Java服务案例

基于tomcat运行Jenkins实现链路跟踪案例

java基础环境准备

安装jdk

bash 复制代码

root@tomcat-jenkins:~# apt install openjdk-11-jdk -y

验证java版本

bash 复制代码

root@tomcat-jenkins:~# java -version
openjdk version "11.0.31" 2026-04-21
OpenJDK Runtime Environment (build 11.0.31+11-post-1ubuntu1-22.04.2-Ubuntu)
OpenJDK 64-Bit Server VM (build 11.0.31+11-post-1ubuntu1-22.04.2-Ubuntu, mixed mode, sharing)
root@tomcat-jenkins:~#

部署Java agent

下载java agent

bash 复制代码

root@tomcat-jenkins:~# mkdir /skywalking-agent
root@tomcat-jenkins:~# cd /skywalking-agent
root@tomcat-jenkins:/skywalking-agent# wget https://archive.apache.org/dist/skywalking/java-agent/8.13.0/apache-skywalking-java-agent-8.13.0.tgz
--2026-08-16 06:12:09--  https://archive.apache.org/dist/skywalking/java-agent/8.13.0/apache-skywalking-java-agent-8.13.0.tgz
Resolving archive.apache.org (archive.apache.org)... 65.108.204.189, 2a01:4f9:1a:a084::2
Connecting to archive.apache.org (archive.apache.org)|65.108.204.189|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 31443304 (30M) [application/x-gzip]
Saving to: 'apache-skywalking-java-agent-8.13.0.tgz'

apache-skywalking-java-agent-8.13.0.tgz    100%[=======================================================================================>]  29.99M  23.1KB/s    in 34m 6s  s

2026-08-16 06:46:17 (15.0 KB/s) - 'apache-skywalking-java-agent-8.13.0.tgz' saved [31443304/31443304]

root@tomcat-jenkins:/skywalking-agent# ls
apache-skywalking-java-agent-8.13.0.tgz
root@tomcat-jenkins:/skywalking-agent#

配置skywalking-agent参数

解压skywalking-agent

BASH 复制代码

root@tomcat-jenkins:/skywalking-agent# tar xf apache-skywalking-java-agent-8.13.0.tgz 
root@tomcat-jenkins:/skywalking-agent# ls
apache-skywalking-java-agent-8.13.0.tgz  skywalking-agent
root@tomcat-jenkins:/skywalking-agent#

配置skywalking-agent

BASH 复制代码

root@tomcat-jenkins:/skywalking-agent# grep -e agent.namespace= -e agent.service_name= -e  collector.backend_service= skywalking-agent/config/agent.config
agent.service_name=${SW_AGENT_NAME:tomcat-jenkins}
agent.namespace=${SW_AGENT_NAMESPACE:myapp}
collector.backend_service=${SW_AGENT_COLLECTOR_BACKEND_SERVICES:192.168.112.72:11800}
root@tomcat-jenkins:/skywalking-agent#

部署tomcat

下载并解压tomcat

BASH 复制代码

root@tomcat-jenkins:/skywalking-agent# cd 
root@tomcat-jenkins:~# mkdir /apps
root@tomcat-jenkins:~# cd /apps
root@tomcat-jenkins:/apps# wget https://archive.apache.org/dist/tomcat/tomcat-8/v8.5.84/bin/apache-tomcat-8.5.84.tar.gz
--2026-08-16 07:06:53--  https://archive.apache.org/dist/tomcat/tomcat-8/v8.5.84/bin/apache-tomcat-8.5.84.tar.gz
Resolving archive.apache.org (archive.apache.org)... 65.108.204.189, 2a01:4f9:1a:a084::2
Connecting to archive.apache.org (archive.apache.org)|65.108.204.189|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 10626063 (10M) [application/x-gzip]
Saving to: 'apache-tomcat-8.5.84.tar.gz'

apache-tomcat-8.5.84.tar.gz                100%[=======================================================================================>]  10.13M  26.5KB/s    in 5m 41s  

2026-08-16 07:12:35 (30.4 KB/s) - 'apache-tomcat-8.5.84.tar.gz' saved [10626063/10626063]

root@tomcat-jenkins:/apps# ls
apache-tomcat-8.5.84.tar.gz
root@tomcat-jenkins:/apps# tar xf apache-tomcat-8.5.84.tar.gz 
root@tomcat-jenkins:/apps# ls
apache-tomcat-8.5.84  apache-tomcat-8.5.84.tar.gz
root@tomcat-jenkins:/apps#

配置tomcat

BASH 复制代码

root@tomcat-jenkins:/apps# grep -e "^CATALINA_OPTS" apache-tomcat-8.5.84/bin/catalina.sh
CATALINA_OPTS="$CATALINA_OPTS -javaagent:/skywalking-agent/skywalking-agent/skywalking-agent.jar"; export CATALINA_OPTS
root@tomcat-jenkins:/apps#

这里主要在tomcat的启动脚本里加入skywalking-agent配置，用CATALINA_OPTS环境变量来指定skywalking-agent的jar包路径，然后导出环境变量；

部署jenkins

上传Jenkins app并启动tomcat

上传jenkins war包

BASH 复制代码

root@tomcat-jenkins:/apps# ls
apache-tomcat-8.5.84  apache-tomcat-8.5.84.tar.gz
root@tomcat-jenkins:/apps# cd apache-tomcat-8.5.84/webapps/
root@tomcat-jenkins:/apps/apache-tomcat-8.5.84/webapps# ls
ROOT  docs  examples  host-manager  manager
root@tomcat-jenkins:/apps/apache-tomcat-8.5.84/webapps# rz
rz waiting to receive.
 zmodem trl+C ȡ

  100%   89059 KB 44529 KB/s 00:00:02       0 Errors

root@tomcat-jenkins:/apps/apache-tomcat-8.5.84/webapps# ls
ROOT  docs  examples  host-manager  jenkins.war  manager
root@tomcat-jenkins:/apps/apache-tomcat-8.5.84/webapps#

启动tomcat

bash 复制代码

root@tomcat-jenkins:/apps/apache-tomcat-8.5.84/webapps# /apps/apache-tomcat-8.5.84/bin/catalina.sh run

验证

验证tomcat端口监听情况

BASH 复制代码

root@tomcat-jenkins:~# ss -tnlp
State          Recv-Q         Send-Q                      Local Address:Port                 Peer Address:Port        Process                                              
LISTEN         0              4096                        127.0.0.53%lo:53                        0.0.0.0:*            users:(("systemd-resolve",pid=38238,fd=14))         
LISTEN         0              128                               0.0.0.0:22                        0.0.0.0:*            users:(("sshd",pid=15809,fd=3))                     
LISTEN         0              100                                     *:8080                            *:*            users:(("java",pid=117129,fd=178))                  
LISTEN         0              1                      [::ffff:127.0.0.1]:8005                            *:*            users:(("java",pid=117129,fd=297))                  
root@tomcat-jenkins:~#

能够正常看到tomcat8080端口处于监听状况，表示tomcat已经正常运行起来了

验证jenkins web界面

访问tomcat主机IP地址端口加上对应应用名称，如果能够看到上面jenkins的导入密钥画面，表示jenkins已经正常运行，接下来就直接导入密钥，安装jenkins即可；

验证skywalking 数据

如上图所示，能够正常在skywalking web上看到链路追踪数据，说明skywalking agent在tomcat上正常运行；

dubbo微服务实现链路跟踪案例

微服务与单体服务架构

单体（Monolith）：所有功能打包成一个程序、一个进程，一次部署全部功能，共用一套数据库；微服务（Microservice）：按业务拆成多个独立小服务，每个服务独立进程、独立部署、可单独扩缩容，服务间通过 RPC/HTTP/ 消息队列通信。

部署注册中心zookeeper

java环境准备

BASH 复制代码

root@dubbo-zookeeper:~# apt install openjdk-8-jdk -y

验证Java版本

BASH 复制代码

root@dubbo-zookeeper:~# java -version
openjdk version "1.8.0_492"
OpenJDK Runtime Environment (build 1.8.0_492-8u492-ga~us2-0ubuntu1~22.04.1-b09)
OpenJDK 64-Bit Server VM (build 25.492-b09, mixed mode)
root@dubbo-zookeeper:~#

下载zookeeper

BASH 复制代码

root@dubbo-zookeeper:~# mkdir /apps && cd /apps
root@dubbo-zookeeper:/apps# wget https://downloads01-he-fi.apache.org/zookeeper/zookeeper-3.7.2/apache-zookeeper-3.7.2-bin.tar.gz
--2026-08-16 11:43:42--  https://downloads01-he-fi.apache.org/zookeeper/zookeeper-3.7.2/apache-zookeeper-3.7.2-bin.tar.gz
Resolving downloads01-he-fi.apache.org (downloads01-he-fi.apache.org)... 95.216.224.44, 2a01:4f9:2b:1cc2::2
Connecting to downloads01-he-fi.apache.org (downloads01-he-fi.apache.org)|95.216.224.44|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 14198607 (14M) [application/x-gzip]
Saving to: 'apache-zookeeper-3.7.2-bin.tar.gz'

apache-zookeeper-3.7.2-bin.tar.gz          100%[=======================================================================================>]  13.54M   115KB/s    in 1m 53s  

2026-08-16 11:45:36 (123 KB/s) - 'apache-zookeeper-3.7.2-bin.tar.gz' saved [14198607/14198607]

root@dubbo-zookeeper:/apps# ls
apache-zookeeper-3.7.2-bin.tar.gz
root@dubbo-zookeeper:/apps#

解压并启动zookeeper

BASH 复制代码

root@dubbo-zookeeper:/apps# ls
apache-zookeeper-3.7.2-bin.tar.gz
root@dubbo-zookeeper:/apps# tar xf apache-zookeeper-3.7.2-bin.tar.gz 
root@dubbo-zookeeper:/apps# ls
apache-zookeeper-3.7.2-bin  apache-zookeeper-3.7.2-bin.tar.gz
root@dubbo-zookeeper:/apps# cd apache-zookeeper-3.7.2-bin
root@dubbo-zookeeper:/apps/apache-zookeeper-3.7.2-bin# ls
LICENSE.txt  NOTICE.txt  README.md  README_packaging.md  bin  conf  docs  lib
root@dubbo-zookeeper:/apps/apache-zookeeper-3.7.2-bin# cd conf/
root@dubbo-zookeeper:/apps/apache-zookeeper-3.7.2-bin/conf# ls
configuration.xsl  log4j.properties  zoo_sample.cfg
root@dubbo-zookeeper:/apps/apache-zookeeper-3.7.2-bin/conf# cp zoo_sample.cfg zoo.cfg
root@dubbo-zookeeper:/apps/apache-zookeeper-3.7.2-bin/conf# ../bin/zkServer.sh start
/usr/bin/java
ZooKeeper JMX enabled by default
Using config: /apps/apache-zookeeper-3.7.2-bin/bin/../conf/zoo.cfg
Starting zookeeper ... STARTED
root@dubbo-zookeeper:/apps/apache-zookeeper-3.7.2-bin/conf#ss -tnlp
State          Recv-Q         Send-Q                   Local Address:Port                    Peer Address:Port         Process                                             
LISTEN         0              4096                     127.0.0.53%lo:53                           0.0.0.0:*             users:(("systemd-resolve",pid=4866,fd=14))         
LISTEN         0              128                            0.0.0.0:22                           0.0.0.0:*             users:(("sshd",pid=65345,fd=3))                    
LISTEN         0              50                                   *:46273                              *:*             users:(("java",pid=115726,fd=60))                  
LISTEN         0              50                                   *:2181                               *:*             users:(("java",pid=115726,fd=73))                  
LISTEN         0              50                                   *:8080                               *:*             users:(("java",pid=115726,fd=62))                  
root@dubbo-zookeeper:/apps/apache-zookeeper-3.7.2-bin/conf#

能够看到2181端口处于正常监听状态，说明zookeeper部署好了；生产一般情况zookeeper是一个高可用集群,有关zookeeper集群部署可以参考本人博客https://www.cnblogs.com/qiuhom-1874/p/13841371.html；

部署provider

Java环境准备

BASH 复制代码

root@dubbo-provider:~# apt install -y openjdk-8-jdk

验证Java版本

BASH 复制代码

root@dubbo-provider:~# java -version
openjdk version "1.8.0_492"
OpenJDK Runtime Environment (build 1.8.0_492-8u492-ga~us2-0ubuntu1~22.04.1-b09)
OpenJDK 64-Bit Server VM (build 25.492-b09, mixed mode)
root@dubbo-provider:~#

下载skywalking-agent

BASH 复制代码

root@dubbo-provider:~# mkdir /skywalking-agent && cd /skywalking-agent
root@dubbo-provider:/skywalking-agent# wget https://archive.apache.org/dist/skywalking/java-agent/8.13.0/apache-skywalking-java-agent-8.13.0.tgz

解压并配置skywalking-agent

BASH 复制代码

root@dubbo-provider:/skywalking-agent# ls
apache-skywalking-java-agent-8.13.0.tgz
root@dubbo-provider:/skywalking-agent# tar xf apache-skywalking-java-agent-8.13.0.tgz 
root@dubbo-provider:/skywalking-agent# ls
apache-skywalking-java-agent-8.13.0.tgz  skywalking-agent
root@dubbo-provider:/skywalking-agent# cd skywalking-agent/
root@dubbo-provider:/skywalking-agent/skywalking-agent# ls
LICENSE  NOTICE  activations  bootstrap-plugins  config  licenses  logs  optional-plugins  optional-reporter-plugins  plugins  skywalking-agent.jar
root@dubbo-provider:/skywalking-agent/skywalking-agent# cd config/
root@dubbo-provider:/skywalking-agent/skywalking-agent/config# grep -e agent.namespace= -e agent.service_name= -e  collector.backend_service= agent.config
agent.service_name=${SW_AGENT_NAME:dubbo-provider}
agent.namespace=${SW_AGENT_NAMESPACE:myapp}
collector.backend_service=${SW_AGENT_COLLECTOR_BACKEND_SERVICES:192.168.112.72:11800}
root@dubbo-provider:/skywalking-agent/skywalking-agent/config#

上传dubbo-provider jar包

BASH 复制代码

root@dubbo-provider:~# mkdir /apps && cd /apps
root@dubbo-provider:/apps# rz
rz waiting to receive.
 zmodem trl+C ȡ

  100%   13966 KB 13966 KB/s 00:00:01       0 Errors

root@dubbo-provider:/apps# ls
dubbo-server.jar
root@dubbo-provider:/apps#

添加主机名解析

bash 复制代码

root@dubbo-provider:/apps# cat /etc/profile
# /etc/profile: system-wide .profile file for the Bourne shell (sh(1))
# and Bourne compatible shells (bash(1), ksh(1), ash(1), ...).

export ZK_SERVER1=192.168.112.76

if [ "${PS1-}" ]; then
  if [ "${BASH-}" ] && [ "$BASH" != "/bin/sh" ]; then
    # The file bash.bashrc already sets the default PS1.
    # PS1='\h:\w\$ '
    if [ -f /etc/bash.bashrc ]; then
      . /etc/bash.bashrc
    fi
  else
    if [ "$(id -u)" -eq 0 ]; then
      PS1='# '
    else
      PS1='$ '
    fi
  fi
fi

if [ -d /etc/profile.d ]; then
  for i in /etc/profile.d/*.sh; do
    if [ -r $i ]; then
      . $i
    fi
  done
  unset i
fi
root@dubbo-provider:/apps# source /etc/profile
root@dubbo-provider:/apps# echo $ZK_SERVER1
192.168.112.76
root@dubbo-provider:/apps#

这里之所以要给ZK_SERVER1 赋值原因是provider里面配置文件通过这个环境变量来指定zookeeper地址；

启动provider

BASH 复制代码

root@dubbo-provider:/apps# java -javaagent:/skywalking-agent/skywalking-agent/skywalking-agent.jar -jar /apps/dubbo-server.jar

能够看到服务已经启动，表示provider启动成功；

部署consumer

Java环境准备

BASH 复制代码

root@dubbo-consumer:~# apt install -y openjdk-8-jdk

验证java版本

BASH 复制代码

root@dubbo-consumer:~# java -version
openjdk version "1.8.0_492"
OpenJDK Runtime Environment (build 1.8.0_492-8u492-ga~us2-0ubuntu1~22.04.1-b09)
OpenJDK 64-Bit Server VM (build 25.492-b09, mixed mode)
root@dubbo-consumer:~#

下载skywalking-agent

BASH 复制代码

root@dubbo-consumer:~# mkdir /skywalking-agent && cd /skywalking-agent
root@dubbo-consumer:/skywalking-agent# wget https://archive.apache.org/dist/skywalking/java-agent/8.13.0/apache-skywalking-java-agent-8.13.0.tgz

解压并配置skywalking-agent

BASH 复制代码

root@dubbo-consumer:/skywalking-agent# ls
apache-skywalking-java-agent-8.13.0.tgz
root@dubbo-consumer:/skywalking-agent# tar xf apache-skywalking-java-agent-8.13.0.tgz 
root@dubbo-consumer:/skywalking-agent# ls
apache-skywalking-java-agent-8.13.0.tgz  skywalking-agent
root@dubbo-consumer:/skywalking-agent# cd skywalking-agent/
root@dubbo-consumer:/skywalking-agent/skywalking-agent# cd config/
root@dubbo-consumer:/skywalking-agent/skywalking-agent/config# grep -e agent.namespace= -e agent.service_name= -e  collector.backend_service= agent.config
agent.service_name=${SW_AGENT_NAME:dubbo-comsumer}
agent.namespace=${SW_AGENT_NAMESPACE:myapp}
collector.backend_service=${SW_AGENT_COLLECTOR_BACKEND_SERVICES:192.168.112.72:11800}
root@dubbo-consumer:/skywalking-agent/skywalking-agent/config#

上传dubbo-consumer jar包

bash 复制代码

root@dubbo-consumer:~# mkdir /apps && cd /apps
root@dubbo-consumer:/apps# rz
rz waiting to receive.
 zmodem trl+C ȡ

  100%   21170 KB 21170 KB/s 00:00:01       0 Errors

root@dubbo-consumer:/apps# ls
dubbo-client.jar
root@dubbo-consumer:/apps#

添加主机名解析

BASH 复制代码

root@dubbo-consumer:/apps# cat /etc/profile
# /etc/profile: system-wide .profile file for the Bourne shell (sh(1))
# and Bourne compatible shells (bash(1), ksh(1), ash(1), ...).

export ZK_SERVER1=192.168.112.76

if [ "${PS1-}" ]; then
  if [ "${BASH-}" ] && [ "$BASH" != "/bin/sh" ]; then
    # The file bash.bashrc already sets the default PS1.
    # PS1='\h:\w\$ '
    if [ -f /etc/bash.bashrc ]; then
      . /etc/bash.bashrc
    fi
  else
    if [ "$(id -u)" -eq 0 ]; then
      PS1='# '
    else
      PS1='$ '
    fi
  fi
fi

if [ -d /etc/profile.d ]; then
  for i in /etc/profile.d/*.sh; do
    if [ -r $i ]; then
      . $i
    fi
  done
  unset i
fi
root@dubbo-consumer:/apps# source /etc/profile
root@dubbo-consumer:/apps# echo $ZK_SERVER1
192.168.112.76
root@dubbo-consumer:/apps#

启动comsumer

BASH 复制代码

root@dubbo-consumer:/apps# java -javaagent:/skywalking-agent/skywalking-agent/skywalking-agent.jar -jar /apps/dubbo-client.jar

能够看到dubbo消费者端已经启动，表示dubbo-consumer就部署好了；

部署dubboadmin

java 环境准备

BASH 复制代码

root@dubboadmin:~# apt install openjdk-8-jdk -y

验证Java 版本

BASH 复制代码

root@dubboadmin:~# java -version
openjdk version "1.8.0_492"
OpenJDK Runtime Environment (build 1.8.0_492-8u492-ga~us2-0ubuntu1~22.04.1-b09)
OpenJDK 64-Bit Server VM (build 25.492-b09, mixed mode)
root@dubboadmin:~#

安装tomcat

BASH 复制代码

root@dubboadmin:~# mkdir /apps && cd /apps
root@dubboadmin:/apps# wget https://archive.apache.org/dist/tomcat/tomcat-8/v8.5.84/bin/apache-tomcat-8.5.84.tar.gz

解压tomcat

BASH 复制代码

root@dubboadmin:/apps# ls
apache-tomcat-8.5.84.tar.gz
root@dubboadmin:/apps# tar xf apache-tomcat-8.5.84.tar.gz 
root@dubboadmin:/apps# ls
apache-tomcat-8.5.84  apache-tomcat-8.5.84.tar.gz
root@dubboadmin:/apps# ln -s  apache-tomcat-8.5.84 tomcat
root@dubboadmin:/apps# ll
total 10392
drwxr-xr-x  3 root root     4096 Aug 16 13:31 ./
drwxr-xr-x 20 root root     4096 Aug 16 13:28 ../
drwxr-xr-x  9 root root     4096 Aug 16 13:31 apache-tomcat-8.5.84/
-rw-r--r--  1 root root 10626063 Aug 16 13:30 apache-tomcat-8.5.84.tar.gz
lrwxrwxrwx  1 root root       20 Aug 16 13:31 tomcat -> apache-tomcat-8.5.84/
root@dubboadmin:/apps#

上传dubboadmin至tomcat 的webapp目录

BASH 复制代码

root@dubboadmin:/apps# cd tomcat/webapps/
root@dubboadmin:/apps/tomcat/webapps# ls
ROOT  docs  examples  host-manager  manager
root@dubboadmin:/apps/tomcat/webapps# rz
rz waiting to receive.
 zmodem trl+C ȡ

  100%   27126 KB 27126 KB/s 00:00:01       0 Errors

root@dubboadmin:/apps/tomcat/webapps# ls
ROOT  docs  dubboadmin.war  examples  host-manager  manager
root@dubboadmin:/apps/tomcat/webapps#

解压dubboadmin.war

BASH 复制代码

root@dubboadmin:/apps/tomcat/webapps# unzip dubboadmin.war

修改配置

BASH 复制代码

root@dubboadmin:/apps/tomcat/webapps# cat dubboadmin/WEB-INF/dubbo.properties
dubbo.registry.address=zookeeper://192.168.112.76:2181
dubbo.admin.root.password=root
dubbo.admin.guest.password=guest
root@dubboadmin:/apps/tomcat/webapps#

这里需要配置zookeeper的IP地址，以及root和guest登录密码；

启动tomcat

BASH 复制代码

root@dubboadmin:/apps/tomcat/webapps# /apps/tomcat/bin/catalina.sh  run

验证

访问consumer

验证skywalking数据

验证dubboadmin web界面

Python服务案例

基于Django项目追踪案例

Python基础环境准备

本案例基于Ubuntu 20.04，python3.8

安装pip

BASH 复制代码

root@python-agent:~# apt install python3-pip -y

安装SkyWalking Python agent

BASH 复制代码

root@python-agent:~# pip3 install "apache-skywalking"
Collecting apache-skywalking
  Downloading apache_skywalking-1.2.0-py3-none-any.whl (264 kB)
     |████████████████████████████████| 264 kB 520 kB/s 
Requirement already satisfied: packaging in /usr/lib/python3/dist-packages (from apache-skywalking) (20.3)
Collecting psutil<=5.9.5
  Downloading psutil-5.9.5-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (282 kB)
     |████████████████████████████████| 282 kB 7.0 MB/s 
Collecting grpcio
  Downloading grpcio-1.70.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.0 MB)
     |████████████████████████████████| 6.0 MB 12.3 MB/s 
Collecting grpcio-tools
  Downloading grpcio_tools-1.70.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.5 MB)
     |████████████████████████████████| 2.5 MB 58.3 MB/s 
Collecting wrapt
  Downloading wrapt-2.0.1-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (118 kB)
     |████████████████████████████████| 118 kB 33.4 MB/s 
Collecting protobuf<6.0dev,>=5.26.1
  Downloading protobuf-5.29.6-cp38-abi3-manylinux2014_x86_64.whl (320 kB)
     |████████████████████████████████| 320 kB 67.4 MB/s 
Requirement already satisfied: setuptools in /usr/lib/python3/dist-packages (from grpcio-tools->apache-skywalking) (45.2.0)
Installing collected packages: psutil, grpcio, protobuf, grpcio-tools, wrapt, apache-skywalking
Successfully installed apache-skywalking-1.2.0 grpcio-1.70.0 grpcio-tools-1.70.0 protobuf-5.29.6 psutil-5.9.5 wrapt-2.0.1
root@python-agent:~#

测试验证SkyWalking Python agent

BASH 复制代码

root@python-agent:~# python3
Python 3.8.10 (default, Mar 18 2025, 20:04:55) 
[GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> from skywalking import config, agent
>>> config.init(
...     agent_collector_backend_services='192.168.112.72:11800',
...     agent_name='test-python-agent'
... )
>>> agent.start()
2026-08-17 22:01:43,381 skywalking [pid:11101] [MainThread] [INFO] SkyWalking sync agent instance 1abc7a009a4411f1909f716e3bdf8342 starting in pid-11101.
2026-08-17 22:01:43,385 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_aiohttp failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,385 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_aioredis failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,386 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_aiormq failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,386 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_amqp failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,386 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_asyncpg failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,387 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_bottle failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,387 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_celery failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,390 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_confluent_kafka failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,390 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_django failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,391 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_elasticsearch failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,391 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_falcon failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,391 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_fastapi failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,392 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_flask failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,408 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_happybase failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,419 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_httpx failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,419 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_kafka failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,419 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_loguru failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,420 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_mysqlclient failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,422 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_neo4j failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,422 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_psycopg failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,423 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_psycopg2 failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,423 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_pulsar failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,423 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_pymongo failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,424 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_pymysql failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,424 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_pyramid failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,425 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_rabbitmq failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,425 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_redis failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,491 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_sanic failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,491 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_tornado failed to install, please ignore this warning if the package is not used in your application.
2026-08-17 22:01:43,492 skywalking [pid:11101] [MainThread] [WARNING] Plugin sw_websockets failed to install, please ignore this warning if the package is not used in your application.
>>>

后面报警告，原因是没有插件，但是不影响测试python-agent链接skywalking-server;

在skywalking web上验证查看

能够在skywalking 页面中看到刚才的链接，表示python-agent 成功链接skywalking;

上传Django项目

BASH 复制代码

root@python-agent:~# mkdir /apps && cd /apps
root@python-agent:/apps# rz
rz waiting to receive.
 zmodem trl+C ȡ

  100%   17957 KB 17957 KB/s 00:00:01       0 Errors

root@python-agent:/apps# ls
django-test.tgz
root@python-agent:/apps#

解压项目并安装依赖模块

BASH 复制代码

root@python-agent:/apps# tar xf django-test.tgz 
root@python-agent:/apps# ls
django-test  django-test.tgz
root@python-agent:/apps# cd django-test/
root@python-agent:/apps/django-test# ls
bin  include  lib  mysite  pyvenv.cfg  requirements.txt
root@python-agent:/apps/django-test# pip3 install -r requirements.txt 
Collecting apache-skywalking==0.7.0
  Downloading apache_skywalking-0.7.0-py3-none-any.whl (169 kB)
     |████████████████████████████████| 169 kB 527 kB/s 
Collecting asgiref==3.4.1
  Downloading asgiref-3.4.1-py3-none-any.whl (25 kB)
Collecting backports.zoneinfo==0.2.1
  Downloading backports.zoneinfo-0.2.1-cp38-cp38-manylinux1_x86_64.whl (74 kB)
     |████████████████████████████████| 74 kB 1.8 MB/s 
Collecting Django==4.0.1
  Downloading Django-4.0.1-py3-none-any.whl (8.0 MB)
     |████████████████████████████████| 8.0 MB 6.3 MB/s 
Collecting grpcio==1.43.0
  Downloading grpcio-1.43.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.1 MB)
     |████████████████████████████████| 4.1 MB 10.1 MB/s 
Collecting grpcio-tools==1.43.0
  Downloading grpcio_tools-1.43.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.4 MB)
     |████████████████████████████████| 2.4 MB 15.4 MB/s 
Collecting packaging==21.3
  Downloading packaging-21.3-py3-none-any.whl (40 kB)
     |████████████████████████████████| 40 kB 2.7 MB/s 
Collecting protobuf==3.19.3
  Downloading protobuf-3.19.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB)
     |████████████████████████████████| 1.1 MB 13.1 MB/s 
Collecting PyMySQL==1.0.2
  Downloading PyMySQL-1.0.2-py3-none-any.whl (43 kB)
     |████████████████████████████████| 43 kB 1.2 MB/s 
Collecting pyparsing==3.0.6
  Downloading pyparsing-3.0.6-py3-none-any.whl (97 kB)
     |████████████████████████████████| 97 kB 3.5 MB/s 
Collecting six==1.16.0
  Downloading six-1.16.0-py2.py3-none-any.whl (11 kB)
Collecting sqlparse==0.4.2
  Downloading sqlparse-0.4.2-py3-none-any.whl (42 kB)
     |████████████████████████████████| 42 kB 788 kB/s 
Collecting wrapt==1.13.3
  Downloading wrapt-1.13.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (84 kB)
     |████████████████████████████████| 84 kB 1.9 MB/s 
Requirement already satisfied: setuptools in /usr/lib/python3/dist-packages (from grpcio-tools==1.43.0->-r requirements.txt (line 6)) (45.2.0)
ERROR: launchpadlib 1.10.13 requires testresources, which is not installed.
Installing collected packages: six, grpcio, protobuf, grpcio-tools, pyparsing, packaging, wrapt, apache-skywalking, asgiref, backports.zoneinfo, sqlparse, Django, PyMySQL
  Attempting uninstall: six
    Found existing installation: six 1.14.0
    Not uninstalling six at /usr/lib/python3/dist-packages, outside environment /usr
    Can't uninstall 'six'. No files were found to uninstall.
  Attempting uninstall: grpcio
    Found existing installation: grpcio 1.70.0
    Uninstalling grpcio-1.70.0:
      Successfully uninstalled grpcio-1.70.0
  Attempting uninstall: protobuf
    Found existing installation: protobuf 5.29.6
    Uninstalling protobuf-5.29.6:
      Successfully uninstalled protobuf-5.29.6
  Attempting uninstall: grpcio-tools
    Found existing installation: grpcio-tools 1.70.0
    Uninstalling grpcio-tools-1.70.0:
      Successfully uninstalled grpcio-tools-1.70.0
  Attempting uninstall: pyparsing
    Found existing installation: pyparsing 2.4.6
    Not uninstalling pyparsing at /usr/lib/python3/dist-packages, outside environment /usr
    Can't uninstall 'pyparsing'. No files were found to uninstall.
  Attempting uninstall: packaging
    Found existing installation: packaging 20.3
    Not uninstalling packaging at /usr/lib/python3/dist-packages, outside environment /usr
    Can't uninstall 'packaging'. No files were found to uninstall.
  Attempting uninstall: wrapt
    Found existing installation: wrapt 2.0.1
    Uninstalling wrapt-2.0.1:
      Successfully uninstalled wrapt-2.0.1
  Attempting uninstall: apache-skywalking
    Found existing installation: apache-skywalking 1.2.0
    Uninstalling apache-skywalking-1.2.0:
      Successfully uninstalled apache-skywalking-1.2.0
Successfully installed Django-4.0.1 PyMySQL-1.0.2 apache-skywalking-0.7.0 asgiref-3.4.1 backports.zoneinfo-0.2.1 grpcio-1.43.0 grpcio-tools-1.43.0 packaging-21.3 protobuf-3.19.3 pyparsing-3.0.6 six-1.16.0 sqlparse-0.4.2 wrapt-1.13.3
root@python-agent:/apps/django-test#

上面安装依赖报错ERROR: launchpadlib 1.10.13 requires testresources, which is not installed.这个是系统缺少testresources 依赖的launchpadlib，不影响skywalking python agent的使用；当然也可以安装这个库，对应报错就没有了；如下

BASH 复制代码

root@python-agent:/apps/django-test# pip3 install launchpadlib
Requirement already satisfied: launchpadlib in /usr/lib/python3/dist-packages (1.10.13)
Requirement already satisfied: httplib2 in /usr/lib/python3/dist-packages (from launchpadlib) (0.14.0)
Requirement already satisfied: keyring in /usr/lib/python3/dist-packages (from launchpadlib) (18.0.1)
Requirement already satisfied: lazr.restfulclient>=0.9.19 in /usr/lib/python3/dist-packages (from launchpadlib) (0.14.2)
Requirement already satisfied: lazr.uri in /usr/lib/python3/dist-packages (from launchpadlib) (1.0.3)
Requirement already satisfied: setuptools in /usr/lib/python3/dist-packages (from launchpadlib) (45.2.0)
Requirement already satisfied: six in /usr/local/lib/python3.8/dist-packages (from launchpadlib) (1.16.0)
Collecting testresources
  Downloading testresources-2.0.2.tar.gz (45 kB)
     |████████████████████████████████| 45 kB 536 kB/s 
Requirement already satisfied: wadllib in /usr/lib/python3/dist-packages (from launchpadlib) (1.3.3)
Requirement already satisfied: secretstorage in /usr/lib/python3/dist-packages (from keyring->launchpadlib) (2.3.1)
Collecting pbr>=1.8
  Using cached pbr-7.0.3-py2.py3-none-any.whl (131 kB)
Building wheels for collected packages: testresources
  Building wheel for testresources (setup.py) ... done
  Created wheel for testresources: filename=testresources-2.0.2-py2.py3-none-any.whl size=34437 sha256=ecf3185c8798e029badbb75e18f52ebc1b10be373081ad89107c3d753e319ace
  Stored in directory: /root/.cache/pip/wheels/12/41/54/d918b0f2d0c8e9912563aad3a1792f33e36e83e2eedaf50a85
Successfully built testresources
Installing collected packages: pbr, testresources
Successfully installed pbr-7.0.3 testresources-2.0.2
root@python-agent:/apps/django-test# pip3 install -r requirements.txt 
Requirement already satisfied: apache-skywalking==0.7.0 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 1)) (0.7.0)
Requirement already satisfied: asgiref==3.4.1 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 2)) (3.4.1)
Requirement already satisfied: backports.zoneinfo==0.2.1 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 3)) (0.2.1)
Requirement already satisfied: Django==4.0.1 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 4)) (4.0.1)
Requirement already satisfied: grpcio==1.43.0 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 5)) (1.43.0)
Requirement already satisfied: grpcio-tools==1.43.0 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 6)) (1.43.0)
Requirement already satisfied: packaging==21.3 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 7)) (21.3)
Requirement already satisfied: protobuf==3.19.3 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 8)) (3.19.3)
Requirement already satisfied: PyMySQL==1.0.2 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 9)) (1.0.2)
Requirement already satisfied: pyparsing==3.0.6 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 10)) (3.0.6)
Requirement already satisfied: six==1.16.0 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 11)) (1.16.0)
Requirement already satisfied: sqlparse==0.4.2 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 12)) (0.4.2)
Requirement already satisfied: wrapt==1.13.3 in /usr/local/lib/python3.8/dist-packages (from -r requirements.txt (line 13)) (1.13.3)
Requirement already satisfied: setuptools in /usr/lib/python3/dist-packages (from grpcio-tools==1.43.0->-r requirements.txt (line 6)) (45.2.0)
root@python-agent:/apps/django-test#

创建django项目mysite

BASH 复制代码

root@python-agent:/apps/django-test# django-admin startproject mysite
CommandError: '/apps/django-test/mysite' already exists
root@python-agent:/apps/django-test# rm -rf mysite
root@python-agent:/apps/django-test# django-admin startproject mysite
root@python-agent:/apps/django-test# ls
bin  include  lib  mysite  pyvenv.cfg  requirements.txt
root@python-agent:/apps/django-test#

这里报错的原因是/apps/django-test/mysite 目录已经存在了，startproject 不能覆盖已有文件夹，直接报错。解决办法可以换个名称，或者删除对应文件夹，重新创建项目；

创建应用

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root@python-agent:/apps/django-test# cd mysite/
root@python-agent:/apps/django-test/mysite# python3 manage.py startapp myapp
root@python-agent:/apps/django-test/mysite#

初始化数据库

BASH 复制代码

root@python-agent:/apps/django-test/mysite# python3 manage.py makemigrations
No changes detected
root@python-agent:/apps/django-test/mysite# python3 manage.py migrate    
Operations to perform:
  Apply all migrations: admin, auth, contenttypes, sessions
Running migrations:
  Applying contenttypes.0001_initial... OK
  Applying auth.0001_initial... OK
  Applying admin.0001_initial... OK
  Applying admin.0002_logentry_remove_auto_add... OK
  Applying admin.0003_logentry_add_action_flag_choices... OK
  Applying contenttypes.0002_remove_content_type_name... OK
  Applying auth.0002_alter_permission_name_max_length... OK
  Applying auth.0003_alter_user_email_max_length... OK
  Applying auth.0004_alter_user_username_opts... OK
  Applying auth.0005_alter_user_last_login_null... OK
  Applying auth.0006_require_contenttypes_0002... OK
  Applying auth.0007_alter_validators_add_error_messages... OK
  Applying auth.0008_alter_user_username_max_length... OK
  Applying auth.0009_alter_user_last_name_max_length... OK
  Applying auth.0010_alter_group_name_max_length... OK
  Applying auth.0011_update_proxy_permissions... OK
  Applying auth.0012_alter_user_first_name_max_length... OK
  Applying sessions.0001_initial... OK
root@python-agent:/apps/django-test/mysite#

创建管理员，用于登录web控制台

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root@python-agent:/apps/django-test/mysite# python3 manage.py createsuperuser
Username (leave blank to use 'root'): root
Email address: 467697313@qq.com
Password: 
Password (again): 
This password is too short. It must contain at least 8 characters.
This password is too common.
Bypass password validation and create user anyway? [y/N]: y
Superuser created successfully.
root@python-agent:/apps/django-test/mysite#

配置skywarking环境变量

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root@python-agent:/apps/django-test/mysite# export SW_AGENT_NAME='python-app1'
root@python-agent:/apps/django-test/mysite# export SW_AGENT_NAMESAPCE='python-project'
root@python-agent:/apps/django-test/mysite# export SW_AGENT_COLLECTOR_BACKEND_SERVICES='192.168.112.72:11800'
root@python-agent:/apps/django-test/mysite#

修改访问配置

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root@python-agent:/apps/django-test/mysite# grep ALLOWED_HOSTS mysite/settings.py
ALLOWED_HOSTS = ["*",]
root@python-agent:/apps/django-test/mysite#

启动服务

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root@python-agent:/apps/django-test/mysite# sw-python -d run python3 manage.py runserver 192.168.112.80:80
skywalking-cli [DEBUG] Args received Namespace(command=['python3', 'manage.py', 'runserver', '192.168.112.80:80'], debug=True, option='run')
skywalking-cli [DEBUG] SkyWalking Python agent with CLI option 'run' and command ['python3', 'manage.py', 'runserver', '192.168.112.80:80']
skywalking-cli [DEBUG] SkyWalking Python agent `runner` received command ['python3', 'manage.py', 'runserver', '192.168.112.80:80']
skywalking-cli [DEBUG] Adding sitecustomize.py to PYTHONPATH
skywalking-cli [DEBUG] Updated PYTHONPATH - /usr/local/lib/python3.8/dist-packages/skywalking/bootstrap/loader
skywalking-cli [DEBUG] New process starting with file - `python3` args - `['python3', 'manage.py', 'runserver', '192.168.112.80:80']`
skywalking-loader [MainThread] [DEBUG] ---------------sitecustomize.py---------------
skywalking-loader [MainThread] [DEBUG] Successfully imported sitecustomize.py from `/usr/local/lib/python3.8/dist-packages/skywalking/bootstrap/loader/sitecustomize.py`
skywalking-loader [MainThread] [DEBUG] You are inside working dir - /apps/django-test/mysite
skywalking-loader [MainThread] [DEBUG] Using Python version - 3.8.10 (default, Mar 18 2025, 20:04:55) 
[GCC 9.4.0] 
skywalking-loader [MainThread] [DEBUG] Using executable at - /usr/bin/python3
skywalking-loader [MainThread] [DEBUG] System Base Python executable location /usr
skywalking-loader [MainThread] [DEBUG] Original sitecustomize module not found, skipping.
skywalking-loader [MainThread] [DEBUG] SkyWalking Python Agent starting, loader finished.
skywalking [MainThread] [WARNING] failed to install plugin sw_aiohttp
skywalking [MainThread] [WARNING] failed to install plugin sw_celery
skywalking [MainThread] [WARNING] failed to install plugin sw_elasticsearch
skywalking [MainThread] [WARNING] failed to install plugin sw_falcon
skywalking [MainThread] [WARNING] failed to install plugin sw_flask
skywalking [MainThread] [WARNING] failed to install plugin sw_kafka
skywalking [MainThread] [WARNING] failed to install plugin sw_psycopg2
skywalking [MainThread] [WARNING] failed to install plugin sw_pymongo
skywalking [MainThread] [WARNING] failed to install plugin sw_pyramid
skywalking [MainThread] [WARNING] failed to install plugin sw_rabbitmq
skywalking [MainThread] [WARNING] failed to install plugin sw_redis
skywalking [MainThread] [WARNING] failed to install plugin sw_sanic
skywalking [MainThread] [WARNING] failed to install plugin sw_tornado
skywalking-loader [MainThread] [DEBUG] ---------------sitecustomize.py---------------
skywalking-loader [MainThread] [DEBUG] Successfully imported sitecustomize.py from `/usr/local/lib/python3.8/dist-packages/skywalking/bootstrap/loader/sitecustomize.py`
skywalking-loader [MainThread] [DEBUG] You are inside working dir - /apps/django-test/mysite
skywalking-loader [MainThread] [DEBUG] Using Python version - 3.8.10 (default, Mar 18 2025, 20:04:55) 
[GCC 9.4.0] 
skywalking-loader [MainThread] [DEBUG] Using executable at - /usr/bin/python3
skywalking-loader [MainThread] [DEBUG] System Base Python executable location /usr
skywalking-loader [MainThread] [DEBUG] Original sitecustomize module not found, skipping.
skywalking-loader [MainThread] [DEBUG] SkyWalking Python Agent starting, loader finished.
skywalking [MainThread] [WARNING] failed to install plugin sw_aiohttp
skywalking [MainThread] [WARNING] failed to install plugin sw_celery
skywalking [MainThread] [WARNING] failed to install plugin sw_elasticsearch
skywalking [MainThread] [WARNING] failed to install plugin sw_falcon
skywalking [MainThread] [WARNING] failed to install plugin sw_flask
skywalking [MainThread] [WARNING] failed to install plugin sw_kafka
skywalking [MainThread] [WARNING] failed to install plugin sw_psycopg2
skywalking [MainThread] [WARNING] failed to install plugin sw_pymongo
skywalking [MainThread] [WARNING] failed to install plugin sw_pyramid
skywalking [MainThread] [WARNING] failed to install plugin sw_rabbitmq
skywalking [MainThread] [WARNING] failed to install plugin sw_redis
skywalking [MainThread] [WARNING] failed to install plugin sw_sanic
skywalking [MainThread] [WARNING] failed to install plugin sw_tornado
Watching for file changes with StatReloader
Performing system checks...

System check identified no issues (0 silenced).
August 17, 2026 - 14:35:11
Django version 4.0.1, using settings 'mysite.settings'
Starting development server at http://192.168.112.80:80/
Quit the server with CONTROL-C.

验证

登录管理页面

测试添加账户

验证skywalking界面

能够正常看到数据，表示python-agent工作正常；以上就是Python服务案例-基于Django项目追踪案例全部过程；

分布式链路追踪系统之skywalking 追踪案例

Java服务案例

基于tomcat运行Jenkins实现链路跟踪案例

安装jdk

部署Java agent

配置skywalking-agent参数

部署tomcat

下载并解压tomcat

配置tomcat

部署jenkins

上传Jenkins app并启动tomcat

验证

验证tomcat端口监听情况

验证jenkins web界面

验证skywalking 数据

dubbo微服务实现链路跟踪案例

微服务与单体服务架构

部署注册中心zookeeper

部署provider

部署consumer

部署dubboadmin

验证

访问consumer

验证skywalking数据

验证dubboadmin web界面

Python服务案例

基于Django项目追踪案例

安装SkyWalking Python agent

测试验证SkyWalking Python agent

上传Django项目

解压项目并安装依赖模块

创建django项目mysite

创建应用

初始化数据库

创建管理员，用于登录web控制台

配置skywarking环境变量

修改访问配置

启动服务

验证

登录管理页面

测试添加账户

验证skywalking界面