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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
def commit():
print "execsql:commit;"
c.execute("commit;")
return
def autocommit(flag):
print "execsql:set autocommit = "+str(flag)
c.execute("set autocommit = "+str(flag))
return
def getcount(table):
#print "execsql:select count(*) from "+table
c.execute("select count(*) from "+table)
return c.fetchall()[0][0]
def addtable (table,tableid,tablestring):
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",tablestring
if 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!
相关参考:
http://dev.mysql.com/doc/mysql/en/commit.html
http://dev.mysql.com/doc/mysql/en/innodb_and_autocommit.html