简单使用ab命令压力测试
1. 最基本的关心两个选项 -c -n
例: ./ab -c 100 -n 10000 http://127.0.0.1/index.php
-c 100 即:每次并发100个
-n 10000 即: 共发送10000个请求
需了解几个关于压力测试的概念
-
吞吐率(Requests per second)
概念:服务器并发处理能力的量化描述,单位是reqs/s,指的是某个并发用户数下单位时间内处理的请求数。某个并发用户数下单位时间内能处理的最大请求数,称之为最大吞吐率。
计算公式:总请求数 / 处理完成这些请求数所花费的时间,即
Request per second = Complete requests / Time taken for tests -
并发连接数(The number of concurrent connections)
概念:某个时刻服务器所接受的请求数目,简单的讲,就是一个会话。 -
并发用户数(The number of concurrent users,Concurrency Level)
概念:要注意区分这个概念和并发连接数之间的区别,一个用户可能同时会产生多个会话,也即连接数。 -
用户平均请求等待时间(Time per request)
计算公式:处理完成所有请求数所花费的时间/ (总请求数 / 并发用户数),即
Time per request = Time taken for tests /( Complete requests / Concurrency Level) -
服务器平均请求等待时间(Time per request: across all concurrent requests)
计算公式:处理完成所有请求数所花费的时间 / 总请求数,即
Time taken for / testsComplete requests
可以看到,它是吞吐率的倒数。
同时,它也=用户平均请求等待时间/并发用户数,即
Time per request / Concurrency Level
Usage: ab [options] [http[s]://]hostname[:port]/path Options are: -n requests Number of requests to perform //请求链接数 -c concurrency Number of multiple requests to make at a time //表示并发数 -t timelimit Seconds to max. to spend on benchmarking This implies -n 50000 -s timeout Seconds to max. wait for each response Default is 30 seconds -b windowsize Size of TCP send/receive buffer, in bytes -B address Address to bind to when making outgoing connections -p postfile File containing data to POST. Remember also to set -T -u putfile File containing data to PUT. Remember also to set -T -T content-type Content-type header to use for POST/PUT data, eg. 'application/x-www-form-urlencoded' Default is 'text/plain' -v verbosity How much troubleshooting info to print -w Print out results in HTML tables -i Use HEAD instead of GET -x attributes String to insert as table attributes -y attributes String to insert as tr attributes -z attributes String to insert as td or th attributes -C attribute Add cookie, eg. 'Apache=1234'. (repeatable) -H attribute Add Arbitrary header line, eg. 'Accept-Encoding: gzip' Inserted after all normal header lines. (repeatable) -A attribute Add Basic WWW Authentication, the attributes are a colon separated username and password. -P attribute Add Basic Proxy Authentication, the attributes are a colon separated username and password. -X proxy:port Proxyserver and port number to use -V Print version number and exit -k Use HTTP KeepAlive feature -d Do not show percentiles served table. -S Do not show confidence estimators and warnings. -q Do not show progress when doing more than 150 requests -l Accept variable document length (use this for dynamic pages) -g filename Output collected data to gnuplot format file. -e filename Output CSV file with percentages served -r Don't exit on socket receive errors. -h Display usage information (this message) -Z ciphersuite Specify SSL/TLS cipher suite (See openssl ciphers) -f protocol Specify SSL/TLS protocol (SSL3, TLS1, TLS1.1, TLS1.2 or ALL)
示例详解
Concurrency Level: 100 //并发请求数 Time taken for tests: 50.872 seconds //整个测试持续的时间 Complete requests: 1000 //完成的请求数 Failed requests: 0 //失败的请求数 Total transferred: 13701482 bytes //整个场景中的网络传输量 HTML transferred: 13197000 bytes //整个场景中的HTML内容传输量 Requests per second: 19.66 [#/sec] (mean) //吞吐率,大家最关心的指标之一,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 Time per request: 5087.180 [ms] (mean) //用户平均请求等待时间,大家最关心的指标之二,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 Time per request: 50.872 [ms] (mean, across all concurrent requests) //服务器平均请求处理时间,大家最关心的指标之三 Transfer rate: 263.02 [Kbytes/sec] received //平均每秒网络上的流量,可以帮助排除是否存在网络流量过大导致响应时间延长的问题