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利用python為PostgreSQL的表自動添加分區

瀏覽:2日期:2022-06-29 16:07:20

PostgreSQL引進“分區”表特性,解放了之前采用“表繼承”+“觸發器”來實現分區表的繁瑣、低效。而添加分區,都是手動執行SQL。

演示目的:利用python來為PostgreSQL的表自動添加分區。python版本:python3+

pip3 install psycopg2一、配置數據源

database.ini 文件:記錄數據庫連接參數

[adsas]host=192.168.1.201database=adsasuser=adsaspassword=adsas123port=5432[test]host=192.168.1.202database=adsasuser=adsaspassword=adsas123port=5432二、config 腳本

config.py 文件:下面的 config() 函數讀取 database.ini 文件并返回連接參數。config() 函數位于config.py文件中

#!/usr/bin/python3from 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、創建子表腳本

pg_add_partition_table.py 文件:其中 create_table函數是創建子表SQL。其中參數

參數名 含義 db 指向數據庫 table 主表 sub_table 正要新建的子表名 start_date 范圍分界開始值 end_date 范圍分界結束值

#!/usr/bin/python3import psycopg2from 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、執行文件main.py

main.py:主文件;通過執行main生成分區表。

示例:

#!/usr/bin/python3import datetimefrom datetime import datefrom dateutil.relativedelta import *from pg_add_partition_table import create_table#Get the 1st day of the next monthdef 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’);

上面示例單獨為表tbl_game_android_step_log;創建分區;若多個表;用for語句處理

# 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 | 1Partition 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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