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社区首页 >专栏 >「性能系列」使用JMeter极限压测Webman框架性能

「性能系列」使用JMeter极限压测Webman框架性能

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Tinywan
发布于 2023-11-08 11:23:21
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发布于 2023-11-08 11:23:21
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文章被收录于专栏：开源技术小栈

介绍

本文将介绍如何使用Apache JMeter（JMeter）工具对Webman框架进行极限压测，以评估其性能。JMeter是一个广泛使用的开源负载测试工具，可用于模拟高并发请求并评估系统的响应能力。通过使用JMeter进行极限压测，我们可以深入了解Webman框架在高负载条件下的性能表现。

ECS 配置

代码语言：javascript
复制
2 vCPU 8 GiB （I/O优化）
ecs.g7.large   100Mbps （峰值）

压测场景

Windows 环境

在Windows环境下测试，并发数过大，整个主机直接崩掉.

  1. Intel(R) Core(TM) i5-8400 CPU @ 2.80GHz 2.81 GHz
  2. 64 位操作系统 24.0 GB

Linux 环境

依赖说明

在Linux系统中运行JMeter脚本，需要有两个前提：

  1. Linux系统中配置好Java环境
  2. Linux系统中配置好JMeter环境。（因为JMeter的运行需要Java环境）
环境说明

Java版本

代码语言：javascript
复制
java -version
openjdk version "17.0.3" 2022-04-19
OpenJDK Runtime Environment (build 17.0.3+7-Ubuntu-0ubuntu0.20.04.1)
OpenJDK 64-Bit Server VM (build 17.0.3+7-Ubuntu-0ubuntu0.20.04.1, mixed mode, sharing)

Linux操作系统

代码语言：javascript
复制
Ubuntu 20.04.4 LTS
安装JMeter

「下载JMeter」

下载地址：http://jmeter.apache.org/download_jmeter.cgi

压测

编写JMeter脚本

「tinywan.jmx 脚本」

代码语言：javascript
复制
<?xml version="1.0" encoding="UTF-8"?>
<jmeterTestPlan version="1.2" properties="5.0" jmeter="5.4.1">
  <hashTree>
    <TestPlan guiclass="TestPlanGui" testclass="TestPlan" testname="测试计划" enabled="true">
      <stringProp name="TestPlan.comments"></stringProp>
      <boolProp name="TestPlan.functional_mode">false</boolProp>
      <boolProp name="TestPlan.tearDown_on_shutdown">true</boolProp>
      <boolProp name="TestPlan.serialize_threadgroups">false</boolProp>
      <elementProp name="TestPlan.user_defined_variables" elementType="Arguments" guiclass="ArgumentsPanel" testclass="Arguments" testname="用户定义的变量" enabled="true">
        <collectionProp name="Arguments.arguments"/>
      </elementProp>
      <stringProp name="TestPlan.user_define_classpath"></stringProp>
    </TestPlan>
    <hashTree>
      <ThreadGroup guiclass="ThreadGroupGui" testclass="ThreadGroup" testname="线程组" enabled="true">
        <stringProp name="ThreadGroup.on_sample_error">continue</stringProp>
        <elementProp name="ThreadGroup.main_controller" elementType="LoopController" guiclass="LoopControlPanel" testclass="LoopController" testname="循环控制器" enabled="true">
          <boolProp name="LoopController.continue_forever">false</boolProp>
          <intProp name="LoopController.loops">-1</intProp>
        </elementProp>
        <stringProp name="ThreadGroup.num_threads">28000</stringProp>
        <stringProp name="ThreadGroup.ramp_time">10</stringProp>
        <boolProp name="ThreadGroup.scheduler">true</boolProp>
        <stringProp name="ThreadGroup.duration">60</stringProp>
        <stringProp name="ThreadGroup.delay"></stringProp>
        <boolProp name="ThreadGroup.same_user_on_next_iteration">true</boolProp>
      </ThreadGroup>
      <hashTree>
        <CriticalSectionController guiclass="CriticalSectionControllerGui" testclass="CriticalSectionController" testname="临界部分控制器" enabled="false">
          <stringProp name="CriticalSectionController.lockName">global_lock</stringProp>
        </CriticalSectionController>
        <hashTree/>
        <ResultCollector guiclass="ViewResultsFullVisualizer" testclass="ResultCollector" testname="察看结果树" enabled="true">
          <boolProp name="ResultCollector.error_logging">false</boolProp>
          <objProp>
            <name>saveConfig</name>
            <value class="SampleSaveConfiguration">
              <time>true</time>
              <latency>true</latency>
              <timestamp>true</timestamp>
              <success>true</success>
              <label>true</label>
              <code>true</code>
              <message>true</message>
              <threadName>true</threadName>
              <dataType>true</dataType>
              <encoding>false</encoding>
              <assertions>true</assertions>
              <subresults>true</subresults>
              <responseData>false</responseData>
              <samplerData>false</samplerData>
              <xml>false</xml>
              <fieldNames>true</fieldNames>
              <responseHeaders>false</responseHeaders>
              <requestHeaders>false</requestHeaders>
              <responseDataOnError>false</responseDataOnError>
              <saveAssertionResultsFailureMessage>true</saveAssertionResultsFailureMessage>
              <assertionsResultsToSave>0</assertionsResultsToSave>
              <bytes>true</bytes>
              <sentBytes>true</sentBytes>
              <url>true</url>
              <threadCounts>true</threadCounts>
              <idleTime>true</idleTime>
              <connectTime>true</connectTime>
            </value>
          </objProp>
          <stringProp name="filename"></stringProp>
        </ResultCollector>
        <hashTree/>
        <HTTPSamplerProxy guiclass="HttpTestSampleGui" testclass="HTTPSamplerProxy" testname="1-频道详情" enabled="true">
          <elementProp name="HTTPsampler.Arguments" elementType="Arguments" guiclass="HTTPArgumentsPanel" testclass="Arguments" testname="用户定义的变量" enabled="true">
            <collectionProp name="Arguments.arguments">
              <elementProp name="user_id" elementType="HTTPArgument">
                <boolProp name="HTTPArgument.always_encode">false</boolProp>
                <stringProp name="Argument.value">${__Random(1000,8000,user_id)}</stringProp>
                <stringProp name="Argument.metadata">=</stringProp>
                <boolProp name="HTTPArgument.use_equals">true</boolProp>
                <stringProp name="Argument.name">user_id</stringProp>
              </elementProp>
            </collectionProp>
          </elementProp>
          <stringProp name="HTTPSampler.domain">172.30.237.66</stringProp>
          <stringProp name="HTTPSampler.port">8788</stringProp>
          <stringProp name="HTTPSampler.protocol">http</stringProp>
          <stringProp name="HTTPSampler.contentEncoding"></stringProp>
          <stringProp name="HTTPSampler.path">/channel/watch/20220023/detail</stringProp>
          <stringProp name="HTTPSampler.method">GET</stringProp>
          <boolProp name="HTTPSampler.follow_redirects">true</boolProp>
          <boolProp name="HTTPSampler.auto_redirects">false</boolProp>
          <boolProp name="HTTPSampler.use_keepalive">true</boolProp>
          <boolProp name="HTTPSampler.DO_MULTIPART_POST">false</boolProp>
          <stringProp name="HTTPSampler.embedded_url_re"></stringProp>
          <stringProp name="HTTPSampler.connect_timeout"></stringProp>
          <stringProp name="HTTPSampler.response_timeout"></stringProp>
        </HTTPSamplerProxy>
        <hashTree/>
        <HTTPSamplerProxy guiclass="HttpTestSampleGui" testclass="HTTPSamplerProxy" testname="2-白名单验证" enabled="true">
          <elementProp name="HTTPsampler.Arguments" elementType="Arguments" guiclass="HTTPArgumentsPanel" testclass="Arguments" testname="用户定义的变量" enabled="true">
            <collectionProp name="Arguments.arguments">
              <elementProp name="user_id" elementType="HTTPArgument">
                <boolProp name="HTTPArgument.always_encode">false</boolProp>
                <stringProp name="Argument.value">${__Random(1000,8000,user_id)}</stringProp>
                <stringProp name="Argument.metadata">=</stringProp>
                <boolProp name="HTTPArgument.use_equals">true</boolProp>
                <stringProp name="Argument.name">user_id</stringProp>
              </elementProp>
            </collectionProp>
          </elementProp>
          <stringProp name="HTTPSampler.domain">172.30.237.66</stringProp>
          <stringProp name="HTTPSampler.port">8788</stringProp>
          <stringProp name="HTTPSampler.protocol">http</stringProp>
          <stringProp name="HTTPSampler.contentEncoding"></stringProp>
          <stringProp name="HTTPSampler.path">/channel/watch/20220023/validate-whitelist</stringProp>
          <stringProp name="HTTPSampler.method">GET</stringProp>
          <boolProp name="HTTPSampler.follow_redirects">true</boolProp>
          <boolProp name="HTTPSampler.auto_redirects">false</boolProp>
          <boolProp name="HTTPSampler.use_keepalive">true</boolProp>
          <boolProp name="HTTPSampler.DO_MULTIPART_POST">false</boolProp>
          <stringProp name="HTTPSampler.embedded_url_re"></stringProp>
          <stringProp name="HTTPSampler.connect_timeout"></stringProp>
          <stringProp name="HTTPSampler.response_timeout"></stringProp>
        </HTTPSamplerProxy>
        <hashTree/>
        <HTTPSamplerProxy guiclass="HttpTestSampleGui" testclass="HTTPSamplerProxy" testname="3-频道详情" enabled="true">
          <elementProp name="HTTPsampler.Arguments" elementType="Arguments" guiclass="HTTPArgumentsPanel" testclass="Arguments" testname="用户定义的变量" enabled="true">
            <collectionProp name="Arguments.arguments">
              <elementProp name="user_id" elementType="HTTPArgument">
                <boolProp name="HTTPArgument.always_encode">false</boolProp>
                <stringProp name="Argument.value">${__Random(1000,8000,user_id)}</stringProp>
                <stringProp name="Argument.metadata">=</stringProp>
                <boolProp name="HTTPArgument.use_equals">true</boolProp>
                <stringProp name="Argument.name">user_id</stringProp>
              </elementProp>
            </collectionProp>
          </elementProp>
          <stringProp name="HTTPSampler.domain">172.30.237.66</stringProp>
          <stringProp name="HTTPSampler.port">8788</stringProp>
          <stringProp name="HTTPSampler.protocol">http</stringProp>
          <stringProp name="HTTPSampler.contentEncoding"></stringProp>
          <stringProp name="HTTPSampler.path">/channel/watch/20220023/detail</stringProp>
          <stringProp name="HTTPSampler.method">GET</stringProp>
          <boolProp name="HTTPSampler.follow_redirects">true</boolProp>
          <boolProp name="HTTPSampler.auto_redirects">false</boolProp>
          <boolProp name="HTTPSampler.use_keepalive">true</boolProp>
          <boolProp name="HTTPSampler.DO_MULTIPART_POST">false</boolProp>
          <stringProp name="HTTPSampler.embedded_url_re"></stringProp>
          <stringProp name="HTTPSampler.connect_timeout"></stringProp>
          <stringProp name="HTTPSampler.response_timeout"></stringProp>
        </HTTPSamplerProxy>
        <hashTree/>
        <ResultCollector guiclass="StatVisualizer" testclass="ResultCollector" testname="聚合报告" enabled="true">
          <boolProp name="ResultCollector.error_logging">false</boolProp>
          <objProp>
            <name>saveConfig</name>
            <value class="SampleSaveConfiguration">
              <time>true</time>
              <latency>true</latency>
              <timestamp>true</timestamp>
              <success>true</success>
              <label>true</label>
              <code>true</code>
              <message>true</message>
              <threadName>true</threadName>
              <dataType>true</dataType>
              <encoding>false</encoding>
              <assertions>true</assertions>
              <subresults>true</subresults>
              <responseData>false</responseData>
              <samplerData>false</samplerData>
              <xml>false</xml>
              <fieldNames>true</fieldNames>
              <responseHeaders>false</responseHeaders>
              <requestHeaders>false</requestHeaders>
              <responseDataOnError>false</responseDataOnError>
              <saveAssertionResultsFailureMessage>true</saveAssertionResultsFailureMessage>
              <assertionsResultsToSave>0</assertionsResultsToSave>
              <bytes>true</bytes>
              <sentBytes>true</sentBytes>
              <url>true</url>
              <threadCounts>true</threadCounts>
              <idleTime>true</idleTime>
              <connectTime>true</connectTime>
            </value>
          </objProp>
          <stringProp name="filename"></stringProp>
        </ResultCollector>
        <hashTree/>
      </hashTree>
    </hashTree>
  </hashTree>
</jmeterTestPlan>

脚本关键参数说明

  • -n：表示non gui mode，就是非图形化模式。
  • -t：指定JMX脚本路径，即test plan（测试计划）。后面跟需要运行的JMeter 脚本的路径和脚本名称。
  • -l：指定结果文件路径。后面跟输出结果文件路径和结果文件名称。-e：设置测试完成后生成测试报表。-e：设置测试完成后生成测试报表。-m：设置测试完成后生成测试报表。
    • 1）若没有指定指定结果文件路径，则自动创建，可以生成.csv文件或者.jtl文件。
    • 2）若只写脚本名称，则默认是在当前目录查找或创建。
  • -e：设置测试完成后生成测试报表。
  • -o：指定测试报表生成文件夹。文件夹必须为空或不存在。

压测命令

代码语言：javascript
复制
/root/apache-jmeter-5.4.1/bin/jmeter -n -t /root/tinywan.jmx -l tinywan-result.jtl
正常压测
代码语言：javascript
复制
Creating summariser <summary>
Created the tree successfully using /root/33.jmx
Starting standalone test @ Sat May 07 16:31:56 CST 2022 (1651912316484)
Waiting for possible Shutdown/StopTestNow/HeapDump/ThreadDump message on port 4445
summary +  18271 in 00:00:03 = 5247.3/s Avg:   123 Min:     3 Max:  3383 Err:     0 (0.00%) Active: 3471 Started: 3471 Finished: 0
summary + 176369 in 00:00:30 = 5879.0/s Avg:   442 Min:     7 Max: 31083 Err:     0 (0.00%) Active: 5000 Started: 5000 Finished: 0
summary = 194640 in 00:00:33 = 5813.3/s Avg:   412 Min:     3 Max: 31083 Err:     0 (0.00%)
summary + 162025 in 00:00:28 = 5703.1/s Avg:  1316 Min:     3 Max: 58295 Err:     0 (0.00%) Active: 0 Started: 5000 Finished: 5000
summary = 356665 in 00:01:02 = 5762.7/s Avg:   822 Min:     3 Max: 58295 Err:     0 (0.00%)
Tidying up ...    @ Sat May 07 16:32:58 CST 2022 (1651912378410)
... end of run
并发10000压测

「并发数超过10000，提示Java虚拟机内存异常」

代码语言：javascript
复制
Creating summariser <summary>
Created the tree successfully using /root/33.jmx
Starting standalone test @ Sat May 07 16:35:05 CST 2022 (1651912505615)
Waiting for possible Shutdown/StopTestNow/HeapDump/ThreadDump message on port 4445
summary +      1 in 00:00:00 =    5.6/s Avg:    76 Min:    76 Max:    76 Err:     0 (0.00%) Active: 189 Started: 189 Finished: 0
summary +  57074 in 00:00:24 = 2357.4/s Avg:  1096 Min:     2 Max: 11532 Err:     0 (0.00%) Active: 14671 Started: 14671 Finished: 0
summary =  57075 in 00:00:24 = 2340.1/s Avg:  1096 Min:     2 Max: 11532 Err:     0 (0.00%)
java.lang.OutOfMemoryError: Java heap space
Dumping heap to java_pid152251.hprof ...
Heap dump file created [1399681687 bytes in 2.987 secs]

Exception: java.lang.OutOfMemoryError thrown from the UncaughtExceptionHandler in thread "线程组 1-14668"

Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-9350"

Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-14684"

Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-7834"

Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-8421"

Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-8792"

Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-7965"

Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-14692"

Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-8261"
^C^C
Exception: java.lang.NoClassDefFoundError thrown from the UncaughtExceptionHandler in thread "线程组 1-9190"

翻阅官方文档 https://jmeter.apache.org/usermanual/get-started.html

启动 JMeter 时使用的 JVM 内存设置。默认值

代码语言：javascript
复制
-Xms1g -Xmx1g -XX:MaxMetaspaceSize=256m

通过设置变量 JVM_ARGS 将覆盖默认预定义的设置

代码语言：javascript
复制
JVM_ARGS="-Xms1024m -Xmx1024m" jmeter -t test.jmx [etc.]

重新改写命令，设置内存为4G

代码语言：javascript
复制
JVM_ARGS="-Xms4024m -Xmx4024m" /root/apache-jmeter-5.4.1/bin/jmeter -n -t /root/tinywan.jmx -l tinywan-result.jtl

再次运行结果（异常问题已解决）

代码语言：javascript
复制
# JVM_ARGS="-Xms4024m -Xmx4024m" /root/apache-jmeter-5.4.1/bin/jmeter -n -t /root/33.jmx -l 33-result.jtl 
Creating summariser <summary>
Created the tree successfully using /root/33.jmx
Starting standalone test @ Sat May 07 16:51:19 CST 2022 (1651913479599)
Waiting for possible Shutdown/StopTestNow/HeapDump/ThreadDump message on port 4445
summary +  52703 in 00:00:10 = 5084.7/s Avg:   228 Min:     3 Max:  9561 Err:     0 (0.00%) Active: 25654 Started: 25654 Finished: 0
summary + 169987 in 00:00:30 = 5666.2/s Avg:   549 Min:     6 Max: 39292 Err:     0 (0.00%) Active: 28000 Started: 28000 Finished: 0
summary = 222690 in 00:00:40 = 5516.9/s Avg:   473 Min:     3 Max: 39292 Err:     0 (0.00%)
summary + 165345 in 00:00:30 = 5451.9/s Avg:  9050 Min:     3 Max: 61988 Err:     0 (0.00%) Active: 3626 Started: 28000 Finished: 24374
summary = 388035 in 00:01:11 = 5489.0/s Avg:  4127 Min:     3 Max: 61988 Err:     0 (0.00%)
summary +   8713 in 00:00:01 = 7543.7/s Avg: 10948 Min:     3 Max: 60595 Err:     0 (0.00%) Active: 0 Started: 28000 Finished: 28000
summary = 396748 in 00:01:12 = 5522.0/s Avg:  4277 Min:     3 Max: 61988 Err:     0 (0.00%)
Tidying up ...    @ Sat May 07 16:52:31 CST 2022 (1651913551484)
... end of run

总结

负载均衡SLB测试

「单机QPS：3000左右」

单机测试

移除负载均衡SLB（由于https证书太垃圾了，导致证书验证老是超时问题）

「QPS最大是：28000」（server数：16个）

代码语言：javascript
复制
JVM_ARGS="-Xms4024m -Xmx4024m" /root/apache-jmeter-5.4.1/bin/jmeter -n -t /root/tinywan.jmx -l tinywan-result.jtl 
Creating summariser <summary>
Created the tree successfully using /root/33.jmx
Starting standalone test @ Sat May 07 16:51:19 CST 2022 (1651913479599)
Waiting for possible Shutdown/StopTestNow/HeapDump/ThreadDump message on port 4445
summary +  52703 in 00:00:10 = 5084.7/s Avg:   228 Min:     3 Max:  9561 Err:     0 (0.00%) Active: 25654 Started: 25654 Finished: 0
summary + 169987 in 00:00:30 = 5666.2/s Avg:   549 Min:     6 Max: 39292 Err:     0 (0.00%) Active: 28000 Started: 28000 Finished: 0
summary = 222690 in 00:00:40 = 5516.9/s Avg:   473 Min:     3 Max: 39292 Err:     0 (0.00%)
summary + 165345 in 00:00:30 = 5451.9/s Avg:  9050 Min:     3 Max: 61988 Err:     0 (0.00%) Active: 3626 Started: 28000 Finished: 24374
summary = 388035 in 00:01:11 = 5489.0/s Avg:  4127 Min:     3 Max: 61988 Err:     0 (0.00%)
summary +   8713 in 00:00:01 = 7543.7/s Avg: 10948 Min:     3 Max: 60595 Err:     0 (0.00%) Active: 0 Started: 28000 Finished: 28000
summary = 396748 in 00:01:12 = 5522.0/s Avg:  4277 Min:     3 Max: 61988 Err:     0 (0.00%)
Tidying up ...    @ Sat May 07 16:52:31 CST 2022 (1651913551484)
... end of run
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原始发表：2023-11-07，如有侵权请联系 cloudcommunity@tencent.com 删除
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目录
  • 介绍
  • ECS 配置
  • 压测场景
    • Windows 环境
      • Linux 环境
      • 压测
        • 编写JMeter脚本
          • 压测命令
          • 总结
            • 负载均衡SLB测试
              • 单机测试
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