草帽路飞UU 发表于 2022-8-31 16:33:10

【精】性能测试步骤与结果分析(压力 / 负载测试)之Jmeter

一、前言
1、负载:模拟业务操作对服务器造成压力的过程,比如模拟100个用户进行发帖

在一定软硬件环境下,通过不断加大负载(不同虚拟用户量)来确定在满足性能指标情况下能够承受的最大用户数

简单说,可以帮我们对系统进行定容 定量,找出系统性能的拐点,给予生产环境规划建议。这里的性能指标包括TPS (每秒事务数)、RT(事务平均响应时间)、CPU Using(CPU利用率)、Mem Using(内存使用情况)等软硬件指标

从操作层面来说,负载测试也是一种性 能测试手段,比如下面的配置测试就需要变换不同的负载来进行测试

2、压力、强度测试:
在一定软硬件环境下,通过高负载的手段来使服务器资源(强调服务器资源, 硬件资源)处于极限状态,测试系统在极限状态下长时间运行是否稳定,确定是 否稳定的指标包括TPS、RT、CPU Using、Mem Using等

二、负载、压力、可靠性(非常重要)
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
三、压力测试实战1、线程组设置,这里的线程数与同步定时器的用户数量一样

2、添加HTTP cookie管理器

3、默认请求值

4、添加一个事务控制器,可以当作一个业务

5、在事务控制器下添加,同步定时器
设置用户数量,这里与线程组的线程数一样,超时时间可设置

6、添加脚本(http请求)

7、添加查看结果树

8、添加jp@gc - PerfMon Metrics Collector进行监控CPU、Memory、Disks I/O、Network I/O等。添加处:添加->监听器

9、在最后添加一个聚合报告,添加处:添加->监听器

四、负载测试实战
1、线程组的设置50个用户(持续时间:按秒计算,这里300=60*5,意思就是运行时长为5分钟)

2、添加HTTP cookie管理器

3、默认请求值

4、添加一个事务控制器,可以当作一个业务

5、在事务控制器下添加,高斯随机定时器
总的延时 = 固定延迟时间 + 高斯随机生成的偏差值(说明:单位都是毫秒,固定延迟300ms,偏差100ms,意思是时间延迟300-400ms之间)

6、添加脚本(http请求)

7、添加jp@gc - PerfMon Metrics Collector进行监控CPU、Memory、Disks I/O、Network I/O等。添加处:添加->监听器

8、在最后添加一个聚合报告,添加处:添加->监听器

五、资源监控聚合报告、jmeter监控服务器资源
1、Windows自带的资源监工具5个主要指标:1.CPU使用率2.队列长度3.可用内度4.硬盘读写时间5.网络带宽
2、Jmeter里面的第三方监理插件Perfmon插件
3、Linux资源监控1.CPU:top (在命令行输入)或more /proc/cpuinfo2.内存:


free -m


vmstat 刷新频率
例如:


vmstat 15   
(说明:15秒刷新频率)

3.硬盘大小:

df -m
fdisk -l


注意:
1.Error错误率
2.看CPU、内存
3.看聚合报告里面的请求时间











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