MySQL支持的兩種主要表存儲格式MyISAM,InnoDB,上個月做個項目時,先使用了InnoDB,結果速度特別慢,1秒鐘只能插入10幾條。後來換成MyISAM格式,一秒鐘插入上萬條。當時覺的這兩個表的性能也差別太大了吧。後來自己推測,不應該差別這麼慢,估計是寫的插入語句有問題,決定做個測試:
測試環境:Redhat Linux9,4CPU,內存2G,MySQL版本為4.1.6-gamma-standard
測試程序:Python+Python-MySQL模塊。
測試方案:
1、MyISAM格式分別測試,事務和不用事務兩種情況:
2、InnoDB格式分別測試AutoCommit=1(不用begin transaction和用begin transaction模式),AutoCommit=0 (不用begin transaction和用begin transaction模式)四種情況。測試方法為插入10000條記錄。為了測試不互相影響,單獨建立了專用的測試表,建表語句如下:
1、MyISAM不用事務表:
CREATE TABLE `MyISAM_NT` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=MyISAM;
2、MyISAM用事務表:
CREATE TABLE `MyISAM_TS` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=MyISAM;
3、InnoDB關閉AutoCommit,不用事務:
CREATE TABLE `INNODB_NA_NB` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=InnoDB;
4、InnoDB關閉AutoCommit,用事務:
CREATE TABLE `INNODB_NA_BE` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=InnoDB;
5、InnoDB開啟AutoCommit,不用事務:
CREATE TABLE `INNODB_AU_NB` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=InnoDB;
6、InnoDB開啟AutoCommit,用事務:
CREATE TABLE `INNODB_AU_BE` (
`TableId` int(11) NOT NULL default '0',
`TableString` varchar(21) NOT NULL default ''
) ENGINE=InnoDB;
測試的Python腳本如下:
#!/usr/bin/env Python
'''
MyISAM,InnoDB性能比較
作者:空心菜(Invalid)
時間: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訪問cursor
db_host = "localhost"
db_name = "demo"
db_user = "root"
db_user_passwd = ""
print "Config:[%s %s/%s %s] DBn"%(db_host,db_user,db_user_passwd,db_name)
if len(argv) > 2:
tableid = argv[1]
testcount = int(argv[2]) #
for test in testtables:
#每次操作前都重寫建立數據庫連接
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()
測試結果如下:
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
結論:
由此得知影響速度的主要原因是AUTOCOMMIT默認設置是打開的,我當時的程序沒有顯式調用BEGIN;開始事務,導致每插入一條都自動Commit,嚴重影響了速度。