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<section id="module-copy">
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<span id="copy-shallow-and-deep-copy-operations"></span><h1><a class="reference internal" href="#module-copy" title="copy: Shallow and deep copy operations."><code class="xref py py-mod docutils literal notranslate"><span class="pre">copy</span></code></a> --- 浅层 (shallow) 和深层 (deep) 复制操作<a class="headerlink" href="#module-copy" title="永久链接至标题">¶</a></h1>
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<p><strong>源代码:</strong> <a class="reference external" href="https://github.com/python/cpython/tree/3.8/Lib/copy.py">Lib/copy.py</a></p>
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<hr class="docutils" />
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<p>Python 的赋值语句不复制对象,而是创建目标和对象的绑定关系。对于自身可变,或包含可变项的集合,有时要生成副本用于改变操作,而不必改变原始对象。本模块提供了通用的浅层复制和深层复制操作,(如下所述)。</p>
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<p>接口摘要:</p>
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<dl class="function">
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<dt id="copy.copy">
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<code class="sig-prename descclassname">copy.</code><code class="sig-name descname">copy</code><span class="sig-paren">(</span><em class="sig-param">x</em><span class="sig-paren">)</span><a class="headerlink" href="#copy.copy" title="永久链接至目标">¶</a></dt>
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<dd><p>返回 <em>x</em> 的浅复制。</p>
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</dd></dl>
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<dl class="function">
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<dt id="copy.deepcopy">
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<code class="sig-prename descclassname">copy.</code><code class="sig-name descname">deepcopy</code><span class="sig-paren">(</span><em class="sig-param">x</em><span class="optional">[</span>, <em class="sig-param">memo</em><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#copy.deepcopy" title="永久链接至目标">¶</a></dt>
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<dd><p>返回 <em>x</em> 的深复制。</p>
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</dd></dl>
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<dl class="exception">
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<dt id="copy.Error">
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<em class="property">exception </em><code class="sig-prename descclassname">copy.</code><code class="sig-name descname">Error</code><a class="headerlink" href="#copy.Error" title="永久链接至目标">¶</a></dt>
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<dd><p>针对模块特定错误引发。</p>
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</dd></dl>
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<p id="shallow-vs-deep-copy">浅层与深层复制的区别仅与复合对象(即包含列表或类的实例等其他对象的对象)相关:</p>
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<ul class="simple">
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<li><p><em>浅层复制</em> 构造一个新的复合对象,然后(在尽可能的范围内)将原始对象中找到的对象的 <em>引用</em> 插入其中。</p></li>
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<li><p><em>深层复制</em> 构造一个新的复合对象,然后,递归地将在原始对象里找到的对象的 <em>副本</em> 插入其中。</p></li>
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</ul>
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<p>深度复制操作通常存在两个问题, 而浅层复制操作并不存在这些问题:</p>
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<ul class="simple">
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<li><p>递归对象 (直接或间接包含对自身引用的复合对象) 可能会导致递归循环。</p></li>
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<li><p>由于深层复制会复制所有内容,因此可能会过多复制(例如本应该在副本之间共享的数据)。</p></li>
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</ul>
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<p><a class="reference internal" href="#copy.deepcopy" title="copy.deepcopy"><code class="xref py py-func docutils literal notranslate"><span class="pre">deepcopy()</span></code></a> 函数用以下方式避免了这些问题:</p>
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<ul class="simple">
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<li><p>保留在当前复制过程中已复制的对象的 "备忘录" (<code class="docutils literal notranslate"><span class="pre">memo</span></code>) 字典;以及</p></li>
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<li><p>允许用户定义的类重写复制操作或复制的组件集合。</p></li>
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</ul>
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<p>该模块不复制模块、方法、栈追踪(stack trace)、栈帧(stack frame)、文件、套接字、窗口、数组以及任何类似的类型。它通过不改变地返回原始对象来(浅层或深层地)“复制”函数和类;这与 <a class="reference internal" href="pickle.html#module-pickle" title="pickle: Convert Python objects to streams of bytes and back."><code class="xref py py-mod docutils literal notranslate"><span class="pre">pickle</span></code></a> 模块处理这类问题的方式是相似的。</p>
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<p>制作字典的浅层复制可以使用 <a class="reference internal" href="stdtypes.html#dict.copy" title="dict.copy"><code class="xref py py-meth docutils literal notranslate"><span class="pre">dict.copy()</span></code></a> 方法,而制作列表的浅层复制可以通过赋值整个列表的切片完成,例如,<code class="docutils literal notranslate"><span class="pre">copied_list</span> <span class="pre">=</span> <span class="pre">original_list[:]</span></code>。</p>
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<p id="index-0">类可以使用与控制序列化(pickling)操作相同的接口来控制复制操作,关于这些方法的描述信息请参考 <a class="reference internal" href="pickle.html#module-pickle" title="pickle: Convert Python objects to streams of bytes and back."><code class="xref py py-mod docutils literal notranslate"><span class="pre">pickle</span></code></a> 模块。实际上,<a class="reference internal" href="#module-copy" title="copy: Shallow and deep copy operations."><code class="xref py py-mod docutils literal notranslate"><span class="pre">copy</span></code></a> 模块使用的正是从 <a class="reference internal" href="copyreg.html#module-copyreg" title="copyreg: Register pickle support functions."><code class="xref py py-mod docutils literal notranslate"><span class="pre">copyreg</span></code></a> 模块中注册的 pickle 函数。</p>
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<p id="index-1">想要给一个类定义它自己的拷贝操作实现,可以通过定义特殊方法 <code class="xref py py-meth docutils literal notranslate"><span class="pre">__copy__()</span></code> 和 <code class="xref py py-meth docutils literal notranslate"><span class="pre">__deepcopy__()</span></code>。 调用前者以实现浅层拷贝操作,该方法不用传入额外参数。 调用后者以实现深层拷贝操作;它应传入一个参数即 <code class="docutils literal notranslate"><span class="pre">memo</span></code> 字典。 如果 <code class="xref py py-meth docutils literal notranslate"><span class="pre">__deepcopy__()</span></code> 实现需要创建一个组件的深层拷贝,它应当调用 <a class="reference internal" href="#copy.deepcopy" title="copy.deepcopy"><code class="xref py py-func docutils literal notranslate"><span class="pre">deepcopy()</span></code></a> 函数并以该组件作为第一个参数,而将 memo 字典作为第二个参数。</p>
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<div class="admonition seealso">
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<dt>模块 <a class="reference internal" href="pickle.html#module-pickle" title="pickle: Convert Python objects to streams of bytes and back."><code class="xref py py-mod docutils literal notranslate"><span class="pre">pickle</span></code></a></dt><dd><p>讨论了支持对象状态检索和恢复的特殊方法。</p>
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