattern": "" } } } diff --git a/flinkx-binlog/flinkx-binlog-core/src/main/java/com/dtstack/flinkx/binlog/BinlogUtil.java b/flinkx-binlog/flinkx-binlog-core/src/main/java/com/dtstack/flinkx/binlog/BinlogUtil.java index c587b22fa4..2061062679 100644 --- a/flinkx-binlog/flinkx-binlog-core/src/main/java/com/dtstack/flinkx/binlog/BinlogUtil.java +++ b/flinkx-binlog/flinkx-binlog-core/src/main/java/com/dtstack/flinkx/binlog/BinlogUtil.java @@ -45,9 +45,9 @@ public class BinlogUtil { public static final String DRIVER_NAME = "com.mysql.jdbc.Driver"; //是否开启binlog - private static final String CHECK_BINLOG_ENABLE = "show variables where variable_name = 'log_bin';;"; + private static final String CHECK_BINLOG_ENABLE = "show variables where variable_name = 'log_bin';"; //查看binlog format - private static final String CHECK_BINLOG_FORMAT = "show variables where variable_name = 'binlog_format';;"; + private static final String CHECK_BINLOG_FORMAT = "show variables where variable_name = 'binlog_format';"; //校验用户是否有权限 private static final String CHECK_USER_PRIVILEGE = "show master status ;"; diff --git a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormatBuilder.java b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormatBuilder.java index 2e59ef17f9..ecbb310a70 100644 --- a/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormatBuilder.java +++ b/flinkx-binlog/flinkx-binlog-reader/src/main/java/com/dtstack/flinkx/binlog/format/BinlogInputFormatBuilder.java @@ -26,7 +26,6 @@ import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.RetryUtil; import com.dtstack.flinkx.util.TelnetUtil; -import com.dtstack.flinkx.util.ValueUtil; import com.google.common.collect.Lists; import com.google.common.collect.Sets; import org.apache.commons.collections.CollectionUtils; @@ -35,9 +34,8 @@ import java.sql.Connection; import java.sql.DriverManager; -import java.util.Arrays; +import java.sql.SQLException; import java.util.HashSet; -import java.util.Iterator; import java.util.List; import java.util.Locale; @@ -157,15 +155,24 @@ protected void checkFormat() { String database = BinlogUtil.getDataBaseByUrl(binlogConfig.jdbcUrl); List failedTable = BinlogUtil.checkTablesPrivilege(conn, database, binlogConfig.filter, binlogConfig.table); if (CollectionUtils.isNotEmpty(failedTable)) { - sb.append("user has not select privilege on " + GsonUtil.GSON.toJson(failedTable)); + sb.append("user has not select privilege on ").append(GsonUtil.GSON.toJson(failedTable)); } if (sb.length() > 0) { throw new IllegalArgumentException(sb.toString()); } - } catch (Exception e) { - throw new RuntimeException("error to check binlog config, e = " + ExceptionUtil.getErrorMessage(e), e); + } catch (SQLException e) { + + StringBuilder detailsInfo = new StringBuilder(sb.length() + 128); + + if(sb.length() > 0){ + detailsInfo.append(" binlog config not right，details is ").append(sb.toString()); + } + + detailsInfo.append(" \n error to check binlog config, e = " ).append(ExceptionUtil.getErrorMessage(e)); + + throw new RuntimeException(detailsInfo.toString(), e); } } } diff --git a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java index bc0e631faa..ab972b492e 100644 --- a/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java +++ b/flinkx-cassandra/flinkx-cassandra-core/src/main/java/com/dtstack/flinkx/cassandra/CassandraUtil.java @@ -20,6 +20,7 @@ import com.datastax.driver.core.*; import com.datastax.driver.core.LocalDate; +import com.dtstack.flinkx.util.ExceptionUtil; import com.google.common.base.Preconditions; import org.apache.commons.collections.MapUtils; import org.apache.commons.lang.StringUtils; @@ -210,7 +211,7 @@ private static Optional objectToBytes(T obj){ sOut.flush(); bytes= out.toByteArray(); } catch (IOException e) { - e.printStackTrace(); + LOG.warn("object convent byte[] failed, error info {}", ExceptionUtil.getErrorMessage(e), e); } return Optional.ofNullable(bytes); } diff --git a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java index 52f1311861..393477398d 100644 --- a/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java +++ b/flinkx-cassandra/flinkx-cassandra-reader/src/main/java/com/dtstack/flinkx/cassandra/reader/CassandraInputFormat.java @@ -144,7 +144,7 @@ private InputSplit[] splitJob(int minNumSplits, ArrayList s .divide(BigDecimal.valueOf(minNumSplits),2, BigDecimal.ROUND_HALF_EVEN); for ( int i = 0; i < minNumSplits; i++ ) { BigInteger l = minToken.add(step.multiply(BigDecimal.valueOf(i))).toBigInteger(); - BigInteger r = minToken.add(step.multiply(BigDecimal.valueOf(i+1))).toBigInteger(); + BigInteger r = minToken.add(step.multiply(BigDecimal.valueOf(i+1L))).toBigInteger(); if( i == minNumSplits - 1 ) { r = maxToken.toBigInteger(); } @@ -157,7 +157,7 @@ private InputSplit[] splitJob(int minNumSplits, ArrayList s .divide(BigDecimal.valueOf(minNumSplits),2, BigDecimal.ROUND_HALF_EVEN); for ( int i = 0; i < minNumSplits; i++ ) { long l = minToken.add(step.multiply(BigDecimal.valueOf(i))).longValue(); - long r = minToken.add(step.multiply(BigDecimal.valueOf(i+1))).longValue(); + long r = minToken.add(step.multiply(BigDecimal.valueOf(i+1L))).longValue(); if( i == minNumSplits - 1 ) { r = maxToken.longValue(); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java index bb67c3ddec..d629c94ae9 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/Main.java @@ -115,7 +115,6 @@ public static void main(String[] args) throws Exception { PluginUtil.registerPluginUrlToCachedFile(config, env); env.setParallelism(speedConfig.getChannel()); - env.setRestartStrategy(RestartStrategies.noRestart()); BaseDataReader dataReader = DataReaderFactory.getDataReader(config, env); DataStream dataStream = dataReader.readData(); if(speedConfig.getReaderChannel() > 0){ diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java index 239ec59e86..02c2a9de40 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/outputformat/BaseRichOutputFormat.java @@ -34,7 +34,7 @@ import com.dtstack.flinkx.writer.DirtyDataManager; import com.dtstack.flinkx.writer.ErrorLimiter; import com.google.gson.reflect.TypeToken; -import org.apache.commons.lang3.StringUtils; +import org.apache.commons.lang.StringUtils; import org.apache.flink.api.common.accumulators.LongCounter; import org.apache.flink.api.common.io.CleanupWhenUnsuccessful; import org.apache.flink.configuration.Configuration; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/streaming/api/functions/source/DtInputFormatSourceFunction.java b/flinkx-core/src/main/java/com/dtstack/flinkx/streaming/api/functions/source/DtInputFormatSourceFunction.java index 537e4e1cd9..d24e01b787 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/streaming/api/functions/source/DtInputFormatSourceFunction.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/streaming/api/functions/source/DtInputFormatSourceFunction.java @@ -148,8 +148,6 @@ public void run(SourceContext ctx) throws Exception { isRunning = splitIterator.hasNext(); } } - } catch (Exception exception){ - tryException = exception; } finally { isRunning = false; try { @@ -161,14 +159,11 @@ public void run(SourceContext ctx) throws Exception { if(null != tryException){ LOG.error(ExceptionUtil.getErrorMessage(finallyException)); tryException.addSuppressed(finallyException); - throw tryException; }else { - throw finallyException; + tryException = finallyException; } } - if(null != tryException) { - throw tryException; - } + throwException(tryException); } } @@ -276,4 +271,16 @@ public void initializeState(FunctionInitializationContext context) throws Except LOG.info("End initialize input format state"); } + + /** + * 抛出异常 + * @param e 需要抛出的异常 + * @throws Exception 异常 + */ + public void throwException(Exception e) throws Exception { + if(null != e) { + LOG.error("DtInputFormatSourceFunction error, info: {}",ExceptionUtil.getErrorMessage(e), e); + throw e; + } + } } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java index 919a515ecd..660afb3f2f 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java @@ -42,6 +42,8 @@ public class DateUtil { private static final String STANDARD_DATETIME_FORMAT = "standardDatetimeFormatter"; + private static final String STANDARD_DATETIME_FORMAT_FOR_MILLISECOND= "standardDatetimeFormatterForMillisecond"; + private static final String UN_STANDARD_DATETIME_FORMAT = "unStandardDatetimeFormatter"; private static final String DATE_FORMAT = "dateFormatter"; @@ -67,7 +69,6 @@ public class DateUtil { TimeZone timeZone = TimeZone.getTimeZone(TIME_ZONE); Map formatterMap = new HashMap<>(); - SimpleDateFormat standardDatetimeFormatter = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); standardDatetimeFormatter.setTimeZone(timeZone); formatterMap.put(STANDARD_DATETIME_FORMAT,standardDatetimeFormatter); @@ -88,7 +89,11 @@ public class DateUtil { yearFormatter.setTimeZone(timeZone); formatterMap.put(YEAR_FORMAT,yearFormatter); - return formatterMap; + SimpleDateFormat standardDatetimeFormatterOfMillisecond = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS"); + standardDatetimeFormatterOfMillisecond.setTimeZone(timeZone); + formatterMap.put(STANDARD_DATETIME_FORMAT_FOR_MILLISECOND,standardDatetimeFormatterOfMillisecond); + + return formatterMap; }); private DateUtil() {} @@ -236,6 +241,11 @@ public static SimpleDateFormat getDateTimeFormatter(){ return datetimeFormatter.get().get(STANDARD_DATETIME_FORMAT); } + //获取毫秒级别的日期解析 + public static SimpleDateFormat getDateTimeFormatterForMillisencond(){ + return datetimeFormatter.get().get(STANDARD_DATETIME_FORMAT_FOR_MILLISECOND); + } + public static SimpleDateFormat getDateFormatter(){ return datetimeFormatter.get().get(DATE_FORMAT); } diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java index 47a41a150e..69c2b6912e 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/GsonUtil.java @@ -54,10 +54,15 @@ private static Gson getGson() { .disableHtmlEscaping() .setPrettyPrinting() .create(); + + return setTypeAdapter(GSON); + } + + public static Gson setTypeAdapter(Gson gson) { try { Field factories = Gson.class.getDeclaredField("factories"); factories.setAccessible(true); - Object o = factories.get(GSON); + Object o = factories.get(gson); Class[] declaredClasses = Collections.class.getDeclaredClasses(); for (Class c : declaredClasses) { if ("java.util.Collections$UnmodifiableList".equals(c.getName())) { @@ -141,6 +146,6 @@ public void write(JsonWriter out, Object value) throws IOException { } catch (Exception e) { LOG.error(ExceptionUtil.getErrorMessage(e)); } - return GSON; + return gson; } } diff --git a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java index fc15e5c688..9cac743adb 100644 --- a/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java +++ b/flinkx-emqx/flinkx-emqx-writer/src/main/java/com/dtstack/flinkx/emqx/format/EmqxOutputFormat.java @@ -21,9 +21,9 @@ import com.dtstack.flinkx.exception.WriteRecordException; import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; +import com.dtstack.flinkx.util.MapUtil; import org.apache.commons.lang3.StringUtils; import org.apache.flink.types.Row; -import com.fasterxml.jackson.databind.ObjectMapper; import org.eclipse.paho.client.mqttv3.MqttClient; import org.eclipse.paho.client.mqttv3.MqttConnectOptions; import org.eclipse.paho.client.mqttv3.MqttException; @@ -54,7 +54,6 @@ public class EmqxOutputFormat extends BaseRichOutputFormat { private transient MqttClient client; protected static JsonDecoder jsonDecoder = new JsonDecoder(); - protected static ObjectMapper objectMapper = new ObjectMapper(); @Override @@ -96,7 +95,7 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { }else{ map = Collections.singletonMap("message", row.toString()); } - MqttMessage message = new MqttMessage(objectMapper.writeValueAsString(map).getBytes()); + MqttMessage message = new MqttMessage(MapUtil.writeValueAsString(map).getBytes()); message.setQos(qos); client.publish(topic, message); } catch (Throwable e) { diff --git a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java index aa8a3d083a..d51fd3adb4 100644 --- a/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java +++ b/flinkx-ftp/flinkx-ftp-core/src/main/java/com/dtstack/flinkx/ftp/FtpHandler.java @@ -69,6 +69,8 @@ public void loginFtpServer(FtpConfig ftpConfig) { // 不需要写死ftp server的OS TYPE,FTPClient getSystemType()方法会自动识别 ftpClient.setConnectTimeout(ftpConfig.getTimeout()); ftpClient.setDataTimeout(ftpConfig.getTimeout()); + //设置控制连接超时 + ftpClient.setSoTimeout(ftpConfig.getTimeout()); if (EFtpMode.PASV.name().equals(ftpConfig.getConnectPattern())) { ftpClient.enterRemotePassiveMode(); ftpClient.enterLocalPassiveMode(); diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java index f90c860ef1..92042c9a25 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpInputFormat.java @@ -94,10 +94,10 @@ public void openInternal(InputSplit split) throws IOException { List paths = inputSplit.getPaths(); if (ftpConfig.getIsFirstLineHeader()){ - br = new FtpSeqBufferedReader(ftpHandler,paths.iterator()); + br = new FtpSeqBufferedReader(ftpHandler,paths.iterator(),ftpConfig); br.setFromLine(1); } else { - br = new FtpSeqBufferedReader(ftpHandler,paths.iterator()); + br = new FtpSeqBufferedReader(ftpHandler,paths.iterator(),ftpConfig); br.setFromLine(0); } br.setFileEncoding(ftpConfig.getEncoding()); diff --git a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java index 49badaec33..277fe09225 100644 --- a/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java +++ b/flinkx-ftp/flinkx-ftp-reader/src/main/java/com/dtstack/flinkx/ftp/reader/FtpSeqBufferedReader.java @@ -18,6 +18,8 @@ package com.dtstack.flinkx.ftp.reader; +import com.dtstack.flinkx.ftp.FtpConfig; +import com.dtstack.flinkx.ftp.FtpHandlerFactory; import com.dtstack.flinkx.ftp.IFtpHandler; import com.dtstack.flinkx.ftp.FtpHandler; import org.slf4j.Logger; @@ -49,9 +51,13 @@ public class FtpSeqBufferedReader { private String fileEncoding; - public FtpSeqBufferedReader(IFtpHandler ftpHandler, Iterator iter) { + //ftp配置信息 + private FtpConfig ftpConfig; + + public FtpSeqBufferedReader(IFtpHandler ftpHandler, Iterator iter, FtpConfig ftpConfig) { this.ftpHandler = ftpHandler; this.iter = iter; + this.ftpConfig = ftpConfig; } public String readLine() throws IOException{ @@ -97,7 +103,19 @@ public void close() throws IOException { br = null; if (ftpHandler instanceof FtpHandler){ - ((FtpHandler) ftpHandler).getFtpClient().completePendingCommand(); + try { + ((FtpHandler) ftpHandler).getFtpClient().completePendingCommand(); + } catch (Exception e) { + //如果出现了超时异常，就直接获取一个新的ftpHandler + LOG.warn("FTPClient completePendingCommand has error ->",e); + try{ + ftpHandler.logoutFtpServer(); + }catch (Exception exception){ + LOG.warn("FTPClient logout has error ->",exception); + } + ftpHandler = FtpHandlerFactory.createFtpHandler(ftpConfig.getProtocol()); + ftpHandler.loginFtpServer(ftpConfig); + } } } } diff --git a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java index 5e9c274864..38f349b58e 100644 --- a/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java +++ b/flinkx-hbase/flinkx-hbase-reader/src/main/java/com/dtstack/flinkx/hbase/reader/HbaseInputFormat.java @@ -44,6 +44,7 @@ import java.security.PrivilegedAction; import java.util.ArrayList; import java.util.List; +import java.util.Locale; import java.util.Map; import com.google.common.collect.Maps; import org.apache.hadoop.security.UserGroupInformation; @@ -331,28 +332,28 @@ public Object convertBytesToAssignType(String columnType, byte[] byteArray,Strin if(ArrayUtils.isEmpty(byteArray)) { return null; } - - switch (columnType.toUpperCase()) { + String bytesToString = new String(byteArray, encoding); + switch (columnType.toUpperCase(Locale.ENGLISH)) { case "BOOLEAN": - column = Bytes.toBoolean(byteArray); + column = Boolean.valueOf(bytesToString); break; case "SHORT": - column = String.valueOf(Bytes.toShort(byteArray)); + column = Short.valueOf(bytesToString); break; case "INT": - column = Bytes.toInt(byteArray); + column = Integer.valueOf(bytesToString); break; case "LONG": - column = Bytes.toLong(byteArray); + column = Long.valueOf(bytesToString); break; case "FLOAT": - column = Bytes.toFloat(byteArray); + column = Float.valueOf(bytesToString); break; case "DOUBLE": - column = Bytes.toDouble(byteArray); + column = Double.valueOf(bytesToString); break; case "STRING": - column = new String(byteArray, encoding); + column = bytesToString; break; case "BINARY_STRING": column = Bytes.toStringBinary(byteArray); diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java index e5e6a8ee37..c1289beab8 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/BaseHdfsInputFormat.java @@ -45,6 +45,9 @@ public abstract class BaseHdfsInputFormat extends BaseRichInputFormat { protected Map hadoopConfig; + //hadoop是否是高可用 + protected boolean isHa; + protected List metaColumns; protected String inputPath; diff --git a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsInputFormatBuilder.java b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsInputFormatBuilder.java index c13b6c3898..35329692a4 100644 --- a/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsInputFormatBuilder.java +++ b/flinkx-hdfs/flinkx-hdfs-reader/src/main/java/com/dtstack/flinkx/hdfs/reader/HdfsInputFormatBuilder.java @@ -20,7 +20,6 @@ import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; import com.dtstack.flinkx.reader.MetaColumn; - import java.util.List; import java.util.Map; @@ -54,7 +53,11 @@ public void setHadoopConfig(Map hadoopConfig) { format.hadoopConfig = hadoopConfig; } - public void setFilterRegex(String filterRegex){ + public void setIsHa(boolean isHa) { + format.isHa = isHa; + } + + public void setFilterRegex(String filterRegex) { format.filterRegex = filterRegex; } @@ -79,8 +82,12 @@ public void setDefaultFs(String defaultFs) { @Override protected void checkFormat() { - if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ - throw new UnsupportedOperationException("This plugin not support restore from failed state"); + + StringBuilder errorMessage = new StringBuilder(256); + + if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()) { + errorMessage.append("This plugin not support restore from failed state\n"); } + } } diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java index 33f9da70aa..f7315392d0 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/BaseHdfsOutputFormat.java @@ -24,7 +24,6 @@ import com.dtstack.flinkx.util.FileSystemUtil; import com.dtstack.flinkx.util.SysUtil; import com.google.gson.Gson; -import com.google.gson.JsonParser; import org.apache.commons.lang3.StringUtils; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.FileStatus; diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java index 22925d99eb..be11aacc12 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOrcOutputFormat.java @@ -240,7 +240,7 @@ private void getData(List recordList, int index, Row row) throws WriteRe case VARCHAR: case CHAR: if (column instanceof Timestamp){ - SimpleDateFormat fm = DateUtil.getDateTimeFormatter(); + SimpleDateFormat fm = DateUtil.getDateTimeFormatterForMillisencond(); recordList.add(fm.format(column)); }else if (column instanceof Map || column instanceof List){ recordList.add(gson.toJson(column)); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java index 0d8b40b951..e1e4375c8f 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsOutputFormatBuilder.java @@ -20,6 +20,8 @@ import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.outputformat.FileOutputFormatBuilder; +import org.apache.commons.lang3.StringUtils; + import java.util.List; import java.util.Map; @@ -89,14 +91,18 @@ public void setEnableDictionary(boolean enableDictionary) { @Override protected void checkFormat() { - super.checkFormat(); - if (format.defaultFs == null || format.defaultFs.length() == 0) { - throw new IllegalArgumentException("No defaultFS supplied."); + + StringBuilder errorMessage = new StringBuilder(256); + + if (format.getPath() == null || format.getPath().length() == 0) { + errorMessage.append("No path supplied. \n"); } - if (!format.defaultFs.startsWith(ConstantValue.PROTOCOL_HDFS)) { - throw new IllegalArgumentException("defaultFS should start with hdfs://"); + if (StringUtils.isBlank(format.defaultFs)) { + errorMessage.append("No defaultFS supplied. \n"); + }else if (!format.defaultFs.startsWith(ConstantValue.PROTOCOL_HDFS)) { + errorMessage.append("defaultFS should start with hdfs:// \n"); } } diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java index 84cfa835a1..f635c61348 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java @@ -238,7 +238,7 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ case "varchar" : case "string" : if (valObj instanceof Timestamp){ - val=DateUtil.getDateTimeFormatter().format(valObj); + val=DateUtil.getDateTimeFormatterForMillisencond().format(valObj); group.add(colName,val); }else if (valObj instanceof Map || valObj instanceof List){ group.add(colName,gson.toJson(valObj)); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java index 542f692704..3e26af9faf 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java @@ -209,7 +209,7 @@ private void appendDataToString(StringBuilder sb, Object column, ColumnType colu case VARCHAR: case CHAR: if (column instanceof Timestamp){ - SimpleDateFormat fm = DateUtil.getDateTimeFormatter(); + SimpleDateFormat fm = DateUtil.getDateTimeFormatterForMillisencond(); sb.append(fm.format(column)); }else if (column instanceof Map || column instanceof List){ sb.append(gson.toJson(column)); diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java index ef38a23131..cee32554c7 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormatBuilder.java @@ -85,8 +85,6 @@ public void setTableInfos(Map tableInfos) { public void setDistributeTableMapping(Map distributeTableMapping) { this.format.distributeTableMapping = distributeTableMapping; } - - public void setHadoopConfig(Map hadoopConfig) { format.hadoopConfig = hadoopConfig; diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java index 81526b546a..80539c3ea4 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveWriter.java @@ -20,6 +20,8 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.WriterConfig; import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.hdfs.HdfsConfigKeys; +import com.dtstack.flinkx.hive.HiveConfigKeys; import com.dtstack.flinkx.hive.TableInfo; import com.dtstack.flinkx.hive.TimePartitionFormat; import com.dtstack.flinkx.hive.util.HiveUtil; @@ -34,10 +36,13 @@ import org.apache.flink.types.Row; import parquet.hadoop.ParquetWriter; -import java.util.*; +import java.util.ArrayList; +import java.util.Collections; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.TreeMap; -import static com.dtstack.flinkx.hdfs.HdfsConfigKeys.KEY_ROW_GROUP_SIZE; -import static com.dtstack.flinkx.hive.HiveConfigKeys.*; import static com.dtstack.flinkx.util.GsonUtil.GSON; /** @@ -89,34 +94,34 @@ public HiveWriter(DataTransferConfig config) { super(config); readerName = config.getJob().getContent().get(0).getReader().getName(); WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); - hadoopConfig = (Map) writerConfig.getParameter().getVal(KEY_HADOOP_CONFIG); - defaultFs = writerConfig.getParameter().getStringVal(KEY_DEFAULT_FS); - if (StringUtils.isBlank(defaultFs) && hadoopConfig.containsKey(KEY_FS_DEFAULT_FS)){ - defaultFs = MapUtils.getString(hadoopConfig, KEY_FS_DEFAULT_FS); + hadoopConfig = (Map) writerConfig.getParameter().getVal(HiveConfigKeys.KEY_HADOOP_CONFIG); + defaultFs = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_DEFAULT_FS); + if (StringUtils.isBlank(defaultFs) && hadoopConfig.containsKey(HiveConfigKeys.KEY_FS_DEFAULT_FS)){ + defaultFs = MapUtils.getString(hadoopConfig, HiveConfigKeys.KEY_FS_DEFAULT_FS); } - fileType = writerConfig.getParameter().getStringVal(KEY_FILE_TYPE); - partitionType = writerConfig.getParameter().getStringVal(KEY_PARTITION_TYPE, TimePartitionFormat.PartitionEnum.DAY.name()); - partition = writerConfig.getParameter().getStringVal(KEY_PARTITION, "pt"); - delimiter = writerConfig.getParameter().getStringVal(KEY_FIELD_DELIMITER, "\u0001"); - charSet = writerConfig.getParameter().getStringVal(KEY_CHARSET_NAME); - maxFileSize = writerConfig.getParameter().getLongVal(KEY_MAX_FILE_SIZE, ConstantValue.STORE_SIZE_G); - compress = writerConfig.getParameter().getStringVal(KEY_COMPRESS); - bufferSize = writerConfig.getParameter().getLongVal(KEY_BUFFER_SIZE, 128 * ConstantValue.STORE_SIZE_M); - rowGroupSize = writerConfig.getParameter().getIntVal(KEY_ROW_GROUP_SIZE, ParquetWriter.DEFAULT_BLOCK_SIZE); - - mode = writerConfig.getParameter().getStringVal(KEY_WRITE_MODE, WriteMode.APPEND.name()); - jdbcUrl = writerConfig.getParameter().getStringVal(KEY_JDBC_URL); - username = writerConfig.getParameter().getStringVal(KEY_USERNAME); - password = writerConfig.getParameter().getStringVal(KEY_PASSWORD); - schema = writerConfig.getParameter().getStringVal(KEY_SCHEMA); - - String distributeTable = writerConfig.getParameter().getStringVal(KEY_DISTRIBUTE_TABLE); + fileType = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_FILE_TYPE); + partitionType = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_PARTITION_TYPE, TimePartitionFormat.PartitionEnum.DAY.name()); + partition = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_PARTITION, "pt"); + delimiter = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_FIELD_DELIMITER, "\u0001"); + charSet = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_CHARSET_NAME); + maxFileSize = writerConfig.getParameter().getLongVal(HiveConfigKeys.KEY_MAX_FILE_SIZE, ConstantValue.STORE_SIZE_G); + compress = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_COMPRESS); + bufferSize = writerConfig.getParameter().getLongVal(HiveConfigKeys.KEY_BUFFER_SIZE, 128 * ConstantValue.STORE_SIZE_M); + rowGroupSize = writerConfig.getParameter().getIntVal(HdfsConfigKeys.KEY_ROW_GROUP_SIZE, ParquetWriter.DEFAULT_BLOCK_SIZE); + + mode = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_WRITE_MODE, WriteMode.APPEND.name()); + jdbcUrl = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_JDBC_URL); + username = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_USERNAME); + password = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_PASSWORD); + schema = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_SCHEMA); + + String distributeTable = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_DISTRIBUTE_TABLE); formatHiveDistributeInfo(distributeTable); - String tablesColumn = writerConfig.getParameter().getStringVal(KEY_TABLE_COLUMN); + String tablesColumn = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_TABLE_COLUMN); formatHiveTableInfo(tablesColumn); - String analyticalRules = writerConfig.getParameter().getStringVal(KEY_ANALYTICAL_RULES); + String analyticalRules = writerConfig.getParameter().getStringVal(HiveConfigKeys.KEY_ANALYTICAL_RULES); if (StringUtils.isBlank(analyticalRules)) { tableBasePath = tableInfos.entrySet().iterator().next().getValue().getTableName(); } else { diff --git a/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/format/KafkaOutputFormat.java b/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/format/KafkaOutputFormat.java index fdd075b0b4..85a741b188 100644 --- a/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/format/KafkaOutputFormat.java +++ b/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/format/KafkaOutputFormat.java @@ -22,6 +22,7 @@ import com.dtstack.flinkx.kafkabase.format.KafkaBaseOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.MapUtil; +import org.apache.commons.lang.StringUtils; import org.apache.flink.configuration.Configuration; import org.apache.kafka.clients.producer.KafkaProducer; import org.apache.kafka.clients.producer.ProducerConfig; @@ -42,6 +43,8 @@ public class KafkaOutputFormat extends KafkaBaseOutputFormat { private transient KafkaProducer producer; + + @Override public void configure(Configuration parameters) { super.configure(parameters); @@ -50,6 +53,7 @@ public void configure(Configuration parameters) { props.put(ProducerConfig.REQUEST_TIMEOUT_MS_CONFIG, 60000); props.put(ProducerConfig.RETRIES_CONFIG, 1000000); props.put(ProducerConfig.MAX_IN_FLIGHT_REQUESTS_PER_CONNECTION, 1); + props.put(ProducerConfig.PARTITIONER_CLASS_CONFIG, "com.dtstack.flinkx.kafka.format.PartitionAssigner"); if (producerSettings != null) { props.putAll(producerSettings); } @@ -60,7 +64,12 @@ public void configure(Configuration parameters) { protected void emit(Map event) throws IOException { heartBeatController.acquire(); String tp = Formatter.format(event, topic, timezone); - producer.send(new ProducerRecord<>(tp, event.toString(), MapUtil.writeValueAsString(event)), (metadata, exception) -> { + String keyMessage = generateKey(event); + //key值没有命中如果强制保证有序的话，数据将打入一个分区,反之将随机打到任意分区 + if (StringUtils.isEmpty(keyMessage) && (!dataCompelOrder)) { + keyMessage = event.toString(); + } + producer.send(new ProducerRecord<>(tp, keyMessage, MapUtil.writeValueAsString(event)), (metadata, exception) -> { if(Objects.nonNull(exception)){ String errorMessage = String.format("send data failed,data 【%s】 ,error info %s",event,ExceptionUtil.getErrorMessage(exception)); LOG.warn(errorMessage); @@ -71,6 +80,8 @@ protected void emit(Map event) throws IOException { }); } + + @Override public void closeInternal() { LOG.warn("kafka output closeInternal."); diff --git a/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaWriter.java b/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaWriter.java index f382cd087c..e88c1a2f8e 100644 --- a/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaWriter.java +++ b/flinkx-kafka/flinkx-kafka-writer/src/main/java/com/dtstack/flinkx/kafka/writer/KafkaWriter.java @@ -53,6 +53,8 @@ public DataStreamSink writeData(DataStream dataSet) { format.setDirtyHadoopConfig(dirtyHadoopConfig); format.setSrcFieldNames(srcCols); format.setHeartBeatController(new HeartBeatController()); + format.setDataCompelOrder(dataCompelOrder); + format.setPartitionAssignColumns(partitionAssignColumns); return createOutput(dataSet, format); } diff --git a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java b/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java index 7d792f2619..add067e1c7 100644 --- a/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java +++ b/flinkx-kafka09/flinkx-kafka09-writer/src/main/java/com/dtstack/flinkx/kafka09/format/Kafka09OutputFormat.java @@ -21,6 +21,7 @@ import com.dtstack.flinkx.kafkabase.util.Formatter; import com.dtstack.flinkx.kafkabase.writer.HeartBeatController; import com.dtstack.flinkx.util.MapUtil; +import com.dtstack.flinkx.util.TelnetUtil; import org.apache.flink.configuration.Configuration; import org.apache.kafka.clients.producer.KafkaProducer; import org.apache.kafka.clients.producer.ProducerRecord; @@ -61,7 +62,15 @@ public void configure(Configuration parameters) { props.put("metadata.broker.list", brokerList); producer = new KafkaProducer<>(props); - super.configure(parameters); + LOG.info("brokerList {}", brokerList); + String broker = brokerList.split(",")[0]; + String[] split = broker.split(":"); + + try { + TelnetUtil.telnet(split[0], Integer.parseInt(split[1])); + }catch (Exception e){ + throw new RuntimeException("telnet error, brokerList = " + brokerList); + } } @Override diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java index ccc5bf84db..d24df8c172 100755 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/KafkaConfigKeys.java @@ -18,6 +18,9 @@ package com.dtstack.flinkx.kafkabase; +import java.util.Arrays; +import java.util.List; + /** * Date: 2019/11/21 * Company: www.dtstack.com @@ -34,11 +37,13 @@ public class KafkaConfigKeys { public static final String KEY_CONSUMER_SETTINGS = "consumerSettings"; public static final String KEY_PRODUCER_SETTINGS = "producerSettings"; public static final String KEY_TABLE_FIELDS = "tableFields"; + public static final String KEY_ASSIGNER_FIELDS = "partitionAssignColumns"; + public static final String DATA_COMPEL_ORDER = "dataCompelOrder"; public static final String KEY_MODE = "mode"; //partition:0,offset:42;partition:1,offset:300 public static final String KEY_OFFSET = "offset"; public static final String KEY_TIMESTAMP = "timestamp"; - + public static List KEY_ASSIGNER_DEFAULT_RULE = Arrays.asList("database", "schema", "table"); /** * kafka 09 */ diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java index 0cdaf15be0..8cfa41b3c6 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/util/KafkaUtil.java @@ -95,10 +95,8 @@ public static Properties geneConsumerProp(Map consumerSettings, switch (mode){ case EARLIEST: props.put("auto.offset.reset", "earliest"); - break; case LATEST: props.put("auto.offset.reset", "latest"); - break; } return props; } diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseOutputFormat.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseOutputFormat.java index 9d71909132..7d81c639d1 100644 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseOutputFormat.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/format/KafkaBaseOutputFormat.java @@ -26,17 +26,26 @@ import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.TelnetUtil; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang.StringUtils; import org.apache.flink.configuration.Configuration; import org.apache.flink.types.Row; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.IOException; + +import java.util.ArrayList; import java.util.Collections; import java.util.LinkedHashMap; import java.util.List; import java.util.Map; +import java.util.Set; +import java.util.TreeSet; import java.util.Properties; +import java.util.stream.Collectors; + +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_ASSIGNER_DEFAULT_RULE; /** * Date: 2019/11/21 @@ -55,6 +64,11 @@ public class KafkaBaseOutputFormat extends BaseRichOutputFormat { protected String topic; protected Map producerSettings; protected List tableFields; + //用户指定kafka分区字段 + protected List partitionAssignColumns; + //是否保证强制有序 + protected boolean dataCompelOrder; + protected Set keySet; protected static JsonDecoder jsonDecoder = new JsonDecoder(); //和kafkaBroker连通性控制器 protected HeartBeatController heartBeatController; @@ -73,6 +87,11 @@ public void configure(Configuration parameters) { throw new RuntimeException("telnet error, brokerList = " + brokerList); } } + keySet = new TreeSet<>(); + keySet.addAll(KEY_ASSIGNER_DEFAULT_RULE); + if (CollectionUtils.isNotEmpty(partitionAssignColumns)) { + keySet.addAll(partitionAssignColumns); + } } @Override @@ -117,6 +136,22 @@ protected void writeSingleRecordInternal(Row row) throws WriteRecordException { } } + /** + * 根据默认的字段和指定的字段生成key + * @param event + * @return + */ + public String generateKey(Map event) { + List values = new ArrayList<>(keySet.size()); + keySet.forEach(rule -> { + values.add(event.getOrDefault(rule, "").toString()); + }); + List collect = values.stream() + .filter(value -> StringUtils.isNotEmpty(value)) + .collect(Collectors.toList()); + return StringUtils.join(collect.toArray(), "-"); + } + protected void emit(Map event) throws IOException { throw new RuntimeException("KafkaBaseOutputFormat.emit() should be override by subclass!"); } @@ -158,4 +193,20 @@ public void setTableFields(List tableFields) { public void setHeartBeatController(HeartBeatController heartBeatController) { this.heartBeatController = heartBeatController; } + + public List getPartitionAssignColumns() { + return partitionAssignColumns; + } + + public void setPartitionAssignColumns(List partitionAssignColumns) { + this.partitionAssignColumns = partitionAssignColumns; + } + + public boolean isDataCompelOrder() { + return dataCompelOrder; + } + + public void setDataCompelOrder(boolean dataCompelOrder) { + this.dataCompelOrder = dataCompelOrder; + } } diff --git a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java index b320303c0b..27e69eee4f 100644 --- a/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java +++ b/flinkx-kb/flinkx-kb-writer/src/main/java/com/dtstack/flinkx/kafkabase/writer/KafkaBaseWriter.java @@ -28,6 +28,8 @@ import java.util.List; import java.util.Map; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.DATA_COMPEL_ORDER; +import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_ASSIGNER_FIELDS; import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_PRODUCER_SETTINGS; import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TABLE_FIELDS; import static com.dtstack.flinkx.kafkabase.KafkaConfigKeys.KEY_TIMEZONE; @@ -44,6 +46,10 @@ public class KafkaBaseWriter extends BaseDataWriter { protected String topic; protected Map producerSettings; protected List tableFields; + //是否保证强制有序 + protected boolean dataCompelOrder; + //用户指定kafka分区字段 + protected List partitionAssignColumns; @SuppressWarnings("unchecked") public KafkaBaseWriter(DataTransferConfig config) { @@ -53,6 +59,8 @@ public KafkaBaseWriter(DataTransferConfig config) { topic = writerConfig.getParameter().getStringVal(KEY_TOPIC); producerSettings = (Map) writerConfig.getParameter().getVal(KEY_PRODUCER_SETTINGS); tableFields = (List)writerConfig.getParameter().getVal(KEY_TABLE_FIELDS); + partitionAssignColumns = (List) writerConfig.getParameter().getVal(KEY_ASSIGNER_FIELDS); + dataCompelOrder = writerConfig.getParameter().getBooleanVal(DATA_COMPEL_ORDER, false); } @Override diff --git a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java index 8696d1db82..67e923f504 100644 --- a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java +++ b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/format/KingbaseOutputFormat.java @@ -70,7 +70,7 @@ protected void openInternal(int taskNumber, int numTasks){ if (restoreConfig.isRestore()){ dbConn.setAutoCommit(false); } - // 查询主键时用table格式 + // 查询主键时用jdbc的DatabaseMetaData，使用原始table作为表名 if(CollectionUtils.isEmpty(fullColumn)) { fullColumn = probeFullColumns(table, dbConn); } @@ -80,7 +80,7 @@ protected void openInternal(int taskNumber, int numTasks){ updateKey = probePrimaryKeys(table, dbConn); } } - // 其他情况，使用schema.table作为表名 + // 后续为执行sql查询主键和insert操作，使用schema.table作为表名 table = schema + ConstantValue.POINT_SYMBOL + table; if(fullColumnType == null) { fullColumnType = analyzeTable(); diff --git a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java index d11b9e1fcc..ec7ddd5541 100644 --- a/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java +++ b/flinkx-kingbase/flinkx-kingbase-writer/src/main/java/com/dtstack/flinkx/kingbase/writer/KingbaseWriter.java @@ -41,6 +41,7 @@ public class KingbaseWriter extends JdbcDataWriter { + /** {@link KingbaseOutputFormat} openInternal方法中需要使用schema进行表名拼接 */ public String schema; public KingbaseWriter(DataTransferConfig config) { diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java index d97ee6ce73..99741af53f 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/ClusterClientFactory.java @@ -25,7 +25,6 @@ import org.apache.flink.client.deployment.StandaloneClusterId; import org.apache.flink.client.program.ClusterClient; import org.apache.flink.configuration.Configuration; -import org.apache.flink.configuration.GlobalConfiguration; import org.apache.flink.configuration.HighAvailabilityOptions; import org.apache.flink.core.fs.FileSystem; import org.apache.flink.runtime.jobmanager.HighAvailabilityMode; @@ -65,9 +64,10 @@ public static ClusterClient createClusterClient(Options launcherOptions) throws public static ClusterClient createStandaloneClient(Options launcherOptions) throws Exception { Configuration flinkConf = launcherOptions.loadFlinkConfiguration(); - StandaloneClusterDescriptor standaloneClusterDescriptor = new StandaloneClusterDescriptor(flinkConf); - ClusterClient clusterClient = standaloneClusterDescriptor.retrieve(StandaloneClusterId.getInstance()).getClusterClient(); - return clusterClient; + try(StandaloneClusterDescriptor standaloneClusterDescriptor = new StandaloneClusterDescriptor(flinkConf)){ + ClusterClient clusterClient = standaloneClusterDescriptor.retrieve(StandaloneClusterId.getInstance()).getClusterClient(); + return clusterClient; + } } public static ClusterClient createYarnClient(Options launcherOptions) { @@ -82,31 +82,33 @@ public static ClusterClient createYarnClient(Options launcherOptions) { kerberosInfo.verify(); YarnConfiguration yarnConf = YarnConfLoader.getYarnConf(yarnConfDir); - YarnClient yarnClient = YarnClient.createYarnClient(); - yarnClient.init(yarnConf); - yarnClient.start(); - ApplicationId applicationId; - - if (StringUtils.isEmpty(launcherOptions.getAppId())) { - applicationId = getAppIdFromYarn(yarnClient, launcherOptions); - if(applicationId == null || StringUtils.isEmpty(applicationId.toString())) { - throw new RuntimeException("No flink session found on yarn cluster."); + try (YarnClient yarnClient = YarnClient.createYarnClient()) { + yarnClient.init(yarnConf); + yarnClient.start(); + ApplicationId applicationId; + + if (StringUtils.isEmpty(launcherOptions.getAppId())) { + applicationId = getAppIdFromYarn(yarnClient, launcherOptions); + if (applicationId == null || StringUtils.isEmpty(applicationId.toString())) { + throw new RuntimeException("No flink session found on yarn cluster."); + } + } else { + applicationId = ConverterUtils.toApplicationId(launcherOptions.getAppId()); } - } else { - applicationId = ConverterUtils.toApplicationId(launcherOptions.getAppId()); - } - HighAvailabilityMode highAvailabilityMode = HighAvailabilityMode.fromConfig(flinkConfig); - if(highAvailabilityMode.equals(HighAvailabilityMode.ZOOKEEPER) && applicationId!=null){ - flinkConfig.setString(HighAvailabilityOptions.HA_CLUSTER_ID, applicationId.toString()); + HighAvailabilityMode highAvailabilityMode = HighAvailabilityMode.fromConfig(flinkConfig); + if (highAvailabilityMode.equals(HighAvailabilityMode.ZOOKEEPER) && applicationId != null) { + flinkConfig.setString(HighAvailabilityOptions.HA_CLUSTER_ID, applicationId.toString()); + } + try(YarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor( + flinkConfig, + yarnConf, + yarnClient, + YarnClientYarnClusterInformationRetriever.create(yarnClient), + true)) { + return yarnClusterDescriptor.retrieve(applicationId).getClusterClient(); + } } - YarnClusterDescriptor yarnClusterDescriptor = new YarnClusterDescriptor( - flinkConfig, - yarnConf, - yarnClient, - YarnClientYarnClusterInformationRetriever.create(yarnClient), - true); - return yarnClusterDescriptor.retrieve(applicationId).getClusterClient(); } catch(Exception e) { throw new RuntimeException(e); } diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 5908122fd9..2a464515f5 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -76,11 +76,8 @@ public static void main(String[] args) throws Exception { temp.put(argList.get(i), argList.get(i + 1)); } // 对json中的值进行修改 - String p = temp.get("-p"); - if(StringUtils.isNotBlank(p)){ - HashMap parameter = JsonModifyUtil.CommandTransform(p); - temp.put("-job", JsonModifyUtil.JsonValueReplace(temp.get("-job"), parameter)); - } + HashMap parameter = JsonModifyUtil.CommandTransform(temp.get("-p")); + temp.put("-job", JsonModifyUtil.JsonValueReplace(temp.get("-job"), parameter)); // 清空list，填充修改后的参数值 argList.clear(); diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java index d4e0343395..6e2c98b6be 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputFormat.java @@ -74,6 +74,7 @@ public void openInputFormat() throws IOException { @Override protected void openInternal(InputSplit inputSplit) throws IOException { + LOG.info("inputSplit = {}", inputSplit); MongodbInputSplit split = (MongodbInputSplit) inputSplit; FindIterable findIterable; @@ -145,7 +146,8 @@ public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOExcepti MongoDatabase db = client.getDatabase(mongodbConfig.getDatabase()); MongoCollection collection = db.getCollection(mongodbConfig.getCollectionName()); - long docNum = filter == null ? collection.countDocuments() : collection.countDocuments(filter); + //不使用 collection.countDocuments() 获取总数是因为这个方法在大数据量时超时，导致出现超时异常结束任务 + long docNum = collection.estimatedDocumentCount(); if(docNum <= minNumSplits){ splits.add(new MongodbInputSplit(0,(int)docNum)); return splits.toArray(new MongodbInputSplit[splits.size()]); diff --git a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputSplit.java b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputSplit.java index ebc942d0af..b24442c574 100644 --- a/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputSplit.java +++ b/flinkx-mongodb/flinkx-mongodb-reader/src/main/java/com/dtstack/flinkx/mongodb/reader/MongodbInputSplit.java @@ -57,4 +57,13 @@ public void setLimit(int limit) { public int getSplitNumber() { return 0; } + + + @Override + public String toString() { + return "MongodbInputSplit{" + + "skip=" + skip + + ", limit=" + limit + + '}'; + } } diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java index 5a3f7dd249..45775e6293 100644 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/format/LogMinerConnection.java @@ -54,22 +54,37 @@ */ public class LogMinerConnection { + public static Logger LOG = LoggerFactory.getLogger(LogMinerConnection.class); + public static final String KEY_PRIVILEGE = "PRIVILEGE"; public static final String KEY_GRANTED_ROLE = "GRANTED_ROLE"; + public static final String DBA_ROLE = "DBA"; public static final String EXECUTE_CATALOG_ROLE = "EXECUTE_CATALOG_ROLE"; + public static final int ORACLE_11_VERSION = 11; + public int oracleVersion; + //oracle10数据库字符编码是否设置为GBK + public boolean isGBK = false; + boolean isOracle10; + + public static final long MAX_SCN = 281474976710655L; + public static final List PRIVILEGES_NEEDED = Arrays.asList( "CREATE SESSION", "LOGMINING", "SELECT ANY TRANSACTION", "SELECT ANY DICTIONARY"); + public static final List ORACLE_11_PRIVILEGES_NEEDED = Arrays.asList( "CREATE SESSION", "SELECT ANY TRANSACTION", "SELECT ANY DICTIONARY"); + public static final int RETRY_TIMES = 3; + public static final int SLEEP_TIME = 2000; + public final static String KEY_SEG_OWNER = "SEG_OWNER"; public final static String KEY_TABLE_NAME = "TABLE_NAME"; public final static String KEY_OPERATION = "OPERATION"; @@ -79,20 +94,25 @@ public class LogMinerConnection { public final static String KEY_SCN = "SCN"; public final static String KEY_CURRENT_SCN = "CURRENT_SCN"; public final static String KEY_FIRST_CHANGE = "FIRST_CHANGE#"; - private static final long QUERY_LOG_INTERVAL = 10000; - public static Logger LOG = LoggerFactory.getLogger(LogMinerConnection.class); - public int oracleVersion; - //oracle10数据库字符编码是否设置为GBK - public boolean isGBK = false; - boolean isOracle10; + private LogMinerConfig logMinerConfig; + private Connection connection; + private CallableStatement logMinerStartStmt; + private PreparedStatement logMinerSelectStmt; + private ResultSet logMinerData; + private QueueData result; + private List addedLogFiles = new ArrayList<>(); + private long lastQueryTime; + + private static final long QUERY_LOG_INTERVAL = 10000; + private boolean logMinerStarted = false; /** @@ -105,7 +125,6 @@ public LogMinerConnection(LogMinerConfig logMinerConfig) { } public void connect() { - PreparedStatement preparedStatement = null; try { ClassUtil.forName(logMinerConfig.getDriverName(), getClass().getClassLoader()); @@ -116,17 +135,20 @@ public void connect() { if(isOracle10){ //oracle10开启logMiner之前 需要设置会话级别的日期格式 否则sql语句会含有todate函数 而不是todate函数计算后的值 - preparedStatement = connection.prepareStatement(SqlUtil.SQL_ALTER_DATE_FORMAT); - preparedStatement.execute(); - preparedStatement = connection.prepareStatement(SqlUtil.NLS_TIMESTAMP_FORMAT); - preparedStatement.execute(); + try (PreparedStatement preparedStatement = connection.prepareStatement(SqlUtil.SQL_ALTER_DATE_FORMAT)) { + preparedStatement.execute(); + } + try (PreparedStatement preparedStatement = connection.prepareStatement(SqlUtil.NLS_TIMESTAMP_FORMAT)) { + preparedStatement.execute(); + } } LOG.info("get connection successfully, url:{}, username:{}, Oracle version：{}", logMinerConfig.getJdbcUrl(), logMinerConfig.getUsername(), oracleVersion); } catch (Exception e){ String message = String.format("get connection failed，url:[%s], username:[%s], e:%s", logMinerConfig.getJdbcUrl(), logMinerConfig.getUsername(), ExceptionUtil.getErrorMessage(e)); LOG.error(message); - closeResources(null, preparedStatement, connection); + //出现异常 需要关闭connection,保证connection 和 session日期配置 生命周期一致 + closeResources(null, null, connection); throw new RuntimeException(message, e); } } @@ -423,13 +445,7 @@ private List queryLogFiles(Long scn) throws SQLException{ logFiles.add(logFile); } } finally { - if (null != rs) { - rs.close(); - } - - if (null != statement) { - statement.close(); - } + closeResources(rs, statement, null); } lastQueryTime = System.currentTimeMillis(); @@ -551,6 +567,7 @@ public void checkPrivileges() { } } + private boolean containsNeededPrivileges(Statement statement) { try (ResultSet rs = statement.executeQuery(SqlUtil.SQL_QUERY_PRIVILEGES)) { List privileges = new ArrayList<>(); @@ -651,11 +668,11 @@ private void closeStmt(Statement statement){ } } - public void setPreScn(Long preScn) { - this.preScn = preScn; - } - public enum ReadPosition{ ALL, CURRENT, TIME, SCN } + + public void setPreScn(Long preScn) { + this.preScn = preScn; + } } diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java index 42d781a7a4..3bab8c86c4 100644 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/src/main/java/com/dtstack/flinkx/oraclelogminer/util/SqlUtil.java @@ -302,11 +302,15 @@ public class SqlUtil { public final static String SQL_QUERY_LOG_MODE = "SELECT LOG_MODE FROM V$DATABASE"; public final static String SQL_QUERY_SUPPLEMENTAL_LOG_DATA_ALL = "SELECT SUPPLEMENTAL_LOG_DATA_ALL FROM V$DATABASE"; - public static final List PRIVILEGES_NEEDED = Arrays.asList("CREATE SESSION", "LOGMINING", "SELECT ANY TRANSACTION", "SELECT ANY DICTIONARY"); - public static final List ORACLE_11_PRIVILEGES_NEEDED = Arrays.asList("CREATE SESSION", "SELECT ANY TRANSACTION", "SELECT ANY DICTIONARY"); + private final static List SUPPORTED_OPERATIONS = Arrays.asList("UPDATE", "INSERT", "DELETE"); + public static List EXCLUDE_SCHEMAS = Collections.singletonList("SYS"); + public static final List PRIVILEGES_NEEDED = Arrays.asList("CREATE SESSION", "LOGMINING", "SELECT ANY TRANSACTION", "SELECT ANY DICTIONARY"); + + public static final List ORACLE_11_PRIVILEGES_NEEDED = Arrays.asList("CREATE SESSION", "SELECT ANY TRANSACTION", "SELECT ANY DICTIONARY"); + /** * 构建查询v$logmnr_contents视图SQL * @param listenerOptions 需要采集操作类型字符串 delete,insert,update diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java index 0c66ead84b..aed7f96f48 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormat.java @@ -199,4 +199,4 @@ public long getStartLsn() { public boolean isRunning() { return running; } -} +} \ No newline at end of file diff --git a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java index c32f225e55..2beae76f04 100644 --- a/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java +++ b/flinkx-pgwal/flinkx-pgwal-reader/src/main/java/com/dtstack/flinkx/pgwal/format/PgWalInputFormatBuilder.java @@ -110,4 +110,4 @@ protected void checkFormat() { throw new IllegalArgumentException("slotName can not be null if allowCreateSlot is false"); } } -} +} \ No newline at end of file diff --git a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/reader/PhoenixReader.java b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/reader/PhoenixReader.java index 5a082c4563..6d0ea51d86 100644 --- a/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/reader/PhoenixReader.java +++ b/flinkx-phoenix/flinkx-phoenix-reader/src/main/java/com/dtstack/flinkx/phoenix/reader/PhoenixReader.java @@ -39,7 +39,6 @@ public class PhoenixReader extends JdbcDataReader { public PhoenixReader(DataTransferConfig config, StreamExecutionEnvironment env) { super(config, env); setDatabaseInterface(new PhoenixMeta()); - dbUrl = DbUtil.formatJdbcUrl(dbUrl, Collections.singletonMap("zeroDateTimeBehavior", "convertToNull")); } @Override diff --git a/flinkx-phoenix/flinkx-phoenix-writer/src/main/java/com/dtstack/flinkx/phoenix/writer/PhoenixWriter.java b/flinkx-phoenix/flinkx-phoenix-writer/src/main/java/com/dtstack/flinkx/phoenix/writer/PhoenixWriter.java index f8ca7cad7c..3f3be00526 100644 --- a/flinkx-phoenix/flinkx-phoenix-writer/src/main/java/com/dtstack/flinkx/phoenix/writer/PhoenixWriter.java +++ b/flinkx-phoenix/flinkx-phoenix-writer/src/main/java/com/dtstack/flinkx/phoenix/writer/PhoenixWriter.java @@ -38,7 +38,6 @@ public class PhoenixWriter extends JdbcDataWriter { public PhoenixWriter(DataTransferConfig config) { super(config); setDatabaseInterface(new PhoenixMeta()); - dbUrl = DbUtil.formatJdbcUrl(dbUrl, Collections.singletonMap("zeroDateTimeBehavior", "convertToNull")); } @Override diff --git a/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java index e9516404ab..d960251ab3 100644 --- a/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java +++ b/flinkx-phoenix5/flinkx-phoenix5-reader/src/main/java/com/dtstack/flinkx/phoenix5/format/Phoenix5InputFormat.java @@ -177,8 +177,9 @@ public void openInternal(InputSplit inputSplit) throws IOException { hConfiguration.set(HConstants.ZOOKEEPER_ZNODE_PARENT, (String) rootNode); } hConfiguration.setBoolean(HConstants.CLUSTER_DISTRIBUTED, true); - org.apache.hadoop.hbase.client.Connection hConn = ConnectionFactory.createConnection(hConfiguration); - hTable = hConn.getTable(TableName.valueOf(table)); + try (org.apache.hadoop.hbase.client.Connection hConn = ConnectionFactory.createConnection(hConfiguration)) { + hTable = hConn.getTable(TableName.valueOf(table)); + } resultIterator = hTable.getScanner(scan).iterator(); } catch (Exception e) { String message = String.format("openInputFormat() failed, dbUrl = %s, properties = %s, e = %s", dbUrl, GsonUtil.GSON.toJson(properties), ExceptionUtil.getErrorMessage(e)); diff --git a/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/writer/Phoenix5Writer.java b/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/writer/Phoenix5Writer.java index 25d76cb568..674308a930 100644 --- a/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/writer/Phoenix5Writer.java +++ b/flinkx-phoenix5/flinkx-phoenix5-writer/src/main/java/com/dtstack/flinkx/phoenix5/writer/Phoenix5Writer.java @@ -38,7 +38,6 @@ public class Phoenix5Writer extends JdbcDataWriter { public Phoenix5Writer(DataTransferConfig config) { super(config); setDatabaseInterface(new Phoenix5DatabaseMeta()); - dbUrl = DbUtil.formatJdbcUrl(dbUrl, Collections.singletonMap("zeroDateTimeBehavior", "convertToNull")); } @Override diff --git a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/reader/PostgresqlReader.java b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/reader/PostgresqlReader.java index 02cc02a40a..e751ecbb50 100644 --- a/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/reader/PostgresqlReader.java +++ b/flinkx-postgresql/flinkx-postgresql-reader/src/main/java/com/dtstack/flinkx/postgresql/reader/PostgresqlReader.java @@ -19,6 +19,7 @@ package com.dtstack.flinkx.postgresql.reader; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.inputformat.BaseRichInputFormat; import com.dtstack.flinkx.postgresql.PostgresqlDatabaseMeta; import com.dtstack.flinkx.postgresql.PostgresqlTypeConverter; @@ -27,6 +28,7 @@ import com.dtstack.flinkx.rdb.datareader.QuerySqlBuilder; import com.dtstack.flinkx.rdb.inputformat.JdbcInputFormatBuilder; import com.dtstack.flinkx.rdb.util.DbUtil; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; @@ -44,6 +46,11 @@ public PostgresqlReader(DataTransferConfig config, StreamExecutionEnvironment en setDatabaseInterface(new PostgresqlDatabaseMeta()); setTypeConverterInterface(new PostgresqlTypeConverter()); dbUrl = DbUtil.formatJdbcUrl(dbUrl, null); + + String schema = config.getJob().getContent().get(0).getReader().getParameter().getConnection().get(0).getSchema(); + if (StringUtils.isNotEmpty(schema)){ + table = schema + ConstantValue.POINT_SYMBOL + table; + } } @Override diff --git a/flinkx-postgresql/flinkx-postgresql-writer/src/main/java/com/dtstack/flinkx/postgresql/writer/PostgresqlWriter.java b/flinkx-postgresql/flinkx-postgresql-writer/src/main/java/com/dtstack/flinkx/postgresql/writer/PostgresqlWriter.java index ec7958f393..243e1c1d71 100644 --- a/flinkx-postgresql/flinkx-postgresql-writer/src/main/java/com/dtstack/flinkx/postgresql/writer/PostgresqlWriter.java +++ b/flinkx-postgresql/flinkx-postgresql-writer/src/main/java/com/dtstack/flinkx/postgresql/writer/PostgresqlWriter.java @@ -19,12 +19,14 @@ package com.dtstack.flinkx.postgresql.writer; import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.constants.ConstantValue; import com.dtstack.flinkx.postgresql.PostgresqlDatabaseMeta; import com.dtstack.flinkx.postgresql.PostgresqlTypeConverter; import com.dtstack.flinkx.postgresql.format.PostgresqlOutputFormat; import com.dtstack.flinkx.rdb.datawriter.JdbcDataWriter; import com.dtstack.flinkx.rdb.outputformat.JdbcOutputFormatBuilder; import com.dtstack.flinkx.streaming.api.functions.sink.DtOutputFormatSinkFunction; +import org.apache.commons.lang3.StringUtils; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.datastream.DataStreamSink; import org.apache.flink.types.Row; @@ -37,8 +39,13 @@ */ public class PostgresqlWriter extends JdbcDataWriter { + public PostgresqlWriter(DataTransferConfig config) { super(config); + String schema = config.getJob().getContent().get(0).getWriter().getParameter().getConnection().get(0).getSchema(); + if (StringUtils.isNotEmpty(schema)){ + table = schema + ConstantValue.POINT_SYMBOL + table; + } setDatabaseInterface(new PostgresqlDatabaseMeta()); setTypeConverterInterface(new PostgresqlTypeConverter()); } diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java index 1c5ea0d024..c9a1e86489 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/util/DbUtil.java @@ -404,6 +404,12 @@ public static String formatJdbcUrl(String dbUrl, Map extParamMap) String[] splits = DB_PATTERN.split(dbUrl); Map paramMap = new HashMap<>(16); + if(!CollectionUtil.isNullOrEmpty(extParamMap)){ + paramMap.putAll(extParamMap); + } + paramMap.put("useCursorFetch", "true"); + paramMap.put("rewriteBatchedStatements", "true"); + if(splits.length > 1) { String[] pairs = splits[1].split("&"); for(String pair : pairs) { @@ -412,12 +418,6 @@ public static String formatJdbcUrl(String dbUrl, Map extParamMap) } } - if(!CollectionUtil.isNullOrEmpty(extParamMap)){ - paramMap.putAll(extParamMap); - } - paramMap.put("useCursorFetch", "true"); - paramMap.put("rewriteBatchedStatements", "true"); - StringBuffer sb = new StringBuffer(dbUrl.length() + 128); sb.append(splits[0]).append("?"); int index = 0; diff --git a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java index d4b91d450d..535f0ebbca 100644 --- a/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java +++ b/flinkx-rdb/flinkx-rdb-reader/src/main/java/com.dtstack.flinkx.rdb.inputformat/JdbcInputFormat.java @@ -33,9 +33,9 @@ import com.dtstack.flinkx.util.FileSystemUtil; import com.dtstack.flinkx.util.GsonUtil; import com.dtstack.flinkx.util.RetryUtil; +import com.dtstack.flinkx.util.MapUtil; import com.dtstack.flinkx.util.StringUtil; import com.dtstack.flinkx.util.UrlUtil; -import com.fasterxml.jackson.databind.ObjectMapper; import com.google.gson.Gson; import org.apache.commons.lang3.StringUtils; import org.apache.flink.core.io.InputSplit; @@ -724,7 +724,7 @@ private void uploadMetricData() throws IOException { if (endLocationAccumulator != null) { metrics.put(Metrics.END_LOCATION, endLocationAccumulator.getLocalValue()); } - out.writeUTF(new ObjectMapper().writeValueAsString(metrics)); + out.writeUTF(MapUtil.writeValueAsString(metrics)); } catch (Exception e) { LOG.error("hadoop conf:{}", hadoopConfig); throw new IOException("Upload metric to HDFS error", e); diff --git a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java index 8d94f93bc6..70e73ebd5f 100644 --- a/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java +++ b/flinkx-rdb/flinkx-rdb-writer/src/main/java/com/dtstack/flinkx/rdb/outputformat/JdbcOutputFormat.java @@ -46,6 +46,7 @@ import java.util.Arrays; import java.util.HashMap; import java.util.List; +import java.util.Locale; import java.util.Map; import java.util.Properties; @@ -123,7 +124,7 @@ public class JdbcOutputFormat extends BaseRichOutputFormat { "AND t.table_name = '%s'"; protected final static String CONN_CLOSE_ERROR_MSG = "No operations allowed"; - protected static List STRING_TYPES = Arrays.asList("CHAR", "VARCHAR","TINYBLOB","TINYTEXT","BLOB","TEXT", "MEDIUMBLOB", "MEDIUMTEXT", "LONGBLOB", "LONGTEXT"); + protected static List STRING_TYPES = Arrays.asList("CHAR", "VARCHAR", "VARCHAR2", "NVARCHAR2", "NVARCHAR", "TINYBLOB","TINYTEXT","BLOB","TEXT", "MEDIUMBLOB", "MEDIUMTEXT", "LONGBLOB", "LONGTEXT"); protected PreparedStatement prepareTemplates() throws SQLException { if(CollectionUtils.isEmpty(fullColumn)) { @@ -358,7 +359,7 @@ protected Object getField(Row row, int index) { //field为空字符串，且写入目标类型不为字符串类型的字段，则将object设置为null if(field instanceof String && StringUtils.isBlank((String) field) - &&!STRING_TYPES.contains(type)){ + &&!STRING_TYPES.contains(type.toUpperCase(Locale.ENGLISH))){ return null; } diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantParam.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantParam.java deleted file mode 100644 index 787b6bf43b..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantParam.java +++ /dev/null @@ -1,112 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import org.apache.commons.lang3.StringUtils; - -import java.sql.Date; -import java.time.LocalDateTime; -import java.time.ZoneId; -import java.time.format.DateTimeFormatter; -import java.util.Objects; - -/** - * ConstantParan - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public class ConstantParam implements ParamDefinition { - - private final String name; - - private final ParamType paramType; - - private final Class valueClass; - - protected Object value; - - private final String description; - - private String formatDescription; - - private final DateTimeFormatter format; - - public ConstantParam(String name, ParamType paramType, Class valueClass, Object value, String description, String format) { - this.name = name; - this.paramType = paramType; - this.valueClass = valueClass; - this.description = description; - this.value = value; - this.formatDescription = format; - if (StringUtils.isNotBlank(format)) { - this.format = DateTimeFormatter.ofPattern(format); - } else { - this.format = null; - } - - } - - @Override - public String getName() { - return name; - } - - @Override - public ParamType getType() { - return paramType; - } - - @Override - public Object getValue() { - return value; - } - - @Override - public String getValueType() { - return "valueClass"; - } - - - @Override - public String getDescription() { - return description; - } - - @Override - public String getFormat() { - return formatDescription; - } - - @Override - public Object format(Object data) { - if (Objects.isNull(format) || Objects.isNull(data)) { - return data; - } - if (getValueType().equals(Date.class)) { - Date value1 = (Date) data; - LocalDateTime ldt = value1.toInstant() - .atZone(ZoneId.systemDefault()) - .toLocalDateTime(); - return format.format(ldt); - } - return null; - } - - -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantVarible.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantVarible.java deleted file mode 100644 index 6cafee83d4..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ConstantVarible.java +++ /dev/null @@ -1,22 +0,0 @@ -package com.dtstack.flinkx.restapi.common; - -public class ConstantVarible implements Paramitem { - private final T object; - private final String name; - - public ConstantVarible(T object, String name) { - this.object = object; - this.name = name; - } - - @Override - public T getValue(RestContext restContext) { - return object; - } - - @Override - public String getName() { - return name; - } - -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/CurrentTimeVarible.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/CurrentTimeVarible.java deleted file mode 100644 index 36267d991d..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/CurrentTimeVarible.java +++ /dev/null @@ -1,43 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import java.util.Date; - -/** - * CurrentTimeVarible - * - * @author by dujie@dtstack.com - * @Date 2020/9/28 - */ -public class CurrentTimeVarible implements Paramitem { - - public CurrentTimeVarible() { - - } - - @Override - public Date getValue(RestContext restContext) { - return new Date(); - } - - @Override - public String getName() { - return "currenttime"; - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/DymaticParam.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/DymaticParam.java deleted file mode 100644 index 49deeadc21..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/DymaticParam.java +++ /dev/null @@ -1,260 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import com.github.pfmiles.dropincc.*; -import org.apache.commons.collections.CollectionUtils; -import org.apache.commons.lang3.StringUtils; -import org.apache.commons.lang3.math.NumberUtils; - -import java.math.BigDecimal; -import java.sql.Timestamp; -import java.util.*; -import java.util.concurrent.atomic.AtomicReference; - -/** - * DymaticParam - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public class DymaticParam extends ConstantParam implements ParamDefinitionNextAble { - - private RestContext restContext; - - private final List dymaticNowString; - private final List dymaticNextString; - - - private final String initValueExpression; - private final String nextValueExpression; - - private Exe exe = getExe(); - - - public DymaticParam(String name, ParamType paramType, Class valueClass, String nowValue, String nextValue, String description, String format, RestContext context) { - super(name, paramType, valueClass, null, description, format); - // nowvalue一定是存在的 - initValueExpression = nowValue; - - dymaticNowString = ParamFactory.getVarible(nowValue); - - if (StringUtils.isBlank(nextValue)) { - dymaticNextString = dymaticNowString; - nextValueExpression = initValueExpression; - } else { - dymaticNextString = ParamFactory.getVarible(nextValue); - nextValueExpression = nextValue; - } - this.restContext = context; - } - - @Override - public Object getValue() { - return getDymaticValue(dymaticNowString, initValueExpression); - } - - /** - * 字符串解析为后缀表达式 - * `如何判断是动态变量 - * 如何判断是符合后缀表达式的 - * 后缀表达式计算 - * - * @return - */ - @Override - public Object getNextValue() { - return getDymaticValue(dymaticNextString, nextValueExpression); - } - - //判断是否是运算符 - public boolean isOperator(String oper) { - return oper.equals("+") || oper.equals("-") || oper.equals("*") || oper.equals("/"); - } - - //计算 如何变量1 2 只要有一个是字符串 那么就直接拼接 或者为null 为null 2+2+ - public int calculation(int num1, int num2, String oper) { - switch (oper) { - case "+": - return num2 + num1; - case "-": - return num2 - num1; - case "*": - return num2 * num1; - case "/": - return num2 / num1; - default: - return 0; - } - } - - public int operationLv(char operation) {//给运算符设置优先级 - switch (operation) { - case '+': - case '-': - return 1; - case '*': - case '/': - return 2; - case '(': - case ')': - return 3; - default: - return 0; - } - } - - - @Override - public void init() { - - } - - public Exe getExe() { - Lang c = new Lang("Calculator"); - Grule expr = c.newGrule(); - c.defineGrule(expr, CC.EOF).action(new Action() { - public BigDecimal act(Object matched) { - return new BigDecimal(((Object[]) matched)[0].toString()); - } - }); - TokenDef a = c.newToken("\\+"); - Grule addend = c.newGrule(); - expr.define(addend, CC.ks(a.or("\\-"), addend)).action(new Action() { - public BigDecimal act(Object matched) { - Object[] ms = (Object[]) matched; - BigDecimal a0 = (BigDecimal) ms[0]; - Object[] aPairs = (Object[]) ms[1]; - for (Object p : aPairs) { - String op = (String) ((Object[]) p)[0]; - BigDecimal a = (BigDecimal) ((Object[]) p)[1]; - if ("+".equals(op)) { - a0 = a.add(a0); - } else { - a0 = a0.subtract(a); - } - } - return a0; - } - }); - TokenDef m = c.newToken("\\*"); - Grule factor = c.newGrule(); - addend.define(factor, CC.ks(m.or("/"), factor)).action(new Action() { - public BigDecimal act(Object matched) { - Object[] ms = (Object[]) matched; - BigDecimal f0 = (BigDecimal) ms[0]; - Object[] fPairs = (Object[]) ms[1]; - for (Object p : fPairs) { - String op = (String) ((Object[]) p)[0]; - BigDecimal f = (BigDecimal) ((Object[]) p)[1]; - if ("*".equals(op)) { - f0 = f0.multiply(f); - } else { - f0 = f0.divide(f, BigDecimal.ROUND_HALF_UP, 3); - } - } - return f0; - } - }); - factor.define("\\(^[\\-]", expr, "\\)").action(new Action() { - public BigDecimal act(Object matched) { - return (BigDecimal) ((Object[]) matched)[1]; - } - }).alt("\\(\\-\\d+(\\.\\d+)?\\)|\\d+(\\.\\d+)?").action(new Action() { - public BigDecimal act(Object matched) { - if( matched.toString().startsWith("(") && matched.toString().endsWith(")")){ - return new BigDecimal(matched.toString().substring(1,matched.toString().length()-1)); - }else{ - return new BigDecimal(matched.toString()); - } - - } - }); - Exe exe = c.compile(); - return exe; - } - - private Object getDymaticValue(List dymaticString, String expression) { - if (CollectionUtils.isEmpty(dymaticString)) { - return expression; - } - Map tempReplaceValue = new HashMap<>(16); - AtomicReference tempExpression = new AtomicReference<>(expression); - Object tempValue; - dymaticString.forEach(k -> { - Object value = k.getValue(restContext); - tempReplaceValue.put(escapeExprSpecialWord("${" + k.getName() + "}"), value); - }); - tempReplaceValue.forEach((k, v) -> { - if(Objects.isNull(v)){ - tempExpression.set(tempExpression.get().replaceFirst(k, 0+"")); - }else if (NumberUtils.isNumber(v.toString())) { - tempExpression.set(tempExpression.get().replaceFirst(k, v.toString())); - } else if (v instanceof Date) { - tempExpression.set(tempExpression.get().replaceFirst(k, ((Date) v).getTime() + "")); - } - if (v instanceof java.sql.Date) { - tempExpression.set(tempExpression.get().replaceFirst(k, ((java.sql.Date) v).getTime() + "")); - } - if (v instanceof Timestamp) { - tempExpression.set(tempExpression.get().replaceFirst(k, ((Timestamp) v).getTime() + "")); - } - }); - - - try { - tempValue = exe.eval(tempExpression.get()); - } catch (Exception e) { - tempReplaceValue.forEach((k, v) -> { - if(Objects.isNull(v)){ - tempExpression.set(tempExpression.get().replaceFirst(k, "")); - }else if (NumberUtils.isNumber(v.toString())) { - tempExpression.set(tempExpression.get().replaceFirst(k, v.toString())); - } else if (v instanceof Date) { - tempExpression.set(tempExpression.get().replaceFirst(k, ((Date) v).toString() + "")); - } - if (v instanceof java.sql.Date) { - tempExpression.set(tempExpression.get().replaceFirst(k, ((java.sql.Date) v).toString() + "")); - } - if (v instanceof Timestamp) { - tempExpression.set(tempExpression.get().replaceFirst(k, ((Timestamp) v).toString() + "")); - } - }); - tempValue = initValueExpression; - } - restContext.updateValue(getType().name().toLowerCase(Locale.ENGLISH) + "." + getName(), tempValue); - return tempValue; - } - /** - * 转义正则特殊字符 （$()*+.[]?\^{},|） - * - * @param keyword - * @return - */ - public static String escapeExprSpecialWord(String keyword) { - if (StringUtils.isNotBlank(keyword)) { - String[] fbsArr = { "\\", "$", "(", ")", "*", "+", ".", "[", "]", "?", "^", "{", "}", "|" }; - for (String key : fbsArr) { - if (keyword.contains(key)) { - keyword = keyword.replace(key, "\\" + key); - } - } - } - return keyword; - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java index 8b7b9b1b23..a13fb6f195 100644 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/HttpUtil.java @@ -17,20 +17,29 @@ */ package com.dtstack.flinkx.restapi.common; +import com.dtstack.flinkx.util.ExceptionUtil; import com.google.gson.Gson; +import org.apache.commons.collections.MapUtils; import org.apache.http.client.config.RequestConfig; import org.apache.http.client.methods.HttpGet; import org.apache.http.client.methods.HttpPost; import org.apache.http.client.methods.HttpRequestBase; +import org.apache.http.conn.ssl.NoopHostnameVerifier; import org.apache.http.entity.StringEntity; import org.apache.http.impl.client.CloseableHttpClient; import org.apache.http.impl.client.HttpClientBuilder; import org.apache.http.impl.conn.PoolingHttpClientConnectionManager; +import org.apache.http.ssl.SSLContextBuilder; import org.slf4j.Logger; import org.slf4j.LoggerFactory; +import javax.net.ssl.SSLContext; import java.io.IOException; +import java.io.UnsupportedEncodingException; +import java.net.URLEncoder; import java.nio.charset.StandardCharsets; +import java.util.ArrayList; +import java.util.HashMap; import java.util.Map; /** @@ -47,6 +56,29 @@ public class HttpUtil { public static Gson gson = new Gson(); public static CloseableHttpClient getHttpClient() { + + return getBaseBuilder().build(); + } + + + public static CloseableHttpClient getHttpsClient() { + + // 设置Http连接池 + SSLContext sslContext; + try { + sslContext = new SSLContextBuilder() + .loadTrustMaterial(null, (certificate, authType) -> true).build(); + } catch (Exception e) { + LOG.warn(ExceptionUtil.getErrorMessage(e)); + throw new RuntimeException(e); + } + return getBaseBuilder() + .setSSLContext(sslContext) + .setSSLHostnameVerifier(new NoopHostnameVerifier()) + .build(); + } + + public static HttpClientBuilder getBaseBuilder() { // 设置自定义的重试策略 MyServiceUnavailableRetryStrategy strategy = new MyServiceUnavailableRetryStrategy .Builder() @@ -73,9 +105,7 @@ public static CloseableHttpClient getHttpClient() { .setServiceUnavailableRetryStrategy(strategy) .setRetryHandler(retryHandler) .setDefaultRequestConfig(requestConfig) - .setConnectionManager(pcm) - .build(); -// return HttpClientBuilder.create().build(); + .setConnectionManager(pcm); } public static HttpRequestBase getRequest(String method, @@ -83,7 +113,7 @@ public static HttpRequestBase getRequest(String method, Map header, String url) { LOG.debug("current request url: {} current method:{} \n", url, method); - HttpRequestBase request = null; + HttpRequestBase request ; if (HttpMethod.GET.name().equalsIgnoreCase(method)) { request = new HttpGet(url); @@ -101,6 +131,51 @@ public static HttpRequestBase getRequest(String method, return request; } + + public static HttpRequestBase getRequest(String method, + Map requestBody, + Map requestParam, + Map header, + String url) { + + HttpRequestBase request ; + if (MapUtils.isNotEmpty(requestParam)) { + ArrayList params = new ArrayList<>(); + requestParam.forEach((k, v) -> { + try { + //参数进行编码 + params.add(URLEncoder.encode(k, StandardCharsets.UTF_8.name()) + "=" + URLEncoder.encode(v, StandardCharsets.UTF_8.name())); + } catch (UnsupportedEncodingException e) { + throw new RuntimeException("URLEncoder.encode k [" + k + "] or v ["+ v +"] failed ", e); + } + }); + if (url.contains("?")) { + url += "&" + String.join("&", params); + } else { + url += "?" + String.join("&", params); + } + } + + LOG.debug("current request url: {} current method:{} \n", url, method); + if (HttpMethod.GET.name().equalsIgnoreCase(method)) { + request = new HttpGet(url); + } else if (HttpMethod.POST.name().equalsIgnoreCase(method)) { + HttpPost post = new HttpPost(url); + HashMap tmp = new HashMap<>(); + requestBody.forEach(tmp::put); + post.setEntity(getEntityData(tmp)); + request = post; + } else { + throw new UnsupportedOperationException("Unsupported method:" + method); + } + + for (Map.Entry entry : header.entrySet()) { + request.addHeader(entry.getKey(), entry.getValue()); + } + return request; + } + + public static void closeClient(CloseableHttpClient httpClient) { try { httpClient.close(); diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/InnerVaribleFactory.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/InnerVaribleFactory.java deleted file mode 100644 index 62102263ea..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/InnerVaribleFactory.java +++ /dev/null @@ -1,53 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import java.util.HashMap; -import java.util.Map; - -/** - * InnerVaribleFactory - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public class InnerVaribleFactory { - - private static Map InnerVaribles; - - static { - InnerVaribles = new HashMap<>(18); - InnerVaribles.put("uuid", new UuidVarible()); - InnerVaribles.put("currenttime", new CurrentTimeVarible()); - - } - - public static Paramitem createInnerVarible(String name) { - return InnerVaribles.get(name); - } - - public static boolean isInnerVariable(String name) { - return InnerVaribles.containsKey(name); - } - - - public static void addVarible(String name,Paramitem paramitem) { - InnerVaribles.put(name,paramitem); - } - -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/IntervalTimeVarible.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/IntervalTimeVarible.java deleted file mode 100644 index 8adc73ab6f..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/IntervalTimeVarible.java +++ /dev/null @@ -1,43 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -/** - * CurrentTimeVarible - * - * @author by dujie@dtstack.com - * @Date 2020/9/28 - */ -public class IntervalTimeVarible implements Paramitem { - - private final Long intervalTime; - - public IntervalTimeVarible(Long intervalTime) { - this.intervalTime = intervalTime; - } - - @Override - public Long getValue(RestContext restContext) { - return intervalTime; - } - - @Override - public String getName() { - return "intervalTime"; - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MapUtils.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MapUtils.java deleted file mode 100644 index c1bdfc5b13..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/MapUtils.java +++ /dev/null @@ -1,37 +0,0 @@ -package com.dtstack.flinkx.restapi.common; - -import com.dtstack.flinkx.util.GsonUtil; - -import java.util.Map; -import java.util.Objects; - -public class MapUtils { - - - public static Object getData(Map data, String[] names) { - Map tempHashMap = data; - for (int i = 0; i < names.length; i++) { - if (tempHashMap.containsKey(names[i]) && i != names.length - 1) { - if (Objects.isNull(tempHashMap.get(names[i]))) { - return null; - } - if (tempHashMap.get(names[i]) instanceof Map) { - tempHashMap = (Map) tempHashMap.get(names[i]); - } else if (tempHashMap.get(names[i]) instanceof String) { - try { - tempHashMap = GsonUtil.GSON.fromJson((String) tempHashMap.get(names[i]), GsonUtil.gsonMapTypeToken); - } catch (Exception e) { - return null; - } - } else { - return null; - } - } else if (i == names.length - 1) { - return tempHashMap.get(names[i]); - } else { - return null; - } - } - return null; - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinition.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinition.java deleted file mode 100644 index 0439ca70db..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinition.java +++ /dev/null @@ -1,56 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -/** - * ParamDefinition - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public interface ParamDefinition { - - /** - * key - * - * @return - */ - String getName(); - - ParamType getType(); - - Object getValue(); - - String getValueType(); - - /** - * 用户定义的json - * - * @return - */ - String getDescription(); - - String getFormat(); - - Object format(Object data); - - - default void init(){ - - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinitionNextAble.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinitionNextAble.java deleted file mode 100644 index b51b828176..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamDefinitionNextAble.java +++ /dev/null @@ -1,31 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import java.util.List; - -/** - * DymaticParam - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public interface ParamDefinitionNextAble extends ParamDefinition { - - Object getNextValue(); -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamFactory.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamFactory.java deleted file mode 100644 index d7f8f902a5..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamFactory.java +++ /dev/null @@ -1,105 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import org.apache.commons.collections.CollectionUtils; -import org.apache.commons.lang3.StringUtils; - -import java.util.*; -import java.util.regex.Matcher; -import java.util.regex.Pattern; - -/** - * ParamFactory - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public class ParamFactory { - - public static Pattern valueExpression = - Pattern.compile("(?(\\$\\{(.*?)\\}))"); - - public static List createDefinition(ParamType paramType, Map> variableDescriptions, RestContext context) { - - //2 如果是动态变量 还需要解析为后缀表达式 - //先用一个正则 将动态变量拿出来 参数拿出来 - if (variableDescriptions == null || variableDescriptions.isEmpty()) { - return Collections.emptyList(); - } - List data = new ArrayList<>(variableDescriptions.size()); - - Iterator>> iterator = variableDescriptions.entrySet().iterator(); - while (iterator.hasNext()) { - Map.Entry> entry = iterator.next(); - String name = entry.getKey(); - Map entryValue = entry.getValue(); - String value = entryValue.get("value"); - String next = entryValue.get("next"); - String format = entryValue.get("format"); - String type = entryValue.get("type"); - - - //1 含有next 2 value里含有动态函数 isDymatic(); - //valueItems - //nextItems 如果不是空 或者 直接返回动态的 - if (isDymatic(value) || StringUtils.isNotBlank(next)) { - DymaticParam dymaticParam = new DymaticParam(name, paramType, null, value, next, variableDescriptions.toString(), format, context); - data.add(dymaticParam); - } else { - data.add(new ConstantParam(name, paramType, null, value, variableDescriptions.toString(), format)); - } - } - return data; - } - - - public static List getVarible(String text) { - List valueItems = new ArrayList<>(16); - Matcher matcher = valueExpression.matcher(text); - while (matcher.find()) { - String varible = matcher.group("varible"); - valueItems.add(parsr(varible)); - } - if (CollectionUtils.isEmpty(valueItems)) { - return Collections.emptyList(); - } - return valueItems; - } - - public static boolean isDymatic(String text) { - return valueExpression.matcher(text).find(); - } - - - public static Paramitem parsr(String value) { - - if (value.startsWith("${") && value.endsWith("}")) { - String substring = value.substring(2, value.length() - 1); - if (substring.startsWith("body.") || substring.startsWith("param.") || substring.startsWith("header.") || substring.startsWith("response.")) { - return new ReplaceParamItem(substring); - } else if (InnerVaribleFactory.isInnerVariable(substring)) { - return InnerVaribleFactory.createInnerVarible(substring); - } else { - return new ConstantVarible(value, value); - } - } else { - return new ConstantVarible(value, value); - } - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamType.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamType.java index 8f0d25c26b..afb10fd7ce 100644 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamType.java +++ b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ParamType.java @@ -21,12 +21,17 @@ * ParamType * * @author by dujie@dtstack.com - * @Date 2020/9/26 */ public enum ParamType { + /** request请求的header标识 **/ HEADER, + /** request请求的body标识 **/ BODY, + /** request请求的param标识 **/ PARAM, - RESPONSE; + /** request请求的返回值标识 **/ + RESPONSE, + /** 内部变量标识 **/ + INNER } diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/Paramitem.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/Paramitem.java deleted file mode 100644 index 7c2b4b7a81..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/Paramitem.java +++ /dev/null @@ -1,31 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -/** - * Paramitem - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public interface Paramitem { - T getValue(RestContext restContext); - - String getName(); - -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ReplaceParamItem.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ReplaceParamItem.java deleted file mode 100644 index 1d5062a758..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/ReplaceParamItem.java +++ /dev/null @@ -1,48 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import java.util.Collections; -import java.util.Locale; -import java.util.Optional; - -/** - * ReplaceParamItem - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public class ReplaceParamItem implements Paramitem { - private final String name; - - public ReplaceParamItem(String name) { - this.name=name; - } - - @Override - public Object getValue(RestContext restContext) { - return restContext.getValue(name); - } - - @Override - public String getName() { - return name; - } - - -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestContext.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestContext.java deleted file mode 100644 index b1b0373c4e..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/RestContext.java +++ /dev/null @@ -1,188 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import java.util.*; -import java.util.function.Function; -import java.util.stream.Collectors; - -/** - * RestContext - * - * @author by dujie@dtstack.com - * @Date 2020/9/26 - */ -public class RestContext { - - private String requestType; - - private String url; - - private String format; - - private boolean first; - - private ThreadLocal> setThreadLocal = new ThreadLocal<>(); - - private Map prevRequestValue = new HashMap<>(16); - - private Map requestValue; - - private Map> paramDefinitions; - - private Object object = new Object(); - - public RestContext(String requestType,String url,String format) { - this.requestType =requestType; - this.url =url; - this.requestValue = new HashMap<>(32); - this.paramDefinitions = new HashMap<>(32); - this.first = true; - this.format=format; - } - - public void updateValue(){ - prevRequestValue = requestValue; - requestValue=new HashMap<>(requestValue.size()); - } - - public Map getPreValue() { - return requestValue; - } - - - public httprequestApi.Httprequest build() { - // 根据当前value计算出httprequest - httprequestApi.Httprequest httprequest = new httprequestApi.Httprequest(); - - Map body = new HashMap<>(16); - Map header = new HashMap<>(16); - Map param = new HashMap<>(16); - if (first) { - paramDefinitions.get(ParamType.BODY).forEach((k, v) -> { - body.put(k, v.getValue()); - }); - - paramDefinitions.get(ParamType.HEADER).forEach((k, v) -> { - header.put(k, v.getValue().toString()); - }); - - paramDefinitions.get(ParamType.PARAM).forEach((k, v) -> { - param.put(k, v.getValue()); - }); - first = false; - } else { - paramDefinitions.get(ParamType.BODY).forEach((k, v) -> { - if (v instanceof ParamDefinitionNextAble) { - body.put(k, ((ParamDefinitionNextAble) v).getNextValue()); - } else { - body.put(k, v.getValue()); - } - }); - - paramDefinitions.get(ParamType.HEADER).forEach((k, v) -> { - if (v instanceof ParamDefinitionNextAble) { - header.put(k, ((ParamDefinitionNextAble) v).getNextValue().toString()); - } else { - header.put(k, v.getValue().toString()); - } - }); - - paramDefinitions.get(ParamType.PARAM).forEach((k, v) -> { - if (v instanceof ParamDefinitionNextAble) { - param.put(k, ((ParamDefinitionNextAble) v).getNextValue()); - } else { - param.put(k, v.getValue()); - } - }); - } - httprequest.buildBody(body).buildHeader(header).buildParam(param); - return httprequest; - } - - public httprequestApi.Httprequest buildNext() { - // 计算下一次的请求 但是不会更新preValue值 - return null; - } - - public void parseAndInt(Map> job, ParamType paramType) { - paramDefinitions.put(paramType, ParamFactory.createDefinition(paramType, job, this).stream().collect(Collectors.toMap(ParamDefinition::getName, Function.identity()))); - } - - - - protected void updateValue(String key, Object value) { - requestValue.put(key, value); - } - - private Object getValueQuick(String key) { - return prevRequestValue.get(key); - } - - protected Object getValue(String key) { - if (setThreadLocal.get() == null) { - setThreadLocal.set(new HashSet<>(paramDefinitions.size() * 8)); - } - if (setThreadLocal.get().contains(key)) { - throw new RuntimeException("循环依赖"); - } - setThreadLocal.get().add(key); - Object data = getValueQuick(key); - if (Objects.isNull(data) && first) { - String[] s = key.split("\\."); - ParamType paramType = ParamType.valueOf(s[0].toUpperCase(Locale.ENGLISH)); - if (Objects.isNull(paramDefinitions.get(paramType))) { - data = null; - } else { - ParamDefinition definition = paramDefinitions.get(paramType).get(s[1]); - //没查到对应的动态变量 - if (Objects.isNull(definition)) { - prevRequestValue.put(key, object); - } else { - Object value = definition.getValue(); - data=value; - prevRequestValue.put(key,value ); - } - } - } - setThreadLocal.get().remove(key); - - if (data == object) { - data = null; - } - return data; - } - //循环依赖使用有向图判断 - - public Map> getParamDefinitions() { - return paramDefinitions; - } - - public String getRequestType() { - return requestType; - } - - public String getUrl() { - return url; - } - - public String getFormat() { - return format; - } - -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/UuidVarible.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/UuidVarible.java deleted file mode 100644 index 3fd1be6283..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/UuidVarible.java +++ /dev/null @@ -1,21 +0,0 @@ -package com.dtstack.flinkx.restapi.common; - -import java.util.UUID; - -public class UuidVarible implements Paramitem { - - - public UuidVarible() { - } - - @Override - public String getValue(RestContext restContext) { - return UUID.randomUUID().toString(); - } - - @Override - public String getName() { - return "currentTime"; - } - -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ReadRecordException.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ReadRecordException.java deleted file mode 100644 index cbb9c9cc4e..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ReadRecordException.java +++ /dev/null @@ -1,10 +0,0 @@ -package com.dtstack.flinkx.restapi.common.exception; - -public class ReadRecordException extends RuntimeException { - public ReadRecordException() { - } - - public ReadRecordException(String message) { - super(message); - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseBreakException.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseBreakException.java deleted file mode 100644 index bd780a05b9..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseBreakException.java +++ /dev/null @@ -1,22 +0,0 @@ -package com.dtstack.flinkx.restapi.common.exception; - -public class ResponseBreakException extends RuntimeException{ - public ResponseBreakException() { - } - - public ResponseBreakException(String message) { - super(message); - } - - public ResponseBreakException(String message, Throwable cause) { - super(message, cause); - } - - public ResponseBreakException(Throwable cause) { - super(cause); - } - - public ResponseBreakException(String message, Throwable cause, boolean enableSuppression, boolean writableStackTrace) { - super(message, cause, enableSuppression, writableStackTrace); - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseRetryException.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseRetryException.java deleted file mode 100644 index 19ca560944..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/exception/ResponseRetryException.java +++ /dev/null @@ -1,22 +0,0 @@ -package com.dtstack.flinkx.restapi.common.exception; - -public class ResponseRetryException extends RuntimeException { - public ResponseRetryException() { - } - - public ResponseRetryException(String message) { - super(message); - } - - public ResponseRetryException(String message, Throwable cause) { - super(message, cause); - } - - public ResponseRetryException(Throwable cause) { - super(cause); - } - - public ResponseRetryException(String message, Throwable cause, boolean enableSuppression, boolean writableStackTrace) { - super(message, cause, enableSuppression, writableStackTrace); - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/BreakDataHandler.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/BreakDataHandler.java deleted file mode 100644 index 1b61b82756..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/BreakDataHandler.java +++ /dev/null @@ -1,26 +0,0 @@ -package com.dtstack.flinkx.restapi.common.handler; - -import com.dtstack.flinkx.restapi.common.MapUtils; -import com.dtstack.flinkx.restapi.common.exception.ResponseBreakException; -import com.dtstack.flinkx.restapi.common.exception.ResponseRetryException; - -import java.util.Map; -import java.util.Set; - -public class BreakDataHandler extends DataHandler { - - public BreakDataHandler(String key, Set value) { - super(key, value); - } - - @Override - public void execute(Map responseData) { - String[] strings = new String[0]; - strings[0] = key; - Object data = MapUtils.getData(responseData, strings); - if (value.contains(data.toString())) { - throw new ResponseBreakException("key:"+key+" contains"+data.toString()+" ,need break"); - } - - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandler.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandler.java deleted file mode 100644 index fe0a4cf643..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandler.java +++ /dev/null @@ -1,23 +0,0 @@ -package com.dtstack.flinkx.restapi.common.handler; - -import java.util.Map; -import java.util.Set; - -public abstract class DataHandler { - - protected String key; - - protected Set value; - - public DataHandler(String key, Set value) { - this.key = key; - this.value = value; - } - - public boolean isPipei(Map responseData) { - return responseData.containsKey(key) && value.contains(responseData.get(key).toString()); - } - - public abstract void execute(Map responseData); - -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandlerFactory.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandlerFactory.java deleted file mode 100644 index 94b94b9ca1..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/DataHandlerFactory.java +++ /dev/null @@ -1,29 +0,0 @@ -package com.dtstack.flinkx.restapi.common.handler; - -import org.apache.commons.lang.StringUtils; - -import java.util.HashMap; -import java.util.Map; - -public class DataHandlerFactory { - - - private static HashMap handlerHashMap = new HashMap<>(16); - - static { - - } - - public static DataHandler getDataHandler(Map dataHandlerParam) { - if (StringUtils.isNotBlank(dataHandlerParam.get("key").toString())) { - return handlerHashMap.get(dataHandlerParam.get("key").toString()); - }else{ - throw new IllegalArgumentException("dataHandler key not allow blank"); - } - } - - public static void destroy() { - //gc - handlerHashMap = null; - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/RetryDataHandler.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/RetryDataHandler.java deleted file mode 100644 index 2ae704a97c..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/handler/RetryDataHandler.java +++ /dev/null @@ -1,24 +0,0 @@ -package com.dtstack.flinkx.restapi.common.handler; - -import com.dtstack.flinkx.restapi.common.MapUtils; -import com.dtstack.flinkx.restapi.common.exception.ResponseRetryException; - -import java.util.Map; -import java.util.Set; - -public class RetryDataHandler extends DataHandler { - - public RetryDataHandler(String key, Set value) { - super(key, value); - } - - @Override - public void execute(Map responseData) { - String[] strings = new String[0]; - strings[0] = key; - Object data = MapUtils.getData(responseData, strings); - if (value.contains(data.toString())) { - throw new ResponseRetryException("key:"+key+" contains"+data.toString()+" ,need retry"); - } - } -} diff --git a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/httprequestApi.java b/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/httprequestApi.java deleted file mode 100644 index 69e203c660..0000000000 --- a/flinkx-restapi/flinkx-restapi-core/src/main/java/com/dtstack/flinkx/restapi/common/httprequestApi.java +++ /dev/null @@ -1,76 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.common; - -import java.util.Map; - -/** - * httprequestApi - * - * @author by dujie@dtstack.com - * @Date 2020/9/25 - */ -public abstract class httprequestApi { - - abstract R execute(); - - - abstract void getHttpRequest(); - - public static class Httprequest { - private Map body; - private Map param; - private Map header; - - public Httprequest buildBody(Map body) { - this.body = body; - return this; - } - - public Httprequest buildParam(Map param) { - this.param = param; - return this; - } - - public Httprequest buildHeader(Map header) { - this.header = header; - return this; - } - - @Override - public String toString() { - return "Httprequest{" + - "body:" + body + - ", param:" + param + - ", header:" + header + - '}'; - } - - public Map getBody() { - return body; - } - - public Map getParam() { - return param; - } - - public Map getHeader() { - return header; - } - } -} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java index a3cc581dd5..e69de29bb2 100644 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/HttpClient.java @@ -1,194 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.inputformat; - -import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.reader.MetaColumn; -import com.dtstack.flinkx.restapi.common.HttpUtil; -import com.dtstack.flinkx.restapi.common.MapUtils; -import com.dtstack.flinkx.restapi.common.RestContext; -import com.dtstack.flinkx.restapi.common.exception.ReadRecordException; -import com.dtstack.flinkx.restapi.common.exception.ResponseRetryException; -import com.dtstack.flinkx.restapi.common.handler.DataHandler; -import com.dtstack.flinkx.restapi.common.httprequestApi; -import com.dtstack.flinkx.util.ExceptionUtil; -import com.dtstack.flinkx.util.GsonUtil; -import org.apache.commons.collections.CollectionUtils; -import org.apache.flink.types.Row; -import org.apache.http.HttpEntity; -import org.apache.http.client.methods.CloseableHttpResponse; -import org.apache.http.client.methods.HttpUriRequest; -import org.apache.http.impl.client.CloseableHttpClient; -import org.apache.http.util.EntityUtils; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -import java.util.*; -import java.util.concurrent.*; -import java.util.concurrent.atomic.AtomicInteger; - -/** - * httpClient - * - * @author by dujie@dtstack.com - * @Date 2020/9/25 - */ -public class HttpClient { - private static final Logger LOG = LoggerFactory.getLogger(HttpClient.class); - - private ScheduledExecutorService scheduledExecutorService; - protected transient CloseableHttpClient httpClient; - private final long intervalTime; - private BlockingQueue queue; - private RestContext restContext; - private static final String THREAD_NAME = "restApiReader-thread"; - private List metaColumns; - private List handlers; - - - public HttpClient(RestContext restContext, Long intervalTime) { - this.restContext = restContext; - this.intervalTime = intervalTime; - queue = new SynchronousQueue<>(false); - this.scheduledExecutorService = new ScheduledThreadPoolExecutor(1, new ThreadFactory() { - @Override - public Thread newThread(Runnable r) { - return new Thread(r, THREAD_NAME); - } - }); - this.httpClient = HttpUtil.getHttpClient(); - } - - public void start() { - - scheduledExecutorService.scheduleAtFixedRate( - this::execute, - 0, - intervalTime, - TimeUnit.MILLISECONDS - ); - } - - public Row takeEvent() { - Row row = null; - try { - row = queue.take(); - } catch (InterruptedException e) { - LOG.error("takeEvent interrupted error:{}", ExceptionUtil.getErrorMessage(e)); - } - return row; - } - - public void execute() { - httprequestApi.Httprequest build = restContext.build(); - doExecute(build, 2); - restContext.updateValue(); - } - - public void doExecute(httprequestApi.Httprequest build, int retryTime) { - - HttpUriRequest request = HttpUtil.getRequest(restContext.getRequestType(), build.getBody(), build.getHeader(), restContext.getUrl()); - try { - CloseableHttpResponse httpResponse = httpClient.execute(request); - HttpEntity entity = httpResponse.getEntity(); - if (entity != null) { - String entityData = EntityUtils.toString(entity); - if (restContext.getFormat().equals("json")) { - Map map = HttpUtil.gson.fromJson(entityData, Map.class); - - if(CollectionUtils.isNotEmpty(handlers)){ - for (DataHandler handler : handlers) { - if (handler.isPipei(map)) { - handler.execute(map); - } - } - } - - if (CollectionUtils.isEmpty(metaColumns) || (metaColumns.size() == 1 && metaColumns.get(0).getName().equals(ConstantValue.STAR_SYMBOL))) { - queue.put(Row.of(map)); - } else { - HashMap stringObjectHashMap = new HashMap<>(); - for (MetaColumn metaColumn : metaColumns) { - String[] names = metaColumn.getName().split("\\."); - Map keyToMap = initData(stringObjectHashMap, names); - if (Objects.nonNull(keyToMap)) { - Object data = MapUtils.getData(map, names); - keyToMap.put(names[names.length - 1], data); - } - } - queue.put(Row.of(stringObjectHashMap)); - } - } else { - queue.put(Row.of(entityData)); - } - } else { - throw new RuntimeException("entity is null"); - } - } catch (ResponseRetryException e) { - //todo 重试 - if (--retryTime > 0) { - doExecute(build, retryTime); - } - } catch (Exception e) { - //todo 脏数据处理 - throw new ReadRecordException("get entity error"); - } - - } - - public void close() { - HttpUtil.closeClient(httpClient); - scheduledExecutorService.shutdown(); - } - - public Map initData(HashMap data, String[] names) { - Map tempHashMap = data; - for (int i = 0; i < names.length; i++) { - if (i != names.length - 1) { - HashMap objectObjectHashMap = new HashMap(4); - Object value = tempHashMap.putIfAbsent(names[i], objectObjectHashMap); - if(Objects.isNull(value)){ - tempHashMap = objectObjectHashMap; - }else if (value instanceof String) { - try { - Map o = GsonUtil.GSON.fromJson((String) value, GsonUtil.gsonMapTypeToken); - tempHashMap.put(names[i], o); - tempHashMap = o; - } catch (Exception e) { - return null; - } - } else if (value instanceof Map) { - tempHashMap = (Map) value; - } else { - return null; - } - } else { - tempHashMap.put(names[i], null); - } - } - return tempHashMap; - } - - public void setMetaColumns(List metaColumns) { - this.metaColumns = metaColumns; - } - - public void setHandlers(List handlers) { - this.handlers = handlers; - } -} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java deleted file mode 100644 index d093e35af8..0000000000 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormat.java +++ /dev/null @@ -1,118 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.inputformat; - -import com.dtstack.flinkx.inputformat.BaseRichInputFormat; -import com.dtstack.flinkx.reader.MetaColumn; -import com.dtstack.flinkx.restapi.common.ParamType; -import com.dtstack.flinkx.restapi.common.RestContext; -import com.dtstack.flinkx.restapi.common.handler.DataHandler; -import com.dtstack.flinkx.restapi.common.handler.DataHandlerFactory; -import com.dtstack.flinkx.restapi.reader.HttpRestConfig; -import org.apache.flink.core.io.GenericInputSplit; -import org.apache.flink.core.io.InputSplit; -import org.apache.flink.types.Row; - -import java.io.IOException; -import java.util.List; -import java.util.Map; - -/** - * @author : tiezhu - * @date : 2020/3/12 - */ -public class RestapiInputFormat extends BaseRichInputFormat { - - protected HttpClient myHttpClient; - - protected RestContext restContext; - - protected Long intervalTime; - - protected HttpRestConfig httpRestConfig; - - protected List metaColumns ; - - protected List handlers; - - @Override - public void openInputFormat() throws IOException { - super.openInputFormat(); - } - - - - @Override - @SuppressWarnings("unchecked") - protected void openInternal(InputSplit inputSplit) throws IOException { - restContext = new RestContext(httpRestConfig.getType(),httpRestConfig.getUrl(),httpRestConfig.getFormat()); - myHttpClient = new HttpClient(restContext, intervalTime); - myHttpClient.setMetaColumns(metaColumns); - myHttpClient.setHandlers(handlers); - restContext.parseAndInt(httpRestConfig.getBody(), ParamType.BODY); - restContext.parseAndInt(httpRestConfig.getHeader(), ParamType.HEADER); - restContext.parseAndInt(httpRestConfig.getParam(), ParamType.PARAM); - - myHttpClient.start(); - } - - @Override - protected InputSplit[] createInputSplitsInternal(int minNumSplits) throws Exception { - InputSplit[] inputSplits = new InputSplit[minNumSplits]; - for (int i = 0; i < minNumSplits; i++) { - inputSplits[i] = new GenericInputSplit(i, minNumSplits); - } - return inputSplits; - } - - @Override - protected Row nextRecordInternal(Row row) throws IOException { - return myHttpClient.takeEvent(); - - } - - @Override - protected void closeInternal() throws IOException { - myHttpClient.close(); - } - - @Override - public boolean reachedEnd() throws IOException { - return false; - } - - public void setHttpRestConfig(HttpRestConfig httpRestConfig) { - this.httpRestConfig = httpRestConfig; - } - - public void setIntervalTime(Long intervalTime) { - this.intervalTime = intervalTime; - } - - public void setMetaColumns(List metaColumns) { - this.metaColumns = metaColumns; - } - - public List getHandlers() { - return handlers; - } - - public void setHandlers(List handlers) { - this.handlers = handlers; - } -} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java deleted file mode 100644 index 48c6198715..0000000000 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/inputformat/RestapiInputFormatBuilder.java +++ /dev/null @@ -1,66 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.restapi.inputformat; - -import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; -import com.dtstack.flinkx.reader.MetaColumn; -import com.dtstack.flinkx.restapi.common.handler.DataHandler; -import com.dtstack.flinkx.restapi.reader.HttpRestConfig; -import org.apache.commons.lang3.StringUtils; - -import java.util.List; -import java.util.Map; - -/** - * @author : tiezhu - * @date : 2020/3/12 - */ -public class RestapiInputFormatBuilder extends BaseRichInputFormatBuilder { - protected RestapiInputFormat format; - - - public RestapiInputFormatBuilder() { - super.format = format = new RestapiInputFormat(); - } - - public void setHttpRestConfig(HttpRestConfig httpRestConfig) { - this.format.setHttpRestConfig(httpRestConfig); - } - - public void setIntervalTime(long intervalTime) { - this.format.setIntervalTime(intervalTime); - } - - public void setMetaColumns(List metaColumns) { - this.format.setMetaColumns(metaColumns); - } - - public void setHandlers(List handlers) { - this.format.setHandlers(handlers); - } - - @Override - protected void checkFormat() { - if(StringUtils.isBlank(format.httpRestConfig.getUrl())){ - throw new IllegalArgumentException("缺少url"); - } - if (StringUtils.isBlank(format.httpRestConfig.getType())) { - throw new IllegalArgumentException("缺少method"); - } - } -} diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/HttpRestConfig.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/HttpRestConfig.java index a7f647e77e..dea949c36f 100644 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/HttpRestConfig.java +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/HttpRestConfig.java @@ -17,9 +17,13 @@ */ package com.dtstack.flinkx.restapi.reader; +import com.dtstack.flinkx.restapi.common.ConstantValue; +import com.dtstack.flinkx.restapi.common.MetaParam; +import com.dtstack.flinkx.restapi.client.Strategy; + import java.io.Serializable; +import java.util.ArrayList; import java.util.List; -import java.util.Map; /** * HttpRestConfig @@ -28,55 +32,99 @@ * @Date 2020/9/28 */ public class HttpRestConfig implements Serializable { + + private static final long serialVersionUID = 1L; + + /** + * http协议 https/http + **/ + private String protocol = "https"; + + /** + * http请求地址 + **/ private String url; - private String type; + + /** + * http请求方式 post/get + **/ + private String requestMode; + + + /** + * 对返回值的处理 text/json + **/ + private String decode = "text"; + + /** + * decode为json时，指定解析的key + */ + private String fields; + + + /** + * 请求的间隔时间 单位毫秒 + **/ private Long intervalTime; - private List columns; - private String format; - private Map> header; - private Map> body; - private Map> param; - protected List handlers; - public String getType() { - return type; - } + /** + * 请求的header头 + **/ + private List header = new ArrayList<>(2); + + /** + * 请求的param + **/ + private List param = new ArrayList<>(2); - public void setType(String type) { - this.type = type; + + /** + * 请求的body + **/ + private List body = new ArrayList<>(2); + + /** + * 返回结果的处理策略 + **/ + protected List strategy = new ArrayList<>(2); + + + public boolean isJsonDecode() { + return getDecode().equalsIgnoreCase(ConstantValue.DEFAULT_DECODE); } - public List getColumns() { - return columns; + + public String getProtocol() { + return protocol; } - public void setColumns(List columns) { - this.columns = columns; + public void setProtocol(String protocol) { + this.protocol = protocol; } - public Map> getHeader() { - return header; + public String getUrl() { + return url; } - public void setHeader(Map> header) { - this.header = header; + public void setUrl(String url) { + this.url = url; } - public Map> getBody() { - return body; + public String getRequestMode() { + return requestMode; } - public void setBody(Map> body) { - this.body = body; + public void setRequestMode(String requestMode) { + this.requestMode = requestMode; } - public Map> getParam() { - return param; + public String getDecode() { + return decode; } - public void setParam(Map> param) { - this.param = param; + public void setDecode(String decode) { + this.decode = decode; } public Long getIntervalTime() { @@ -87,27 +135,60 @@ public void setIntervalTime(Long intervalTime) { this.intervalTime = intervalTime; } - public String getFormat() { - return format; + + public List getStrategy() { + return strategy; } - public void setFormat(String format) { - this.format = format; + public void setStrategy(List strategy) { + this.strategy = strategy; } - public String getUrl() { - return url; + public String getFields() { + return fields; } - public void setUrl(String url) { - this.url = url; + public void setFields(String fields) { + this.fields = fields; + } + + public List getHeader() { + return header; + } + + public void setHeader(List header) { + this.header = header; + } + + public List getParam() { + return param; + } + + public void setParam(List param) { + this.param = param; + } + + public List getBody() { + return body; } - public List getHandlers() { - return handlers; + public void setBody(List body) { + this.body = body; } - public void setHandlers(List handlers) { - this.handlers = handlers; + @Override + public String toString() { + return "HttpRestConfig{" + + "protocol='" + protocol + '\'' + + ", url='" + url + '\'' + + ", requestMode='" + requestMode + '\'' + + ", decode='" + decode + '\'' + + ", fields='" + fields + '\'' + + ", intervalTime=" + intervalTime + + ", header=" + header + + ", param=" + param + + ", body=" + body + + ", strategy=" + strategy + + '}'; } } diff --git a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java index be5b719ef9..591a474208 100644 --- a/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java +++ b/flinkx-restapi/flinkx-restapi-reader/src/main/java/com/dtstack/flinkx/restapi/reader/RestapiReader.java @@ -20,19 +20,17 @@ import com.dtstack.flinkx.config.DataTransferConfig; import com.dtstack.flinkx.config.ReaderConfig; import com.dtstack.flinkx.reader.BaseDataReader; -import com.dtstack.flinkx.reader.MetaColumn; -import com.dtstack.flinkx.restapi.common.InnerVaribleFactory; -import com.dtstack.flinkx.restapi.common.IntervalTimeVarible; -import com.dtstack.flinkx.restapi.common.handler.DataHandlerFactory; -import com.dtstack.flinkx.restapi.inputformat.RestapiInputFormatBuilder; +import com.dtstack.flinkx.restapi.common.ConstantValue; +import com.dtstack.flinkx.restapi.common.HttpMethod; +import com.dtstack.flinkx.restapi.common.MetaParam; +import com.dtstack.flinkx.restapi.common.ParamType; +import com.dtstack.flinkx.restapi.format.RestapiInputFormatBuilder; import org.apache.commons.collections.CollectionUtils; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.types.Row; -import java.util.ArrayList; -import java.util.List; -import java.util.Map; +import java.util.Collections; /** * @author : tiezhu @@ -40,13 +38,11 @@ */ public class RestapiReader extends BaseDataReader { + /** + * http的请求参数 + **/ private HttpRestConfig httpRestConfig; - private List metaColumns; - - protected Long intervalTime; - - protected List handlers; @SuppressWarnings("unchecked") public RestapiReader(DataTransferConfig config, StreamExecutionEnvironment env) { @@ -56,37 +52,44 @@ public RestapiReader(DataTransferConfig config, StreamExecutionEnvironment env) try { this.httpRestConfig = objectMapper.readValue(objectMapper.writeValueAsString(readerConfig.getParameter().getAll()), HttpRestConfig.class); } catch (Exception e) { - throw new RuntimeException("解析httpRest Config配置出错:", e); + throw new RuntimeException("analyze httpRest Config failed:", e); } - metaColumns = MetaColumn.getMetaColumns(readerConfig.getParameter().getColumn()); - List handlers = httpRestConfig.getHandlers(); - if (CollectionUtils.isNotEmpty(handlers)) { - handlers = new ArrayList(handlers.size() * 2); - for (Object handlerParam : handlers) { - try { - handlers.add(DataHandlerFactory.getDataHandler((Map) handlerParam)); - } catch (Exception e) { - throw new IllegalArgumentException("dataHandler param error" + httpRestConfig.getHandlers()); - } + + MetaParam.setMetaColumnsType(httpRestConfig.getBody(), ParamType.BODY); + MetaParam.setMetaColumnsType(httpRestConfig.getParam(), ParamType.PARAM); + MetaParam.setMetaColumnsType(httpRestConfig.getHeader(), ParamType.HEADER); + + MetaParam.initTimeFormat(httpRestConfig.getBody()); + MetaParam.initTimeFormat(httpRestConfig.getParam()); + MetaParam.initTimeFormat(httpRestConfig.getHeader()); + + //post请求 如果contentTy没有设置，则默认设置为 application/json + if(HttpMethod.POST.name().equalsIgnoreCase(httpRestConfig.getRequestMode()) && httpRestConfig.getHeader().stream().noneMatch(i->ConstantValue.CONTENT_TYPE_NAME.equals(i.getKey()))){ + if(CollectionUtils.isEmpty(httpRestConfig.getHeader())){ + httpRestConfig.setHeader( Collections.singletonList(new MetaParam(ConstantValue.CONTENT_TYPE_NAME, ConstantValue.CONTENT_TYPE_DEFAULT_VALUE, ParamType.HEADER))); + }else{ + httpRestConfig.getHeader().add(new MetaParam(ConstantValue.CONTENT_TYPE_NAME, ConstantValue.CONTENT_TYPE_DEFAULT_VALUE, ParamType.HEADER)); } - DataHandlerFactory.destroy(); } - InnerVaribleFactory.addVarible("intervalTime", new IntervalTimeVarible(httpRestConfig.getIntervalTime())); - intervalTime = httpRestConfig.getIntervalTime(); - } @Override public DataStream readData() { RestapiInputFormatBuilder builder = new RestapiInputFormatBuilder(); builder.setDataTransferConfig(dataTransferConfig); - builder.setIntervalTime(intervalTime); - builder.setMetaColumns(metaColumns); - builder.setHandlers(handlers); + + builder.setMetaHeaders(httpRestConfig.getHeader()); + builder.setMetaParams(httpRestConfig.getParam()); + builder.setMetaBodys(httpRestConfig.getBody()); builder.setHttpRestConfig(httpRestConfig); + builder.setStream(restoreConfig.isStream()); + builder.setDataTransferConfig(dataTransferConfig); + builder.setRestoreConfig(restoreConfig); + builder.setMonitorUrls(monitorUrls); + builder.setBytes(bytes); return createInput(builder.finish()); } } diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index 43a3d1c744..1f3dfbd0ac 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -400,6 +400,12 @@ 1.6 + + com.dtstack.flinkx + flinkx-sqlservercdc-reader + 1.6 + + org.apache.hadoop hadoop-hdfs @@ -430,12 +436,16 @@ flinkx-emqx-writer 1.6 + + com.dtstack.flinkx + flinkx-restapi-reader + 1.6 + com.dtstack.flinkx flinkx-restapi-writer 1.6 - com.dtstack.flinkx flinkx-dm-reader diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index 4e2a2eb175..3847df71fc 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -75,8 +75,10 @@ import com.dtstack.flinkx.postgresql.writer.PostgresqlWriter; import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.redis.writer.RedisWriter; +import com.dtstack.flinkx.restapi.reader.RestapiReader; import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; +import com.dtstack.flinkx.sqlservercdc.reader.SqlservercdcReader; import com.dtstack.flinkx.stream.reader.StreamReader; import com.dtstack.flinkx.stream.writer.StreamWriter; import com.dtstack.flinkx.util.ResultPrintUtil; @@ -225,6 +227,8 @@ private static BaseDataReader buildDataReader(DataTransferConfig config, StreamE case PluginNameConstants.PHOENIX5_READER : reader = new Phoenix5Reader(config, env); break; case PluginNameConstants.KINGBASE_READER : reader = new KingbaseReader(config, env); break; case PluginNameConstants.ORACLE_LOG_MINER_READER : reader = new OraclelogminerReader(config, env); break; + case PluginNameConstants.RESTAPI_READER: reader = new RestapiReader(config, env); break; + case PluginNameConstants.SQLSERVER_CDC_READER: reader = new SqlservercdcReader(config, env); break; default:throw new IllegalArgumentException("Can not find reader by name:" + readerName); } @@ -263,6 +267,7 @@ private static BaseDataWriter buildDataWriter(DataTransferConfig config){ case PluginNameConstants.GREENPLUM_WRITER : writer = new GreenplumWriter(config); break; case PluginNameConstants.PHOENIX5_WRITER : writer = new Phoenix5Writer(config); break; case PluginNameConstants.KINGBASE_WRITER : writer = new KingbaseWriter(config); break; + case PluginNameConstants.RESTAPI_WRITER: writer = new RedisWriter(config); break; default:throw new IllegalArgumentException("Can not find writer by name:" + writerName); } diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java index 472cf2623e..c3a3dcd36a 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java @@ -40,6 +40,7 @@ public class PluginNameConstants { public static final String GBASE_READER = "gbasereader"; public static final String KUDU_READER = "kudureader"; public static final String BINLOG_READER = "binlogreader"; + public static final String SQLSERVER_CDC_READER = "sqlservercdcreader"; public static final String KAFKA09_READER = "kafka09reader"; public static final String KAFKA10_READER = "kafka10reader"; public static final String KAFKA11_READER = "kafka11reader"; @@ -53,6 +54,8 @@ public class PluginNameConstants { public static final String GREENPLUM_READER = "greenplumreader"; public static final String PHOENIX5_READER = "phoenix5reader"; public static final String KINGBASE_READER = "kingbasereader"; + public static final String RESTAPI_READER = "restapireader"; + public static final String STREAM_WRITER = "streamwriter"; public static final String CARBONDATA_WRITER = "carbondatawriter"; diff --git a/pom.xml b/pom.xml index a0d5e8442a..e31f4db715 100644 --- a/pom.xml +++ b/pom.xml @@ -58,6 +58,7 @@ flinkx-pulsar flinkx-pgwal flinkx-restapi + flinkx-sqlservercdc flinkx-oraclelogminer @@ -128,7 +129,7 @@ junit junit - 4.13.1 + 4.12 test From c2dfd60103da04550097168e348907dc6254fdb8 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Tue, 2 Mar 2021 17:28:51 +0800 Subject: [PATCH 104/136] add sqlserverCDC Modules and docs --- .../MetadataoracleInputFormat.java | 202 ---------------- .../flinkx/metadata/util/ConnUtil.java | 91 -------- .../inputformat/BaseMetadataInputFormat.java | 218 ------------------ 3 files changed, 511 deletions(-) delete mode 100644 flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/inputformat/MetadataoracleInputFormat.java delete mode 100644 flinkx-metadata/flinkx-metadata-core/src/main/java/com/dtstack/flinkx/metadata/util/ConnUtil.java delete mode 100644 flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java diff --git a/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/inputformat/MetadataoracleInputFormat.java b/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/inputformat/MetadataoracleInputFormat.java deleted file mode 100644 index ae3469c0f0..0000000000 --- a/flinkx-metadata-oracle/flinkx-metadata-oracle-reader/src/main/java/com/dtstack/flinkx/metadataoracle/inputformat/MetadataoracleInputFormat.java +++ /dev/null @@ -1,202 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - *

- * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package com.dtstack.flinkx.metadataoracle.inputformat; - -import com.dtstack.flinkx.constants.ConstantValue; -import com.dtstack.flinkx.metadata.inputformat.BaseMetadataInputFormat; -import org.apache.commons.collections.CollectionUtils; -import org.apache.commons.lang3.StringUtils; - -import java.sql.ResultSet; -import java.sql.SQLException; -import java.util.HashMap; -import java.util.LinkedList; -import java.util.List; -import java.util.Map; - -import static com.dtstack.flinkx.metadata.MetaDataCons.MAX_TABLE_SIZE; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_COLUMN; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_COLUMN_COMMENT; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_COLUMN_INDEX; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_COLUMN_NAME; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_COLUMN_TYPE; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_CREATE_TIME; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_INDEX_COLUMN_NAME; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_ROWS; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_TABLE_PROPERTIES; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_TABLE_TYPE; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.KEY_TOTAL_SIZE; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.SQL_QUERY_COLUMN; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.SQL_QUERY_COLUMN_TOTAL; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.SQL_QUERY_INDEX; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.SQL_QUERY_INDEX_TOTAL; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.SQL_QUERY_TABLE_PROPERTIES; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.SQL_QUERY_TABLE_PROPERTIES_TOTAL; -import static com.dtstack.flinkx.metadataoracle.constants.OracleMetaDataCons.SQL_SHOW_TABLES; - -/** - * @author : kunni@dtstack.com - * @date : 2020/6/9 - * @description :Oracle元数据可在系统表中查询 - */ - -public class MetadataoracleInputFormat extends BaseMetadataInputFormat { - - private static final long serialVersionUID = 1L; - - private Map> tablePropertiesMap; - - private Map>> columnListMap; - - private Map>> indexListMap; - - private String allTable; - - private String sql; - - @Override - protected List showTables() throws SQLException { - List tableNameList = new LinkedList<>(); - String sql = String.format(SQL_SHOW_TABLES, quote(currentDb.get())); - try (ResultSet rs = statement.get().executeQuery(sql)) { - while (rs.next()) { - tableNameList.add(rs.getString(1)); - } - } - return tableNameList; - } - - @Override - protected void switchDatabase(String databaseName) { - currentDb.set(databaseName); - } - - @Override - protected String quote(String name) { - return String.format("'%s'",name); - } - - @Override - protected Map queryMetaData(String tableName) { - Map result = new HashMap<>(16); - Map tableProperties = tablePropertiesMap.get(tableName); - List> columnList = columnListMap.get(tableName); - List> indexList = indexListMap.get(tableName); - result.put(KEY_TABLE_PROPERTIES, tableProperties); - result.put(KEY_COLUMN, columnList); - result.put(KEY_COLUMN_INDEX, indexList); - return result; - } - - Map > queryTableProperties() throws SQLException { - Map> tablePropertiesMap = new HashMap<>(16); - if(StringUtils.isBlank(allTable)){ - sql = String.format(SQL_QUERY_TABLE_PROPERTIES_TOTAL, quote(currentDb.get())); - }else { - sql = String.format(SQL_QUERY_TABLE_PROPERTIES, quote(currentDb.get()), allTable); - } - try (ResultSet rs = statement.get().executeQuery(sql)) { - while (rs.next()) { - Map map = new HashMap<>(16); - map.put(KEY_TOTAL_SIZE, rs.getString(1)); - map.put(KEY_COLUMN_COMMENT, rs.getString(2)); - map.put(KEY_TABLE_TYPE, rs.getString(3)); - map.put(KEY_CREATE_TIME, rs.getString(4)); - map.put(KEY_ROWS, rs.getString(5)); - tablePropertiesMap.put(rs.getString(6), map); - } - } - return tablePropertiesMap; - } - - Map>> queryIndexList() throws SQLException { - Map>> indexListMap = new HashMap<>(16); - if(StringUtils.isBlank(allTable)){ - sql = String.format(SQL_QUERY_INDEX_TOTAL, quote(currentDb.get())); - }else { - sql = String.format(SQL_QUERY_INDEX, quote(currentDb.get()), allTable); - } - try (ResultSet rs = statement.get().executeQuery(sql)) { - while (rs.next()) { - Map column = new HashMap<>(16); - column.put(KEY_COLUMN_NAME, rs.getString(1)); - column.put(KEY_INDEX_COLUMN_NAME, rs.getString(2)); - column.put(KEY_COLUMN_TYPE, rs.getString(3)); - String tableName = rs.getString(4); - if(indexListMap.containsKey(tableName)){ - indexListMap.get(tableName).add(column); - }else { - List> indexList = new LinkedList<>(); - indexList.add(column); - indexListMap.put(tableName, indexList); - } - } - } - return indexListMap; - } - - Map>> queryColumnList() throws SQLException { - Map>> columnListMap = new HashMap<>(16); - if(StringUtils.isBlank(allTable)){ - sql = String.format(SQL_QUERY_COLUMN_TOTAL, quote(currentDb.get())); - }else { - sql = String.format(SQL_QUERY_COLUMN, quote(currentDb.get()), allTable); - } - try (ResultSet rs = statement.get().executeQuery(sql)) { - while (rs.next()) { - Map column = new HashMap<>(16); - column.put(KEY_COLUMN_NAME, rs.getString(1)); - column.put(KEY_COLUMN_TYPE, rs.getString(2)); - column.put(KEY_COLUMN_COMMENT, rs.getString(3)); - String tableName = rs.getString(4); - if(columnListMap.containsKey(tableName)){ - column.put(KEY_COLUMN_INDEX, CollectionUtils.size(columnListMap.get(tableName))+1); - columnListMap.get(tableName).add(column); - }else { - List>columnList = new LinkedList<>(); - column.put(KEY_COLUMN_INDEX, 1); - columnList.add(column); - columnListMap.put(tableName, columnList); - } - } - } - return columnListMap; - } - - @Override - protected void init() throws SQLException { - allTable = null; - if(tableList==null || tableList.size()==0){ - return; - } - StringBuilder stringBuilder = new StringBuilder(2 * tableList.size()); - if(tableList.size() <= MAX_TABLE_SIZE){ - for(int index=0;index - * http://www.apache.org/licenses/LICENSE-2.0 - *

- * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.metadata.util; - -import com.dtstack.flinkx.util.ClassUtil; -import com.dtstack.flinkx.util.SysUtil; -import com.dtstack.flinkx.util.TelnetUtil; - -import java.sql.Connection; -import java.sql.DriverManager; -import java.sql.SQLException; -import java.sql.Statement; - -/** - * @author : tiezhu - * @date : 2020/3/8 - */ -public class ConnUtil { - - /** - * 数据库连接的最大重试次数 - */ - private static int MAX_RETRY_TIMES = 3; - - /** - * 获取jdbc连接(超时10S) - * @param url url - * @param username 账号 - * @param password 密码 - * @return - * @throws SQLException - */ - private static Connection getConnectionInternal(String url, String username, String password) throws SQLException { - Connection dbConn; - synchronized (ClassUtil.LOCK_STR){ - DriverManager.setLoginTimeout(10); - // telnet - TelnetUtil.telnet(url); - - if (username == null) { - dbConn = DriverManager.getConnection(url); - } else { - dbConn = DriverManager.getConnection(url, username, password); - } - } - - return dbConn; - } - - /** - * 获取jdbc连接(重试3次) - * @param url url - * @param username 账号 - * @param password 密码 - * @return - * @throws SQLException - */ - public static Connection getConnection(String url, String username, String password) throws SQLException { - boolean failed = true; - Connection dbConn = null; - for (int i = 0; i < MAX_RETRY_TIMES && failed; ++i) { - try { - dbConn = getConnectionInternal(url, username, password); - failed = false; - } catch (Exception e) { - if (i == MAX_RETRY_TIMES - 1) { - throw e; - } else { - SysUtil.sleep(3000); - } - } - } - - return dbConn; - } -} diff --git a/flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java b/flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java deleted file mode 100644 index ec30d06544..0000000000 --- a/flinkx-metadata/flinkx-metadata-reader/src/main/java/com/dtstack/flinkx/metadata/inputformat/BaseMetadataInputFormat.java +++ /dev/null @@ -1,218 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package com.dtstack.flinkx.metadata.inputformat; - -import com.dtstack.flinkx.inputformat.BaseRichInputFormat; -import com.dtstack.flinkx.metadata.MetaDataCons; -import com.dtstack.flinkx.metadata.util.ConnUtil; -import com.dtstack.flinkx.util.ExceptionUtil; -import org.apache.commons.collections.CollectionUtils; -import org.apache.commons.collections.MapUtils; -import org.apache.commons.lang.StringUtils; -import org.apache.flink.core.io.InputSplit; -import org.apache.flink.types.Row; - -import java.io.IOException; -import java.sql.Connection; -import java.sql.SQLException; -import java.sql.Statement; -import java.util.HashMap; -import java.util.Iterator; -import java.util.LinkedList; -import java.util.List; -import java.util.Map; - -/** - * @author : tiezhu - * @date : 2020/3/20 - */ -public abstract class BaseMetadataInputFormat extends BaseRichInputFormat { - - private static final long serialVersionUID = 1L; - - protected String dbUrl; - - protected String username; - - protected String password; - - protected String driverName; - - protected boolean queryTable; - - protected List> dbTableList; - - protected List tableList; - - protected static transient ThreadLocal connection = new ThreadLocal<>(); - - protected static transient ThreadLocal statement = new ThreadLocal<>(); - - protected static transient ThreadLocal currentDb = new ThreadLocal<>(); - - protected static transient ThreadLocal> tableIterator = new ThreadLocal<>(); - - @Override - protected void openInternal(InputSplit inputSplit) throws IOException { - try { - connection.set(getConnection()); - statement.set(connection.get().createStatement()); - currentDb.set(((MetadataInputSplit) inputSplit).getDbName()); - switchDatabase(currentDb.get()); - tableList = ((MetadataInputSplit) inputSplit).getTableList(); - if (CollectionUtils.isEmpty(tableList)) { - tableList = showTables(); - queryTable = true; - } - LOG.info("current database = {}, tableSize = {}, tableList = {}",currentDb.get(), tableList.size(), tableList); - tableIterator.set(tableList.iterator()); - init(); - } catch (ClassNotFoundException e) { - LOG.error("could not find suitable driver, e={}", ExceptionUtil.getErrorMessage(e)); - throw new IOException(e); - } catch (SQLException e){ - LOG.error("获取table列表异常, dbUrl = {}, username = {}, inputSplit = {}, e = {}", dbUrl, username, inputSplit, ExceptionUtil.getErrorMessage(e)); - tableList = new LinkedList<>(); - } - LOG.info("curentDb = {}, tableList = {}", currentDb.get(), tableList); - tableIterator.set(tableList.iterator()); - } - - /** - * 按照database进行划分，可能与channel数不同 - * @param splitNumber 最小分片数 - * @return 分片 - */ - @Override - @SuppressWarnings("unchecked") - protected InputSplit[] createInputSplitsInternal(int splitNumber) { - InputSplit[] inputSplits = new MetadataInputSplit[dbTableList.size()]; - for (int index = 0; index < dbTableList.size(); index++) { - Map dbTables = dbTableList.get(index); - String dbName = MapUtils.getString(dbTables, MetaDataCons.KEY_DB_NAME); - if(StringUtils.isNotEmpty(dbName)){ - List tables = (List)dbTables.get(MetaDataCons.KEY_TABLE_LIST); - inputSplits[index] = new MetadataInputSplit(splitNumber, dbName, tables); - } - } - return inputSplits; - } - - @Override - protected Row nextRecordInternal(Row row) throws IOException{ - Map metaData = new HashMap<>(16); - metaData.put(MetaDataCons.KEY_OPERA_TYPE, MetaDataCons.DEFAULT_OPERA_TYPE); - - String tableName = (String) tableIterator.get().next(); - metaData.put(MetaDataCons.KEY_SCHEMA, currentDb.get()); - metaData.put(MetaDataCons.KEY_TABLE, tableName); - - try { - metaData.putAll(queryMetaData(tableName)); - metaData.put(MetaDataCons.KEY_QUERY_SUCCESS, true); - } catch (Exception e) { - metaData.put(MetaDataCons.KEY_QUERY_SUCCESS, false); - metaData.put(MetaDataCons.KEY_ERROR_MSG, ExceptionUtil.getErrorMessage(e)); - LOG.error(ExceptionUtil.getErrorMessage(e)); - } - LOG.info("query metadata: {}", metaData); - return Row.of(metaData); - } - - @Override - public boolean reachedEnd() { - return !tableIterator.get().hasNext(); - } - - @Override - protected void closeInternal() throws IOException { - tableIterator.remove(); - Statement st = statement.get(); - if (null != st) { - try { - st.close(); - statement.remove(); - } catch (SQLException e) { - LOG.error("close statement failed, e = {}", ExceptionUtil.getErrorMessage(e)); - throw new IOException("close statement failed", e); - } - } - - currentDb.remove(); - Connection conn = connection.get(); - if (null != conn) { - try { - conn.close(); - connection.remove(); - } catch (SQLException e) { - LOG.error("close database connection failed, e = {}", ExceptionUtil.getErrorMessage(e)); - throw new IOException("close database connection failed", e); - } - } - } - - @Override - public void closeInputFormat() throws IOException { - super.closeInputFormat(); - } - - /** - * 创建数据库连接 - */ - public Connection getConnection() throws SQLException, ClassNotFoundException { - Class.forName(driverName); - return ConnUtil.getConnection(dbUrl, username, password); - } - - /** - * 查询当前数据库下所有的表 - * - * @return 表名列表 - * @throws SQLException 异常 - */ - protected abstract List showTables() throws SQLException; - - /** - * 切换当前database - * - * @param databaseName 数据库名 - * @throws SQLException 异常 - */ - protected abstract void switchDatabase(String databaseName) throws SQLException; - - /** - * 根据表名查询元数据信息 - * @param tableName 表名 - * @return 元数据信息 - * @throws SQLException 异常 - */ - protected abstract Map queryMetaData(String tableName) throws SQLException; - - /** - * 将数据库名，表名，列名字符串转为对应的引用，如：testTable -> `testTable` - * @param name 入参 - * @return 返回数据库名，表名，列名的引用 - */ - protected abstract String quote(String name); - - /** - * 提供子类对新增成员变量初始化的接口 - */ - protected void init() throws SQLException {} - -} From 32d0050d80670619f89bcf29007e0a51caedeb32 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Tue, 2 Mar 2021 17:48:11 +0800 Subject: [PATCH 105/136] [fix]replace job path --- .../src/main/java/com/dtstack/flinkx/test/LocalTest.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index 20b074564b..3847df71fc 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -127,7 +127,7 @@ public static void main(String[] args) throws Exception{ // conf.setString("metrics.reporter.promgateway.randomJobNameSuffix","true"); // conf.setString("metrics.reporter.promgateway.deleteOnShutdown","true"); - String jobPath = "/Users/yanghuai/Library/Application Support/JetBrains/IntelliJIdea2020.3/scratches/实时/sqlservercdc_stream.json"; + String jobPath = "your json file's absolute path"; JobExecutionResult result = LocalTest.runJob(new File(jobPath), confProperties, null); ResultPrintUtil.printResult(result); System.exit(0); From 84e75a5e34258a54e5e7e9eb21d64806ad8c604a Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Tue, 2 Mar 2021 18:03:34 +0800 Subject: [PATCH 106/136] =?UTF-8?q?[fix]update=20sqlserverCDC=E5=8E=9F?= =?UTF-8?q?=E7=90=86.md=20docs?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/images/SqlserverCDC/Sqlserver15.png | Bin 0 -> 153405 bytes .../SqlserverCDC\345\216\237\347\220\206.md" | 22 ++++++++++++++++++ 2 files changed, 22 insertions(+) create mode 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+#### 3、流程图 + + +

+
对于FlinkX SqlServer CDC实时采集插件，其基本原理便是以轮询的方式，循环调用fn_cdc_get_all_changes_函数，获取上次结束时的lsn与当前数据库最大lsn值之间的数据。对于insert/delete类型的数据获取并解析一行，对于update类型获取并解析两行。解析完成后把数据传递到下游并记录当前解析到的数据的lsn，为下次轮询做准备。 + +#### 4、数据格式 +```json +{ + "type":"update", + "schema":"dbo", + "table":"tb1", + "lsn":"00000032:00002038:0005", + "ts": 6760525407742726144, + "before_id":1, + "after_id":2 +} +``` From 866dbd5dbed82ef83db46e764472d8355b53ce6c Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Thu, 25 Feb 2021 16:44:38 +0800 Subject: [PATCH 107/136] =?UTF-8?q?[fix-35459][hivewriter]hive=E6=94=AF?= =?UTF-8?q?=E6=8C=81=E6=8E=A5=E6=94=B6=E5=88=B0=E6=95=B0=E6=8D=AE=E5=85=A8?= =?UTF-8?q?=E9=83=A8=E5=86=99=E5=85=A5message=E5=AD=97=E6=AE=B5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/hive/writer/HiveOutputFormat.java | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java index 1a0ea6f90b..1d81725788 100644 --- a/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java +++ b/flinkx-hive/flinkx-hive-writer/src/main/java/com/dtstack/flinkx/hive/writer/HiveOutputFormat.java @@ -30,6 +30,7 @@ import com.dtstack.flinkx.restore.FormatState; import com.dtstack.flinkx.util.ExceptionUtil; import com.dtstack.flinkx.util.GsonUtil; +import com.google.gson.Gson; import com.google.gson.JsonSyntaxException; import org.apache.commons.collections.MapUtils; import org.apache.commons.math3.util.Pair; @@ -109,6 +110,8 @@ public class HiveOutputFormat extends BaseRichOutputFormat { private Map formatStateMap = new HashMap<>(); + private transient Gson gson; + @Override public void configure(org.apache.flink.configuration.Configuration parameters) { this.parameters = parameters; @@ -116,6 +119,7 @@ public void configure(org.apache.flink.configuration.Configuration parameters) { partitionFormat = TimePartitionFormat.getInstance(partitionType); tableCache = new HashMap<>(16); outputFormats = new HashMap<>(16); + gson = GsonUtil.setTypeAdapter(new Gson()); } @Override @@ -248,6 +252,10 @@ public void closeInternal() throws IOException { } private Row setChannelInformation(Map event, Object channel, List columns) { + //如果写入字段只有一个且名称为message 同时 kafka原始数据里没有message字段 默认将kafka原始数据全部写入message里 + if(columns.size() == 1 && "message".equals(columns.get(0)) && !event.containsKey("message")){ + return Row.of(gson.toJson(event),channel); + } Row rowData = new Row(columns.size() + 1); //防止kafka column和 hive column大小写不一致，获取不到值 ，全部转为小写进行获取 HashMap newEvent = new HashMap<>(event.size() * 2); From 095b57d0264adc719a790e7fc2e5209da1aaa099 Mon Sep 17 00:00:00 2001 From: zaiyue yu Date: Mon, 15 Mar 2021 18:00:50 +0800 Subject: [PATCH 108/136] =?UTF-8?q?[docs][flinkx=20docs]=E4=BF=AE=E6=94=B9?= =?UTF-8?q?=E8=B4=A1=E7=8C=AE=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/contribution.md | 22 ++++++++++++++++++++-- 1 file changed, 20 insertions(+), 2 deletions(-) diff --git a/docs/contribution.md b/docs/contribution.md index af06261f8a..063c3cafb7 100644 --- a/docs/contribution.md +++ b/docs/contribution.md @@ -10,6 +10,24 @@ 1. 如何合理且正确地使用框架； 1. 配置文件的规范； + +## PR规范 +1. 建立issue,描述相关问题信息 +1. 基于对应的release分支拉取开发分支 +1. commit 信息：[type-issueid] [module] msg + 1. type 类别 + 1. feat：表示是一个新功能（feature) + 1. hotfix：hotfix，修补bug + 1. docs：改动、增加文档 + 1. opt：修改代码风格及opt imports这些，不改动原有执行的代码 + 1. test：增加测试 +
+eg: + [hotfix-31280][core] 修复bigdecimal转decimal运行失败问题 + [feat-31372][rdb] RDB结果表Upsert模式支持选择更新策略 +1. 多次提交使用rebase 合并成一个。 +1. pr 名称：[flinkx-issueid][module名称] 标题 + ## 开发环境 @@ -32,8 +50,7 @@ ## 任务执行模式 -- 单机模式：对应Flink集群的单机模式 -- standalone模式：对应Flink集群的分布式模式 +- 单机模式：对应Flink集群的单机模式- standalone模式：对应Flink集群的分布式模式 - yarn模式：对应Flink集群的yarn模式 - yarnPer模式: 对应Flink集群的Per-job模式 @@ -510,3 +527,4 @@ mvn clean package -DskipTests -Prelease -DscriptType=sh ``` 打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，syncplugins目录下存放编译好的数据同步插件包，之后就可以提交开发平台测试啦！ + From fd06305c51b3659945cb8122be2e97ec1e2055b2 Mon Sep 17 00:00:00 2001 From: zaiyue yu Date: Mon, 15 Mar 2021 19:14:43 +0800 Subject: [PATCH 109/136] =?UTF-8?q?[docs][flinkx=20docs]=E4=BF=AE=E6=94=B9?= =?UTF-8?q?=E8=B4=A1=E7=8C=AE=E6=96=87=E6=A1=A3=E6=A0=BC=E5=BC=8F?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/contribution.md | 78 +++++++++++++++++++++++--------------------- 1 file changed, 41 insertions(+), 37 deletions(-) diff --git a/docs/contribution.md b/docs/contribution.md index 063c3cafb7..43ac77347a 100644 --- a/docs/contribution.md +++ b/docs/contribution.md @@ -15,19 +15,19 @@ 1. 建立issue,描述相关问题信息 1. 基于对应的release分支拉取开发分支 1. commit 信息：[type-issueid] [module] msg - 1. type 类别 - 1. feat：表示是一个新功能（feature) - 1. hotfix：hotfix，修补bug - 1. docs：改动、增加文档 - 1. opt：修改代码风格及opt imports这些，不改动原有执行的代码 - 1. test：增加测试 -
-eg: - [hotfix-31280][core] 修复bigdecimal转decimal运行失败问题 - [feat-31372][rdb] RDB结果表Upsert模式支持选择更新策略 + 1. type 类别 + 1. feat：表示是一个新功能（feature) + 1. hotfix：hotfix，修补bug + 1. docs：改动、增加文档 + 1. opt：修改代码风格及opt imports这些，不改动原有执行的代码 + 1. test：增加测试 1. 多次提交使用rebase 合并成一个。 1. pr 名称：[flinkx-issueid][module名称] 标题 +eg: +- [hotfix-31280][core] 修复bigdecimal转decimal运行失败问题 +- [feat-31372][rdb] RDB结果表Upsert模式支持选择更新策略 + ## 开发环境 @@ -50,7 +50,8 @@ eg: ## 任务执行模式 -- 单机模式：对应Flink集群的单机模式- standalone模式：对应Flink集群的分布式模式 +- 单机模式：对应Flink集群的单机模式 +- standalone模式：对应Flink集群的分布式模式 - yarn模式：对应Flink集群的yarn模式 - yarnPer模式: 对应Flink集群的Per-job模式 @@ -228,43 +229,43 @@ public class SomeInputFormat extends BaseRichInputFormat { - 调用位置：configure方法会在JobManager里构建执行计划的时候和在TaskManager里初始化并发实例后各调用一次； - 作用：用于配置task的实例； - 注意事项：不要在这个方法里写耗时的逻辑，比如获取连接，运行sql等，否则可能会导致akka超 - + #### createInputSplits - 调用位置：在构建执行计划时调用； - 作用：调用子类的逻辑生成数据分片； - 注意事项：分片的数量和并发数没有严格对应关系，不要在这个方法里做耗时的操作，否则会导致akka超时异常； - + #### getInputSplitAssigner - 调用位置：创建分片后调用； - 作用：获取分片分配器，同步插件里使用的是DefaultInputSplitAssigner，按顺序返回分配给各个并发实例； - 注意事项：无； - + #### openInternal - 调用位置：开始读取分片时调用； - 作用：用于打开需要读取的数据源，并做一些初始化； - 注意事项：这个方法必须是可以重复调用的，因为同一个并发实例可能会处理多个分片； - + #### reachEnd和nextRecordInternal - 调用位置：任务运行时，读取每条数据时调用； - 作用：返回结束标识和下一条记录； - 注意事项：无 - + #### closeInternal - 调用位置：读取完一个分片后调用，至少调用一次； - 作用：关闭资源； - 注意事项：可重复调用，关闭资源做非null检查，因为程序遇到异常情况可能直接跳转到closeInternal； - + #### openInputFormat - 调用位置：创建分片之后调用； - 作用：对整个InpurFormat资源做初始化； - 注意事项：无； - + #### closeInputFormat - 调用位置：当所有切片都执行完之后调用； @@ -329,13 +330,13 @@ openInternal -> writeSingleRecordInternal / writeMultipleRecordsInternal - 调用位置：开始写入使用 - 作用：用于打开需要读取的数据源，并做一些初始化； - 注意事项：无； - + #### writerSingleRecordInternal - 调用位置：openInernal之后调用，开始写入数据 - 作用：向数据源写入一条数据 - 注意事项：无； - + #### writerMultipleRecordsInternal - 调用位置：openInternal之后调用，开始写入多条数据 @@ -481,25 +482,25 @@ public class Row implements Serializable{ ``` ${Flinkx_HOME} |-- bin -| -- flinkx.sh +| -- flinkx.sh | |-- flinkx-somePlugin - |-- flinkx-somePlugin-core - |-- common 一些插件共用的类 - |-- exception 异常处理类 - |-- pom.xml 插件公用依赖 - |-- flinkx-somePlugin-reader - |-- InputFormat - |-- SomePluginInputFormat - |-- SomePluginInputFormatBuiler - |-- reader - |-- SomePluginReader - |-- flinkx-somePlugin-writer - |-- OutputFormat - |-- SomePluginOutputFormat - |-- SomePluginOutputFormatBuiler - |-- reader - |-- SomePluginWriter +|-- flinkx-somePlugin-core +|-- common 一些插件共用的类 +|-- exception 异常处理类 +|-- pom.xml 插件公用依赖 +|-- flinkx-somePlugin-reader +|-- InputFormat +|-- SomePluginInputFormat +|-- SomePluginInputFormatBuiler +|-- reader +|-- SomePluginReader +|-- flinkx-somePlugin-writer +|-- OutputFormat +|-- SomePluginOutputFormat +|-- SomePluginOutputFormatBuiler +|-- reader +|-- SomePluginWriter ``` ``` @@ -528,3 +529,6 @@ mvn clean package -DskipTests -Prelease -DscriptType=sh 打包结束后，项目根目录下会产生bin目录和plugins目录，其中bin目录包含FlinkX的启动脚本，syncplugins目录下存放编译好的数据同步插件包，之后就可以提交开发平台测试啦！ + + + From 4ad8063b88c7d2bd46613770ac5b6c3e19ec5090 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Tue, 16 Mar 2021 11:00:34 +0800 Subject: [PATCH 110/136] =?UTF-8?q?[fix-35555][jdbcwriter]update=E6=97=B6?= =?UTF-8?q?=EF=BC=8Ccolumn=E9=9C=80=E8=A6=81=20=E5=8A=A0=E4=B8=8A=E5=8F=8C?= =?UTF-8?q?=E5=BC=95=E5=8F=B7=20=E5=90=A6=E5=88=99=E5=9C=A8oracle=E7=9A=84?= =?UTF-8?q?=E5=AD=97=E6=AE=B5=E6=98=AF=E5=B0=8F=E5=86=99=E7=9A=84=E6=97=B6?= =?UTF-8?q?=E5=80=99=EF=BC=8C=E6=9C=AA=E5=8A=A0=E5=BC=95=E5=8F=B7=EF=BC=8C?= =?UTF-8?q?=E9=BB=98=E8=AE=A4=E4=B8=BA=E5=A4=A7=E5=86=99=E5=AF=BC=E8=87=B4?= =?UTF-8?q?=E9=94=99=E8=AF=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java index 758be23ace..cc5f9bffc1 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java @@ -169,7 +169,7 @@ protected String getUpdateSql(List column, String leftTable, String righ String prefixRight = StringUtils.isBlank(rightTable) ? "" : quoteTable(rightTable) + "."; List list = new ArrayList<>(); for(String col : column) { - list.add(prefixLeft + col + "=" + prefixRight + col); + list.add(prefixLeft + quoteColumn(col) + "=" + prefixRight + quoteColumn(col)); } return StringUtils.join(list, ","); } From 70d93cf49bda652d1386f2c632a92e7326b8e979 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A8=8B=E4=B8=83?= Date: Sun, 21 Mar 2021 21:42:30 +0800 Subject: [PATCH 111/136] =?UTF-8?q?[hotfix-356][flinkx-kafka]=20=E4=BF=AE?= =?UTF-8?q?=E5=A4=8DkafkaState=E7=B1=BB=20equals=E6=96=B9=E6=B3=95?= =?UTF-8?q?=E9=94=99=E8=AF=AF=E5=AE=9E=E7=8E=B0=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/kafkabase/entity/kafkaState.java | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java index 7ee7669f54..d49c8ed895 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java @@ -78,11 +78,11 @@ public boolean equals(Object o) { if (this == o) return true; if (o == null || getClass() != o.getClass()) return false; kafkaState that = (kafkaState) o; - return partition == that.partition && - offset == that.offset && - timestamp == that.timestamp && + return offset.equals(that.offset) && + timestamp.equals(that.timestamp) && + partition.equals(that.partition) && topic.equals(that.topic); - } + }q @Override public kafkaState clone() { From c2e426b75edd7384cc028fd6e68b3ff1747a4f3d Mon Sep 17 00:00:00 2001 From: kanata163 <35188210+kanata163@users.noreply.github.com> Date: Mon, 22 Mar 2021 09:55:33 +0800 Subject: [PATCH 112/136] Update kafkaState.java MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 多写了一个q --- .../java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java index d49c8ed895..ca8e7babb9 100644 --- a/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java +++ b/flinkx-kb/flinkx-kb-core/src/main/java/com/dtstack/flinkx/kafkabase/entity/kafkaState.java @@ -82,7 +82,7 @@ public boolean equals(Object o) { timestamp.equals(that.timestamp) && partition.equals(that.partition) && topic.equals(that.topic); - }q + } @Override public kafkaState clone() { From 19de9102186b807a2ac8d96ab61f912d2a78ca47 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Mon, 22 Mar 2021 14:28:39 +0800 Subject: [PATCH 113/136] =?UTF-8?q?[docs-359][sqlserverCDC=E9=85=8D?= =?UTF-8?q?=E7=BD=AE.md]=E4=BF=AE=E6=94=B9sqlserverCDC=E9=85=8D=E7=BD=AE?= =?UTF-8?q?=E6=96=87=E6=A1=A3=EF=BC=8C=E5=A2=9E=E5=8A=A0agent=E5=BC=80?= =?UTF-8?q?=E5=90=AF=E6=95=99=E7=A8=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/images/SqlserverCDC/Sqlserver16.png | Bin 0 -> 180308 bytes docs/images/SqlserverCDC/Sqlserver17.png | Bin 0 -> 158396 bytes docs/images/SqlserverCDC/Sqlserver18.png | Bin 0 -> 281909 bytes docs/images/SqlserverCDC/Sqlserver19.png | Bin 0 -> 200830 bytes .../SqlserverCDC\351\205\215\347\275\256.md" | 38 +++++++++++++++++- 5 files changed, 36 insertions(+), 2 deletions(-) create mode 100644 docs/images/SqlserverCDC/Sqlserver16.png create mode 100644 docs/images/SqlserverCDC/Sqlserver17.png create mode 100644 docs/images/SqlserverCDC/Sqlserver18.png create mode 100644 docs/images/SqlserverCDC/Sqlserver19.png diff --git a/docs/images/SqlserverCDC/Sqlserver16.png b/docs/images/SqlserverCDC/Sqlserver16.png new file mode 100644 index 0000000000000000000000000000000000000000..bdd1ab0603bc8a8f78942ba40d5f6ac9b565c8fb GIT binary patch literal 180308 zcmaI7V|1PW+BF*6wr$&KY_Finify;C)!4ReHMZHdp{&J5o zf0yRGt{JJSEQ5?dfB*&thAb!hMI8(bvJ?yqq6ZG<@0SKA$O;+kII=Q*(H z*r2tKS?x@^RJ<+>v@cOy(6)+pYEfiLP=q!n3gSbxYHC~rN-;DZYLxEuLDV!f2<5W6 zl@z|7#)um#c_OZ#b+6u*9=HmLtS`PMAD7nzGZ*}>+ul3hEq=~8UX%^hrwIp<#p7e+ z;+o!{E`Pc(8V>sYn$YfcVg7|xC(}(1{RECyUN$iSldMx}R#h$w1Xa54Iz#XQdW($X z?7zwpf0S*k6Sn}mej2vkZyY?CeTNiTQwvsU(;5JAEhU0I+1S41D1dBF(VxW3rI;Be z3Dpd@112WSZnf3oqHYLuF-H+09OGtPLSzLe8w<&o1+r-8?q0TECCk-{wH9x4IZL%S zfzK2L2QT>)+Gu@l!YvN7um(1J6Te?j&ilZPeh+#E_TBDvy;1G*#V(}PJ=+|dg&B{9 z9s+p0uvndpb;FJwZ+#cF%H~nbP)aW;cDub}A#{HC&30S?UrC5&Q}EZirS(~GMId&< z&dk8mv(brW?bdgkmI(NH`TcgUFv8ES^-?Q>1+F~3uLSl?I@Fk0m-;#P1`?11k!Ljy zp0W{fsj^_7M7o{qMzzjBKK9X3FKobZ0s9Tjvn!z|o=4Zc&LuHqbC+E(r>54-=%c~r zg)2xxC*nR(r0SXM1`Se17UE*l(hiCW>dN8m+bUe&Em}mFO~H#%O@Ou-V?OpAf)#W# zgkIofCq%bcSRT}xBwp0Wm2Y7(EUoIUMONy+|J+c`BqCCmdX9$aNnkGNHzJ zsXN8lM8^$LNrBana})kkE97FcWPKa?Cwg~B7@VSTP!Eg-|N9H+e_`-xj$p;M9D8Eu zD<{Lt(BqOwLd;7zEA)zG;>|vEr? zOiG$Wt0HZv%;I9gK9!?E6+eOcDr9)9z1UJ}Jjot%uYYjdVmudKXN?yWnIOs3Q>9TD7U*9QqX$Fwtx`U?5v- z;Bj1f^HdlrRv&Z-r|2utM~-Icqw))!7TGLO%pOBl-)WO+VGQhtb)QRM47jSKvlw&V z6qrbjj*)ono_L>T7|J0`;1q{Gs+U`_Z^E+2(ln&N#**sHCvM-;d~AgQ*Z&4Z_+Ov^ zJ9Uhvp^{h!tgTcqzD-eCbUz^}pZf=e{KWVb7Dw-SXV7F4~+0RWOT)*eA9u?fztRqjzWkU208rJ`F* zUq>PY->(W7e{gGTrkP$V04}mn5rW22z{TZaegU!ShKL`Ptu)>aKNugO?=19H5|~P6 zx&F2mP6$ySGflT`k&EL&m7?eNLlVq9g8j(ee4(+YIs<%}Ok@LzxfNrz+lfWm<1{Sq z^H8Esnc~l{gBy*Rk!t$5{W^aif+Nq%*hXYRDCM7C$YFWDFosWqm|_z{#cF8>Fa1S< zRK!|g2H)8tu1@6N?Cw+z*j=a~qHQ(z9vRHmwU2U5zGStR=fY^X&ma4@Keo9Sg7X6;Yz1 z`0u|ke@N_xoJ9wZ&KWM6t=70;H?=~)R3aUKYzJXb`>R(koqLYyf0y*^JLkFE39%ciSs$B&5pBg3KHnH;rVZ^k5-Krd|R zcPlark@sf4>NaG;@GMp$#9}1)=--J8LgM#XY$s9CPWNL8E=2+J{RUvfz&tBOPl2F? ztBg)**75y2(f2*;Hs0aYD&<2%-UU!9)<|PZE2~E~%wg9L zOoRnUB$2B`eXa7!?5KbLem??RA@W%@x)FELk6-Nr}l!9bWdg^^+jVI~f#yF_>*#g3d%e_5CYR{MOdGj75 zH~sIu$h1P`XtSeB9zVeuNk4^0+=OwKZAHQ1_PD9rpYD3RKn*((VR7HXzDDV@;6a*c z_ESpKL2>HT4IfUz9CWHt?ky7{43u18Y}sq@_d}FTKT>-sS+Q;1UViy3{h!|PuUOyh zstthAKrY?6;Z~eG#0j*FK0zzYB$CzHMBI&3mla3mzh2A3n(G&4tLfuj2tGd z>5DfuO;CnRqIoAM%XZ;ez}KR(x;d0f=lu>d(PlT$upNFTybMXij>=EOy6!h22k%{R%~!EY7FsghNrt6rrNe^naUy^o8)81zAo^&^Yo$?( z5+mH)oc@_Vd3)uOs91P$!#C)Y<5EnbsJGhyyx(&eQ@XkSUEwC0Jd!86Q-#_cG+ikCg z#W*MnrjsK%CEslndk%>C(+h3-)Qcm7!a zPyXzt0@qC#sM1)WH9*NQV?l(sn7lrBsM)VY8VQOc^EEo8$=XXMt7DVsDlq9n&mvRV z9jamKp+Dfhq8R!FO&w4)93F)0$VKtoFaK*nI;IG6UQyTv0JvU@C{dT~*Y2k`Bm?(rbFo2(w{lBMpPTD0uf5PRr%}o{ zpprSW0Ldo)a{~`uM2nv@MDd=0v@l0rh_NvueyP$d zb=`_Dis|NAIbtnU3A1LN#s@n`yNNwpfl7JC5_uP1t`l47tG5Q#=`UP7Z+q}De-_}! zk+TA0pf&9Wutm>93q^(Jp-Mds`iK^*o5PJGT8=eZkUS0jz-vi)h-BH0xVlxyz1yc; 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zwl~0Zy_hxq&mVT4cpqXV2e9E~o!{&r-b*KM)iYX&o>4+P2h#mYxa$8YSPxXvM5|LPlB;60S?oSZAJRyHv?p2F77^FRZ`i|!65OuX zaR#DMosn^VIMi&-bZT%l`N$iFh5HkEy)$6rj(u3GKfEX%OK+U%Kk(o-RgKD@k1k%E z216Qpz6Toe1nuMRCU6E@0d-`jT-E!blQt6mAryRGm<$^E-*rw_mK722)1D`|#eoA; zi(*t5F9p0R_1{gR)-U` zr0|3!nO=TP(4}8`!A`ir+kd;8Zyck3Vad$3?g`SN^6b8X`l;22UjsD{mDt#D<5lmq zNR8g^%zg8`L|l}cVo zHv!rB>-So~zSGaMd<5V*HOJD6b{BSBBcwayr0O(?T;q%aVT{=})#ls<)nAs1M6}rB zPYA~=pAK8fVykkZ5^Ca=aBK46dl587XLL*?l;AB}y+2?}+AUiY%3$B0J_M{I#)#Vo zn6@{pV^tz4lOSP4P<0GQ(Z>+_WI(spHVf%#FIDUt=4d(IwXqR_3^3Q@<-vSDHwd7G{KYw-bZI}!tYMcF@^aR0OZBnYxV+=ZQR8~-*^@{l&saNhoA{EpVQ*^)Q` zX2<}u+d(^-LyM4YG9{lokF7+v4$p^#ez-sz`KsdS>$YlBQL#T`q<$+eLXI-T||Sa9}bwzBl> z + + +如显示上图状态，需要启动对应的agent. + +**Windows 环境操作开启 CDC agent** +点击 下图位置代理开启 +

+ +**重新启动数据库** +
+ +
+ +**再次查询agent 状态，确认状态变更为running** +
+ +
+ +至此，表`test`启动CDC(变更数据捕获)功能配置完成。 + +**docker 环境操作开启 CDC agent** + +**开启mssql-server的代理服务**_ +```shell +docker exec -it sqlserver bash +/opt/mssql/bin/mssql-conf set sqlagent.enabled true +docker stop sqlserver +docker start sqlserver +``` 参考阅读：[https://docs.microsoft.com/zh-cn/sql/relational-databases/track-changes/enable-and-disable-change-data-capture-sql-server?view=sql-server-2017](https://docs.microsoft.com/zh-cn/sql/relational-databases/track-changes/enable-and-disable-change-data-capture-sql-server?view=sql-server-2017) From c599d90b23b22483df435217b1817439d5103b63 Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Mon, 22 Mar 2021 15:49:54 +0800 Subject: [PATCH 114/136] =?UTF-8?q?[docs-359][sqlserverCDC=E9=85=8D?= =?UTF-8?q?=E7=BD=AE.md]=E4=BF=AE=E6=94=B9sqlserverCDC=E9=85=8D=E7=BD=AE?= =?UTF-8?q?=E6=96=87=E6=A1=A3=EF=BC=8C=E5=A2=9E=E5=8A=A0agent=E5=BC=80?= =?UTF-8?q?=E5=90=AF=E6=95=99=E7=A8=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../other/SqlserverCDC\351\205\215\347\275\256.md" | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git "a/docs/realTime/other/SqlserverCDC\351\205\215\347\275\256.md" "b/docs/realTime/other/SqlserverCDC\351\205\215\347\275\256.md" index 0b8d97b5d5..cee0058106 100644 --- "a/docs/realTime/other/SqlserverCDC\351\205\215\347\275\256.md" +++ "b/docs/realTime/other/SqlserverCDC\351\205\215\347\275\256.md" @@ -2,13 +2,13 @@ - [SqlServer配置CDC](#sqlserver配置cdc) - - [1、查询SqlServer数据库版本](#1查询sqlserver数据库版本) - - [2、查询当前用户权限，必须为 sysadmin 固定服务器角色的成员才允许对数据库启用CDC(变更数据捕获)功能](#2查询当前用户权限必须为 sysadmin 固定服务器角色的成员才允许对数据库启用cdc变更数据捕获功能) - - [3、查询数据库是否已经启用CDC(变更数据捕获)功能](#3查询数据库是否已经启用cdc变更数据捕获功能) - - [4、对数据库数据库启用CDC(变更数据捕获)功能](#4对数据库数据库启用cdc变更数据捕获功能) - - [5、查询表是否已经启用CDC(变更数据捕获)功能](#5查询表是否已经启用cdc变更数据捕获功能) - - [6、对表启用CDC(变更数据捕获)功能](#6对表启用cdc变更数据捕获功能) - - [7 数据库配置](#7-数据库配置) + - [1、查询SqlServer数据库版本](#1查询sqlserver数据库版本) + - [2、查询当前用户权限，必须为 sysadmin 固定服务器角色的成员才允许对数据库启用CDC(变更数据捕获)功能](#2查询当前用户权限必须为 sysadmin 固定服务器角色的成员才允许对数据库启用cdc变更数据捕获功能) + - [3、查询数据库是否已经启用CDC(变更数据捕获)功能](#3查询数据库是否已经启用cdc变更数据捕获功能) + - [4、对数据库数据库启用CDC(变更数据捕获)功能](#4对数据库数据库启用cdc变更数据捕获功能) + - [5、查询表是否已经启用CDC(变更数据捕获)功能](#5查询表是否已经启用cdc变更数据捕获功能) + - [6、对表启用CDC(变更数据捕获)功能](#6对表启用cdc变更数据捕获功能) + - [7、确认CDC agent 是否正常启动](#7确认cdc-agent-是否正常启动) 注：SqlServer自2008版本开始支持CDC(变更数据捕获)功能，本文基于SqlServer 2017编写。 From 420362897533083ea1733febbab9981bb0178da4 Mon Sep 17 00:00:00 2001 From: tudou Date: Tue, 23 Mar 2021 17:51:09 +0800 Subject: [PATCH 115/136] =?UTF-8?q?[hotfix-366][Oracle=20LogMiner]fix=20#3?= =?UTF-8?q?66=20=E4=BF=AE=E5=A4=8DFlinkX=201.10=20Oracle=20LogMiner?= =?UTF-8?q?=E6=8F=92=E4=BB=B6=E6=89=93=E5=8C=85=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml index c80b54f930..a9cec6b8f8 100644 --- a/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml +++ b/flinkx-oraclelogminer/flinkx-oraclelogminer-reader/pom.xml @@ -95,7 +95,7 @@ + tofile="${basedir}/../../syncplugins/oraclelogminerreader/${project.name}-${package.name}.jar" /> From d5f56f7e01717589c376abecd36b5395b0b4041a Mon Sep 17 00:00:00 2001 From: tudou Date: Wed, 24 Mar 2021 09:53:07 +0800 Subject: [PATCH 116/136] =?UTF-8?q?[docs][kafka]=E4=BF=AE=E5=A4=8Dkafka?= =?UTF-8?q?=E6=96=87=E6=A1=A3=E8=B7=B3=E8=BD=AC=E9=93=BE=E6=8E=A5=E5=A4=B1?= =?UTF-8?q?=E6=95=88=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/realTime/reader/kafkareader.md | 8 ++++---- docs/realTime/writer/kafkawriter.md | 8 ++++---- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/docs/realTime/reader/kafkareader.md b/docs/realTime/reader/kafkareader.md index 0fca3b17b6..faf28c2a48 100644 --- a/docs/realTime/reader/kafkareader.md +++ b/docs/realTime/reader/kafkareader.md @@ -6,10 +6,10 @@ - [一、插件名称](#一插件名称) - [二、参数说明](#二参数说明) - [三、配置示例](#三配置示例) - - [1、kafka10](#2kafka10) - - [2、kafka11](#3kafka11) - - [3、kafka](#4kafka) - - [4、kafka->Hive](#5kafka-hive) + - [1、kafka10](#1kafka10) + - [2、kafka11](#2kafka11) + - [3、kafka](#3kafka) + - [4、kafka->Hive](#4kafka-hive) diff --git a/docs/realTime/writer/kafkawriter.md b/docs/realTime/writer/kafkawriter.md index d8eefddbdd..597dfc1607 100644 --- a/docs/realTime/writer/kafkawriter.md +++ b/docs/realTime/writer/kafkawriter.md @@ -5,10 +5,10 @@ - [一、插件名称](#一插件名称) - [二、参数说明](#二参数说明) - [三、配置示例](#三配置示例) - - [1、kafka10](#2kafka10) - - [2、kafka11](#3kafka11) - - [3、kafka](#4kafka) - - [4、MySQL->kafka](#5mysql-kafka) + - [1、kafka10](#1kafka10) + - [2、kafka11](#2kafka11) + - [3、kafka](#3kafka) + - [4、MySQL->kafka](#4mysql-kafka) From 65a6bd3c3eb9d48725185c2389599e4eabb0be07 Mon Sep 17 00:00:00 2001 From: tudou Date: Thu, 25 Mar 2021 16:51:55 +0800 Subject: [PATCH 117/136] =?UTF-8?q?[fix-35871][core][test]=E8=A7=A3?= =?UTF-8?q?=E5=86=B3launcher=E6=8F=90=E4=BA=A4=E7=BC=BA=E5=B0=91-p?= =?UTF-8?q?=E5=8F=82=E6=95=B0=E6=8A=A5=E9=94=99=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../java/com/dtstack/flinkx/options/Options.java | 12 ++++++++++++ .../main/java/com/dtstack/flinkx/test/LocalTest.java | 6 +----- 2 files changed, 13 insertions(+), 5 deletions(-) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java index 0296baa0dc..68b59e1624 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/options/Options.java @@ -73,6 +73,9 @@ public class Options { @OptionRequired(description = "env properties") private String confProp = "{}"; + @OptionRequired(description = "json modify") + private String p = ""; + @OptionRequired(description = "savepoint path") private String s; @@ -246,6 +249,14 @@ public void setRemotePluginPath(String remotePluginPath) { this.remotePluginPath = remotePluginPath; } + public String getP() { + return p; + } + + public void setP(String p) { + this.p = p; + } + public String getKrb5conf() { return krb5conf; } @@ -285,6 +296,7 @@ public String toString() { ", queue='" + queue + '\'' + ", flinkLibJar='" + flinkLibJar + '\'' + ", confProp='" + confProp + '\'' + + ", p='" + p + '\'' + ", s='" + s + '\'' + ", pluginLoadMode='" + pluginLoadMode + '\'' + ", appId='" + appId + '\'' + diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index 03f24323b7..3d6c82aa4c 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -58,11 +58,9 @@ import com.dtstack.flinkx.kudu.reader.KuduReader; import com.dtstack.flinkx.kudu.writer.KuduWriter; import com.dtstack.flinkx.metadatahbase.reader.MetadatahbaseReader; -//import com.dtstack.flinkx.metadataes6.reader.Metadataes6Reader; import com.dtstack.flinkx.metadatahive2.reader.Metadatahive2Reader; import com.dtstack.flinkx.metadatamysql.reader.MetadatamysqlReader; import com.dtstack.flinkx.metadataoracle.reader.MetadataoracleReader; -import com.dtstack.flinkx.metadataphoenix5.reader.MetadataphoenixReader; import com.dtstack.flinkx.metadatasqlserver.reader.MetadatasqlserverReader; import com.dtstack.flinkx.metadatatidb.reader.MetadatatidbReader; import com.dtstack.flinkx.metadatavertica.reader.MetadataverticaReader; @@ -85,7 +83,6 @@ import com.dtstack.flinkx.reader.BaseDataReader; import com.dtstack.flinkx.redis.writer.RedisWriter; import com.dtstack.flinkx.restapi.reader.RestapiReader; -import com.dtstack.flinkx.restapi.writer.RestapiWriter; import com.dtstack.flinkx.socket.reader.SocketReader; import com.dtstack.flinkx.sqlserver.reader.SqlserverReader; import com.dtstack.flinkx.sqlserver.writer.SqlserverWriter; @@ -115,6 +112,7 @@ import java.nio.charset.StandardCharsets; import java.util.Properties; import java.util.concurrent.TimeUnit; + /** * @author jiangbo */ @@ -242,9 +240,7 @@ private static BaseDataReader buildDataReader(DataTransferConfig config, StreamE case PluginNameConstrant.METADATATIDB_READER : reader = new MetadatatidbReader(config, env); break; case PluginNameConstrant.METADATAORACLE_READER : reader = new MetadataoracleReader(config, env); break; case PluginNameConstrant.METADATASQLSERVER_READER : reader = new MetadatasqlserverReader(config, env); break; - case PluginNameConstrant.METADATAPHOENIX_READER : reader = new MetadataphoenixReader(config, env); break; case PluginNameConstrant.METADATAHBASE_READER : reader = new MetadatahbaseReader(config, env); break; -// case PluginNameConstrant.METADATAES6_READER : reader = new Metadataes6Reader(config, env); break; case PluginNameConstrant.METADATAVERTICA_READER : reader = new MetadataverticaReader(config, env); break; case PluginNameConstrant.GREENPLUM_READER : reader = new GreenplumReader(config, env); break; case PluginNameConstrant.PHOENIX5_READER : reader = new Phoenix5Reader(config, env); break; From 7a35094ed769481acf2b4858ed1107edd6c29153 Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 26 Mar 2021 11:01:43 +0800 Subject: [PATCH 118/136] =?UTF-8?q?[fix-35555][rdb]update=E6=97=B6?= =?UTF-8?q?=EF=BC=8Ccolumn=E9=9C=80=E8=A6=81=20=E5=8A=A0=E4=B8=8A=E5=8F=8C?= =?UTF-8?q?=E5=BC=95=E5=8F=B7=20=E5=90=A6=E5=88=99=E5=9C=A8oracle=E7=9A=84?= =?UTF-8?q?=E5=AD=97=E6=AE=B5=E6=98=AF=E5=B0=8F=E5=86=99=E7=9A=84=E6=97=B6?= =?UTF-8?q?=E5=80=99=EF=BC=8C=E6=9C=AA=E5=8A=A0=E5=BC=95=E5=8F=B7=EF=BC=8C?= =?UTF-8?q?=E9=BB=98=E8=AE=A4=E4=B8=BA=E5=A4=A7=E5=86=99=E5=AF=BC=E8=87=B4?= =?UTF-8?q?=E9=94=99=E8=AF=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java index 758be23ace..cc5f9bffc1 100644 --- a/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java +++ b/flinkx-rdb/flinkx-rdb-core/src/main/java/com/dtstack/flinkx/rdb/BaseDatabaseMeta.java @@ -169,7 +169,7 @@ protected String getUpdateSql(List column, String leftTable, String righ String prefixRight = StringUtils.isBlank(rightTable) ? "" : quoteTable(rightTable) + "."; List list = new ArrayList<>(); for(String col : column) { - list.add(prefixLeft + col + "=" + prefixRight + col); + list.add(prefixLeft + quoteColumn(col) + "=" + prefixRight + quoteColumn(col)); } return StringUtils.join(list, ","); } From fdee7cb2488b669946af94e1e14424780b3a0498 Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 26 Mar 2021 11:02:34 +0800 Subject: [PATCH 119/136] =?UTF-8?q?[opt][test]test=E6=A8=A1=E5=9D=97pom?= =?UTF-8?q?=E6=96=87=E4=BB=B6=E5=88=A0=E9=99=A4=E9=87=8D=E5=A4=8D=E5=BC=95?= =?UTF-8?q?=E7=94=A8?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-test/pom.xml | 5 ----- 1 file changed, 5 deletions(-) diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index 1f3dfbd0ac..01dcc9814d 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -441,11 +441,6 @@ flinkx-restapi-reader 1.6 - - com.dtstack.flinkx - flinkx-restapi-writer - 1.6 - com.dtstack.flinkx flinkx-dm-reader From 7e7cc1443c0082d61ebdeb9f367550ca52e52c18 Mon Sep 17 00:00:00 2001 From: tudou Date: Fri, 26 Mar 2021 11:12:10 +0800 Subject: [PATCH 120/136] =?UTF-8?q?[docs][docs]1=E3=80=81fix=20#368=20?= =?UTF-8?q?=E9=92=89=E9=92=89=E7=BE=A4=E4=BA=8C=E7=BB=B4=E7=A0=81=E5=A4=B1?= =?UTF-8?q?=E6=95=88=E9=97=AE=E9=A2=98=EF=BC=9B2=E3=80=81readme=E9=BB=98?= =?UTF-8?q?=E8=AE=A4=E7=94=B1=E8=8B=B1=E6=96=87=E6=94=B9=E4=B8=BA=E4=B8=AD?= =?UTF-8?q?=E6=96=87?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 84 ++++++++++++++++++++--------------- README_CH.md => README_EN.md | 84 +++++++++++++++-------------------- docs/images/ding.jpg | Bin 73843 -> 290427 bytes 3 files changed, 84 insertions(+), 84 deletions(-) rename README_CH.md => README_EN.md (59%) diff --git a/README.md b/README.md index 9f42ed6a24..0de4d29d13 100644 --- a/README.md +++ b/README.md @@ -3,47 +3,57 @@ FlinkX [![License](https://img.shields.io/badge/license-Apache%202-4EB1BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html) -English | [中文](README_CH.md) - -# Communication - -- We are recruiting **Big data platform development engineers**. If you want more information about the position, please add WeChat ID [**ysqwhiletrue**] or email your resume to [sishu@dtstack.com](mailto:sishu@dtstack.com). - -- We use [DingTalk](https://www.dingtalk.com/) to communicate, you can search the group number [**30537511**] or scan the QR code below to join the communication group +[English](README_EN.md) | 中文 + +# 技术交流 + +- 招聘**Flink研发工程师**，如果有兴趣可以联系思枢（微信号：ysqwhiletrue）
+Flink开发工程师JD要求：
+1.负责袋鼠云基于Flink的衍生框架数据同步flinkx和实时计算flinkstreamsql框架的开发；
+2.调研和把握当前最新大数据实时计算技术，将其中的合适技术引入到平台中，改善产品，提升竞争力；
+职位要求：
+1、本科及以上学历，3年及以上的Flink开发经验，精通Java，熟悉Scala、Python优先考虑；
+2、熟悉Flink原理，有基于Flink做过二次源码的开发，在github上贡献者Flink源码者优先；
+3、有机器学习、数据挖掘相关经验者优先；
+4、对新技术有快速学习和上手能力，对代码有一定的洁癖；
+加分项：
+1.在GitHub或其他平台上有过开源项目
+可以添加本人微信号ysqwhiletrue，注明招聘，如有意者发送简历至[sishu@dtstack.com](mailto:sishu@dtstack.com) + +- 我们使用[钉钉](https://www.dingtalk.com/)沟通交流，可以搜索群号[**30537511**]或者扫描下面的二维码进入钉钉群
- +
-# Introduction - -* **FlinkX is a distributed offline and real-time data synchronization framework based on flink widely used in 袋鼠云, which realizes efficient data migration between multiple heterogeneous data sources.** +# 介绍 +* **FlinkX是在是袋鼠云内部广泛使用的基于flink的分布式离线和实时的数据同步框架，实现了多种异构数据源之间高效的数据迁移。** -Different data sources are abstracted into different Reader plugins, and different data targets are abstracted into different Writer plugins. In theory, the FlinkX framework can support data synchronization of any data source type. As a set of ecosystems, every time a set of new data sources is connected, the newly added data sources can realize intercommunication with existing data sources. +不同的数据源头被抽象成不同的Reader插件，不同的数据目标被抽象成不同的Writer插件。理论上，FlinkX框架可以支持任意数据源类型的数据同步工作。作为一套生态系统，每接入一套新数据源该新加入的数据源即可实现和现有的数据源互通。
-FlinkX is a data synchronization tool based on Flink. FlinkX can collect static data, such as MySQL, HDFS, etc, as well as real-time changing data, such as MySQL binlog, Kafka, etc. FlinkX currently includes the following features: +FlinkX是一个基于Flink的批流统一的数据同步工具，既可以采集静态的数据，比如MySQL，HDFS等，也可以采集实时变化的数据，比如MySQL binlog，Kafka等。FlinkX目前包含下面这些特性： -- Most plugins support concurrent reading and writing of data, which can greatly improve the speed of reading and writing; +- 大部分插件支持并发读写数据，可以大幅度提高读写速度； -- Some plug-ins support the function of failure recovery, which can restore tasks from the failed location and save running time; [Failure Recovery](docs/restore.md) +- 部分插件支持失败恢复的功能，可以从失败的位置恢复任务，节约运行时间；[失败恢复](docs/restore.md) -- The Reader plugin for relational databases supports interval polling. It can continuously collect changing data; [Interval Polling](docs/offline/reader/mysqlreader.md) +- 关系数据库的Reader插件支持间隔轮询功能，可以持续不断的采集变化的数据；[间隔轮询](docs/offline/reader/mysqlreader.md) -- Some databases support opening Kerberos security authentication; [Kerberos](docs/kerberos.md) +- 部分数据库支持开启Kerberos安全认证；[Kerberos](docs/kerberos.md) -- Limit the reading speed of Reader plugins and reduce the impact on business databases; +- 可以限制reader的读取速度，降低对业务数据库的影响； -- Save the dirty data when writing data; +- 可以记录writer插件写数据时产生的脏数据； -- Limit the maximum number of dirty data; +- 可以限制脏数据的最大数量； -- Multiple running modes: Local,Standalone,Yarn Session,Yarn Per; +- 支持多种运行模式； -The following databases are currently supported: +FlinkX目前支持下面这些数据库： | | Database Type | Reader | Writer | |:----------------------:|:--------------:|:-------------------------------:|:-------------------------------:| @@ -75,42 +85,42 @@ The following databases are currently supported: | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | -| | RestApi || [doc](docs/realTime/writer/restapiwriter.md) | +| | RestApi |[doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | -| | Oracle LogMiner| [doc](docs/realTime/reader/LogMiner.md) | | -| | Sqlserver CDC| [doc](docs/realTime/reader/sqlservercdc.md) | | +| | Oracle LogMiner | [doc](docs/realTime/reader/LogMiner.md) | | +| | Sqlserver CDC | [doc](docs/realTime/reader/sqlservercdc.md) | | -# Fundamental -In the underlying implementation, FlinkX relies on Flink, and the data synchronization task will be translated into StreamGraph and executed on Flink. The basic principle is as follows: +# 基本原理 +在底层实现上，FlinkX依赖Flink，数据同步任务会被翻译成StreamGraph在Flink上执行，基本原理如下图：
-# Quick Start +# 快速开始 -Please click [Quick Start](docs/quickstart.md) +请点击[快速开始](docs/quickstart.md) -# General Configuration +# 通用配置 -Please click [General Configuration](docs/generalconfig.md) +请点击[插件通用配置](docs/generalconfig.md) -# Statistics Metric +# 统计指标 -Please click [Statistics Metric](docs/statistics.md) +请点击[统计指标](docs/statistics.md) # Kerberos -Please click [Kerberos](docs/kerberos.md) +请点击[Kerberos](docs/kerberos.md) # Questions -Please click [Questions](docs/questions.md) +请点击[Questions](docs/questions.md) -# How to contribute FlinkX +# 如何贡献FlinkX -Please click [Contribution](docs/contribution.md) +请点击[如何贡献FlinkX](docs/contribution.md) # License diff --git a/README_CH.md b/README_EN.md similarity index 59% rename from README_CH.md rename to README_EN.md index 2a4adfe7c7..5e5bfdeb74 100644 --- a/README_CH.md +++ b/README_EN.md @@ -3,57 +3,47 @@ FlinkX [![License](https://img.shields.io/badge/license-Apache%202-4EB1BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html) -[English](README.md) | 中文 - -# 技术交流 - -- 招聘**Flink研发工程师**，如果有兴趣可以联系思枢（微信号：ysqwhiletrue）
-Flink开发工程师JD要求：
-1.负责袋鼠云基于Flink的衍生框架数据同步flinkx和实时计算flinkstreamsql框架的开发；
-2.调研和把握当前最新大数据实时计算技术，将其中的合适技术引入到平台中，改善产品，提升竞争力；
-职位要求：
-1、本科及以上学历，3年及以上的Flink开发经验，精通Java，熟悉Scala、Python优先考虑；
-2、熟悉Flink原理，有基于Flink做过二次源码的开发，在github上贡献者Flink源码者优先；
-3、有机器学习、数据挖掘相关经验者优先；
-4、对新技术有快速学习和上手能力，对代码有一定的洁癖；
-加分项：
-1.在GitHub或其他平台上有过开源项目
-可以添加本人微信号ysqwhiletrue，注明招聘，如有意者发送简历至[sishu@dtstack.com](mailto:sishu@dtstack.com) - -- 我们使用[钉钉](https://www.dingtalk.com/)沟通交流，可以搜索群号[**30537511**]或者扫描下面的二维码进入钉钉群 +English | [中文](README.md) + +# Communication + +- We are recruiting **Big data platform development engineers**. If you want more information about the position, please add WeChat ID [**ysqwhiletrue**] or email your resume to [sishu@dtstack.com](mailto:sishu@dtstack.com). + +- We use [DingTalk](https://www.dingtalk.com/) to communicate, you can search the group number [**30537511**] or scan the QR code below to join the communication group
- +
-# 介绍 -* **FlinkX是在是袋鼠云内部广泛使用的基于flink的分布式离线和实时的数据同步框架，实现了多种异构数据源之间高效的数据迁移。** +# Introduction + +* **FlinkX is a distributed offline and real-time data synchronization framework based on flink widely used in 袋鼠云, which realizes efficient data migration between multiple heterogeneous data sources.** -不同的数据源头被抽象成不同的Reader插件，不同的数据目标被抽象成不同的Writer插件。理论上，FlinkX框架可以支持任意数据源类型的数据同步工作。作为一套生态系统，每接入一套新数据源该新加入的数据源即可实现和现有的数据源互通。 +Different data sources are abstracted into different Reader plugins, and different data targets are abstracted into different Writer plugins. In theory, the FlinkX framework can support data synchronization of any data source type. As a set of ecosystems, every time a set of new data sources is connected, the newly added data sources can realize intercommunication with existing data sources.
-FlinkX是一个基于Flink的批流统一的数据同步工具，既可以采集静态的数据，比如MySQL，HDFS等，也可以采集实时变化的数据，比如MySQL binlog，Kafka等。FlinkX目前包含下面这些特性： +FlinkX is a data synchronization tool based on Flink. FlinkX can collect static data, such as MySQL, HDFS, etc, as well as real-time changing data, such as MySQL binlog, Kafka, etc. FlinkX currently includes the following features: -- 大部分插件支持并发读写数据，可以大幅度提高读写速度； +- Most plugins support concurrent reading and writing of data, which can greatly improve the speed of reading and writing; -- 部分插件支持失败恢复的功能，可以从失败的位置恢复任务，节约运行时间；[失败恢复](docs/restore.md) +- Some plug-ins support the function of failure recovery, which can restore tasks from the failed location and save running time; [Failure Recovery](docs/restore.md) -- 关系数据库的Reader插件支持间隔轮询功能，可以持续不断的采集变化的数据；[间隔轮询](docs/offline/reader/mysqlreader.md) +- The Reader plugin for relational databases supports interval polling. It can continuously collect changing data; [Interval Polling](docs/offline/reader/mysqlreader.md) -- 部分数据库支持开启Kerberos安全认证；[Kerberos](docs/kerberos.md) +- Some databases support opening Kerberos security authentication; [Kerberos](docs/kerberos.md) -- 可以限制reader的读取速度，降低对业务数据库的影响； +- Limit the reading speed of Reader plugins and reduce the impact on business databases; -- 可以记录writer插件写数据时产生的脏数据； +- Save the dirty data when writing data; -- 可以限制脏数据的最大数量； +- Limit the maximum number of dirty data; -- 支持多种运行模式； +- Multiple running modes: Local,Standalone,Yarn Session,Yarn Per; -FlinkX目前支持下面这些数据库： +The following databases are currently supported: | | Database Type | Reader | Writer | |:----------------------:|:--------------:|:-------------------------------:|:-------------------------------:| @@ -85,42 +75,42 @@ FlinkX目前支持下面这些数据库： | | Hive | | [doc](docs/offline/writer/hivewriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | -| | RestApi |[doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | +| | RestApi || [doc](docs/realTime/writer/restapiwriter.md) | | | MySQL Binlog | [doc](docs/realTime/reader/binlogreader.md) | | | | MongoDB Oplog | [doc](docs/realTime/reader/mongodboplogreader.md)| | | | PostgreSQL WAL | [doc](docs/realTime/reader/pgwalreader.md) | | -| | Oracle LogMiner | [doc](docs/realTime/reader/LogMiner.md) | | -| | Sqlserver CDC | [doc](docs/realTime/reader/sqlservercdc.md) | | +| | Oracle LogMiner| [doc](docs/realTime/reader/LogMiner.md) | | +| | Sqlserver CDC| [doc](docs/realTime/reader/sqlservercdc.md) | | -# 基本原理 -在底层实现上，FlinkX依赖Flink，数据同步任务会被翻译成StreamGraph在Flink上执行，基本原理如下图： +# Fundamental +In the underlying implementation, FlinkX relies on Flink, and the data synchronization task will be translated into StreamGraph and executed on Flink. The basic principle is as follows:
-# 快速开始 +# Quick Start -请点击[快速开始](docs/quickstart.md) +Please click [Quick Start](docs/quickstart.md) -# 通用配置 +# General Configuration -请点击[插件通用配置](docs/generalconfig.md) +Please click [General Configuration](docs/generalconfig.md) -# 统计指标 +# Statistics Metric -请点击[统计指标](docs/statistics.md) +Please click [Statistics Metric](docs/statistics.md) # Kerberos -请点击[Kerberos](docs/kerberos.md) +Please click [Kerberos](docs/kerberos.md) # Questions -请点击[Questions](docs/questions.md) +Please click [Questions](docs/questions.md) -# 如何贡献FlinkX +# How to contribute FlinkX -请点击[如何贡献FlinkX](docs/contribution.md) +Please click [Contribution](docs/contribution.md) # License diff --git a/docs/images/ding.jpg b/docs/images/ding.jpg index 605928bae9b06b8f6ea7da5e4417749cd63da6d7..d069044f6eedce937eb3d0ebcc56caa3452bf09c 100644 GIT binary patch literal 290427 zcmeFZgOe@6vp+btZQHhS$F^_RJaEwrv|b-?#6@zWx0N8?h&%BdV*a ztMk;!&irKNr%$A!yaYT94h#?w5WJM6m@*I$s16ViSUwcUPft+gAOsK)u%wl!sG^jp 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zC*j}|vvH+*D~nJOIyC2+1N)}e+)7{*>J+bbe}XI@45_I<`;w*ZG)u-R{9)6`$85;fZMGnGC7$o}LW50%&P7uW)Bd%9tPxe3SBB z;aln2(1PdTkNc&4y@Pyh_-D%;5(MTiL!qz<3BXK2%9E5INDf;H%TGD?B1z1MNp~nD z=e57%TK842h^NgObVKLAD10}R%V`gM(tteeA{u3CPeyl_`MaY5mj4xfo+pOX7l}p% zj`2JjasBGE1+pxiEj7j`@3Sbc9zc! zs(5;aQv`eqFW*FvdJ@oUJkip*7hvAR)%OJ{(8+?B8yTptg6eE?8kkHyAoCI+X4*i` zGMO^8Nm;2$TWboG2+k`i9C9P&Nx-yff8t9JL`jj@r=y2q;melT*ls0m9)dDUHtyu6 zdJjfLE6tY-ue7YHnjD+vUyfN3hC_7>DKP{oQa+579K!11()K6M*m1E6Kq*9B^VN)6 z8?Q!2hCM%}zi@2wzR=xGI@dHfs)v7MP&zXnLcm+>UGPxSjB3+#fvM(bl%)WRf|y0I zh#|{qtYspT)R>xr%!5Hchs++kQz=oIt=eVj*6VTq!j{N+NRx@e!pF6ldh>x(Iy zchAIMGq>kqlt2&mcXf{Qvd)>}o$Kl`X|JDf%LjPz3G<^HyvO-TLqX&&mcUX2H6mRE{NjAVpN+_JJSg0P8edWk= zY?NP?uAAvxaEThcgE~sWnA_d~jV_zT$Yy63%+R!`vFG+0b*P;pGuAx{`))efH~*1) zQ(sPpjP~^RJU`3Wk}_p3O|C3avxHQJe8-tJiD9^P>XTH)fETO@f-8~+DsYw*;4-x+ z!l+D|GTH{;vQLtetFz))U*oJ280nkef_xYh_Cqmk9mxl;ok-nT1=^;{i-cxf|? z+mX}-%-Zu?YOcLWI>d35Cg_=?s(ub#dMHL4osgzYtYcps$@L42BEi%As~yH~GqD$1 zrgZ%^1SlxlJ2OgeR|W~EPhoUD(=+T6*IJzs4!%LrGs436$Q}wCid(9?*oY@FZI|c% P#l7wSmLGYzHSqrcWYozo From febebc604bbbad2c581b4996acf8e82ef5af2f9d Mon Sep 17 00:00:00 2001 From: fengjiangtao Date: Mon, 29 Mar 2021 19:23:26 +0800 Subject: [PATCH 121/136] =?UTF-8?q?[opt-378]=20[flinkx-kafka11]=E4=BF=AE?= =?UTF-8?q?=E5=A4=8DKafka11Client=E9=94=99=E8=AF=AF=E7=9A=84log4j=E6=97=A5?= =?UTF-8?q?=E5=BF=97=E7=B1=BB=E5=90=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../java/com/dtstack/flinkx/kafka11/client/Kafka11Client.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Client.java b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Client.java index 2b6ff0bf0d..007afbc7c5 100644 --- a/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Client.java +++ b/flinkx-kafka11/flinkx-kafka11-reader/src/main/java/com/dtstack/flinkx/kafka11/client/Kafka11Client.java @@ -25,7 +25,7 @@ * @author tudou */ public class Kafka11Client implements IClient { - private static Logger LOG = LoggerFactory.getLogger(Kafka11Consumer.class); + private static Logger LOG = LoggerFactory.getLogger(Kafka11Client.class); private volatile boolean running = true; private long pollTimeout; private boolean blankIgnore; From 07bddd49b5ce2dde1987f8d2403b0b62e21a3bcf Mon Sep 17 00:00:00 2001 From: dujie <2774584057@qq.com> Date: Tue, 30 Mar 2021 11:07:07 +0800 Subject: [PATCH 122/136] =?UTF-8?q?[feat-34017][docs]=E4=BF=AE=E6=94=B9esw?= =?UTF-8?q?riter.md=E7=9A=84idColumns=E5=8F=82=E6=95=B0=E5=90=8D=E7=A7=B0?= =?UTF-8?q?=E4=B8=BAidColumn?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/offline/writer/eswriter.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/offline/writer/eswriter.md b/docs/offline/writer/eswriter.md index 35029a6c80..2e2456ea1e 100644 --- a/docs/offline/writer/eswriter.md +++ b/docs/offline/writer/eswriter.md @@ -58,7 +58,7 @@ -- **idColumns** +- **idColumn** - 描述：用于构造文档id的若干个列，每列形式如下 普通列 @@ -78,7 +78,7 @@ - 必选：否 - 注意： - - 如果不指定idColumns属性，则会随机产生文档id + - 如果不指定idColumn属性，则会随机产生文档id - 如果指定的字段值存在重复或者指定了常数，按照es的逻辑，同样值的doc只会保留一份 - 默认值：无 From a6e1672c1e1a451c1842e2a3077418675706a680 Mon Sep 17 00:00:00 2001 From: wangyulei Date: Thu, 24 Jun 2021 15:49:54 +0800 Subject: [PATCH 123/136] =?UTF-8?q?[feat-423][hbase2]=E6=94=AF=E6=8C=81hba?= =?UTF-8?q?se2.x=E7=89=88=E6=9C=AC=E7=9A=84=E8=AF=BB=E5=8F=96=E5=8A=9F?= =?UTF-8?q?=E8=83=BD?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-hbase2/flinkx-hbase-core2/pom.xml | 45 +++ .../flinkx/hbase2/HbaseConfigConstants.java | 45 +++ .../flinkx/hbase2/HbaseConfigKeys.java | 72 ++++ .../dtstack/flinkx/hbase2/HbaseHelper.java | 230 +++++++++++ flinkx-hbase2/flinkx-hbase-reader2/pom.xml | 102 +++++ .../flinkx/hbase2/reader/Hbase2Reader.java | 118 ++++++ .../hbase2/reader/HbaseInputFormat.java | 365 ++++++++++++++++++ .../reader/HbaseInputFormatBuilder.java | 106 +++++ .../flinkx/hbase2/reader/HbaseInputSplit.java | 51 +++ flinkx-hbase2/pom.xml | 28 ++ pom.xml | 2 +- 11 files changed, 1163 insertions(+), 1 deletion(-) create mode 100644 flinkx-hbase2/flinkx-hbase-core2/pom.xml create mode 100644 flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseConfigConstants.java create mode 100644 flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseConfigKeys.java create mode 100644 flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseHelper.java create mode 100644 flinkx-hbase2/flinkx-hbase-reader2/pom.xml create mode 100644 flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/Hbase2Reader.java create mode 100644 flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputFormat.java create mode 100644 flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputFormatBuilder.java create mode 100644 flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputSplit.java create mode 100644 flinkx-hbase2/pom.xml diff --git a/flinkx-hbase2/flinkx-hbase-core2/pom.xml b/flinkx-hbase2/flinkx-hbase-core2/pom.xml new file mode 100644 index 0000000000..2da3a4e592 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-core2/pom.xml @@ -0,0 +1,45 @@ + + + + flinkx-hbase2 + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-hbase-core2 + + + + org.apache.hbase + hbase-client + 2.2.4 + + + log4j + log4j + + + + + + org.apache.hbase + hbase-common + 2.2.4 + + + log4j + log4j + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + compile + + + \ No newline at end of file diff --git a/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseConfigConstants.java b/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseConfigConstants.java new file mode 100644 index 0000000000..fef2c0e013 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseConfigConstants.java @@ -0,0 +1,45 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2; + +/** + * The class containing Hbase configuration constants + * + * Company: cmss + * @author wangyulei_yewu@cmss.chinamobile.com + */ +public class HbaseConfigConstants { + + public static final int DEFAULT_SCAN_CACHE_SIZE = 256; + + public static final int MAX_SCAN_CACHE_SIZE = 1000; + + public static final int MIN_SCAN_CACHE_SIZE = 1; + + public static final String DEFAULT_ENCODING = "UTF-8"; + + public static final String DEFAULT_DATA_FORMAT = "yyyy-MM-dd HH:mm:ss"; + + public static final String DEFAULT_NULL_MODE = "skip"; + + public static final long DEFAULT_WRITE_BUFFER_SIZE = 8 * 1024 * 1024L; + + public static final boolean DEFAULT_WAL_FLAG = false; + +} diff --git a/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseConfigKeys.java b/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseConfigKeys.java new file mode 100644 index 0000000000..344ff7749a --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseConfigKeys.java @@ -0,0 +1,72 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.hbase2; + +/** + * This class defines configuration keys for HbaseReader and HbaseWriter + * + * Company: cmss + * @author wangyulei_yewu@cmss.chinamobile.com + */ +public class HbaseConfigKeys { + + public static final String KEY_SCAN_CACHE_SIZE = "scanCacheSize"; + + public static final String KEY_SCAN_BATCH_SIZE = "scanBatchSize"; + + public static final String KEY_TABLE = "table"; + + public static final String KEY_HBASE_CONFIG = "hbaseConfig"; + + public static final String KEY_START_ROW_KEY = "startRowkey"; + + public static final String KEY_END_ROW_KEY = "endRowkey"; + + public static final String KEY_IS_BINARY_ROW_KEY = "isBinaryRowkey"; + + public static final String KEY_ENCODING = "encoding"; + + public static final String KEY_RANGE = "range"; + + public static final String KEY_COLUMN_NAME = "name"; + + public static final String KEY_COLUMN_TYPE = "type"; + + public static final String KEY_ROW_KEY_COLUMN = "rowkeyColumn"; + + public static final String KEY_ROW_KEY_COLUMN_INDEX = "index"; + + public static final String KEY_ROW_KEY_COLUMN_TYPE = "type"; + + public static final String KEY_ROW_KEY_COLUMN_VALUE = "value"; + + public static final String KEY_NULL_MODE = "nullMode"; + + public static final String KEY_WAL_FLAG = "walFlag"; + + public static final String KEY_VERSION_COLUMN = "versionColumn"; + + public static final String KEY_WRITE_BUFFER_SIZE = "writeBufferSize"; + + public static final String KEY_VERSION_COLUMN_INDEX = "index"; + + public static final String KEY_VERSION_COLUMN_VALUE = "value"; + + +} diff --git a/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseHelper.java b/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseHelper.java new file mode 100644 index 0000000000..180085b480 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-core2/src/main/java/com/dtstack/flinkx/hbase2/HbaseHelper.java @@ -0,0 +1,230 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2; + +import com.dtstack.flinkx.authenticate.KerberosUtil; +import com.dtstack.flinkx.util.FileSystemUtil; +import org.apache.commons.collections.MapUtils; +import org.apache.commons.lang3.StringUtils; +import org.apache.commons.lang3.Validate; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.hbase.HBaseConfiguration; +import org.apache.hadoop.hbase.HConstants; +import org.apache.hadoop.hbase.TableName; +import org.apache.hadoop.hbase.client.*; +import org.apache.hadoop.hbase.util.Bytes; +import org.apache.hadoop.security.UserGroupInformation; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.IOException; +import java.security.PrivilegedAction; +import java.util.Map; + +/** + * The utility class of HBase + * + * + * Company: www.dtstack.com + * @author huyifan.zju@163.com + */ +public class HbaseHelper { + private static final Logger LOG = LoggerFactory.getLogger(HbaseHelper.class); + + private final static String AUTHENTICATION_TYPE = "Kerberos"; + private final static String KEY_HBASE_SECURITY_AUTHENTICATION = "hbase.security.authentication"; + private final static String KEY_HBASE_SECURITY_AUTHORIZATION = "hbase.security.authorization"; + private final static String KEY_HBASE_SECURITY_AUTH_ENABLE = "hbase.security.auth.enable"; + + public static Connection getHbaseConnection(Map hbaseConfigMap) { + Validate.isTrue(MapUtils.isNotEmpty(hbaseConfigMap), "hbaseConfig不能为空Map结构!"); + + if(openKerberos(hbaseConfigMap)){ + return getConnectionWithKerberos(hbaseConfigMap); + } + + try { + Configuration hConfiguration = getConfig(hbaseConfigMap); + return ConnectionFactory.createConnection(hConfiguration); + } catch (IOException e) { + LOG.error("Get connection fail with config:{}", hbaseConfigMap); + throw new RuntimeException(e); + } + } + + private static Connection getConnectionWithKerberos(Map hbaseConfigMap){ + try { + setKerberosConf(hbaseConfigMap); + UserGroupInformation ugi = getUgi(hbaseConfigMap); + return ugi.doAs(new PrivilegedAction() { + @Override + public Connection run() { + try { + Configuration hConfiguration = getConfig(hbaseConfigMap); + return ConnectionFactory.createConnection(hConfiguration); + } catch (IOException e) { + LOG.error("Get connection fail with config:{}", hbaseConfigMap); + throw new RuntimeException(e); + } + } + }); + } catch (Exception e){ + throw new RuntimeException("Login kerberos error", e); + } + } + + public static UserGroupInformation getUgi(Map hbaseConfigMap) throws IOException{ + String keytabFileName = KerberosUtil.getPrincipalFileName(hbaseConfigMap); + + keytabFileName = KerberosUtil.loadFile(hbaseConfigMap, keytabFileName); + String principal = KerberosUtil.getPrincipal(hbaseConfigMap, keytabFileName); + KerberosUtil.loadKrb5Conf(hbaseConfigMap); + KerberosUtil.refreshConfig(); + + Configuration conf = FileSystemUtil.getConfiguration(hbaseConfigMap, null); + + return KerberosUtil.loginAndReturnUgi(conf, principal, keytabFileName); + } + + public static Configuration getConfig(Map hbaseConfigMap){ + Configuration hConfiguration = HBaseConfiguration.create(); + if (MapUtils.isEmpty(hbaseConfigMap)) { + return hConfiguration; + } + + for (Map.Entry entry : hbaseConfigMap.entrySet()) { + if(entry.getValue() != null && !(entry.getValue() instanceof Map)){ + hConfiguration.set(entry.getKey(), entry.getValue().toString()); + } + } + + return hConfiguration; + } + + public static boolean openKerberos(Map hbaseConfigMap){ + if(AUTHENTICATION_TYPE.equalsIgnoreCase(MapUtils.getString(hbaseConfigMap, KEY_HBASE_SECURITY_AUTHORIZATION)) + || AUTHENTICATION_TYPE.equalsIgnoreCase(MapUtils.getString(hbaseConfigMap, KEY_HBASE_SECURITY_AUTHENTICATION)) + || MapUtils.getBooleanValue(hbaseConfigMap, KEY_HBASE_SECURITY_AUTH_ENABLE)){ + LOG.info("open kerberos for hbase."); + return true; + } + + return false; + } + + + /** + * 设置hbase 开启kerberos 连接必要的固定参数 + * @param hbaseConfigMap + */ + public static void setKerberosConf(Map hbaseConfigMap){ + hbaseConfigMap.put(KEY_HBASE_SECURITY_AUTHORIZATION, AUTHENTICATION_TYPE); + hbaseConfigMap.put(KEY_HBASE_SECURITY_AUTHENTICATION, AUTHENTICATION_TYPE); + hbaseConfigMap.put(KEY_HBASE_SECURITY_AUTH_ENABLE, true); + } + + public static RegionLocator getRegionLocator(Connection hConnection, String userTable){ + TableName hTableName = TableName.valueOf(userTable); + Admin admin = null; + RegionLocator regionLocator = null; + try { + admin = hConnection.getAdmin(); + HbaseHelper.checkHbaseTable(admin,hTableName); + regionLocator = hConnection.getRegionLocator(hTableName); + } catch (Exception e) { + HbaseHelper.closeRegionLocator(regionLocator); + HbaseHelper.closeAdmin(admin); + HbaseHelper.closeConnection(hConnection); + throw new RuntimeException(e); + } + return regionLocator; + + } + + public static byte[] convertRowkey(String rowkey, boolean isBinaryRowkey) { + if(StringUtils.isBlank(rowkey)) { + return HConstants.EMPTY_BYTE_ARRAY; + } else { + return HbaseHelper.stringToBytes(rowkey, isBinaryRowkey); + } + } + + private static byte[] stringToBytes(String rowkey, boolean isBinaryRowkey) { + if (isBinaryRowkey) { + return Bytes.toBytesBinary(rowkey); + } else { + return Bytes.toBytes(rowkey); + } + } + + + public static void closeConnection(Connection hConnection){ + try { + if(null != hConnection) { + hConnection.close(); + } + } catch (IOException e) { + throw new RuntimeException(e); + } + } + + + public static void closeAdmin(Admin admin){ + try { + if(null != admin) { + admin.close(); + } + } catch (IOException e) { + throw new RuntimeException(e); + } + } + + + public static void closeRegionLocator(RegionLocator regionLocator){ + try { + if(null != regionLocator) { + regionLocator.close(); + } + } catch (IOException e) { + throw new RuntimeException(e); + } + } + + public static void checkHbaseTable(Admin admin, TableName table) throws IOException { + if(!admin.tableExists(table)){ + throw new IllegalArgumentException("hbase table " + table + " does not exist."); + } + if(!admin.isTableAvailable(table)){ + throw new RuntimeException("hbase table " + table + " is not available."); + } + if(admin.isTableDisabled(table)){ + throw new RuntimeException("hbase table " + table + " is disabled"); + } + } + + public static void closeBufferedMutator(BufferedMutator bufferedMutator){ + try { + if(null != bufferedMutator){ + bufferedMutator.close(); + } + } catch (IOException e) { + throw new RuntimeException(e); + } + } +} diff --git a/flinkx-hbase2/flinkx-hbase-reader2/pom.xml b/flinkx-hbase2/flinkx-hbase-reader2/pom.xml new file mode 100644 index 0000000000..d283668b9e --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-reader2/pom.xml @@ -0,0 +1,102 @@ + + + + flinkx-hbase2 + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-hbase-reader2 + + + com.google.guava + guava + 12.0.1 + + + com.dtstack.flinkx + flinkx-hbase-core2 + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + com.data-artisans:* + org.scala-lang:* + org.slf4j:slf4j-api + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.hbase.com.google.common + + + com.google.thirdparty + shade.hbase.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/Hbase2Reader.java b/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/Hbase2Reader.java new file mode 100644 index 0000000000..afa87203a8 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/Hbase2Reader.java @@ -0,0 +1,118 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.reader; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.ReaderConfig; +import com.dtstack.flinkx.hbase2.HbaseConfigConstants; +import com.dtstack.flinkx.hbase2.HbaseConfigKeys; +import com.dtstack.flinkx.reader.BaseDataReader; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; +import org.apache.flink.types.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; + +/** + * The reader plugin of Hbase + * + * Company: cmss + * @author wangyulei_yewu@cmss.chinamobile.com + */ +public class Hbase2Reader extends BaseDataReader { + + private static Logger LOG = LoggerFactory.getLogger(Hbase2Reader.class); + + protected List columnName; + protected List columnType; + protected List columnValue; + protected List columnFormat; + protected String encoding; + protected Map hbaseConfig; + protected String startRowkey; + protected String endRowkey; + protected boolean isBinaryRowkey; + protected String tableName; + protected int scanCacheSize; + + public Hbase2Reader(DataTransferConfig config, StreamExecutionEnvironment env) { + super(config, env); + ReaderConfig readerConfig = config.getJob().getContent().get(0).getReader(); + tableName = readerConfig.getParameter().getStringVal(HbaseConfigKeys.KEY_TABLE); + hbaseConfig = (Map) readerConfig.getParameter().getVal(HbaseConfigKeys.KEY_HBASE_CONFIG); + + Map range = (Map) readerConfig.getParameter().getVal(HbaseConfigKeys.KEY_RANGE); + if(range != null) { + startRowkey = (String) range.get(HbaseConfigKeys.KEY_START_ROW_KEY); + endRowkey = (String) range.get(HbaseConfigKeys.KEY_END_ROW_KEY); + isBinaryRowkey = (Boolean) range.get(HbaseConfigKeys.KEY_IS_BINARY_ROW_KEY); + } + + encoding = readerConfig.getParameter().getStringVal(HbaseConfigKeys.KEY_ENCODING); + scanCacheSize = readerConfig.getParameter().getIntVal(HbaseConfigKeys.KEY_SCAN_CACHE_SIZE, HbaseConfigConstants.DEFAULT_SCAN_CACHE_SIZE); + + List columns = readerConfig.getParameter().getColumn(); + if(columns != null && columns.size() > 0) { + columnName = new ArrayList<>(); + columnType = new ArrayList<>(); + columnValue = new ArrayList<>(); + columnFormat = new ArrayList<>(); + for(int i = 0; i < columns.size(); ++i) { + Map sm = (Map) columns.get(i); + columnName.add((String) sm.get("name")); + columnType.add((String) sm.get("type")); + columnValue.add((String) sm.get("value")); + columnFormat.add((String) sm.get("format")); + } + + LOG.info("init column finished"); + } else{ + throw new IllegalArgumentException("column argument error"); + } + } + + @Override + public DataStream readData() { + HbaseInputFormatBuilder builder = new HbaseInputFormatBuilder(); + builder.setDataTransferConfig(dataTransferConfig); + builder.setColumnFormats(columnFormat); + builder.setColumnNames(columnName); + builder.setColumnTypes(columnType); + builder.setColumnValues(columnValue); + builder.setEncoding(encoding); + builder.setEndRowkey(endRowkey); + builder.setHbaseConfig(hbaseConfig); + builder.setStartRowkey(startRowkey); + builder.setIsBinaryRowkey(isBinaryRowkey); + builder.setTableName(tableName); + builder.setBytes(bytes); + builder.setMonitorUrls(monitorUrls); + builder.setScanCacheSize(scanCacheSize); + builder.setMonitorUrls(monitorUrls); + builder.setTestConfig(testConfig); + builder.setLogConfig(logConfig); + + return createInput(builder.finish()); + } + +} diff --git a/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputFormat.java b/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputFormat.java new file mode 100644 index 0000000000..41efc7623f --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputFormat.java @@ -0,0 +1,365 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.reader; + +import com.dtstack.flinkx.hbase2.HbaseHelper; +import com.dtstack.flinkx.inputformat.BaseRichInputFormat; +import com.google.common.collect.Maps; +import org.apache.commons.lang.ArrayUtils; +import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.math.NumberUtils; +import org.apache.commons.lang3.time.DateUtils; +import org.apache.flink.core.io.InputSplit; +import org.apache.flink.types.Row; +import org.apache.hadoop.hbase.HConstants; +import org.apache.hadoop.hbase.TableName; +import org.apache.hadoop.hbase.client.*; +import org.apache.hadoop.hbase.util.Bytes; +import org.apache.hadoop.hbase.util.Pair; +import org.apache.hadoop.security.UserGroupInformation; + +import java.io.IOException; +import java.math.BigDecimal; +import java.nio.charset.StandardCharsets; +import java.security.PrivilegedAction; +import java.util.ArrayList; +import java.util.List; +import java.util.Locale; +import java.util.Map; + + +/** + * The InputFormat Implementation used for HbaseReader + * + * Company: cmss + * @author wangyulei_yewu@cmss.chinamobile.com + */ +public class HbaseInputFormat extends BaseRichInputFormat { + + public static final String KEY_ROW_KEY = "rowkey"; + + protected Map hbaseConfig; + protected String tableName; + protected String startRowkey; + protected String endRowkey; + protected List columnNames; + protected List columnValues; + protected List columnFormats; + protected List columnTypes; + protected boolean isBinaryRowkey; + protected String encoding; + /** + * 客户端每次 rpc fetch 的行数 + */ + protected int scanCacheSize; + private transient Connection connection; + private transient Scan scan; + private transient Table table; + private transient ResultScanner resultScanner; + private transient Result next; + private transient Map nameMaps; + + private boolean openKerberos = false; + + @Override + public void openInputFormat() throws IOException { + super.openInputFormat(); + + LOG.info("HbaseOutputFormat openInputFormat start"); + nameMaps = Maps.newConcurrentMap(); + + connection = HbaseHelper.getHbaseConnection(hbaseConfig); + + LOG.info("HbaseOutputFormat openInputFormat end"); + } + + @Override + public InputSplit[] createInputSplitsInternal(int minNumSplits) throws IOException { + try (Connection connection = HbaseHelper.getHbaseConnection(hbaseConfig)) { + if(HbaseHelper.openKerberos(hbaseConfig)) { + UserGroupInformation ugi = HbaseHelper.getUgi(hbaseConfig); + return ugi.doAs(new PrivilegedAction() { + @Override + public com.dtstack.flinkx.hbase2.reader.HbaseInputSplit[] run() { + return split(connection, tableName, startRowkey, endRowkey, isBinaryRowkey); + } + }); + } else { + return split(connection, tableName, startRowkey, endRowkey, isBinaryRowkey); + } + } + } + + public HbaseInputSplit[] split(Connection hConn, String tableName, String startKey, String endKey, boolean isBinaryRowkey) { + byte[] startRowkeyByte = HbaseHelper.convertRowkey(startKey, isBinaryRowkey); + byte[] endRowkeyByte = HbaseHelper.convertRowkey(endKey, isBinaryRowkey); + + /* 如果用户配置了 startRowkey 和 endRowkey，需要确保：startRowkey <= endRowkey */ + if (startRowkeyByte.length != 0 && endRowkeyByte.length != 0 + && Bytes.compareTo(startRowkeyByte, endRowkeyByte) > 0) { + throw new IllegalArgumentException("startRowKey can't be bigger than endRowkey"); + } + + RegionLocator regionLocator = HbaseHelper.getRegionLocator(hConn, tableName); + List resultSplits; + try { + Pair regionRanges = regionLocator.getStartEndKeys(); + if (null == regionRanges) { + throw new RuntimeException("Failed to retrieve rowkey ragne"); + } + resultSplits = doSplit(startRowkeyByte, endRowkeyByte, regionRanges); + + LOG.info("HBaseReader split job into {} tasks.", resultSplits.size()); + return resultSplits.toArray(new HbaseInputSplit[resultSplits.size()]); + } catch (Exception e) { + throw new RuntimeException("Failed to split hbase table"); + }finally { + HbaseHelper.closeRegionLocator(regionLocator); + } + } + + private List doSplit(byte[] startRowkeyByte, + byte[] endRowkeyByte, Pair regionRanges) { + + List configurations = new ArrayList<>(); + + for (int i = 0; i < regionRanges.getFirst().length; i++) { + + byte[] regionStartKey = regionRanges.getFirst()[i]; + byte[] regionEndKey = regionRanges.getSecond()[i]; + + // 当前的region为最后一个region + // 如果最后一个region的start Key大于用户指定的userEndKey,则最后一个region，应该不包含在内 + // 注意如果用户指定userEndKey为"",则此判断应该不成立。userEndKey为""表示取得最大的region + boolean isSkip = Bytes.compareTo(regionEndKey, HConstants.EMPTY_BYTE_ARRAY) == 0 + && (endRowkeyByte.length != 0 && (Bytes.compareTo( + regionStartKey, endRowkeyByte) > 0)); + if (isSkip) { + continue; + } + + // 如果当前的region不是最后一个region， + // 用户配置的userStartKey大于等于region的endkey,则这个region不应该含在内 + if ((Bytes.compareTo(regionEndKey, HConstants.EMPTY_BYTE_ARRAY) != 0) + && (Bytes.compareTo(startRowkeyByte, regionEndKey) >= 0)) { + continue; + } + + // 如果用户配置的userEndKey小于等于 region的startkey,则这个region不应该含在内 + // 注意如果用户指定的userEndKey为"",则次判断应该不成立。userEndKey为""表示取得最大的region + if (endRowkeyByte.length != 0 + && (Bytes.compareTo(endRowkeyByte, regionStartKey) <= 0)) { + continue; + } + + String thisStartKey = getStartKey(startRowkeyByte, regionStartKey); + String thisEndKey = getEndKey(endRowkeyByte, regionEndKey); + HbaseInputSplit hbaseInputSplit = new HbaseInputSplit(thisStartKey, thisEndKey); + configurations.add(hbaseInputSplit); + } + + return configurations; + } + + private String getEndKey(byte[] endRowkeyByte, byte[] regionEndKey) { + // 由于之前处理过，所以传入的userStartKey不可能为null + if (endRowkeyByte == null) { + throw new IllegalArgumentException("userEndKey should not be null!"); + } + + byte[] tempEndRowkeyByte; + + if (endRowkeyByte.length == 0) { + tempEndRowkeyByte = regionEndKey; + } else if (Bytes.compareTo(regionEndKey, HConstants.EMPTY_BYTE_ARRAY) == 0) { + // 为最后一个region + tempEndRowkeyByte = endRowkeyByte; + } else { + if (Bytes.compareTo(endRowkeyByte, regionEndKey) > 0) { + tempEndRowkeyByte = regionEndKey; + } else { + tempEndRowkeyByte = endRowkeyByte; + } + } + + return Bytes.toStringBinary(tempEndRowkeyByte); + } + + private String getStartKey(byte[] startRowkeyByte, byte[] regionStarKey) { + // 由于之前处理过，所以传入的userStartKey不可能为null + if (startRowkeyByte == null) { + throw new IllegalArgumentException( + "userStartKey should not be null!"); + } + + byte[] tempStartRowkeyByte; + + if (Bytes.compareTo(startRowkeyByte, regionStarKey) < 0) { + tempStartRowkeyByte = regionStarKey; + } else { + tempStartRowkeyByte = startRowkeyByte; + } + return Bytes.toStringBinary(tempStartRowkeyByte); + } + + @Override + public void openInternal(InputSplit inputSplit) throws IOException { + HbaseInputSplit hbaseInputSplit = (HbaseInputSplit) inputSplit; + byte[] startRow = Bytes.toBytesBinary(hbaseInputSplit.getStartkey()); + byte[] stopRow = Bytes.toBytesBinary(hbaseInputSplit.getEndKey()); + + if(null == connection || connection.isClosed()){ + connection = HbaseHelper.getHbaseConnection(hbaseConfig); + } + + openKerberos = HbaseHelper.openKerberos(hbaseConfig); + + table = connection.getTable(TableName.valueOf(tableName)); + scan = new Scan(); + scan.setStartRow(startRow); + scan.setStopRow(stopRow); + scan.setCaching(scanCacheSize); + resultScanner = table.getScanner(scan); + } + + @Override + public boolean reachedEnd() throws IOException { + next = resultScanner.next(); + return next == null; + } + + @Override + public Row nextRecordInternal(Row row) throws IOException { + row = new Row(columnTypes.size()); + + for (int i = 0; i < columnTypes.size(); ++i) { + String columnType = columnTypes.get(i); + String columnName = columnNames.get(i); + String columnFormat = columnFormats.get(i); + String columnValue = columnValues.get(i); + Object col = null; + byte[] bytes; + + try { + if (StringUtils.isNotEmpty(columnValue)) { + // 常量 + col = convertValueToAssignType(columnType, columnValue, columnFormat); + } else { + if (KEY_ROW_KEY.equals(columnName)) { + bytes = next.getRow(); + } else { + byte [][] arr = nameMaps.get(columnName); + if(arr == null){ + arr = new byte[2][]; + String[] arr1 = columnName.split(":"); + arr[0] = arr1[0].trim().getBytes(StandardCharsets.UTF_8); + arr[1] = arr1[1].trim().getBytes(StandardCharsets.UTF_8); + nameMaps.put(columnName,arr); + } + bytes = next.getValue(arr[0], arr[1]); + } + col = convertBytesToAssignType(columnType, bytes, columnFormat); + } + row.setField(i, col); + } catch(Exception e) { + throw new IOException("Couldn't read data:",e); + } + } + return row; + } + + @Override + public void closeInternal() throws IOException { + HbaseHelper.closeConnection(connection); + } + + public Object convertValueToAssignType(String columnType, String constantValue,String dateformat) throws Exception { + Object column = null; + if(org.apache.commons.lang3.StringUtils.isEmpty(constantValue)) { + return column; + } + + switch (columnType.toUpperCase()) { + case "BOOLEAN": + column = Boolean.valueOf(constantValue); + break; + case "SHORT": + case "INT": + case "LONG": + column = NumberUtils.createBigDecimal(constantValue).toBigInteger(); + break; + case "FLOAT": + case "DOUBLE": + column = new BigDecimal(constantValue); + break; + case "STRING": + column = constantValue; + break; + case "DATE": + column = DateUtils.parseDate(constantValue, new String[]{dateformat}); + break; + default: + throw new IllegalArgumentException("Unsupported columnType: " + columnType); + } + + return column; + } + + public Object convertBytesToAssignType(String columnType, byte[] byteArray,String dateformat) throws Exception { + Object column = null; + if(ArrayUtils.isEmpty(byteArray)) { + return null; + } + String bytesToString = new String(byteArray, encoding); + switch (columnType.toUpperCase(Locale.ENGLISH)) { + case "BOOLEAN": + column = Boolean.valueOf(bytesToString); + break; + case "SHORT": + column = Short.valueOf(bytesToString); + break; + case "INT": + column = Integer.valueOf(bytesToString); + break; + case "LONG": + column = Long.valueOf(bytesToString); + break; + case "FLOAT": + column = Float.valueOf(bytesToString); + break; + case "DOUBLE": + column = Double.valueOf(bytesToString); + break; + case "STRING": + column = bytesToString; + break; + case "BINARY_STRING": + column = Bytes.toStringBinary(byteArray); + break; + case "DATE": + String dateValue = Bytes.toStringBinary(byteArray); + column = DateUtils.parseDate(dateValue, new String[]{dateformat}); + break; + default: + throw new IllegalArgumentException("Unsupported column type: " + columnType); + } + return column; + } + +} diff --git a/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputFormatBuilder.java b/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputFormatBuilder.java new file mode 100644 index 0000000000..14a99e40ec --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputFormatBuilder.java @@ -0,0 +1,106 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.hbase2.reader; + +import com.dtstack.flinkx.hbase2.HbaseConfigConstants; +import com.dtstack.flinkx.inputformat.BaseRichInputFormatBuilder; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.util.Preconditions; + +import java.util.List; +import java.util.Map; + +/** + * The builder of HbaseInputFormat + * + * Company: cmss + * @author wangyulei_yewu@cmss.chinamobile.com + */ +public class HbaseInputFormatBuilder extends BaseRichInputFormatBuilder { + + private HbaseInputFormat format; + + public HbaseInputFormatBuilder() { + super.format = format = new HbaseInputFormat(); + } + + public void setHbaseConfig(Map hbaseConfig) { + format.hbaseConfig = hbaseConfig; + } + + public void setTableName(String tableName) { + format.tableName = tableName; + } + + public void setStartRowkey(String startRowkey) { + format.startRowkey = startRowkey; + } + + public void setEndRowkey(String endRowkey) { + format.endRowkey = endRowkey; + } + + public void setColumnNames(List columnNames) { + format.columnNames = columnNames; + } + + public void setColumnValues(List columnValues) { + format.columnValues = columnValues; + } + + public void setColumnTypes(List columnTypes) { + format.columnTypes = columnTypes; + } + + public void setIsBinaryRowkey(boolean isBinaryRowkey) { + format.isBinaryRowkey = isBinaryRowkey; + } + + public void setEncoding(String encoding) { + format.encoding = StringUtils.isEmpty(encoding) ? "utf-8" : encoding; + } + + public void setColumnFormats(List columnFormats) { + format.columnFormats = columnFormats; + } + + public void setScanCacheSize(int scanCacheSize) { + format.scanCacheSize = scanCacheSize; + } + + @Override + protected void checkFormat() { + Preconditions.checkNotNull(format.columnTypes); + Preconditions.checkNotNull(format.columnFormats); + Preconditions.checkNotNull(format.columnValues); + Preconditions.checkNotNull(format.columnNames); + + Preconditions.checkArgument(format.scanCacheSize <= HbaseConfigConstants.MAX_SCAN_CACHE_SIZE && format.scanCacheSize >= HbaseConfigConstants.MIN_SCAN_CACHE_SIZE, + "scanCacheSize should be between " + HbaseConfigConstants.MIN_SCAN_CACHE_SIZE + " and " + HbaseConfigConstants.MAX_SCAN_CACHE_SIZE); + + for(int i = 0; i < format.columnTypes.size(); ++i) { + Preconditions.checkArgument(StringUtils.isNotEmpty(format.columnTypes.get(i))); + Preconditions.checkArgument(StringUtils.isNotEmpty(format.columnNames.get(i)) + || StringUtils.isNotEmpty(format.columnTypes.get(i)) ); + } + + if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ + throw new UnsupportedOperationException("This plugin not support restore from failed state"); + } + } +} diff --git a/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputSplit.java b/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputSplit.java new file mode 100644 index 0000000000..56343797cc --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-reader2/src/main/java/com/dtstack/flinkx/hbase2/reader/HbaseInputSplit.java @@ -0,0 +1,51 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.reader; + +import org.apache.flink.core.io.InputSplit; + +/** + * The Class describing each InputSplit of HBase + * + * Company: cmss + * @author wangyulei_yewu@cmss.chinamobile.com + */ +public class HbaseInputSplit implements InputSplit { + + private String startkey; + private String endKey; + + public HbaseInputSplit(String startKey, String endKey) { + this.startkey = startKey; + this.endKey = endKey; + } + + public String getStartkey() { + return startkey; + } + + public String getEndKey() { + return endKey; + } + + @Override + public int getSplitNumber() { + return 0; + } +} diff --git a/flinkx-hbase2/pom.xml b/flinkx-hbase2/pom.xml new file mode 100644 index 0000000000..001e91c782 --- /dev/null +++ b/flinkx-hbase2/pom.xml @@ -0,0 +1,28 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-hbase2 + pom + + flinkx-hbase-core2 + flinkx-hbase-reader2 + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/pom.xml b/pom.xml index 7d85bc00d8..b8ac68013b 100644 --- a/pom.xml +++ b/pom.xml @@ -38,7 +38,7 @@ flinkx-ftp flinkx-odps flinkx-hbase - + flinkx-hbase2 flinkx-phoenix5 flinkx-carbondata flinkx-kudu From 0790141616ca010c4a5a6a73def0455ff3db9aeb Mon Sep 17 00:00:00 2001 From: wangyulei Date: Thu, 24 Jun 2021 16:40:44 +0800 Subject: [PATCH 124/136] =?UTF-8?q?[feat-424][hbase2]=E6=94=AF=E6=8C=81hba?= =?UTF-8?q?se2.x=E7=89=88=E6=9C=AC=E7=9A=84=E5=86=99=E5=85=A5=E5=8A=9F?= =?UTF-8?q?=E8=83=BD?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-hbase2/flinkx-hbase-reader2/pom.xml | 6 +- flinkx-hbase2/flinkx-hbase-writer2/pom.xml | 105 ++++ .../flinkx/hbase2/writer/Hbase2Writer.java | 151 +++++ .../hbase2/writer/HbaseOutputFormat.java | 556 ++++++++++++++++++ .../writer/HbaseOutputFormatBuilder.java | 117 ++++ .../writer/function/ConstantFunction.java | 45 ++ .../writer/function/FunctionFactory.java | 52 ++ .../writer/function/FunctionParser.java | 180 ++++++ .../hbase2/writer/function/FunctionTree.java | 80 +++ .../hbase2/writer/function/IFunction.java | 36 ++ .../hbase2/writer/function/Md5Function.java | 34 ++ .../writer/function/StringFunction.java | 32 + flinkx-hbase2/pom.xml | 1 + 13 files changed, 1392 insertions(+), 3 deletions(-) create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/pom.xml create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/Hbase2Writer.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/HbaseOutputFormat.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/HbaseOutputFormatBuilder.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/ConstantFunction.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionFactory.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionParser.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionTree.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/IFunction.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/Md5Function.java create mode 100644 flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/StringFunction.java diff --git a/flinkx-hbase2/flinkx-hbase-reader2/pom.xml b/flinkx-hbase2/flinkx-hbase-reader2/pom.xml index d283668b9e..f6b44e9746 100644 --- a/flinkx-hbase2/flinkx-hbase-reader2/pom.xml +++ b/flinkx-hbase2/flinkx-hbase-reader2/pom.xml @@ -83,14 +83,14 @@ - + - + diff --git a/flinkx-hbase2/flinkx-hbase-writer2/pom.xml b/flinkx-hbase2/flinkx-hbase-writer2/pom.xml new file mode 100644 index 0000000000..99ab947403 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/pom.xml @@ -0,0 +1,105 @@ + + + + flinkx-hbase2 + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-hbase-writer2 + + + com.google.guava + guava + 12.0.1 + + + com.dtstack.flinkx + flinkx-hbase-core2 + 1.6 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + + com.google.code.gson:* + com.data-artisans:* + org.scala-lang:* + org.slf4j:slf4j-api + log4j:log4j + ch.qos.logback:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.hbase.com.google.common + + + com.google.thirdparty + shade.hbase.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/Hbase2Writer.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/Hbase2Writer.java new file mode 100644 index 0000000000..4e2974a6c8 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/Hbase2Writer.java @@ -0,0 +1,151 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.hbase2.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.util.ValueUtil; +import com.dtstack.flinkx.writer.BaseDataWriter; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.hbase2.HbaseConfigConstants.DEFAULT_WAL_FLAG; +import static com.dtstack.flinkx.hbase2.HbaseConfigConstants.DEFAULT_WRITE_BUFFER_SIZE; +import static com.dtstack.flinkx.hbase2.HbaseConfigKeys.*; + +/** + * The Writer plugin of HBase + * + * Company: www.dtstack.com + * @author huyifan.zju@163.com + */ +public class Hbase2Writer extends BaseDataWriter { + + private String tableName; + private Map hbaseConfig; + private String encoding; + private String nullMode; + private Boolean walFlag; + private long writeBufferSize; + + private List columnTypes; + private List columnNames; + private String rowkeyExpress; + + private Integer versionColumnIndex; + private String versionColumnValue; + + public Hbase2Writer(DataTransferConfig config) { + super(config); + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + + tableName = writerConfig.getParameter().getStringVal(KEY_TABLE); + hbaseConfig = (Map) writerConfig.getParameter().getVal(KEY_HBASE_CONFIG); + encoding = writerConfig.getParameter().getStringVal(KEY_ENCODING); + nullMode = writerConfig.getParameter().getStringVal(KEY_NULL_MODE); + walFlag = writerConfig.getParameter().getBooleanVal(KEY_WAL_FLAG, DEFAULT_WAL_FLAG); + writeBufferSize = writerConfig.getParameter().getLongVal(KEY_WRITE_BUFFER_SIZE, DEFAULT_WRITE_BUFFER_SIZE); + + List columns = writerConfig.getParameter().getColumn(); + if(CollectionUtils.isNotEmpty(columns)) { + columnTypes = new ArrayList<>(); + columnNames = new ArrayList<>(); + for(int i = 0; i < columns.size(); ++i) { + Map sm = (Map) columns.get(i); + columnNames.add((String) sm.get(KEY_COLUMN_NAME)); + columnTypes.add((String) sm.get(KEY_COLUMN_TYPE)); + } + } + + Object rowKeyInfo = writerConfig.getParameter().getStringVal(KEY_ROW_KEY_COLUMN); + rowkeyExpress = buildRowKeyExpress(rowKeyInfo); + + Map versionColumn = (Map) writerConfig.getParameter().getVal(KEY_VERSION_COLUMN); + if(versionColumn != null) { + versionColumnIndex = (Integer) versionColumn.get(KEY_VERSION_COLUMN_INDEX); + versionColumnValue = (String) versionColumn.get(KEY_VERSION_COLUMN_VALUE); + } + } + + /** + * Compatible with old formats + */ + private String buildRowKeyExpress(Object rowKeyInfo){ + if (rowKeyInfo == null){ + return null; + } + + if(rowKeyInfo instanceof String){ + return rowKeyInfo.toString(); + } + + if(!(rowKeyInfo instanceof List)){ + return null; + } + + StringBuilder expressBuilder = new StringBuilder(); + + for (Map item : ((List) rowKeyInfo)) { + Integer index = ValueUtil.getInt(item.get(KEY_ROW_KEY_COLUMN_INDEX)); + if (index != null && index != -1) { + expressBuilder.append(String.format("$(%s)", columnNames.get(index))); + continue; + } + + String value = (String) item.get(KEY_ROW_KEY_COLUMN_VALUE); + if (StringUtils.isNotEmpty(value)) { + expressBuilder.append(value); + } + } + + return expressBuilder.toString(); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + HbaseOutputFormatBuilder builder = new HbaseOutputFormatBuilder(); + builder.setHbaseConfig(hbaseConfig); + builder.setTableName(tableName); + builder.setEncoding(encoding); + builder.setNullMode(nullMode); + builder.setWalFlag(walFlag); + builder.setWriteBufferSize(writeBufferSize); + builder.setColumnNames(columnNames); + builder.setColumnTypes(columnTypes); + builder.setRowkeyExpress(rowkeyExpress); + builder.setVersionColumnIndex(versionColumnIndex); + builder.setVersionColumnValues(versionColumnValue); + builder.setMonitorUrls(monitorUrls); + builder.setErrorRatio(errorRatio); + builder.setErrors(errors); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); + + return createOutput(dataSet, builder.finish()); + } +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/HbaseOutputFormat.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/HbaseOutputFormat.java new file mode 100644 index 0000000000..2852f79a21 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/HbaseOutputFormat.java @@ -0,0 +1,556 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.writer; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.hbase2.HbaseHelper; +import com.dtstack.flinkx.hbase2.writer.function.FunctionParser; +import com.dtstack.flinkx.hbase2.writer.function.FunctionTree; +import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; +import com.dtstack.flinkx.util.DateUtil; +import com.google.common.collect.Lists; +import com.google.common.collect.Maps; +import org.apache.commons.lang.StringUtils; +import org.apache.commons.lang3.Validate; +import org.apache.flink.configuration.Configuration; +import org.apache.flink.types.Row; +import org.apache.hadoop.hbase.HConstants; +import org.apache.hadoop.hbase.TableName; +import org.apache.hadoop.hbase.client.*; +import org.apache.hadoop.hbase.util.Bytes; +import org.apache.hadoop.security.UserGroupInformation; + +import java.io.IOException; +import java.nio.charset.Charset; +import java.nio.charset.StandardCharsets; +import java.security.PrivilegedAction; +import java.sql.Timestamp; +import java.text.ParseException; +import java.text.SimpleDateFormat; +import java.util.Date; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * The Hbase Implementation of OutputFormat + * + * Company: www.dtstack.com + * @author huyifan.zju@163.com + */ +public class HbaseOutputFormat extends BaseRichOutputFormat { + + protected Map hbaseConfig; + + protected String tableName; + + protected String encoding; + + protected String nullMode; + + protected boolean walFlag; + + protected long writeBufferSize; + + protected List columnTypes; + + protected List columnNames; + + protected String rowkeyExpress; + + protected Integer versionColumnIndex; + + protected String versionColumnValue; + + private transient Connection connection; + + private transient BufferedMutator bufferedMutator; + + private transient FunctionTree functionTree; + + protected List rowKeyColumns = Lists.newArrayList(); + protected List rowKeyColumnIndex = Lists.newArrayList(); + + private transient Map nameMaps; + + private transient Map nameByteMaps ; + + private transient ThreadLocal timeSecondFormatThreadLocal; + + private transient ThreadLocal timeMillisecondFormatThreadLocal; + + private boolean openKerberos = false; + + @Override + public void configure(Configuration parameters) { + } + + @Override + public void openInternal(int taskNumber, int numTasks) throws IOException { + openKerberos = HbaseHelper.openKerberos(hbaseConfig); + if (openKerberos) { + sleepRandomTime(); + + UserGroupInformation ugi = HbaseHelper.getUgi(hbaseConfig); + ugi.doAs(new PrivilegedAction() { + @Override + public Object run() { + openConnection(); + return null; + } + }); + } else { + openConnection(); + } + } + + private void sleepRandomTime() { + try { + Thread.sleep(5000L + (long)(10000 * Math.random())); + } catch (Exception exception) { + LOG.warn("", exception); + } + } + + public void openConnection() { + LOG.info("HbaseOutputFormat configure start"); + nameMaps = Maps.newConcurrentMap(); + nameByteMaps = Maps.newConcurrentMap(); + timeSecondFormatThreadLocal = new ThreadLocal(); + timeMillisecondFormatThreadLocal = new ThreadLocal(); + Validate.isTrue(hbaseConfig != null && hbaseConfig.size() !=0, "hbaseConfig不能为空Map结构!"); + + try { + org.apache.hadoop.conf.Configuration hConfiguration = HbaseHelper.getConfig(hbaseConfig); + connection = ConnectionFactory.createConnection(hConfiguration); + + /** + * 写缓存 + */ + bufferedMutator = connection.getBufferedMutator( + new BufferedMutatorParams(TableName.valueOf(tableName)) + .pool(HTable.getDefaultExecutor(hConfiguration)) + .writeBufferSize(writeBufferSize)); + } catch (Exception e) { + HbaseHelper.closeBufferedMutator(bufferedMutator); + HbaseHelper.closeConnection(connection); + throw new IllegalArgumentException(e); + } + + functionTree = FunctionParser.parse(rowkeyExpress); + rowKeyColumns = FunctionParser.parseRowKeyCol(rowkeyExpress); + for (String rowKeyColumn : rowKeyColumns) { + int index = columnNames.indexOf(rowKeyColumn); + if(index == -1){ + throw new RuntimeException("Can not get row key column from columns:" + rowKeyColumn); + } + rowKeyColumnIndex.add(index); + } + + LOG.info("HbaseOutputFormat configure end"); + } + + @Override + public void writeSingleRecordInternal(Row record) throws WriteRecordException { + int i = 0; + try { + byte[] rowkey = getRowkey(record); + Put put; + if(versionColumnIndex == null) { + put = new Put(rowkey); + if(!walFlag) { + put.setDurability(Durability.SKIP_WAL); + } + } else { + long timestamp = getVersion(record); + put = new Put(rowkey,timestamp); + } + + for (; i < record.getArity(); ++i) { + if(rowKeyColumnIndex.contains(i)){ + continue; + } + + String type = columnTypes.get(i); + String name = columnNames.get(i); + String[] cfAndQualifier = nameMaps.get(name); + byte[][] cfAndQualifierBytes = nameByteMaps.get(name); + if(cfAndQualifier == null || cfAndQualifierBytes == null){ + cfAndQualifier = name.split(":"); + if(cfAndQualifier.length == 2 + && StringUtils.isNotBlank(cfAndQualifier[0]) + && StringUtils.isNotBlank(cfAndQualifier[1])){ + nameMaps.put(name,cfAndQualifier); + cfAndQualifierBytes = new byte[2][]; + cfAndQualifierBytes[0] = Bytes.toBytes(cfAndQualifier[0]); + cfAndQualifierBytes[1] = Bytes.toBytes(cfAndQualifier[1]); + nameByteMaps.put(name,cfAndQualifierBytes); + } else { + throw new IllegalArgumentException("Hbasewriter 中，column 的列配置格式应该是：列族:列名. 您配置的列错误：" + name); + } + } + + ColumnType columnType = ColumnType.getType(type); + byte[] columnBytes = getColumnByte(columnType, record.getField(i)); + //columnBytes 为null忽略这列 + if(null != columnBytes){ + put.addColumn( + cfAndQualifierBytes[0], + cfAndQualifierBytes[1], + columnBytes); + } + } + + bufferedMutator.mutate(put); + } catch(Exception ex) { + if(i < record.getArity()) { + throw new WriteRecordException(recordConvertDetailErrorMessage(i, record), ex, i, record); + } + throw new WriteRecordException(ex.getMessage(), ex); + } + } + + private SimpleDateFormat getSimpleDateFormat(String sign){ + SimpleDateFormat format; + if(ConstantValue.TIME_SECOND_SUFFIX.equals(sign)){ + format = timeSecondFormatThreadLocal.get(); + if(format == null){ + format = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); + timeSecondFormatThreadLocal.set(format); + } + } else { + format = timeMillisecondFormatThreadLocal.get(); + if(format == null){ + format = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss SSS"); + timeMillisecondFormatThreadLocal.set(format); + } + } + + return format; + } + + @Override + protected String recordConvertDetailErrorMessage(int pos, Row row) { + return "\nHbaseOutputFormat [" + jobName + "] writeRecord error: when converting field[" + columnNames.get(pos) + "] in Row(" + row + ")"; + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("HbaseWriter"); + } + + private byte[] getRowkey(Row record) throws Exception{ + Map nameValueMap = new HashMap<>((rowKeyColumnIndex.size()<<2)/3); + for (Integer keyColumnIndex : rowKeyColumnIndex) { + nameValueMap.put(columnNames.get(keyColumnIndex), record.getField(keyColumnIndex)); + } + + String rowKeyStr = functionTree.evaluate(nameValueMap); + return rowKeyStr.getBytes(StandardCharsets.UTF_8); + } + + public long getVersion(Row record){ + Integer index = versionColumnIndex.intValue(); + long timestamp; + if(index == null){ + //指定时间作为版本 + timestamp = Long.valueOf(versionColumnValue); + if(timestamp < 0){ + throw new IllegalArgumentException("Illegal timestamp to construct versionClumn: " + timestamp); + } + }else{ + //指定列作为版本,long/doubleColumn直接record.aslong, 其它类型尝试用yyyy-MM-dd HH:mm:ss,yyyy-MM-dd HH:mm:ss SSS去format + if(index >= record.getArity() || index < 0){ + throw new IllegalArgumentException("version column index out of range: " + index); + } + if(record.getField(index) == null){ + throw new IllegalArgumentException("null verison column!"); + } + SimpleDateFormat dfSeconds = getSimpleDateFormat(ConstantValue.TIME_SECOND_SUFFIX); + SimpleDateFormat dfMs = getSimpleDateFormat(ConstantValue.TIME_MILLISECOND_SUFFIX); + Object column = record.getField(index); + if(column instanceof Long){ + Long longValue = (Long) column; + timestamp = longValue; + } else if (column instanceof Double){ + Double doubleValue = (Double) column; + timestamp = doubleValue.longValue(); + } else if (column instanceof String){ + Date date; + try{ + + date = dfMs.parse((String) column); + }catch (ParseException e){ + try { + date = dfSeconds.parse((String) column); + } catch (ParseException e1) { + LOG.info(String.format("您指定第[%s]列作为hbase写入版本,但在尝试用yyyy-MM-dd HH:mm:ss 和 yyyy-MM-dd HH:mm:ss SSS 去解析为Date时均出错,请检查并修改",index)); + throw new RuntimeException(e1); + } + } + timestamp = date.getTime(); + } else if (column instanceof Date) { + timestamp = ((Date) column).getTime(); + } else { + throw new RuntimeException("rowkey类型不兼容: " + column.getClass()); + } + } + return timestamp; + } + + public byte[] getValueByte(ColumnType columnType, String value){ + byte[] bytes; + if(value != null){ + switch (columnType) { + case INT: + bytes = Bytes.toBytes(Integer.parseInt(value)); + break; + case LONG: + bytes = Bytes.toBytes(Long.parseLong(value)); + break; + case DOUBLE: + bytes = Bytes.toBytes(Double.parseDouble(value)); + break; + case FLOAT: + bytes = Bytes.toBytes(Float.parseFloat(value)); + break; + case SHORT: + bytes = Bytes.toBytes(Short.parseShort(value)); + break; + case BOOLEAN: + bytes = Bytes.toBytes(Boolean.parseBoolean(value)); + break; + case STRING: + bytes = value.getBytes(Charset.forName(encoding)); + break; + default: + throw new IllegalArgumentException("Unsupported column type: " + columnType); + } + }else{ + bytes = HConstants.EMPTY_BYTE_ARRAY; + } + return bytes; + } + + public byte[] getColumnByte(ColumnType columnType, Object column){ + byte[] bytes; + if(column != null){ + switch (columnType) { + case INT: + bytes = intToBytes(column); + break; + case LONG: + bytes = longToBytes(column); + break; + case DOUBLE: + bytes = doubleToBytes(column); + break; + case FLOAT: + bytes = floatToBytes(column); + break; + case SHORT: + bytes = shortToBytes(column); + break; + case BOOLEAN: + bytes = boolToBytes(column); + break; + case STRING: + String stringValue; + if (column instanceof Timestamp){ + SimpleDateFormat fm = DateUtil.getDateTimeFormatter(); + stringValue = fm.format(column); + }else { + stringValue = String.valueOf(column); + } + bytes = this.getValueByte(columnType, stringValue); + break; + default: + throw new IllegalArgumentException("Unsupported column type: " + columnType); + } + } else { + switch (nullMode.toUpperCase()){ + case "SKIP": + bytes = null; + break; + case "EMPTY": + bytes = HConstants.EMPTY_BYTE_ARRAY; + break; + default: + throw new IllegalArgumentException("Unsupported null mode: " + nullMode); + } + } + return bytes; + } + + private byte[] intToBytes(Object column) { + Integer intValue = null; + if(column instanceof Integer) { + intValue = (Integer) column; + } else if(column instanceof Long) { + intValue = ((Long) column).intValue(); + } else if(column instanceof Double) { + intValue = ((Double) column).intValue(); + } else if(column instanceof Float) { + intValue = ((Float) column).intValue(); + } else if(column instanceof Short) { + intValue = ((Short) column).intValue(); + } else if(column instanceof Boolean) { + intValue = (Boolean) column ? 1 : 0; + } else if(column instanceof String) { + intValue = Integer.valueOf((String) column); + } else { + throw new RuntimeException("Can't convert from " + column.getClass() + " to INT"); + } + + return Bytes.toBytes(intValue); + } + + private byte[] longToBytes(Object column) { + Long longValue = null; + if(column instanceof Integer) { + longValue = ((Integer)column).longValue(); + } else if(column instanceof Long) { + longValue = (Long) column; + } else if(column instanceof Double) { + longValue = ((Double) column).longValue(); + } else if(column instanceof Float) { + longValue = ((Float) column).longValue(); + } else if(column instanceof Short) { + longValue = ((Short) column).longValue(); + } else if(column instanceof Boolean) { + longValue = (Boolean) column ? 1L : 0L; + } else if(column instanceof String) { + longValue = Long.valueOf((String) column); + }else if (column instanceof Timestamp){ + longValue = ((Timestamp) column).getTime(); + }else { + throw new RuntimeException("Can't convert from " + column.getClass() + " to LONG"); + } + + return Bytes.toBytes(longValue); + } + + private byte[] doubleToBytes(Object column) { + Double doubleValue = null; + if(column instanceof Integer) { + doubleValue = ((Integer)column).doubleValue(); + } else if(column instanceof Long) { + doubleValue = ((Long) column).doubleValue(); + } else if(column instanceof Double) { + doubleValue = (Double) column; + } else if(column instanceof Float) { + doubleValue = ((Float) column).doubleValue(); + } else if(column instanceof Short) { + doubleValue = ((Short) column).doubleValue(); + } else if(column instanceof Boolean) { + doubleValue = (Boolean) column ? 1.0 : 0.0; + } else if(column instanceof String) { + doubleValue = Double.valueOf((String) column); + } else { + throw new RuntimeException("Can't convert from " + column.getClass() + " to DOUBLE"); + } + + return Bytes.toBytes(doubleValue); + } + + private byte[] floatToBytes(Object column) { + Float floatValue = null; + if(column instanceof Integer) { + floatValue = ((Integer)column).floatValue(); + } else if(column instanceof Long) { + floatValue = ((Long) column).floatValue(); + } else if(column instanceof Double) { + floatValue = ((Double) column).floatValue(); + } else if(column instanceof Float) { + floatValue = (Float) column; + } else if(column instanceof Short) { + floatValue = ((Short) column).floatValue(); + } else if(column instanceof Boolean) { + floatValue = (Boolean) column ? 1.0f : 0.0f; + } else if(column instanceof String) { + floatValue = Float.valueOf((String) column); + } else { + throw new RuntimeException("Can't convert from " + column.getClass() + " to DOUBLE"); + } + + return Bytes.toBytes(floatValue); + } + + private byte[] shortToBytes(Object column) { + Short shortValue = null; + if(column instanceof Integer) { + shortValue = ((Integer)column).shortValue(); + } else if(column instanceof Long) { + shortValue = ((Long) column).shortValue(); + } else if(column instanceof Double) { + shortValue = ((Double) column).shortValue(); + } else if(column instanceof Float) { + shortValue = ((Float) column).shortValue(); + } else if(column instanceof Short) { + shortValue = (Short) column; + } else if(column instanceof Boolean) { + shortValue = (Boolean) column ? (short) 1 : (short) 0 ; + } else if(column instanceof String) { + shortValue = Short.valueOf((String) column); + } else { + throw new RuntimeException("Can't convert from " + column.getClass() + " to SHORT"); + } + return Bytes.toBytes(shortValue); + } + + private byte[] boolToBytes(Object column) { + Boolean booleanValue = null; + if(column instanceof Integer) { + booleanValue = (Integer) column != 0; + } else if(column instanceof Long) { + booleanValue = (Long) column != 0L; + } else if(column instanceof Double) { + booleanValue = new Double(0.0).compareTo((Double) column) != 0; + } else if(column instanceof Float) { + booleanValue = new Float(0.0f).compareTo((Float) column) != 0; + } else if(column instanceof Short) { + booleanValue = (Short) column != 0; + } else if(column instanceof Boolean) { + booleanValue = (Boolean) column; + } else if(column instanceof String) { + booleanValue = Boolean.valueOf((String)column); + } else { + throw new RuntimeException("Can't convert from " + column.getClass() + " to SHORT"); + } + + return Bytes.toBytes(booleanValue); + } + + @Override + public void closeInternal() throws IOException { + if (null != timeSecondFormatThreadLocal) { + timeSecondFormatThreadLocal.remove(); + } + + if (null != timeMillisecondFormatThreadLocal) { + timeMillisecondFormatThreadLocal.remove(); + } + + HbaseHelper.closeBufferedMutator(bufferedMutator); + HbaseHelper.closeConnection(connection); + } + +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/HbaseOutputFormatBuilder.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/HbaseOutputFormatBuilder.java new file mode 100644 index 0000000000..0b6b52cc6e --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/HbaseOutputFormatBuilder.java @@ -0,0 +1,117 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.writer; + +import com.dtstack.flinkx.hbase2.HbaseConfigConstants; +import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; +import com.google.common.base.Preconditions; +import org.apache.commons.lang.StringUtils; + +import java.util.List; +import java.util.Map; + +/** + * The Builder class of HbaseOutputFormatBuilder + * + * Company: www.dtstack.com + * @author huyifan.zju@163.com + */ +public class HbaseOutputFormatBuilder extends BaseRichOutputFormatBuilder { + + private HbaseOutputFormat format; + + public HbaseOutputFormatBuilder() { + super.format = format = new HbaseOutputFormat(); + } + + public void setTableName(String tableName) { + format.tableName = tableName; + } + + public void setHbaseConfig(Map hbaseConfig) { + format.hbaseConfig = hbaseConfig; + } + + public void setColumnTypes(List columnTypes) { + format.columnTypes = columnTypes; + } + + public void setColumnNames(List columnNames) { + format.columnNames = columnNames; + } + + public void setRowkeyExpress(String rowkeyExpress) { + format.rowkeyExpress = rowkeyExpress; + } + + public void setVersionColumnIndex(Integer versionColumnIndex) { + format.versionColumnIndex = versionColumnIndex; + } + + public void setVersionColumnValues(String versionColumnValue) { + format.versionColumnValue = versionColumnValue; + } + + public void setEncoding(String encoding) { + if(StringUtils.isEmpty(encoding)) { + format.encoding = HbaseConfigConstants.DEFAULT_ENCODING; + } else { + format.encoding = encoding; + } + } + + public void setWriteBufferSize(Long writeBufferSize) { + if(writeBufferSize == null || writeBufferSize.longValue() == 0L) { + format.writeBufferSize = HbaseConfigConstants.DEFAULT_WRITE_BUFFER_SIZE; + } else { + format.writeBufferSize = writeBufferSize; + } + } + + public void setNullMode(String nullMode) { + if(StringUtils.isEmpty(nullMode)) { + format.nullMode = HbaseConfigConstants.DEFAULT_NULL_MODE; + } else { + format.nullMode = nullMode; + } + } + + public void setWalFlag(Boolean walFlag) { + if(walFlag == null) { + format.walFlag = false; + } else { + format.walFlag = walFlag; + } + } + + @Override + protected void checkFormat() { + Preconditions.checkArgument(StringUtils.isNotEmpty(format.tableName)); + Preconditions.checkNotNull(format.hbaseConfig); + Preconditions.checkNotNull(format.columnNames); + Preconditions.checkNotNull(format.columnTypes); + Preconditions.checkNotNull(format.rowkeyExpress); + + if (format.getRestoreConfig() != null && format.getRestoreConfig().isRestore()){ + throw new UnsupportedOperationException("This plugin not support restore from failed state"); + } + + notSupportBatchWrite("HbaseWriter"); + } +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/ConstantFunction.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/ConstantFunction.java new file mode 100644 index 0000000000..983a38870f --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/ConstantFunction.java @@ -0,0 +1,45 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.hbase2.writer.function; + +/** + * @author jiangbo + * @date 2019/7/25 + */ +public class ConstantFunction implements IFunction { + + private Object value; + + public ConstantFunction() { + } + + public ConstantFunction(Object value) { + this.value = value; + } + + @Override + public String evaluate(Object val) { + return String.valueOf(value); + } + + public void setValue(Object value) { + this.value = value; + } +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionFactory.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionFactory.java new file mode 100644 index 0000000000..21390d7c97 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionFactory.java @@ -0,0 +1,52 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.writer.function; + +import org.apache.commons.lang.StringUtils; + +/** + * @company: www.dtstack.com + * @author: toutian + * @create: 2019/7/23 + */ +public class FunctionFactory { + + public static IFunction createFuntion(String functionName) { + if (StringUtils.isBlank(functionName)) { + throw new UnsupportedOperationException("function name can't be null!"); + } + + IFunction function = null; + switch (functionName.toUpperCase()) { + case "MD5": + function = new Md5Function(); + break; + case "STRING": + function = new StringFunction(); + break; + case "CONSTANT": + function = new ConstantFunction(); + break; + default: + throw new UnsupportedOperationException(String.format("function name[%s] don't exist!", functionName)); + } + return function; + } + +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionParser.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionParser.java new file mode 100644 index 0000000000..e28b6e54b4 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionParser.java @@ -0,0 +1,180 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.hbase2.writer.function; + + +import org.apache.commons.lang.StringUtils; + +import java.util.ArrayList; +import java.util.List; +import java.util.regex.Matcher; +import java.util.regex.Pattern; + +/** + * @author jiangbo + * @date 2019/7/24 + */ +public class FunctionParser { + + private static final String COL_REGEX = "\\$\\([^\\(\\)]+?\\)"; + private static Pattern COL_PATTERN = Pattern.compile(COL_REGEX); + + private static String LEFT_KUO = "("; + private static String RIGHT_KUO = ")"; + private static String DELIM = "_"; + + public static List parseRowKeyCol(String express){ + List columnNames = new ArrayList<>(); + Matcher matcher = COL_PATTERN.matcher(express); + while (matcher.find()) { + String colExpre = matcher.group(); + String col = colExpre.substring(colExpre.indexOf(LEFT_KUO)+1, colExpre.indexOf(RIGHT_KUO)); + columnNames.add(col); + } + + return columnNames; + } + + public static FunctionTree parse(String express){ + if(StringUtils.isEmpty(express)){ + throw new RuntimeException("Row key column express can not be null"); + } + + if(StringUtils.isEmpty(express.trim())){ + throw new RuntimeException("Row key column express can not be empty"); + } + + express = replaceColToStringFunc(express); + + FunctionTree root = new FunctionTree(); + root.setFunction(new StringFunction()); + + if(express.startsWith(DELIM)){ + FunctionTree child = new FunctionTree(); + child.setFunction(new ConstantFunction("")); + root.addInputFunction(child); + express = express.substring(1); + } + + parseFunction(root, express); + + if(express.endsWith(DELIM)){ + FunctionTree child = new FunctionTree(); + child.setFunction(new ConstantFunction("")); + root.addInputFunction(child); + } + + return root; + } + + private static void parseFunction(FunctionTree root, String express){ + int leftBracketsIndex = express.indexOf("("); + if (leftBracketsIndex == -1){ + root.setColumnName(express); + } else { + int rightBracketsIndex = findRightBrackets(leftBracketsIndex, express); + if(rightBracketsIndex == -1){ + throw new IllegalArgumentException("Illegal express:" + express); + } + + String value = express.substring(0, leftBracketsIndex); + if(StringUtils.isEmpty(value)){ + throw new IllegalArgumentException("Parse function from express fail,function name can not be empty"); + } + + if(value.startsWith(DELIM)){ + value = value.substring(1); + } + + String[] splits = value.split(DELIM); + for (int i = 0; i < splits.length-1; i++) { + FunctionTree child = new FunctionTree(); + child.setFunction(new ConstantFunction(splits[i])); + root.addInputFunction(child); + } + + FunctionTree child = new FunctionTree(); + child.setFunction(FunctionFactory.createFuntion(splits[splits.length -1 ])); + root.addInputFunction(child); + + String subExpress = express.substring(leftBracketsIndex+1, rightBracketsIndex); + parseFunction(child, subExpress); + + String leftExpress = express.substring(rightBracketsIndex+1); + processLeftExpress(leftExpress, root); + } + } + + private static void processLeftExpress(String leftExpress, FunctionTree root){ + if(StringUtils.isEmpty(leftExpress)){ + return; + } + + if (leftExpress.contains(LEFT_KUO)) { + parseFunction(root, leftExpress); + } else { + if(leftExpress.startsWith(DELIM)){ + leftExpress = leftExpress.substring(1); + } + + if(StringUtils.isEmpty(leftExpress)){ + return; + } + + String[] splits = leftExpress.split(DELIM); + for (int i = 0; i < splits.length; i++) { + FunctionTree child = new FunctionTree(); + child.setFunction(new ConstantFunction(splits[i])); + root.addInputFunction(child); + } + } + } + + private static int findRightBrackets(int startIndex, String express){ + boolean hasMeddleBrackets = false; + for (int i = startIndex+1; i < express.length(); i++) { + char c = express.charAt(i); + if('(' == c){ + hasMeddleBrackets = true; + } + + if(')' == c){ + if(hasMeddleBrackets){ + hasMeddleBrackets = false; + } else { + return i; + } + } + } + + return -1; + } + + public static String replaceColToStringFunc(String express){ + Matcher matcher = COL_PATTERN.matcher(express); + while (matcher.find()) { + String columnExpress = matcher.group(); + String column = columnExpress.substring(2, columnExpress.length() - 1); + express = express.replace(columnExpress, String.format("string(%s)", column)); + } + + return express; + } +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionTree.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionTree.java new file mode 100644 index 0000000000..de4c1bc45e --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/FunctionTree.java @@ -0,0 +1,80 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + + +package com.dtstack.flinkx.hbase2.writer.function; + +import com.google.common.collect.Lists; +import org.apache.commons.collections.CollectionUtils; +import org.apache.commons.collections.MapUtils; +import org.apache.commons.lang.StringUtils; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; + +/** + * @author jiangbo + * @date 2019/7/24 + */ +public class FunctionTree { + + private String columnName; + + private IFunction function; + + private List inputFunctions = Lists.newArrayList(); + + public String evaluate(Map nameValueMap) throws Exception{ + if(StringUtils.isNotEmpty(columnName) && MapUtils.isNotEmpty(nameValueMap)){ + return function.evaluate(nameValueMap.get(columnName)); + } + + if(CollectionUtils.isNotEmpty(inputFunctions)){ + List subTaskVal = new ArrayList<>(); + for (FunctionTree inputFunction : inputFunctions) { + subTaskVal.add(inputFunction.evaluate(nameValueMap)); + } + + return function.evaluate(StringUtils.join(subTaskVal, "_")); + } else { + return function.evaluate(null); + } + } + + public void addInputFunction(FunctionTree inputFunction){ + inputFunctions.add(inputFunction); + } + + public String getColumnName() { + return columnName; + } + + public void setColumnName(String columnName) { + this.columnName = columnName; + } + + public IFunction getFunction() { + return function; + } + + public void setFunction(IFunction function) { + this.function = function; + } + +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/IFunction.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/IFunction.java new file mode 100644 index 0000000000..5044086a76 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/IFunction.java @@ -0,0 +1,36 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.writer.function; + +/** + * @company: www.dtstack.com + * @author: toutian + * @create: 2019/7/23 + */ +public interface IFunction { + + /** + * 具体的计算方法 + * + * @param val 输入参数 + * @return 计算结果 + * @throws Exception 捕获的异常，异常类型不确定 + */ + String evaluate(Object val) throws Exception; +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/Md5Function.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/Md5Function.java new file mode 100644 index 0000000000..17c18a8ede --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/Md5Function.java @@ -0,0 +1,34 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.writer.function; + +import com.dtstack.flinkx.util.Md5Util; + +/** + * @company: www.dtstack.com + * @author: toutian + * @create: 2019/7/23 + */ +public class Md5Function implements IFunction { + + @Override + public String evaluate(Object str) throws Exception{ + return Md5Util.getMd5(str.toString()); + } +} diff --git a/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/StringFunction.java b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/StringFunction.java new file mode 100644 index 0000000000..24afe1b8e6 --- /dev/null +++ b/flinkx-hbase2/flinkx-hbase-writer2/src/main/java/com/dtstack/flinkx/hbase2/writer/function/StringFunction.java @@ -0,0 +1,32 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.hbase2.writer.function; + +/** + * @company: www.dtstack.com + * @author: toutian + * @create: 2019/7/23 + */ +public class StringFunction implements IFunction { + + @Override + public String evaluate(Object str) { + return str.toString(); + } +} diff --git a/flinkx-hbase2/pom.xml b/flinkx-hbase2/pom.xml index 001e91c782..d55bcc0443 100644 --- a/flinkx-hbase2/pom.xml +++ b/flinkx-hbase2/pom.xml @@ -14,6 +14,7 @@ flinkx-hbase-core2 flinkx-hbase-reader2 + flinkx-hbase-writer2 From e8bc40fa7a3130dedfe3f08e9f4b5e2c38bc371f Mon Sep 17 00:00:00 2001 From: chenyishuai Date: Thu, 25 Nov 2021 10:07:18 +0800 Subject: [PATCH 125/136] =?UTF-8?q?[feat-543][core]=20core=E6=A8=A1?= =?UTF-8?q?=E5=9D=97=E5=A2=9E=E5=8A=A0=E6=94=AF=E6=8C=81s3=E5=8D=8F?= =?UTF-8?q?=E8=AE=AE,=20=E4=B8=BA=E6=89=A9=E5=B1=95=E5=AF=B9=E8=B1=A1?= =?UTF-8?q?=E5=AD=98=E5=82=A8=E5=8A=9F=E8=83=BD=E5=81=9A=E9=93=BA=E5=9E=AB?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../main/java/com/dtstack/flinkx/constants/ConstantValue.java | 1 + 1 file changed, 1 insertion(+) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index b996539e7f..d21116dbff 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -47,6 +47,7 @@ public class ConstantValue { public static final String KEY_HTTP = "http"; + public static final String PROTOCOL_S3A = "s3a://"; public static final String PROTOCOL_HTTP = "http://"; public static final String PROTOCOL_HTTPS = "https://"; public static final String PROTOCOL_HDFS = "hdfs://"; From 67d0655235680763f31fd553ce3a5fa3f2b87f93 Mon Sep 17 00:00:00 2001 From: chenyishuai Date: Tue, 7 Dec 2021 10:06:42 +0800 Subject: [PATCH 126/136] =?UTF-8?q?[feat-553][oss]=20=E5=A2=9E=E5=8A=A0?= =?UTF-8?q?=E5=AE=9E=E7=8E=B0oss-writer?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../flinkx/constants/ConstantValue.java | 1 + flinkx-oss/flinkx-oss-core/pom.xml | 133 +++++++ .../com/dtstack/flinkx/oss/ECompressType.java | 98 +++++ .../com/dtstack/flinkx/oss/OssConfigKeys.java | 63 +++ .../java/com/dtstack/flinkx/oss/OssUtil.java | 202 ++++++++++ .../com/dtstack/flinkx/oss/util/StrUtil.java | 185 +++++++++ .../apache/hadoop/hive/shims/ShimLoader.java | 103 +++++ flinkx-oss/flinkx-oss-writer/pom.xml | 148 +++++++ .../oss/writer/BaseOssOutputFormat.java | 361 ++++++++++++++++++ .../oss/writer/OssOutputFormatBuilder.java | 101 +++++ .../oss/writer/OssTextOutputFormat.java | 257 +++++++++++++ .../dtstack/flinkx/oss/writer/OssWriter.java | 173 +++++++++ flinkx-oss/pom.xml | 28 ++ pom.xml | 2 + 14 files changed, 1855 insertions(+) create mode 100644 flinkx-oss/flinkx-oss-core/pom.xml create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/ECompressType.java create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssConfigKeys.java create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssUtil.java create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/util/StrUtil.java create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java create mode 100644 flinkx-oss/flinkx-oss-writer/pom.xml create mode 100644 flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/BaseOssOutputFormat.java create mode 100644 flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssOutputFormatBuilder.java create mode 100644 flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssTextOutputFormat.java create mode 100644 flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssWriter.java create mode 100644 flinkx-oss/pom.xml diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index b996539e7f..d21116dbff 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -47,6 +47,7 @@ public class ConstantValue { public static final String KEY_HTTP = "http"; + public static final String PROTOCOL_S3A = "s3a://"; public static final String PROTOCOL_HTTP = "http://"; public static final String PROTOCOL_HTTPS = "https://"; public static final String PROTOCOL_HDFS = "hdfs://"; diff --git a/flinkx-oss/flinkx-oss-core/pom.xml b/flinkx-oss/flinkx-oss-core/pom.xml new file mode 100644 index 0000000000..50f7fcc952 --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/pom.xml @@ -0,0 +1,133 @@ + + + + flinkx-oss + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-oss-core + + + + com.amazonaws + aws-java-sdk-s3 + 1.11.689 + + + + com.amazonaws + aws-java-sdk-dynamodb + 1.11.689 + + + + commons-lang + commons-lang + 2.6 + provided + + + + org.apache.hadoop + hadoop-aws + 3.1.0 + + + com.amazonaws + aws-java-sdk-bundle + + + + + + org.apache.hive + hive-exec + ${hive.version} + + + calcite-core + org.apache.calcite + + + calcite-avatica + org.apache.calcite + + + derby + org.apache.derby + + + org.xerial.snappy + snappy-java + + + com.fasterxml.jackson.core + jackson-databind + + + com.fasterxml.jackson.core + jackson-annotations + + + com.fasterxml.jackson.core + jackson-core + + + + + + org.apache.hive + hive-serde + ${hive.version} + + + org.apache.hadoop + hadoop-common + + + org.apache.hadoop + hadoop-yarn-api + + + org.xerial.snappy + snappy-java + + + com.fasterxml.jackson.core + jackson-databind + + + com.fasterxml.jackson.core + jackson-annotations + + + com.fasterxml.jackson.core + jackson-core + + + + + + parquet-hadoop + org.apache.parquet + 1.8.3 + + + org.xerial.snappy + snappy-java + + + + + + org.xerial.snappy + snappy-java + 1.1.4 + + + + \ No newline at end of file diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/ECompressType.java b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/ECompressType.java new file mode 100644 index 0000000000..761790580a --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/ECompressType.java @@ -0,0 +1,98 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss; + +import org.apache.commons.lang.StringUtils; + +/** + * @author wangyulei + * @date 2021-06-29 + */ +public enum ECompressType { + + /** + * text file + */ + TEXT_GZIP("GZIP", "text", ".gz", 0.331F), + TEXT_BZIP2("BZIP2", "text", ".bz2", 0.259F), + TEXT_LZO("LZO", "text", ".lzo", 1.0F), + TEXT_NONE("NONE", "text", "", 0.637F), + + /** + * orc file + */ + ORC_SNAPPY("SNAPPY", "orc", ".snappy", 0.233F), + ORC_GZIP("GZIP", "orc", ".gz", 1.0F), + ORC_BZIP("BZIP", "orc", ".bz", 1.0F), + ORC_LZ4("LZ4", "orc", ".lz4", 1.0F), + ORC_NONE("NONE", "orc", "", 0.233F), + + /** + * parquet file + */ + PARQUET_SNAPPY("SNAPPY", "parquet", ".snappy", 0.274F), + PARQUET_GZIP("GZIP", "parquet", ".gz", 1.0F), + PARQUET_LZO("LZO", "parquet", ".lzo", 1.0F), + PARQUET_NONE("NONE", "parquet", "", 1.0F); + + private String type; + + private String fileType; + + private String suffix; + + private float deviation; + + ECompressType(String type, String fileType, String suffix, float deviation) { + this.type = type; + this.fileType = fileType; + this.suffix = suffix; + this.deviation = deviation; + } + + public static ECompressType getByTypeAndFileType(String type, String fileType){ + if (StringUtils.isEmpty(type)) { + type = "NONE"; + } + + for (ECompressType value : ECompressType.values()) { + if (value.getType().equalsIgnoreCase(type) && value.getFileType().equalsIgnoreCase(fileType)){ + return value; + } + } + + throw new IllegalArgumentException("No enum constant " + type); + } + + public String getType() { + return type; + } + + public String getFileType() { + return fileType; + } + + public String getSuffix() { + return suffix; + } + + public float getDeviation() { + return deviation; + } +} diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssConfigKeys.java b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssConfigKeys.java new file mode 100644 index 0000000000..cb16edac70 --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssConfigKeys.java @@ -0,0 +1,63 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss; + +/** + * @author wangyulei + * @date 2021-06-28 + */ +public class OssConfigKeys { + public static final String KEY_FIELD_DELIMITER = "fieldDelimiter"; + + public static final String KEY_ACCESS_KEY = "accessKey"; + + public static final String KEY_SECRET_KEY = "secretKey"; + + public static final String KEY_ENDPOINT = "endpoint"; + + public static final String KEY_PATH = "path"; + + public static final String KEY_FILTER = "filterRegex"; + + public static final String KEY_FILE_TYPE = "fileType"; + + public static final String KEY_WRITE_MODE = "writeMode"; + + public static final String KEY_FULL_COLUMN_NAME_LIST = "fullColumnName"; + + public static final String KEY_FULL_COLUMN_TYPE_LIST = "fullColumnType"; + + public static final String KEY_COLUMN_NAME = "name"; + + public static final String KEY_COLUMN_TYPE = "type"; + + public static final String KEY_COMPRESS = "compress"; + + public static final String KEY_FILE_NAME = "fileName"; + + public static final String KEY_ENCODING = "encoding"; + + public static final String KEY_ROW_GROUP_SIZE = "rowGroupSize"; + + public static final String KEY_MAX_FILE_SIZE = "maxFileSize"; + + public static final String KEY_FLUSH_INTERVAL = "flushInterval"; + + public static final String KEY_ENABLE_DICTIONARY = "enableDictionary"; +} diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssUtil.java b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssUtil.java new file mode 100644 index 0000000000..bbc3d1667a --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssUtil.java @@ -0,0 +1,202 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss; + +import com.dtstack.flinkx.enums.ColumnType; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe; +import org.apache.hadoop.hive.serde2.io.DateWritable; +import org.apache.hadoop.hive.serde2.io.HiveDecimalWritable; +import org.apache.hadoop.hive.serde2.io.TimestampWritable; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory; +import org.apache.hadoop.io.*; +import org.apache.parquet.io.api.Binary; + + +/** + * Utilities for OssReader and OssWriter + * + * @author wangyulei + * @date 2021-06-29 + */ +public class OssUtil { + + public static final String NULL_VALUE = "\\N"; + + private static final long NANO_SECONDS_PER_DAY = 86400_000_000_000L; + + private static final long JULIAN_EPOCH_OFFSET_DAYS = 2440588; + + private static final double SCALE_TWO = 2.0; + private static final double SCALE_TEN = 10.0; + private static final int BIT_SIZE = 8; + + public static Object getWritableValue(Object writable) { + Class clz = writable.getClass(); + Object ret = null; + + if (clz == IntWritable.class) { + ret = ((IntWritable) writable).get(); + } else if (clz == Text.class) { + ret = ((Text) writable).toString(); + } else if (clz == LongWritable.class) { + ret = ((LongWritable) writable).get(); + } else if (clz == ByteWritable.class) { + ret = ((ByteWritable) writable).get(); + } else if (clz == DateWritable.class) { + ret = ((DateWritable) writable).get(); + } else if (writable instanceof DoubleWritable){ + ret = ((DoubleWritable) writable).get(); + } else if (writable instanceof TimestampWritable){ + ret = ((TimestampWritable) writable).getTimestamp(); + } else if (writable instanceof DateWritable){ + ret = ((DateWritable) writable).get(); + } else if (writable instanceof FloatWritable){ + ret = ((FloatWritable) writable).get(); + } else if (writable instanceof BooleanWritable){ + ret = ((BooleanWritable) writable).get(); + } else { + ret = writable.toString(); + } + return ret; + } + + public static ObjectInspector columnTypeToObjectInspetor(ColumnType columnType) { + ObjectInspector objectInspector = null; + switch (columnType) { + case TINYINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Byte.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case SMALLINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Short.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case INT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Integer.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BIGINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Long.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case FLOAT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Float.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DOUBLE: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Double.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DECIMAL: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(HiveDecimalWritable.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case TIMESTAMP: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(java.sql.Timestamp.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DATE: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(java.sql.Date.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case STRING: + case VARCHAR: + case CHAR: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(String.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BOOLEAN: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Boolean.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BINARY: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(BytesWritable.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + default: + throw new IllegalArgumentException("You should not be here"); + } + return objectInspector; + } + + + public static Binary decimalToBinary(final HiveDecimal hiveDecimal, int prec, int scale) { + byte[] decimalBytes = hiveDecimal.setScale(scale).unscaledValue().toByteArray(); + + // Estimated number of bytes needed. + int precToBytes = ParquetHiveSerDe.PRECISION_TO_BYTE_COUNT[prec - 1]; + if (precToBytes == decimalBytes.length) { + // No padding needed. + return Binary.fromReusedByteArray(decimalBytes); + } + + byte[] tgt = new byte[precToBytes]; + if (hiveDecimal.signum() == -1) { + // For negative number, initializing bits to 1 + for (int i = 0; i < precToBytes; i++) { + tgt[i] |= 0xFF; + } + } + + // Padding leading zeroes/ones. + System.arraycopy(decimalBytes, 0, tgt, precToBytes - decimalBytes.length, decimalBytes.length); + return Binary.fromReusedByteArray(tgt); + } + + public static int computeMinBytesForPrecision(int precision){ + int numBytes = 1; + while (Math.pow(SCALE_TWO, BIT_SIZE * numBytes - 1.0) < Math.pow(SCALE_TEN, precision)) { + numBytes += 1; + } + return numBytes; + } + + public static byte[] longToByteArray(long data){ + long nano = data * 1000_000; + + int julianDays = (int) ((nano / NANO_SECONDS_PER_DAY) + JULIAN_EPOCH_OFFSET_DAYS); + byte[] julianDaysBytes = getBytes(julianDays); + flip(julianDaysBytes); + + long lastDayNanos = nano % NANO_SECONDS_PER_DAY; + byte[] lastDayNanosBytes = getBytes(lastDayNanos); + flip(lastDayNanosBytes); + + byte[] dst = new byte[12]; + + System.arraycopy(lastDayNanosBytes, 0, dst, 0, 8); + System.arraycopy(julianDaysBytes, 0, dst, 8, 4); + + return dst; + } + + private static byte[] getBytes(long i) { + byte[] bytes=new byte[8]; + bytes[0] = (byte)((i >> 56) & 0xFF); + bytes[1] = (byte)((i >> 48) & 0xFF); + bytes[2] = (byte)((i >> 40) & 0xFF); + bytes[3] = (byte)((i >> 32) & 0xFF); + bytes[4] = (byte)((i >> 24) & 0xFF); + bytes[5] = (byte)((i >> 16) & 0xFF); + bytes[6] = (byte)((i >> 8) & 0xFF); + bytes[7] = (byte)(i & 0xFF); + return bytes; + } + + /** + * @param bytes + */ + private static void flip(byte[] bytes) { + for (int i = 0, j = bytes.length-1; i < j; i++, j--) { + byte t = bytes[i]; + bytes[i] = bytes[j]; + bytes[j] = t; + } + } +} diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/util/StrUtil.java b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/util/StrUtil.java new file mode 100644 index 0000000000..68638c2952 --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/util/StrUtil.java @@ -0,0 +1,185 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss.util; + +/** + * + * @author wangyulei + * @date 2021-06-29 + */ +public class StrUtil { + /** + *

Check if a String starts with a specified prefix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case sensitive.

+ * + * 
+     * StringUtils.startsWith(null, null)      = true
+     * StringUtils.startsWith(null, "abc")     = false
+     * StringUtils.startsWith("abcdef", null)  = false
+     * StringUtils.startsWith("abcdef", "abc") = true
+     * StringUtils.startsWith("ABCDEF", "abc") = false
+     *
+ * + * @see java.lang.String#startsWith(String) + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @return true if the String starts with the prefix, case sensitive, or + * both null + * @since 2.4 + */ + public static boolean startsWith(String str, String prefix) { + return startsWith(str, prefix, false); + } + + /** + *

Case insensitive check if a String starts with a specified prefix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case insensitive.

+ * + * 
+     * StringUtils.startsWithIgnoreCase(null, null)      = true
+     * StringUtils.startsWithIgnoreCase(null, "abc")     = false
+     * StringUtils.startsWithIgnoreCase("abcdef", null)  = false
+     * StringUtils.startsWithIgnoreCase("abcdef", "abc") = true
+     * StringUtils.startsWithIgnoreCase("ABCDEF", "abc") = true
+     *
+ * + * @see java.lang.String#startsWith(String) + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @return true if the String starts with the prefix, case insensitive, or + * both null + * @since 2.4 + */ + public static boolean startsWithIgnoreCase(String str, String prefix) { + return startsWith(str, prefix, true); + } + + /** + *

Check if a String starts with a specified prefix (optionally case insensitive).

+ * + * @see java.lang.String#startsWith(String) + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @param ignoreCase inidicates whether the compare should ignore case + * (case insensitive) or not. + * @return true if the String starts with the prefix or + * both null + */ + private static boolean startsWith(String str, String prefix, boolean ignoreCase) { + if (str == null || prefix == null) { + return (str == null && prefix == null); + } + if (prefix.length() > str.length()) { + return false; + } + return str.regionMatches(ignoreCase, 0, prefix, 0, prefix.length()); + } + + /** + *

Check if a String ends with a specified suffix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case sensitive.

+ * + * 
+     * StringUtils.endsWith(null, null)      = true
+     * StringUtils.endsWith(null, "def")     = false
+     * StringUtils.endsWith("abcdef", null)  = false
+     * StringUtils.endsWith("abcdef", "def") = true
+     * StringUtils.endsWith("ABCDEF", "def") = false
+     * StringUtils.endsWith("ABCDEF", "cde") = false
+     *
+ * + * @see java.lang.String#endsWith(String) + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @return true if the String ends with the suffix, case sensitive, or + * both null + * @since 2.4 + */ + public static boolean endsWith(String str, String suffix) { + return endsWith(str, suffix, false); + } + + /** + *

Case insensitive check if a String ends with a specified suffix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case insensitive.

+ * + * 
+     * StringUtils.endsWithIgnoreCase(null, null)      = true
+     * StringUtils.endsWithIgnoreCase(null, "def")     = false
+     * StringUtils.endsWithIgnoreCase("abcdef", null)  = false
+     * StringUtils.endsWithIgnoreCase("abcdef", "def") = true
+     * StringUtils.endsWithIgnoreCase("ABCDEF", "def") = true
+     * StringUtils.endsWithIgnoreCase("ABCDEF", "cde") = false
+     *
+ * + * @see java.lang.String#endsWith(String) + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @return true if the String ends with the suffix, case insensitive, or + * both null + * @since 2.4 + */ + public static boolean endsWithIgnoreCase(String str, String suffix) { + return endsWith(str, suffix, true); + } + + /** + *

Check if a String ends with a specified suffix (optionally case insensitive).

+ * + * @see java.lang.String#endsWith(String) + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @param ignoreCase inidicates whether the compare should ignore case + * (case insensitive) or not. + * @return true if the String starts with the prefix or + * both null + */ + private static boolean endsWith(String str, String suffix, boolean ignoreCase) { + if (str == null || suffix == null) { + return (str == null && suffix == null); + } + if (suffix.length() > str.length()) { + return false; + } + int strOffset = str.length() - suffix.length(); + return str.regionMatches(ignoreCase, strOffset, suffix, 0, suffix.length()); + } + + public static Boolean parseBoolean(String str) { + if (null == str || "null".equalsIgnoreCase(str)) { + return Boolean.FALSE; + } + + if ("1".equals(str)) { + return Boolean.TRUE; + } else if ("0".equals(str)) { + return Boolean.FALSE; + } else { + return Boolean.parseBoolean(str); + } + } +} diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java b/flinkx-oss/flinkx-oss-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java new file mode 100644 index 0000000000..11c91dfb2f --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java @@ -0,0 +1,103 @@ +// +// Source code recreated from a .class file by IntelliJ IDEA +// (powered by FernFlower decompiler) +// + +package org.apache.hadoop.hive.shims; + +import org.apache.hadoop.util.VersionInfo; +import org.apache.log4j.AppenderSkeleton; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.HashMap; +import java.util.Map; + +public abstract class ShimLoader { + private static final Logger LOG = LoggerFactory.getLogger(ShimLoader.class); + public static final String HADOOP23VERSIONNAME = "0.23"; + private static volatile HadoopShims hadoopShims; + private static JettyShims jettyShims; + private static AppenderSkeleton eventCounter; + private static SchedulerShim schedulerShim; + private static final HashMap HADOOP_SHIM_CLASSES = new HashMap(); + private static final HashMap EVENT_COUNTER_SHIM_CLASSES; + private static final HashMap HADOOP_THRIFT_AUTH_BRIDGE_CLASSES; + private static final String SCHEDULER_SHIM_CLASSE = "org.apache.hadoop.hive.schshim.FairSchedulerShim"; + + public static HadoopShims getHadoopShims() { + if (hadoopShims == null) { + Class var0 = ShimLoader.class; + synchronized(ShimLoader.class) { + if (hadoopShims == null) { + try { + hadoopShims = (HadoopShims)loadShims(HADOOP_SHIM_CLASSES, HadoopShims.class); + } catch (Throwable var3) { + LOG.error("Error loading shims", var3); + throw new RuntimeException(var3); + } + } + } + } + + return hadoopShims; + } + + public static synchronized AppenderSkeleton getEventCounter() { + if (eventCounter == null) { + eventCounter = (AppenderSkeleton)loadShims(EVENT_COUNTER_SHIM_CLASSES, AppenderSkeleton.class); + } + + return eventCounter; + } + + public static synchronized SchedulerShim getSchedulerShims() { + if (schedulerShim == null) { + schedulerShim = (SchedulerShim)createShim("org.apache.hadoop.hive.schshim.FairSchedulerShim", SchedulerShim.class); + } + + return schedulerShim; + } + + private static T loadShims(Map classMap, Class xface) { + String vers = getMajorVersion(); + String className = (String)classMap.get(vers); + return createShim(className, xface); + } + + private static T createShim(String className, Class xface) { + try { + Class clazz = Class.forName(className); + return xface.cast(clazz.newInstance()); + } catch (Exception var3) { + throw new RuntimeException("Could not load shims in class " + className, var3); + } + } + + public static String getMajorVersion() { + String vers = VersionInfo.getVersion(); + String[] parts = vers.split("\\."); + if (parts.length < 2) { + throw new RuntimeException("Illegal Hadoop Version: " + vers + " (expected A.B.* format)"); + } else { + switch(Integer.parseInt(parts[0])) { + case 2: + case 3: + return "0.23"; + default: + throw new IllegalArgumentException("Unrecognized Hadoop major version number: " + vers); + } + } + } + + private ShimLoader() { + } + + static { + HADOOP_SHIM_CLASSES.put("0.23", "org.apache.hadoop.hive.shims.Hadoop23Shims"); + EVENT_COUNTER_SHIM_CLASSES = new HashMap(); + EVENT_COUNTER_SHIM_CLASSES.put("0.23", "org.apache.hadoop.log.metrics.EventCounter"); + HADOOP_THRIFT_AUTH_BRIDGE_CLASSES = new HashMap(); + HADOOP_THRIFT_AUTH_BRIDGE_CLASSES.put("0.23", "org.apache.hadoop.hive.thrift.HadoopThriftAuthBridge23"); + } +} \ No newline at end of file diff --git a/flinkx-oss/flinkx-oss-writer/pom.xml b/flinkx-oss/flinkx-oss-writer/pom.xml new file mode 100644 index 0000000000..963060549d --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/pom.xml @@ -0,0 +1,148 @@ + + + + flinkx-oss + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-oss-writer + + + + + org.anarres.lzo + lzo-core + 1.0.2 + + + org.anarres.lzo + lzo-hadoop + 1.0.5 + + + hadoop-core + org.apache.hadoop + + + + + + com.dtstack.flinkx + flinkx-oss-core + 1.6 + + + httpcore + org.apache.httpcomponents + + + httpclient + org.apache.httpcomponents + + + + + + httpcore + org.apache.httpcomponents + 4.4.5 + + + + httpclient + org.apache.httpcomponents + 4.5.2 + + + com.dtstack.flinkx + flinkx-oss-core + 1.6 + compile + + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + ch.qos.logback:* + com.google.code.gson:* + com.data-artisans:* + org.scala-lang:* + io.netty:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/BaseOssOutputFormat.java b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/BaseOssOutputFormat.java new file mode 100644 index 0000000000..c6a12168b2 --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/BaseOssOutputFormat.java @@ -0,0 +1,361 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss.writer; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.outputformat.BaseFileOutputFormat; +import com.dtstack.flinkx.util.ColumnTypeUtil; +import com.dtstack.flinkx.util.SysUtil; +import com.google.gson.Gson; +import org.apache.commons.lang3.StringUtils; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.FileStatus; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.fs.PathFilter; + +import java.io.IOException; +import java.util.List; +import java.util.Map; + + +/** + * The oss implementation of OutputFormat + * + * @author wangyulei + * @date 2021-06-30 + */ +public abstract class BaseOssOutputFormat extends BaseFileOutputFormat { + + private static final int FILE_NAME_PART_SIZE = 3; + + protected int rowGroupSize; + + protected FileSystem fs; + + protected String endpoint; + + protected String accessKey; + + protected String secretKey; + + protected List columnTypes; + + protected List columnNames; + + protected List fullColumnNames; + + protected List fullColumnTypes; + + protected String delimiter; + + protected int[] colIndices; + + protected Configuration conf; + + protected boolean enableDictionary; + + protected transient Map decimalColInfo; + + /** + * 如果key为string类型的值是map 或者 list 会使用gson转为json格式存入 + */ + protected transient Gson gson; + + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException { + gson = new Gson(); + + initColIndices(); + super.openInternal(taskNumber, numTasks); + } + + @Override + protected void checkOutputDir() { + try { + Path dir = new Path(outputFilePath); + + if (fs.exists(dir)) { + if (fs.getFileStatus(dir).isFile()) { + throw new RuntimeException("Can't write new files under common file: " + dir + "\n" + + "One can only write new files under directories"); + } + } else { + if (!makeDir) { + throw new RuntimeException("Output path not exists:" + outputFilePath); + } + } + } catch (IOException e){ + throw new RuntimeException("Check output path error", e); + } + } + + @Override + protected void createActionFinishedTag() { + try { + if (fs.createNewFile(new Path(actionFinishedTag))) { + LOG.info("Success to create action finished tag:{}", actionFinishedTag); + } else { + LOG.warn("Failed to create action finished tag:{}", actionFinishedTag); + } + } catch (Exception e){ + throw new RuntimeException("create action finished tag error:", e); + } + } + + @Override + protected void waitForActionFinishedBeforeWrite() { + try { + Path path = new Path(actionFinishedTag); + boolean readyWrite = fs.exists(path); + int n = 0; + while (!readyWrite) { + if (n > SECOND_WAIT) { + throw new RuntimeException("Wait action finished before write timeout"); + } + + SysUtil.sleep(1000); + readyWrite = fs.exists(path); + n++; + } + } catch (Exception e) { + LOG.warn("Call method waitForActionFinishedBeforeWrite error", e); + } + } + + @Override + protected void cleanDirtyData() { + int fileIndex = formatState.getFileIndex(); + String lastJobId = formatState.getJobId(); + LOG.info("start to cleanDirtyData, fileIndex = {}, lastJobId = {}",fileIndex, lastJobId); + if (StringUtils.isBlank(lastJobId)) { + return; + } + + PathFilter filter = new PathFilter() { + @Override + public boolean accept(Path path) { + String fileName = path.getName(); + if (!fileName.contains(lastJobId)) { + return false; + } + + String[] splits = fileName.split("\\."); + if (splits.length == FILE_NAME_PART_SIZE) { + return Integer.parseInt(splits[2]) > fileIndex; + } + + return false; + } + }; + + try { + FileStatus[] dirtyData = fs.listStatus(new Path(outputFilePath), filter); + if (dirtyData != null && dirtyData.length > 0) { + for (FileStatus dirtyDatum : dirtyData) { + fs.delete(dirtyDatum.getPath(), false); + LOG.info("Delete dirty data file:{}", dirtyDatum.getPath()); + } + } + } catch (Exception e) { + LOG.error("Clean dirty data error:", e); + throw new RuntimeException(e); + } + } + + @Override + protected void openSource() throws IOException{ + try { + conf = new Configuration(); + conf.set("fs.s3a.impl", "org.apache.hadoop.fs.s3a.S3AFileSystem"); + conf.set("fs.file.impl", "org.apache.hadoop.fs.LocalFileSystem"); + conf.set("fs.s3a.connection.ssl.enabled", "false"); + conf.set("fs.s3a.path.style.access", "true"); + conf.set("fs.s3a.endpoint", endpoint); + conf.set("fs.s3a.access.key", accessKey); + conf.set("fs.s3a.secret.key", secretKey); + fs = new Path(path).getFileSystem(conf); + } catch (Exception e) { + LOG.error("Failed to get S3AFileSystem with exception : " + e.getMessage()); + throw new RuntimeException("Failed to get S3AFileSystem with exception", e); + } + } + + private void initColIndices() { + if (fullColumnNames == null || fullColumnNames.size() == 0) { + fullColumnNames = columnNames; + } + + if (fullColumnTypes == null || fullColumnTypes.size() == 0) { + fullColumnTypes = columnTypes; + } + + colIndices = new int[fullColumnNames.size()]; + for (int i = 0; i < fullColumnNames.size(); ++i) { + int j = 0; + for (; j < columnNames.size(); ++j) { + if (fullColumnNames.get(i).equalsIgnoreCase(columnNames.get(j))) { + colIndices[i] = j; + break; + } + } + if (j == columnNames.size()) { + colIndices[i] = -1; + } + } + } + + @Override + protected void moveTemporaryDataBlockFileToDirectory(){ + try { + if (currentBlockFileName != null && currentBlockFileName.startsWith(ConstantValue.POINT_SYMBOL)) { + Path src = new Path(tmpPath + SP + currentBlockFileName); + if (!fs.exists(src)) { + LOG.warn("block file {} not exists", currentBlockFileName); + return; + } + + String dataFileName = currentBlockFileName.replaceFirst("\\.",""); + Path dist = new Path(tmpPath + SP + dataFileName); + + if (fs.rename(src, dist)) { + LOG.info("Rename temporary data block file:{} to:{}", src, dist); + } else { + LOG.info("Failed to rename temporary data block file:{} to:{}", src, dist); + } + } + } catch (Exception e){ + LOG.error("Failed to rename file with exception : " + e.getMessage()); + throw new RuntimeException(e); + } + } + + @Override + protected void clearTemporaryDataFiles() throws IOException{ + Path finishedDir = null, tmpDir = null; + if (outputFilePath.endsWith("/")) { + finishedDir = new Path(outputFilePath, FINISHED_SUBDIR); + tmpDir = new Path(outputFilePath, DATA_SUBDIR); + } else { + finishedDir = new Path(outputFilePath + SP + FINISHED_SUBDIR); + tmpDir = new Path(outputFilePath + SP + DATA_SUBDIR); + } + + if (fs.delete(finishedDir, true)) { + LOG.info("Success to delete .finished dir:{}", finishedDir); + } else { + LOG.warn("Failed to delete .finished dir:{}", finishedDir); + } + + if (fs.delete(tmpDir, true)) { + LOG.info("Success to delete .data dir:{}", tmpDir); + } else { + LOG.warn("Failed to delete .data dir:{}", tmpDir); + } + } + + @Override + protected void closeSource() throws IOException { + if (fs != null) { + fs.close(); + } + } + + @Override + protected void createFinishedTag() throws IOException{ + if (fs != null) { + fs.createNewFile(new Path(finishedPath)); + LOG.info("Create finished tag dir:{}", finishedPath); + } + } + + @Override + protected void waitForAllTasksToFinish() throws IOException{ + Path finishedDir = new Path(outputFilePath + SP + FINISHED_SUBDIR); + final int maxRetryTime = 100; + int i = 0; + for (; i < maxRetryTime; ++i) { + if (fs.listStatus(finishedDir).length == numTasks) { + break; + } + SysUtil.sleep(3000); + } + + if (i == maxRetryTime) { + String subTaskDataPath = outputFilePath + SP + DATA_SUBDIR; + fs.delete(new Path(subTaskDataPath), true); + LOG.info("waitForAllTasksToFinish: delete path:[{}]", subTaskDataPath); + + fs.delete(finishedDir, true); + LOG.info("waitForAllTasksToFinish: delete finished dir:[{}]", finishedDir); + + throw new RuntimeException("timeout when gathering finish tags for each subtasks"); + } + } + + @Override + protected void coverageData() throws IOException{ + LOG.info("Overwrite the original data"); + + Path dir = new Path(outputFilePath); + if (!fs.exists(dir)) { + return; + } + + fs.delete(dir, true); + fs.mkdirs(dir); + } + + @Override + protected void moveTemporaryDataFileToDirectory() throws IOException { + PathFilter pathFilter = path -> path.getName().startsWith(String.valueOf(taskNumber)); + Path dir = new Path(outputFilePath); + Path tmpDir = new Path(tmpPath); + + FileStatus[] dataFiles = fs.listStatus(tmpDir, pathFilter); + for (FileStatus dataFile : dataFiles) { + if (fs.rename(dataFile.getPath(), new Path(dir, dataFile.getPath().getName()))) { + LOG.info("Rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } else { + LOG.info("Failed to rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } + } + } + + @Override + protected void moveAllTemporaryDataFileToDirectory() throws IOException { + PathFilter pathFilter = path -> !path.getName().startsWith("."); + Path dir = new Path(outputFilePath); + Path tmpDir = new Path(tmpPath); + + FileStatus[] dataFiles = fs.listStatus(tmpDir, pathFilter); + for (FileStatus dataFile : dataFiles) { + if (fs.rename(dataFile.getPath(), new Path(dir, dataFile.getPath().getName()))) { + LOG.info("Rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } else { + LOG.warn("Failed to rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } + } + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("OssWriter"); + } +} diff --git a/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssOutputFormatBuilder.java b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssOutputFormatBuilder.java new file mode 100644 index 0000000000..e4af3bca12 --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssOutputFormatBuilder.java @@ -0,0 +1,101 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss.writer; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.outputformat.FileOutputFormatBuilder; + +import java.util.List; + +/** + * The builder class of HdfsOutputFormat + * + * @author wangyulei + * @date 2021-06-30 + */ +public class OssOutputFormatBuilder extends FileOutputFormatBuilder { + + private BaseOssOutputFormat format; + + public OssOutputFormatBuilder(String type) { + switch (type.toUpperCase()) { + case "TEXT": + format = new OssTextOutputFormat(); + break; + default: + throw new IllegalArgumentException("Unsupported Oss file type: " + type); + } + + super.setFormat(format); + } + + public void setColumnNames(List columnNames) { + format.columnNames = columnNames; + } + + public void setColumnTypes(List columnTypes) { + format.columnTypes = columnTypes; + } + + public void setEndpoint(String endpoint) { + format.endpoint = endpoint; + } + + public void setAccessKey(String accessKey) { + format.accessKey = accessKey; + } + + public void setSecretKey(String secretKey) { + format.secretKey = secretKey; + } + + public void setFullColumnNames(List fullColumnNames) { + format.fullColumnNames = fullColumnNames; + } + + public void setDelimiter(String delimiter) { + format.delimiter = delimiter; + } + + public void setRowGroupSize(int rowGroupSize){ + format.rowGroupSize = rowGroupSize; + } + + public void setFullColumnTypes(List fullColumnTypes) { + format.fullColumnTypes = fullColumnTypes; + } + + public void setEnableDictionary(boolean enableDictionary) { + format.enableDictionary = enableDictionary; + } + + @Override + protected void checkFormat() { + super.checkFormat(); + + if (super.format.getPath() == null || super.format.getPath().length() == 0) { + throw new IllegalArgumentException("No valid path supplied."); + } + + if (!super.format.getPath().startsWith(ConstantValue.PROTOCOL_S3A)) { + throw new IllegalArgumentException("Path should start with s3a://"); + } + } + +} diff --git a/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssTextOutputFormat.java b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssTextOutputFormat.java new file mode 100644 index 0000000000..784bebd813 --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssTextOutputFormat.java @@ -0,0 +1,257 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss.writer; + +import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.oss.ECompressType; +import com.dtstack.flinkx.oss.OssUtil; +import com.dtstack.flinkx.oss.util.StrUtil; +import com.dtstack.flinkx.util.DateUtil; +import org.apache.commons.compress.compressors.bzip2.BZip2CompressorOutputStream; +import org.apache.commons.compress.compressors.gzip.GzipCompressorOutputStream; +import org.apache.flink.types.Row; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.io.compress.CompressionCodecFactory; + +import java.io.IOException; +import java.io.OutputStream; +import java.math.BigDecimal; +import java.math.BigInteger; +import java.sql.Timestamp; +import java.text.SimpleDateFormat; +import java.util.Date; +import java.util.List; +import java.util.Map; + +/** + * The builder class of OssOutputFormat writing text files + * + * @author wangyulei + * @date 2021-06-30 + */ +public class OssTextOutputFormat extends BaseOssOutputFormat { + + private static final int NEWLINE = 10; + private transient OutputStream stream; + + private static final int BUFFER_SIZE = 1000; + + @Override + public void flushDataInternal() throws IOException { + LOG.info("Close current text stream, write data size:[{}]", bytesWriteCounter.getLocalValue()); + + if (stream != null){ + stream.flush(); + stream.close(); + stream = null; + } + } + + @Override + public float getDeviation(){ + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + return compressType.getDeviation(); + } + + @Override + public String getExtension() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + return compressType.getSuffix(); + } + + @Override + protected void nextBlock(){ + super.nextBlock(); + + if (stream != null) { + return; + } + + try { + String currentBlockTmpPath = null; + if (tmpPath.endsWith("/")) { + currentBlockTmpPath = tmpPath + currentBlockFileName; + } else { + currentBlockTmpPath = tmpPath + SP + currentBlockFileName; + } + Path p = new Path(currentBlockTmpPath); + + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + if (ECompressType.TEXT_NONE.equals(compressType)) { + stream = fs.create(p); + } else { + p = new Path(currentBlockTmpPath); + if (compressType == ECompressType.TEXT_GZIP){ + stream = new GzipCompressorOutputStream(fs.create(p)); + } else if(compressType == ECompressType.TEXT_BZIP2){ + stream = new BZip2CompressorOutputStream(fs.create(p)); + } else if (compressType == ECompressType.TEXT_LZO) { + CompressionCodecFactory factory = new CompressionCodecFactory(new Configuration()); + stream = factory.getCodecByClassName("com.hadoop.compression.lzo.LzopCodec").createOutputStream(fs.create(p)); + } + } + + LOG.info("subtask:[{}] create block file:{}", taskNumber, currentBlockTmpPath); + + blockIndex++; + } catch (Exception e){ + LOG.error(e.getMessage(), e); + throw new RuntimeException(e); + } + } + + @Override + public void writeSingleRecordToFile(Row row) throws WriteRecordException { + if (stream == null) { + nextBlock(); + } + + StringBuilder sb = new StringBuilder(); + int i = 0; + try { + int cnt = fullColumnNames.size(); + for (; i < cnt; ++i) { + int j = colIndices[i]; + if (j == -1) { + continue; + } + + if (i != 0) { + sb.append(delimiter); + } + + appendDataToString(sb, row.getField(j), ColumnType.fromString(columnTypes.get(j))); + } + } catch (Exception e) { + if (i < row.getArity()) { + throw new WriteRecordException(recordConvertDetailErrorMessage(i, row), e, i, row); + } + throw new WriteRecordException(e.getMessage(), e); + } + + try { + byte[] bytes = sb.toString().getBytes(this.charsetName); + this.stream.write(bytes); + this.stream.write(NEWLINE); + rowsOfCurrentBlock++; + + if (restoreConfig.isRestore()) { + lastRow = row; + } + + if (rowsOfCurrentBlock % BUFFER_SIZE == 0) { + this.stream.flush(); + } + } catch (IOException e) { + LOG.error(e.getMessage(), e); + throw new WriteRecordException(String.format("数据写入oss异常，row:{%s}", row), e); + } + } + + private void appendDataToString(StringBuilder sb, Object column, ColumnType columnType) { + if (column == null) { + sb.append(OssUtil.NULL_VALUE); + return; + } + + String rowData = column.toString(); + if (rowData.length() == 0) { + sb.append(""); + } else { + switch (columnType) { + case TINYINT: + sb.append(Byte.valueOf(rowData)); + break; + case SMALLINT: + sb.append(Short.valueOf(rowData)); + break; + case INT: + sb.append(Integer.valueOf(rowData)); + break; + case BIGINT: + if (column instanceof Timestamp){ + column=((Timestamp) column).getTime(); + sb.append(column); + break; + } + + BigInteger data = new BigInteger(rowData); + if (data.compareTo(new BigInteger(String.valueOf(Long.MAX_VALUE))) > 0){ + sb.append(data); + } else { + sb.append(Long.valueOf(rowData)); + } + break; + case FLOAT: + sb.append(Float.valueOf(rowData)); + break; + case DOUBLE: + sb.append(Double.valueOf(rowData)); + break; + case DECIMAL: + sb.append(HiveDecimal.create(new BigDecimal(rowData))); + break; + case STRING: + case VARCHAR: + case CHAR: + if (column instanceof Timestamp) { + SimpleDateFormat fm = DateUtil.getDateTimeFormatterForMillisencond(); + sb.append(fm.format(column)); + } else if (column instanceof Map || column instanceof List) { + sb.append(gson.toJson(column)); + } else { + sb.append(rowData); + } + break; + case BOOLEAN: + sb.append(StrUtil.parseBoolean(rowData)); + break; + case DATE: + column = DateUtil.columnToDate(column,null); + sb.append(DateUtil.dateToString((Date) column)); + break; + case TIMESTAMP: + column = DateUtil.columnToTimestamp(column,null); + sb.append(DateUtil.timestampToString((Date)column)); + break; + default: + throw new IllegalArgumentException("Unsupported column type: " + columnType); + } + } + } + + @Override + protected String recordConvertDetailErrorMessage(int pos, Row row) { + return "\nOssTextOutputFormat [" + jobName + "] writeRecord error: when converting field[" + columnNames.get(pos) + "] in Row(" + row + ")"; + } + + @Override + public void closeSource() throws IOException { + OutputStream s = this.stream; + if (s != null) { + s.flush(); + this.stream = null; + s.close(); + } + } + +} diff --git a/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssWriter.java b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssWriter.java new file mode 100644 index 0000000000..526c636455 --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssWriter.java @@ -0,0 +1,173 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.oss.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.oss.util.StrUtil; +import com.dtstack.flinkx.writer.BaseDataWriter; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; +import org.apache.parquet.hadoop.ParquetWriter; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.oss.OssConfigKeys.*; + +/** + * The writer plugin of oss + * + * @author wangyulei + * @date 2021-06-29 + */ +public class OssWriter extends BaseDataWriter { + + protected final Logger LOG = LoggerFactory.getLogger(getClass()); + + protected String fileType; + + protected String path; + + protected String fieldDelimiter; + + protected String compress; + + protected String fileName; + + protected List columnName; + + protected List columnType; + + protected String endpoint; + + protected String accessKey; + + protected String secretKey; + + protected String charSet; + + protected List fullColumnName; + + protected List fullColumnType; + + protected int rowGroupSize; + + protected long maxFileSize; + + protected long flushInterval; + + protected boolean enableDictionary; + + public OssWriter(DataTransferConfig config) { + super(config); + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + endpoint = writerConfig.getParameter().getStringVal(KEY_ENDPOINT); + accessKey = writerConfig.getParameter().getStringVal(KEY_ACCESS_KEY); + secretKey = writerConfig.getParameter().getStringVal(KEY_SECRET_KEY); + List columns = writerConfig.getParameter().getColumn(); + fileType = writerConfig.getParameter().getStringVal(KEY_FILE_TYPE); + + path = writerConfig.getParameter().getStringVal(KEY_PATH); + fieldDelimiter = writerConfig.getParameter().getStringVal(KEY_FIELD_DELIMITER); + charSet = writerConfig.getParameter().getStringVal(KEY_ENCODING); + rowGroupSize = writerConfig.getParameter().getIntVal(KEY_ROW_GROUP_SIZE, ParquetWriter.DEFAULT_BLOCK_SIZE); + maxFileSize = writerConfig.getParameter().getLongVal(KEY_MAX_FILE_SIZE, ConstantValue.STORE_SIZE_G); + flushInterval = writerConfig.getParameter().getLongVal(KEY_FLUSH_INTERVAL, 0); + enableDictionary = writerConfig.getParameter().getBooleanVal(KEY_ENABLE_DICTIONARY, true); + + if (fieldDelimiter == null || fieldDelimiter.length() == 0) { + fieldDelimiter = "\001"; + } else { + fieldDelimiter = com.dtstack.flinkx.util.StringUtil.convertRegularExpr(fieldDelimiter); + } + + compress = writerConfig.getParameter().getStringVal(KEY_COMPRESS); + fileName = writerConfig.getParameter().getStringVal(KEY_FILE_NAME, ""); + if (columns != null && columns.size() > 0) { + columnName = new ArrayList<>(); + columnType = new ArrayList<>(); + for (Object column : columns) { + Map sm = (Map) column; + columnName.add((String) sm.get(KEY_COLUMN_NAME)); + columnType.add((String) sm.get(KEY_COLUMN_TYPE)); + } + } + + fullColumnName = (List) writerConfig.getParameter().getVal(KEY_FULL_COLUMN_NAME_LIST); + fullColumnType = (List) writerConfig.getParameter().getVal(KEY_FULL_COLUMN_TYPE_LIST); + + mode = writerConfig.getParameter().getStringVal(KEY_WRITE_MODE); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + OssOutputFormatBuilder builder = new OssOutputFormatBuilder(fileType); + builder.setPath(dealWithPath(path)); + builder.setEndpoint(endpoint); + builder.setAccessKey(accessKey); + builder.setSecretKey(secretKey); + builder.setFileName(fileName); + builder.setWriteMode(mode); + builder.setColumnNames(columnName); + builder.setColumnTypes(columnType); + builder.setCompress(compress); + builder.setMonitorUrls(monitorUrls); + builder.setErrors(errors); + builder.setErrorRatio(errorRatio); + builder.setFullColumnNames(fullColumnName); + builder.setFullColumnTypes(fullColumnType); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); + builder.setCharSetName(charSet); + builder.setDelimiter(fieldDelimiter); + builder.setRowGroupSize(rowGroupSize); + builder.setRestoreConfig(restoreConfig); + builder.setMaxFileSize(maxFileSize); + builder.setFlushBlockInterval(flushInterval); + builder.setEnableDictionary(enableDictionary); + + return createOutput(dataSet, builder.finish()); + } + + private String dealWithPath(String path) { + String pathWithPrefix = path; + if (!StrUtil.startsWith(path, "s3a://")) { + if (StrUtil.startsWith(path, "//")) { + pathWithPrefix = "s3a:" + path; + } else if (StrUtil.startsWith(path, "/")) { + pathWithPrefix = "s3a:/" + path; + } else { + pathWithPrefix = "s3a://" + path; + } + } + + if (!StrUtil.endsWith(pathWithPrefix,"/")) { + pathWithPrefix = pathWithPrefix + "/"; + } + + LOG.debug("Path = " + pathWithPrefix); + return pathWithPrefix; + } +} diff --git a/flinkx-oss/pom.xml b/flinkx-oss/pom.xml new file mode 100644 index 0000000000..510558dc36 --- /dev/null +++ b/flinkx-oss/pom.xml @@ -0,0 +1,28 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-oss + pom + + flinkx-oss-core + flinkx-oss-writer + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/pom.xml b/pom.xml index b8ac68013b..703eb34d87 100644 --- a/pom.xml +++ b/pom.xml @@ -33,6 +33,7 @@ flinkx-kingbase flinkx-hdfs + flinkx-oss flinkx-hive flinkx-es flinkx-ftp @@ -66,6 +67,7 @@ 1.11.3 2.12 2.7.3 + 2.3.1 4.5.3 ${basedir}/dev release_1.11.0 From b56fa0a8a3e8c3924d2a3c43b2f1fa635f2a7343 Mon Sep 17 00:00:00 2001 From: chenyishuai Date: Tue, 7 Dec 2021 10:37:18 +0800 Subject: [PATCH 127/136] =?UTF-8?q?[feat-556][test]=20=E5=A2=9E=E5=8A=A0?= =?UTF-8?q?=E5=AE=9E=E7=8E=B0=E5=AF=B9=E4=BA=8Eoss-writer=E7=9A=84?= =?UTF-8?q?=E6=B5=8B=E8=AF=95=E6=A1=88=E4=BE=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../flinkx/constants/ConstantValue.java | 1 + flinkx-oss/flinkx-oss-core/pom.xml | 133 +++++++ .../com/dtstack/flinkx/oss/ECompressType.java | 98 +++++ .../com/dtstack/flinkx/oss/OssConfigKeys.java | 63 +++ .../java/com/dtstack/flinkx/oss/OssUtil.java | 202 ++++++++++ .../com/dtstack/flinkx/oss/util/StrUtil.java | 185 +++++++++ .../apache/hadoop/hive/shims/ShimLoader.java | 103 +++++ flinkx-oss/flinkx-oss-writer/pom.xml | 148 +++++++ .../oss/writer/BaseOssOutputFormat.java | 361 ++++++++++++++++++ .../oss/writer/OssOutputFormatBuilder.java | 101 +++++ .../oss/writer/OssTextOutputFormat.java | 257 +++++++++++++ .../dtstack/flinkx/oss/writer/OssWriter.java | 173 +++++++++ flinkx-oss/pom.xml | 28 ++ .../com/dtstack/flinkx/test/LocalTest.java | 1 + .../flinkx/test/PluginNameConstants.java | 1 + pom.xml | 2 + 16 files changed, 1857 insertions(+) create mode 100644 flinkx-oss/flinkx-oss-core/pom.xml create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/ECompressType.java create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssConfigKeys.java create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssUtil.java create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/util/StrUtil.java create mode 100644 flinkx-oss/flinkx-oss-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java create mode 100644 flinkx-oss/flinkx-oss-writer/pom.xml create mode 100644 flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/BaseOssOutputFormat.java create mode 100644 flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssOutputFormatBuilder.java create mode 100644 flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssTextOutputFormat.java create mode 100644 flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssWriter.java create mode 100644 flinkx-oss/pom.xml diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index b996539e7f..d21116dbff 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -47,6 +47,7 @@ public class ConstantValue { public static final String KEY_HTTP = "http"; + public static final String PROTOCOL_S3A = "s3a://"; public static final String PROTOCOL_HTTP = "http://"; public static final String PROTOCOL_HTTPS = "https://"; public static final String PROTOCOL_HDFS = "hdfs://"; diff --git a/flinkx-oss/flinkx-oss-core/pom.xml b/flinkx-oss/flinkx-oss-core/pom.xml new file mode 100644 index 0000000000..50f7fcc952 --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/pom.xml @@ -0,0 +1,133 @@ + + + + flinkx-oss + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-oss-core + + + + com.amazonaws + aws-java-sdk-s3 + 1.11.689 + + + + com.amazonaws + aws-java-sdk-dynamodb + 1.11.689 + + + + commons-lang + commons-lang + 2.6 + provided + + + + org.apache.hadoop + hadoop-aws + 3.1.0 + + + com.amazonaws + aws-java-sdk-bundle + + + + + + org.apache.hive + hive-exec + ${hive.version} + + + calcite-core + org.apache.calcite + + + calcite-avatica + org.apache.calcite + + + derby + org.apache.derby + + + org.xerial.snappy + snappy-java + + + com.fasterxml.jackson.core + jackson-databind + + + com.fasterxml.jackson.core + jackson-annotations + + + com.fasterxml.jackson.core + jackson-core + + + + + + org.apache.hive + hive-serde + ${hive.version} + + + org.apache.hadoop + hadoop-common + + + org.apache.hadoop + hadoop-yarn-api + + + org.xerial.snappy + snappy-java + + + com.fasterxml.jackson.core + jackson-databind + + + com.fasterxml.jackson.core + jackson-annotations + + + com.fasterxml.jackson.core + jackson-core + + + + + + parquet-hadoop + org.apache.parquet + 1.8.3 + + + org.xerial.snappy + snappy-java + + + + + + org.xerial.snappy + snappy-java + 1.1.4 + + + + \ No newline at end of file diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/ECompressType.java b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/ECompressType.java new file mode 100644 index 0000000000..761790580a --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/ECompressType.java @@ -0,0 +1,98 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss; + +import org.apache.commons.lang.StringUtils; + +/** + * @author wangyulei + * @date 2021-06-29 + */ +public enum ECompressType { + + /** + * text file + */ + TEXT_GZIP("GZIP", "text", ".gz", 0.331F), + TEXT_BZIP2("BZIP2", "text", ".bz2", 0.259F), + TEXT_LZO("LZO", "text", ".lzo", 1.0F), + TEXT_NONE("NONE", "text", "", 0.637F), + + /** + * orc file + */ + ORC_SNAPPY("SNAPPY", "orc", ".snappy", 0.233F), + ORC_GZIP("GZIP", "orc", ".gz", 1.0F), + ORC_BZIP("BZIP", "orc", ".bz", 1.0F), + ORC_LZ4("LZ4", "orc", ".lz4", 1.0F), + ORC_NONE("NONE", "orc", "", 0.233F), + + /** + * parquet file + */ + PARQUET_SNAPPY("SNAPPY", "parquet", ".snappy", 0.274F), + PARQUET_GZIP("GZIP", "parquet", ".gz", 1.0F), + PARQUET_LZO("LZO", "parquet", ".lzo", 1.0F), + PARQUET_NONE("NONE", "parquet", "", 1.0F); + + private String type; + + private String fileType; + + private String suffix; + + private float deviation; + + ECompressType(String type, String fileType, String suffix, float deviation) { + this.type = type; + this.fileType = fileType; + this.suffix = suffix; + this.deviation = deviation; + } + + public static ECompressType getByTypeAndFileType(String type, String fileType){ + if (StringUtils.isEmpty(type)) { + type = "NONE"; + } + + for (ECompressType value : ECompressType.values()) { + if (value.getType().equalsIgnoreCase(type) && value.getFileType().equalsIgnoreCase(fileType)){ + return value; + } + } + + throw new IllegalArgumentException("No enum constant " + type); + } + + public String getType() { + return type; + } + + public String getFileType() { + return fileType; + } + + public String getSuffix() { + return suffix; + } + + public float getDeviation() { + return deviation; + } +} diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssConfigKeys.java b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssConfigKeys.java new file mode 100644 index 0000000000..cb16edac70 --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssConfigKeys.java @@ -0,0 +1,63 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss; + +/** + * @author wangyulei + * @date 2021-06-28 + */ +public class OssConfigKeys { + public static final String KEY_FIELD_DELIMITER = "fieldDelimiter"; + + public static final String KEY_ACCESS_KEY = "accessKey"; + + public static final String KEY_SECRET_KEY = "secretKey"; + + public static final String KEY_ENDPOINT = "endpoint"; + + public static final String KEY_PATH = "path"; + + public static final String KEY_FILTER = "filterRegex"; + + public static final String KEY_FILE_TYPE = "fileType"; + + public static final String KEY_WRITE_MODE = "writeMode"; + + public static final String KEY_FULL_COLUMN_NAME_LIST = "fullColumnName"; + + public static final String KEY_FULL_COLUMN_TYPE_LIST = "fullColumnType"; + + public static final String KEY_COLUMN_NAME = "name"; + + public static final String KEY_COLUMN_TYPE = "type"; + + public static final String KEY_COMPRESS = "compress"; + + public static final String KEY_FILE_NAME = "fileName"; + + public static final String KEY_ENCODING = "encoding"; + + public static final String KEY_ROW_GROUP_SIZE = "rowGroupSize"; + + public static final String KEY_MAX_FILE_SIZE = "maxFileSize"; + + public static final String KEY_FLUSH_INTERVAL = "flushInterval"; + + public static final String KEY_ENABLE_DICTIONARY = "enableDictionary"; +} diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssUtil.java b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssUtil.java new file mode 100644 index 0000000000..bbc3d1667a --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/OssUtil.java @@ -0,0 +1,202 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss; + +import com.dtstack.flinkx.enums.ColumnType; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe; +import org.apache.hadoop.hive.serde2.io.DateWritable; +import org.apache.hadoop.hive.serde2.io.HiveDecimalWritable; +import org.apache.hadoop.hive.serde2.io.TimestampWritable; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory; +import org.apache.hadoop.io.*; +import org.apache.parquet.io.api.Binary; + + +/** + * Utilities for OssReader and OssWriter + * + * @author wangyulei + * @date 2021-06-29 + */ +public class OssUtil { + + public static final String NULL_VALUE = "\\N"; + + private static final long NANO_SECONDS_PER_DAY = 86400_000_000_000L; + + private static final long JULIAN_EPOCH_OFFSET_DAYS = 2440588; + + private static final double SCALE_TWO = 2.0; + private static final double SCALE_TEN = 10.0; + private static final int BIT_SIZE = 8; + + public static Object getWritableValue(Object writable) { + Class clz = writable.getClass(); + Object ret = null; + + if (clz == IntWritable.class) { + ret = ((IntWritable) writable).get(); + } else if (clz == Text.class) { + ret = ((Text) writable).toString(); + } else if (clz == LongWritable.class) { + ret = ((LongWritable) writable).get(); + } else if (clz == ByteWritable.class) { + ret = ((ByteWritable) writable).get(); + } else if (clz == DateWritable.class) { + ret = ((DateWritable) writable).get(); + } else if (writable instanceof DoubleWritable){ + ret = ((DoubleWritable) writable).get(); + } else if (writable instanceof TimestampWritable){ + ret = ((TimestampWritable) writable).getTimestamp(); + } else if (writable instanceof DateWritable){ + ret = ((DateWritable) writable).get(); + } else if (writable instanceof FloatWritable){ + ret = ((FloatWritable) writable).get(); + } else if (writable instanceof BooleanWritable){ + ret = ((BooleanWritable) writable).get(); + } else { + ret = writable.toString(); + } + return ret; + } + + public static ObjectInspector columnTypeToObjectInspetor(ColumnType columnType) { + ObjectInspector objectInspector = null; + switch (columnType) { + case TINYINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Byte.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case SMALLINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Short.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case INT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Integer.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BIGINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Long.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case FLOAT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Float.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DOUBLE: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Double.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DECIMAL: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(HiveDecimalWritable.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case TIMESTAMP: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(java.sql.Timestamp.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DATE: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(java.sql.Date.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case STRING: + case VARCHAR: + case CHAR: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(String.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BOOLEAN: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Boolean.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BINARY: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(BytesWritable.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + default: + throw new IllegalArgumentException("You should not be here"); + } + return objectInspector; + } + + + public static Binary decimalToBinary(final HiveDecimal hiveDecimal, int prec, int scale) { + byte[] decimalBytes = hiveDecimal.setScale(scale).unscaledValue().toByteArray(); + + // Estimated number of bytes needed. + int precToBytes = ParquetHiveSerDe.PRECISION_TO_BYTE_COUNT[prec - 1]; + if (precToBytes == decimalBytes.length) { + // No padding needed. + return Binary.fromReusedByteArray(decimalBytes); + } + + byte[] tgt = new byte[precToBytes]; + if (hiveDecimal.signum() == -1) { + // For negative number, initializing bits to 1 + for (int i = 0; i < precToBytes; i++) { + tgt[i] |= 0xFF; + } + } + + // Padding leading zeroes/ones. + System.arraycopy(decimalBytes, 0, tgt, precToBytes - decimalBytes.length, decimalBytes.length); + return Binary.fromReusedByteArray(tgt); + } + + public static int computeMinBytesForPrecision(int precision){ + int numBytes = 1; + while (Math.pow(SCALE_TWO, BIT_SIZE * numBytes - 1.0) < Math.pow(SCALE_TEN, precision)) { + numBytes += 1; + } + return numBytes; + } + + public static byte[] longToByteArray(long data){ + long nano = data * 1000_000; + + int julianDays = (int) ((nano / NANO_SECONDS_PER_DAY) + JULIAN_EPOCH_OFFSET_DAYS); + byte[] julianDaysBytes = getBytes(julianDays); + flip(julianDaysBytes); + + long lastDayNanos = nano % NANO_SECONDS_PER_DAY; + byte[] lastDayNanosBytes = getBytes(lastDayNanos); + flip(lastDayNanosBytes); + + byte[] dst = new byte[12]; + + System.arraycopy(lastDayNanosBytes, 0, dst, 0, 8); + System.arraycopy(julianDaysBytes, 0, dst, 8, 4); + + return dst; + } + + private static byte[] getBytes(long i) { + byte[] bytes=new byte[8]; + bytes[0] = (byte)((i >> 56) & 0xFF); + bytes[1] = (byte)((i >> 48) & 0xFF); + bytes[2] = (byte)((i >> 40) & 0xFF); + bytes[3] = (byte)((i >> 32) & 0xFF); + bytes[4] = (byte)((i >> 24) & 0xFF); + bytes[5] = (byte)((i >> 16) & 0xFF); + bytes[6] = (byte)((i >> 8) & 0xFF); + bytes[7] = (byte)(i & 0xFF); + return bytes; + } + + /** + * @param bytes + */ + private static void flip(byte[] bytes) { + for (int i = 0, j = bytes.length-1; i < j; i++, j--) { + byte t = bytes[i]; + bytes[i] = bytes[j]; + bytes[j] = t; + } + } +} diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/util/StrUtil.java b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/util/StrUtil.java new file mode 100644 index 0000000000..68638c2952 --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/com/dtstack/flinkx/oss/util/StrUtil.java @@ -0,0 +1,185 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss.util; + +/** + * + * @author wangyulei + * @date 2021-06-29 + */ +public class StrUtil { + /** + *

Check if a String starts with a specified prefix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case sensitive.

+ * + * 
+     * StringUtils.startsWith(null, null)      = true
+     * StringUtils.startsWith(null, "abc")     = false
+     * StringUtils.startsWith("abcdef", null)  = false
+     * StringUtils.startsWith("abcdef", "abc") = true
+     * StringUtils.startsWith("ABCDEF", "abc") = false
+     *
+ * + * @see java.lang.String#startsWith(String) + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @return true if the String starts with the prefix, case sensitive, or + * both null + * @since 2.4 + */ + public static boolean startsWith(String str, String prefix) { + return startsWith(str, prefix, false); + } + + /** + *

Case insensitive check if a String starts with a specified prefix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case insensitive.

+ * + * 
+     * StringUtils.startsWithIgnoreCase(null, null)      = true
+     * StringUtils.startsWithIgnoreCase(null, "abc")     = false
+     * StringUtils.startsWithIgnoreCase("abcdef", null)  = false
+     * StringUtils.startsWithIgnoreCase("abcdef", "abc") = true
+     * StringUtils.startsWithIgnoreCase("ABCDEF", "abc") = true
+     *
+ * + * @see java.lang.String#startsWith(String) + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @return true if the String starts with the prefix, case insensitive, or + * both null + * @since 2.4 + */ + public static boolean startsWithIgnoreCase(String str, String prefix) { + return startsWith(str, prefix, true); + } + + /** + *

Check if a String starts with a specified prefix (optionally case insensitive).

+ * + * @see java.lang.String#startsWith(String) + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @param ignoreCase inidicates whether the compare should ignore case + * (case insensitive) or not. + * @return true if the String starts with the prefix or + * both null + */ + private static boolean startsWith(String str, String prefix, boolean ignoreCase) { + if (str == null || prefix == null) { + return (str == null && prefix == null); + } + if (prefix.length() > str.length()) { + return false; + } + return str.regionMatches(ignoreCase, 0, prefix, 0, prefix.length()); + } + + /** + *

Check if a String ends with a specified suffix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case sensitive.

+ * + * 
+     * StringUtils.endsWith(null, null)      = true
+     * StringUtils.endsWith(null, "def")     = false
+     * StringUtils.endsWith("abcdef", null)  = false
+     * StringUtils.endsWith("abcdef", "def") = true
+     * StringUtils.endsWith("ABCDEF", "def") = false
+     * StringUtils.endsWith("ABCDEF", "cde") = false
+     *
+ * + * @see java.lang.String#endsWith(String) + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @return true if the String ends with the suffix, case sensitive, or + * both null + * @since 2.4 + */ + public static boolean endsWith(String str, String suffix) { + return endsWith(str, suffix, false); + } + + /** + *

Case insensitive check if a String ends with a specified suffix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case insensitive.

+ * + * 
+     * StringUtils.endsWithIgnoreCase(null, null)      = true
+     * StringUtils.endsWithIgnoreCase(null, "def")     = false
+     * StringUtils.endsWithIgnoreCase("abcdef", null)  = false
+     * StringUtils.endsWithIgnoreCase("abcdef", "def") = true
+     * StringUtils.endsWithIgnoreCase("ABCDEF", "def") = true
+     * StringUtils.endsWithIgnoreCase("ABCDEF", "cde") = false
+     *
+ * + * @see java.lang.String#endsWith(String) + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @return true if the String ends with the suffix, case insensitive, or + * both null + * @since 2.4 + */ + public static boolean endsWithIgnoreCase(String str, String suffix) { + return endsWith(str, suffix, true); + } + + /** + *

Check if a String ends with a specified suffix (optionally case insensitive).

+ * + * @see java.lang.String#endsWith(String) + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @param ignoreCase inidicates whether the compare should ignore case + * (case insensitive) or not. + * @return true if the String starts with the prefix or + * both null + */ + private static boolean endsWith(String str, String suffix, boolean ignoreCase) { + if (str == null || suffix == null) { + return (str == null && suffix == null); + } + if (suffix.length() > str.length()) { + return false; + } + int strOffset = str.length() - suffix.length(); + return str.regionMatches(ignoreCase, strOffset, suffix, 0, suffix.length()); + } + + public static Boolean parseBoolean(String str) { + if (null == str || "null".equalsIgnoreCase(str)) { + return Boolean.FALSE; + } + + if ("1".equals(str)) { + return Boolean.TRUE; + } else if ("0".equals(str)) { + return Boolean.FALSE; + } else { + return Boolean.parseBoolean(str); + } + } +} diff --git a/flinkx-oss/flinkx-oss-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java b/flinkx-oss/flinkx-oss-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java new file mode 100644 index 0000000000..11c91dfb2f --- /dev/null +++ b/flinkx-oss/flinkx-oss-core/src/main/java/org/apache/hadoop/hive/shims/ShimLoader.java @@ -0,0 +1,103 @@ +// +// Source code recreated from a .class file by IntelliJ IDEA +// (powered by FernFlower decompiler) +// + +package org.apache.hadoop.hive.shims; + +import org.apache.hadoop.util.VersionInfo; +import org.apache.log4j.AppenderSkeleton; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.HashMap; +import java.util.Map; + +public abstract class ShimLoader { + private static final Logger LOG = LoggerFactory.getLogger(ShimLoader.class); + public static final String HADOOP23VERSIONNAME = "0.23"; + private static volatile HadoopShims hadoopShims; + private static JettyShims jettyShims; + private static AppenderSkeleton eventCounter; + private static SchedulerShim schedulerShim; + private static final HashMap HADOOP_SHIM_CLASSES = new HashMap(); + private static final HashMap EVENT_COUNTER_SHIM_CLASSES; + private static final HashMap HADOOP_THRIFT_AUTH_BRIDGE_CLASSES; + private static final String SCHEDULER_SHIM_CLASSE = "org.apache.hadoop.hive.schshim.FairSchedulerShim"; + + public static HadoopShims getHadoopShims() { + if (hadoopShims == null) { + Class var0 = ShimLoader.class; + synchronized(ShimLoader.class) { + if (hadoopShims == null) { + try { + hadoopShims = (HadoopShims)loadShims(HADOOP_SHIM_CLASSES, HadoopShims.class); + } catch (Throwable var3) { + LOG.error("Error loading shims", var3); + throw new RuntimeException(var3); + } + } + } + } + + return hadoopShims; + } + + public static synchronized AppenderSkeleton getEventCounter() { + if (eventCounter == null) { + eventCounter = (AppenderSkeleton)loadShims(EVENT_COUNTER_SHIM_CLASSES, AppenderSkeleton.class); + } + + return eventCounter; + } + + public static synchronized SchedulerShim getSchedulerShims() { + if (schedulerShim == null) { + schedulerShim = (SchedulerShim)createShim("org.apache.hadoop.hive.schshim.FairSchedulerShim", SchedulerShim.class); + } + + return schedulerShim; + } + + private static T loadShims(Map classMap, Class xface) { + String vers = getMajorVersion(); + String className = (String)classMap.get(vers); + return createShim(className, xface); + } + + private static T createShim(String className, Class xface) { + try { + Class clazz = Class.forName(className); + return xface.cast(clazz.newInstance()); + } catch (Exception var3) { + throw new RuntimeException("Could not load shims in class " + className, var3); + } + } + + public static String getMajorVersion() { + String vers = VersionInfo.getVersion(); + String[] parts = vers.split("\\."); + if (parts.length < 2) { + throw new RuntimeException("Illegal Hadoop Version: " + vers + " (expected A.B.* format)"); + } else { + switch(Integer.parseInt(parts[0])) { + case 2: + case 3: + return "0.23"; + default: + throw new IllegalArgumentException("Unrecognized Hadoop major version number: " + vers); + } + } + } + + private ShimLoader() { + } + + static { + HADOOP_SHIM_CLASSES.put("0.23", "org.apache.hadoop.hive.shims.Hadoop23Shims"); + EVENT_COUNTER_SHIM_CLASSES = new HashMap(); + EVENT_COUNTER_SHIM_CLASSES.put("0.23", "org.apache.hadoop.log.metrics.EventCounter"); + HADOOP_THRIFT_AUTH_BRIDGE_CLASSES = new HashMap(); + HADOOP_THRIFT_AUTH_BRIDGE_CLASSES.put("0.23", "org.apache.hadoop.hive.thrift.HadoopThriftAuthBridge23"); + } +} \ No newline at end of file diff --git a/flinkx-oss/flinkx-oss-writer/pom.xml b/flinkx-oss/flinkx-oss-writer/pom.xml new file mode 100644 index 0000000000..963060549d --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/pom.xml @@ -0,0 +1,148 @@ + + + + flinkx-oss + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-oss-writer + + + + + org.anarres.lzo + lzo-core + 1.0.2 + + + org.anarres.lzo + lzo-hadoop + 1.0.5 + + + hadoop-core + org.apache.hadoop + + + + + + com.dtstack.flinkx + flinkx-oss-core + 1.6 + + + httpcore + org.apache.httpcomponents + + + httpclient + org.apache.httpcomponents + + + + + + httpcore + org.apache.httpcomponents + 4.4.5 + + + + httpclient + org.apache.httpcomponents + 4.5.2 + + + com.dtstack.flinkx + flinkx-oss-core + 1.6 + compile + + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + ch.qos.logback:* + com.google.code.gson:* + com.data-artisans:* + org.scala-lang:* + io.netty:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/BaseOssOutputFormat.java b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/BaseOssOutputFormat.java new file mode 100644 index 0000000000..c6a12168b2 --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/BaseOssOutputFormat.java @@ -0,0 +1,361 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss.writer; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.outputformat.BaseFileOutputFormat; +import com.dtstack.flinkx.util.ColumnTypeUtil; +import com.dtstack.flinkx.util.SysUtil; +import com.google.gson.Gson; +import org.apache.commons.lang3.StringUtils; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.FileStatus; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.fs.PathFilter; + +import java.io.IOException; +import java.util.List; +import java.util.Map; + + +/** + * The oss implementation of OutputFormat + * + * @author wangyulei + * @date 2021-06-30 + */ +public abstract class BaseOssOutputFormat extends BaseFileOutputFormat { + + private static final int FILE_NAME_PART_SIZE = 3; + + protected int rowGroupSize; + + protected FileSystem fs; + + protected String endpoint; + + protected String accessKey; + + protected String secretKey; + + protected List columnTypes; + + protected List columnNames; + + protected List fullColumnNames; + + protected List fullColumnTypes; + + protected String delimiter; + + protected int[] colIndices; + + protected Configuration conf; + + protected boolean enableDictionary; + + protected transient Map decimalColInfo; + + /** + * 如果key为string类型的值是map 或者 list 会使用gson转为json格式存入 + */ + protected transient Gson gson; + + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException { + gson = new Gson(); + + initColIndices(); + super.openInternal(taskNumber, numTasks); + } + + @Override + protected void checkOutputDir() { + try { + Path dir = new Path(outputFilePath); + + if (fs.exists(dir)) { + if (fs.getFileStatus(dir).isFile()) { + throw new RuntimeException("Can't write new files under common file: " + dir + "\n" + + "One can only write new files under directories"); + } + } else { + if (!makeDir) { + throw new RuntimeException("Output path not exists:" + outputFilePath); + } + } + } catch (IOException e){ + throw new RuntimeException("Check output path error", e); + } + } + + @Override + protected void createActionFinishedTag() { + try { + if (fs.createNewFile(new Path(actionFinishedTag))) { + LOG.info("Success to create action finished tag:{}", actionFinishedTag); + } else { + LOG.warn("Failed to create action finished tag:{}", actionFinishedTag); + } + } catch (Exception e){ + throw new RuntimeException("create action finished tag error:", e); + } + } + + @Override + protected void waitForActionFinishedBeforeWrite() { + try { + Path path = new Path(actionFinishedTag); + boolean readyWrite = fs.exists(path); + int n = 0; + while (!readyWrite) { + if (n > SECOND_WAIT) { + throw new RuntimeException("Wait action finished before write timeout"); + } + + SysUtil.sleep(1000); + readyWrite = fs.exists(path); + n++; + } + } catch (Exception e) { + LOG.warn("Call method waitForActionFinishedBeforeWrite error", e); + } + } + + @Override + protected void cleanDirtyData() { + int fileIndex = formatState.getFileIndex(); + String lastJobId = formatState.getJobId(); + LOG.info("start to cleanDirtyData, fileIndex = {}, lastJobId = {}",fileIndex, lastJobId); + if (StringUtils.isBlank(lastJobId)) { + return; + } + + PathFilter filter = new PathFilter() { + @Override + public boolean accept(Path path) { + String fileName = path.getName(); + if (!fileName.contains(lastJobId)) { + return false; + } + + String[] splits = fileName.split("\\."); + if (splits.length == FILE_NAME_PART_SIZE) { + return Integer.parseInt(splits[2]) > fileIndex; + } + + return false; + } + }; + + try { + FileStatus[] dirtyData = fs.listStatus(new Path(outputFilePath), filter); + if (dirtyData != null && dirtyData.length > 0) { + for (FileStatus dirtyDatum : dirtyData) { + fs.delete(dirtyDatum.getPath(), false); + LOG.info("Delete dirty data file:{}", dirtyDatum.getPath()); + } + } + } catch (Exception e) { + LOG.error("Clean dirty data error:", e); + throw new RuntimeException(e); + } + } + + @Override + protected void openSource() throws IOException{ + try { + conf = new Configuration(); + conf.set("fs.s3a.impl", "org.apache.hadoop.fs.s3a.S3AFileSystem"); + conf.set("fs.file.impl", "org.apache.hadoop.fs.LocalFileSystem"); + conf.set("fs.s3a.connection.ssl.enabled", "false"); + conf.set("fs.s3a.path.style.access", "true"); + conf.set("fs.s3a.endpoint", endpoint); + conf.set("fs.s3a.access.key", accessKey); + conf.set("fs.s3a.secret.key", secretKey); + fs = new Path(path).getFileSystem(conf); + } catch (Exception e) { + LOG.error("Failed to get S3AFileSystem with exception : " + e.getMessage()); + throw new RuntimeException("Failed to get S3AFileSystem with exception", e); + } + } + + private void initColIndices() { + if (fullColumnNames == null || fullColumnNames.size() == 0) { + fullColumnNames = columnNames; + } + + if (fullColumnTypes == null || fullColumnTypes.size() == 0) { + fullColumnTypes = columnTypes; + } + + colIndices = new int[fullColumnNames.size()]; + for (int i = 0; i < fullColumnNames.size(); ++i) { + int j = 0; + for (; j < columnNames.size(); ++j) { + if (fullColumnNames.get(i).equalsIgnoreCase(columnNames.get(j))) { + colIndices[i] = j; + break; + } + } + if (j == columnNames.size()) { + colIndices[i] = -1; + } + } + } + + @Override + protected void moveTemporaryDataBlockFileToDirectory(){ + try { + if (currentBlockFileName != null && currentBlockFileName.startsWith(ConstantValue.POINT_SYMBOL)) { + Path src = new Path(tmpPath + SP + currentBlockFileName); + if (!fs.exists(src)) { + LOG.warn("block file {} not exists", currentBlockFileName); + return; + } + + String dataFileName = currentBlockFileName.replaceFirst("\\.",""); + Path dist = new Path(tmpPath + SP + dataFileName); + + if (fs.rename(src, dist)) { + LOG.info("Rename temporary data block file:{} to:{}", src, dist); + } else { + LOG.info("Failed to rename temporary data block file:{} to:{}", src, dist); + } + } + } catch (Exception e){ + LOG.error("Failed to rename file with exception : " + e.getMessage()); + throw new RuntimeException(e); + } + } + + @Override + protected void clearTemporaryDataFiles() throws IOException{ + Path finishedDir = null, tmpDir = null; + if (outputFilePath.endsWith("/")) { + finishedDir = new Path(outputFilePath, FINISHED_SUBDIR); + tmpDir = new Path(outputFilePath, DATA_SUBDIR); + } else { + finishedDir = new Path(outputFilePath + SP + FINISHED_SUBDIR); + tmpDir = new Path(outputFilePath + SP + DATA_SUBDIR); + } + + if (fs.delete(finishedDir, true)) { + LOG.info("Success to delete .finished dir:{}", finishedDir); + } else { + LOG.warn("Failed to delete .finished dir:{}", finishedDir); + } + + if (fs.delete(tmpDir, true)) { + LOG.info("Success to delete .data dir:{}", tmpDir); + } else { + LOG.warn("Failed to delete .data dir:{}", tmpDir); + } + } + + @Override + protected void closeSource() throws IOException { + if (fs != null) { + fs.close(); + } + } + + @Override + protected void createFinishedTag() throws IOException{ + if (fs != null) { + fs.createNewFile(new Path(finishedPath)); + LOG.info("Create finished tag dir:{}", finishedPath); + } + } + + @Override + protected void waitForAllTasksToFinish() throws IOException{ + Path finishedDir = new Path(outputFilePath + SP + FINISHED_SUBDIR); + final int maxRetryTime = 100; + int i = 0; + for (; i < maxRetryTime; ++i) { + if (fs.listStatus(finishedDir).length == numTasks) { + break; + } + SysUtil.sleep(3000); + } + + if (i == maxRetryTime) { + String subTaskDataPath = outputFilePath + SP + DATA_SUBDIR; + fs.delete(new Path(subTaskDataPath), true); + LOG.info("waitForAllTasksToFinish: delete path:[{}]", subTaskDataPath); + + fs.delete(finishedDir, true); + LOG.info("waitForAllTasksToFinish: delete finished dir:[{}]", finishedDir); + + throw new RuntimeException("timeout when gathering finish tags for each subtasks"); + } + } + + @Override + protected void coverageData() throws IOException{ + LOG.info("Overwrite the original data"); + + Path dir = new Path(outputFilePath); + if (!fs.exists(dir)) { + return; + } + + fs.delete(dir, true); + fs.mkdirs(dir); + } + + @Override + protected void moveTemporaryDataFileToDirectory() throws IOException { + PathFilter pathFilter = path -> path.getName().startsWith(String.valueOf(taskNumber)); + Path dir = new Path(outputFilePath); + Path tmpDir = new Path(tmpPath); + + FileStatus[] dataFiles = fs.listStatus(tmpDir, pathFilter); + for (FileStatus dataFile : dataFiles) { + if (fs.rename(dataFile.getPath(), new Path(dir, dataFile.getPath().getName()))) { + LOG.info("Rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } else { + LOG.info("Failed to rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } + } + } + + @Override + protected void moveAllTemporaryDataFileToDirectory() throws IOException { + PathFilter pathFilter = path -> !path.getName().startsWith("."); + Path dir = new Path(outputFilePath); + Path tmpDir = new Path(tmpPath); + + FileStatus[] dataFiles = fs.listStatus(tmpDir, pathFilter); + for (FileStatus dataFile : dataFiles) { + if (fs.rename(dataFile.getPath(), new Path(dir, dataFile.getPath().getName()))) { + LOG.info("Rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } else { + LOG.warn("Failed to rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } + } + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("OssWriter"); + } +} diff --git a/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssOutputFormatBuilder.java b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssOutputFormatBuilder.java new file mode 100644 index 0000000000..e4af3bca12 --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssOutputFormatBuilder.java @@ -0,0 +1,101 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss.writer; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.outputformat.FileOutputFormatBuilder; + +import java.util.List; + +/** + * The builder class of HdfsOutputFormat + * + * @author wangyulei + * @date 2021-06-30 + */ +public class OssOutputFormatBuilder extends FileOutputFormatBuilder { + + private BaseOssOutputFormat format; + + public OssOutputFormatBuilder(String type) { + switch (type.toUpperCase()) { + case "TEXT": + format = new OssTextOutputFormat(); + break; + default: + throw new IllegalArgumentException("Unsupported Oss file type: " + type); + } + + super.setFormat(format); + } + + public void setColumnNames(List columnNames) { + format.columnNames = columnNames; + } + + public void setColumnTypes(List columnTypes) { + format.columnTypes = columnTypes; + } + + public void setEndpoint(String endpoint) { + format.endpoint = endpoint; + } + + public void setAccessKey(String accessKey) { + format.accessKey = accessKey; + } + + public void setSecretKey(String secretKey) { + format.secretKey = secretKey; + } + + public void setFullColumnNames(List fullColumnNames) { + format.fullColumnNames = fullColumnNames; + } + + public void setDelimiter(String delimiter) { + format.delimiter = delimiter; + } + + public void setRowGroupSize(int rowGroupSize){ + format.rowGroupSize = rowGroupSize; + } + + public void setFullColumnTypes(List fullColumnTypes) { + format.fullColumnTypes = fullColumnTypes; + } + + public void setEnableDictionary(boolean enableDictionary) { + format.enableDictionary = enableDictionary; + } + + @Override + protected void checkFormat() { + super.checkFormat(); + + if (super.format.getPath() == null || super.format.getPath().length() == 0) { + throw new IllegalArgumentException("No valid path supplied."); + } + + if (!super.format.getPath().startsWith(ConstantValue.PROTOCOL_S3A)) { + throw new IllegalArgumentException("Path should start with s3a://"); + } + } + +} diff --git a/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssTextOutputFormat.java b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssTextOutputFormat.java new file mode 100644 index 0000000000..784bebd813 --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssTextOutputFormat.java @@ -0,0 +1,257 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package com.dtstack.flinkx.oss.writer; + +import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.oss.ECompressType; +import com.dtstack.flinkx.oss.OssUtil; +import com.dtstack.flinkx.oss.util.StrUtil; +import com.dtstack.flinkx.util.DateUtil; +import org.apache.commons.compress.compressors.bzip2.BZip2CompressorOutputStream; +import org.apache.commons.compress.compressors.gzip.GzipCompressorOutputStream; +import org.apache.flink.types.Row; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.io.compress.CompressionCodecFactory; + +import java.io.IOException; +import java.io.OutputStream; +import java.math.BigDecimal; +import java.math.BigInteger; +import java.sql.Timestamp; +import java.text.SimpleDateFormat; +import java.util.Date; +import java.util.List; +import java.util.Map; + +/** + * The builder class of OssOutputFormat writing text files + * + * @author wangyulei + * @date 2021-06-30 + */ +public class OssTextOutputFormat extends BaseOssOutputFormat { + + private static final int NEWLINE = 10; + private transient OutputStream stream; + + private static final int BUFFER_SIZE = 1000; + + @Override + public void flushDataInternal() throws IOException { + LOG.info("Close current text stream, write data size:[{}]", bytesWriteCounter.getLocalValue()); + + if (stream != null){ + stream.flush(); + stream.close(); + stream = null; + } + } + + @Override + public float getDeviation(){ + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + return compressType.getDeviation(); + } + + @Override + public String getExtension() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + return compressType.getSuffix(); + } + + @Override + protected void nextBlock(){ + super.nextBlock(); + + if (stream != null) { + return; + } + + try { + String currentBlockTmpPath = null; + if (tmpPath.endsWith("/")) { + currentBlockTmpPath = tmpPath + currentBlockFileName; + } else { + currentBlockTmpPath = tmpPath + SP + currentBlockFileName; + } + Path p = new Path(currentBlockTmpPath); + + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + if (ECompressType.TEXT_NONE.equals(compressType)) { + stream = fs.create(p); + } else { + p = new Path(currentBlockTmpPath); + if (compressType == ECompressType.TEXT_GZIP){ + stream = new GzipCompressorOutputStream(fs.create(p)); + } else if(compressType == ECompressType.TEXT_BZIP2){ + stream = new BZip2CompressorOutputStream(fs.create(p)); + } else if (compressType == ECompressType.TEXT_LZO) { + CompressionCodecFactory factory = new CompressionCodecFactory(new Configuration()); + stream = factory.getCodecByClassName("com.hadoop.compression.lzo.LzopCodec").createOutputStream(fs.create(p)); + } + } + + LOG.info("subtask:[{}] create block file:{}", taskNumber, currentBlockTmpPath); + + blockIndex++; + } catch (Exception e){ + LOG.error(e.getMessage(), e); + throw new RuntimeException(e); + } + } + + @Override + public void writeSingleRecordToFile(Row row) throws WriteRecordException { + if (stream == null) { + nextBlock(); + } + + StringBuilder sb = new StringBuilder(); + int i = 0; + try { + int cnt = fullColumnNames.size(); + for (; i < cnt; ++i) { + int j = colIndices[i]; + if (j == -1) { + continue; + } + + if (i != 0) { + sb.append(delimiter); + } + + appendDataToString(sb, row.getField(j), ColumnType.fromString(columnTypes.get(j))); + } + } catch (Exception e) { + if (i < row.getArity()) { + throw new WriteRecordException(recordConvertDetailErrorMessage(i, row), e, i, row); + } + throw new WriteRecordException(e.getMessage(), e); + } + + try { + byte[] bytes = sb.toString().getBytes(this.charsetName); + this.stream.write(bytes); + this.stream.write(NEWLINE); + rowsOfCurrentBlock++; + + if (restoreConfig.isRestore()) { + lastRow = row; + } + + if (rowsOfCurrentBlock % BUFFER_SIZE == 0) { + this.stream.flush(); + } + } catch (IOException e) { + LOG.error(e.getMessage(), e); + throw new WriteRecordException(String.format("数据写入oss异常，row:{%s}", row), e); + } + } + + private void appendDataToString(StringBuilder sb, Object column, ColumnType columnType) { + if (column == null) { + sb.append(OssUtil.NULL_VALUE); + return; + } + + String rowData = column.toString(); + if (rowData.length() == 0) { + sb.append(""); + } else { + switch (columnType) { + case TINYINT: + sb.append(Byte.valueOf(rowData)); + break; + case SMALLINT: + sb.append(Short.valueOf(rowData)); + break; + case INT: + sb.append(Integer.valueOf(rowData)); + break; + case BIGINT: + if (column instanceof Timestamp){ + column=((Timestamp) column).getTime(); + sb.append(column); + break; + } + + BigInteger data = new BigInteger(rowData); + if (data.compareTo(new BigInteger(String.valueOf(Long.MAX_VALUE))) > 0){ + sb.append(data); + } else { + sb.append(Long.valueOf(rowData)); + } + break; + case FLOAT: + sb.append(Float.valueOf(rowData)); + break; + case DOUBLE: + sb.append(Double.valueOf(rowData)); + break; + case DECIMAL: + sb.append(HiveDecimal.create(new BigDecimal(rowData))); + break; + case STRING: + case VARCHAR: + case CHAR: + if (column instanceof Timestamp) { + SimpleDateFormat fm = DateUtil.getDateTimeFormatterForMillisencond(); + sb.append(fm.format(column)); + } else if (column instanceof Map || column instanceof List) { + sb.append(gson.toJson(column)); + } else { + sb.append(rowData); + } + break; + case BOOLEAN: + sb.append(StrUtil.parseBoolean(rowData)); + break; + case DATE: + column = DateUtil.columnToDate(column,null); + sb.append(DateUtil.dateToString((Date) column)); + break; + case TIMESTAMP: + column = DateUtil.columnToTimestamp(column,null); + sb.append(DateUtil.timestampToString((Date)column)); + break; + default: + throw new IllegalArgumentException("Unsupported column type: " + columnType); + } + } + } + + @Override + protected String recordConvertDetailErrorMessage(int pos, Row row) { + return "\nOssTextOutputFormat [" + jobName + "] writeRecord error: when converting field[" + columnNames.get(pos) + "] in Row(" + row + ")"; + } + + @Override + public void closeSource() throws IOException { + OutputStream s = this.stream; + if (s != null) { + s.flush(); + this.stream = null; + s.close(); + } + } + +} diff --git a/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssWriter.java b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssWriter.java new file mode 100644 index 0000000000..526c636455 --- /dev/null +++ b/flinkx-oss/flinkx-oss-writer/src/main/java/com/dtstack/flinkx/oss/writer/OssWriter.java @@ -0,0 +1,173 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.oss.writer; + +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.oss.util.StrUtil; +import com.dtstack.flinkx.writer.BaseDataWriter; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; +import org.apache.parquet.hadoop.ParquetWriter; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.oss.OssConfigKeys.*; + +/** + * The writer plugin of oss + * + * @author wangyulei + * @date 2021-06-29 + */ +public class OssWriter extends BaseDataWriter { + + protected final Logger LOG = LoggerFactory.getLogger(getClass()); + + protected String fileType; + + protected String path; + + protected String fieldDelimiter; + + protected String compress; + + protected String fileName; + + protected List columnName; + + protected List columnType; + + protected String endpoint; + + protected String accessKey; + + protected String secretKey; + + protected String charSet; + + protected List fullColumnName; + + protected List fullColumnType; + + protected int rowGroupSize; + + protected long maxFileSize; + + protected long flushInterval; + + protected boolean enableDictionary; + + public OssWriter(DataTransferConfig config) { + super(config); + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + endpoint = writerConfig.getParameter().getStringVal(KEY_ENDPOINT); + accessKey = writerConfig.getParameter().getStringVal(KEY_ACCESS_KEY); + secretKey = writerConfig.getParameter().getStringVal(KEY_SECRET_KEY); + List columns = writerConfig.getParameter().getColumn(); + fileType = writerConfig.getParameter().getStringVal(KEY_FILE_TYPE); + + path = writerConfig.getParameter().getStringVal(KEY_PATH); + fieldDelimiter = writerConfig.getParameter().getStringVal(KEY_FIELD_DELIMITER); + charSet = writerConfig.getParameter().getStringVal(KEY_ENCODING); + rowGroupSize = writerConfig.getParameter().getIntVal(KEY_ROW_GROUP_SIZE, ParquetWriter.DEFAULT_BLOCK_SIZE); + maxFileSize = writerConfig.getParameter().getLongVal(KEY_MAX_FILE_SIZE, ConstantValue.STORE_SIZE_G); + flushInterval = writerConfig.getParameter().getLongVal(KEY_FLUSH_INTERVAL, 0); + enableDictionary = writerConfig.getParameter().getBooleanVal(KEY_ENABLE_DICTIONARY, true); + + if (fieldDelimiter == null || fieldDelimiter.length() == 0) { + fieldDelimiter = "\001"; + } else { + fieldDelimiter = com.dtstack.flinkx.util.StringUtil.convertRegularExpr(fieldDelimiter); + } + + compress = writerConfig.getParameter().getStringVal(KEY_COMPRESS); + fileName = writerConfig.getParameter().getStringVal(KEY_FILE_NAME, ""); + if (columns != null && columns.size() > 0) { + columnName = new ArrayList<>(); + columnType = new ArrayList<>(); + for (Object column : columns) { + Map sm = (Map) column; + columnName.add((String) sm.get(KEY_COLUMN_NAME)); + columnType.add((String) sm.get(KEY_COLUMN_TYPE)); + } + } + + fullColumnName = (List) writerConfig.getParameter().getVal(KEY_FULL_COLUMN_NAME_LIST); + fullColumnType = (List) writerConfig.getParameter().getVal(KEY_FULL_COLUMN_TYPE_LIST); + + mode = writerConfig.getParameter().getStringVal(KEY_WRITE_MODE); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + OssOutputFormatBuilder builder = new OssOutputFormatBuilder(fileType); + builder.setPath(dealWithPath(path)); + builder.setEndpoint(endpoint); + builder.setAccessKey(accessKey); + builder.setSecretKey(secretKey); + builder.setFileName(fileName); + builder.setWriteMode(mode); + builder.setColumnNames(columnName); + builder.setColumnTypes(columnType); + builder.setCompress(compress); + builder.setMonitorUrls(monitorUrls); + builder.setErrors(errors); + builder.setErrorRatio(errorRatio); + builder.setFullColumnNames(fullColumnName); + builder.setFullColumnTypes(fullColumnType); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); + builder.setCharSetName(charSet); + builder.setDelimiter(fieldDelimiter); + builder.setRowGroupSize(rowGroupSize); + builder.setRestoreConfig(restoreConfig); + builder.setMaxFileSize(maxFileSize); + builder.setFlushBlockInterval(flushInterval); + builder.setEnableDictionary(enableDictionary); + + return createOutput(dataSet, builder.finish()); + } + + private String dealWithPath(String path) { + String pathWithPrefix = path; + if (!StrUtil.startsWith(path, "s3a://")) { + if (StrUtil.startsWith(path, "//")) { + pathWithPrefix = "s3a:" + path; + } else if (StrUtil.startsWith(path, "/")) { + pathWithPrefix = "s3a:/" + path; + } else { + pathWithPrefix = "s3a://" + path; + } + } + + if (!StrUtil.endsWith(pathWithPrefix,"/")) { + pathWithPrefix = pathWithPrefix + "/"; + } + + LOG.debug("Path = " + pathWithPrefix); + return pathWithPrefix; + } +} diff --git a/flinkx-oss/pom.xml b/flinkx-oss/pom.xml new file mode 100644 index 0000000000..510558dc36 --- /dev/null +++ b/flinkx-oss/pom.xml @@ -0,0 +1,28 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-oss + pom + + flinkx-oss-core + flinkx-oss-writer + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index f7a9216bdd..f41bb7b38e 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -264,6 +264,7 @@ private static BaseDataWriter buildDataWriter(DataTransferConfig config){ case PluginNameConstants.PHOENIX5_WRITER : writer = new Phoenix5Writer(config); break; case PluginNameConstants.KINGBASE_WRITER : writer = new KingbaseWriter(config); break; case PluginNameConstants.RESTAPI_WRITER: writer = new RedisWriter(config); break; + case PluginNameConstants.OSS_WRITER: writer = new OssWriter(config); break; default:throw new IllegalArgumentException("Can not find writer by name:" + writerName); } diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java index c3a3dcd36a..79606ca67e 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java @@ -87,4 +87,5 @@ public class PluginNameConstants { public static final String GREENPLUM_WRITER = "greenplumwriter"; public static final String PHOENIX5_WRITER = "phoenix5writer"; public static final String KINGBASE_WRITER = "kingbasewriter"; + public static final String OSS_WRITER = "osswriter"; } diff --git a/pom.xml b/pom.xml index b8ac68013b..703eb34d87 100644 --- a/pom.xml +++ b/pom.xml @@ -33,6 +33,7 @@ flinkx-kingbase flinkx-hdfs + flinkx-oss flinkx-hive flinkx-es flinkx-ftp @@ -66,6 +67,7 @@ 1.11.3 2.12 2.7.3 + 2.3.1 4.5.3 ${basedir}/dev release_1.11.0 From 75fe2982798f604efc441abcb1339b21394d5f57 Mon Sep 17 00:00:00 2001 From: lkjhchen2 <30791835+lkjhchen2@users.noreply.github.com> Date: Tue, 7 Dec 2021 17:40:37 +0800 Subject: [PATCH 128/136] =?UTF-8?q?[hotfix-539][core]=E4=BF=AE=E5=A4=8DDat?= =?UTF-8?q?eUtil=E5=B7=A5=E5=85=B7=E7=B1=BB,=20=E9=81=87=E5=88=B0LocalDate?= =?UTF-8?q?Time=E5=92=8CLocalDate=E7=B1=BB=E5=9E=8B=E8=BD=AC=E5=8C=96,=20?= =?UTF-8?q?=E4=BB=BB=E5=8A=A1=E8=BF=90=E8=A1=8C=E5=A4=B1=E8=B4=A5=E7=9A=84?= =?UTF-8?q?=E9=97=AE=E9=A2=98=20(#540)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../com/dtstack/flinkx/util/ClassUtil.java | 1 + .../com/dtstack/flinkx/util/DateUtil.java | 124 ++++++++++-------- 2 files changed, 73 insertions(+), 52 deletions(-) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java index b073524412..7fb6aae459 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/ClassUtil.java @@ -38,6 +38,7 @@ public class ClassUtil { public static void forName(String clazz, ClassLoader classLoader) { synchronized (LOCK_STR){ try { + LOG.info("className = " + clazz); Class.forName(clazz, true, classLoader); DriverManager.setLoginTimeout(10); } catch (Exception e) { diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java index 660afb3f2f..935a654128 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/DateUtil.java @@ -23,6 +23,10 @@ import java.sql.Timestamp; import java.text.ParseException; import java.text.SimpleDateFormat; +import java.time.LocalDate; +import java.time.LocalDateTime; +import java.time.ZoneId; +import java.time.ZoneOffset; import java.util.Calendar; import java.util.Date; import java.util.HashMap; @@ -66,32 +70,32 @@ public class DateUtil { public final static int LENGTH_NANOSECOND = 19; public static ThreadLocal> datetimeFormatter = ThreadLocal.withInitial(() -> { - TimeZone timeZone = TimeZone.getTimeZone(TIME_ZONE); + TimeZone timeZone = TimeZone.getTimeZone(TIME_ZONE); - Map formatterMap = new HashMap<>(); - SimpleDateFormat standardDatetimeFormatter = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); - standardDatetimeFormatter.setTimeZone(timeZone); - formatterMap.put(STANDARD_DATETIME_FORMAT,standardDatetimeFormatter); + Map formatterMap = new HashMap<>(); + SimpleDateFormat standardDatetimeFormatter = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); + standardDatetimeFormatter.setTimeZone(timeZone); + formatterMap.put(STANDARD_DATETIME_FORMAT,standardDatetimeFormatter); - SimpleDateFormat unStandardDatetimeFormatter = new SimpleDateFormat("yyyyMMddHHmmss"); - unStandardDatetimeFormatter.setTimeZone(timeZone); - formatterMap.put(UN_STANDARD_DATETIME_FORMAT,unStandardDatetimeFormatter); + SimpleDateFormat unStandardDatetimeFormatter = new SimpleDateFormat("yyyyMMddHHmmss"); + unStandardDatetimeFormatter.setTimeZone(timeZone); + formatterMap.put(UN_STANDARD_DATETIME_FORMAT,unStandardDatetimeFormatter); - SimpleDateFormat dateFormatter = new SimpleDateFormat("yyyy-MM-dd"); - dateFormatter.setTimeZone(timeZone); - formatterMap.put(DATE_FORMAT,dateFormatter); + SimpleDateFormat dateFormatter = new SimpleDateFormat("yyyy-MM-dd"); + dateFormatter.setTimeZone(timeZone); + formatterMap.put(DATE_FORMAT,dateFormatter); - SimpleDateFormat timeFormatter = new SimpleDateFormat("HH:mm:ss"); - timeFormatter.setTimeZone(timeZone); - formatterMap.put(TIME_FORMAT,timeFormatter); + SimpleDateFormat timeFormatter = new SimpleDateFormat("HH:mm:ss"); + timeFormatter.setTimeZone(timeZone); + formatterMap.put(TIME_FORMAT,timeFormatter); - SimpleDateFormat yearFormatter = new SimpleDateFormat("yyyy"); - yearFormatter.setTimeZone(timeZone); - formatterMap.put(YEAR_FORMAT,yearFormatter); + SimpleDateFormat yearFormatter = new SimpleDateFormat("yyyy"); + yearFormatter.setTimeZone(timeZone); + formatterMap.put(YEAR_FORMAT,yearFormatter); - SimpleDateFormat standardDatetimeFormatterOfMillisecond = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS"); - standardDatetimeFormatterOfMillisecond.setTimeZone(timeZone); - formatterMap.put(STANDARD_DATETIME_FORMAT_FOR_MILLISECOND,standardDatetimeFormatterOfMillisecond); + SimpleDateFormat standardDatetimeFormatterOfMillisecond = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS"); + standardDatetimeFormatterOfMillisecond.setTimeZone(timeZone); + formatterMap.put(STANDARD_DATETIME_FORMAT_FOR_MILLISECOND,standardDatetimeFormatterOfMillisecond); return formatterMap; }); @@ -99,9 +103,9 @@ public class DateUtil { private DateUtil() {} public static java.sql.Date columnToDate(Object column,SimpleDateFormat customTimeFormat) { - if(column == null) { + if (column == null) { return null; - } else if(column instanceof String) { + } else if (column instanceof String) { if (((String) column).length() == 0){ return null; } @@ -119,18 +123,26 @@ public static java.sql.Date columnToDate(Object column,SimpleDateFormat customTi return new java.sql.Date(getMillSecond(rawData.toString())); } else if (column instanceof java.sql.Date) { return (java.sql.Date) column; - } else if(column instanceof Timestamp) { + } else if (column instanceof Timestamp) { Timestamp ts = (Timestamp) column; return new java.sql.Date(ts.getTime()); - } else if(column instanceof Date) { + } else if (column instanceof Date) { Date d = (Date)column; return new java.sql.Date(d.getTime()); + } else if (column instanceof LocalDate) { + LocalDate localDate = (LocalDate) column; + return new java.sql.Date( + localDate.atStartOfDay(ZoneId.systemDefault()).toInstant().toEpochMilli()); + } else if (column instanceof LocalDateTime) { + LocalDateTime localDateTime = (LocalDateTime) column; + return new java.sql.Date( + localDateTime.toInstant(ZoneOffset.of("+8")).toEpochMilli()); } throw new IllegalArgumentException("Can't convert " + column.getClass().getName() + " to Date"); } - public static java.sql.Timestamp columnToTimestamp(Object column,SimpleDateFormat customTimeFormat) { + public static java.sql.Timestamp columnToTimestamp(Object column, SimpleDateFormat customTimeFormat) { if (column == null) { return null; } else if(column instanceof String) { @@ -153,25 +165,33 @@ public static java.sql.Timestamp columnToTimestamp(Object column,SimpleDateForma return new java.sql.Timestamp(((java.sql.Date) column).getTime()); } else if(column instanceof Timestamp) { return (Timestamp) column; - } else if(column instanceof Date) { + } else if (column instanceof Date) { Date d = (Date)column; return new java.sql.Timestamp(d.getTime()); + } else if (column instanceof LocalDateTime) { + LocalDateTime localDateTime = (LocalDateTime) column; + return new java.sql.Timestamp( + localDateTime.toInstant(ZoneOffset.of("+8")).toEpochMilli()); + } else if (column instanceof LocalDate) { + LocalDate localDate = (LocalDate) column; + return new java.sql.Timestamp( + localDate.atStartOfDay(ZoneId.systemDefault()).toInstant().toEpochMilli()); } throw new IllegalArgumentException("Can't convert " + column.getClass().getName() + " to Date"); } - public static long getMillSecond(String data){ + public static long getMillSecond(String data) { long time = Long.parseLong(data); - if(data.length() == LENGTH_SECOND){ + if (data.length() == LENGTH_SECOND) { time = Long.parseLong(data) * 1000; - } else if(data.length() == LENGTH_MILLISECOND){ + } else if (data.length() == LENGTH_MILLISECOND) { time = Long.parseLong(data); - } else if(data.length() == LENGTH_MICROSECOND){ + } else if (data.length() == LENGTH_MICROSECOND) { time = Long.parseLong(data) / 1000; - } else if(data.length() == LENGTH_NANOSECOND){ + } else if (data.length() == LENGTH_NANOSECOND) { time = Long.parseLong(data) / 1000000 ; - } else if(data.length() < LENGTH_SECOND){ + } else if (data.length() < LENGTH_SECOND) { try { long day = Long.parseLong(data); Date date = datetimeFormatter.get().get(DATE_FORMAT).parse(START_TIME); @@ -179,18 +199,18 @@ public static long getMillSecond(String data){ long addMill = date.getTime() + day * 24 * 3600 * 1000; cal.setTimeInMillis(addMill); time = cal.getTimeInMillis(); - } catch (Exception ignore){ + } catch (Exception ignore) { } } return time; } - public static Date stringToDate(String strDate,SimpleDateFormat customTimeFormat) { - if(strDate == null || strDate.trim().length() == 0) { + public static Date stringToDate(String strDate, SimpleDateFormat customTimeFormat) { + if (strDate == null || strDate.trim().length() == 0) { return null; } - if(customTimeFormat != null){ + if (customTimeFormat != null) { try { return customTimeFormat.parse(strDate); } catch (ParseException ignored) { @@ -270,51 +290,51 @@ public static SimpleDateFormat buildDateFormatter(String timeFormat){ * @return String DateFormat字符串如：yyyy-MM-dd HH:mm:ss */ public static String getDateFormat(String str) { - if(StringUtils.isBlank(str)){ + if (StringUtils.isBlank(str)) { return null; } boolean year = false; Pattern pattern = Pattern.compile("^[-\\+]?[\\d]*$"); - if(pattern.matcher(str.substring(0, 4)).matches()) { + if (pattern.matcher(str.substring(0, 4)).matches()) { year = true; } StringBuilder sb = new StringBuilder(); int index = 0; - if(!year) { - if(str.contains("月") || str.contains("-") || str.contains("/")) { - if(Character.isDigit(str.charAt(0))) { + if (!year) { + if (str.contains("月") || str.contains("-") || str.contains("/")) { + if (Character.isDigit(str.charAt(0))) { index = 1; } - }else { + } else { index = 3; } } for (int i = 0; i < str.length(); i++) { char chr = str.charAt(i); - if(Character.isDigit(chr)) { - if(index==0) { + if (Character.isDigit(chr)) { + if (index==0) { sb.append("y"); } - if(index==1) { + if (index==1) { sb.append("M"); } - if(index==2) { + if (index==2) { sb.append("d"); } - if(index==3) { + if (index==3) { sb.append("H"); } - if(index==4) { + if (index==4) { sb.append("m"); } - if(index==5) { + if (index==5) { sb.append("s"); } - if(index==6) { + if (index==6) { sb.append("S"); } - }else { - if(i>0) { + } else { + if (i > 0) { char lastChar = str.charAt(i-1); if(Character.isDigit(lastChar)) { index++; From 0519f7081b40e877a5d4706ab1b9c5715e158625 Mon Sep 17 00:00:00 2001 From: lkjhchen2 <30791835+lkjhchen2@users.noreply.github.com> Date: Tue, 7 Dec 2021 17:41:22 +0800 Subject: [PATCH 129/136] =?UTF-8?q?[hotfix-541][core]=20=E4=BF=AE=E5=A4=8D?= =?UTF-8?q?hdfs=E8=BE=93=E5=87=BA=E7=B1=BB=E9=81=87=E5=88=B0=E8=AF=BB?= =?UTF-8?q?=E5=8F=96boolean=E7=B1=BB=E5=9E=8B,=20=E5=92=8C=E9=A2=84?= =?UTF-8?q?=E6=9C=9F=E7=BB=93=E6=9E=9C=E4=B8=8D=E5=90=8C=E7=9A=84=E9=97=AE?= =?UTF-8?q?=E9=A2=98=20(#546)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../java/com/dtstack/flinkx/util/StringUtil.java | 15 +++++++++++++++ .../hdfs/writer/HdfsParquetOutputFormat.java | 3 ++- .../flinkx/hdfs/writer/HdfsTextOutputFormat.java | 3 ++- 3 files changed, 19 insertions(+), 2 deletions(-) diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java index 473e2816a0..76ff4e99a8 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/util/StringUtil.java @@ -339,4 +339,19 @@ public static String splitIgnoreQuotaAndJoinByPoint(String table) { } return stringBuffer.toString(); } + + public static Boolean parseBoolean(String str) { + if (null == str || "null".equalsIgnoreCase(str)) { + return Boolean.FALSE; + } + + if ("1".equals(str)) { + return Boolean.TRUE; + } else if ("0".equals(str)) { + return Boolean.FALSE; + } else { + return Boolean.parseBoolean(str); + } + } + } diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java index f635c61348..02841a3ea1 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsParquetOutputFormat.java @@ -26,6 +26,7 @@ import com.dtstack.flinkx.util.DateUtil; import com.dtstack.flinkx.util.FileSystemUtil; import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.lang.StringUtils; import org.apache.flink.types.Row; import org.apache.hadoop.fs.FileSystem; @@ -246,7 +247,7 @@ private void addDataToGroup(Group group, Object valObj, int i) throws Exception{ group.add(colName,val); } break; - case "boolean" : group.add(colName,Boolean.parseBoolean(val));break; + case "boolean" : group.add(colName,StringUtil.parseBoolean(val));break; case "timestamp" : Timestamp ts = DateUtil.columnToTimestamp(valObj,null); byte[] dst = HdfsUtil.longToByteArray(ts.getTime()); diff --git a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java index e73ac5d850..daa9b32478 100644 --- a/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java +++ b/flinkx-hdfs/flinkx-hdfs-writer/src/main/java/com/dtstack/flinkx/hdfs/writer/HdfsTextOutputFormat.java @@ -23,6 +23,7 @@ import com.dtstack.flinkx.hdfs.ECompressType; import com.dtstack.flinkx.hdfs.HdfsUtil; import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.StringUtil; import org.apache.commons.compress.compressors.bzip2.BZip2CompressorOutputStream; import org.apache.commons.compress.compressors.gzip.GzipCompressorOutputStream; import org.apache.flink.types.Row; @@ -215,7 +216,7 @@ private void appendDataToString(StringBuilder sb, Object column, ColumnType colu } break; case BOOLEAN: - sb.append(Boolean.valueOf(rowData)); + sb.append(StringUtil.parseBoolean(rowData)); break; case DATE: column = DateUtil.columnToDate(column,null); From c41cfb2f5f3965b57b4894a316ef52f3e1d28834 Mon Sep 17 00:00:00 2001 From: fengjiangtao Date: Tue, 7 Dec 2021 17:42:57 +0800 Subject: [PATCH 130/136] =?UTF-8?q?[feat-554][flinkx-hudi]=20=E5=A2=9E?= =?UTF-8?q?=E5=8A=A0flinkx-hudi-writer=E6=A8=A1=E5=9D=97=20(#558)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-hudi/flinkx-hudi-core/pom.xml | 14 + .../dtstack/flinkx/hudi/HudiConfigKeys.java | 73 +++++ flinkx-hudi/flinkx-hudi-writer/pom.xml | 288 +++++++++++++++++ .../HudiOutputFormat.java | 303 ++++++++++++++++++ .../HudiOutputformatBuilder.java | 105 ++++++ .../HudiWriter.java | 151 +++++++++ flinkx-hudi/pom.xml | 37 +++ pom.xml | 1 + 8 files changed, 972 insertions(+) create mode 100644 flinkx-hudi/flinkx-hudi-core/pom.xml create mode 100644 flinkx-hudi/flinkx-hudi-core/src/main/java/com/dtstack/flinkx/hudi/HudiConfigKeys.java create mode 100644 flinkx-hudi/flinkx-hudi-writer/pom.xml create mode 100644 flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiOutputFormat.java create mode 100644 flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiOutputformatBuilder.java create mode 100644 flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiWriter.java create mode 100644 flinkx-hudi/pom.xml diff --git a/flinkx-hudi/flinkx-hudi-core/pom.xml b/flinkx-hudi/flinkx-hudi-core/pom.xml new file mode 100644 index 0000000000..ce04a42e5c --- /dev/null +++ b/flinkx-hudi/flinkx-hudi-core/pom.xml @@ -0,0 +1,14 @@ + + + + flinkx-hudi + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-hudi-core + + \ No newline at end of file diff --git a/flinkx-hudi/flinkx-hudi-core/src/main/java/com/dtstack/flinkx/hudi/HudiConfigKeys.java b/flinkx-hudi/flinkx-hudi-core/src/main/java/com/dtstack/flinkx/hudi/HudiConfigKeys.java new file mode 100644 index 0000000000..0b9277369c --- /dev/null +++ b/flinkx-hudi/flinkx-hudi-core/src/main/java/com/dtstack/flinkx/hudi/HudiConfigKeys.java @@ -0,0 +1,73 @@ +package com.dtstack.flinkx.hudi;/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** + * @author fengjiangtao_yewu@cmss.chinamobile.com + * @date 2021-08-05 + */ +public class HudiConfigKeys { + public static final String KEY_PATH = "path"; + + public static final String KEY_HADOOP_CONFIG = "hadoopConfig"; + + public static final String KEY_DEFAULT_FS = "defaultFS"; + + public static final String KEY_WRITE_MODE = "writeMode"; + + public static final String KEY_COLUMN_NAME = "name"; + + public static final String KEY_COLUMN_TYPE = "type"; + + public static final String KEY_COMPRESS = "compress"; + + public static final String KEY_TABLE_NAME = "tableName"; + + public static final String KEY_TABLE_TYPE = "tableType"; + + public static final String KEY_TABLE_RECORD_KEY = "recordKey"; + + public static final String KEY_TABLE_TYPE_RECORD = "record"; + + public static final String KEY_SCHEMA_FIELDS = "fields"; + + public static final String KEY_PARTITION_FIELDS = "partitionFields"; + + public static final String KEY_HIVE_JDBC = "hiveJdbcUrl"; + + public static final String KEY_HIVE_METASTORE = "hiveMetastore"; + + public static final String KEY_HIVE_USER = "hiveUser"; + + public static final String KEY_HIVE_PASS = "hivePass"; + + public static final String KEY_BATCH_INTERVAL = "batchInterval"; + + public static final String KEY_HA_DEFAULT_FS = "dfs.nameservices"; + + public static final String KEY_HIVE_METASTORE_URIS = "hive.metastore.uris"; + + public static final String KEY_LAKEHOUSE_METADATAURL = "lakehouse.metadataUrl"; + + public static final String KEY_LAKEHOUSE_JOBUUID = "lakehouse.jobUUID"; + + public static final String KEY_LAKEHOUSE_USERID = "lakehouse.userId"; + + public static final String KEY_HADOOP_USER_NAME = "HADOOP_USER_NAME"; + + public static final String KEY_DBTABLE_DELIMITER = "."; +} diff --git a/flinkx-hudi/flinkx-hudi-writer/pom.xml b/flinkx-hudi/flinkx-hudi-writer/pom.xml new file mode 100644 index 0000000000..49ef214452 --- /dev/null +++ b/flinkx-hudi/flinkx-hudi-writer/pom.xml @@ -0,0 +1,288 @@ + + + + flinkx-hudi + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-hudi-writer + + + + + org.anarres.lzo + lzo-core + 1.0.2 + + + org.anarres.lzo + lzo-hadoop + 1.0.5 + + + hadoop-core + org.apache.hadoop + + + + + + com.dtstack.flinkx + flinkx-hudi-core + 1.6 + + + httpcore + org.apache.httpcomponents + + + httpclient + org.apache.httpcomponents + + + + + + com.dtstack.flinkx + flinkx-hudi-core + 1.6 + compile + + + org.apache.flink + flink-table-common + ${flink.version} + compile + + + org.apache.hudi + hudi-flink_2.12 + ${hudi.version} + + + org.eclipse.jetty + jetty-server + + + org.eclipse.jetty + jetty-client + + + org.eclipse.jetty + jetty-http + + + org.eclipse.jetty + jetty-io + + + org.eclipse.jetty + jetty-rewrite + + + org.eclipse.jetty + jetty-security + + + org.eclipse.jetty + jetty-servlet + + + org.eclipse.jetty + jetty-util + + + org.eclipse.jetty + jetty-webapp + + + org.eclipse.jetty + jetty-xml + + + org.apache.hive + hive-exec + + + org.apache.hudi + hudi-common + + + org.apache.hudi + hudi-client-common + + + org.apache.hudi + hudi-java-client + + + org.apache.hudi + hudi-hive-sync + + + + + org.apache.hudi + hudi-common + ${hudi.version} + shade + + + org.apache.hudi + hudi-java-client + ${hudi.version} + shade + + + org.slf4j + slf4j-api + + + + + org.apache.hudi + hudi-hive-sync + ${hudi.version} + shade + + + org.eclipse.jetty + jetty-server + ${jetty-server.version} + + + org.apache.avro + avro + ${avro.version} + + + org.apache.parquet + parquet-avro + ${parquet-avro.version} + + + org.apache.hive + hive-service + ${hive.version} + + + org.slf4j + slf4j-api + + + org.slf4j + slf4j-log4j12 + + + + + org.apache.hive + hive-jdbc + ${hive.version} + + + org.eclipse.jetty.orbit + javax.servlet + + + org.apache.parquet + parquet-hadoop-bundle + + + + + org.apache.calcite + calcite-core + 1.10.0 + + + com.alibaba + fastjson + 1.2.76 + + + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + ch.qos.logback:* + com.google.code.gson:* + com.data-artisans:* + org.scala-lang:* + io.netty:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiOutputFormat.java b/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiOutputFormat.java new file mode 100644 index 0000000000..26c8aa0143 --- /dev/null +++ b/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiOutputFormat.java @@ -0,0 +1,303 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.hudi.writer; + +import com.dtstack.flinkx.hudi.HudiConfigKeys; +import com.dtstack.flinkx.outputformat.BaseRichOutputFormat; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.util.FileSystemUtil; +import com.dtstack.flinkx.util.GsonUtil; +import com.dtstack.flinkx.util.StringUtil; +import com.google.common.collect.Lists; +import org.apache.flink.types.Row; +import org.apache.flink.util.StringUtils; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.conf.HiveConf; +import org.apache.hudi.client.HoodieJavaWriteClient; +import org.apache.hudi.client.common.HoodieJavaEngineContext; +import org.apache.hudi.common.engine.EngineType; +import org.apache.hudi.common.fs.FSUtils; +import org.apache.hudi.common.model.HoodieAvroPayload; +import org.apache.hudi.common.model.HoodieKey; +import org.apache.hudi.common.model.HoodieRecord; +import org.apache.hudi.common.table.HoodieTableMetaClient; +import org.apache.hudi.common.util.Option; +import org.apache.hudi.config.HoodieCompactionConfig; +import org.apache.hudi.config.HoodieIndexConfig; +import org.apache.hudi.config.HoodieWriteConfig; +import org.apache.hudi.hive.HiveSyncConfig; +import org.apache.hudi.hive.HiveSyncTool; +import org.apache.hudi.hive.ddl.HiveSyncMode; +import org.apache.hudi.index.HoodieIndex; +import org.apache.hudi.org.apache.avro.Schema; +import org.apache.hudi.org.apache.avro.generic.GenericData; +import org.apache.hudi.org.apache.avro.generic.GenericRecord; + +import java.util.Iterator; +import java.util.List; +import java.util.Map; +import java.util.stream.Collectors; + +import static com.dtstack.flinkx.hudi.HudiConfigKeys.KEY_HADOOP_USER_NAME; + +/** + * Reference: org.apache.hudi.examples.java.HoodieJavaWriteClientExample + * + * @author fengjiangtao_yewu@cmss.chinamobile.com + * @date 2021-08-10 + */ + +public class HudiOutputFormat extends BaseRichOutputFormat { + protected String tableName; + protected String tableType; + protected String path; + protected String schema; + protected String defaultFS; + protected String recordKey; + protected String hiveJdbcUrl; + protected String hiveMetastore; + protected String hiveUser; + protected String hivePass; + protected Schema avroSchema; + protected String[] dbTableName; + protected Map hadoopConfig; + protected List metaColumns; + protected List partitionFields; + + protected transient HoodieJavaWriteClient client; + protected FileSystem fs; + protected Configuration hadoopConfiguration; + protected HiveConf hiveConf; + protected HiveSyncConfig hiveSyncConfig; + + @Override + protected void openInternal(int taskNumber, int numTasks) { + dbTableName = org.apache.commons.lang3.StringUtils.split(tableName, "."); + // Create the write client to write some records in + HoodieWriteConfig hudiWriteConfig = HoodieWriteConfig.newBuilder() + .withEngineType(EngineType.FLINK).withPath(path) + .withSchema(schema).withParallelism(numTasks, numTasks) + .withDeleteParallelism(numTasks).forTable(dbTableName[1]) + .withIndexConfig(HoodieIndexConfig.newBuilder().withIndexType(HoodieIndex.IndexType.INMEMORY).build()) + .withCompactionConfig(HoodieCompactionConfig.newBuilder().archiveCommitsWith(20, 30).build()).build(); + + hadoopConfiguration = FileSystemUtil.getConfiguration(hadoopConfig, defaultFS); + client = new HoodieJavaWriteClient<>(new HoodieJavaEngineContext(hadoopConfiguration), hudiWriteConfig); + avroSchema = new Schema.Parser().parse(schema); + + if (hadoopConfig.containsKey(KEY_HADOOP_USER_NAME)) { + // Config the HADOOP_USER_NAME for permission. + LOG.info("Default System HADOOP_USER_NAME:" + System.getProperty(KEY_HADOOP_USER_NAME)); + System.setProperty(KEY_HADOOP_USER_NAME, hadoopConfig.get(KEY_HADOOP_USER_NAME).toString()); + LOG.info("Change System HADOOP_USER_NAME:" + System.getProperty(KEY_HADOOP_USER_NAME)); + } + + LOG.info("Init hudi table schema:[{}]", schema); + initTable(hadoopConfiguration, dbTableName[1]); + initHiveConf(); + } + + @Override + protected void writeSingleRecordInternal(Row row) { + String newCommitTime = client.startCommit(); + HoodieRecord hoodieRecord = buildHudiRecords(row); + List> records = Lists.newArrayList(hoodieRecord).stream() + .filter(record -> record != null).collect(Collectors.toList()); + + if (records.size() > 0) { + client.upsert(records, newCommitTime); + syncHiveMeta(); + } + } + + /** + * Multiple write cost less when every writing needs to sync hive Metastore. + */ + @Override + protected void writeMultipleRecordsInternal() { + String newCommitTime = client.startCommit(); + + List> records = rows.stream().filter(record -> record != null) + .map(this::buildHudiRecords).collect(Collectors.toList()); + if (records.size() > 0) { + client.upsert(records, newCommitTime); + syncHiveMeta(); + } + } + + /** + * Build hudi record by row data. + * + * @param row + * @return + */ + private HoodieRecord buildHudiRecords(Row row) { + HoodieKey key = new HoodieKey(); + // Set first key as recordKey + Option genericRecord; + HoodieAvroPayload hoodieAvroPayload; + HoodieRecord hoodieRecord; + try { + key.setRecordKey(recordKey); + // TODO Next version will support partition table. + key.setPartitionPath(""); + + genericRecord = Option.of(buildGenericRecord(row)); + if (!genericRecord.isPresent()) { + return null; + } + hoodieAvroPayload = new HoodieAvroPayload(genericRecord); + hoodieRecord = new HoodieRecord<>(key, hoodieAvroPayload); + } catch (Exception e) { + LOG.error("Build hudi records err. Row:" + row.toString(), e); + throw new RuntimeException(e); + } + + return hoodieRecord; + } + + /** + * Init the table + * + * @param hadoopConf + * @param splitTableName + */ + private void initTable(Configuration hadoopConf, String splitTableName) { + // initialize the table, if not done already + Path path = new Path(this.path); + try { + fs = FSUtils.getFs(this.path, hadoopConf); + if (!fs.exists(path)) { + HoodieTableMetaClient metaClient = HoodieTableMetaClient.withPropertyBuilder() + .setTableType(tableType) + .setTableName(splitTableName) + .setPayloadClassName(HoodieAvroPayload.class.getName()) + .initTable(hadoopConf, this.path); + + LOG.info("Hudi table init done.", metaClient.getMetaPath()); + } + } catch (Exception e) { + LOG.warn("Hudi table init err. " + tableName, e); + throw new RuntimeException("Create hudi table failed:" + splitTableName + ", " + e.getMessage()); + } + } + + /** + * Init hive configuration. + */ + private void initHiveConf() { + hiveConf = new HiveConf(); + hiveConf.set(HudiConfigKeys.KEY_HIVE_METASTORE_URIS, hiveMetastore); + hiveConf.set(HudiConfigKeys.KEY_HA_DEFAULT_FS, defaultFS); + + Iterator> iterator = hadoopConfiguration.iterator(); + while (iterator.hasNext()) { + Map.Entry entry = iterator.next(); + hiveConf.set(entry.getKey(), entry.getValue()); + } + + hiveSyncConfig = new HiveSyncConfig(); + hiveSyncConfig.jdbcUrl = this.hiveJdbcUrl; + hiveSyncConfig.autoCreateDatabase = true; + hiveSyncConfig.databaseName = this.dbTableName[0]; + hiveSyncConfig.tableName = this.dbTableName[1]; + hiveSyncConfig.basePath = this.path; + hiveSyncConfig.assumeDatePartitioning = true; + hiveSyncConfig.usePreApacheInputFormat = false; + hiveSyncConfig.createManagedTable = true; + if (org.apache.commons.lang3.StringUtils.isNotBlank(this.hiveUser)) { + hiveSyncConfig.hiveUser = this.hiveUser; + } + if (org.apache.commons.lang3.StringUtils.isNotBlank(this.hivePass)) { + hiveSyncConfig.hivePass = this.hivePass; + } + if (partitionFields.size() > 0) { + hiveSyncConfig.partitionFields = partitionFields; + } + + // Default use HIVEQL sync mode + hiveSyncConfig.syncMode = HiveSyncMode.HIVEQL.name(); + } + + /** + * Sync the hive meta after every upsert batch. + * + * @return + */ + private boolean syncHiveMeta() { + try { + HiveSyncTool hiveSyncTool = new HiveSyncTool(hiveSyncConfig, hiveConf, fs); + hiveSyncTool.syncHoodieTable(); + } catch (Exception e) { + LOG.error("Create hive meta failed " + tableName, e); + throw new RuntimeException("Sync hudi to hive metastore failed.", e); + } + + return true; + } + + /** + * Schema for example: + * { + * "type": "record", + * "name": "triprec", + * "fields": [ + * {"name": "ts","type": "long"}, + * {"name": "uuid","type": "string"}, + * {"name": "begin_lat","type": "double"} + * ] + * } + * + * @param row + * @return + */ + private GenericRecord buildGenericRecord(Row row) { + GenericRecord rec = new GenericData.Record(avroSchema); + + try { + int arity = row.getArity(); + if (metaColumns != null && metaColumns.size() > 0) { + for (int i = 0; i < arity; i++) { + String value = StringUtils.arrayAwareToString(row.getField(i)); + rec.put(metaColumns.get(i).getName(), StringUtil.string2col(value, metaColumns.get(i).getType(), null)); + } + } else { + Map map = GsonUtil.GSON.fromJson(row.getField(0).toString(), GsonUtil.gsonMapTypeToken); + map.keySet().stream().forEach(key -> rec.put(key, map.get(key))); + } + } catch (Exception e) { + LOG.warn("Build genericRecord err." + row.toString(), e); + return null; + } + + return rec; + } + + /** + * Close client. + */ + @Override + public void closeInternal() { + LOG.warn("Hudi output closeInternal."); + if (null != client) { + client.close(); + } + } +} diff --git a/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiOutputformatBuilder.java b/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiOutputformatBuilder.java new file mode 100644 index 0000000000..36d9825a39 --- /dev/null +++ b/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiOutputformatBuilder.java @@ -0,0 +1,105 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.hudi.writer; + +import com.dtstack.flinkx.outputformat.BaseRichOutputFormatBuilder; +import com.dtstack.flinkx.reader.MetaColumn; +import org.apache.avro.Schema; + +import java.util.List; +import java.util.Map; + +/** + * @author fengjiangtao_yewu@cmss.chinamobile.com + * @date 2021-08-10 + */ + +public class HudiOutputformatBuilder extends BaseRichOutputFormatBuilder { + private HudiOutputFormat format; + + public HudiOutputformatBuilder() { + super.format = format = new HudiOutputFormat(); + } + + public void setTableName(String tableName) { + format.tableName = tableName; + } + + public void setTableType(String tableType) { + format.tableType = tableType; + } + public void setRecordKey(String recordKey) { + format.recordKey = recordKey; + } + + public void setPath(String path) { + format.path = path; + } + + public void setHadoopConf(Map hadoopConf) { + format.hadoopConfig = hadoopConf; + } + + public void setDefaultFS(String defaultFS) { + format.defaultFS = defaultFS; + } + + public void setHiveJdbcUrl(String hiveJdbcUrl) { + format.hiveJdbcUrl = hiveJdbcUrl; + } + + public void setHiveMetastore(String hiveMetastore) { + format.hiveMetastore = hiveMetastore; + } + + public void setHiveUser(String hiveUser) { + format.hiveUser = hiveUser; + } + + public void setHivePass(String hivePass) { + format.hivePass = hivePass; + } + + public void setSchema(String schema) { + format.schema = schema; + } + + public void setColumns(List metaColumns) { + format.metaColumns = metaColumns; + } + + public void setPartitionFields(List partitionFields) { + format.partitionFields = partitionFields; + } + + /** + * Column type comes form org.apache.avro.Schema.Type + */ + @Override + protected void checkFormat() { + MetaColumn mColumn = null; + try { + for (MetaColumn metaColumn : format.metaColumns) { + mColumn = metaColumn; + Schema.Type.valueOf(metaColumn.getType().toUpperCase()); + } + } catch (Exception e) { + throw new UnsupportedOperationException("This plugin column's type not support: " + mColumn.getType()); + } + } +} diff --git a/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiWriter.java b/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiWriter.java new file mode 100644 index 0000000000..25d7307dc4 --- /dev/null +++ b/flinkx-hudi/flinkx-hudi-writer/src/main/java/com.dtstack.flinkx.hudi.writer/HudiWriter.java @@ -0,0 +1,151 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.dtstack.flinkx.hudi.writer; + +import com.alibaba.fastjson.JSONArray; +import com.alibaba.fastjson.JSONObject; +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.hudi.HudiConfigKeys; +import com.dtstack.flinkx.reader.MetaColumn; +import com.dtstack.flinkx.writer.BaseDataWriter; +import org.apache.commons.lang3.StringUtils; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; +import org.apache.hudi.common.model.HoodieTableType; + +import java.util.ArrayList; +import java.util.Arrays; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.hudi.HudiConfigKeys.*; + +/** + * @author fengjiangtao_yewu@cmss.chinamobile.com + * @date 2021-08-10 + */ + +public class HudiWriter extends BaseDataWriter { + /** + * org.apache.hudi.common.model.WriteOperationType + * UPSERT | UPSERT_PREPPED + */ + protected String writeOperation; + + /** + * Table name to register to Hive metastore + */ + protected String tableName; + + /** + * Type of table to write. COPY_ON_WRITE (or) MERGE_ON_READ + */ + protected String tableType; + + /** + * Base path for the target hoodie table. + */ + protected String path; + + /** + * Async Compaction, enabled by default for MOR + */ + protected boolean compress; + + protected List metaColumns; + protected String defaultFS; + protected String recordKey; + protected String hiveJdbcUrl; + protected String hiveMetastore; + protected String hiveUser; + protected String hivePass; + protected int batchInterval; + protected List partitionFields; + protected Map hadoopConfig; + + public HudiWriter(DataTransferConfig config) { + super(config); + + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + writeOperation = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_WRITE_MODE); + tableName = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_TABLE_NAME); + tableType = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_TABLE_TYPE, HoodieTableType.COPY_ON_WRITE.name()); + recordKey = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_TABLE_RECORD_KEY, "id"); + path = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_PATH); + compress = writerConfig.getParameter().getBooleanVal(HudiConfigKeys.KEY_COMPRESS, Boolean.FALSE); + metaColumns = MetaColumn.getMetaColumns(writerConfig.getParameter().getColumn()); + defaultFS = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_DEFAULT_FS); + hiveJdbcUrl = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_HIVE_JDBC); + hiveMetastore = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_HIVE_METASTORE); + hiveUser = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_HIVE_USER, ""); + hivePass = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_HIVE_PASS, ""); + batchInterval = writerConfig.getParameter().getIntVal(HudiConfigKeys.KEY_BATCH_INTERVAL, 1); + String partitionField = writerConfig.getParameter().getStringVal(HudiConfigKeys.KEY_PARTITION_FIELDS); + partitionFields = StringUtils.isNotBlank(partitionField) ? Arrays.asList(StringUtils.split(partitionField, ",")) : new ArrayList<>(); + hadoopConfig = (Map) writerConfig.getParameter().getVal(HudiConfigKeys.KEY_HADOOP_CONFIG); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + HudiOutputformatBuilder builder = new HudiOutputformatBuilder(); + builder.setTableName(tableName); + builder.setTableType(tableType); + builder.setRecordKey(recordKey); + builder.setPath(path); + builder.setHadoopConf(hadoopConfig); + builder.setDefaultFS(defaultFS); + builder.setHiveJdbcUrl(hiveJdbcUrl); + builder.setHiveMetastore(hiveMetastore); + builder.setHiveUser(hiveUser); + builder.setHivePass(hivePass); + builder.setSchema(buildSchema(metaColumns, tableName)); + builder.setColumns(metaColumns); + builder.setPartitionFields(partitionFields); + builder.setBatchInterval(batchInterval); + + return createOutput(dataSet, builder.finish()); + } + + /** + * Transform MetaColumn to org.apache.avro.Schema. + * + * @param metaColumns + * @param tableName + * @return + */ + private String buildSchema(List metaColumns, String tableName) { + String[] dbTableName = StringUtils.split(tableName, "."); + JSONArray jsonArray = new JSONArray(); + metaColumns.forEach(metaColumn -> { + JSONObject jsonField = new JSONObject(); + jsonField.put(KEY_COLUMN_NAME, metaColumn.getName()); + jsonField.put(KEY_COLUMN_TYPE, metaColumn.getType()); + jsonArray.add(jsonField); + }); + + JSONObject schemaJson = new JSONObject(); + schemaJson.put(KEY_COLUMN_NAME, dbTableName[1]); + schemaJson.put(KEY_COLUMN_TYPE, KEY_TABLE_TYPE_RECORD); + schemaJson.put(KEY_SCHEMA_FIELDS, jsonArray); + + return schemaJson.toString(); + } + +} diff --git a/flinkx-hudi/pom.xml b/flinkx-hudi/pom.xml new file mode 100644 index 0000000000..c5b675bf5d --- /dev/null +++ b/flinkx-hudi/pom.xml @@ -0,0 +1,37 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-hudi-core + flinkx-hudi-writer + + + flinkx-hudi + pom + + + 0.9.0 + 2.3.1 + + 1.8.2 + 1.11.1 + 9.4.15.v20190215 + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/pom.xml b/pom.xml index b8ac68013b..af22d481a1 100644 --- a/pom.xml +++ b/pom.xml @@ -59,6 +59,7 @@ flinkx-restapi flinkx-sqlservercdc flinkx-oraclelogminer + flinkx-hudi From 6287466075d78dbb2421807233abd3a5c58ff2c4 Mon Sep 17 00:00:00 2001 From: fengjiangtao Date: Tue, 7 Dec 2021 20:47:21 +0800 Subject: [PATCH 131/136] =?UTF-8?q?[docs-554][flinkx-hudi]=20=E5=A2=9E?= =?UTF-8?q?=E5=8A=A0kafka=E5=86=99=E5=85=A5hudi=E5=AE=9E=E4=BE=8B=E6=96=87?= =?UTF-8?q?=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/realTime/writer/hudiwriter.md | 181 +++++++++++++++++++++++++++++ 1 file changed, 181 insertions(+) create mode 100644 docs/realTime/writer/hudiwriter.md diff --git a/docs/realTime/writer/hudiwriter.md b/docs/realTime/writer/hudiwriter.md new file mode 100644 index 0000000000..364ce95985 --- /dev/null +++ b/docs/realTime/writer/hudiwriter.md @@ -0,0 +1,181 @@ +# Hudi Writer + + + +- [一、插件名称](#一插件名称) +- [二、参数说明](#二参数说明) +- [三、配置示例](#三配置示例) + - [1、kafka2hudi](#1kafka2hudi) + + + +
+ +## 一、插件名称 + +**名称：hudiwriter**
+ +
+ +## 二、参数说明 + +- **batchInterval** + - 描述：单次批量写入数据条数，建议配置大于1 + - 必选：否 + - 字段类型：int + - 默认值：1 + +
+ +- **tableName** + - 描述：库表名 + - 必选：是 + - 字段类型：String + - 默认值：无 + - 注意：英文点号分隔的 {Database}.{Table} + +
+ +- **path** + - 描述：表所在HDFS路径 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **defaultFS** + - 描述：Hadoop hdfs文件系统namenode节点地址。格式：hdfs://ip:端口；例如：hdfs://127.0.0.1:9 + - 必选：是 + - 字段类型：String + - 默认值：无 + +
+ +- **hadoopConfig** + - 描述：集群HA模式时需要填写的namespace配置及其它配置 + - 必选：否 + - 字段类型：Map + - 默认值：无 + +
+ +- **column** + - 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。 + - 必选：是 + - 默认值：无 + - 字段类型：List + +
+ +- **hiveJdbcUrl** + - 描述：Hive jdbc链接地址，例如jdbc:hive2://127.0.0.1:9093 + - 必选：是 + - 默认值：无 + - 字段类型：String + +
+ +- **hiveMetastore** + - 描述：Hive Metastore元数据地址，例如thrift://127.0.0.1:9083 + - 必选：是 + - 默认值：无 + - 字段类型：String + +
+ +- **hiveUser** + - 描述：Hive用户名 + - 必选：否 + - 默认值：无 + - 字段类型：String + +- **hivePass** + - 描述：Hive用户对应密码 + - 必选：否 + - 默认值：无 + - 字段类型：String + +## 三、配置示例 + +### 1、kafka2hudi + +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "kafkareader", + "parameter": { + "blankIgnore": true, + "codec": "JSON", + "consumerSettings": { + "bootstrap.servers": "100.100.100.1:6667,100.100.100.2:6667" + }, + "groupId": "flink", + "metaColumns": [ + { + "name": "id", + "type": "int" + }, + { + "name": "name", + "type": "string" + }, + { + "name": "age", + "type": "int" + } + ], + "mode": "latest-offset", + "topic": "flinkx01" + } + }, + "writer": { + "name": "hudiwriter", + "parameter": { + "batchInterval": 10, + "column": [ + { + "name": "id", + "type": "int" + }, + { + "name": "name", + "type": "string" + }, + { + "name": "age", + "type": "int" + } + ], + "defaultFS": "hdfs://ns1", + "hadoopConfig": { + "dfs.nameservices": "ns1", + "dfs.ha.namenodes.ns1": "nn1,nn2", + "dfs.client.failover.proxy.provider.ns1": "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider", + "dfs.namenode.rpc-address.ns1.nn2": "100.100.100.1:8020", + "dfs.namenode.rpc-address.ns1.nn1": "100.100.100.2:8020", + "fs.file.impl": "org.apache.hadoop.fs.LocalFileSystem", + "fs.hdfs.impl": "org.apache.hadoop.hdfs.DistributedFileSystem", + "HADOOP_USER_NAME": "hive" + }, + "hiveJdbcUrl": "jdbc:hive2://localhost:9083", + "hiveMetastore": "thrift://localhost:9083", + "hiveUser": "hive", + "path": "hdfs://ns1/spark_1/lakehouse", + "tableName": "test.flinkx01" + } + } + } + ], + "setting": { + "speed": { + "bytes": 0, + "channel": 1 + } + } + } +} +``` From c7f9da93d5721467bd3aa6ec4150f43e5702b201 Mon Sep 17 00:00:00 2001 From: wuzhongjian Date: Mon, 20 Dec 2021 10:13:38 +0800 Subject: [PATCH 132/136] =?UTF-8?q?[feat-570][flinkx-alluxio]=20=E5=A2=9E?= =?UTF-8?q?=E5=8A=A0flinkx-alluxio-writer=E6=A8=A1=E5=9D=97?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- flinkx-alluxio/flinkx-alluxio-core/pom.xml | 112 ++++++ .../flinkx/alluxio/AlluxioConfigKeys.java | 43 +++ .../dtstack/flinkx/alluxio/AlluxioUtil.java | 180 ++++++++++ .../dtstack/flinkx/alluxio/ECompressType.java | 80 +++++ .../flinkx/alluxio/util/StringUtil.java | 152 ++++++++ flinkx-alluxio/flinkx-alluxio-writer/pom.xml | 128 +++++++ .../writer/AlluxioOrcOutputFormat.java | 275 +++++++++++++++ .../writer/AlluxioOutputFormatBuilder.java | 79 +++++ .../writer/AlluxioParquetOutputFormat.java | 318 +++++++++++++++++ .../writer/AlluxioTextOutputFormat.java | 231 ++++++++++++ .../flinkx/alluxio/writer/AlluxioWriter.java | 161 +++++++++ .../writer/BaseAlluxioOutputFormat.java | 331 ++++++++++++++++++ flinkx-alluxio/pom.xml | 28 ++ .../flinkx/constants/ConstantValue.java | 1 + .../com/dtstack/flinkx/enums/WriteType.java | 30 ++ flinkx-test/pom.xml | 5 + .../com/dtstack/flinkx/test/LocalTest.java | 2 + .../flinkx/test/PluginNameConstants.java | 1 + pom.xml | 1 + 19 files changed, 2158 insertions(+) create mode 100644 flinkx-alluxio/flinkx-alluxio-core/pom.xml create mode 100644 flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/AlluxioConfigKeys.java create mode 100644 flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/AlluxioUtil.java create mode 100644 flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/ECompressType.java create mode 100644 flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/util/StringUtil.java create mode 100644 flinkx-alluxio/flinkx-alluxio-writer/pom.xml create mode 100644 flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioOrcOutputFormat.java create mode 100644 flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioOutputFormatBuilder.java create mode 100644 flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioParquetOutputFormat.java create mode 100644 flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioTextOutputFormat.java create mode 100644 flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioWriter.java create mode 100644 flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/BaseAlluxioOutputFormat.java create mode 100644 flinkx-alluxio/pom.xml create mode 100644 flinkx-core/src/main/java/com/dtstack/flinkx/enums/WriteType.java diff --git a/flinkx-alluxio/flinkx-alluxio-core/pom.xml b/flinkx-alluxio/flinkx-alluxio-core/pom.xml new file mode 100644 index 0000000000..e1e85b1685 --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-core/pom.xml @@ -0,0 +1,112 @@ + + + + flinkx-alluxio + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-alluxio-core + + + 3.1.2 + + + + + org.alluxio + alluxio-shaded-client + 2.6.2 + + + + org.apache.hive + hive-exec + ${hive.version} + + + calcite-core + org.apache.calcite + + + calcite-avatica + org.apache.calcite + + + derby + org.apache.derby + + + org.xerial.snappy + snappy-java + + + com.fasterxml.jackson.core + jackson-databind + + + com.fasterxml.jackson.core + jackson-annotations + + + com.fasterxml.jackson.core + jackson-core + + + + + + org.apache.hive + hive-serde + ${hive.version} + + + org.apache.hadoop + hadoop-common + + + org.apache.hadoop + hadoop-yarn-api + + + org.xerial.snappy + snappy-java + + + com.fasterxml.jackson.core + jackson-databind + + + com.fasterxml.jackson.core + jackson-annotations + + + com.fasterxml.jackson.core + jackson-core + + + + + + parquet-hadoop + org.apache.parquet + 1.8.3 + + + org.xerial.snappy + snappy-java + + + + + + org.xerial.snappy + snappy-java + 1.1.4 + + + + \ No newline at end of file diff --git a/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/AlluxioConfigKeys.java b/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/AlluxioConfigKeys.java new file mode 100644 index 0000000000..88a01ccb8f --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/AlluxioConfigKeys.java @@ -0,0 +1,43 @@ +package com.dtstack.flinkx.alluxio; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public class AlluxioConfigKeys { + + public static final String KEY_FIELD_DELIMITER = "fieldDelimiter"; + + public static final String KEY_PATH = "path"; + + public static final String KEY_FILTER = "filterRegex"; + + public static final String KEY_FILE_TYPE = "fileType"; + + public static final String KEY_WRITE_MODE = "writeMode"; + + public static final String KEY_FULL_COLUMN_NAME_LIST = "fullColumnName"; + + public static final String KEY_FULL_COLUMN_TYPE_LIST = "fullColumnType"; + + public static final String KEY_COLUMN_NAME = "name"; + + public static final String KEY_COLUMN_TYPE = "type"; + + public static final String KEY_COMPRESS = "compress"; + + public static final String KEY_FILE_NAME = "fileName"; + + public static final String KEY_ENCODING = "encoding"; + + public static final String KEY_ROW_GROUP_SIZE = "rowGroupSize"; + + public static final String KEY_MAX_FILE_SIZE = "maxFileSize"; + + public static final String KEY_FLUSH_INTERVAL = "flushInterval"; + + public static final String KEY_ENABLE_DICTIONARY = "enableDictionary"; + + public static final String KEY_WRITE_TYPE = "writeType"; + +} diff --git a/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/AlluxioUtil.java b/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/AlluxioUtil.java new file mode 100644 index 0000000000..a4545b33f9 --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/AlluxioUtil.java @@ -0,0 +1,180 @@ +package com.dtstack.flinkx.alluxio; + +import com.dtstack.flinkx.enums.ColumnType; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe; +import org.apache.hadoop.hive.serde2.io.DateWritable; +import org.apache.hadoop.hive.serde2.io.HiveDecimalWritable; +import org.apache.hadoop.hive.serde2.io.TimestampWritable; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory; +import org.apache.hadoop.io.*; +import org.apache.parquet.io.api.Binary; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public class AlluxioUtil { + public static final String NULL_VALUE = "\\N"; + + private static final long NANO_SECONDS_PER_DAY = 86400_000_000_000L; + + private static final long JULIAN_EPOCH_OFFSET_DAYS = 2440588; + + private static final double SCALE_TWO = 2.0; + private static final double SCALE_TEN = 10.0; + private static final int BIT_SIZE = 8; + + public static Object getWritableValue(Object writable) { + Class clz = writable.getClass(); + Object ret = null; + + if (clz == IntWritable.class) { + ret = ((IntWritable) writable).get(); + } else if (clz == Text.class) { + ret = ((Text) writable).toString(); + } else if (clz == LongWritable.class) { + ret = ((LongWritable) writable).get(); + } else if (clz == ByteWritable.class) { + ret = ((ByteWritable) writable).get(); + } else if (clz == DateWritable.class) { + ret = ((DateWritable) writable).get(); + } else if (writable instanceof DoubleWritable) { + ret = ((DoubleWritable) writable).get(); + } else if (writable instanceof TimestampWritable) { + ret = ((TimestampWritable) writable).getTimestamp(); + } else if (writable instanceof DateWritable) { + ret = ((DateWritable) writable).get(); + } else if (writable instanceof FloatWritable) { + ret = ((FloatWritable) writable).get(); + } else if (writable instanceof BooleanWritable) { + ret = ((BooleanWritable) writable).get(); + } else { + ret = writable.toString(); + } + return ret; + } + + public static ObjectInspector columnTypeToObjectInspetor(ColumnType columnType) { + ObjectInspector objectInspector = null; + switch (columnType) { + case TINYINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Byte.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case SMALLINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Short.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case INT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Integer.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BIGINT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Long.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case FLOAT: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Float.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DOUBLE: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Double.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DECIMAL: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(HiveDecimalWritable.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case TIMESTAMP: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(java.sql.Timestamp.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case DATE: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(java.sql.Date.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case STRING: + case VARCHAR: + case CHAR: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(String.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BOOLEAN: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(Boolean.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + case BINARY: + objectInspector = ObjectInspectorFactory.getReflectionObjectInspector(BytesWritable.class, ObjectInspectorFactory.ObjectInspectorOptions.JAVA); + break; + default: + throw new IllegalArgumentException("You should not be here"); + } + return objectInspector; + } + + + public static Binary decimalToBinary(final HiveDecimal hiveDecimal, int prec, int scale) { + byte[] decimalBytes = hiveDecimal.setScale(scale).unscaledValue().toByteArray(); + + // Estimated number of bytes needed. + int precToBytes = ParquetHiveSerDe.PRECISION_TO_BYTE_COUNT[prec - 1]; + if (precToBytes == decimalBytes.length) { + // No padding needed. + return Binary.fromReusedByteArray(decimalBytes); + } + + byte[] tgt = new byte[precToBytes]; + if (hiveDecimal.signum() == -1) { + // For negative number, initializing bits to 1 + for (int i = 0; i < precToBytes; i++) { + tgt[i] |= 0xFF; + } + } + + // Padding leading zeroes/ones. + System.arraycopy(decimalBytes, 0, tgt, precToBytes - decimalBytes.length, decimalBytes.length); + return Binary.fromReusedByteArray(tgt); + } + + public static int computeMinBytesForPrecision(int precision) { + int numBytes = 1; + while (Math.pow(SCALE_TWO, BIT_SIZE * numBytes - 1.0) < Math.pow(SCALE_TEN, precision)) { + numBytes += 1; + } + return numBytes; + } + + public static byte[] longToByteArray(long data) { + long nano = data * 1000_000; + + int julianDays = (int) ((nano / NANO_SECONDS_PER_DAY) + JULIAN_EPOCH_OFFSET_DAYS); + byte[] julianDaysBytes = getBytes(julianDays); + flip(julianDaysBytes); + + long lastDayNanos = nano % NANO_SECONDS_PER_DAY; + byte[] lastDayNanosBytes = getBytes(lastDayNanos); + flip(lastDayNanosBytes); + + byte[] dst = new byte[12]; + + System.arraycopy(lastDayNanosBytes, 0, dst, 0, 8); + System.arraycopy(julianDaysBytes, 0, dst, 8, 4); + + return dst; + } + + private static byte[] getBytes(long i) { + byte[] bytes = new byte[8]; + bytes[0] = (byte) ((i >> 56) & 0xFF); + bytes[1] = (byte) ((i >> 48) & 0xFF); + bytes[2] = (byte) ((i >> 40) & 0xFF); + bytes[3] = (byte) ((i >> 32) & 0xFF); + bytes[4] = (byte) ((i >> 24) & 0xFF); + bytes[5] = (byte) ((i >> 16) & 0xFF); + bytes[6] = (byte) ((i >> 8) & 0xFF); + bytes[7] = (byte) (i & 0xFF); + return bytes; + } + + /** + * @param bytes + */ + private static void flip(byte[] bytes) { + for (int i = 0, j = bytes.length - 1; i < j; i++, j--) { + byte t = bytes[i]; + bytes[i] = bytes[j]; + bytes[j] = t; + } + } +} diff --git a/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/ECompressType.java b/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/ECompressType.java new file mode 100644 index 0000000000..d7ff48ad00 --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/ECompressType.java @@ -0,0 +1,80 @@ +package com.dtstack.flinkx.alluxio; + +import org.apache.commons.lang.StringUtils; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public enum ECompressType { + + /** + * text file + */ + TEXT_GZIP("GZIP", "text", ".gz", 0.331F), + TEXT_BZIP2("BZIP2", "text", ".bz2", 0.259F), + TEXT_LZO("LZO", "text", ".lzo", 1.0F), + TEXT_NONE("NONE", "text", "", 0.637F), + + /** + * orc file + */ + ORC_SNAPPY("SNAPPY", "orc", ".snappy", 0.233F), + ORC_GZIP("GZIP", "orc", ".gz", 1.0F), + ORC_BZIP("BZIP", "orc", ".bz", 1.0F), + ORC_LZ4("LZ4", "orc", ".lz4", 1.0F), + ORC_NONE("NONE", "orc", "", 0.233F), + + /** + * parquet file + */ + PARQUET_SNAPPY("SNAPPY", "parquet", ".snappy", 0.274F), + PARQUET_GZIP("GZIP", "parquet", ".gz", 1.0F), + PARQUET_LZO("LZO", "parquet", ".lzo", 1.0F), + PARQUET_NONE("NONE", "parquet", "", 1.0F); + + private String type; + + private String fileType; + + private String suffix; + + private float deviation; + + ECompressType(String type, String fileType, String suffix, float deviation) { + this.type = type; + this.fileType = fileType; + this.suffix = suffix; + this.deviation = deviation; + } + + public static ECompressType getByTypeAndFileType(String type, String fileType) { + if (StringUtils.isEmpty(type)) { + type = "NONE"; + } + + for (ECompressType value : ECompressType.values()) { + if (value.getType().equalsIgnoreCase(type) && value.getFileType().equalsIgnoreCase(fileType)) { + return value; + } + } + + throw new IllegalArgumentException("No enum constant " + type); + } + + public String getType() { + return type; + } + + public String getFileType() { + return fileType; + } + + public String getSuffix() { + return suffix; + } + + public float getDeviation() { + return deviation; + } +} diff --git a/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/util/StringUtil.java b/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/util/StringUtil.java new file mode 100644 index 0000000000..706ac49f6a --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-core/src/main/java/com/dtstack/flinkx/alluxio/util/StringUtil.java @@ -0,0 +1,152 @@ +package com.dtstack.flinkx.alluxio.util; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public class StringUtil { + /** + *

Check if a String starts with a specified prefix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case sensitive.

+ * + * 
+     * StringUtils.startsWith(null, null)      = true
+     * StringUtils.startsWith(null, "abc")     = false
+     * StringUtils.startsWith("abcdef", null)  = false
+     * StringUtils.startsWith("abcdef", "abc") = true
+     * StringUtils.startsWith("ABCDEF", "abc") = false
+     *
+ * + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @return true if the String starts with the prefix, case sensitive, or + * both null + * @see String#startsWith(String) + * @since 2.4 + */ + public static boolean startsWith(String str, String prefix) { + return startsWith(str, prefix, false); + } + + /** + *

Case insensitive check if a String starts with a specified prefix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case insensitive.

+ * + * 
+     * StringUtils.startsWithIgnoreCase(null, null)      = true
+     * StringUtils.startsWithIgnoreCase(null, "abc")     = false
+     * StringUtils.startsWithIgnoreCase("abcdef", null)  = false
+     * StringUtils.startsWithIgnoreCase("abcdef", "abc") = true
+     * StringUtils.startsWithIgnoreCase("ABCDEF", "abc") = true
+     *
+ * + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @return true if the String starts with the prefix, case insensitive, or + * both null + * @see String#startsWith(String) + * @since 2.4 + */ + public static boolean startsWithIgnoreCase(String str, String prefix) { + return startsWith(str, prefix, true); + } + + /** + *

Check if a String starts with a specified prefix (optionally case insensitive).

+ * + * @param str the String to check, may be null + * @param prefix the prefix to find, may be null + * @param ignoreCase inidicates whether the compare should ignore case + * (case insensitive) or not. + * @return true if the String starts with the prefix or + * both null + * @see String#startsWith(String) + */ + private static boolean startsWith(String str, String prefix, boolean ignoreCase) { + if (str == null || prefix == null) { + return (str == null && prefix == null); + } + if (prefix.length() > str.length()) { + return false; + } + return str.regionMatches(ignoreCase, 0, prefix, 0, prefix.length()); + } + + /** + *

Check if a String ends with a specified suffix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case sensitive.

+ * + * 
+     * StringUtils.endsWith(null, null)      = true
+     * StringUtils.endsWith(null, "def")     = false
+     * StringUtils.endsWith("abcdef", null)  = false
+     * StringUtils.endsWith("abcdef", "def") = true
+     * StringUtils.endsWith("ABCDEF", "def") = false
+     * StringUtils.endsWith("ABCDEF", "cde") = false
+     *
+ * + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @return true if the String ends with the suffix, case sensitive, or + * both null + * @see String#endsWith(String) + * @since 2.4 + */ + public static boolean endsWith(String str, String suffix) { + return endsWith(str, suffix, false); + } + + /** + *

Case insensitive check if a String ends with a specified suffix.

+ * + *

nulls are handled without exceptions. Two null + * references are considered to be equal. The comparison is case insensitive.

+ * + * 
+     * StringUtils.endsWithIgnoreCase(null, null)      = true
+     * StringUtils.endsWithIgnoreCase(null, "def")     = false
+     * StringUtils.endsWithIgnoreCase("abcdef", null)  = false
+     * StringUtils.endsWithIgnoreCase("abcdef", "def") = true
+     * StringUtils.endsWithIgnoreCase("ABCDEF", "def") = true
+     * StringUtils.endsWithIgnoreCase("ABCDEF", "cde") = false
+     *
+ * + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @return true if the String ends with the suffix, case insensitive, or + * both null + * @see String#endsWith(String) + * @since 2.4 + */ + public static boolean endsWithIgnoreCase(String str, String suffix) { + return endsWith(str, suffix, true); + } + + /** + *

Check if a String ends with a specified suffix (optionally case insensitive).

+ * + * @param str the String to check, may be null + * @param suffix the suffix to find, may be null + * @param ignoreCase inidicates whether the compare should ignore case + * (case insensitive) or not. + * @return true if the String starts with the prefix or + * both null + * @see String#endsWith(String) + */ + private static boolean endsWith(String str, String suffix, boolean ignoreCase) { + if (str == null || suffix == null) { + return (str == null && suffix == null); + } + if (suffix.length() > str.length()) { + return false; + } + int strOffset = str.length() - suffix.length(); + return str.regionMatches(ignoreCase, strOffset, suffix, 0, suffix.length()); + } +} diff --git a/flinkx-alluxio/flinkx-alluxio-writer/pom.xml b/flinkx-alluxio/flinkx-alluxio-writer/pom.xml new file mode 100644 index 0000000000..8861f27cab --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-writer/pom.xml @@ -0,0 +1,128 @@ + + + + flinkx-alluxio + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-alluxio-writer + + + + org.alluxio + alluxio-shaded-client + 2.6.2 + + + + com.dtstack.flinkx + flinkx-alluxio-core + 1.6 + + + httpcore + org.apache.httpcomponents + + + httpclient + org.apache.httpcomponents + + + + + + httpcore + org.apache.httpcomponents + 4.4.5 + + + + httpclient + org.apache.httpcomponents + 4.5.2 + + + + + + + org.apache.maven.plugins + maven-shade-plugin + 3.1.0 + + + package + + shade + + + false + + + org.slf4j:slf4j-api + ch.qos.logback:* + com.google.code.gson:* + com.data-artisans:* + org.scala-lang:* + io.netty:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + com.google.common + shade.core.com.google.common + + + com.google.thirdparty + shade.core.com.google.thirdparty + + + + + + + + + maven-antrun-plugin + 1.2 + + + copy-resources + + package + + run + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioOrcOutputFormat.java b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioOrcOutputFormat.java new file mode 100644 index 0000000000..a18da2f56c --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioOrcOutputFormat.java @@ -0,0 +1,275 @@ +package com.dtstack.flinkx.alluxio.writer; + +import com.dtstack.flinkx.alluxio.AlluxioUtil; +import com.dtstack.flinkx.alluxio.ECompressType; +import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.util.ColumnTypeUtil; +import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.StringUtil; +import org.apache.flink.types.Row; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.hive.ql.io.orc.OrcOutputFormat; +import org.apache.hadoop.hive.ql.io.orc.OrcSerde; +import org.apache.hadoop.hive.serde2.io.HiveDecimalWritable; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; +import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory; +import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector; +import org.apache.hadoop.io.BytesWritable; +import org.apache.hadoop.io.NullWritable; +import org.apache.hadoop.io.compress.*; +import org.apache.hadoop.mapred.FileOutputFormat; +import org.apache.hadoop.mapred.JobConf; +import org.apache.hadoop.mapred.RecordWriter; +import org.apache.hadoop.mapred.Reporter; + +import java.io.IOException; +import java.math.BigDecimal; +import java.math.BigInteger; +import java.nio.charset.StandardCharsets; +import java.sql.Timestamp; +import java.text.SimpleDateFormat; +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public class AlluxioOrcOutputFormat extends BaseAlluxioOutputFormat { + + private RecordWriter recordWriter; + private OrcSerde orcSerde; + private StructObjectInspector inspector; + private FileOutputFormat outputFormat; + private JobConf jobConf; + + private static final ColumnTypeUtil.DecimalInfo ORC_DEFAULT_DECIMAL_INFO = new ColumnTypeUtil.DecimalInfo(HiveDecimal.SYSTEM_DEFAULT_PRECISION, HiveDecimal.SYSTEM_DEFAULT_SCALE); + + @Override + protected void openSource() throws IOException { + super.openSource(); + orcSerde = new OrcSerde(); + outputFormat = new OrcOutputFormat(); + jobConf = new JobConf(conf); + FileOutputFormat.setOutputCompressorClass(jobConf, getCompressType()); + + List fullColTypeList = new ArrayList<>(); + decimalColInfo = new HashMap<>((fullColumnTypes.size() << 2) / 3); + for (int i = 0; i < fullColumnTypes.size(); i++) { + String columnType = fullColumnTypes.get(i); + if (ColumnTypeUtil.isDecimalType(columnType)) { + ColumnTypeUtil.DecimalInfo decimalInfo = ColumnTypeUtil.getDecimalInfo(columnType, ORC_DEFAULT_DECIMAL_INFO); + decimalColInfo.put(fullColumnNames.get(i), decimalInfo); + } + ColumnType type = ColumnType.getType(columnType); + fullColTypeList.add(AlluxioUtil.columnTypeToObjectInspetor(type)); + } + + this.inspector = ObjectInspectorFactory + .getStandardStructObjectInspector(fullColumnNames, fullColTypeList); + } + + private Class getCompressType() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "orc"); + if (ECompressType.ORC_SNAPPY.equals(compressType)) { + return SnappyCodec.class; + } else if (ECompressType.ORC_BZIP.equals(compressType)) { + return BZip2Codec.class; + } else if (ECompressType.ORC_GZIP.equals(compressType)) { + return GzipCodec.class; + } else if (ECompressType.ORC_LZ4.equals(compressType)) { + return Lz4Codec.class; + } else { + return DefaultCodec.class; + } + } + + @Override + protected String getExtension() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "orc"); + return compressType.getSuffix(); + } + + @Override + public float getDeviation() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "orc"); + return compressType.getDeviation(); + } + + @Override + protected void nextBlock() { + super.nextBlock(); + + if (recordWriter != null) { + return; + } + + try { + String currentBlockTmpPath = tmpPath + SP + currentBlockFileName; + recordWriter = outputFormat.getRecordWriter(null, jobConf, currentBlockTmpPath, Reporter.NULL); + blockIndex++; + + LOG.info("nextBlock:Current block writer record:" + rowsOfCurrentBlock); + LOG.info("Current block file name:" + currentBlockTmpPath); + } catch (Exception e) { + throw new RuntimeException(e); + } + } + + @Override + protected void writeSingleRecordToFile(Row row) throws WriteRecordException { + if (recordWriter == null) { + nextBlock(); + } + + List recordList = new ArrayList<>(); + int i = 0; + try { + for (; i < fullColumnNames.size(); ++i) { + getData(recordList, i, row); + } + } catch (Exception e) { + if (e instanceof WriteRecordException) { + throw (WriteRecordException) e; + } else { + throw new WriteRecordException(recordConvertDetailErrorMessage(i, row), e, i, row); + } + } + + try { + this.recordWriter.write(NullWritable.get(), this.orcSerde.serialize(recordList, this.inspector)); + rowsOfCurrentBlock++; + + if (restoreConfig.isRestore()) { + lastRow = row; + } + } catch (IOException e) { + throw new WriteRecordException(String.format("数据写入alluxio异常，row:{%s}", row), e); + } + } + + @Override + protected void flushDataInternal() throws IOException { + LOG.info("Close current orc record writer, write data size:[{}]", bytesWriteCounter.getLocalValue()); + + if (recordWriter != null) { + recordWriter.close(Reporter.NULL); + recordWriter = null; + } + } + + private void getData(List recordList, int index, Row row) throws WriteRecordException { + int j = colIndices[index]; + if (j == -1) { + recordList.add(null); + return; + } + + Object column = row.getField(j); + if (column == null) { + recordList.add(null); + return; + } + + ColumnType columnType = ColumnType.fromString(columnTypes.get(j)); + String rowData = column.toString(); + if (rowData == null || (rowData.length() == 0 && !ColumnType.isStringType(columnType))) { + recordList.add(null); + return; + } + + switch (columnType) { + case TINYINT: + recordList.add(Byte.valueOf(rowData)); + break; + case SMALLINT: + recordList.add(Short.valueOf(rowData)); + break; + case INT: + recordList.add(Integer.valueOf(rowData)); + break; + case BIGINT: + recordList.add(getBigint(column, rowData)); + break; + case FLOAT: + recordList.add(Float.valueOf(rowData)); + break; + case DOUBLE: + recordList.add(Double.valueOf(rowData)); + break; + case DECIMAL: + recordList.add(getDecimalWritable(index, rowData)); + break; + case STRING: + case VARCHAR: + case CHAR: + if (column instanceof Timestamp) { + SimpleDateFormat fm = DateUtil.getDateTimeFormatterForMillisencond(); + recordList.add(fm.format(column)); + } else if (column instanceof Map || column instanceof List) { + recordList.add(gson.toJson(column)); + } else { + recordList.add(rowData); + } + break; + case BOOLEAN: + recordList.add(StringUtil.parseBoolean(rowData)); + break; + case DATE: + recordList.add(DateUtil.columnToDate(column, null)); + break; + case TIMESTAMP: + recordList.add(DateUtil.columnToTimestamp(column, null)); + break; + case BINARY: + recordList.add(new BytesWritable(rowData.getBytes(StandardCharsets.UTF_8))); + break; + default: + throw new IllegalArgumentException(); + } + } + + private Object getBigint(Object column, String rowData) { + if (column instanceof Timestamp) { + column = ((Timestamp) column).getTime(); + return column; + } + + BigInteger data = new BigInteger(rowData); + if (data.compareTo(new BigInteger(String.valueOf(Long.MAX_VALUE))) > 0) { + return data; + } else { + return Long.valueOf(rowData); + } + } + + private HiveDecimalWritable getDecimalWritable(int index, String rowData) throws WriteRecordException { + ColumnTypeUtil.DecimalInfo decimalInfo = decimalColInfo.get(fullColumnNames.get(index)); + HiveDecimal hiveDecimal = HiveDecimal.create(new BigDecimal(rowData)); + hiveDecimal = HiveDecimal.enforcePrecisionScale(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale()); + if (hiveDecimal == null) { + String msg = String.format("第[%s]个数据数据[%s]precision和scale和元数据不匹配:decimal(%s, %s)", + index, decimalInfo.getPrecision(), decimalInfo.getScale(), rowData); + throw new WriteRecordException(msg, new IllegalArgumentException()); + } + return new HiveDecimalWritable(hiveDecimal); + } + + @Override + protected String recordConvertDetailErrorMessage(int pos, Row row) { + return "\nAlluxioOrcOutputFormat [" + jobName + "] writeRecord error: when converting field[" + fullColumnNames.get(pos) + "] in Row(" + row + ")"; + } + + @Override + protected void closeSource() throws IOException { + RecordWriter rw = this.recordWriter; + if (rw != null) { + LOG.info("close:Current block writer record:" + rowsOfCurrentBlock); + rw.close(Reporter.NULL); + this.recordWriter = null; + } + } +} diff --git a/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioOutputFormatBuilder.java b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioOutputFormatBuilder.java new file mode 100644 index 0000000000..fb7ba478ba --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioOutputFormatBuilder.java @@ -0,0 +1,79 @@ +package com.dtstack.flinkx.alluxio.writer; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.outputformat.FileOutputFormatBuilder; + +import java.util.List; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public class AlluxioOutputFormatBuilder extends FileOutputFormatBuilder { + + private final BaseAlluxioOutputFormat format; + + public AlluxioOutputFormatBuilder(String type) { + switch (type.toUpperCase()) { + case "TEXT": + format = new AlluxioTextOutputFormat(); + break; + case "ORC": + format = new AlluxioOrcOutputFormat(); + break; + case "PARQUET": + format = new AlluxioParquetOutputFormat(); + break; + default: + throw new IllegalArgumentException("Unsupported Alluxio file type: " + type); + } + + super.setFormat(format); + } + + public void setColumnNames(List columnNames) { + format.columnNames = columnNames; + } + + public void setColumnTypes(List columnTypes) { + format.columnTypes = columnTypes; + } + + public void setFullColumnNames(List fullColumnNames) { + format.fullColumnNames = fullColumnNames; + } + + public void setDelimiter(String delimiter) { + format.delimiter = delimiter; + } + + public void setRowGroupSize(int rowGroupSize) { + format.rowGroupSize = rowGroupSize; + } + + public void setFullColumnTypes(List fullColumnTypes) { + format.fullColumnTypes = fullColumnTypes; + } + + public void setEnableDictionary(boolean enableDictionary) { + format.enableDictionary = enableDictionary; + } + + public void setWriteType(String writeType) { + format.writeType = writeType; + } + + @Override + protected void checkFormat() { + super.checkFormat(); + + if (super.format.getPath() == null || super.format.getPath().length() == 0) { + throw new IllegalArgumentException("No valid path supplied."); + } + + if (!super.format.getPath().startsWith(ConstantValue.PROTOCOL_ALLUXIO)) { + throw new IllegalArgumentException("Path should start with alluxio://"); + } + } + +} diff --git a/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioParquetOutputFormat.java b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioParquetOutputFormat.java new file mode 100644 index 0000000000..276e16f419 --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioParquetOutputFormat.java @@ -0,0 +1,318 @@ +package com.dtstack.flinkx.alluxio.writer; + +import com.dtstack.flinkx.alluxio.AlluxioUtil; +import com.dtstack.flinkx.alluxio.ECompressType; +import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.util.ColumnTypeUtil; +import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.StringUtil; +import org.apache.commons.lang.StringUtils; +import org.apache.flink.types.Row; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.hive.serde2.io.DateWritable; +import org.apache.parquet.column.ParquetProperties; +import org.apache.parquet.example.data.Group; +import org.apache.parquet.example.data.simple.SimpleGroupFactory; +import org.apache.parquet.hadoop.ParquetFileWriter; +import org.apache.parquet.hadoop.ParquetWriter; +import org.apache.parquet.hadoop.example.ExampleParquetWriter; +import org.apache.parquet.hadoop.example.GroupWriteSupport; +import org.apache.parquet.hadoop.metadata.CompressionCodecName; +import org.apache.parquet.io.api.Binary; +import org.apache.parquet.schema.MessageType; +import org.apache.parquet.schema.OriginalType; +import org.apache.parquet.schema.PrimitiveType; +import org.apache.parquet.schema.Types; + +import java.io.IOException; +import java.math.BigDecimal; +import java.sql.Timestamp; +import java.util.Date; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public class AlluxioParquetOutputFormat extends BaseAlluxioOutputFormat { + + private SimpleGroupFactory groupFactory; + + private ParquetWriter writer; + + private MessageType schema; + + private static final ColumnTypeUtil.DecimalInfo PARQUET_DEFAULT_DECIMAL_INFO = new ColumnTypeUtil.DecimalInfo(10, 0); + + + @Override + protected void openSource() throws IOException { + super.openSource(); + + schema = buildSchema(); + GroupWriteSupport.setSchema(schema, conf); + groupFactory = new SimpleGroupFactory(schema); + } + + @Override + protected void nextBlock() { + super.nextBlock(); + + if (writer != null) { + return; + } + + try { + String currentBlockTmpPath = tmpPath + SP + currentBlockFileName; + Path writePath = new Path(currentBlockTmpPath); + ExampleParquetWriter.Builder builder = ExampleParquetWriter.builder(writePath) + .withWriteMode(ParquetFileWriter.Mode.CREATE) + .withWriterVersion(ParquetProperties.WriterVersion.PARQUET_1_0) + .withCompressionCodec(getCompressType()) + .withConf(conf) + .withType(schema) + .withDictionaryEncoding(enableDictionary) + .withRowGroupSize(rowGroupSize); + + writer = builder.build(); + blockIndex++; + } catch (Exception e) { + LOG.error(e.getMessage(), e); + throw new RuntimeException(e); + } + } + + private CompressionCodecName getCompressType() { + // Compatible with old code + if (StringUtils.isEmpty(compress)) { + compress = ECompressType.PARQUET_SNAPPY.getType(); + } + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "parquet"); + if (ECompressType.PARQUET_SNAPPY.equals(compressType)) { + return CompressionCodecName.SNAPPY; + } else if (ECompressType.PARQUET_GZIP.equals(compressType)) { + return CompressionCodecName.GZIP; + } else if (ECompressType.PARQUET_LZO.equals(compressType)) { + return CompressionCodecName.LZO; + } else { + return CompressionCodecName.UNCOMPRESSED; + } + } + + @Override + protected String getExtension() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "parquet"); + return compressType.getSuffix(); + } + + @Override + protected void flushDataInternal() throws IOException { + LOG.info("Close current parquet record writer, write data size:[{}]", bytesWriteCounter.getLocalValue()); + + if (writer != null) { + writer.close(); + writer = null; + } + } + + @Override + public float getDeviation() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "parquet"); + return compressType.getDeviation(); + } + + @Override + protected void writeSingleRecordToFile(Row row) throws WriteRecordException { + + if (writer == null) { + nextBlock(); + } + + Group group = groupFactory.newGroup(); + int i = 0; + try { + for (; i < fullColumnNames.size(); i++) { + int colIndex = colIndices[i]; + if (colIndex > -1) { + Object valObj = row.getField(colIndex); + if (valObj == null || (valObj.toString().length() == 0 && !ColumnType.isStringType(fullColumnTypes.get(i)))) { + continue; + } + + addDataToGroup(group, valObj, i); + } + } + } catch (Exception e) { + if (e instanceof WriteRecordException) { + throw (WriteRecordException) e; + } else { + throw new WriteRecordException(recordConvertDetailErrorMessage(i, row), e, i, row); + } + } + + try { + writer.write(group); + rowsOfCurrentBlock++; + + if (restoreConfig.isRestore()) { + lastRow = row; + } + } catch (IOException e) { + throw new WriteRecordException(String.format("数据写入alluxio异常，row:{%s}", row), e); + } + } + + private void addDataToGroup(Group group, Object valObj, int i) throws Exception { + String colName = fullColumnNames.get(i); + String colType = fullColumnTypes.get(i); + colType = ColumnType.fromString(colType).name().toLowerCase(); + + String val = valObj.toString(); + + switch (colType) { + case "tinyint": + case "smallint": + case "int": + if (valObj instanceof Timestamp) { + ((Timestamp) valObj).getTime(); + group.add(colName, (int) ((Timestamp) valObj).getTime()); + } else if (valObj instanceof Date) { + group.add(colName, (int) ((Date) valObj).getTime()); + } else { + group.add(colName, Integer.parseInt(val)); + } + break; + case "bigint": + if (valObj instanceof Timestamp) { + group.add(colName, ((Timestamp) valObj).getTime()); + } else if (valObj instanceof Date) { + group.add(colName, ((Date) valObj).getTime()); + } else { + group.add(colName, Long.parseLong(val)); + } + break; + case "float": + group.add(colName, Float.parseFloat(val)); + break; + case "double": + group.add(colName, Double.parseDouble(val)); + break; + case "binary": + group.add(colName, Binary.fromString(val)); + break; + case "char": + case "varchar": + case "string": + if (valObj instanceof Timestamp) { + val = DateUtil.getDateTimeFormatterForMillisencond().format(valObj); + group.add(colName, val); + } else if (valObj instanceof Map || valObj instanceof List) { + group.add(colName, gson.toJson(valObj)); + } else { + group.add(colName, val); + } + break; + case "boolean": + group.add(colName, StringUtil.parseBoolean(val)); + break; + case "timestamp": + Timestamp ts = DateUtil.columnToTimestamp(valObj, null); + byte[] dst = AlluxioUtil.longToByteArray(ts.getTime()); + group.add(colName, Binary.fromConstantByteArray(dst)); + break; + case "decimal": + ColumnTypeUtil.DecimalInfo decimalInfo = decimalColInfo.get(colName); + + HiveDecimal hiveDecimal = HiveDecimal.create(new BigDecimal(val)); + hiveDecimal = HiveDecimal.enforcePrecisionScale(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale()); + if (hiveDecimal == null) { + String msg = String.format("第[%s]个数据数据[%s]precision和scale和元数据不匹配:decimal(%s, %s)", i, decimalInfo.getPrecision(), decimalInfo.getScale(), valObj); + throw new WriteRecordException(msg, new IllegalArgumentException()); + } + + group.add(colName, AlluxioUtil.decimalToBinary(hiveDecimal, decimalInfo.getPrecision(), decimalInfo.getScale())); + break; + case "date": + Date date = DateUtil.columnToDate(valObj, null); + group.add(colName, DateWritable.dateToDays(new java.sql.Date(date.getTime()))); + break; + default: + group.add(colName, val); + break; + } + } + + @Override + protected String recordConvertDetailErrorMessage(int pos, Row row) { + return "\nAlluxioParquetOutputFormat [" + jobName + "] writeRecord error: when converting field[" + fullColumnNames.get(pos) + "] in Row(" + row + ")"; + } + + @Override + protected void closeSource() throws IOException { + if (writer != null) { + writer.close(); + } + } + + private MessageType buildSchema() { + decimalColInfo = new HashMap<>(16); + Types.MessageTypeBuilder typeBuilder = Types.buildMessage(); + for (int i = 0; i < fullColumnNames.size(); i++) { + String name = fullColumnNames.get(i); + String colType = fullColumnTypes.get(i).toLowerCase(); + switch (colType) { + case "tinyint": + case "smallint": + case "int": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.INT32).named(name); + break; + case "bigint": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.INT64).named(name); + break; + case "float": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.FLOAT).named(name); + break; + case "double": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.DOUBLE).named(name); + break; + case "binary": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BINARY).named(name); + break; + case "char": + case "varchar": + case "string": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BINARY).as(OriginalType.UTF8).named(name); + break; + case "boolean": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BOOLEAN).named(name); + break; + case "timestamp": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.INT96).named(name); + break; + case "date": + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.INT32).as(OriginalType.DATE).named(name); + break; + default: + if (ColumnTypeUtil.isDecimalType(colType)) { + ColumnTypeUtil.DecimalInfo decimalInfo = ColumnTypeUtil.getDecimalInfo(colType, PARQUET_DEFAULT_DECIMAL_INFO); + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.FIXED_LEN_BYTE_ARRAY) + .as(OriginalType.DECIMAL) + .precision(decimalInfo.getPrecision()) + .scale(decimalInfo.getScale()) + .length(AlluxioUtil.computeMinBytesForPrecision(decimalInfo.getPrecision())) + .named(name); + + decimalColInfo.put(name, decimalInfo); + } else { + typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BINARY).named(name); + } + break; + } + } + return typeBuilder.named("Pair"); + } +} diff --git a/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioTextOutputFormat.java b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioTextOutputFormat.java new file mode 100644 index 0000000000..2ab5e7d97a --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioTextOutputFormat.java @@ -0,0 +1,231 @@ +package com.dtstack.flinkx.alluxio.writer; + +import com.dtstack.flinkx.alluxio.AlluxioUtil; +import com.dtstack.flinkx.alluxio.ECompressType; +import com.dtstack.flinkx.enums.ColumnType; +import com.dtstack.flinkx.exception.WriteRecordException; +import com.dtstack.flinkx.util.DateUtil; +import com.dtstack.flinkx.util.StringUtil; +import org.apache.commons.compress.compressors.bzip2.BZip2CompressorOutputStream; +import org.apache.commons.compress.compressors.gzip.GzipCompressorOutputStream; +import org.apache.flink.types.Row; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.hive.common.type.HiveDecimal; +import org.apache.hadoop.io.compress.CompressionCodecFactory; + +import java.io.IOException; +import java.io.OutputStream; +import java.math.BigDecimal; +import java.math.BigInteger; +import java.sql.Timestamp; +import java.text.SimpleDateFormat; +import java.util.Date; +import java.util.List; +import java.util.Map; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public class AlluxioTextOutputFormat extends BaseAlluxioOutputFormat { + + private static final int NEWLINE = 10; + private transient OutputStream stream; + + private static final int BUFFER_SIZE = 1000; + + @Override + protected void flushDataInternal() throws IOException { + LOG.info("Close current text stream, write data size:[{}]", bytesWriteCounter.getLocalValue()); + + if (stream != null) { + stream.flush(); + stream.close(); + stream = null; + } + } + + @Override + public float getDeviation() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + return compressType.getDeviation(); + } + + @Override + protected String getExtension() { + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + return compressType.getSuffix(); + } + + @Override + protected void nextBlock() { + super.nextBlock(); + + if (stream != null) { + return; + } + + try { + String currentBlockTmpPath = tmpPath + SP + currentBlockFileName; + Path p = new Path(currentBlockTmpPath); + + ECompressType compressType = ECompressType.getByTypeAndFileType(compress, "text"); + if (ECompressType.TEXT_NONE.equals(compressType)) { + stream = fs.create(p); + } else { + p = new Path(currentBlockTmpPath); + if (compressType == ECompressType.TEXT_GZIP) { + stream = new GzipCompressorOutputStream(fs.create(p)); + } else if (compressType == ECompressType.TEXT_BZIP2) { + stream = new BZip2CompressorOutputStream(fs.create(p)); + } else if (compressType == ECompressType.TEXT_LZO) { + CompressionCodecFactory factory = new CompressionCodecFactory(new Configuration()); + stream = factory.getCodecByClassName("com.hadoop.compression.lzo.LzopCodec").createOutputStream(fs.create(p)); + } + } + + LOG.info("subtask:[{}] create block file:{}", taskNumber, currentBlockTmpPath); + + blockIndex++; + } catch (Exception e) { + throw new RuntimeException(e); + } + } + + @Override + protected void writeSingleRecordToFile(Row row) throws WriteRecordException { + if (stream == null) { + nextBlock(); + } + + StringBuilder sb = new StringBuilder(); + int i = 0; + try { + int cnt = fullColumnNames.size(); + for (; i < cnt; ++i) { + int j = colIndices[i]; + if (j == -1) { + continue; + } + + if (i != 0) { + sb.append(delimiter); + } + + appendDataToString(sb, row.getField(j), ColumnType.fromString(columnTypes.get(j))); + } + } catch (Exception e) { + if (i < row.getArity()) { + throw new WriteRecordException(recordConvertDetailErrorMessage(i, row), e, i, row); + } + throw new WriteRecordException(e.getMessage(), e); + } + + try { + byte[] bytes = sb.toString().getBytes(this.charsetName); + this.stream.write(bytes); + this.stream.write(NEWLINE); + rowsOfCurrentBlock++; + + if (restoreConfig.isRestore()) { + lastRow = row; + } + + if (rowsOfCurrentBlock % BUFFER_SIZE == 0) { + this.stream.flush(); + } + } catch (IOException e) { + LOG.error(e.getMessage(), e); + throw new WriteRecordException(String.format("数据写入Alluxio异常，row:{%s}", row), e); + } + } + + private void appendDataToString(StringBuilder sb, Object column, ColumnType columnType) { + if (column == null) { + sb.append(AlluxioUtil.NULL_VALUE); + return; + } + + String rowData = column.toString(); + if (rowData.length() == 0) { + sb.append(""); + } else { + switch (columnType) { + case TINYINT: + sb.append(Byte.valueOf(rowData)); + break; + case SMALLINT: + sb.append(Short.valueOf(rowData)); + break; + case INT: + sb.append(Integer.valueOf(rowData)); + break; + case BIGINT: + if (column instanceof Timestamp) { + column = ((Timestamp) column).getTime(); + sb.append(column); + break; + } + + BigInteger data = new BigInteger(rowData); + if (data.compareTo(new BigInteger(String.valueOf(Long.MAX_VALUE))) > 0) { + sb.append(data); + } else { + sb.append(Long.valueOf(rowData)); + } + break; + case FLOAT: + sb.append(Float.valueOf(rowData)); + break; + case DOUBLE: + sb.append(Double.valueOf(rowData)); + break; + case DECIMAL: + sb.append(HiveDecimal.create(new BigDecimal(rowData))); + break; + case STRING: + case VARCHAR: + case CHAR: + if (column instanceof Timestamp) { + SimpleDateFormat fm = DateUtil.getDateTimeFormatterForMillisencond(); + sb.append(fm.format(column)); + } else if (column instanceof Map || column instanceof List) { + sb.append(gson.toJson(column)); + } else { + sb.append(rowData); + } + break; + case BOOLEAN: + sb.append(StringUtil.parseBoolean(rowData)); + break; + case DATE: + column = DateUtil.columnToDate(column, null); + sb.append(DateUtil.dateToString((Date) column)); + break; + case TIMESTAMP: + column = DateUtil.columnToTimestamp(column, null); + sb.append(DateUtil.timestampToString((Date) column)); + break; + default: + throw new IllegalArgumentException("Unsupported column type: " + columnType); + } + } + } + + @Override + protected String recordConvertDetailErrorMessage(int pos, Row row) { + return "\nAlluxioTextOutputFormat [" + jobName + "] writeRecord error: when converting field[" + columnNames.get(pos) + "] in Row(" + row + ")"; + } + + @Override + public void closeSource() throws IOException { + OutputStream s = this.stream; + if (s != null) { + s.flush(); + this.stream = null; + s.close(); + } + } + +} diff --git a/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioWriter.java b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioWriter.java new file mode 100644 index 0000000000..1dc04d3ec4 --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/AlluxioWriter.java @@ -0,0 +1,161 @@ +package com.dtstack.flinkx.alluxio.writer; + +import com.dtstack.flinkx.alluxio.util.StringUtil; +import com.dtstack.flinkx.config.DataTransferConfig; +import com.dtstack.flinkx.config.WriterConfig; +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.enums.WriteType; +import com.dtstack.flinkx.writer.BaseDataWriter; +import org.apache.flink.streaming.api.datastream.DataStream; +import org.apache.flink.streaming.api.datastream.DataStreamSink; +import org.apache.flink.types.Row; +import org.apache.parquet.hadoop.ParquetWriter; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; + +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.*; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_COLUMN_NAME; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_COLUMN_TYPE; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_COMPRESS; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_ENABLE_DICTIONARY; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_ENCODING; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_FIELD_DELIMITER; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_FILE_NAME; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_FILE_TYPE; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_FLUSH_INTERVAL; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_FULL_COLUMN_NAME_LIST; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_FULL_COLUMN_TYPE_LIST; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_MAX_FILE_SIZE; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_PATH; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_ROW_GROUP_SIZE; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_WRITE_MODE; +import static com.dtstack.flinkx.alluxio.AlluxioConfigKeys.KEY_WRITE_TYPE; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-06 + */ +public class AlluxioWriter extends BaseDataWriter { + + protected final Logger LOG = LoggerFactory.getLogger(getClass()); + + protected String fileType; + + protected String path; + + protected String fieldDelimiter; + + protected String compress; + + protected String fileName; + + protected List columnName; + + protected List columnType; + + protected String charSet; + + protected List fullColumnName; + + protected List fullColumnType; + + protected int rowGroupSize; + + protected long maxFileSize; + + protected long flushInterval; + + protected boolean enableDictionary; + + protected String writerType; + + public AlluxioWriter(DataTransferConfig config) { + super(config); + WriterConfig writerConfig = config.getJob().getContent().get(0).getWriter(); + List columns = writerConfig.getParameter().getColumn(); + fileType = writerConfig.getParameter().getStringVal(KEY_FILE_TYPE); + path = writerConfig.getParameter().getStringVal(KEY_PATH); + fieldDelimiter = writerConfig.getParameter().getStringVal(KEY_FIELD_DELIMITER); + charSet = writerConfig.getParameter().getStringVal(KEY_ENCODING); + rowGroupSize = writerConfig.getParameter().getIntVal(KEY_ROW_GROUP_SIZE, ParquetWriter.DEFAULT_BLOCK_SIZE); + maxFileSize = writerConfig.getParameter().getLongVal(KEY_MAX_FILE_SIZE, ConstantValue.STORE_SIZE_G); + flushInterval = writerConfig.getParameter().getLongVal(KEY_FLUSH_INTERVAL, 0); + enableDictionary = writerConfig.getParameter().getBooleanVal(KEY_ENABLE_DICTIONARY, true); + writerType = writerConfig.getParameter().getStringVal(KEY_WRITE_TYPE, WriteType.THROUGH.name()); + + if (fieldDelimiter == null || fieldDelimiter.length() == 0) { + fieldDelimiter = "\001"; + } else { + fieldDelimiter = com.dtstack.flinkx.util.StringUtil.convertRegularExpr(fieldDelimiter); + } + + compress = writerConfig.getParameter().getStringVal(KEY_COMPRESS); + fileName = writerConfig.getParameter().getStringVal(KEY_FILE_NAME, ""); + if (columns != null && columns.size() > 0) { + columnName = new ArrayList<>(); + columnType = new ArrayList<>(); + for (Object column : columns) { + Map sm = (Map) column; + columnName.add((String) sm.get(KEY_COLUMN_NAME)); + columnType.add((String) sm.get(KEY_COLUMN_TYPE)); + } + } + + fullColumnName = (List) writerConfig.getParameter().getVal(KEY_FULL_COLUMN_NAME_LIST); + fullColumnType = (List) writerConfig.getParameter().getVal(KEY_FULL_COLUMN_TYPE_LIST); + + mode = writerConfig.getParameter().getStringVal(KEY_WRITE_MODE); + } + + @Override + public DataStreamSink writeData(DataStream dataSet) { + AlluxioOutputFormatBuilder builder = new AlluxioOutputFormatBuilder(fileType); + builder.setPath(formatPath(path)); + builder.setFileName(fileName); + builder.setWriteMode(mode); + builder.setColumnNames(columnName); + builder.setColumnTypes(columnType); + builder.setCompress(compress); + builder.setMonitorUrls(monitorUrls); + builder.setErrors(errors); + builder.setErrorRatio(errorRatio); + builder.setFullColumnNames(fullColumnName); + builder.setFullColumnTypes(fullColumnType); + builder.setDirtyPath(dirtyPath); + builder.setDirtyHadoopConfig(dirtyHadoopConfig); + builder.setSrcCols(srcCols); + builder.setCharSetName(charSet); + builder.setDelimiter(fieldDelimiter); + builder.setRowGroupSize(rowGroupSize); + builder.setRestoreConfig(restoreConfig); + builder.setMaxFileSize(maxFileSize); + builder.setFlushBlockInterval(flushInterval); + builder.setEnableDictionary(enableDictionary); + builder.setWriteType(writerType); + return createOutput(dataSet, builder.finish()); + } + + private String formatPath(String path) { + String pathAfterFormat = path; + if (!StringUtil.startsWith(path, "alluxio://")) { + if (StringUtil.startsWith(path, "//")) { + pathAfterFormat = "alluxio:" + path; + } else if (StringUtil.startsWith(path, "/")) { + pathAfterFormat = "alluxio:/" + path; + } else { + pathAfterFormat = "alluxio://" + path; + } + } + + if (!StringUtil.endsWith(pathAfterFormat, "/")) { + pathAfterFormat = pathAfterFormat + "/"; + } + + LOG.debug("Path = " + pathAfterFormat); + return pathAfterFormat; + } +} \ No newline at end of file diff --git a/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/BaseAlluxioOutputFormat.java b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/BaseAlluxioOutputFormat.java new file mode 100644 index 0000000000..4b71429bf6 --- /dev/null +++ b/flinkx-alluxio/flinkx-alluxio-writer/src/main/java/com/dtstack/flinkx/alluxio/writer/BaseAlluxioOutputFormat.java @@ -0,0 +1,331 @@ +package com.dtstack.flinkx.alluxio.writer; + +import com.dtstack.flinkx.constants.ConstantValue; +import com.dtstack.flinkx.outputformat.BaseFileOutputFormat; +import com.dtstack.flinkx.util.ColumnTypeUtil; +import com.dtstack.flinkx.util.SysUtil; +import com.google.gson.Gson; +import org.apache.commons.lang3.StringUtils; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.FileStatus; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.fs.PathFilter; + +import java.io.IOException; +import java.util.List; +import java.util.Map; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-02 + */ +public abstract class BaseAlluxioOutputFormat extends BaseFileOutputFormat { + + private static final int FILE_NAME_PART_SIZE = 3; + + protected int rowGroupSize; + + protected FileSystem fs; + + protected List columnTypes; + + protected List columnNames; + + protected List fullColumnNames; + + protected List fullColumnTypes; + + protected String delimiter; + + protected int[] colIndices; + + protected Configuration conf; + + protected boolean enableDictionary; + + protected String writeType; + + protected transient Map decimalColInfo; + + /** + * 如果key为string类型的值是map 或者 list 会使用gson转为json格式存入 + */ + protected transient Gson gson; + + @Override + protected void openInternal(int taskNumber, int numTasks) throws IOException { + gson = new Gson(); + + initColIndices(); + super.openInternal(taskNumber, numTasks); + } + + @Override + protected void checkOutputDir() { + try { + Path dir = new Path(outputFilePath); + + if (fs.exists(dir)) { + if (fs.getFileStatus(dir).isFile()) { + throw new RuntimeException("Can't write new files under common file: " + dir + "\n" + + "One can only write new files under directories"); + } + } else { + if (!makeDir) { + throw new RuntimeException("Output path not exists:" + outputFilePath); + } + } + } catch (IOException e) { + throw new RuntimeException("Check output path error", e); + } + } + + @Override + protected void createActionFinishedTag() { + try { + if (fs.createNewFile(new Path(actionFinishedTag))) { + LOG.info("Succeed to create action finished tag:{}", actionFinishedTag); + } else { + LOG.warn("Failed to create action finished tag:{}", actionFinishedTag); + } + } catch (Exception e) { + throw new RuntimeException("Create action finished tag error:", e); + } + } + + @Override + protected void waitForActionFinishedBeforeWrite() { + try { + Path path = new Path(actionFinishedTag); + boolean readyWrite = fs.exists(path); + int n = 0; + while (!readyWrite) { + if (n > SECOND_WAIT) { + throw new RuntimeException("Wait action finished before write timeout"); + } + + SysUtil.sleep(1000); + readyWrite = fs.exists(path); + n++; + } + } catch (Exception e) { + LOG.warn("Call method waitForActionFinishedBeforeWrite error", e); + } + } + + @Override + protected void cleanDirtyData() { + int fileIndex = formatState.getFileIndex(); + String lastJobId = formatState.getJobId(); + LOG.info("start to cleanDirtyData, fileIndex = {}, lastJobId = {}", fileIndex, lastJobId); + if (StringUtils.isBlank(lastJobId)) { + return; + } + + PathFilter filter = path -> { + String fileName = path.getName(); + if (!fileName.contains(lastJobId)) { + return false; + } + + String[] splits = fileName.split("\\."); + if (splits.length == FILE_NAME_PART_SIZE) { + return Integer.parseInt(splits[2]) > fileIndex; + } + + return false; + }; + + try { + FileStatus[] dirtyData = fs.listStatus(new Path(outputFilePath), filter); + if (dirtyData != null && dirtyData.length > 0) { + for (FileStatus dirtyDatum : dirtyData) { + fs.delete(dirtyDatum.getPath(), false); + LOG.info("Delete dirty data file:{}", dirtyDatum.getPath()); + } + } + } catch (Exception e) { + LOG.error("Clean dirty data error:", e); + throw new RuntimeException(e); + } + } + + @Override + protected void openSource() throws IOException { + try { + conf = new Configuration(); + conf.set("fs.alluxio.impl", "alluxio.hadoop.FileSystem"); + conf.set("fs.AbstractFileSystem.alluxio.impl", "alluxio.hadoop.AlluxioFileSystem"); + //默认情况下，数据被同步地写入到底层存储系统(hdfs or eos)，但不会被写入到Alluxio的Worker。 + conf.set("alluxio.user.file.writetype.default", writeType); + fs = new Path(path).getFileSystem(conf); + } catch (Exception e) { + LOG.error("Failed to get AlluxioFileSystem with exception : " + e.getMessage()); + throw new RuntimeException("Failed to get AlluxioFileSystem with exception", e); + } + } + + private void initColIndices() { + if (fullColumnNames == null || fullColumnNames.size() == 0) { + fullColumnNames = columnNames; + } + + if (fullColumnTypes == null || fullColumnTypes.size() == 0) { + fullColumnTypes = columnTypes; + } + + colIndices = new int[fullColumnNames.size()]; + for (int i = 0; i < fullColumnNames.size(); ++i) { + int j = 0; + for (; j < columnNames.size(); ++j) { + if (fullColumnNames.get(i).equalsIgnoreCase(columnNames.get(j))) { + colIndices[i] = j; + break; + } + } + if (j == columnNames.size()) { + colIndices[i] = -1; + } + } + } + + @Override + protected void moveTemporaryDataBlockFileToDirectory() { + try { + if (currentBlockFileName != null && currentBlockFileName.startsWith(ConstantValue.POINT_SYMBOL)) { + Path src = new Path(tmpPath + SP + currentBlockFileName); + if (!fs.exists(src)) { + LOG.warn("block file {} not exists", currentBlockFileName); + return; + } + + String dataFileName = currentBlockFileName.replaceFirst("\\.", ""); + Path dist = new Path(tmpPath + SP + dataFileName); + + if (fs.rename(src, dist)) { + LOG.info("Rename temporary data block file:{} to:{}", src, dist); + } else { + LOG.info("Failed to rename temporary data block file:{} to:{}", src, dist); + } + } + } catch (Exception e) { + LOG.error("Failed to rename file with exception : " + e.getMessage()); + throw new RuntimeException(e); + } + } + + @Override + protected void clearTemporaryDataFiles() throws IOException { + Path finishedDir, tmpDir; + if (outputFilePath.endsWith(SP)) { + finishedDir = new Path(outputFilePath, FINISHED_SUBDIR); + tmpDir = new Path(outputFilePath, DATA_SUBDIR); + } else { + finishedDir = new Path(outputFilePath + SP + FINISHED_SUBDIR); + tmpDir = new Path(outputFilePath + SP + DATA_SUBDIR); + } + + if (fs.delete(finishedDir, true)) { + LOG.info("Succeed to delete .finished dir:{}", finishedDir); + } else { + LOG.warn("Failed to delete .finished dir:{}", finishedDir); + } + + if (fs.delete(tmpDir, true)) { + LOG.info("Succeed to delete .data dir:{}", tmpDir); + } else { + LOG.warn("Failed to delete .data dir:{}", tmpDir); + } + } + + @Override + protected void closeSource() throws IOException { + if (fs != null) { + fs.close(); + } + } + + @Override + protected void createFinishedTag() throws IOException { + if (fs != null) { + fs.createNewFile(new Path(finishedPath)); + LOG.info("Create finished tag dir:{}", finishedPath); + } + } + + @Override + protected void waitForAllTasksToFinish() throws IOException { + Path finishedDir = new Path(outputFilePath + SP + FINISHED_SUBDIR); + final int maxRetryTime = 100; + int i = 0; + for (; i < maxRetryTime; ++i) { + if (fs.listStatus(finishedDir).length == numTasks) { + break; + } + SysUtil.sleep(3000); + } + + if (i == maxRetryTime) { + String subTaskDataPath = outputFilePath + SP + DATA_SUBDIR; + fs.delete(new Path(subTaskDataPath), true); + LOG.info("waitForAllTasksToFinish: delete path:[{}]", subTaskDataPath); + + fs.delete(finishedDir, true); + LOG.info("waitForAllTasksToFinish: delete finished dir:[{}]", finishedDir); + + throw new RuntimeException("timeout when gathering finish tags for each subtasks"); + } + } + + @Override + protected void coverageData() throws IOException { + LOG.info("Overwrite the original data"); + + Path dir = new Path(outputFilePath); + if (!fs.exists(dir)) { + return; + } + + fs.delete(dir, true); + fs.mkdirs(dir); + } + + @Override + protected void moveTemporaryDataFileToDirectory() throws IOException { + PathFilter pathFilter = path -> path.getName().startsWith(String.valueOf(taskNumber)); + Path dir = new Path(outputFilePath); + Path tmpDir = new Path(tmpPath); + + FileStatus[] dataFiles = fs.listStatus(tmpDir, pathFilter); + for (FileStatus dataFile : dataFiles) { + if (fs.rename(dataFile.getPath(), new Path(dir, dataFile.getPath().getName()))) { + LOG.info("Rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } else { + LOG.warn("Failed to rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } + } + } + + @Override + protected void moveAllTemporaryDataFileToDirectory() throws IOException { + PathFilter pathFilter = path -> !path.getName().startsWith("."); + Path dir = new Path(outputFilePath); + Path tmpDir = new Path(tmpPath); + + FileStatus[] dataFiles = fs.listStatus(tmpDir, pathFilter); + for (FileStatus dataFile : dataFiles) { + if (fs.rename(dataFile.getPath(), new Path(dir, dataFile.getPath().getName()))) { + LOG.info("Rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } else { + LOG.warn("Failed to rename temp file:{} to dir:{}", dataFile.getPath(), dir); + } + } + } + + @Override + protected void writeMultipleRecordsInternal() throws Exception { + notSupportBatchWrite("AlluxioWriter"); + } + +} \ No newline at end of file diff --git a/flinkx-alluxio/pom.xml b/flinkx-alluxio/pom.xml new file mode 100644 index 0000000000..21099d1356 --- /dev/null +++ b/flinkx-alluxio/pom.xml @@ -0,0 +1,28 @@ + + + + flinkx-all + com.dtstack.flinkx + 1.6 + + 4.0.0 + + flinkx-alluxio + pom + + flinkx-alluxio-core + flinkx-alluxio-writer + + + + + com.dtstack.flinkx + flinkx-core + 1.6 + provided + + + + \ No newline at end of file diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java index d21116dbff..1ba9aa661d 100644 --- a/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/constants/ConstantValue.java @@ -52,6 +52,7 @@ public class ConstantValue { public static final String PROTOCOL_HTTPS = "https://"; public static final String PROTOCOL_HDFS = "hdfs://"; public static final String PROTOCOL_JDBC_MYSQL = "jdbc:mysql://"; + public static final String PROTOCOL_ALLUXIO = "alluxio://"; public static final String SYSTEM_PROPERTIES_KEY_OS = "os.name"; public static final String SYSTEM_PROPERTIES_KEY_USER_DIR = "user.dir"; diff --git a/flinkx-core/src/main/java/com/dtstack/flinkx/enums/WriteType.java b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/WriteType.java new file mode 100644 index 0000000000..9ed388a46d --- /dev/null +++ b/flinkx-core/src/main/java/com/dtstack/flinkx/enums/WriteType.java @@ -0,0 +1,30 @@ +package com.dtstack.flinkx.enums; + +/** + * @author wuzhongjian_yewu@cmss.chinamobile.com + * @date 2021-12-16 + */ +public enum WriteType { + + /** + * Data is written synchronously to a Alluxio worker and the under storage system. + */ + CACHE_THROUGH, + + /** + * Data is written synchronously to a Alluxio worker. + * No data will be written to the under storage. This is the default write type. + */ + MUST_CACHE, + + /** + * Default，Data is written synchronously to the under storage. No data will be written to Alluxio. + */ + THROUGH, + + /** + * Data is written synchronously to a Alluxio worker and asynchronously to the under storage system. Experimental. + */ + ASYNC_THROUGH + +} diff --git a/flinkx-test/pom.xml b/flinkx-test/pom.xml index c42e75ea9a..125eadee28 100644 --- a/flinkx-test/pom.xml +++ b/flinkx-test/pom.xml @@ -470,6 +470,11 @@ flinkx-kingbase-writer 1.6 + + com.dtstack.flinkx + flinkx-alluxio-writer + 1.6 + \ No newline at end of file diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java index f7a9216bdd..ffef15726a 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/LocalTest.java @@ -18,6 +18,7 @@ package com.dtstack.flinkx.test; import com.dtstack.flink.api.java.MyLocalStreamEnvironment; +import com.dtstack.flinkx.alluxio.writer.AlluxioWriter; import com.dtstack.flinkx.binlog.reader.BinlogReader; import com.dtstack.flinkx.carbondata.reader.CarbondataReader; import com.dtstack.flinkx.carbondata.writer.CarbondataWriter; @@ -264,6 +265,7 @@ private static BaseDataWriter buildDataWriter(DataTransferConfig config){ case PluginNameConstants.PHOENIX5_WRITER : writer = new Phoenix5Writer(config); break; case PluginNameConstants.KINGBASE_WRITER : writer = new KingbaseWriter(config); break; case PluginNameConstants.RESTAPI_WRITER: writer = new RedisWriter(config); break; + case PluginNameConstants.ALLUXIO_WRITER: writer = new AlluxioWriter(config); break; default:throw new IllegalArgumentException("Can not find writer by name:" + writerName); } diff --git a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java index c3a3dcd36a..579f9f679e 100644 --- a/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java +++ b/flinkx-test/src/main/java/com/dtstack/flinkx/test/PluginNameConstants.java @@ -87,4 +87,5 @@ public class PluginNameConstants { public static final String GREENPLUM_WRITER = "greenplumwriter"; public static final String PHOENIX5_WRITER = "phoenix5writer"; public static final String KINGBASE_WRITER = "kingbasewriter"; + public static final String ALLUXIO_WRITER = "alluxiowriter"; } diff --git a/pom.xml b/pom.xml index af22d481a1..060c5f0517 100644 --- a/pom.xml +++ b/pom.xml @@ -43,6 +43,7 @@ flinkx-carbondata flinkx-kudu flinkx-cassandra + flinkx-alluxio flinkx-redis flinkx-mongodb From 93f5f6cbee71edcc84431e6047fbba4e0066006c Mon Sep 17 00:00:00 2001 From: wuzhongjian Date: Tue, 21 Dec 2021 15:17:10 +0800 Subject: [PATCH 133/136] =?UTF-8?q?[docs-570][flinkx-alluxio]=20=E5=A2=9E?= =?UTF-8?q?=E5=8A=A0stream=E5=86=99=E5=85=A5alluxio=E5=AE=9E=E4=BE=8B?= =?UTF-8?q?=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + README_EN.md | 1 + docs/offline/writer/alluxiowriter.md | 319 +++++++++++++++++++++++++++ 3 files changed, 321 insertions(+) create mode 100644 docs/offline/writer/alluxiowriter.md diff --git a/README.md b/README.md index 0de4d29d13..97be55aa15 100644 --- a/README.md +++ b/README.md @@ -83,6 +83,7 @@ FlinkX目前支持下面这些数据库： | | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/streamwriter.md) | | | Redis | | [doc](docs/offline/writer/rediswriter.md) | | | Hive | | [doc](docs/offline/writer/hivewriter.md) | +| | Alluxio | | [doc](docs/offline/writer/alluxiowriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | | | RestApi |[doc](docs/realTime/reader/restapireader.md) | [doc](docs/realTime/writer/restapiwriter.md) | diff --git a/README_EN.md b/README_EN.md index 5e5bfdeb74..4eea74d6bb 100644 --- a/README_EN.md +++ b/README_EN.md @@ -73,6 +73,7 @@ The following databases are currently supported: | | Stream | [doc](docs/offline/reader/streamreader.md) | [doc](docs/offline/writer/streamwriter.md) | | | Redis | | [doc](docs/offline/writer/rediswriter.md) | | | Hive | | [doc](docs/offline/writer/hivewriter.md) | +| | Alluxio | | [doc](docs/offline/writer/alluxiowriter.md) | | Stream Synchronization | Kafka | [doc](docs/realTime/reader/kafkareader.md) | [doc](docs/realTime/writer/kafkawriter.md) | | | EMQX | [doc](docs/realTime/reader/emqxreader.md) | [doc](docs/realTime/writer/emqxwriter.md) | | | RestApi || [doc](docs/realTime/writer/restapiwriter.md) | diff --git a/docs/offline/writer/alluxiowriter.md b/docs/offline/writer/alluxiowriter.md new file mode 100644 index 0000000000..4a6cc3785f --- /dev/null +++ b/docs/offline/writer/alluxiowriter.md @@ -0,0 +1,319 @@ +# Alluxio Writer + +## 一、插件名称 +名称：**alluxiowriter** + + +## 二、数据源版本 +Alluxio 2.0.1-2.6.2 + + +## 三、参数说明 + +- **writeType** + - 描述：指定写入新文件时的数据写入行为，支持用户配置为`CACHE_THROUGH`、`MUST_CACHE`、`THROUGH`、`ASYNC_THROUGH` + - CACHE_THROUGH：数据同步写入alluxio worker和底层存储 + - MUST_CACHE：数据同步写入alluxio worker，但不会写入底层存储 + - THROUGH：数据同步写入底层存储，但不会写入alluxio worker + - ASYNC_THROUGH：数据同步写入alluxio worker，异步写入底层存储 + - 必选：否 + - 字段类型：string + - 默认值：THROUGH + +
+ +- **fileType** + - 描述：文件的类型，目前只支持用户配置为`text`、`orc`、`parquet` + - text：textfile文件格式 + - orc：orcfile文件格式 + - parquet：parquet文件格式 + - 必选：是 + - 字段类型：string + - 默认值：无 + +
+ +- **path** + - 描述：数据文件的路径 + - 必选：是 + - 字段类型：string + - 默认值：无 + +
+ +- **fileName** + - 描述：写入的目录名称 + - 注意：不为空，写入的路径为 path+fileName + - 必须：否 + - 字段类型：string + - 默认值：无 + +
+ +- **fieldDelimiter** + - 描述：`fileType`为`text`时字段的分隔符 + - 必选：否 + - 字段类型：string + - 默认值：`\001` + +
+ +- **encoding** + - 描述：`fileType`为`text`时可配置编码格式 + - 必选：否 + - 字段类型：string + - 默认值：UTF-8 + +
+ +- **maxFileSize** + - 描述：写入alluxio单个文件最大大小，单位字节 + - 必须：否 + - 字段类型：long + - 默认值：1073741824‬（1G） + +
+ +- **compress** + - 描述：alluxio文件压缩类型 + - text：支持`GZIP`、`BZIP2`格式 + - orc：支持`SNAPPY`、`ZLIB`、`LZO`格式 + - parquet：支持`SNAPPY`、`GZIP`、`LZO`格式 + - 注意：`SNAPPY`格式需要用户安装**SnappyCodec** + - 必选：否 + - 字段类型：string + - 默认值： + - text 默认 不进行压缩 + - orc 默认为ZLIB格式 + - parquet 默认为SNAPPY格式 + +
+ +- **writeMode** + - 描述：alluxiowriter写入前数据清理处理模式： + - append：追加 + - overwrite：覆盖 + - 注意：overwrite模式时会删除 alluxio当前目录下的所有文件 + - 必选：否 + - 字段类型：string + - 默认值：append + +
+ +- **column** + - 描述：需要读取的字段。 + - 格式：指定具体信息： +```json +"column": [{ + "name": "col", + "type": "datetime" +}] +``` + +- 属性说明: + - name：字段名称 + - type：字段类型，可以和源字段类型不一样，程序会做一次类型转换 +- 必选：是 +- 默认值：无 + +
+ +- **fullColumnName** + - 描述：写入的字段名称 + - 必须：否 + - 字段类型：list + - 默认值：column的name集合 + +
+ +- **fullColumnType** + - 描述：写入的字段类型 + - 必须：否 + - 字段类型：list + - 默认值：column的type集合 + +
+ +- **rowGroupSIze** + - 描述：parquet类型文件参数，指定row group的大小，单位字节 + - 必须：否 + - 字段类型：int + - 默认值：134217728（128M） + +
+ +- **enableDictionary** + - 描述：parquet类型文件参数，是否启动字典编码 + - 必须：否 + - 字段类型：boolean + - 默认值：true + +## 四、使用示例 +#### 1、写入text文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "parameter": { + "path": "alluxio://ip:port/mnt/alluxio_text", + "fileName": "pt=20211220", + "column": [ + { + "name": "id", + "index": 0, + "type": "bigint" + }, + { + "name": "name", + "index": 1, + "type": "string" + } + ], + "writeMode": "overwrite", + "fieldDelimiter": "|", + "encoding": "utf-8", + "fileType": "text" + }, + "name": "alluxiowriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false + } + } + } +} +``` +#### 2、写入orc文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "parameter": { + "path": "alluxio://36.138.22.18:19998/mnt/alluxio_orc", + "fileName": "pt=20211220", + "column": [ + { + "name": "id", + "index": 0, + "type": "bigint" + }, + { + "name": "name", + "index": 1, + "type": "string" + } + ], + "writeMode": "overwrite", + "fieldDelimiter": "|", + "encoding": "utf-8", + "fileType": "orc" + }, + "name": "alluxiowriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false + } + } + } +} +``` +#### 3、写入parquet文件 +```json +{ + "job": { + "content": [ + { + "reader": { + "name": "streamreader", + "parameter": { + "column": [ + { + "name": "id", + "type": "id" + }, + { + "name": "name", + "type": "string" + } + ], + "sliceRecordCount" : ["100"] + } + }, + "writer": { + "parameter": { + "path": "alluxio://36.138.22.18:19998/mnt/alluxio_parquet", + "fileName": "pt=20211220", + "column": [ + { + "name": "id", + "index": 0, + "type": "bigint" + }, + { + "name": "name", + "index": 1, + "type": "string" + } + ], + "writeMode": "overwrite", + "fieldDelimiter": "|", + "encoding": "utf-8", + "writeType": "", + "fileType": "parquet" + }, + "name": "alluxiowriter" + } + } + ], + "setting": { + "restore": { + "isRestore": false + } + } + } +} +``` + + From 9fd214c987672169853aa1b044b18e9b2256f473 Mon Sep 17 00:00:00 2001 From: cheegoday <972684638@qq.com> Date: Wed, 28 Sep 2022 16:54:43 +0800 Subject: [PATCH 134/136] [Hotfix][metrics]Resolve the conflict of dependence. (#344) Co-authored-by: jiguo.djg --- docs/example/mysql_mysql.json | 74 +++++++++++++++++++++++++++++++++++ flinkx-core/pom.xml | 4 ++ pom.xml | 6 +++ 3 files changed, 84 insertions(+) create mode 100644 docs/example/mysql_mysql.json diff --git a/docs/example/mysql_mysql.json b/docs/example/mysql_mysql.json new file mode 100644 index 0000000000..37661ea9a2 --- /dev/null +++ b/docs/example/mysql_mysql.json @@ -0,0 +1,74 @@ + +{ + "job": { + "content": [{ + "reader": { + "parameter": { + "username": "root", + "password": "root@1298", + "connection": [{ + "jdbcUrl": ["jdbc:mysql://192.168.90.145:3306/china?useSSL=false&useUnicode=true&characterEncoding=utf8"], + "table": ["pipeline_source"] + }], + "column": [{ + "name": "id", + "type": "bigint" + }, { + "name": "user_id", + "type": "bigint" + }, { + "name": "name", + "type": "varchar" + }], + "customSql": "", + "where": "id > 2", + "splitPk": "id", + "increColumn": "id", + "startLocation": "", + "polling": true, + "pollingInterval": 5000, + "queryTimeOut": 1000, + "requestAccumulatorInterval": 2 + }, + "name": "mysqlreader" + }, + "writer": { + "name": "mysqlwriter", + "parameter": { + "username": "root", + "password": "root@1298", + "connection": [{ + "jdbcUrl": "jdbc:mysql://192.168.90.145:3306/china?useSSL=false&useUnicode=true&characterEncoding=utf8", + "table": ["pipeline_sink"] + }], + "preSql": ["truncate table pipeline_sink;"], + "postSql": [], + "writeMode": "insert", + "column": ["id", "user_id", "name"], + "batchSize": 2 + } + } + }], + "setting": { + "speed": { + "channel": 1, + "bytes": 0 + }, + "errorLimit": { + "record": 100 + }, + "restore": { + "maxRowNumForCheckpoint": 0, + "isRestore": true, + "restoreColumnName": "id", + "restoreColumnIndex": 1 + }, + "log": { + "isLogger": false, + "level": "debug", + "path": "", + "pattern": "" + } + } + } +} diff --git a/flinkx-core/pom.xml b/flinkx-core/pom.xml index 95b92826e7..446cc59e25 100644 --- a/flinkx-core/pom.xml +++ b/flinkx-core/pom.xml @@ -103,6 +103,10 @@ flink-shaded-hadoop2 org.apache.flink + + org.apache.hadoop + hadoop-common + diff --git a/pom.xml b/pom.xml index 7c2057ba28..23a8facc61 100644 --- a/pom.xml +++ b/pom.xml @@ -88,6 +88,12 @@ org.apache.hadoop hadoop-common ${hadoop.version} + + + org.apache.commons + commons-math3 + + provided From 2d6c89c00488c25a40887a2e4c97b67a3235f7da Mon Sep 17 00:00:00 2001 From: 343701675 Date: Wed, 28 Sep 2022 16:59:04 +0800 Subject: [PATCH 135/136] =?UTF-8?q?[hotfix-386][launcher]=20=E4=BF=AE?= =?UTF-8?q?=E5=A4=8Dwindows=E6=83=85=E5=86=B5=E4=B8=8Bidea=E8=BF=9C?= =?UTF-8?q?=E7=A8=8B=E6=8F=90=E4=BA=A4job=E4=BC=9A=E5=87=BA=E9=94=99?= =?UTF-8?q?=EF=BC=8C=E6=8F=92=E4=BB=B6=E6=89=BE=E4=B8=8D=E5=88=B0=E7=B1=BB?= =?UTF-8?q?=20(#390)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: huayuan --- .../src/main/java/com/dtstack/flinkx/launcher/Launcher.java | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java index 2a464515f5..4d6c46c039 100644 --- a/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java +++ b/flinkx-launcher/src/main/java/com/dtstack/flinkx/launcher/Launcher.java @@ -124,13 +124,14 @@ public static JobGraph buildJobGraph(Options launcherOptions, String[] remoteArg } PackagedProgram program = PackagedProgram.newBuilder() .setJarFile(jarFile) - .setUserClassPaths(urlList) .setEntryPointClassName(MAIN_CLASS) .setConfiguration(launcherOptions.loadFlinkConfiguration()) .setSavepointRestoreSettings(savepointRestoreSettings) .setArguments(remoteArgs) .build(); - return PackagedProgramUtils.createJobGraph(program, launcherOptions.loadFlinkConfiguration(), Integer.parseInt(launcherOptions.getParallelism()), false); + JobGraph jobGraph = PackagedProgramUtils.createJobGraph(program, launcherOptions.loadFlinkConfiguration(), Integer.parseInt(launcherOptions.getParallelism()), false); + jobGraph.addJars(urlList); + return jobGraph; } public static List analyzeUserClasspath(String content, String pluginRoot) { From f0dc3e942aadf9e346586154c607ffc24879e63d Mon Sep 17 00:00:00 2001 From: Silvius Lin Date: Sat, 18 Feb 2023 09:46:30 +0800 Subject: [PATCH 136/136] hotfix[postgresql]: Fix incorrect bytea data type conversion. (#1516) --- .../postgresql/PostgresqlTypeConverter.java | 60 ++++++++++++++++++- 1 file changed, 59 insertions(+), 1 deletion(-) diff --git a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java index b4bff44466..a405cab134 100644 --- a/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java +++ b/flinkx-postgresql/flinkx-postgresql-core/src/main/java/com/dtstack/flinkx/postgresql/PostgresqlTypeConverter.java @@ -19,13 +19,18 @@ package com.dtstack.flinkx.postgresql; import com.dtstack.flinkx.rdb.type.TypeConverterInterface; +import com.google.common.base.Splitter; +import com.google.common.collect.Iterables; import org.apache.commons.lang3.StringUtils; import java.math.BigDecimal; import java.util.Arrays; import java.util.Collections; +import java.util.Iterator; import java.util.List; import java.util.Locale; +import java.util.function.Function; +import java.util.function.Predicate; /** * The type converter for PostgreSQL database @@ -72,7 +77,38 @@ public Object convert(Object data,String typeName) { } else if(bitTypes.contains(typeName)){ // }else if(byteTypes.contains(typeName)){ - data = Byte.valueOf(dataValue); + // According to https://www.postgresql.org/docs/current/datatype-binary.html + // the bytea data type is corresponding to byte array (byte[]) in java. + if (!(data instanceof byte[])) { + // convert binary string to byte[] + // - escape format e.g. \153\154\155\251\124 (3 octal digits and precede by backslash per byte) + // - hex format. e.g. \xDEADBEEF (2 hex digits per byte) + + // NOTE: we suppose the given binary string is valid, + // otherwise it makes no sense. + if (dataValue.startsWith("\\x")) { // hex format + data = + parseBinaryString2ByteArray( + dataValue.substring(2).replace(" ", ""), + 2, + 16, + s -> s.length() == 2, + Function.identity()); + } else if (dataValue.startsWith("\\")) { // escape format + data = + parseBinaryString2ByteArray( + dataValue, + 4, + 8, + s -> s.length() == 4 && s.startsWith("\\"), + s -> s.replace("\\", "")); + } else { + throw new IllegalArgumentException( + String.format( + "Invalid binary string [%s]. can not convert to bytea type.", + dataValue)); + } + } } else if(intTypes.contains(typeName)){ if(dataValue.contains(".")){ dataValue = new BigDecimal(dataValue).stripTrailingZeros().toPlainString(); @@ -82,4 +118,26 @@ public Object convert(Object data,String typeName) { return data; } + + private byte[] parseBinaryString2ByteArray( + String s, + int numsPerGroup, + int radix, + Predicate checker, + Function groupProcessor) { + Iterable it = Splitter.fixedLength(numsPerGroup).split(s); + byte[] ret = new byte[Iterables.size(it)]; + Iterator iterator = it.iterator(); + int i = 0; + while (iterator.hasNext()) { + String nums = iterator.next(); + if (!checker.test(nums)) { + throw new IllegalArgumentException( + String.format( + "Invalid binary string [%s]. can not parse to bytea type.", s)); + } + ret[i++] = Byte.parseByte(groupProcessor.apply(nums), radix); + } + return ret; + } }

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