Springboot整合Elasticsearch

1.创建一个Springboot项目并引入相关的依赖

引入相关的依赖

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.3.12.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>
    <groupId>com.wsh</groupId>
    <artifactId>lesson0816-springboot-es</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <name>lesson0816-springboot-es</name>
    <description>Demo project for Spring Boot</description>
    <properties>
        <java.version>1.8</java.version>
    </properties>
    <dependencies>
        <!--抓取-->
        <dependency>
            <groupId>org.jsoup</groupId>
            <artifactId>jsoup</artifactId>
            <version>1.11.3</version>
        </dependency>
        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>fastjson</artifactId>
            <version>1.2.75</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-data-elasticsearch</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <optional>true</optional>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <configuration>
                    <excludes>
                        <exclude>
                            <groupId>org.projectlombok</groupId>
                            <artifactId>lombok</artifactId>
                        </exclude>
                    </excludes>
                </configuration>
            </plugin>
        </plugins>
    </build>

</project>

2.创建一个Elasticsearch配置类

@Configuration
public class EsConfig {

    //该对象可以对ES进行相关的操作
    @Bean
    public RestHighLevelClient restHighLevelClient(){
        RestHighLevelClient client = new RestHighLevelClient(RestClient.builder(new HttpHost("127.0.0.1",9200,"http")));
        return client;
    }
}

3.对Elasticsearch进行一系列的操作

3.1对于Elasticsearch索引的操作

3.1.1创建索引 PUT /索引名称

//创建索引 PUT /索引名称
    @Test
    void testCreateIndex() throws Exception{
        //该类把索引的信息封装到该类中
        CreateIndexRequest request = new CreateIndexRequest("king-index");
        CreateIndexResponse response = restHighLevelClient.indices().create(request, RequestOptions.DEFAULT);
        System.out.println(response.isAcknowledged());
    }

3.1.2删除索引 DELETE /索引名称

//删除索引 DELETE /索引名称
    @Test
    void testDeleteIndex() throws Exception{
        DeleteIndexRequest deleteIndexRequest = new DeleteIndexRequest("king-index");
        AcknowledgedResponse delete = restHighLevelClient.indices().delete(deleteIndexRequest, RequestOptions.DEFAULT);
        System.out.println(delete.isAcknowledged());
    }

3.1.3判断索引是否存在

//判断索引是否存在
    @Test
    void testExistsIndex() throws Exception{
        GetIndexRequest getIndexRequest = new GetIndexRequest("king-index");
        boolean exists = restHighLevelClient.indices().exists(getIndexRequest, RequestOptions.DEFAULT);
        System.out.println(exists);
    }

3.2对文档的相关操作

3.2.1文档的添加

//添加文档 PUT /索引名称/1{"name","address","age"}
    @Test
    void testInsertDoc() throws Exception{
        IndexRequest indexRequest = new IndexRequest("king-index");
        indexRequest.id("7");
        indexRequest.source(JSON.toJSONString(new User("7","张三斤","斯里兰卡",30)), XContentType.JSON);
        IndexResponse index = restHighLevelClient.index(indexRequest, RequestOptions.DEFAULT);
        System.out.println(index.getResult());
    }

3.2.2判断文档是否存在

//判断文档是否存在
    @Test
    void testExistsDoc() throws Exception{
        GetRequest request = new GetRequest("king-index");
        request.id("1");
        boolean exists = restHighLevelClient.exists(request, RequestOptions.DEFAULT);
        System.out.println(exists);
    }

3.2.3查询文档

//查询文档 GET /索引名称/_doc/1
    @Test
    void testSelectDoc() throws Exception{
        GetRequest request = new GetRequest("king-index");
        request.id("1");
        GetResponse fields = restHighLevelClient.get(request, RequestOptions.DEFAULT);
        //通过String拿到id为1的数据，再转换为User对象
        String string = fields.getSourceAsString();
        User user = JSON.parseObject(string, User.class);

        //通过map来保存数据，再从map中拿出想要的文档数据
        Map<String, Object> map = fields.getSourceAsMap();
        System.out.println(map.get("name"));
    }

3.2.4删除文档

//删除文档
    @Test
    void testDeleteDoc() throws Exception{
        DeleteRequest request = new DeleteRequest("king-index");
        request.id("1");
        DeleteResponse delete = restHighLevelClient.delete(request, RequestOptions.DEFAULT);
        System.out.println(delete.getResult());
    }

3.2.5修改文档

//修改文档
    @Test
    void testUpdateDoc() throws Exception{
        UpdateRequest request = new UpdateRequest("king-index","1");
        User user = new User();
        user.setName("林先生");
        UpdateRequest doc = request.doc(JSON.toJSONString(user), XContentType.JSON);
        UpdateResponse update = restHighLevelClient.update(doc, RequestOptions.DEFAULT);
        System.out.println(update.getResult());
    }

3.2.6批量添加文档

//批量添加文档
    @Test
    void testBulk() throws Exception{
        BulkRequest bulk = new BulkRequest("king-index");
        List<User> list = new ArrayList<>();
        list.add(new User("2","张三","深圳",25));
        list.add(new User("3","李四","内蒙古",23));
        list.add(new User("4","王五","西藏",22));
        list.add(new User("5","赵六","新疆",23));
        list.add(new User("6","孙琦","青海",25));
        list.stream().forEach(i->bulk.add(new IndexRequest().id(i.getId()).source(JSON.toJSONString(i),XContentType.JSON)));
        BulkResponse bulk1 = restHighLevelClient.bulk(bulk, RequestOptions.DEFAULT);
        System.out.println(bulk1.hasFailures());//hasFailures是否失败，失败返回true，成功返回false
    }

3.2.7搜索查询

//1. 搜索请求对象SearchRequest
    //2. 构建一个条件对象SearchSourceBuilder
    //3. 把条件对象放入搜索请求对象中
    //4. 执行搜索功能
    @Test
    void testSearch() throws Exception{
        SearchRequest search = new SearchRequest("king-index");
        //创建一个条件对象
        SearchSourceBuilder builder = new SearchSourceBuilder();
        TermQueryBuilder match = QueryBuilders.termQuery("name", "张");//查询张的数据
        builder.query(match);
        search.source(builder);

        //分页查找
        builder.from(0);
        builder.size(1);

        //排序
        builder.sort("age");

        //高亮
        HighlightBuilder highlightBuilder = new HighlightBuilder();
        highlightBuilder.field("name");
        highlightBuilder.preTags("<font color='red'>");
        highlightBuilder.postTags("</font>");
        builder.highlighter(highlightBuilder);

        SearchResponse search1 = restHighLevelClient.search(search, RequestOptions.DEFAULT);
        //一共查出符合条件的数据的总条数
        System.out.println("总条数:"+search1.getHits().getTotalHits().value);
        SearchHit[] hits = search1.getHits().getHits();
        Arrays.stream(hits).forEach(i-> System.out.println(i.getSourceAsString()));
        Arrays.stream(hits).forEach(i-> System.out.println(i.getHighlightFields()));

    }

4.Springboot+Elasticsearch完成对京东的搜索案例

4.1加入相关的依赖

<!--抓取-->
<dependency>
    <groupId>org.jsoup</groupId>
    <artifactId>jsoup</artifactId>
    <version>1.11.3</version>
</dependency>
<dependency>
    <groupId>com.alibaba</groupId>
    <artifactId>fastjson</artifactId>
    <version>1.2.75</version>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-elasticsearch</artifactId>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-web</artifactId>
</dependency>

4.2爬取京东商品的工具类

public class HtmlParseUtil {
    public static List<Product> parseJd(String keyword) throws Exception{
        String path = "https://search.jd.com/Search?keyword="+keyword;
        //Document整个网页对象
        Document parse = Jsoup.parse(new URL(path), 30000);
        Element j_goodsList = parse.getElementById("J_goodsList");
        Elements li = j_goodsList.getElementsByTag("li");

        List<Product> list = new ArrayList<>();
        for (Element element:li) {
            String p_price = element.getElementsByClass("p-price").eq(0).text();
            String p_name = element.getElementsByClass("p-name").eq(0).text();
            String img = element.getElementsByTag("img").eq(0).attr("data-lazy-img");
            list.add(new Product(p_name,p_price,img));
        }
        return list;
    }
}

4.3加入Elasticsearch配置 

@Configuration
public class EsConfig {

    //该对象可以对ES进行相关的操作
    @Bean
    public RestHighLevelClient restHighLevelClient(){
        RestHighLevelClient client = new RestHighLevelClient(RestClient.builder(new HttpHost("127.0.0.1",9200,"http")));
        return client;
    }
}

5.后端数据

5.1controller层代码

@RestController
@RequestMapping("/product")
@CrossOrigin
public class ProductController {

    @Autowired
    private ProductService productService;

    @GetMapping("/export/{keyword}")
    public CommonResult export(@PathVariable String keyword) throws Exception{
        return productService.export(keyword);
    }

    @GetMapping("/search/{keyword}/{currentPage}/{pageSize}")
    public CommonResult search(@PathVariable String keyword,@PathVariable Integer currentPage,@PathVariable Integer pageSize) throws Exception{
        return productService.search(keyword,currentPage,pageSize);
    }
}

5.2service层代码 

@Service
public class ProductService {

    @Autowired
    private RestHighLevelClient restHighLevelClient;

    public CommonResult export(String keyword) throws Exception{
        List<Product> list = HtmlParseUtil.parseJd(keyword);
        //批量添加文档
        BulkRequest bulkRequest = new BulkRequest("king-jd");
        for (Product product:list){
            IndexRequest request = new IndexRequest();
            request.source(JSON.toJSONString(product), XContentType.JSON);
            bulkRequest.add(request);
        }

        BulkResponse bulk = restHighLevelClient.bulk(bulkRequest, RequestOptions.DEFAULT);
        //hasFailures是否失败，失败返回true，成功返回false。
        if (bulk.hasFailures()){
            return new CommonResult(5000,"添加失败",null);
        }else{
            return new CommonResult(2000,"添加成功",null);
        }

    }

    public CommonResult search(String keyword,Integer currentPage,Integer pageSize) throws Exception{
        SearchRequest searchRequest = new SearchRequest("king-jd");
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();

        TermQueryBuilder queryBuilder = QueryBuilders.termQuery("title", keyword);
        searchSourceBuilder.query(queryBuilder);

        searchSourceBuilder.from((currentPage-1)*pageSize);
        searchSourceBuilder.size(pageSize);

        //设置高亮
        HighlightBuilder highlightBuilder = new HighlightBuilder();
        highlightBuilder.field("title");
        highlightBuilder.preTags("<font color='red'>");
        highlightBuilder.postTags("</font>");
        searchSourceBuilder.highlighter(highlightBuilder);
        searchRequest.source(searchSourceBuilder);

        SearchResponse searchResponse = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
        SearchHits hits = searchResponse.getHits();
        long total = hits.getTotalHits().value;
        List<Map<String,Object>> list = new ArrayList<>();
        SearchHit[] hits1 = hits.getHits();
        for (SearchHit hit:hits1){
            Map<String, Object> sourceAsMap = hit.getSourceAsMap();

            //获得高亮字段
            Map<String, HighlightField> highlightFields = hit.getHighlightFields();
            HighlightField title = highlightFields.get("title");
            Text[] texts = title.getFragments();
            StringBuilder sb = new StringBuilder();
            for (Text text:texts){
                sb.append(text);
            }
            sourceAsMap.put("title",sb);
            sourceAsMap.put("total",total);
            list.add(sourceAsMap);
        }
        return new CommonResult(2000,"搜索成功",list);
    }
}

6.vue的前端页面

<template>
    <div class="page">
        <div id="app" class=" mallist tmall- page-not-market ">
            <!-- 头部搜索 -->
            <div id="header" class=" header-list-app">
                <div class="headerLayout">
                    <div class="headerCon ">
                        <!-- Logo-->
                        <h1 id="mallLogo">
                            <img src="../assets/1.png" alt="">
                        </h1>
                        <div class="header-extra">
                            <!--搜索-->
                            <div id="mallSearch" class="mall-search">
                                <form name="searchTop" class="mallSearch-form clearfix">
                                    <fieldset>
                                        <legend>天猫搜索</legend>
                                        <div class="mallSearch-input clearfix">
                                            <div class="s-combobox" id="s-combobox-685">
                                                <div class="s-combobox-input-wrap">
                                                    <input v-model="keyword"  type="text" autocomplete="off" id="mq"
                                                           class="s-combobox-input"  aria-haspopup="true">
                                                </div>
                                            </div>
                                            <button type="submit" @click.prevent="searchKey" id="searchbtn">搜索</button>
                                        </div>
                                    </fieldset>
                                </form>
                                <ul class="relKeyTop">
                                    <li><a>king说Java</a></li>
                                    <li><a>king说前端</a></li>
                                    <li><a>king说Linux</a></li>
                                    <li><a>king说大数据</a></li>
                                    <li><a>king聊理财</a></li>
                                </ul>
                            </div>
                        </div>
                    </div>
                </div>
            </div>
            <!-- 商品详情页面 -->
            <div id="content">
                <div class="main">
                    <!-- 品牌分类 -->
                    <form class="navAttrsForm">
                        <div class="attrs j_NavAttrs" style="display:block">
                            <div class="brandAttr j_nav_brand">
                                <div class="j_Brand attr">
                                    <div class="attrKey">
                                        品牌
                                    </div>
                                    <div class="attrValues">
                                        <ul class="av-collapse row-2">
                                            <li><a href="#"> king说 </a></li>
                                            <li><a href="#"> Java </a></li>
                                        </ul>
                                    </div>
                                </div>
                            </div>
                        </div>
                    </form>
                    <!-- 排序规则 -->
                    <div class="filter clearfix">
                        <a class="fSort fSort-cur">综合<i class="f-ico-arrow-d"></i></a>
                        <a class="fSort">人气<i class="f-ico-arrow-d"></i></a>
                        <a class="fSort">新品<i class="f-ico-arrow-d"></i></a>
                        <a class="fSort">销量<i class="f-ico-arrow-d"></i></a>
                        <a class="fSort">价格<i class="f-ico-triangle-mt"></i><i class="f-ico-triangle-mb"></i></a>
                    </div>
                    <!-- 商品详情 -->
                    <div class="view grid-nosku" >
                        <div class="product" v-for="item in results">
                            <div class="product-iWrap">
                                <!--商品封面-->
                                <div class="productImg-wrap">
                                    <a class="productImg">
                                        <img :src="item.imgUrl">
                                    </a>
                                </div>
                                <!--价格-->
                                <p class="productPrice">
                                    <em>{{item.price}}</em>
                                </p>
                                <!--标题-->
                                <p class="productTitle">
                                    <a v-html="item.title">  </a>
                                </p>
                                <!-- 店铺名 -->
                                <div class="productShop">
                                    <span>店铺： king说Java </span>
                                </div>
                                <!-- 成交信息 -->
                                <p class="productStatus">
                                    <span>月成交<em>999笔</em></span>
                                    <span>评价 <a>3</a></span>
                                </p>
                            </div>
                        </div>

                    </div>
                    <el-pagination
                            @size-change="handleSizeChange"
                            @current-change="handleCurrentChange"
                            :current-page="currentPage"
                            :page-sizes="pageSizes"
                            :page-size="pageSize"
                            layout="total, sizes, prev, pager, next, jumper"
                            :total="total">
                    </el-pagination>
                </div>

            </div>
        </div>

    </div>
</template>

<script>
    export default {
        name: "jd",
        data(){
             return {
                  keyword: '', // 搜索的关键字
                  results:[], // 后端返回的结果
                 //当前显示页码的变量
                 currentPage: 1,
                 //可选的每条显示几条数据
                 pageSizes: [10,20,30],
                 //每页显示的条数
                 pageSize: 10,
                 //总条数
                 total: 0,
             }
        },
        methods:{
            //页码显示的条数大小改变时触发的方法
            handleSizeChange(val) {
                this.pageSize=val;
                this.searchKey();
            },
            //页码改变时触发的方法
            handleCurrentChange(val) {
                this.currentPage = val;
                this.searchKey();
            },
            searchKey(){
                var keyword = this.keyword;
                this.$http.get('http://localhost:8080/product/search/'+keyword+"/"+this.currentPage+"/"+this.pageSize).then(response=>{
                    console.log(response.data.result);
                    this.results=response.data.result;
                    this.total=response.data.result[0].total;
                })
            }
        }

    }
</script>

<style>
    /*** uncss> filename: http://localhost:9090/css/global.css ***/body,button,fieldset,form,h1,input,legend,li,p,ul{margin:0;padding:0}body,button,input{font:12px/1.5 tahoma,arial,"\5b8b\4f53";-ms-overflow-style:scrollbar}button,h1,input{font-size:100%}em{font-style:normal}ul{list-style:none}a{text-decoration:none}a:hover{text-decoration:underline}legend{color:#000}fieldset,img{border:0}#content,#header{margin-left:auto;margin-right:auto}html{zoom:expression(function(ele){ ele.style.zoom = "1"; document.execCommand("BackgroundImageCache", false, true); }(this))}@font-face{font-family:mui-global-iconfont;src:url(//at.alicdn.com/t/font_1401963178_8135476.eot);src:url(//at.alicdn.com/t/font_1401963178_8135476.eot?#iefix) format('embedded-opentype'),url(//at.alicdn.com/t/font_1401963178_8135476.woff) format('woff'),url(//at.alicdn.com/t/font_1401963178_8135476.ttf) format('truetype'),url(//at.alicdn.com/t/font_1401963178_8135476.svg#iconfont) format('svg')}#mallPage{width:auto;min-width:990px;background-color:transparent}#content{width:990px;margin:auto}#mallLogo{float:left;z-index:9;padding-top:28px;width:280px;height:64px;line-height:64px;position:relative}.page-not-market #mallLogo{width:400px}.clearfix:after,.clearfix:before,.headerCon:after,.headerCon:before{display:table;content:"";overflow:hidden}#mallSearch legend{display:none}.clearfix:after,.headerCon:after{clear:both}.clearfix,.headerCon{zoom:1}#mallPage #header{margin-top:-30px;width:auto;margin-bottom:0;min-width:990px;background:#fff}#header{height:122px;margin-top:-26px!important;background:#fff;min-width:990px;width:auto!important;position:relative;z-index:1000}#mallSearch #mq,#mallSearch fieldset,.mallSearch-input{position:relative}.headerLayout{width:990px;padding-top:26px;margin:0 auto}.header-extra{overflow:hidden}#mallSearch{float:right;padding-top:25px;width:390px;overflow:hidden}.mallSearch-form{border:solid #FF0036;border-width:3px 0 3px 3px}.mallSearch-input{background:#fff;height:30px}#mallSearch #mq{color:#000;margin:0;z-index:2;width:289px;height:20px;line-height:20px;padding:5px 3px 5px 5px;outline:0;border:none;font-weight:900;background:url(data:image/gif;base64,R0lGODlhAQADAJEAAObm5t3d3ff39wAAACH5BAAAAAAALAAAAAABAAMAAAICDFQAOw==) repeat-x;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}#mallSearch button{position:absolute;right:0;top:0;width:90px;border:0;font-size:16px;letter-spacing:4px;cursor:pointer;color:#fff;background-color:#FF0036;height:30px;overflow:hidden;font-family:'\5FAE\8F6F\96C5\9ED1',arial,"\5b8b\4f53"}#mallSearch .s-combobox{height:30px}#mallSearch .s-combobox .s-combobox-input:focus{outline:0}button::-moz-focus-inner{border:0;padding:0;margin:0}.page-not-market #mallSearch{width:540px!important}.page-not-market #mq{width:439px!important}
    /*** uncss> filename: http://localhost:9090/css/test.css ***/#mallSearch{float:none}.page-not-market #mallLogo{width:280px}.header-list-app #mallSearch{width:448px!important}.header-list-app #mq{width:347px!important}@media (min-width:1210px){#header .headerCon,#header .headerLayout,.main{width:1190px!important}.header-list-app #mallSearch{width:597px!important}.header-list-app #mq{width:496px!important}}@media (min-width:600px) and (max-width:800px) and (orientation:portrait){.pg .page{min-width:inherit!important}.pg #mallPage,.pg #mallPage #header{min-width:740px!important}.pg #header .headerCon,.pg #header .headerLayout,.pg .main{width:740px!important}.pg #mallPage #mallLogo{width:260px}.pg #header{min-width:inherit}.pg #mallSearch .mallSearch-input{padding-right:95px}.pg #mallSearch .s-combobox{width:100%!important}.pg #mallPage .header-list-app #mallSearch{width:auto!important}.pg #mallPage .header-list-app #mallSearch #mq{width:100%!important;padding:5px 0 5px 5px}}i{font-style:normal}.main,.page{position:relative}.page{overflow:hidden}@font-face{font-family:tm-list-font;src:url(//at.alicdn.com/t/font_1442456441_338337.eot);src:url(//at.alicdn.com/t/font_1442456441_338337.eot?#iefix) format('embedded-opentype'),url(//at.alicdn.com/t/font_1442456441_338337.woff) format('woff'),url(//at.alicdn.com/t/font_1442456441_338337.ttf) format('truetype'),url(//at.alicdn.com/t/font_1442456441_338337.svg#iconfont) format('svg')}::selection{background:rgba(0,0,0,.1)}*{-webkit-tap-highlight-color:rgba(0,0,0,.3)}b{font-weight:400}.page{background:#fff;min-width:990px}#content{margin:0!important;width:100%!important}.main{margin:auto;width:990px}.main img{-ms-interpolation-mode:bicubic}.fSort i{background:url(//img.alicdn.com/tfs/TB1XClLeAY2gK0jSZFgXXc5OFXa-165-206.png) 9999px 9999px no-repeat}#mallSearch .s-combobox{width:auto}::-ms-clear,::-ms-reveal{display:none}.attrKey{white-space:nowrap;text-overflow:ellipsis}.attrs{border-top:1px solid #E6E2E1}.attrs 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