Python的MySQL驱动pymysql与mysqlclient性能对比
Python版本3.6
测试语句:
select * from FOO;
mysql终端直接执行:
46410 rows in set (0.10 sec)
python程序需安装profilehooks进行调用耗时分析
pymysql驱动测试程序:
# 安装:pip install pymysql from profilehooks import profile import pymysql.cursors import pymysql connection = pymysql.connect(host='localhost', user='root', db='foo') c = connection.cursor() @profile(immediate=True) def read_by_pymysql(): c.execute("select * from FOO;") res = c.fetchall() read_by_pymysql()
分析结果:耗时2.4s,与原始mysql读取差一个数量级
mysqlclient驱动测试程序:
# 安装:pip install mysqlclient 或 pip install git+https://github.com/PyMySQL/mysqlclient-python.git from profilehooks import profile import MySQLdb connection = MySQLdb.connect(host='localhost', user='root', db='foo') c = connection.cursor() @profile(immediate=True) def read_by_mysqlclient(): c.execute("select * from FOO;") res = c.fetchall() read_by_mysqlclient()
分析结果:耗时0.4s, 和mysql直接执行基本在同一量级
综上,mysqlclient的性能要好于pymsql
via。https://my.oschina.net/sukai/blog/1930092
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