sysbench测试MySQL和IO性能

本文详细介绍使用Sysbench进行数据库和I/O性能测试的方法。包括安装配置、常见测试模式及参数设置等,通过具体案例展示了如何评估MySQL及不同硬件环境下的性能表现。

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为什么要测试,测什么东西?

测试的种类非常多,测试的目的也非常多,我这里主要的目的就两个

  1. 测试MySQL的极限IO
  2. 对比不同版本MySQL,不同参数, 不同硬件,不同系统对MySQL的性能影响

为什么选择sysbench

  1. 因为MySQL官方的测试就是用sysbench哦
  2. 尽量选择最新版本的sysbench哦,大于0.4版本的sysbench有实时显示功能

如何下载sysbench

http://github.com/akopytov/sysbench

文档在哪里

http://github.com/akopytov/sysbench

如何安装

* 基本步骤
cd sysbench- 1.0;
./autogen.sh;
./configure — with-mysql-includes=/usr/local/mysql/include — with-mysql-libs=/usr/local/mysql/ lib/;
make;
make install;
* 过程中可能会遇到的故障
sysbench: error while loading shared libraries: libmysqlclient.so .20: cannot open shared object file: No such file or directory
* 解决方案
export LD_LIBRARY_PATH=/usr/local/mysql/ lib/;
* 测试是否安装成功
shell> sysbench –version
sysbench 1.0

介绍sysbench的核心用法

  1. 它可以用来测试很多东西,测试io,cpu,mem,mysql,oracle,pg等等。
  2. 这里主要介绍我关心的两个,IO & MySQL
  3. 以下前半部分是0.4版本的用法,0.4以上的版本用法不一样,会注明。

一、通用语法

sysbench [common- options] –test=name [test- options] command
  • command
* prepare
准备阶段,也就是装载数据。
filo test 中: 就是创建指定大小的文件
oltp test 中: 就是创建指定大小的表
* run
实际测试阶段
* cleanup
收尾阶段,清除之前测试的数据。
  • common-options

只介绍常用的选项

选项描述默认值
—num-threads多少个线程1
—max-requests多少个请求,0意味着无限制1000
—max-time测试多长时间,0意味着无限制0
—test测试什么模块必须要求
—report-interval阶段性的汇报测试统计信息,0.4以上版本新增
  • —test=fileio 模块的选项

提前注明:—file-test-mode

* seqwr
sequential  write
* seqrewr
sequential rewrite
* seqrd
sequential  read
* rndrd
random  read
* rndwr
random  write
* rndrw
combined  random  read/ write
  • test option for fileio
选项描述默认值
—file-num创建文件的数量128
—file-block-sizeIO操作的大小16k
—file-total-size所有文件的总大小2G
—file-test-modeseqwr,seqrewr, seqrd, rndrd, rndwr, rndwr(上面已经介绍)必须
—file-io-modei/O 模式,sync, async, fastmmap, slowmmapsync
—file-extra-flags以额外的标记(O_SYNC,O_DSYNC,O_DIRECT)打开
—file-fsync-freq多少请求后使用fsync100
—file-fsync-all每次写IO都必须fsyncno
—file-fsync-mode用什么样的模式来同步文件fsync, fdatasync (see above)fsync
—file-rw-ratio随机读写请求的比例1.5

举例:

$ sysbench num threads=16 test=fileio file total size=3G file test mode=rndrw prepare
$ sysbench num threads=16 test=fileio file total size=3G file test mode=rndrw run
$ sysbench num threads=16 test=fileio file total size=3G file test mode=rndrw cleanup

OLTP-MySQL

此模式用于测试真实数据库性能。在prepare阶段创建表,sbtest默认

CREATE TABLE `sbtest` (
`id` int( 10) unsigned NOT NULL auto_increment,
`k` int( 10) unsigned NOT NULL default ‘0’,
`c` char( 120) NOT NULL default ,
`pad` char( 60) NOT NULL default ,
PRIMARY KEY ( `id`),
KEY `k` ( `k`));

在run阶段

  • simple模式
 
SELECT c FROM sbtest WHERE id=N
  • Point queries
 
SELECT c FROM sbtest WHERE id=N
  • Range queries:
 
SELECT c FROM sbtest WHERE id BETWEEN N AND M
  • Range SUM() queries
 
SELECT SUM(K) FROM sbtest WHERE id BETWEEN N and M
  • Range ORDER BY queries
 
SELECT c FROM sbtest WHERE id between N and M ORDER BY c
  • Range DISTINCT queries
 
SELECT DISTINCT c FROM sbtest WHERE id BETWEEN N and M ORDER BY c
  • UPDATEs on index column
 
UPDATE sbtest SET k=k+1 WHERE id=N
  • UPDATEs on non-index column:
 
UPDATE sbtest SET c=N WHERE id=M
  • DELETE queries
 
DELETE FROM sbtest WHERE id=N
  • INSERT queries
 
INSERT INTO sbtest VALUES ( )
  • oltp test模式通用参数
选项描述默认值
—oltp-table-name表的名字sbtest
—oltp-table-size表的行数10000
—oltp-tables-count表的个数1
—oltp-dist-type热点数据分布{uniform(均匀分布),Gaussian(高斯分布),special(空间分布)}。默认是specialspecial
—oltp-dist-pctspecial:热点数据产生的比例1
—oltp-dist-resspecial:热点数据的访问频率75
—oltp-test-modesimple,complex(以上介绍)complex
—oltp-read-only只有select 请求off
—oltp-skip-trx不用事务off
—oltp-point-selects一个事务中简单select查询数量10
—oltp-simple-ranges一个事务中简单range查询的数量1
—oltp-sum-rangessum range的数量1
—oltp-order=rangesorder range的数量1
  • mysql test 参数
–mysql-host=[LIST, ] MySQL server host [localhost]
–mysql-port=[LIST, ] MySQL server port [ 3306]
–mysql-socket=[LIST, ] MySQL socket
–mysql-user=STRING MySQL user [sbtest]
–mysql-password=STRING MySQL password []
–mysql-db=STRING MySQL database name [sbtest]
–mysql-table-engine=STRING storage engine to use for the test table {myisam,innodb,bdb,heap,ndbcluster,federated} [innodb]
–mysql-engine-trx=STRING whether storage engine used is transactional or not {yes,no,auto} [auto]
–mysql-ssl=[on|off] use SSL connections, if available in the client library [off]
–mysql-ssl-cipher=STRING use specific cipher for SSL connections []
–mysql-compression=[on|off] use compression, if available in the client library [off]
–myisam-max-rows=N max-rows parameter for MyISAM tables [ 1000000]
–mysql-debug=[on|off] dump all client library calls [off]
–mysql-ignore-errors=[LIST, ]list of errors to ignore, or “all” [ 1213, 1020, 1205]
–mysql-dry-run=[on|off] Dry run, pretent that all MySQL client API calls are successful without executing them [off]

以上0.4版本的语法介绍完毕。

接下来是大于0.4版本的新语法,尤其是—test=oltp模块

用—test=xx.lua (完整路径来传递)来代替

FileIO实战

磁盘:S3610 * 6 raid10, 内存128G
测试出相关场景下的极限IOPS

  • 随机读写(3:2 oltp场景)
sysbench num threads=16 report interval=3 max requests=0 max time=300 test=fileio file num=200 file total size=200G file test mode=rndrw file block size=16384 file extra flags=direct run

fileio_oltp_32

  • 随机读写(5:1 oltp场景)
sysbench num threads=16 report interval=3 max requests=0 max time=300 test=fileio file num=200 file total size=200G file test mode=rndrw file block size=16384 file extra flags=direct file rw ratio=5 run

fileio_oltp_51

  • 随机写
sysbench num threads=16 report interval=3 max requests=0 max time=300 test=fileio file num=200 file total size=200G file test mode=rndwr file block size=16384 file extra flags=direct run

fileio_rndwr

  • 随机读
sysbench num threads=16 report interval=3 max requests=0 max time=300 test=fileio file num=200 file total size=200G file test mode=rndrd file block size=16384 file extra flags=direct run

fileio_rndrd

MySQL5.6 vs MySQL5.7 测试

磁盘:S3610 * 6 raid10, 内存128G

  • Point select
* 产生数据
sysbench num threads=128 report interval=3 max requests=0 max time=300 test=/root/sysbench 1 . 0/sysbench/tests/db/select . lua mysql table engine=innodb oltp table size=50000000 mysql user=sysbench mysql password=sysbench oltp tables count=2 mysql host=xx mysql port=3306 prepare
* 执行
sysbench num threads=128 report interval=3 max requests=0 max time=300 test=/root/sysbench 1 . 0/sysbench/tests/db/select . lua mysql table engine=innodb oltp table size=50000000 mysql user=sysbench mysql password=sysbench oltp tables count=2 mysql host=xx mysql port=3306 run

select_sysbench

  • Point oltp

* 产生数据

sysbench numthreads=128 reportinterval=3 maxrequests=0 maxtime=300 test=/root/sysbench1.0/sysbench/tests/db/oltp.lua mysqltableengine=innodb oltptablesize=50000000 mysqluser=sysbench mysqlpassword=sysbench oltptablescount=2 mysqlhost=xx mysqlport=3306 prepare

* 执行

sysbench numthreads=128 reportinterval=3 maxrequests=0 maxtime=300 test=/root/sysbench1.0/sysbench/tests/db/oltp.lua mysqltableengine=innodb oltptablesize=50000000 mysqluser=sysbench mysqlpassword=sysbench oltptablescount=2 mysqlhost=xx mysqlport=3306 run

oltp_sysbench

结论

  1. 在性能方面,虽然官方号称5.7性能比5.6快3倍,但是在实际测试中5.7比5.6却稍微差一点点
  2. 是否会选择5.7生产环境?当然,因为5.7的新特性太诱人了

参考:

https://www.percona.com/blog/2016/04/07/mysql-5-7-sysbench-oltp-read-results-really-faster/
http://dimitrik.free.fr/blog/archives/2013/09/mysql-performance-reaching-500k-qps-with-mysql-57.html
https://github.com/akopytov/sysbench
http://www.mysql.com/why-mysql/benchmarks/

 

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