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SSD与HDD性能对比测试

时间:2015-03-19 11:33:42      阅读:242      评论:0      收藏:0      [点我收藏+]

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准备工作

操作系统:CentOS6.4 64位

D          B:MySQL5.6.22 64位

硬        盘:SSD(Shannon Direct-IO 1.6TB)、HDD

测试工具:sysbench0.5

监控工具:zabix

一、安装sysbench 0.5

        sysbench 0.5相比0.4版本的主要变化是,oltp测试结合了lua脚本,不需要修改源码,通过自定义lua脚本就可以实现不同业务类型的测试。同时0.5相比0.4需要消耗更多的cpu资源。


下载sysbench源码包
原来官网  http://sysbench.sourceforge.net 已停用,目前sysbench代码托管在launchpad上https://launchpad.net/sysbench

更新和安装依赖包

yum -y install gcc
yum -y install libtool

安装bzr客户端

yum -y install bzr

在线获取0.5的版本,#下载到当前目录,文件名为: sysbench_0.5

bzr branch lp:sysbench_0.5
cd sysbench_0.5/

运行命令:./autogen.sh,对环境进行清理
./autogen.sh

./configure  --with-mysql-includes=/usr/local/mysqla/include/ --with-mysql-libs=/usr/local/mysqla/lib/
# with-mysql-includes 指定MySQL安装目录
# with-mysql-libs  指定MySQL lib所在目录

make && make install


如果遇到以下错误

../libtool: line 841: X--tag=CC: command not found
../libtool: line 874: libtool: ignoring unknown tag : command not found
../libtool: line 841: X--mode=link: command not found
../libtool: line 1007: *** Warning: inferring the mode of operation is deprecated.: command not found
../libtool: line 1008: *** Future versions of Libtool will require --mode=MODE be specified.: command not found
../libtool: line 2234: X-g: command not found
../libtool: line 2234: X-O2: command not found
../libtool: line 1954: X-L/usr/local/mysqla/lib/: No such file or directory
../libtool: line 2403: Xsysbench: command not found
../libtool: line 2408: X: command not found
../libtool: line 2415: Xsysbench: command not found
../libtool: line 2550: X-lmysqlclient_r: command not found
../libtool: line 2550: X-lrt: command not found
../libtool: line 2550: X-lm: command not found
../libtool: line 2632: X-L/home/sysopt/src/sysbench-0.4.12/sysbench: No such file or directory
../libtool: line 2550: X-lmysqlclient_r: command not found
../libtool: line 2550: X-lrt: command not found
../libtool: line 2550: X-lm: command not found
../libtool: line 2632: X-L/home/sysopt/src/sysbench-0.4.12/sysbench: No such file or directory
../libtool: line 2550: X-lmysqlclient_r: command not found
../libtool: line 2550: X-lrt: command not found
../libtool: line 2550: X-lm: command not found

可能原因:

1、没装依赖包libtool

2、安装的版本不对(libtool版本过旧)

3、其它原因

解决方法:

1、安装依赖包libtool

2、libtoo更新到新版本

3、用autoreconf代替autogen.sh,方法如下:

autoreconf -i
configure
make
make install

安装成功后可通过help命令查看sysbench帮助

[root@localhost src]# sysbench --help
Missing required command argument.
Usage:
  sysbench [general-options]... --test=<test-name> [test-options]... command

General options:
  --num-threads=N             number of threads to use [1]#使用线程数量
  --max-requests=N            limit for total number of requests [10000]#请求数,默认为10000
  --max-time=N                limit for total execution time in seconds [0]#执行时间,默认为0表示表示不限制
  --forced-shutdown=STRING    amount of time to wait after --max-time before forcing shutdown [off]
  --thread-stack-size=SIZE    size of stack per thread [64K]
  --tx-rate=N                 target transaction rate (tps) [0]
  --report-interval=N         periodically report intermediate statistics with a specified interval in seconds. 0 disables intermediate reports [0]#0.5的新增参数(默认值0,表示禁用该功能)在指定的时间间隔报告测试信息,<span style="font-size:12px;">不用等到运行结束时再得到反馈</span>
  --report-checkpoints=[LIST,...]dump full statistics and reset all counters at specified points in time. The argument is a list of comma-separated values representing the amount of time in seconds elapsed from start of test when report checkpoint(s) must be performed. Report checkpoints are off by default. []
  --test=STRING               test to run
  --debug=[on|off]            print more debugging info [off]
  --validate=[on|off]         perform validation checks where possible [off]
  --help=[on|off]             print help and exit
  --version=[on|off]          print version and exit [off]
  --rand-init=[on|off]        initialize random number generator [off]#初始化时生成随机的数据,默认关闭
  --rand-type=STRING          random numbers distribution {uniform,gaussian,special,pareto} [special]
  --rand-spec-iter=N          number of iterations used for numbers generation [12]
  --rand-spec-pct=N           percentage of values to be treated as 'special' (for special distribution) [1]
  --rand-spec-res=N           percentage of 'special' values to use (for special distribution) [75]
  --rand-seed=N               seed for random number generator, ignored when 0 [0]
  --rand-pareto-h=N           parameter h for pareto distibution [0.2]

Log options:
  --verbosity=N      verbosity level {5 - debug, 0 - only critical messages} [3]

  --percentile=N      percentile rank of query response times to count [95]

Compiled-in tests:测试项目
  fileio - File I/O test   #磁盘IO测试
  cpu - CPU performance test  #CPU运算性能
  memory - Memory functions speed test #内存分配及传输速度
  threads - Threads subsystem performance test #POSIX线程性能
  mutex - Mutex performance test #互斥性能测试

Commands: prepare run cleanup help version

See 'sysbench --test=<name> help' for a list of options for each test.

二、测试

1.MySQL测试

数据准备

[root@localhost sysbench_0.5]# sysbench --mysql-db=sbtest --num-threads=24 --mysql-engine-trx=yes --mysql-table-engine=innodb --rand-type=special --mysql-host=localhost --mysql-port=3307 --mysql-user=root --mysql-password= --mysql-socket=/data1/lib/mysql/mysql.sock --test=sysbench/tests/db/oltp.lua --oltp_tables_count=50 --oltp-table-size=10000000 --rand-init=on prepare

参数说明:
--mysql-db:指定在哪个数据库创建测试表,默认为sbtest库,需要提前创建好
--num-threads:使用多线程创建多表,节省准备时间
--mysql-engine-trx=yes 支持事务
--mysql-table-engine:指定存储引擎,如myisam,innodb,heap,ndbcluster,bdb,maria,falcon,pbxt 默认InnoDB
--test=tests/db/oltp.lua 表示调用 tests/db/oltp.lua 脚本进行 oltp 模式测试
--oltp_tables_count=10 表示会生成 10 个测试表
--oltp-table-size=1000000 表示每个测试表填充数据量为 1000000

--db-driver:指定驱动,默认为Mysql
--rand-init=on 表示每个测试表都是用随机数据来填充的

#使用1000个线程开始测试,读写模式。
模拟 对50个表并发OLTP测试,每个表1000万行记录,持续压测时间为 1小时
[root@localhost sysbench_0.5]# sysbench --mysql-engine-trx=yes --mysql-table-engine=innodb --mysql-host=localhost --mysql-port=3307 --mysql-user=root --mysql-password= --mysql-socket=/data1/lib/mysql/mysql.sock --test=sysbench/tests/db/oltp.lua --oltp_tables_count=50 --oltp-table-size=100000000 --num-threads=1000 --oltp-read-only=off --report-interval=10 --rand-type=uniform --max-time=3600 --max-requests=0 --percentile=95 run >>/data1/sysbench-rw.txt

参数说明
--oltp-read-only=off 表示不要进行只读测试,也就是会采用读写混合模式测试
--report-interval=10 表示每10秒输出一次测试进度报告
--rand-type=uniform:数据分布模式,special表示存在热点数据,uniform表示非热点数据模式: uniform(固定),gaussian(高斯),special(特定的),pareto(帕累托)
--max-time=3600 表示最大执行时长为 3600秒
--max-requests=0 表示总请求数为 0,因为上面已经定义了总执行时长,所以总请求数可以设定为 0;也可以只设定总请求数,不设定最大执行时长
--percentile=95 表示设定采样比例,默认是 95%,即丢弃5%的长请求,在剩余的95%里取最大值

可选参数:
--oltp-point-selects:在一个事务里面Point select的数量,默认为10
--oltp-range-size:range查询的范围大小,默认100,应该小于oltp-table-size
--oltp-simple-ranges:在一个事务里面简单range查询的数量,默认1
--oltp-sum-ranges:在一个事务里面SUM range查询的数量,默认1
--oltp-order-ranges:在一个事务里面ORDER range查询的数量,默认1
--oltp-distinct-ranges:在一个事务里面DISTINCT range查询的数量,默认1

注意:我这里将测试中输出信息存放到一个文本文件里,便于用监控展示成图标形式,这样更直观

监控结果:

SSD-IO

 技术分享

HDD-IO

技术分享

SSD-TPS

技术分享

HDD-TPS

技术分享

SSD-writes

技术分享

HDD-Writes

技术分享

SSD-reads

技术分享

HDD-Reads

技术分享

SSD-Response-time

技术分享

HDD-Response_time

技术分享

SSD-errors

技术分享

HDD-Errors

 技术分享

 结论:(监控参数相同的情况下--oltp_tables_count=50 --oltp-table-size=100000000 --num-threads=1000 --oltp-read-only=off --rand-type=uniform )

TPS:MySQL在SSD上运行是在HDD上运行的5.63倍

writes:MySQL在SSD上运行是在HDD上运行的5.58倍

reads:MySQL在SSD上运行是在HDD上运行的5.55倍

Response_time:MySQL在SSD上运行比在HDD上运行响应时间快44.45倍

Errors:MySQL在SSD上运行是在HDD上运行错误率低83.5倍


IO测试(这里就不再上图了)

数据准备(创建70G文件)注意:文件大小需要大于内存大小

sysbench --test=fileio --file-total-size=70G --file-test-mode=rndrw --init-rng=on --max-time=300 --max-requests=0 prepare

测试阶段

sysbench --test=fileio --file-total-size=70G --file-test-mode=rndrw --init-rng=on --max-time=300 --max-requests=0 run

清楚测试数据

sysbench --test=fileio --file-total-size=70G --file-test-mode=rndrw --init-rng=on --max-time=300 --max-requests=0 clean

随机读写混合

SSD

Operations performed:  1789098 reads, 1192732 writes, 3816704 Other= 6798534 Total

Read 27.299Gb  Written 18.2Gb  Total transferred 45.499Gb  (155.3Mb/sec)

 9939.43 Requests/sec executed

 

General statistics:

   total time:                         300.0001s

   total number of events:             2981830

   total time taken by event execution: 214.9376s

   response time:

        min:                                 0.00ms

        avg:                                 0.07ms

        max:                                 7.26ms

        approx.  95 percentile:               0.23ms

 

Threads fairness:

   events (avg/stddev):          2981830.0000/0.00

   execution time (avg/stddev):  214.9376/0.00

 

HDD

Operations performed:  85851 reads, 57234 writes, 183040 Other =326125 Total

Read 1.31Gb Written 894.28Mb  Totaltransferred 2.1833Gb  (7.4523Mb/sec)

 476.95 Requests/sec executed

 

General statistics:

   total time:                          300.0024s

   total number of events:             143085

   total time taken by event execution: 291.8164s

   response time:

        min:                                 0.01ms

        avg:                                 2.04ms

        max:                               170.33ms

        approx.  95 percentile:               5.22ms

 

Threads fairness:

   events (avg/stddev):          143085.0000/0.00

   execution time (avg/stddev):  291.8164/0.00

 

随机写

SSD

Operations performed:  0 reads, 10441500 writes, 13365074 Other =23806574 Total

Read 0b Written 159.32Gb  Totaltransferred 159.32Gb  (271.91Mb/sec)

17402.24 Requests/sec executed

 

General statistics:

   total time:                         600.0090s

   total number of events:             10441500

   total time taken by event execution: 168.8168s

   response time:

        min:                                 0.00ms

        avg:                                 0.02ms

        max:                                  0.71ms

        approx.  95 percentile:               0.02ms

 

Threads fairness:

   events (avg/stddev):          10441500.0000/0.00

execution time(avg/stddev):   168.8168/0.00

 

HDD

Operationsperformed:  0 reads, 427200 writes,546689 Other = 973889 Total

Read 0b  Written 6.5186Gb  Total transferred 6.5186Gb  (11.125Mb/sec)

  712.00 Requests/sec executed

 

Generalstatistics:

    total time:                          600.0002s

    total number of events:              427200

    total time taken by event execution:10.5053s

    response time:

         min:                                  0.01ms

         avg:                                  0.02ms

         max:                                 29.30ms

         approx.  95 percentile:               0.03ms

 

Threadsfairness:

    events (avg/stddev):           427200.0000/0.00

    execution time (avg/stddev):   10.5053/0.00

 

随机读

SSD

Operationsperformed:  3898994 reads, 0 writes, 0Other = 3898994 Total

Read59.494Gb  Written 0b  Total transferred 59.494Gb  (203.07Mb/sec)

12996.64Requests/sec executed

 

Generalstatistics:

    total time:                          300.0001s

    total number of events:              3898994

    total time taken by event execution:294.7603s

    response time:

         min:                                  0.00ms

         avg:                                  0.08ms

         max:                                 30.09ms

         approx.  95 percentile:               0.24ms

 

Threadsfairness:

    events (avg/stddev):           3898994.0000/0.00

    execution time (avg/stddev):   294.7603/0.00

 

HDD

Operationsperformed:  131643 reads, 0 writes, 0Other = 131643 Total

Read2.0087Gb  Written 0b  Total transferred 2.0087Gb  (6.8564Mb/sec)

  438.81 Requests/sec executed

 

Generalstatistics:

    total time:                          300.0014s

    total number of events:              131643

    total time taken by event execution:299.7703s

    response time:

         min:                                  0.00ms

         avg:                                  2.28ms

         max:                                121.94ms

         approx.  95 percentile:               5.34ms

 

Threadsfairness:

    events (avg/stddev):           131643.0000/0.00

    execution time (avg/stddev):   299.7703/0.00

结论:

SSD随机读写IO处理能力是HDD随机读写IO处理能力的20倍

 

 

 

 

 

 

 

 


 

SSD与HDD性能对比测试

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原文地址:http://blog.csdn.net/dbaxiaosa/article/details/44217447

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