在本教程中,您将学习 Python 中的多重继承以及如何在程序中使用它。 您还将了解多级继承和方法解析顺序。
Python 多重继承
类可以从 Python 中的多个基类派生,类似于 C++ 。 这称为多重继承。
在多重继承中,所有基类的功能都继承到派生类中。 多重继承的语法类似于单一继承。
示例
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<span class="pl-k">class</span> <span class="pl-v">Base1</span>: <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">Base2</span>: <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">MultiDerived</span>(<span class="pl-v">Base1</span>, <span class="pl-v">Base2</span>): <span class="pl-k">pass</span> |
在此,MultiDerived
类是从Base1
和Base2
类派生的。
Python 中的多重继承
MultiDerived
类继承自Base1
和Base2
类。
Python 多级继承
我们还可以从派生类继承。 这称为多级继承。 在 Python 中可以是任何深度。
在多级继承中,基类和派生类的功能都被继承到新的派生类中。
下面给出了具有相应可视化效果的示例。
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<span class="pl-k">class</span> <span class="pl-v">Base</span>: <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">Derived1</span>(<span class="pl-v">Base</span>): <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">Derived2</span>(<span class="pl-v">Derived1</span>): <span class="pl-k">pass</span> |
这里,Derived1
类是从Base
类派生的,Derived2
类是从Derived1
类派生的。
Python 中的多级继承
Python 中的方法解析顺序
Python 中的每个类均源自object
类。 它是 Python 中最基本的类型。
因此,从技术上讲,所有其他内置或用户定义的类都是派生类,并且所有对象都是object
类的实例。
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<span class="pl-c"># Output: True</span> <span class="pl-en">print</span>(<span class="pl-en">issubclass</span>(<span class="pl-s1">list</span>,<span class="pl-s1">object</span>)) <span class="pl-c"># Output: True</span> <span class="pl-en">print</span>(<span class="pl-en">isinstance</span>(<span class="pl-c1">5.5</span>,<span class="pl-s1">object</span>)) <span class="pl-c"># Output: True</span> <span class="pl-en">print</span>(<span class="pl-en">isinstance</span>(<span class="pl-s">"Hello"</span>,<span class="pl-s1">object</span>)) |
在多继承方案中,将在当前类中首先搜索任何指定的属性。 如果未找到,则搜索将以深度优先,从左到右的方式继续进入父类,而无需两次搜索相同的类。
因此,在上述MultiDerived
类的示例中,搜索顺序为MultiDerived
,Base1
,Base2
,object
。 该顺序也称为MultiDerived
类的线性化,用于查找该顺序的规则集称为方法解析顺序(MRO)。
MRO 必须防止本地优先级排序,并且还必须提供单调性。 它确保类始终出现在其类之前。 如果有多个父级,顺序与基类的元组相同。
类别的 MRO 可以视为__mro__
属性或mro()
方法。 前者返回一个元组,而后者返回一个列表。
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<span class="pl-c1">>></span><span class="pl-c1">></span> <span class="pl-v">MultiDerived</span>.<span class="pl-s1">__mro__</span> (<span class="pl-s1"></span><span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.MultiDerived'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.Base1'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.Base2'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'object'</span><span class="pl-c1">></span>) <span class="pl-c1">>></span><span class="pl-c1">></span> <span class="pl-v">MultiDerived</span>.<span class="pl-en">mro</span>() [<span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.MultiDerived'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.Base1'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.Base2'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'object'</span><span class="pl-c1">></span>] |
这是一个稍微复杂的多重继承示例及其可视化以及 MRO。
在 Python 中可视化多重继承
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<span class="pl-c"># Demonstration of MRO</span> <span class="pl-k">class</span> <span class="pl-v">X</span>: <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">Y</span>: <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">Z</span>: <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">A</span>(<span class="pl-v">X</span>, <span class="pl-v">Y</span>): <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">B</span>(<span class="pl-v">Y</span>, <span class="pl-v">Z</span>): <span class="pl-k">pass</span> <span class="pl-k">class</span> <span class="pl-v">M</span>(<span class="pl-v">B</span>, <span class="pl-v">A</span>, <span class="pl-v">Z</span>): <span class="pl-k">pass</span> <span class="pl-c"># Output:</span> <span class="pl-c"># [<class '__main__.M'>, <class '__main__.B'>,</span> <span class="pl-c"># <class '__main__.A'>, <class '__main__.X'>,</span> <span class="pl-c"># <class '__main__.Y'>, <class '__main__.Z'>,</span> <span class="pl-c"># <class 'object'>]</span> <span class="pl-en">print</span>(<span class="pl-v">M</span>.<span class="pl-en">mro</span>()) |
输出
1 |
[<span class="pl-s1"></span><span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.M'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.B'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.A'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.X'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.Y'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'__main__.Z'</span><span class="pl-c1">></span>, <span class="pl-c1"><</span><span class="pl-s1">class</span> <span class="pl-s">'object'</span><span class="pl-c1">></span>] |
要了解有关如何计算 MRO 的实际算法,请访问关于 MRO 的讨论。