朱凡松 發表於 2019-8-26 18:41:00

Python 如何将字符串转为字典

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<h1 class="postTitle">Python 如何将字符串转为字典</h1>
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<p>在工作中遇到一个小问题,需要将一个&nbsp;<code>python</code>&nbsp;的字符串转为字典,比如字符串:</p>
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<pre>user_info = <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">{"name" : "john", "gender" : "male", "age": 28}</span><span style="color: rgba(128, 0, 0, 1)">'</span></pre>
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<p>我们想把它转为下面的字典:</p>
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<pre>user_dict = {<span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">name</span><span style="color: rgba(128, 0, 0, 1)">"</span> : <span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">john</span><span style="color: rgba(128, 0, 0, 1)">"</span>, <span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">gender</span><span style="color: rgba(128, 0, 0, 1)">"</span> : <span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">male</span><span style="color: rgba(128, 0, 0, 1)">"</span>, <span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">age</span><span style="color: rgba(128, 0, 0, 1)">"</span>: 28}</pre>
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<p>有以下几种方法:</p>
<p><strong>1、通过 json 来转换</strong></p>
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<pre>&gt;&gt;&gt; <span style="color: rgba(0, 0, 255, 1)">import</span><span style="color: rgba(0, 0, 0, 1)"> json
</span>&gt;&gt;&gt; user_info= <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">{"name" : "john", "gender" : "male", "age": 28}</span><span style="color: rgba(128, 0, 0, 1)">'</span>
&gt;&gt;&gt; user_dict =<span style="color: rgba(0, 0, 0, 1)"> json.loads(user_info)
</span>&gt;&gt;&gt;<span style="color: rgba(0, 0, 0, 1)"> user_dict
{u</span><span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">gender</span><span style="color: rgba(128, 0, 0, 1)">'</span>: u<span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">male</span><span style="color: rgba(128, 0, 0, 1)">'</span>, u<span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">age</span><span style="color: rgba(128, 0, 0, 1)">'</span>: 28, u<span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">name</span><span style="color: rgba(128, 0, 0, 1)">'</span>: u<span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">john</span><span style="color: rgba(128, 0, 0, 1)">'</span>}</pre>
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<p>但是使用&nbsp;<code>json</code>&nbsp;进行转换存在一个潜在的问题。</p>
<p>由于&nbsp;<code>json</code>&nbsp;语法规定&nbsp;<strong>数组或对象之中的字符串必须使用双引号,不能使用单引号</strong>&nbsp;(官网上有一段描述是 “A string is a sequence of zero or more Unicode characters, wrapped in double quotes, using backslash escapes” ),因此下面的转换是错误的:</p>
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<pre>&gt;&gt;&gt; <span style="color: rgba(0, 0, 255, 1)">import</span><span style="color: rgba(0, 0, 0, 1)"> json
</span>&gt;&gt;&gt; user_info = <span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">{'name' : 'john', 'gender' : 'male', 'age': 28}</span><span style="color: rgba(128, 0, 0, 1)">"</span>
<span style="color: rgba(0, 128, 0, 1)">#</span><span style="color: rgba(0, 128, 0, 1)"> 由于字符串使用单引号,会导致运行出错</span>
&gt;&gt;&gt; user_dict =<span style="color: rgba(0, 0, 0, 1)"> json.loads(user_info)
Traceback (most recent call last):
File </span><span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">&lt;stdin&gt;</span><span style="color: rgba(128, 0, 0, 1)">"</span>, line 1, <span style="color: rgba(0, 0, 255, 1)">in</span> &lt;module&gt;<span style="color: rgba(0, 0, 0, 1)">
File </span><span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">/usr/local/Cellar/python/2.7.11/Frameworks/Python.framework/Versions/2.7/lib/python2.7/json/__init__.py</span><span style="color: rgba(128, 0, 0, 1)">"</span>, line 339, <span style="color: rgba(0, 0, 255, 1)">in</span><span style="color: rgba(0, 0, 0, 1)"> loads
    </span><span style="color: rgba(0, 0, 255, 1)">return</span><span style="color: rgba(0, 0, 0, 1)"> _default_decoder.decode(s)
File </span><span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">/usr/local/Cellar/python/2.7.11/Frameworks/Python.framework/Versions/2.7/lib/python2.7/json/decoder.py</span><span style="color: rgba(128, 0, 0, 1)">"</span>, line 364, <span style="color: rgba(0, 0, 255, 1)">in</span><span style="color: rgba(0, 0, 0, 1)"> decode
    obj, end </span>= self.raw_decode(s, idx=<span style="color: rgba(0, 0, 0, 1)">_w(s, 0).end())
File </span><span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">/usr/local/Cellar/python/2.7.11/Frameworks/Python.framework/Versions/2.7/lib/python2.7/json/decoder.py</span><span style="color: rgba(128, 0, 0, 1)">"</span>, line 380, <span style="color: rgba(0, 0, 255, 1)">in</span><span style="color: rgba(0, 0, 0, 1)"> raw_decode
    obj, end </span>=<span style="color: rgba(0, 0, 0, 1)"> self.scan_once(s, idx)
ValueError: Expecting property name: line </span>1 column 2 (char 1)</pre>
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<p><strong>2、通过 eval</strong></p>
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<pre>&gt;&gt;&gt; usr_info = <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">{"name" : "john", "gender" : "male", "age": 28}</span><span style="color: rgba(128, 0, 0, 1)">'</span>
&gt;&gt;&gt; user_dict =<span style="color: rgba(0, 0, 0, 1)"> eval(user_info)
</span>&gt;&gt;&gt;<span style="color: rgba(0, 0, 0, 1)"> user_dict
{</span><span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">gender</span><span style="color: rgba(128, 0, 0, 1)">'</span>: <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">male</span><span style="color: rgba(128, 0, 0, 1)">'</span>, <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">age</span><span style="color: rgba(128, 0, 0, 1)">'</span>: 28, <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">name</span><span style="color: rgba(128, 0, 0, 1)">'</span>: <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">john</span><span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(0, 0, 0, 1)">}
</span>&gt;&gt;&gt; user_info = <span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">{'name' : 'john', 'gender' : 'male', 'age': 28}</span><span style="color: rgba(128, 0, 0, 1)">"</span>
&gt;&gt;&gt; user_dict =<span style="color: rgba(0, 0, 0, 1)"> eval(user_info)
</span>&gt;&gt;&gt;<span style="color: rgba(0, 0, 0, 1)"> user_dict
{</span><span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">gender</span><span style="color: rgba(128, 0, 0, 1)">'</span>: <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">male</span><span style="color: rgba(128, 0, 0, 1)">'</span>, <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">age</span><span style="color: rgba(128, 0, 0, 1)">'</span>: 28, <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">name</span><span style="color: rgba(128, 0, 0, 1)">'</span>: <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">john</span><span style="color: rgba(128, 0, 0, 1)">'</span>}</pre>
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<p>通过&nbsp;<code>eval</code>&nbsp;进行转换就不存在上面使用&nbsp;<code>json</code>&nbsp;进行转换的问题。但是,使用&nbsp;<code>eval</code>&nbsp;却存在<code>安全性的问题</code>,比如下面的例子:</p>
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<pre><span style="color: rgba(0, 128, 0, 1)">#</span><span style="color: rgba(0, 128, 0, 1)"> 让用户输入 `user_info`</span>
&gt;&gt;&gt; user_info = raw_input(<span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">input user info: </span><span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(0, 0, 0, 1)">)
</span><span style="color: rgba(0, 128, 0, 1)">#</span><span style="color: rgba(0, 128, 0, 1)"> 输入 {"name" : "john", "gender" : "male", "age": 28},没问题</span>
&gt;&gt;&gt; user_dict =<span style="color: rgba(0, 0, 0, 1)"> eval(user_info)
</span><span style="color: rgba(0, 128, 0, 1)">#</span><span style="color: rgba(0, 128, 0, 1)"> 输入 __import__('os').system('dir'),user_dict 会列出当前的目录文件!</span><span style="color: rgba(0, 128, 0, 1)">
#</span><span style="color: rgba(0, 128, 0, 1)"> 再输入一些删除命令,则可以把整个目录清空了!</span>
&gt;&gt;&gt; user_dict = eval(user_info)</pre>
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<p><strong>3、通过 literal_eval</strong></p>
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<pre>&gt;&gt;&gt; <span style="color: rgba(0, 0, 255, 1)">import</span><span style="color: rgba(0, 0, 0, 1)"> ast
</span>&gt;&gt;&gt; user = <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">{"name" : "john", "gender" : "male", "age": 28}</span><span style="color: rgba(128, 0, 0, 1)">'</span>
&gt;&gt;&gt; user_dict =<span style="color: rgba(0, 0, 0, 1)"> ast.literal_eval(user)
</span>&gt;&gt;&gt;<span style="color: rgba(0, 0, 0, 1)"> user_dict
{</span><span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">gender</span><span style="color: rgba(128, 0, 0, 1)">'</span>: <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">male</span><span style="color: rgba(128, 0, 0, 1)">'</span>, <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">age</span><span style="color: rgba(128, 0, 0, 1)">'</span>: 28, <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">name</span><span style="color: rgba(128, 0, 0, 1)">'</span>: <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">john</span><span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(0, 0, 0, 1)">}
user_info </span>= <span style="color: rgba(128, 0, 0, 1)">"</span><span style="color: rgba(128, 0, 0, 1)">{'name' : 'john', 'gender' : 'male', 'age': 28}</span><span style="color: rgba(128, 0, 0, 1)">"</span>
&gt;&gt;&gt; user_dict =<span style="color: rgba(0, 0, 0, 1)"> ast.literal_eval(user)
</span>&gt;&gt;&gt;<span style="color: rgba(0, 0, 0, 1)"> user_dict
{</span><span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">gender</span><span style="color: rgba(128, 0, 0, 1)">'</span>: <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">male</span><span style="color: rgba(128, 0, 0, 1)">'</span>, <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">age</span><span style="color: rgba(128, 0, 0, 1)">'</span>: 28, <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">name</span><span style="color: rgba(128, 0, 0, 1)">'</span>: <span style="color: rgba(128, 0, 0, 1)">'</span><span style="color: rgba(128, 0, 0, 1)">john</span><span style="color: rgba(128, 0, 0, 1)">'</span>}</pre>
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<p>使用&nbsp;<code>ast.literal_eval</code>&nbsp;进行转换既不存在使用&nbsp;<code>json</code>&nbsp;进行转换的问题,也不存在使用&nbsp;<code>eval</code>&nbsp;进行转换的&nbsp;<code>安全性问题</code>,因此推荐使用&nbsp;<code>ast.literal_eval</code>。</p>
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来源:https://www.cnblogs.com/xiao-xue-di/p/11414210.html
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