当前位置：首页 > news >正文

【AI开源大模型工具链ModelEngine】【01】应用框架-源码编译运行

news 来源：原创 2025/6/29 7:23:26

ModelEngine提供从数据处理、知识生成，到模型微调和部署，以及RAG（Retrieval Augmented Generation）应用开发的AI训推全流程工具链。

GitCode开源地址：https://gitcode.com/ModelEngine
Gitee开源地址：https://gitee.com/openeuler/modelengine
开源许可协议：MIT License

这篇文章从 ModelEngine编译环境构建开始验证，逐步介绍如何使用开源的 ModelEngine

Step1: 事前准备

操作系统：MacOS

(base) liumiao@liumiaodeMacBook-Pro modelengine % sw_vers
ProductName:		macOS
ProductVersion:		15.3.2
BuildVersion:		24D81
(base) liumiao@liumiaodeMacBook-Pro modelengine %

安装brew

(base) liumiao@liumiaodeMacBook-Pro modelengine % brew --version
Homebrew 4.4.25
(base) liumiao@liumiaodeMacBook-Pro modelengine %

安装jdk17

(base) liumiao@liumiaodeMacBook-Pro modelengine % brew install openjdk@17
==> Fetching dependencies for openjdk@17: glib, harfbuzz and xz
==> Fetching glib
...
==> openjdk@17
For the system Java wrappers to find this JDK, symlink it with
  sudo ln -sfn /usr/local/opt/openjdk@17/libexec/openjdk.jdk /Library/Java/JavaVirtualMachines/openjdk-17.jdk

openjdk@17 is keg-only, which means it was not symlinked into /usr/local,
because this is an alternate version of another formula.

If you need to have openjdk@17 first in your PATH, run:
  echo 'export PATH="/usr/local/opt/openjdk@17/bin:$PATH"' >> ~/.zshrc

For compilers to find openjdk@17 you may need to set:
  export CPPFLAGS="-I/usr/local/opt/openjdk@17/include"
(base) liumiao@liumiaodeMacBook-Pro modelengine %

配置zshrc文件，并确认java版本

(base) liumiao@liumiaodeMacBook-Pro modelengine % echo 'export PATH="/usr/local/opt/openjdk@17/bin:$PATH"' >> ~/.zshrc
(base) liumiao@liumiaodeMacBook-Pro modelengine % source ~/.zshrc
(base) liumiao@liumiaodeMacBook-Pro modelengine % java --version
openjdk 17.0.14 2025-01-21
OpenJDK Runtime Environment Homebrew (build 17.0.14+0)
OpenJDK 64-Bit Server VM Homebrew (build 17.0.14+0, mixed mode, sharing)
(base) liumiao@liumiaodeMacBook-Pro modelengine %

安装maven(3.9.9)

liumiaodeMacBook-Pro:local root# pwd
/usr/local
liumiaodeMacBook-Pro:local root# curl https://dlcdn.apache.org/maven/maven-3/3.9.9/binaries/apache-maven-3.9.9-bin.tar.gz -o maven3.9.9.tar.gz
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100 8889k  100 8889k    0     0  2684k      0  0:00:03  0:00:03 --:--:-- 2684k
liumiaodeMacBook-Pro:local root# tar xvpf maven3.9.9.tar.gz 
x apache-maven-3.9.9/README.txt
...

环境变量配置与mvn命令行确认

(base) liumiao@liumiaodeMacBook-Pro local % vi ~/.zshrc
(base) liumiao@liumiaodeMacBook-Pro local % tail -n2 ~/.zshrc
export M2_HOME=/usr/local/apache-maven-3.9.9
export PATH=$M2_HOME/bin:$PATH
(base) liumiao@liumiaodeMacBook-Pro local % source ~/.zshrc
(base) liumiao@liumiaodeMacBook-Pro local % mvn --version
Apache Maven 3.9.9 (8e8579a9e76f7d015ee5ec7bfcdc97d260186937)
Maven home: /usr/local/apache-maven-3.9.9
Java version: 17.0.14, vendor: Homebrew, runtime: /usr/local/Cellar/openjdk@17/17.0.14/libexec/openjdk.jdk/Contents/Home
Default locale: zh_CN_#Hans, platform encoding: UTF-8
OS name: "mac os x", version: "15.3.2", arch: "x86_64", family: "mac"
(base) liumiao@liumiaodeMacBook-Pro local %

Step 2: 构建

构建命令：mvn clean install

(base) liumiao@liumiaodeMacBook-Pro modelengine % ls
agent		app-platform	doc		fit-framework
(base) liumiao@liumiaodeMacBook-Pro modelengine % cd fit-framework 
(base) liumiao@liumiaodeMacBook-Pro fit-framework % ls
CONTRIBUTING.md			examples
CodeFormatterFromIdea.xml	framework
License.txt			git-hooks
README.md			pom.xml
docs
(base) liumiao@liumiaodeMacBook-Pro fit-framework % mvn clean install
[INFO] Scanning for projects...
Downloading from central: https://repo.maven.apache.org/maven2/org/springframework/boot/spring-boot-starter-parent/3.4.2/spring-boot-starter-parent-3.4.2.pom
...
[INFO] Reactor Summary:
[INFO] 
[INFO] fitframework-parent 3.6.0-SNAPSHOT ................. SUCCESS [  0.915 s]
[INFO] fit-protocol-nestable-jar 3.6.0-SNAPSHOT ........... SUCCESS [  7.835 s]
[INFO] fit-maven-plugin 3.6.0-SNAPSHOT .................... SUCCESS [  0.009 s]
[INFO] fit-dependency-maven-plugin 3.6.0-SNAPSHOT ......... SUCCESS [ 19.448 s]
[INFO] fit-util 3.6.0-SNAPSHOT ............................ SUCCESS [ 23.764 s]
[INFO] fit-api 3.6.0-SNAPSHOT ............................. SUCCESS [  9.935 s]
[INFO] fit-conf-parent 3.6.0-SNAPSHOT ..................... SUCCESS [  0.008 s]
[INFO] fit-conf 3.6.0-SNAPSHOT ............................ SUCCESS [  3.986 s]
[INFO] fit-ioc-parent 3.6.0-SNAPSHOT ...................... SUCCESS [  0.008 s]
[INFO] fit-ioc 3.6.0-SNAPSHOT ............................. SUCCESS [  7.981 s]
[INFO] fit-aop-parent 3.6.0-SNAPSHOT ...................... SUCCESS [  0.005 s]
[INFO] fit-aop 3.6.0-SNAPSHOT ............................. SUCCESS [  5.086 s]
[INFO] fit-plugin 3.6.0-SNAPSHOT .......................... SUCCESS [  4.074 s]
[INFO] fit-reactor 3.6.0-SNAPSHOT ......................... SUCCESS [  3.674 s]
[INFO] fit-builtin-parent 3.6.0-SNAPSHOT .................. SUCCESS [  0.005 s]
[INFO] fit-maven-plugin-util 3.6.0-SNAPSHOT ............... SUCCESS [  2.000 s]
[INFO] fit-build-maven-plugin 3.6.0-SNAPSHOT .............. SUCCESS [  6.143 s]
[INFO] fit-service-parent 3.6.0-SNAPSHOT .................. SUCCESS [  0.022 s]
[INFO] fit-http-protocol-parent 3.6.0-SNAPSHOT ............ SUCCESS [  0.005 s]
[INFO] fit-http-protocol 3.6.0-SNAPSHOT ................... SUCCESS [  3.758 s]
[INFO] fit-http-classic-parent 3.6.0-SNAPSHOT ............. SUCCESS [  0.005 s]
[INFO] fit-http-classic 3.6.0-SNAPSHOT .................... SUCCESS [ 11.581 s]
[INFO] fit-message-serializer-parent 3.6.0-SNAPSHOT ....... SUCCESS [  0.006 s]
[INFO] fit-message-serializer 3.6.0-SNAPSHOT .............. SUCCESS [  2.288 s]
[INFO] fit-server-parent 3.6.0-SNAPSHOT ................... SUCCESS [  0.005 s]
[INFO] fit-server 3.6.0-SNAPSHOT .......................... SUCCESS [  1.039 s]
[INFO] fit-service-registry-and-discovery-parent 3.6.0-SNAPSHOT SUCCESS [  0.006 s]
[INFO] fit-service-registry-and-discovery 3.6.0-SNAPSHOT .. SUCCESS [  1.601 s]
[INFO] fit-client-parent 3.6.0-SNAPSHOT ................... SUCCESS [  0.005 s]
[INFO] fit-client 3.6.0-SNAPSHOT .......................... SUCCESS [  1.293 s]
[INFO] fit-broker 3.6.0-SNAPSHOT .......................... SUCCESS [ 19.414 s]
[INFO] fit-conf-yaml 3.6.0-SNAPSHOT ....................... SUCCESS [  3.997 s]
[INFO] fit-runtime 3.6.0-SNAPSHOT ......................... SUCCESS [  4.406 s]
[INFO] fit-log-parent 3.6.0-SNAPSHOT ...................... SUCCESS [  0.004 s]
[INFO] fit-log-console 3.6.0-SNAPSHOT ..................... SUCCESS [  3.590 s]
[INFO] fit-starter-parent 3.6.0-SNAPSHOT .................. SUCCESS [  0.004 s]
[INFO] fit-starter 3.6.0-SNAPSHOT ......................... SUCCESS [  0.016 s]
[INFO] fit-plugin-parent 3.6.0-SNAPSHOT ................... SUCCESS [  0.010 s]
[INFO] fit-http-handler-registry 3.6.0-SNAPSHOT ........... SUCCESS [  6.390 s]
[INFO] fit-server-http 3.6.0-SNAPSHOT ..................... SUCCESS [  2.449 s]
[INFO] fit-security-parent 3.6.0-SNAPSHOT ................. SUCCESS [  0.004 s]
[INFO] fit-security 3.6.0-SNAPSHOT ........................ SUCCESS [  4.310 s]
[INFO] fit-http-server-netty 3.6.0-SNAPSHOT ............... SUCCESS [ 13.010 s]
[INFO] fit-test-parent 3.6.0-SNAPSHOT ..................... SUCCESS [  0.004 s]
[INFO] fit-service-test-util 3.6.0-SNAPSHOT ............... SUCCESS [  1.109 s]
[INFO] fit-message-serializer-test 3.6.0-SNAPSHOT ......... SUCCESS [  1.333 s]
[INFO] fit-value-fastjson 3.6.0-SNAPSHOT .................. SUCCESS [  2.977 s]
[INFO] fit-message-serializer-json-jackson 3.6.0-SNAPSHOT . SUCCESS [  4.017 s]
[INFO] fit-starter-web 3.6.0-SNAPSHOT ..................... SUCCESS [  0.004 s]
[INFO] fit-plugins-starter-web 3.6.0-SNAPSHOT ............. SUCCESS [  0.017 s]
[INFO] fit-http-client-okhttp 3.6.0-SNAPSHOT .............. SUCCESS [  6.091 s]
[INFO] fel-parent 1.0.0-SNAPSHOT .......................... SUCCESS [  0.128 s]
[INFO] fel-core 1.0.0-SNAPSHOT ............................ SUCCESS [  7.477 s]
[INFO] fel-community-parent 1.0.0-SNAPSHOT ................ SUCCESS [  0.003 s]
[INFO] fel-model-openai-plugin 1.0.0-SNAPSHOT ............. SUCCESS [  2.352 s]
[INFO] fel-example-parent 1.0.0-SNAPSHOT .................. SUCCESS [  0.003 s]
[INFO] chat-model-example 1.0.0-SNAPSHOT .................. SUCCESS [  5.044 s]
[INFO] chat-template-example 1.0.0-SNAPSHOT ............... SUCCESS [  0.537 s]
[INFO] chat-memory-example 1.0.0-SNAPSHOT ................. SUCCESS [  0.527 s]
[INFO] output-parser-example 1.0.0-SNAPSHOT ............... SUCCESS [  0.527 s]
[INFO] fel-services-parent 1.0.0-SNAPSHOT ................. SUCCESS [  0.003 s]
[INFO] tool-service 1.0.0-SNAPSHOT ........................ SUCCESS [  7.615 s]
[INFO] waterflow-parent 1.0.0-SNAPSHOT .................... SUCCESS [  0.004 s]
[INFO] waterflow-genericable 1.0.0-SNAPSHOT ............... SUCCESS [  0.054 s]
[INFO] waterflow-core 1.0.0-SNAPSHOT ...................... SUCCESS [ 20.682 s]
[INFO] waterflow-bridge-fit-reactor 1.0.0-SNAPSHOT ........ SUCCESS [  2.571 s]
[INFO] fel-flow 1.0.0-SNAPSHOT ............................ SUCCESS [  3.559 s]
[INFO] retrieval-example 1.0.0-SNAPSHOT ................... SUCCESS [  0.618 s]
[INFO] fel-plugin-parent 1.0.0-SNAPSHOT ................... SUCCESS [  0.003 s]
[INFO] fel-tool-discoverer 1.0.0-SNAPSHOT ................. SUCCESS [  3.391 s]
[INFO] fel-tool-executor 1.0.0-SNAPSHOT ................... SUCCESS [  3.569 s]
[INFO] fel-tool-factory-repository 1.0.0-SNAPSHOT ......... SUCCESS [  0.110 s]
[INFO] fel-tool-repository-simple 1.0.0-SNAPSHOT .......... SUCCESS [  0.103 s]
[INFO] fel-maven-plugin-parent 1.0.0-SNAPSHOT ............. SUCCESS [  0.003 s]
[INFO] tool-maven-plugin 1.0.0-SNAPSHOT ................... SUCCESS [  3.266 s]
[INFO] agent-example 1.0.0-SNAPSHOT ....................... SUCCESS [  0.864 s]
[INFO] simple-web-app 1.0-SNAPSHOT ........................ SUCCESS [  0.475 s]
[INFO] weather-for-static 1.0-SNAPSHOT .................... SUCCESS [  0.026 s]
[INFO] default-weather-for-static 1.0-SNAPSHOT ............ SUCCESS [  0.042 s]
[INFO] assistant-for-static 1.0-SNAPSHOT .................. SUCCESS [  0.498 s]
[INFO] other-weather-for-static 1.0-SNAPSHOT .............. SUCCESS [  0.040 s]
[INFO] static-plugin 1.0-SNAPSHOT ......................... SUCCESS [  0.003 s]
[INFO] fit-services-starter-web 3.6.0-SNAPSHOT ............ SUCCESS [  0.012 s]
[INFO] weather-for-dynamic 1.0-SNAPSHOT ................... SUCCESS [  0.027 s]
[INFO] assistant-for-dynamic 1.0-SNAPSHOT ................. SUCCESS [  0.059 s]
[INFO] default-weather-for-dynamic 1.0-SNAPSHOT ........... SUCCESS [  0.039 s]
[INFO] other-weather-for-dynamic 1.0-SNAPSHOT ............. SUCCESS [  0.038 s]
[INFO] dynamic-plugin 1.0-SNAPSHOT ........................ SUCCESS [  0.002 s]
[INFO] weather-for-complicated 1.0-SNAPSHOT ............... SUCCESS [  0.029 s]
[INFO] fit-client-http 3.6.0-SNAPSHOT ..................... SUCCESS [  4.374 s]
[INFO] fit-heartbeat-parent 3.6.0-SNAPSHOT ................ SUCCESS [  0.005 s]
[INFO] fit-heartbeat 3.6.0-SNAPSHOT ....................... SUCCESS [  1.075 s]
[INFO] fit-heartbeat-client 3.6.0-SNAPSHOT ................ SUCCESS [  3.959 s]
[INFO] fit-service-registry 3.6.0-SNAPSHOT ................ SUCCESS [  7.452 s]
[INFO] fit-service-discovery 3.6.0-SNAPSHOT ............... SUCCESS [  4.245 s]
[INFO] fit-service-coordination-locator 3.6.0-SNAPSHOT .... SUCCESS [  1.147 s]
[INFO] assistant-for-complicated 1.0-SNAPSHOT ............. SUCCESS [  0.511 s]
[INFO] default-weather-for-complicated 1.0-SNAPSHOT ....... SUCCESS [  0.546 s]
[INFO] fit-service-coordination-simple 3.6.0-SNAPSHOT ..... SUCCESS [  3.695 s]
[INFO] registry-center-for-complicated 1.0-SNAPSHOT ....... SUCCESS [  0.499 s]
[INFO] complicated-apps 1.0-SNAPSHOT ...................... SUCCESS [  0.003 s]
[INFO] aop-log 1.0-SNAPSHOT ............................... SUCCESS [  0.003 s]
[INFO] aop-log-plugins 1.0-SNAPSHOT ....................... SUCCESS [  0.002 s]
[INFO] plugin-simple-mvc 1.0-SNAPSHOT ..................... SUCCESS [  0.067 s]
[INFO] plugin-log 1.0-SNAPSHOT ............................ SUCCESS [  0.039 s]
[INFO] fit-aop-bytebuddy 3.6.0-SNAPSHOT ................... SUCCESS [  3.705 s]
[INFO] fit-dynamic-plugin-directory 3.6.0-SNAPSHOT ........ SUCCESS [  1.171 s]
[INFO] fit-spring-boot-starter 3.6.0-SNAPSHOT ............. SUCCESS [ 13.361 s]
[INFO] weather-for-spring 1.0-SNAPSHOT .................... SUCCESS [  0.037 s]
[INFO] demo-spring-app 1.0-SNAPSHOT ....................... SUCCESS [  9.785 s]
[INFO] default-weather-for-spring 1.0-SNAPSHOT ............ SUCCESS [  0.041 s]
[INFO] spring-boot-starter 1.0-SNAPSHOT ................... SUCCESS [  0.003 s]
[INFO] fit-example-parent 1.0.0-SNAPSHOT .................. SUCCESS [  0.002 s]
[INFO] parent 1.0.0-SNAPSHOT .............................. SUCCESS [  0.005 s]
[INFO] example-parent 1.0.0-SNAPSHOT ...................... SUCCESS [  0.003 s]
[INFO] fit-aop-aspect 3.6.0-SNAPSHOT ...................... SUCCESS [  5.800 s]
[INFO] fit-actuator 3.6.0-SNAPSHOT ........................ SUCCESS [  4.348 s]
[INFO] fit-dynamic-plugin-mvn 3.6.0-SNAPSHOT .............. SUCCESS [  1.240 s]
[INFO] fit-http-openapi3-swagger 3.6.0-SNAPSHOT ........... SUCCESS [  4.620 s]
[INFO] fit-logger 3.6.0-SNAPSHOT .......................... SUCCESS [  2.353 s]
[INFO] fit-message-serializer-cbor 3.6.0-SNAPSHOT ......... SUCCESS [  3.162 s]
[INFO] fit-data-repository-service-parent 3.6.0-SNAPSHOT .. SUCCESS [  0.005 s]
[INFO] fit-data-repository-service 3.6.0-SNAPSHOT ......... SUCCESS [  1.295 s]
[INFO] fit-dependency 3.6.0-SNAPSHOT ...................... SUCCESS [  0.004 s]
[INFO] fit-extension-parent 3.6.0-SNAPSHOT ................ SUCCESS [  0.004 s]
[INFO] fit-retry 3.6.0-SNAPSHOT ........................... SUCCESS [  4.367 s]
[INFO] fit-schedule 3.6.0-SNAPSHOT ........................ SUCCESS [  1.167 s]
[INFO] fit-transaction 3.6.0-SNAPSHOT ..................... SUCCESS [  7.365 s]
[INFO] fit-test-framework 3.6.0-SNAPSHOT .................. SUCCESS [  7.947 s]
[INFO] fit-validation 3.6.0-SNAPSHOT ...................... SUCCESS [  8.582 s]
[INFO] fit-validation-hibernate 3.6.0-SNAPSHOT ............ SUCCESS [  6.101 s]
[INFO] fit-discrete-launcher 3.6.0-SNAPSHOT ............... SUCCESS [  1.489 s]
[INFO] fit-log-log4j2 3.6.0-SNAPSHOT ...................... SUCCESS [  1.383 s]
[INFO] fit-http-starter 3.6.0-SNAPSHOT .................... SUCCESS [  0.026 s]
[INFO] integration-parent 3.6.0-SNAPSHOT .................. SUCCESS [  0.005 s]
[INFO] fit-druid 3.6.0-SNAPSHOT ........................... SUCCESS [  5.808 s]
[INFO] fit-mybatis-common 3.6.0-SNAPSHOT .................. SUCCESS [  4.647 s]
[INFO] fit-mybatis 3.6.0-SNAPSHOT ......................... SUCCESS [  4.651 s]
[INFO] jacoco-aggregator 3.6.0-SNAPSHOT ................... SUCCESS [  2.750 s]
[INFO] OhScript 0.0.3.6-SNAPSHOT .......................... SUCCESS [ 27.548 s]
[INFO] waterflow-dependency 1.0.0-SNAPSHOT ................ SUCCESS [  0.005 s]
[INFO] framework-parent 1.0.0-SNAPSHOT .................... SUCCESS [  0.007 s]
[INFO] ------------------------------------------------------------------------
[INFO] BUILD SUCCESS
[INFO] ------------------------------------------------------------------------
[INFO] Total time:  06:57 min
[INFO] Finished at: 2025-04-08T16:50:32+08:00
[INFO] ------------------------------------------------------------------------
(base) liumiao@liumiaodeMacBook-Pro fit-framework %

代码总量

(base) liumiao@liumiaodeMacBook-Pro fit-framework % pwd
/Users/liumiao/liumiaocn/modelengine/fit-framework
(base) liumiao@liumiaodeMacBook-Pro fit-framework % cloc .
   17356 text files.
   15877 unique files.                                          
    6525 files ignored.

github.com/AlDanial/cloc v 2.04  T=15.20 s (1044.6 files/s, 93579.1 lines/s)
--------------------------------------------------------------------------------
Language                      files          blank        comment           code
--------------------------------------------------------------------------------
HTML                           8898          15435          24878         890079
Java                           2746          29536          79718         147654
XML                            1450             18             17          89051
JavaScript                      411           5092          10004          36985
JSX                             255           2276           6542          18723
Markdown                         96           4853             50          16701
Text                           1439              9              0           9456
Python                          140           2929           2978           9044
Maven                           142            754            294           8740
CSS                              37            470            252           3443
CSV                               2              0              0           1784
JSON                             20              1              0           1781
SVG                              72              0              0           1175
YAML                             56             32             23           1050
Properties                      107              0              4            349
Bourne Again Shell                1              9              8             57
Bourne Shell                      2              9              6             29
SQL                               1              0              0              7
DOS Batch                         1              0              0              2
DTD                               1              0              0              2
--------------------------------------------------------------------------------
SUM:                          15877          61423         124774        1236112
--------------------------------------------------------------------------------
(base) liumiao@liumiaodeMacBook-Pro fit-framework %

Step 3: 运行验证

设定可执行文件权限

(base) liumiao@liumiaodeMacBook-Pro fit-framework % cd framework/fit/java/target
(base) liumiao@liumiaodeMacBook-Pro target % ls
bin
conf
fit-discrete-launcher-3.6.0-SNAPSHOT.jar
lib
plugins
shared
third-party
(base) liumiao@liumiaodeMacBook-Pro target % chmod 755 bin/fit
(base) liumiao@liumiaodeMacBook-Pro target %

执行并确认结果输出

(base) liumiao@liumiaodeMacBook-Pro target % cd bin
(base) liumiao@liumiaodeMacBook-Pro bin % ls
fit	fit.bat
(base) liumiao@liumiaodeMacBook-Pro bin % ./fit start
Running command: java -D"sun.io.useCanonCaches=true" -D"plugin.fit.dynamic.plugin.directory=/Users/liumiao/liumiaocn/modelengine/fit-framework/framework/fit/java/target/bin" -jar fit-discrete-launcher-3.6.0-SNAPSHOT.jar
[2025-04-08 23:42:01.139] [INFO ] [main] [modelengine.fitframework.runtime.discrete.DiscreteFitRuntime] Prepare to start FIT application... [version=3.6.0-SNAPSHOT]
[2025-04-08 23:42:04.169] [INFO ] [main] [modelengine.fel.tool.support.DefaultToolFactoryRepository] Register factory[type=FIT] success.
[2025-04-08 23:42:04.171] [INFO ] [main] [modelengine.fel.tool.support.DefaultToolFactoryRepository] Register factory[type=HTTP] success.
[2025-04-08 23:42:04.702] [INFO ] [main] [modelengine.fit.http.server.handler.ReflectibleHttpHandlerRegistry] Register http handler group successfully. [group=modelengine.fit.actuator.ActuatorController]
[2025-04-08 23:42:04.944] [INFO ] [main] [modelengine.fit.http.server.handler.ReflectibleHttpHandlerRegistry] Register http handler group successfully. [group=modelengine.fit.http.openapi3.swagger.DocumentController]
[2025-04-08 23:42:05.085] [INFO ] [main] [modelengine.fit.http.server.handler.ReflectibleHttpHandlerRegistry] Register http handler group successfully. [group=modelengine.fit.service.RegistryListener]
[2025-04-08 23:42:05.095] [INFO ] [main] [modelengine.fit.http.server.handler.ReflectibleHttpHandlerRegistry] Register http handler group successfully. [group=modelengine.fit.http.server.handler.StaticResourceHttpHandler]
[2025-04-08 23:42:05.096] [INFO ] [main] [modelengine.fit.http.server.handler.ReflectibleHttpHandlerRegistry] Register http handler group successfully. [group=modelengine.fit.http.server.handler.OptionsHttpHandler]
[2025-04-08 23:42:05.144] [INFO ] [main] [modelengine.fit.http.server.handler.ReflectibleHttpHandlerRegistry] Register http handler group successfully. [group=modelengine.fit.log.LoggerController]
[2025-04-08 23:42:05.182] [INFO ] [main] [modelengine.fit.http.server.handler.ReflectibleHttpHandlerRegistry] Register http handler group successfully. [group=modelengine.fit.service.CheckController]
[2025-04-08 23:42:05.384] [INFO ] [main] [modelengine.fitframework.runtime.discrete.DiscreteFitRuntime] FIT application started. [version=3.6.0-SNAPSHOT]
[2025-04-08 23:42:05.404] [INFO ] [registry-client-thread-0] [modelengine.fit.service.RegistryClient] Register fitables successfully. All fitable services are ready.
[2025-04-08 23:42:05.723] [INFO ] [netty-http-server-thread-0] [modelengine.fit.http.server.netty.NettyHttpClassicServer] Start netty http server successfully. [httpPort=8080]