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Jmeter ​

Apache Jmeter 5.6.3 Copyright (c) 1999-2024 The Apache Software Foundation

Apache Ant(TM) version 1.10.15 compiled on August 25 2024

1. 创建 Ant 构建脚本 ​

Details
xml
<!-- build.xml -->
<?xml version="1.0" encoding="UTF-8"?>
<project name="ant-jmeter-test" default="run" basedir=".">
    <tstamp>
        <format property="time" pattern="yyyyMMddHHmm" />
    </tstamp>
    <property name="jmeter.home" value="/Users/hefang/Documents/tools/apache-jmeter-5.6.3" />
    <property name="jmeter.result.jtl.dir" value="/Users/hefang/Documents/demo/jmtAnt/report/jtl" />
    <property name="jmeter.result.html.dir" value="/Users/hefang/Documents/demo/jmtAnt/report/html" />
    
    <target name="clean-reports">
        <!-- 删除整文件  -->
        <!-- <delete dir="${jmeter.result.jtl.dir}" />
        <mkdir dir="${jmeter.result.jtl.dir}" />
        <delete dir="${jmeter.result.html.dir}" />
        <mkdir dir="${jmeter.result.html.dir}" /> -->
        <!-- 删除特定的 .jtl 文件 -->
        <delete file="${jmeter.result.html.dir}/TestReport_latest.html" />
        <!-- 删除特定的 .html 文件 -->
        <delete file="${jmeter.result.jtl.dir}/TestReport_latest.jtl" />
    </target>

    <target name="run" depends="clean-reports,test,report">
        <echo>${jmeter.result.html.dir}</echo>
        <echo>${jmeter.result.jtl.dir}</echo>
    </target>

    <!-- 生成的报告的前缀-->
    <property name="ReportName" value="TestReport" />
    <!-- <property name="jmeter.result.jtlName" value="${jmeter.result.jtl.dir}/${ReportName}${time}.jtl" />
    <property name="jmeter.result.htmlName" value="${jmeter.result.html.dir}/${ReportName}${time}.html" /> -->
    <property name="jmeter.result.htmlName" value="${jmeter.result.html.dir}/${ReportName}_latest.html" />
    <property name="jmeter.result.jtlName" value="${jmeter.result.jtl.dir}/${ReportName}_latest.jtl" />
    
    <!-- 输出生成的报告名称和存放路径 -->
    <echo message="${jmeter.result.jtlName}"/>
    <echo message="${jmeter.result.htmlName}"/>
    <echo message="${jmeter.result.html.dir}"/>

    <!-- 指定ant-jmeter-1.1.1.jar 的位置 -->
    <path id="jmeter.classpath">
        <fileset dir="${jmeter.home}/extras">
            <include name="ant-jmeter-1.1.1.jar"/>
        </fileset>
    </path>

    <!-- 加载jar包,解决显示时间问题 -->
    <path id="xslt.classpath">
        <fileset dir="${jmeter.home}/lib" includes="xalan*.jar"/>
        <fileset dir="${jmeter.home}/lib" includes="serializer*.jar"/>
    </path>

    <!--<target name="test">
        <taskdef name="jmeter" classname="org.programmerplanet.ant.taskdefs.jmeter.JMeterTask" classpathref="jmeter.classpath"/>
        <jmeter jmeterhome="${jmeter.home}" resultlog="${jmeter.result.jtlName}">
            声明要运行的脚本。"*.jmx"指包含此目录下的所有jmeter脚本 
            <testplans dir="/Users/hefang/Documents/demo/jmtAnt" includes="${testfile}" />
            声明ant执行jmeter时，传入jmeter的属性值，可以自定义必须是xml格式 
            <property name="jmeter.save.saveservice.output_format" value="xml"/>
        </jmeter>
    </target>-->
    <target name="test">
        <taskdef name="jmeter" classname="org.programmerplanet.ant.taskdefs.jmeter.JMeterTask" classpathref="jmeter.classpath"/>
        <!-- 检查是否有传递testfile参数 -->
        <condition property="includes.pattern" value="${testfile}" else="*.jmx">
            <isset property="testfile"/>
        </condition>
        <jmeter jmeterhome="${jmeter.home}" resultlog="${jmeter.result.jtlName}">
            <!-- 动态选择要执行的脚本，根据是否传递testfile参数 -->
            <testplans dir="/Users/he/Documents/local/netApiJmeter" includes="${includes.pattern}" />
            <!-- 声明ant执行jmeter时，传入jmeter的属性值，可以自定义必须是xml格式 -->
            <property name="jmeter.save.saveservice.output_format" value="xml"/>
        </jmeter>
    </target>

    <target name="report">
        <!-- 复制 favicon.ico 文件到目标目录 -->
        <!-- <copy file="/Users/hefang/Documents/demo/jmtAnt/report/favicon.ico" todir="${jmeter.result.html.dir}" /> -->
        <tstamp>
            <format property="report.datestamp" pattern="yyyy-MM-dd HH:mm" />
        </tstamp>
        <xslt
            classpathref="xslt.classpath"
            force="true"
            in="${jmeter.result.jtlName}"
            out="${jmeter.result.htmlName}"
            style="${jmeter.home}/extras/jmeter-results-shanhe-me.xsl">
            <!-- jmeter-results-detail-report_21.xsl这里的文件名可以换成你想要的报告效果 -->
            <!-- jmeter-results-shanhe-me.xsl这里的文件名可以换成你想要的报告效果 -->
            <!-- 显示dateReport的时间 -->
            <param name="dateReport" expression="${report.datestamp}"/>
        </xslt>
        <!-- 手动拷贝生成报告时所需的图片 -->
        <copy todir="${jmeter.result.html.dir}">
            <fileset dir="${jmeter.home}/extras">
                <include name="collapse.png" />
                <include name="expand.png" />
            </fileset>
        </copy>
    </target>
</project>

2. 生成报告 ​

1. 基于 XML 和 XSL 转换的 HTML 报告 ​

bash
# jmeter.properties
jmeter.save.saveservice.output_format=xml
# build.xml
style="${jmeter.home}/extras/jmeter-results-shanhe-me.xsl">
bash
ant
ant run 
ant -Dtestfile=test_plan.jmx
Buildfile: /Users/he/Documents/local/netApiJmeter/build.xml
     [echo] /Users/he/Documents/local/netApiJmeter/report/jtl/TestReport_202409220004.jtl
     [echo] /Users/he/Documents/local/netApiJmeter/report/html/TestReport_202409220004.html
     [echo] /Users/he/Documents/local/netApiJmeter/report/html

clean-reports:

test:
   [jmeter] Executing test plan: /Users/he/Documents/local/netApiJmeter/NeteaseCloudMusicApi.jmx ==> /Users/he/Documents/local/netApiJmeter/report/jtl/TestReport_202409220004.jtl
   [jmeter] WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
   [jmeter] WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
   [jmeter] WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
   [jmeter] WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
   [jmeter] Creating summariser <summary>
   [jmeter] Created the tree successfully using /Users/he/Documents/local/netApiJmeter/NeteaseCloudMusicApi.jmx
   [jmeter] Starting standalone test @ 2024 Sep 22 00:04:48 CST (1726934688403)
   [jmeter] Waiting for possible Shutdown/StopTestNow/HeapDump/ThreadDump message on port 4445
   [jmeter] summary =      3 in 00:00:01 =    2.3/s Avg:   372 Min:   327 Max:   412 Err:     0 (0.00%)
   [jmeter] Tidying up ...    @ 2024 Sep 22 00:04:50 CST (1726934690024)
   [jmeter] ... end of run

report:
     [xslt] Processing /Users/he/Documents/local/netApiJmeter/report/jtl/TestReport_202409220004.jtl to /Users/he/Documents/local/netApiJmeter/report/html/TestReport_202409220004.html
     [xslt] Loading stylesheet jmeter-results-shanhe-me.xsl

run:
     [echo] /Users/he/Documents/local/netApiJmeter/report/html
     [echo] /Users/he/Documents/local/netApiJmeter/report/jtl

BUILD SUCCESSFUL
Total time: 5 seconds

2. JMeter 自带的 Dashboard 报告（CSV） ​

bash
# jmeter.properties
jmeter.save.saveservice.output_format=csv
bash
# 用于从现有结果文件生成报告
jmeter -g HTTP.jtl -o report/dashboard/
# 运行新的测试并生成报告(每次执行前需要删除 dashboard 文件夹和 HTTP.jtl 文件)
jmeter -n -t HTTP.jmx -l HTTP.jtl -e -o report/dashboard/
jmeter -n -t HTTP.jmx -l report/jtl/HTTP.jtl -e -o report/dashboard/
# 输出
WARNING: package sun.awt.X11 not in java.desktop
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
Creating summariser <summary>
Created the tree successfully using NeteaseCloudMusicApi.jmx
Starting standalone test @ 2024 Sep 22 00:28:59 CST (1726936139480)
Waiting for possible Shutdown/StopTestNow/HeapDump/ThreadDump message on port 4445
summary +      1 in 00:00:01 =    1.5/s Avg:   518 Min:   518 Max:   518 Err:     0 (0.00%) Active: 1 Started: 1 Finished: 0
summary +      2 in 00:00:01 =    2.7/s Avg:   365 Min:   290 Max:   441 Err:     0 (0.00%) Active: 0 Started: 1 Finished: 1
summary =      3 in 00:00:01 =    2.2/s Avg:   416 Min:   290 Max:   518 Err:     0 (0.00%)
Tidying up ...    @ 2024 Sep 22 00:29:01 CST (1726936141086)
... end of run

3.增加 nginx 部分，可以通过网络接口来查看报告 ​

bash
brew install nginx

配置 /usr/local/etc/nginx/nginx.conf

nginx
# 配置NGINX
# nginx.conf
#user  nobody;
worker_processes  1;

#error_log  logs/error.log;
#error_log  logs/error.log  notice;···
#error_log  logs/error.log  info;
#pid        logs/nginx.pid;

events {
    worker_connections  1024;
}

http {
    include       mime.types;
    default_type  application/octet-stream;
    sendfile        on;
    keepalive_timeout  65;
    
    # HTTP 01
    server {
        listen       10001;
        server_name  192.168.1.4;

        location / {
        root /Users/he/Documents/local/netApiJmeter/report/html;
        autoindex on;      # 启用目录列表
        autoindex_exact_size off;  # 可选：以人类可读的格式显示文件大小
        autoindex_localtime on;     # 可选：显示文件的本地时间
    }
        
        error_page   500 502 503 504  /50x.html;
        location = /50x.html { 
            root   html;
        }
    }
    # HTTP 02
    server {
        listen       10002;
        server_name  192.168.1.4;

        location / {
            root /Users/he/Documents/local/netApiJmeter/report/dashboard;            
            index index.html;
        }
        error_page   500 502 503 504  /50x.html;
        location = /50x.html {
            root   html;
        }
    } 

    # HTTP 03
    server {
        listen       10003;
        server_name  192.168.1.4;

        location / {
            root /Users/he/Documents/local/netApiPost/newman;
            autoindex on;      # 启用目录列表
            autoindex_exact_size off;  # 可选：以人类可读的格式显示文件大小
            autoindex_localtime on;     # 可选：显示文件的本地时间
        }
        error_page   500 502 503 504  /50x.html;
        location = /50x.html {
            root   html;
        }
    } 

    include servers/*;
}
bash
# 启动 & 重新加载 nginx 配置
brew services start nginx
brew services reload nginx
bash
# Nginx 搭建 Web 服务器 ——> 包括本地和局域网
http://localhost:8080
http://192.168.0.101:8080

http://localhost:8090
http://192.168.0.101:8090

# 页面输出存在缓存问题需要手动强制刷新
Command + Shift + R
Ctrl + F5

4. 跨线程调用 cookie ​

js
- 线程 1
  - login
    - JSON 提取器
      - 变量名称：cookie
      - JSON PATH expression : $.cookie
    - 添加 BeanShell 后置处理程序
      - ${__setProperty(cookie, ${cookie},)}
- 线程 2 
  - status 
  - HTTP信息头管理器
    - Content-Type:application/json
    - cookie:${__P(cookie,)}
js
- 线程 1
  - login
    - JSON 提取器
      - 变量名称：cookie
      - JSON PATH expression : $.cookie
    - 添加 JSR223 后置处理程序
      - String cookie = vars.get("cookie")
      - props.put("cookie", cookie)
- 线程 2 
  - status 
  - HTTP信息头管理器
    - Content-Type:application/json
    - cookie:${__P(cookie,)}

4. 性能测试 ​

配置

  • 设置线程数为: 500
  • ramp-up: 100
  • 循环次数: 1
执行
jmeter -n -t test_plan.jmx -l test_plan.jtl -e -o report/dashboard
WARNING: package sun.awt.X11 not in java.desktop
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
Creating summariser <summary>
Created the tree successfully using test_plan.jmx
Starting standalone test @ 2024 Sep 27 13:47:24 CST (1727416044978)
Waiting for possible Shutdown/StopTestNow/HeapDump/ThreadDump message on port 4445
summary +     84 in 00:00:05 =   18.0/s Avg:   151 Min:     6 Max:  1523 Err:     0 (0.00%) Active: 24 Started: 25 Finished: 1
summary +    541 in 00:00:30 =   18.1/s Avg:  1048 Min:     6 Max: 25611 Err:     0 (0.00%) Active: 172 Started: 174 Finished: 2
summary =    625 in 00:00:35 =   18.1/s Avg:   928 Min:     6 Max: 25611 Err:     0 (0.00%)
summary +    568 in 00:00:30 =   18.9/s Avg:  2826 Min:     5 Max: 46345 Err:     0 (0.00%) Active: 321 Started: 325 Finished: 4
summary =   1193 in 00:01:05 =   18.4/s Avg:  1831 Min:     5 Max: 46345 Err:     0 (0.00%)
summary +    543 in 00:00:30 =   18.1/s Avg:  3854 Min:     6 Max: 84726 Err:     0 (0.00%) Active: 466 Started: 475 Finished: 9
summary =   1736 in 00:01:35 =   18.3/s Avg:  2464 Min:     5 Max: 84726 Err:     0 (0.00%)
summary +    280 in 00:00:31 =    9.0/s Avg: 11895 Min:     7 Max: 111223 Err:     0 (0.00%) Active: 488 Started: 501 Finished: 13
summary =   2016 in 00:02:06 =   16.0/s Avg:  3774 Min:     5 Max: 111223 Err:     0 (0.00%)
summary +     91 in 00:00:29 =    3.1/s Avg: 41200 Min:    13 Max: 145614 Err:     3 (3.30%) Active: 485 Started: 501 Finished: 16
summary =   2107 in 00:02:35 =   13.6/s Avg:  5390 Min:     5 Max: 145614 Err:     3 (0.14%)
summary +    107 in 00:00:30 =    3.6/s Avg: 41261 Min:     7 Max: 160246 Err:     8 (7.48%) Active: 474 Started: 501 Finished: 27
summary =   2214 in 00:03:05 =   12.0/s Avg:  7124 Min:     5 Max: 160246 Err:    11 (0.50%)
summary +    152 in 00:00:30 =    5.1/s Avg: 53857 Min:     6 Max: 195168 Err:    12 (7.89%) Active: 459 Started: 501 Finished: 42
summary =   2366 in 00:03:35 =   11.0/s Avg: 10126 Min:     5 Max: 195168 Err:    23 (0.97%)
summary +    156 in 00:00:30 =    5.2/s Avg: 56235 Min:     6 Max: 237219 Err:     8 (5.13%) Active: 443 Started: 501 Finished: 58
summary =   2522 in 00:04:05 =   10.3/s Avg: 12978 Min:     5 Max: 237219 Err:    31 (1.23%)
summary +    269 in 00:00:30 =    9.0/s Avg: 57629 Min:     7 Max: 264039 Err:     8 (2.97%) Active: 414 Started: 501 Finished: 87
summary =   2791 in 00:04:35 =   10.2/s Avg: 17282 Min:     5 Max: 264039 Err:    39 (1.40%)
summary +    361 in 00:00:30 =   12.0/s Avg: 48597 Min:     6 Max: 286200 Err:     8 (2.22%) Active: 356 Started: 501 Finished: 145
summary =   3152 in 00:05:05 =   10.3/s Avg: 20868 Min:     5 Max: 286200 Err:    47 (1.49%)
summary +    436 in 00:00:30 =   14.5/s Avg: 42574 Min:     6 Max: 298828 Err:    11 (2.52%) Active: 281 Started: 501 Finished: 220
summary =   3588 in 00:05:35 =   10.7/s Avg: 23506 Min:     5 Max: 298828 Err:    58 (1.62%)
summary +    521 in 00:00:30 =   17.4/s Avg: 31259 Min:     6 Max: 342016 Err:    13 (2.50%) Active: 171 Started: 501 Finished: 330
summary =   4109 in 00:06:05 =   11.3/s Avg: 24489 Min:     5 Max: 342016 Err:    71 (1.73%)
summary +    511 in 00:00:31 =   16.4/s Avg: 35161 Min:     6 Max: 372015 Err:     9 (1.76%) Active: 66 Started: 501 Finished: 435
summary =   4620 in 00:06:36 =   11.7/s Avg: 25669 Min:     5 Max: 372015 Err:    80 (1.73%)
summary +    172 in 00:00:29 =    5.9/s Avg: 55142 Min:     6 Max: 399279 Err:     5 (2.91%) Active: 35 Started: 501 Finished: 466
summary =   4792 in 00:07:05 =   11.3/s Avg: 26727 Min:     5 Max: 399279 Err:    85 (1.77%)
summary +    126 in 00:00:31 =    4.1/s Avg: 57880 Min:     6 Max: 395395 Err:     1 (0.79%) Active: 14 Started: 501 Finished: 487
summary =   4918 in 00:07:36 =   10.8/s Avg: 27525 Min:     5 Max: 399279 Err:    86 (1.75%)
summary +     60 in 00:00:30 =    2.0/s Avg: 66094 Min:     7 Max: 474455 Err:     0 (0.00%) Active: 4 Started: 501 Finished: 497
summary =   4978 in 00:08:05 =   10.3/s Avg: 27990 Min:     5 Max: 474455 Err:    86 (1.73%)
summary +     23 in 00:00:15 =    1.5/s Avg: 53965 Min:     7 Max: 464343 Err:     0 (0.00%) Active: 0 Started: 501 Finished: 501
summary =   5001 in 00:08:20 =   10.0/s Avg: 28110 Min:     5 Max: 474455 Err:    86 (1.72%)
Tidying up ...    @ 2024 Sep 27 13:55:45 CST (1727416545869)
... end of run

APDEX (Application Performance Index)

ApdexT (Toleration threshold)F (Frustration threshold)Label
0.591500 ms1 sec 500 msTotal
0.001500 ms1 sec 500 ms获取用户动态
0.064500 ms1 sec 500 ms获取用户歌单
0.137500 ms1 sec 500 ms获取每日推荐歌曲
0.223500 ms1 sec 500 ms电台 - 分类
0.500500 ms1 sec 500 ms登录
0.596500 ms1 sec 500 msvip 成长值
0.956500 ms1 sec 500 ms获取账号信息
0.976500 ms1 sec 500 ms云贝账户信息
0.980500 ms1 sec 500 ms获取用户历史评论
0.988500 ms1 sec 500 ms通知 - 私信
0.994500 ms1 sec 500 ms获取用户信息

Statistics

pic

Errors
Type of errorNumber of errors% in errors% in all samples
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 20,946; received: 6,681)44.650.08
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 20,946; received: 969)44.650.08
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 231,411; received: 219,323)44.650.08
502/Bad Gateway33.490.06
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 231,411; received: 215,039)33.490.06
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 67,747; received: 25,244)33.490.06
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 231,411; received: 229,319)33.490.06

总结

  1. 测试概况
    • 样本总数: 5001
    • 失败样本: 86
    • 错误率: 1.72%（可接受的范围，但有提升空间）
    • 平均响应时间: 28,110.30 ms（整体偏高）
    • 最大响应时间: 474,455 ms（存在极端值，影响用户体验）
    • 交易速率: 10.00 transactions/s（需要提升）
  2. 主要问题:
    • 通常表示服务器在发送响应体的过程中提前关闭了连接
    Non HTTP response code: org.apache.http.ConnectionClosedException/Non 
HTTP response message: Premature end of Content-Length delimited message body (expected: 20,946; received: 5,253)
  3. 优化方向:
    • 针对高延迟和错误的接口进行深入分析与优化。
    • 监控服务器资源，识别潜在的瓶颈。
    • 考虑增加测试负载，观察系统在极限条件下的表现。
    • 整体上，系统在高负载下表现不均，某些接口需优先优化，以提升整体性能和用户体验

5. 压力测试 ​

配置

  • 设置线程数为: 100
  • ramp-up: 50
  • 循环次数: 永远 （执行20分钟）
执行
jmeter -n -t test_plan.jmx -l test_plan.jtl -e -o report/dashboard
WARNING: package sun.awt.X11 not in java.desktop
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
Creating summariser <summary>
Created the tree successfully using test_plan.jmx
Starting standalone test @ 2024 Sep 27 15:22:28 CST (1727421748060)
Waiting for possible Shutdown/StopTestNow/HeapDump/ThreadDump message on port 4445
summary +     18 in 00:00:02 =   10.6/s Avg:   148 Min:     8 Max:   456 Err:     0 (0.00%) Active: 4 Started: 5 Finished: 1
summary +    356 in 00:00:30 =   11.9/s Avg:  1031 Min:     6 Max: 23376 Err:     0 (0.00%) Active: 64 Started: 65 Finished: 1
summary =    374 in 00:00:32 =   11.9/s Avg:   988 Min:     6 Max: 23376 Err:     0 (0.00%)
summary +    332 in 00:00:30 =   10.9/s Avg:  3676 Min:     5 Max: 44596 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =    706 in 00:01:02 =   11.4/s Avg:  2252 Min:     5 Max: 44596 Err:     0 (0.00%)
summary +    273 in 00:00:30 =    9.2/s Avg:  8705 Min:     6 Max: 70070 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =    979 in 00:01:32 =   10.7/s Avg:  4052 Min:     5 Max: 70070 Err:     0 (0.00%)
summary +    400 in 00:00:30 =   13.3/s Avg:  8447 Min:     5 Max: 107241 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   1379 in 00:02:02 =   11.3/s Avg:  5327 Min:     5 Max: 107241 Err:     0 (0.00%)
summary +    328 in 00:00:30 =   10.8/s Avg:  8602 Min:     6 Max: 119668 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   1707 in 00:02:32 =   11.2/s Avg:  5956 Min:     5 Max: 119668 Err:     0 (0.00%)
summary +    325 in 00:00:30 =   11.0/s Avg:  7455 Min:     6 Max: 116388 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   2032 in 00:03:02 =   11.2/s Avg:  6196 Min:     5 Max: 119668 Err:     0 (0.00%)
summary +    398 in 00:00:30 =   13.1/s Avg:  9617 Min:     6 Max: 141041 Err:     1 (0.25%) Active: 100 Started: 101 Finished: 1
summary =   2430 in 00:03:32 =   11.5/s Avg:  6756 Min:     5 Max: 141041 Err:     1 (0.04%)
summary +    335 in 00:00:30 =   11.1/s Avg:  7923 Min:     5 Max: 158245 Err:     1 (0.30%) Active: 100 Started: 101 Finished: 1
summary =   2765 in 00:04:02 =   11.4/s Avg:  6898 Min:     5 Max: 158245 Err:     2 (0.07%)
summary +    313 in 00:00:30 =   10.5/s Avg:  9931 Min:     6 Max: 99089 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   3078 in 00:04:32 =   11.3/s Avg:  7206 Min:     5 Max: 158245 Err:     2 (0.06%)
summary +    374 in 00:00:30 =   12.6/s Avg:  7354 Min:     5 Max: 134238 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   3452 in 00:05:02 =   11.4/s Avg:  7222 Min:     5 Max: 158245 Err:     2 (0.06%)
summary +    324 in 00:00:30 =   10.8/s Avg:  8010 Min:     6 Max: 122356 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   3776 in 00:05:32 =   11.4/s Avg:  7290 Min:     5 Max: 158245 Err:     2 (0.05%)
summary +    349 in 00:00:30 =   11.6/s Avg:  8886 Min:     6 Max: 134515 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   4125 in 00:06:02 =   11.4/s Avg:  7425 Min:     5 Max: 158245 Err:     2 (0.05%)
summary +    377 in 00:00:31 =   12.3/s Avg:  7925 Min:     6 Max: 182207 Err:     3 (0.80%) Active: 100 Started: 101 Finished: 1
summary =   4502 in 00:06:32 =   11.5/s Avg:  7467 Min:     5 Max: 182207 Err:     5 (0.11%)
summary +    337 in 00:00:30 =   11.4/s Avg:  9556 Min:     6 Max: 122410 Err:     2 (0.59%) Active: 100 Started: 101 Finished: 1
summary =   4839 in 00:07:02 =   11.5/s Avg:  7612 Min:     5 Max: 182207 Err:     7 (0.14%)
summary +    320 in 00:00:30 =   10.7/s Avg:  9443 Min:     6 Max: 218382 Err:     2 (0.62%) Active: 100 Started: 101 Finished: 1
summary =   5159 in 00:07:32 =   11.4/s Avg:  7726 Min:     5 Max: 218382 Err:     9 (0.17%)
summary +    405 in 00:00:30 =   13.4/s Avg:  7346 Min:     5 Max: 91365 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   5564 in 00:08:02 =   11.5/s Avg:  7698 Min:     5 Max: 218382 Err:     9 (0.16%)
summary +    321 in 00:00:30 =   10.8/s Avg:  8154 Min:     6 Max: 133827 Err:     1 (0.31%) Active: 100 Started: 101 Finished: 1
summary =   5885 in 00:08:32 =   11.5/s Avg:  7723 Min:     5 Max: 218382 Err:    10 (0.17%)
summary +    342 in 00:00:30 =   11.3/s Avg:  7945 Min:     5 Max: 118101 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   6227 in 00:09:02 =   11.5/s Avg:  7735 Min:     5 Max: 218382 Err:    10 (0.16%)
summary +    334 in 00:00:30 =   11.1/s Avg:  9543 Min:     5 Max: 172198 Err:     1 (0.30%) Active: 100 Started: 101 Finished: 1
summary =   6561 in 00:09:32 =   11.5/s Avg:  7827 Min:     5 Max: 218382 Err:    11 (0.17%)
summary +    339 in 00:00:30 =   11.3/s Avg:  8505 Min:     6 Max: 383495 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   6900 in 00:10:02 =   11.5/s Avg:  7860 Min:     5 Max: 383495 Err:    11 (0.16%)
summary +    336 in 00:00:30 =   11.2/s Avg:  8484 Min:     6 Max: 136135 Err:     1 (0.30%) Active: 100 Started: 101 Finished: 1
summary =   7236 in 00:10:32 =   11.5/s Avg:  7889 Min:     5 Max: 383495 Err:    12 (0.17%)
summary +    374 in 00:00:30 =   12.5/s Avg:  9918 Min:     5 Max: 121647 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   7610 in 00:11:02 =   11.5/s Avg:  7989 Min:     5 Max: 383495 Err:    12 (0.16%)
summary +    355 in 00:00:30 =   11.7/s Avg:  6770 Min:     5 Max: 123713 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   7965 in 00:11:32 =   11.5/s Avg:  7935 Min:     5 Max: 383495 Err:    12 (0.15%)
summary +    329 in 00:00:30 =   11.0/s Avg: 10417 Min:     6 Max: 489417 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   8294 in 00:12:02 =   11.5/s Avg:  8033 Min:     5 Max: 489417 Err:    12 (0.14%)
summary +    364 in 00:00:30 =   12.1/s Avg:  8389 Min:     6 Max: 167014 Err:     2 (0.55%) Active: 100 Started: 101 Finished: 1
summary =   8658 in 00:12:32 =   11.5/s Avg:  8048 Min:     5 Max: 489417 Err:    14 (0.16%)
summary +    308 in 00:00:30 =   10.3/s Avg:  8597 Min:     6 Max: 139403 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   8966 in 00:13:02 =   11.5/s Avg:  8067 Min:     5 Max: 489417 Err:    14 (0.16%)
summary +    353 in 00:00:30 =   11.7/s Avg:  8332 Min:     6 Max: 102400 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   9319 in 00:13:32 =   11.5/s Avg:  8077 Min:     5 Max: 489417 Err:    14 (0.15%)
summary +    377 in 00:00:30 =   12.6/s Avg:  9249 Min:     5 Max: 387082 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =   9696 in 00:14:02 =   11.5/s Avg:  8123 Min:     5 Max: 489417 Err:    14 (0.14%)
summary +    326 in 00:00:30 =   10.9/s Avg:  8248 Min:     6 Max: 141067 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  10022 in 00:14:32 =   11.5/s Avg:  8127 Min:     5 Max: 489417 Err:    14 (0.14%)
summary +    374 in 00:00:30 =   12.3/s Avg:  7907 Min:     6 Max: 163643 Err:     1 (0.27%) Active: 100 Started: 101 Finished: 1
summary =  10396 in 00:15:02 =   11.5/s Avg:  8119 Min:     5 Max: 489417 Err:    15 (0.14%)
summary +    328 in 00:00:30 =   11.1/s Avg: 10060 Min:     6 Max: 187305 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  10724 in 00:15:32 =   11.5/s Avg:  8178 Min:     5 Max: 489417 Err:    15 (0.14%)
summary +    336 in 00:00:30 =   11.2/s Avg:  8830 Min:     6 Max: 124401 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  11060 in 00:16:02 =   11.5/s Avg:  8198 Min:     5 Max: 489417 Err:    15 (0.14%)
summary +    369 in 00:00:30 =   12.3/s Avg:  8144 Min:     6 Max: 125870 Err:     1 (0.27%) Active: 100 Started: 101 Finished: 1
summary =  11429 in 00:16:32 =   11.5/s Avg:  8196 Min:     5 Max: 489417 Err:    16 (0.14%)
summary +    362 in 00:00:30 =   12.1/s Avg:  8777 Min:     6 Max: 369523 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  11791 in 00:17:02 =   11.5/s Avg:  8214 Min:     5 Max: 489417 Err:    16 (0.14%)
summary +    316 in 00:00:30 =   10.5/s Avg:  8403 Min:     6 Max: 116420 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  12107 in 00:17:32 =   11.5/s Avg:  8219 Min:     5 Max: 489417 Err:    16 (0.13%)
summary +    363 in 00:00:30 =   12.1/s Avg:  8709 Min:     6 Max: 159747 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  12470 in 00:18:02 =   11.5/s Avg:  8233 Min:     5 Max: 489417 Err:    16 (0.13%)
summary +    326 in 00:00:30 =   10.9/s Avg:  8183 Min:     6 Max: 130108 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  12796 in 00:18:32 =   11.5/s Avg:  8232 Min:     5 Max: 489417 Err:    16 (0.13%)
summary +    356 in 00:00:30 =   11.9/s Avg:  8816 Min:     6 Max: 221870 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  13152 in 00:19:02 =   11.5/s Avg:  8248 Min:     5 Max: 489417 Err:    16 (0.12%)
summary +    342 in 00:00:30 =   11.4/s Avg:  9083 Min:     5 Max: 162058 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  13494 in 00:19:32 =   11.5/s Avg:  8269 Min:     5 Max: 489417 Err:    16 (0.12%)
summary +    359 in 00:00:30 =   11.9/s Avg:  8571 Min:     6 Max: 326456 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  13853 in 00:20:02 =   11.5/s Avg:  8277 Min:     5 Max: 489417 Err:    16 (0.12%)
summary +    374 in 00:00:30 =   12.5/s Avg:  7726 Min:     6 Max: 109663 Err:     0 (0.00%) Active: 100 Started: 101 Finished: 1
summary =  14227 in 00:20:32 =   11.6/s Avg:  8262 Min:     5 Max: 489417 Err:    16 (0.11%)

jmeter -g test_plan.jtl -o report/dashboard/
WARNING: package sun.awt.X11 not in java.desktop
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release
WARN StatusConsoleListener The use of package scanning to locate plugins is deprecated and will be removed in a future release

APDEX (Application Performance Index)

ApdexT (Toleration threshold)F (Frustration threshold)Label
0.613500 ms1 sec 500 msTotal
0.002500 ms1 sec 500 ms获取用户动态
0.002500 ms1 sec 500 ms获取每日推荐歌曲
0.094500 ms1 sec 500 ms电台 - 分类
0.207500 ms1 sec 500 ms获取用户歌单
0.828500 ms1 sec 500 msvip 成长值
0.980500 ms1 sec 500 ms云贝账户信息
0.990500 ms1 sec 500 ms获取账号信息
0.994500 ms1 sec 500 ms获取用户历史评论
0.995500 ms1 sec 500 ms通知 - 私信
0.996500 ms1 sec 500 ms获取用户信息
1.000500 ms1 sec 500 ms登录

Statistics

pic

Errors
Type of errorNumber of errors% in errors% in all samples
502/Bad Gateway425.00%0.03%
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 231,411; received: 210,755)16.25%0.01%
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 231,411; received: 220,751)16.25%0.01%
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 67,741; received: 23,815)16.25%0.01%
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 231,411; received: 215,039)16.25%0.01%
Non HTTP response code: org.apache.http.ConnectionClosedException/Non HTTP response message: Premature end of Content-Length delimited message body (expected: 67,754; received: 18,104)16.25%0.01%

总结

  1. 测试概况
    • 总请求数：14413个请求
    • 失败数：16个请求
    • 错误率：0.11%（相对较低）
    • 平均响应时间：8265.18毫秒，最大响应时间为489417毫秒（大约8分钟），最小响应时间为5毫秒
    • 吞吐量：11.52次/秒，总接收数据量为392.99 KB，总发送数据量为41.45 KB
  2. 主要问题:
    • 通常表示服务器在发送响应体的过程中提前关闭了连接
    Non HTTP response code: org.apache.http.ConnectionClosedException/Non 
HTTP response message: Premature end of Content-Length delimited message body (expected: 20,946; received: 5,253)
  3. 优化方向:
    • 获取用户动态：平均响应时间接近56秒，最大响应时间达到8分钟，错误率0.35%，是主要瓶颈
    • 获取每日推荐歌曲：平均响应时间16.5秒，错误率0.43%，也需要进一步优化

重点关注

  1. 错误率 (Error %)
    • 意义: 表示请求失败的比例。
    • 关注点: 高错误率可能指示系统存在严重的问题，需要定位和修复故障。理想情况下，错误率应低于1-2%。
  2. 平均响应时间 (Average)
    • 意义: 所有请求的平均处理时间。
    • 关注点: 反映了系统的整体性能，较长的平均响应时间可能表示系统瓶颈或负载过重。
  3. 90百分位响应时间 (90th pct)
    • 意义: 90%的请求在此时间内完成。
    • 关注点: 更能反映大多数用户的实际体验，比平均响应时间更能显示出性能的分布情况。高于期望值可能表明系统在高负载下的表现不稳定。
  4. 最大响应时间 (Max)
    • 意义: 所有请求中最长的响应时间。
    • 关注点: 帮助识别性能极限或异常情况。如果最大响应时间远高于其他响应时间，可能表明系统存在性能瓶颈或异常。
  5. 吞吐量 (Transactions/s)
    • 意义: 每秒处理的请求数。
    • 关注点: 显示系统的处理能力，较高的吞吐量意味着系统能处理更多的请求。需要确保高吞吐量伴随合理的错误率和响应时间。

关键字段解释

  • Label: 测试名称或请求标签。
  • #Samples: 请求样本总数。
  • FAIL: 失败的请求数量。
  • Error %: 请求错误的百分比。
  • Average: 请求的平均响应时间（毫秒）。
  • Min: 请求的最小响应时间（毫秒）。
  • Max: 请求的最大响应时间（毫秒）。
  • Median: 请求的中位数响应时间（毫秒）。
  • 90th pct: 第90百分位响应时间（90%的请求在此时间内完成）。
  • 95th pct: 第95百分位响应时间（95%的请求在此时间内完成）。
  • 99th pct: 第99百分位响应时间（99%的请求在此时间内完成）。
  • Transactions/s: 每秒完成的事务数（吞吐量）。
  • Received: 每秒接收到的数据量（KB/秒）。
  • Sent: 每秒发送的数据量（KB/秒）

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