• 为PostgreSQL的表自动添加分区


    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+

    pip3 install psycopg2
    

    一、配置数据源

    database.ini 文件:记录数据库连接参数

    [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

    #!/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
    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
    #!/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:

    #!/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

        # 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:

    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')
    

    五、加入定时任务

    N/A

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  • 原文地址:https://www.cnblogs.com/lottu/p/14228477.html
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