#!/usr/bin/env python """ pgtune Sample usage shown by running with "--help" """ import sys import os import datetime import optparse import csv import platform # Windows specific routines try: # ctypes is only available starting in Python 2.5 from ctypes import * # wintypes is only is available on Windows from ctypes.wintypes import * def Win32Memory(): class memoryInfo(Structure): _fields_ = [ ('dwLength', c_ulong), ('dwMemoryLoad', c_ulong), ('dwTotalPhys', c_ulong), ('dwAvailPhys', c_ulong), ('dwTotalPageFile', c_ulong), ('dwAvailPageFile', c_ulong), ('dwTotalVirtual', c_ulong), ('dwAvailVirtual', c_ulong) ] mi = memoryInfo() mi.dwLength = sizeof(memoryInfo) windll.kernel32.GlobalMemoryStatus(byref(mi)) return mi.dwTotalPhys except: # TODO For pre-2.5, and possibly replacing the above in all cases, you # can grab this from the registry via _winreg (standard as of 2.0) looking # at "HARDWARE\RESOURCEMAP\System Resources\Physical Memory" # see http://groups.google.com/groups?hl=en&lr=&client=firefox-a&threadm=b%25B_8.3255%24Dj6.2964%40nwrddc04.gnilink.net&rnum=2&prev=/groups%3Fhl%3Den%26lr%3D%26client%3Dfirefox-a%26q%3DHARDWARE%255CRESOURCEMAP%255CSystem%2BResources%255CPhysical%2BMemory%26btnG%3DSearch pass # Memory constants KB = 1024 MB = 1024 * KB GB = 1024 * MB KB_PER_MB = MB / KB KB_PER_GB = GB / KB def total_mem(): try: if platform.system() == "Windows": mem = Win32Memory() else: # Should work on other, more UNIX-ish platforms physPages = os.sysconf("SC_PHYS_PAGES") pageSize = os.sysconf("SC_PAGE_SIZE") mem = physPages * pageSize return mem except: return None def binaryround(value): """ Keeps the 4 most significant binary bits, truncates the rest so that SHOW will be likely to use a larger divisor >>> binaryround(22) 22 >>> binaryround(1234567) 1179648 """ multiplier = 1 while value > 16: value = int(value / 2) multiplier = multiplier * 2 return multiplier * value class PGConfigLine(object): """ Stores the value of a single line in the postgresql.conf file, with the following fields: line_number : integer original_line : string comment_section : string sets_parameter : boolean If sets_parameter is True these will also be set: name : string readable : string raw : string This is the actual value delimiter (expectations are '' and "") """ def __init__(self, line, num=0): self.original_line = line self.line_number = num self.sets_parameter = False # Remove comments and edge whitespace self.comment_section = "" self.name = None self.sets_parameter = None self.readable = None def process_line(self): """ >>> line = PGConfigLine('checkpoint_completion_target = 0.9 # pgtune') >>> line.process_line() >>> line.comment_section '# pgtune' >>> line.name 'checkpoint_completion_target' >>> line.readable '0.9' """ line = self.original_line comment_index = line.find('#') if comment_index >= 0: line = self.original_line[0:comment_index] self.comment_section = self.original_line[comment_index:] line = line.strip() if line == "": return # Split into name,value pair if '=' not in line: return name, value = line.split('=', 1) name = name.strip() value = value.strip() self.name = name self.sets_parameter = True # Many types of values have ' ' characters around them, strip # TODO Set delimiter based on whether there is one here or not value = value.rstrip("'") value = value.lstrip("'") self.readable = value # Implement a Java-ish interface for this class that renames # Could use a python-ish property instead def value(self): return self.readable def is_setting(self): return self.sets_parameter def __str__(self): result = ['%s sets?=%s' %(self.line_number, self.sets_parameter)] if self.sets_parameter: result.append('%s=%s' %(self.name, self.value)) # TODO: Include comment_section, readable,raw, delimiter result.append('original_line: %s' % self.original_line) return ' '.join(result) class PGConfigFile(object): """ Read, write, and manage a postgresql.conf file There are two main structures here: config_lines[]: Array of PGConfigLine entries for each line in the file param_to_line: Dictionary mapping parameter names to the line that set them """ def __init__(self, filename): self.filename = filename self.param_to_line = {} self.config_lines = [] self.settings = None def read_config_file(self): for i, line in enumerate(open(self.filename)): line = line.rstrip('\n') line_num = i + 1 config_line = PGConfigLine(line, line_num) config_line.process_line() self.config_lines.append(config_line) if config_line.is_setting(): # TODO Check if the line is already in the file, in which case # we should throw and error here suggesting that be corrected self.param_to_line[config_line.name] = config_line def store_settings(self, settings): """ Much of this class will only operate with a settings database. The only reason that isn't required by the constructor itself is that making it a second step introduces the possibility of detecting which version someone is running, based on what settings do and don't exist in their postgresql.conf """ self.settings = settings def current_value(self, name): """ Get the current value, assuming the default if that parameter isn't set """ current = self.settings.boot_val(name) if name in self.param_to_line: current = self.settings.parse(name, self.param_to_line[name].value()) current = current.strip() return current def numeric_value(self, name, value): """ Get any numeric value the way the server will see it, so things are always on the same scale. Returns None if this is not a numeric value. TODO Maybe throw an exception instead? TODO Finish this implementation for integers, floats """ return None def limit_checked(self, name, value): """ TODO Check against min,max. Clip to edge and issue hint if value is outside of server limits. """ return None def update_setting(self, name, value): current = self.current_value(name) value = str(value).strip() # If it matches what's currently in the file, don't do anything if current == value: return # TODO Throw a HINT if you're reducing a value. This only makes # sense for integer and float settings, and presumes that there # aren't any settings where a lower value is more aggressive # TODO Clamp the new value against the min and max for this setting #print name,"min=",settings.min_val(name),"max=",settings.max_val(name) # Construct a new settings line text = "%s = %s # pgtune wizard %s" %(name, value, datetime.date.today()) new_line = PGConfigLine(text) new_line.process_line() # Comment out any line already setting this value if name in self.param_to_line: old_line = self.param_to_line[name] old_line_num = old_line.line_number commentedLineText = "# %s" % old_line.original_line commentedLine = PGConfigLine(commentedLineText, old_line_num) commentedLine.process_line() # Subtract one here to adjust for zero offset of array. # Any future change that adds lines in-place will need to do # something smarter here, because the line numbers won't match # the array indexes anymore self.config_lines[old_line_num - 1] = commentedLine self.config_lines.append(new_line) self.param_to_line[name] = new_line def update_if_larger(self, name, value): if name in self.param_to_line: # TODO This comparison needs all the values converted to numeric form # and converted to the same scale before it will work if (True): #newValue > self.param_to_line[name].value(): self.update_setting(name, value) def write(self, fout): fout.writelines(['%s\n' % line.original_line for line in self.config_lines]) def debug_print_input(self): print "Original file:" for l in self.config_lines: print str(l) def debug_print_settings(self): print "Settings listing:" for k, line in self.param_to_line.items(): print '%s = %s' %(k, line.value()) class PGSettings(object): """ Read and index a delimited text dump of a typical pg_settings dump for the appropriate architecture. Maximum values are different for some settings on 32 and 64 bit platforms. An appropriately formatted dump can be generated with: psql postgres -c "COPY (SELECT name,setting,unit,category,short_desc, extra_desc,context,vartype,min_val,max_val,enumvals,boot_val FROM pg_settings WHERE NOT source='override') TO '//pg_settings--'" Note that some of these columns (such as boot_val) are only available starting in PostgreSQL 8.4 """ def __init__(self, settings_dir): self.param_to_dict = {} self.settings_dir = settings_dir def read_config_file(self): platform_bits = 32 if platform.architecture()[0] == "64bit": platform_bits = 64 # TODO Support handling versions other than 8.4 # TODO Allow passing in platform bit size setting_dump_file = os.path.join(self.settings_dir, "pg_settings-8.4-%s" % platform_bits) setting_columns = ["name", "setting", "unit", "category", "short_desc", "extra_desc", "context", "vartype", "min_val", "max_val", "enumvals", "boot_val"] reader = csv.DictReader(open(setting_dump_file), setting_columns, delimiter="\t") for d in reader: # Convert nulls into blanks for key in d.keys(): if d[key] == '\\N': d[key] = "" # Memory units must be specified in some number of kB (never a larger # unit). Typically they are either "kB" for 1kB or "8kB", unless someone # compiled the server with a larger database or xlog block size # (BLCKSZ/XLOG_BLCKSZ). This code has no notion that such a thing is # possible though. d['memory_unit'] = d['unit'].endswith('kB') if d['memory_unit']: divisor = d['unit'].rstrip('kB') if divisor == '': divisor = "1" d['memory_divisor'] = int(divisor) else: d['memory_divisor'] = None self.param_to_dict[d['name']] = d def debug_print_settings(self): for key in self.param_to_dict.keys(): print "key=", key, " value=", self.param_to_dict[key] def min_val(self, setting): return (self.param_to_dict[setting])['min_val'] def max_val(self, setting): return (self.param_to_dict[setting])['max_val'] def boot_val(self, setting): return (self.param_to_dict[setting])['boot_val'] def unit(self, setting): return (self.param_to_dict[setting])['unit'] def vartype(self, setting): return (self.param_to_dict[setting])['vartype'] def memory_unit(self, setting): return (self.param_to_dict[setting])['memory_unit'] def memory_divisor(self, setting): return (self.param_to_dict[setting])['memory_divisor'] def show(self, name, value): formatted = value s = self.param_to_dict[name] if s['memory_unit']: # Use the same logic as the GUC code that implements "SHOW". This uses # larger units only if there's no loss of resolution in displaying # with that value. Therefore, if using this to output newly assigned # values, that value needs to be rounded appropriately if you want # it to show up as an even number of MB or GB if (value % KB_PER_GB == 0): value = value / KB_PER_GB unit = "GB" elif (value % KB_PER_MB == 0): value = value / KB_PER_MB unit = "MB" else: unit = "kB" formatted = str(value) + unit # print >> sys.stderr,"Showing",name,"with value",value,"gives",formatted return formatted def parse_int(self, name, value): """ Parse an integer value into its internal form. The main difficulty here is that if that integer is a memory unit, you need to be aware of what unit it is specified in. 1kB and 8kB pages are two popular ones and that is reflected in memory_divisor >>> ps = PGSettings('.') >>> ps.read_config_file() >>> ps.parse_int('max_connections', '10') 10 >>> ps.parse_int('shared_buffers', '960MB') 122880 """ if self.memory_unit(name): if value.endswith('kB'): internal = int(value.rstrip('kB')) internal = internal / self.memory_divisor(name) elif value.endswith('MB'): internal = int(value.rstrip('MB')) internal = internal * KB_PER_MB / self.memory_divisor(name) elif value.endswith('GB'): internal = int(value.rstrip('GB')) internal = internal * KB_PER_GB / self.memory_divisor(name) else: internal = int(value) else: internal = int(value) return internal def parse(self, name, value): """ Return a string representing the internal value this setting would be parsed into. This includes converting memory values into their internal integer representation. TODO It might be helpful to eventually handle all the boolean representations that the PostgreSQL GUC code understands, outputting in standard form """ if self.vartype(name) == "integer": return str(self.parse_int(name, value)) return value def wizard_tune(config, options, settings): """ We expect the following options are passed into here: db_type: Defaults to mixed connections: If missing, will set based on db_type totalMemory: If missing, will detect """ db_type = options.db_type.lower() # Save all settings to be updated as (setting,value) dictionary values s = {} try: s['max_connections'] = {'web':200, 'oltp':300, 'dw':20, 'mixed':80, 'desktop':5}[db_type] except KeyError: print "Error: unexpected setting for db_type" sys.exit(1) # Now that we've screened for that, we know we've got a good db_type and # don't have to wrap the rest of these settings in an try block # Allow overriding the maximum connections if options.connections != None: s['max_connections'] = options.connections # Estimate memory on this system via parameter or system lookup total_memory = options.total_memory if total_memory is None: total_memory = total_mem() if total_memory is None: print "Error: total memory not specified and unable to detect" sys.exit(1) # Memory allocation # Extract some values just to make the code below more compact # The base unit for memory types is the kB, so scale system memory to that mem = int(total_memory) / KB con = int(s['max_connections']) if total_memory >= (256 * MB): if False: # platform.system()=="Windows" # TODO Adjust shared_buffers for Windows pass else: s['shared_buffers'] = {'web':mem / 4, 'oltp':mem / 4, 'dw':mem / 4, 'mixed':mem / 4, 'desktop':mem / 16}[db_type] s['effective_cache_size'] = {'web':mem * 3 / 4, 'oltp':mem * 3 / 4, 'dw':mem * 3 / 4, 'mixed':mem * 3 / 4, 'desktop':mem / 4}[db_type] s['work_mem'] = {'web':mem / con, 'oltp':mem / con,'dw':mem / con / 2, 'mixed':mem / con / 2,'desktop':mem / con / 6}[db_type] s['maintenance_work_mem'] = {'web':mem / 16, 'oltp':mem / 16,'dw':mem / 8, 'mixed':mem / 16,'desktop':mem / 16}[db_type] # Cap maintenence RAM at 1GB on servers with lots of memory # (Remember that the setting is in terms of kB here) if s['maintenance_work_mem'] > (1 * MB): s['maintenance_work_mem'] = 1 * MB else: # TODO HINT about this tool not being optimal for low memory systems pass # Checkpoint parameters s['checkpoint_segments'] = {'web':8, 'oltp':16, 'dw':64, 'mixed':16, 'desktop':3}[db_type] s['checkpoint_completion_target'] = {'web':0.7, 'oltp':0.9, 'dw':0.9, 'mixed':0.9, 'desktop':0.5}[db_type] s['wal_buffers'] = 512 * s['checkpoint_segments'] # Paritioning and statistics s['constraint_exclusion'] = {'web':'off', 'oltp':'off', 'dw':'on', 'mixed':'on', 'desktop':'off'}[db_type] s['default_statistics_target'] = {'web':10, 'oltp':10, 'dw':100, 'mixed':50, 'desktop':10}[db_type] for key in s.keys(): value = s[key] # TODO Make this logic part of the config class, so this # function doesn't need to be passed settings if settings.memory_unit(key): value = binaryround(s[key]) # TODO Add show method to config class for similar reasons config.update_setting(key, settings.show(key, value)) def read_options(program_args): parser = optparse.OptionParser(usage="usage: %prog [options]", version="1.0", conflict_handler="resolve") parser.add_option('-i', '--input-config', dest="input_config", default=None, help="Input configuration file") parser.add_option('-o', '--output-config', dest="output_config", default=None, help="Output configuration file, defaults to standard output") parser.add_option('-M', '--memory', dest="total_memory", default=None, help="Total system memory, will attempt to detect if unspecified") parser.add_option('-T', '--type', dest="db_type", default="Mixed", help="Database type, defaults to Mixed, valid options are DW, OLTP, Web, Mixed, Desktop") parser.add_option('-c', '--connections', dest="connections", default=None, help="Maximum number of expected connections, default depends on database type") parser.add_option('-D', '--debug', action="store_true", dest="debug", default="False", help="Enable debugging mode") parser.add_option('-S', '--settings', dest="settings_dir", default=None, help="Directory where settings data files are located at. Defaults to the directory where the script is being run from") parser.add_option('--doctest', help='run doctests', action='store_true') options, args = parser.parse_args(program_args) if options.debug == True: print "Command line options: ",options print "Command line arguments: ",args return options, args, parser def main(program_args): options, args, parser = read_options(program_args) if options.doctest: import doctest doctest.testmod() return(0) configFile = options.input_config if configFile is None: print >> sys.stderr,"Can't do anything without an input config file; try --help" parser.print_help() return(1) config = PGConfigFile(configFile) config.read_config_file() if options.debug == True: config.debug_print_input() print config.debug_print_settings() if options.settings_dir is None: options.settings_dir = os.path.abspath(os.path.dirname(sys.argv[0])) settings = PGSettings(options.settings_dir) settings.read_config_file() config.store_settings(settings) wizard_tune(config, options, settings) output_file_name = options.output_config if output_file_name is None: fout = sys.stdout else: fout = open(output_file_name, 'w') config.write(fout) if __name__ == '__main__': sys.exit(main(sys.argv))