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牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构
来自机器之心

有没有一种更优雅的 DeBug 方式,以更简洁的信息快速帮我们找到代码的问题所在?

有的,它就是 VS Code 最新推出的可视化 DeBug,能以图的方式快速展示数据结构。

我们先看看效果,如下动图将断点设置为第 32 行定义双向链表,随后一行行运行代码就会在右图展现出对应的数据结构图。

牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构

这种可视化非常优雅,而且该工具也会根据数据结构以不同的方式展现,例如树形、表格、曲线和图等。如下动图展示几种不同的可视化方式:

牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构

效果上确实非常惊艳,它与之前的 DeBug 方式采用完全不同的展现形式。目前该 VS Code Debug Visualizer 在 JavaScript/TypeScript 上有比较好的效果,在 C#、Java 和 PHP 上也正在积极测试,其它语言也还都能用。

正确的使用姿势

安装此扩展程序后,使用命令 <Open a new Debug Visualizer View> 打开新的可视化视图。在此视图里,设置断点逐步执行后,表达式的执行与动态可视化都会展示在里面。右上角的刷新键可将当前的可视化工具视图弹出到新的浏览器窗口,同时还可以通过展开详细信息的窗口去选择数据提取器以及可视化调试器。

可视化调试器使用的是特定的 JSON 数据,相关支持的 JSON 数据模式可参考原 GitHub 项目。

当前的可视化表达式应该是作为 JSON 对象字符串来进行运算的,并与所支持的可视化调节器相匹配。而这个 JSON 字符串可能被单引号或者双引号所包含(也有可能没有引号),因此不能忽略转义符。

举一个案例:

对于 TypeScript/JavaScript 等语言,因为已经集成了数据抽取器,因此可以直接自动可视化。而其它没有数据抽取器的语言,就需要自定义数据结构与可视化器之间的关系了

多种可视化器皆可定制

该扩展还内置了其他可自定义的可视化调节器,尤其在 debug 时使用起来非常直观,可以根据面对不同的处理对象,可选择更易于理解的可视化方式。比如图表可视化,Plotly 可视化,Tree 可视化,网格可视化,文本可视化等等。在其种类非常丰富的同时,操作性也较为简便,效果非常直观,小编选取了几种类型作为案例:
牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构
Plotly 可视化

牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构
AST 可视化

在使用 AST 可视化还会呈现源代码,在选择其节点时,还会突出显示源代码中的跨度。

Python 怎么解?

我们读者最常用的就是 Python 语言,然而遗憾的是,Debug Visualizer 并不支持 Python 数据结构的自动可视化。不过,Python 开发者还是非常热情的,他们尝试手动添加自定义可视化功能。

牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构
项目维护者正在讨论添加对 Python 的支持。

那么如果要手动调用 Debug Visualizer,开发者在 Demo 中新提交了一个 Python 示例。我们需要以 JSON 格式来表示数据,并完成自定义可视化,注意该 JSON 需要满足 Debug Visualizer 的格式定义。

牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构

如果在循环语句中设置断点,那么就可以导入 json_graph 来可视化结果,如下所示为 10 个节点的可视化展示。

牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构

在 Reddit 社区上,也有很多开发者在讨论 Python 是不是能用,有没有更便捷的方式自动可视化 DeBug,而不是在 DeBug 前还需要手动先配置一番。

牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构

VS Code Debug Visualizer 确实非常酷,但支持 Python 的它会更有意思。现在不论是项目维护者还是其它开发者,都在关注这个问题,期待过一段时间它能完美支持 Python。

项目地址:https://github.com/hediet/vscode-debug-visualizer

参考链接:https://www.reddit.com/r/programming/comments/f88zom/i_made_an_extension_for_visual_debugging_in_vs/



牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构


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牛逼!实时可视化 Debug:VS Code 开源新工具,一键解析代码结构

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0, 0)" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" style="display: inline-block;clear: both;"><section data-brushtype="text" data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-style="padding: 18px 15px 20px 10px; color: rgb(86, 146, 214); text-align: center; letter-spacing: 1.5px; background-image: url('https://www.zkxjob.com/wp-content/uploads/2022/06/wxsync-2022-06-a2a8a5e1e58f30392066a170034ee027.png'); background-size: 100% 100%; background-repeat: no-repeat; overflow-wrap: break-word !important;" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" 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data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="display: flex;justify-content: center;align-items: center;"><section data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="margin-left: 2px;width: 20px;"></section><section data-brushtype="text" data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(51, 51, 51)" data-darkmode-original-color-15860613985508="rgb(51, 51, 51)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(51, 51, 51)" data-darkmode-original-color-15870356070738="rgb(51, 51, 51)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(51, 51, 51)" data-darkmode-original-color-15870356071023="rgb(51, 51, 51)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(51, 51, 51)" data-darkmode-original-color-15882384789136="rgb(51, 51, 51)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="font-size: 14px;color: rgb(51, 51, 51);text-align: left;"><span style="font-family: 楷体, 楷体_GB2312, SimKai;font-size: 15px;">点这里,获取新手福利</span></section><p><br  /></p></section></section></section></section></section></section>

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