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终结 Python 原生字典？这个库要逆天改命了


字典是 Python 中基础的数据结构之一，字典的使用，可以说是非常的简单粗暴，但即便是这样一个与世无争的数据结构，仍然有很多人 "看不惯它" 。
也许你并不觉得，但我相信，你看了这篇文章后，一定会和我一样，对原生字典开始有了偏见。
我举个简单的例子吧
当你想访问字典中的某个 key 时，你需要使用字典特定的访问方式，而这种方式需要你键入 一对中括号 还有 一对引号
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> profile = dict(name=<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"iswbm"</span>)<br  />>>> profile<br  />{<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>}<br  />>>> profile[<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"name"</span>]<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span><br  /></section>
是不是开始觉得忍无可忍了？
如果可以像调用对象属性一样使用 . 去访问 key 就好了，可以省去很多多余的键盘击入，就像这样子
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> profile.name<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span><br  /></section>
是的，今天这篇文章就是跟大家分享一种可以直接使用 . 访问和操作字典的一个黑魔法库 -- munch。

1. 安装方法

使用如下命令进行安装
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;"><span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">$</span><span style="font-size: inherit;color: inherit;line-height: inherit;overflow-wrap: inherit !important;word-break: inherit !important;"> python -m pip install munch</span><br  /></section>

2. 简单示例

munch 有一个 Munch 类，它继承自原生字典，使用 isinstance 可以验证
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">from</span> munch <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">import</span> Munch<br  />>>> profile = Munch()<br  />>>> isinstance(profile, dict)<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">True</span><br  />>>><br  /></section>
并实现了点式赋值与访问，profile.name 与 profile['name'] 是等价的
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> profile.name = <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"iswbm"</span><br  />>>> profile.age = <span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">18</span><br  />>>> profile<br  />Munch({<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'age'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">18</span>})<br  />>>><br  />>>> profile.name<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span><br  />>>> profile[<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"name"</span>]<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span><br  /></section>

3. 兼容字典的所有操作

本身 Munch 继承自 dict，dict 的操作也同样适用于 Munch 对象，不妨再来验证下
首先是：增删改查
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;"><span style="font-size: inherit;line-height: inherit;color: rgb(150, 152, 150);overflow-wrap: inherit !important;word-break: inherit !important;"># 新增元素</span><br  />>>> profile[<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"gender"</span>] = <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"male"</span><br  />>>> profile<br  />Munch({<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'age'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">18</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'gender'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'male'</span>})<br  /><br  /><span style="font-size: inherit;line-height: inherit;color: rgb(150, 152, 150);overflow-wrap: inherit !important;word-break: inherit !important;"># 修改元素</span><br  />>>> profile[<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"gender"</span>] = <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"female"</span><br  />>>> profile<br  />Munch({<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'age'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">18</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'gender'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'female'</span>})<br  /><br  /><span style="font-size: inherit;line-height: inherit;color: rgb(150, 152, 150);overflow-wrap: inherit !important;word-break: inherit !important;"># 删除元素</span><br  />>>> profile.pop(<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"gender"</span>)<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'female'</span><br  />>>> profile<br  />Munch({<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'age'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">18</span>})<br  />>>><br  />>>> <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">del</span> profile[<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"age"</span>]<br  />>>> profile<br  />Munch({<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>})<br  /></section>
再者是：一些常用方法
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> profile.keys()<br  />dict_keys([<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>])<br  />>>><br  />>>> profile.values()<br  />dict_values([<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>])<br  />>>><br  />>>> profile.get(<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>)<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span><br  />>>> profile.setdefault(<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'gender'</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'male'</span>)<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'male'</span><br  />>>> profile<br  />Munch({<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'gender'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'male'</span>})<br  /></section>

4. 设置返回默认值

当访问一个字典中不存在的 key 时，会报 KeyError 的错误
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> profile = {}<br  />>>> profile[<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"name"</span>]<br  />Traceback (most recent call last):<br  />  File <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"<stdin>"</span>, line <span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">1</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">in</span> <module><br  />KeyError: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span><br  /></section>
对于这种情况，通常我们会使用 get 来规避
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> profile = {}<br  />>>> profile.get(<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"name"</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"undefined"</span>)<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'undefined'</span><br  /></section>
当然你在 munch 中仍然可以这么用，不过还有一种更好的方法：使用 DefaultMunch，它会在你访问不存在的 key 时，给你返回一个设定好的默认值
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">from</span> munch <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">import</span> DefaultMunch<br  />>>> profile = DefaultMunch(<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"undefined"</span>, {<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"name"</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">"iswbm"</span>})<br  />>>> profile<br  />DefaultMunch(<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'undefined'</span>, {<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>})<br  />>>> profile.age<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'undefined'</span><br  />>>> profile<br  />DefaultMunch(<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'undefined'</span>, {<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>})<br  /></section>

5. 工厂函数自动创建key

上面使用 DefaultMunch 仅当你访问不存在的 key 是返回一个默认值，但这个行为并不会修改原 munch 对象的任何内容。
若你想访问不存在的 key 时，自动触发给原 munch 中新增你想要访问的 key ，并为其设置一个默认值，可以试一下 DefaultFactoryMunch 传入一个工厂函数。
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">from</span> munch <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">import</span> DefaultFactoryMunch<br  />>>> profile = DefaultFactoryMunch(list, name=<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>)<br  />>>> profile<br  />DefaultFactoryMunch(list, {<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>})<br  />>>><br  />>>> profile.brothers<br  />[]<br  />>>> profile<br  />DefaultFactoryMunch(list, {<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'name'</span>: <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'iswbm'</span>, <span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'brothers'</span>: []})<br  /></section>

6. 序列化的支持

Munch 支持序列化为 JSON 或者 YAML 格式的字符串对象
转换成 JSON
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">from</span> munch <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">import</span> Munch<br  />>>> munch_obj = Munch(foo=Munch(lol=<span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">True</span>), bar=<span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">100</span>, msg=<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'hello'</span>)<br  />>>><br  />>>> <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">import</span> json<br  />>>> json.dumps(munch_obj)<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'{"foo": {"lol": true}, "bar": 100, "msg": "hello"}'</span><br  /></section>
转换成 YAML
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">from</span> munch <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">import</span> Munch<br  />>>> munch_obj = Munch(foo=Munch(lol=<span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">True</span>), bar=<span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">100</span>, msg=<span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'hello'</span>)<br  />>>> <span style="font-size: inherit;line-height: inherit;color: rgb(178, 148, 187);overflow-wrap: inherit !important;word-break: inherit !important;">import</span> yaml<br  />>>> yaml.dump(munch_obj)<br  /><span style="font-size: inherit;line-height: inherit;color: rgb(181, 189, 104);overflow-wrap: inherit !important;word-break: inherit !important;">'!munch.Munchnbar: 100nfoo: !munch.Munchn  lol: truenmsg: hellon'</span><br  />>>><br  />>>> print(yaml.dump(munch_obj))<br  />!munch.Munch<br  />bar: <span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">100</span><br  />foo: !munch.Munch<br  />  lol: true<br  />msg: hello<br  /><br  />>>><br  /></section>
建议使用 safe_dump 去掉 !munch.Munch
<section style="line-height: 18px;font-size: 14px;letter-spacing: 0px;font-family: Consolas, Inconsolata, Courier, monospace;border-radius: 5px;background: rgb(29, 31, 33);color: rgb(197, 200, 198);padding: 0.5em;margin-left: 8px;margin-right: 8px;overflow-wrap: normal !important;word-break: normal !important;overflow: auto !important;display: -webkit-box !important;">>>> print(yaml.safe_dump(munch_obj))<br  />bar: <span style="font-size: inherit;line-height: inherit;color: rgb(222, 147, 95);overflow-wrap: inherit !important;word-break: inherit !important;">100</span><br  />foo:<br  />  lol: true<br  />msg: hello<br  /></section>


以上就是关于 munch 的使用全解，替换原生字典绝无问题，munch 的进一步封装使得数据的访问及操作更得更加 Pythonic 了，希望有一天这个特性能够体现在原生的字典上。




<pre data-darkmode-bgcolor="rgb(36, 36, 36)" data-style="background-color: rgb(255, 255, 255); color: rgba(230, 230, 230, 0.9); letter-spacing: 0.544px; text-size-adjust: auto; font-size: 16px; text-align: center; word-spacing: 1.6px;" data-darkmode-color="rgba(230, 230, 230, 0.9)" data-darkmode-original-color="rgba(230, 230, 230, 0.9)" data-darkmode-original-bgcolor="rgb(255, 255, 255)" data-darkmode-bgcolor-15862411819306="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15862411819306="rgb(255, 255, 255)" data-darkmode-color-15862411819306="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15862411819306="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-15862671987026="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15862671987026="rgb(255, 255, 255)" data-darkmode-color-15862671987026="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15862671987026="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-15864118999603="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15864118999603="rgb(255, 255, 255)" data-darkmode-color-15864118999603="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15864118999603="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-15864940858736="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15864940858736="rgb(255, 255, 255)" data-darkmode-color-15864940858736="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15864940858736="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-15869584691402="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15869584691402="rgb(255, 255, 255)" data-darkmode-color-15869584691402="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15869584691402="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-15869584691739="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15869584691739="rgb(255, 255, 255)" data-darkmode-color-15869584691739="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15869584691739="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-15873005456075="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15873005456075="rgb(255, 255, 255)" data-darkmode-color-15873005456075="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15873005456075="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-15873005456615="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15873005456615="rgb(255, 255, 255)" data-darkmode-color-15873005456615="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15873005456615="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-15886839320558="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15886839320558="rgb(255, 255, 255)" data-darkmode-color-15886839320558="rgba(230, 230, 230, 0.9)" data-darkmode-original-color-15886839320558="rgba(230, 230, 230, 0.9)" data-darkmode-color-159923607914210="rgba(163, 163, 163, 0.9)" data-darkmode-original-color-159923607914210="rgba(230, 230, 230, 0.9)" data-darkmode-bgcolor-159923607914210="rgb(25, 25, 25)" 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!important;"><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><img class="__bg_gif" data-ratio="0.08658008658008658"  data-type="gif" data-w="462" data-width="100%" style="color: rgb(0, 0, 0);font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, "PingFang SC", Cambria, Cochin, Georgia, Times, "Times New Roman", serif;display: block;box-sizing: border-box !important;overflow-wrap: break-word !important;visibility: visible !important;width: 578px !important;" src="https://www.zkxjob.com/wp-content/uploads/2022/07/wxsync-2022-07-ae45c8833e6e59cceba3c2fda2df37d1.gif"  /></p><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><br style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"  /></p>


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