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我们知道压力测试的软件确实很多,诸如微软的 WAST,惠普的 LoadRunner 以及等等其他的,但这些软件学习起来还是需要花费些时间,在选择上实在头痛,后来在郭欣的那本《构建高性能 Web 站点》【PDF 下载 http://www.linuxidc.com/Linux/2015-02/113430.htm】上看到了他介绍的这款 Apache 自带的压力测试工具 AB,十分喜爱,于是今天终于有机会体验下 ab 对网站的压力测试。
实验之前我的 apache 已经安装了,操作系统:Ubuntu 10.04 VMware 7.0
1、先查看一下版本信息 ab -V(注意是大写的 V)
01.linuxidc@linuxidc:~$ ab -V
02.This is ApacheBench, Version 2.3 <$Revision: 655654 $>
03.Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
04.Licensed to The Apache Software Foundation, http://www.apache.org/
2、我们也可以使用小写的 v 查看下 ab 命令的一些属性 ab -v
01.linuxidc@linuxidc:~$ ab -v
02.ab: option requires an argument — v
03.ab: wrong number of arguments
04.Usage: ab [options] [http[s]://]hostname[:port]/path
05.Options are:
06. -n requests Number of requests to perform
07. -c concurrency Number of multiple requests to make
08. -t timelimit Seconds to max. wait for responses
09. -b windowsize Size of TCP send/receive buffer, in bytes
10. -p postfile File containing data to POST. Remember also to set -T
11. -u putfile File containing data to PUT. Remember also to set -T
12. -T content-type Content-type header for POSTing, eg.
13. ‘application/x-www-form-urlencoded’
14. Default is ‘text/plain’
15. -v verbosity How much troubleshooting info to print
16. -w Print out results in HTML tables
17. -i Use HEAD instead of GET
18. -x attributes String to insert as table attributes
19. -y attributes String to insert as tr attributes
20. -z attributes String to insert as td or th attributes
21. -C attribute Add cookie, eg. ‘Apache=1234. (repeatable)
22. -H attribute Add Arbitrary header line, eg. ‘Accept-Encoding: gzip’
23. Inserted after all normal header lines. (repeatable)
24. -A attribute Add Basic WWW Authentication, the attributes
25. are a colon separated username and password.
26. -P attribute Add Basic Proxy Authentication, the attributes
27. are a colon separated username and password.
28. -X proxy:port Proxyserver and port number to use
29. -V Print version number and exit
30. -k Use HTTP KeepAlive feature
31. -d Do not show percentiles served table.
32. -S Do not show confidence estimators and warnings.
33. -g filename Output collected data to gnuplot format file.
34. -e filename Output CSV file with percentages served
35. -r Don’t exit on socket receive errors.
36. -h Display usage information (this message)
37. -Z ciphersuite Specify SSL/TLS cipher suite (See openssl ciphers)
38. -f protocol Specify SSL/TLS protocol (SSL2, SSL3, TLS1, or ALL)
3、现在我们就对 88181 的网站进行一次压力测试吧,使用命令 ab -n1000 -c10 http://www.88181.com/index.php,其中 -n1000 表示总请求数 -c10 表示并发用户数为 10 http://www.88181.com/index.php 表示请求的 URL,下面是测试的结果,其中我们最关心的三个指标,我已经注释出来了。
01.linuxidc@linuxidc:~$ ab -n1000 -c10 http://www.88181.com/index.php
02.This is ApacheBench, Version 2.3 <$Revision: 655654 $>
03.Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
04.Licensed to The Apache Software Foundation, http://www.apache.org/
05.
06.
07.Benchmarking www.88181.com (be patient)
08.Completed 100 requests
09.Completed 200 requests
10.Completed 300 requests
11.Completed 400 requests
12.Completed 500 requests
13.Completed 600 requests
14.Completed 700 requests
15.Completed 800 requests
16.Completed 900 requests
17.Completed 1000 requests
18.Finished 1000 requests
19.
20. /*WEB 服务器用的是 nginx*/
21.Server Software: nginx
22.Server Hostname: www.88181.com
23.Server Port: 80
24.
25.Document Path: /index.php
26.Document Length: 154 bytes
27.
28.Concurrency Level: 10
29.Time taken for tests: 74.373 seconds
30.Complete requests: 1000
31.Failed requests: 0
32.Write errors: 0
33.Non-2xx responses: 1000
34.Total transferred: 330000 bytes
35.HTML transferred: 154000 bytes
36./* 大家最关心的指标之一,指的是吞吐率
37. 相当于 LR 中的 每秒事务数,后面括号中的 mean 表示这是一个平均值 */
38.Requests per second: 13.45 [#/sec] (mean)
39./* 大家最关心的指标之二,指的是用户平均请求等待时间
40. 相当于 LR 中的 平均事务响应时间,后面括号中的 mean 表示这是一个平均值 */
41.Time per request: 743.726 [ms] (mean)
42./* 大家最关心的指标之三,指的是服务器平均请求处理时间
43.Time per request: 74.373 [ms] (mean, across all concurrent requests)
44.Transfer rate: 4.33 [Kbytes/sec] received
45.
46.Connection Times (ms)
47. min mean[+/-sd] median max
48.Connect: 129 163 245.3 145 3154
49.Processing: 129 576 1510.8 147 11756
50.Waiting: 129 567 1502.0 147 11756
51.Total: 261 739 1543.7 294 11888
52.
53.Percentage of the requests served within a certain time (ms)
54. 50% 294
55. 66% 297
56. 75% 304
57. 80% 308
58. 90% 1290
59. 95% 3452
60. 98% 7582
61. 99% 7962
62. 100% 11888 (longest request)
4、为了使结果更有对比性,我们将并发用户更改为 100 个进行压力测试,我这里只将三个指标贴出来。
01.Requests per second: 190.95 [#/sec] (mean)
02.Time per request: 523.694 [ms] (mean)
03.Time per request: 5.237 [ms] (mean, across all concurrent requests)
5、将并发用户改为 200 个进行测试
01.Requests per second: 186.00 [#/sec] (mean)
02.Time per request: 1149.433 [ms] (mean)
03.Time per request: 5.747 [ms] (mean, across all concurrent requests)
6、500 个并发用户时的情况
01.Requests per second: 180.99 [#/sec] (mean)
02.Time per request: 2631.662 [ms] (mean)
03.Time per request: 5.263 [ms] (mean, across all concurrent requests)
我们来分析下测试的结果,先对比下吞吐率,当并发用户的时候吞吐率最高为 190 reqs/s, 当并发用户数为 200,500 吞吐率下降了,随之用户的等待时间更是明显增加了,已经有 2s 的等待时间了。这说明性能明显下降了。当然分析这个测试结果并不是说明 88181 的网站的并发用户只能在 500 左右,因为我是在服务器负荷的情况下就行测试的,这显然不能说明问题。另外我们在生产环境下测试的时候,最好能将测试结果做成报表,这样可以非常清晰地对比出问题来,好了,我该准备下,给上面提交一份我们公司网站的测试报告了。