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
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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
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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
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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 |
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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()
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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' );
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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 )
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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