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构建CI环境的metabase-docker-ci Docker镜像

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在这个文件信息中,我们可以提炼出以下IT知识点: 1. Docker技术基础: Docker是一种容器化平台,用于快速开发、交付和运行应用程序。它允许开发者将应用程序与应用程序的运行环境一起打包,形成称为容器的独立可移植包。与传统虚拟化相比,容器在资源利用上更为高效。 2. DockerHub应用: DockerHub是Docker的官方容器注册中心,允许用户存储和分发Docker镜像。开发者可以构建自己的镜像,并通过Dockerfile来定义镜像的构建步骤。DockerHub支持自动化构建,可以在用户推送代码到Git仓库时自动构建Docker镜像。 3. CI/CD与Docker的集成: 持续集成/持续部署(CI/CD)是现代软件开发中的一种实践,旨在频繁地将代码集成到共享仓库中。Docker因其高效的环境一致性保证,在CI/CD流程中非常受欢迎。它允许开发者在容器中创建与生产环境完全一致的环境,从而减少了“在我的机器上可以工作”的问题。 4. CircleCI的集成: CircleCI是一个持续集成和持续部署的服务,可以自动化测试和部署代码。在这个案例中,提到的“CircleCI Lein”可能是指使用了CircleCI来部署Leiningen(一个用于Clojure项目的自动化工具)的项目。在CI/CD流程中,Docker镜像可以被配置为在CircleCI中运行构建和测试。 5. 软件技术栈: - Clojure CLI:Clojure是一门现代的、功能强大的、Lisp风格的编程语言,而Clojure CLI是其命令行界面的工具,用于执行Clojure程序。 - Leiningen:是一个用于Clojure项目的构建工具,它简化了依赖管理和项目自动化任务。 - Node.js:一个基于Chrome V8引擎的JavaScript运行环境,非常适合于构建服务器端的Web应用。 - 浏览器自动化:提到的浏览器自动化可能是指在CI流程中需要测试基于浏览器的Web应用,因此需要Chrome、Firefox等浏览器环境,并且提到的Geckodriver是与Firefox浏览器配合使用的WebDriver,用于自动化测试。 6. 开发语言及工具链: - Java:在CI流程中使用的OpenJDK v11表明了Java开发环境的集成,说明CI流程可能涉及Java语言的编译和运行。 - 测试和部署:CI流程中通常会包括自动化测试和代码部署的步骤,确保代码质量和快速的反馈循环。 7. Dockerfile的作用与结构: Dockerfile是一个文本文件,包含了所有用于构建Docker镜像的命令。Docker按照Dockerfile中的指令顺序执行每一步,并创建最终的镜像。Dockerfile中可能会包含安装软件、设置环境变量、复制文件等命令。 8. 自动化构建和推送: 在DockerHub上,自动化构建意味着每当代码库有更新时,DockerHub可以自动触发构建流程,并创建新的Docker镜像。这使得开发者无需手动管理镜像的构建过程,大大提高了效率。 9. Metabase简介: Metabase是一个开源的数据分析和可视化工具,它允许用户轻松地查询数据库并创建图表和仪表板。Metabase具有直观的用户界面,使得非技术人员也能方便地进行数据分析。这个Docker镜像专为Metabase的CI流程定制,意味着它已经预装了运行Metabase所需的环境和依赖。 10. Docker Compose的可能应用: 虽然未在文件信息中直接提及,但通常在部署复杂应用(如Metabase加上所有相关依赖和服务)时,Docker Compose是一个有用的工具。Docker Compose允许用户通过一个YAML文件定义多个容器的应用,并在一个命令中启动或停止所有服务。 以上知识点覆盖了Docker基础、CI/CD流程、开发工具链、以及自动化构建等多个方面。这些知识点不仅涉及到了IT行业中的开发实践,也包括了如何优化工作流程以提高效率。

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[I 2025-07-14 08:43:19.216 LabApp] JupyterLab application directory is /usr/local/share/jupyter/lab [I 2025-07-14 08:43:19.216 LabApp] Extension Manager is 'pypi'. [I 2025-07-14 08:43:19.219 ServerApp] jupyterlab | extension was successfully loaded. [I 2025-07-14 08:43:19.222 ServerApp] notebook | extension was successfully loaded. [C 2025-07-14 08:43:19.224 ServerApp] Running as root is not recommended. Use --allow-root to bypass. 正在启动数据分析环境... 配置中文字体... 找到中文字体: /usr/share/fonts/truetype/wqy/wqy-zenhei.ttc 已清除缓存: fontlist-v330.json 中文字体配置完成! 启动Jupyter Lab... 访问地址: http://localhost:22001 Token: spacy2024 [I 2025-07-14 08:44:20.675 ServerApp] jupyter_lsp | extension was successfully linked. [I 2025-07-14 08:44:20.680 ServerApp] jupyter_server_terminals | extension was successfully linked. [W 2025-07-14 08:44:20.681 LabApp] 'ip' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'port' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'port' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'allow_root' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'token' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'password' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'allow_origin' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'allow_remote_access' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'notebook_dir' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'disable_check_xsrf' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.681 LabApp] 'contents_manager_class' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release. [W 2025-07-14 08:44:20.685 ServerApp] jupyterlab | error linking extension: The 'contents_manager_class' trait of <jupyter_server.serverapp.ServerApp object at 0x7fae37602ac0> instance must be a type, but 'notebook.services.contents.largefilemanager.LargeFileManager' could not be imported Traceback (most recent call last): File "/usr/local/lib/python3.9/site-packages/traitlets/traitlets.py", line 2139, in validate value = self._resolve_string(value) File "/usr/local/lib/python3.9/site-packages/traitlets/traitlets.py", line 2015, in _resolve_string return import_item(string) File "/usr/local/lib/python3.9/site-packages/traitlets/utils/importstring.py", line 33, in import_item module = __import__(package, fromlist=[obj]) ModuleNotFoundError: No module named 'notebook.services' The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/usr/local/lib/python3.9/site-packages/jupyter_server/extension/manager.py", line 381, in link_extension extension.link_all_points(self.serverapp) File "/usr/local/lib/python3.9/site-packages/jupyter_server/extension/manager.py", line 258, in link_all_points self.link_point(point_name, serverapp) File "/usr/local/lib/python3.9/site-packages/jupyter_server/extension/manager.py", line 243, in link_point point.link(serverapp) File "/usr/local/lib/python3.9/site-packages/jupyter_server/extension/manager.py", line 158, in link linker(serverapp) File "/usr/local/lib/python3.9/site-packages/jupyter_server/extension/application.py", line 412, in _link_jupyter_server_extension self.serverapp.update_config(self.config) File "/usr/local/lib/python3.9/site-packages/traitlets/config/configurable.py", line 244, in update_config self._load_config(config) File "/usr/local/lib/python3.9/site-packages/traitlets/config/configurable.py", line 193, in _load_config setattr(self, name, deepcopy(config_value)) File "/usr/local/lib/python3.9/site-packages/traitlets/traitlets.py", line 716, in __set__ self.set(obj, value) File "/usr/local/lib/python3.9/site-packages/traitlets/traitlets.py", line 690, in set new_value = self._validate(obj, value) File "/usr/local/lib/python3.9/site-packages/traitlets/traitlets.py", line 722, in _validate value = self.validate(obj, value) File "/usr/local/lib/python3.9/site-packages/traitlets/traitlets.py", line 2141, in validate raise TraitError( traitlets.traitlets.TraitError: The 'contents_manager_class' trait of <jupyter_server.serverapp.ServerApp object at 0x7fae37602ac0> instance must be a type, but 'notebook.services.contents.largefilemanager.LargeFileManager' could not be imported [I 2025-07-14 08:44:20.690 ServerApp] notebook | extension was successfully linked. [I 2025-07-14 08:44:20.872 ServerApp] notebook_shim | extension was successfully linked. [I 2025-07-14 08:44:20.888 ServerApp] notebook_shim | extension was successfully loaded. [I 2025-07-14 08:44:20.890 ServerApp] jupyter_lsp | extension was successfully loaded. [I 2025-07-14 08:44:20.891 ServerApp] jupyter_server_terminals | extension was successfully loaded. [I 2025-07-14 08:44:20.892 LabApp] JupyterLab extension loaded from /usr/local/lib/python3.9/site-packages/jupyterlab [I 2025-07-14 08:44:20.892 LabApp] JupyterLab application directory is /usr/local/share/jupyter/lab [I 2025-07-14 08:44:20.893 LabApp] Extension Manager is 'pypi'. [I 2025-07-14 08:44:20.896 ServerApp] jupyterlab | extension was successfully loaded. [I 2025-07-14 08:44:20.899 ServerApp] notebook | extension was successfully loaded. [C 2025-07-14 08:44:20.900 ServerApp] Running as root is not recommended. Use --allow-root to bypass. PS C:\Users\3090\Desktop\Docker\spacy-metabase-docker>

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