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https://ambari.apache.org/zh-Hans/docs/3.1.0/ambari-dev/running-tests
skip 跳过 Apache RAT。功能测试和 UI 测试开关各有独立作用域。应记录每一项跳过设置；不要改用未声明的 skipJavaTests 属性或不存在的集成测试构建配置。报告位置见单元测试报告。
https://ambari.apache.org/zh-Hans/docs/3.1.0/release-notes
Python Wheel 仓库仅包含 Python 制品；如需完全离线构建，还必须分别准备 Maven、npm 和监控组件下载所需的缓存或镜像。
Stack 集成：新增 HBase Thrift 组件支持，更新 BIGTOP 3
https://ambari.apache.org/zh-Hans/docs/3.1.0/frontend/customizing-react-ui
选择扩展边界
Server 必须是权限判断和变更操作的最终依据。
环境要求与基线
使用当前 Ambari trunk 源码和其中声明的工具链。3.1 基线使用 JDK 17、Maven 3.9.x、Node 22.23.1 和 npm 10.9.
https://ambari.apache.org/docs/3.1.0/ambari-dev/admin-view-ambari-admin-development
The Maven ambari-admin module uses the configured Node/npm toolchain, runs the Admin React build, and copies the resulting dist output into target/classes/latest for packaging
https://ambari.apache.org/docs/3.1.0/ambari-dev/developer-tools
Developer Tools
Ambari development uses standard Git, Maven, Java, Python, and Node.js tooling. Select tools that can reproduce the repository’s configured versions and preserve the project’s checks.
Source Control
Use one branch for
https://ambari.apache.org/docs/3.1.0/ambari-dev/building-from-source
Install Node 22 and npm for the React applications, plus rpmbuild/rpm-build, a C++ compiler, and the platform libraries described in the Java dependencies and Python runtime guides
https://ambari.apache.org/zh-Hans/docs/3.1.0/ambari-dev/admin-view-ambari-admin-development
应用边界
由 Ambari 托管的 Views 仍是服务器提供的应用。Admin React 构建不会吸收 View 软件包，也不会替换其 iframe 资源。
本地开发
在 Admin 应用目录中安装依赖并使用其 package
https://ambari.apache.org/zh-Hans/docs/3.1.0/ambari-dev/
源代码和模块
工具链
Ambari 3.1 使用 JDK 17 和 Maven 3.9.x 构建。打包的 Agent 和 Server Python 运行时目标为 Linux x86_64 上的 CPython 3.9（cp39）；该打包目标不同于运行构建辅助程序的 Python
https://ambari.apache.org/docs/3.1.0/platform/rpm-packaging
Maven, Node/npm, and provider downloads need their own caches or mirrors for a fully offline build
https://ambari.apache.org/zh-Hans/docs/3.1.0/frontend/react-ui
React 功能。
构建和部署
Maven 的 ambari-web 模块使用配置的 Node/npm 工具链，从 ambari-web/latest 构建主要 React 应用并写入 latest/dist；Maven 会将该输出复制到服务器 Web UI 构件中。独立的 ambari-admin 模块从 src/main/resources/ui/ambari-admin 构建 Admin React
https://ambari.apache.org/docs/3.1.0/quick-start/installation-guide
Maven and Node/npm are build-host tools, not prerequisites on every runtime host