MySQL两种表存储结构MyISAM和InnoDB的性能比较测试

2024年7月19日 09:36:15数据库评论120字数 4065阅读模式

MySQL支持的两种主要表存储格式MyISAM，InnoDB，上个月做个项目时，先使用了InnoDB，结果速度特别慢，1秒钟只能插入10几条。后来换成MyISAM格式，一秒钟插入上万条。当时决定这两个表的性能也差别太大了吧。后来自己推测，不应该差别这么慢，估计是写的插入语句有问题，决定做个测试：
测试环境：Redhat Linux9，4CPU，内存2G，MySQL版本为4.1.6-gamma-standard
测试程序：Python＋Python-MySQL模块。
测试方案：
1、MyISAM格式分别测试，事务和不用事务两种情况：
2、InnoDB格式分别测试AutoCommit＝1（不用begin transaction和用begin transaction模式），
AutoCommit=0 （不用begin transaction和用begin transaction模式）四种情况。

测试方法为插入10000条记录。为了测试不互相影响，单独建立了专用的测试表，建表语句如下：
1、MyISAM不用事务表：
CREATE TABLE `MyISAM_NT` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=MyISAM;

2、MyISAM用事务表:
CREATE TABLE `MyISAM_TS` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=MyISAM;

3、InnoDB关闭AutoCommit，不用事务:
CREATE TABLE `INNODB_NA_NB` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=InnoDB;

4、InnoDB关闭AutoCommit，用事务:
CREATE TABLE `INNODB_NA_BE` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=InnoDB;

5、InnoDB开启AutoCommit，不用事务:
CREATE TABLE `INNODB_AU_NB` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=InnoDB;

6、InnoDB开启AutoCommit，用事务:
CREATE TABLE `INNODB_AU_BE` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=InnoDB;

测试的Python脚本如下：

#!/usr/bin/env Python
'''
MyISAM,InnoDB性能比较
作者：空心菜（Invalid）
时间：2004-10-22
'''
import MySQLdb
import sys
import os
import string
import time

c = None

testtables = [("MyISAM_NT",None,0),
("MyISAM_TS",None,1),
("INNODB_NA_NB",0,0),
("INNODB_NA_BE",0,1),
("INNODB_AU_NB",1,0),
("INNODB_AU_BE",1,1)
]

def BeginTrans():

print "ExecSQL:BEGIN;"
c.execute("BEGIN;")

return文章源自很文博客https://www.hinwi.com/很文博客-https://www.hinwi.com/63324.html

def Commit():文章源自很文博客https://www.hinwi.com/很文博客-https://www.hinwi.com/63324.html

print "ExecSQL:COMMIT;"
c.execute("COMMIT;")
return文章源自很文博客https://www.hinwi.com/很文博客-https://www.hinwi.com/63324.html

def AutoCommit(flag):文章源自很文博客https://www.hinwi.com/很文博客-https://www.hinwi.com/63324.html

print "ExecSQL:Set AUTOCOMMIT = "+str(flag)
c.execute("Set AUTOCOMMIT = "+str(flag))
return文章源自很文博客https://www.hinwi.com/很文博客-https://www.hinwi.com/63324.html

def getcount(table):
#print "ExecSQL:select count(*) from "+table
c.execute("select count(*) from "+table)
return c.fetchall()[0][0]文章源自很文博客https://www.hinwi.com/很文博客-https://www.hinwi.com/63324.html

def AddTable (Table,TableId,TableString):文章源自很文博客https://www.hinwi.com/很文博客-https://www.hinwi.com/63324.html

sql = "INSERT INTO "+Table+"(TableId, TableString) VALUES( "+ TableId+ ",'" + TableString +"')"
try:
c.execute(sql)
except MySQLdb.OperationalError,error:
print "AddTable Error:",error
return -1;
return c.rowcount

def main():

argv = sys.argv

if len(argv) < 2:
print 'Usage:',argv[0],' TableId TestCount \n'
sys.exit(1)global c #mysql访问cursor

db_host = "localhost"
db_name = "demo"
db_user = "root"
db_user_passwd = ""print "Config:[%s %s/%s %s] DB\n"%(db_host,db_user,db_user_passwd,db_name)

if len(argv) > 2:
tableid = argv[1]
testcount = int(argv[2]) #

for test in testtables:
#每次操作前都重写建立数据库连接
try:
mdb = MySQLdb.connect(db_host, db_user, db_user_passwd, db_name)
except MySQLDb.OperationalError,error:
print "Connect Mysql[%s %s/%s %s] DB Error:"%(db_host,db_user,db_user_passwd,db_name),error,"\n"
sys.exit(1)
else:
c = mdb.cursor()
table,autocommit,trans = test
starttime = time.time()
print table," ",time.strftime("%y-%m-%d %H:%M:%S",time.localtime())

if autocommit != None:
AutoCommit(autocommit)if trans == 1:
BeginTrans()

for i in xrange(testcount):
tablestring = "%020d"%i
if (AddTable(table,tableid,tablestring)<1):
print "AddTable Error",tablestringif trans == 1:
Commit()

print time.strftime("%y-%m-%d %H:%M:%S",time.localtime())
endtime = time.time()
usedtime = endtime-starttime

print table,"count:",getcount(table)," used time:",usedtime
c.close()
mdb.close()

if __name__ == '__main__':
main()
测试结果如下：Config:[localhost root/ demo] DB

MyISAM_NT   04-10-22 16:33:24
04-10-22 16:33:26
MyISAM_NT count: 10000 used time: 2.1132440567
MyISAM_TS   04-10-22 16:33:26
ExecSQL:BEGIN;
ExecSQL:COMMIT;
04-10-22 16:33:29
MyISAM_TS count: 10000 used time: 2.65475201607
INNODB_NA_NB   04-10-22 16:33:29
ExecSQL:Set AUTOCOMMIT = 0
04-10-22 16:33:31
INNODB_NA_NB count: 10000 used time: 2.51947999001
INNODB_NA_BE   04-10-22 16:33:31
ExecSQL:Set AUTOCOMMIT = 0
ExecSQL:BEGIN;
ExecSQL:COMMIT;
04-10-22 16:33:35
INNODB_NA_BE count: 10000 used time: 3.85625100136
INNODB_AU_NB   04-10-22 16:33:35
ExecSQL:Set AUTOCOMMIT = 1
04-10-22 16:34:19
INNODB_AU_NB count: 10000 used time: 43.7153041363
INNODB_AU_BE   04-10-22 16:34:19
ExecSQL:Set AUTOCOMMIT = 1
ExecSQL:BEGIN;
ExecSQL:COMMIT;
04-10-22 16:34:22
INNODB_AU_BE count: 10000 used time: 3.14328193665
结论：
由此得知影响速度的主要原因是AUTOCOMMIT默认设置是打开的，
我当时的程序没有显式调用BEGIN;开始事务，导致每插入一条都自动Commit，严重影响了速度。
算来也是个低级错误！

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