PostgreSQL引进“分区”表特性,解放了之前采用“表继承”+“触发器”来实现分区表的繁琐、低效。而添加分区,都是手动执行SQL。
演示目的:利用python来为PostgreSQL的表自动添加分区。
python版本:python3+
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pip3 install psycopg2 |
一、配置数据源
database.ini 文件:记录数据库连接参数
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[adsas] host=192.168.1.201 database=adsas user=adsas password=adsas123 port=5432 [test] host=192.168.1.202 database=adsas user=adsas password=adsas123 port=5432 |
二、config 脚本
config.py 文件:下面的 config() 函数读取 database.ini 文件并返回连接参数。config() 函数位于config.py文件中
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#!/usr/bin/python3 from configparser import ConfigParser def config(section ,filename = 'database.ini' ): # create a parser parser = ConfigParser() # read config file parser.read(filename) # get section, default to postgresql db = {} if parser.has_section(section): params = parser.items(section) for param in params: db[param[ 0 ]] = param[ 1 ] else : raise Exception( 'Section {0} not found in the {1} file' . format (section, filename)) return db |
三、创建子表脚本
pg_add_partition_table.py 文件:其中 create_table函数是创建子表SQL。其中参数
参数名 | 含义 |
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db | 指向数据库 |
table | 主表 |
sub_table | 正要新建的子表名 |
start_date | 范围分界开始值 |
end_date | 范围分界结束值 |
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#!/usr/bin/python3 import psycopg2 from config import config #example: create table tbl_game_android_step_log_2021_07 PARTITION OF tbl_game_android_step_log FOR VALUES FROM ('2021-07-01') TO ('2021-08-01'); def create_table(db, table, sub_table, start_date, end_date): """ create subtable in the PostgreSQL database""" command = "create table {0} PARTITION OF {1} FOR VALUES FROM ('{2[0]}') TO ('{2[1]}');" . format (sub_table, table, (start_date, end_date)) conn = None try : # read the connection parameters params = config(section = db) # connect to the PostgreSQL server conn = psycopg2.connect( * * params) cur = conn.cursor() # create table one by one cur.execute(command) # close communication with the PostgreSQL database server cur.close() # commit the changes conn.commit() except (Exception, psycopg2.DatabaseError) as error: print (error) finally : if conn is not None : conn.close() |
四、执行文件main.py
main.py:主文件;通过执行main生成分区表。
示例:
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#!/usr/bin/python3 import datetime from datetime import date from dateutil.relativedelta import * from pg_add_partition_table import create_table #Get the 1st day of the next month def get_next_month_first_day(d): return date(d.year + (d.month = = 12 ), d.month = = 12 or d.month + 1 , 1 ) def create_sub_table(db, table): # Get current date d1 = date.today() # Get next month's date d2 = d1 + relativedelta(months = + 1 ) # Get the 1st day of the next month;As the starting value of the partitioned table start_date = get_next_month_first_day(d1) # Gets the 1st of the next two months as the end value of the partitioned table end_date = get_next_month_first_day(d2) # get sub table name getmonth = datetime.datetime.strftime(d2, '%Y_%m' ) sub_table = table + '_' + getmonth create_table(db, table, sub_table, start_date, end_date) if __name__ = = '__main__' : create_sub_table( 'test' , 'tbl_game_android_step_log' ); |
上面示例单独为表tbl_game_android_step_log;创建分区;若多个表;用for语句处理
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# 多表操作 for table in [ 'tbl_game_android_step_log' , 'tbl_game_android_game_log' , 'tbl_game_android_pay_log' ]: create_sub_table( 'test' , table ); 演示之前: adsas=> select * from pg_partition_tree( 'tbl_game_android_step_log' ); relid | parentrelid | isleaf | level -----------------------------------+---------------------------+--------+------- tbl_game_android_step_log | | f | 0 tbl_game_android_step_log_2020_12 | tbl_game_android_step_log | t | 1 (2 rows ) |
演示之后:
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adsas=> select * from pg_partition_tree( 'tbl_game_android_step_log' ); relid | parentrelid | isleaf | level -----------------------------------+---------------------------+--------+------- tbl_game_android_step_log | | f | 0 tbl_game_android_step_log_2020_12 | tbl_game_android_step_log | t | 1 tbl_game_android_step_log_2021_01 | tbl_game_android_step_log | t | 1 Partition key : RANGE (visit_time) Partitions: tbl_game_android_step_log_2020_12 FOR VALUES FROM ( '2020-12-01 00:00:00' ) TO ( '2021-01-01 00:00:00' ), tbl_game_android_step_log_2021_01 FOR VALUES FROM ( '2021-01-01 00:00:00' ) TO ( '2021-02-01 00:00:00' ) |
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原文链接:https://blog.csdn.net/weixin_46199817/article/details/112261389