前言:
本篇相关内容分为3篇多态、继承、封装,这篇为第二篇 继承。
本篇内容围绕 python基础教程这段:
在面向对象编程中,术语对象大致意味着一系列数据(属性)以及一套访问和操作这些数据的方法。使用对象而非全局变量和函数的原因有多个,下面列出了使用对象的最重要的好处。
多态:可对不同类型的对象执行相同的操作,而这些操作就像“被施了魔法”一样能够正常运行。
封装:对外部隐藏有关对象工作原理的细节。
继承:可基于通用类创建出专用类。
内容较多,这篇为中篇。
Content:
- 继承
1. 什么是继承,继承的作用和常用状态?
2. python的多继承、instance和type?
3. python中的super函数
4. python的MRO查找机制来对应多继承和super
5. python的抽象基类
6. django等大大框架和python源码中最常用的Mixin模式多继承实例
(下篇
- 封装
1.数据封装和私有属性
2. 类变量和实例变量(对象变量)
3. 类属性和实例属性得查找顺序(MRO)
4. 静态方法 类方法和对象方法使用以及参数
5. python的接口和自省机制
6. 上下文管理器
)
一 继承
1.什么是继承?继承有哪些作用?常用?
- 继承的概念 :在OOP程序设计中,当我们定义一个class的时候,可以从某个现有的class继承,新的class称为子类(Subclass),而被继承的class称为基类、父类或超类(Base class、Super class)。
//INPUT:
class Animals():
def say(self):
print("say something")
def eat(self):
print("eat something")
class Duck(Animals):
def say(self):
print("gaga")
class Dog(Animals):
def say(self):
print("wangwang")
class Miao(Animals):
def say(self):
print("miaomiao")
for i in [Duck(),Dog(),Miao()]:
i.eat()
//OUTPUY:
eat something
eat something
eat something
- 继承的作用:可以解决代码重用的问题。
- 比较常用的应该就是在python相关web框架里这种比较比较复杂的框架,和许多第三方库的类。天知道这些大牛的框架里面默默有效率的帮我们做了多少事- -。天知道我们直接用他们的方法有多方便。
2.python多继承需要注意哪些?用instance和type来判断python类继承的关系。
a.多继承需要注意的地方:
- 类继承的顺序和方法在多继承类中查找的顺序
--.子类继承父类时,在子类进行属性调用的顺序为:先查找自己的属性字典,若自己的属性字典中无该属性,则会依次按照继承父类的顺序来依次查找父类的属性字典;
--.子类继承父类,当父类和子类均有相同的属性时,子类并不会影响父类的属性。
总结起来就是:按继承的顺序来依次查询属性,一旦查到则停止;子类和父类的属性相互独立,互不影响;子类可以调用父类的属性,反之不行;
b.用instance和type来判断两个类的关系
instance和type都是用来判断参数1是否是参数2类型,区别在于是否会考虑继承关系。
isinstance:
aaarticlea/png;base64,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" alt="" width="412" />
aaarticlea/png;base64,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" alt="" width="477" />
type:
aaarticlea/png;base64,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*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" alt="" width="258" />
aaarticlea/png;base64,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" alt="" width="400" />
type(b)是:
aaarticlea/png;base64,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" alt="" width="164" />
由上可得,type用于判断对象,而isinstance判断是否在继承链里面。
3.python的super函数
a.super函数干嘛的?为什么要用super?
实际上是用来调用自己的父类的。
super 是用来解决多重继承问题的,直接用类名调用父类方法在使用单继承的时候没问题,但是如果使用多继承,会涉及到查找顺序(MRO)、重复调用(钻石继承)等种种问题。MRO 就是类的方法解析顺序表, 其实也就是继承父类方法时的顺序表。
b.super的用法
在python2中,super(B,self).__init__()
python3中 super().__init__()
#Python3.x 实例:
class A:
def add(self, x):
y = x+1
print(y)
class B(A):
def add(self, x):
super().add(x)
b = B()
b.add(2) #
#Python2.x 实例:
#!/usr/bin/python
# -*- coding: UTF-8 -*-
class A(object): # Python2.x 记得继承 object
def add(self, x):
y = x+1
print(y)
class B(A):
def add(self, x):
super(B, self).add(x)
b = B()
b.add(2) #
4.super和多继承时查找父类的顺序 MRO C3算法
a.MRO C3算法
C3线性是用于获取多重继承下继承顺序的一种算法。通常,被称为方法解析顺序,即MRO(method resolution order)。
算法的名字“C3”并不是缩写,而是指该算法的三大重要属性:
- 前趋图。作为有向无环图,找不到任何的循环,通常用前趋图来理解程序的依赖关系。
- 保持局部的优先次序。
- 单调性。
C3是1996年首次被提出。在python2.3及后续版本中,C3被选定为默认的解析算法。
一个类的C3线性表,是由两部分进行merge操作得到的,第一部分是是它所有父类的C3线性表(parents' linearizations),第二部分是它所有父类组成的列表(parents list)。后者其实是局部的优先级列表。
在C3被应用之前,广度优先和深度优先是被应用于解析顺序的。
C3算法计算方法:有点类似拓扑排序(有向图) 想深刻了解 C3 还是自己查吧...下面有段简单的多继承代码和其对应的拓扑排序的抽象图 (所用代码实例和图片均来应用自别处,文章末尾有链接)
class D(object):
pass
class E(object):
pass
class F(object):
pass
class C(D, F):
pass
class B(E, D):
pass
class A(B, C):
pass
if __name__ == '__main__':
print A.__mro__
得到的输出结果:
(<class '__main__.A'>, <class '__main__.B'>, <class '__main__.E'>, <class '__main__.C'>, <class '__main__.D'>, <class '__main__.F'>, <type 'object'>)
我们就用拓扑排序来分析,但是这里会碰到同时存在好几个点都是入度为0 (说人话,就是没有被别人指向的点),这时按照树的排序来,即从左到右,从根到叶,这里 A 就是根。
所以具体情况就是:我们先找到了点 A只有它没有被别人指向,输出A
;去掉A及其伸出的两条线,剩 B 和 C 点同时满足只指向别人,按照树的顺序从左到右,故先输出B
;去掉线剩 E 和 C ,输出E
;去线剩 C,输出C
;去线剩 D 和 F ,输出D
;去线只剩F ,输出F
;最后输出object
;得到的输出结果: A B E C D F object
对比系统打印出的结果,顺序是一致的。这样下次你就可以装逼地手动计算多继承时调用类的顺序了
以上结论来源链接:https://www.jianshu.com/p/6651ed35104c
b.用__init__和超类的super().__init__看子类和父类的构造函数关系。
现在有一个继承关系,SonBird继承Bird。但是子类和父类都有自己的构造函数。
class Bird:
def __init__(self):
self.hungry = True
def eat(self):
if self.hungry:
print 'Ahahahah'
else:
print 'No thanks!'
class SongBird(Bird):
def __init__(self):
self.sound = 'Squawk'
def sing(self):
print self.song()
sb = SongBird()
sb.sing() # 能正常输出
sb.eat() # 报错,因为 songgird 中没有 hungry 特性
这时候,如果需要继承父类构造函数里的属性,其实是可以有两种方法的。
第一种 - 调用未绑定的超类构造方法(多用于旧版 python 阵营)
class SongBird(Bird):
def __init__(self):
Bird.__init__(self)
self.sound = 'Squawk'
def sing(self):
print self.song()
原理:在调用了一个实例的方法时,该方法的self参数会自动绑定到实例上(称为绑定方法);如果直接调用类的方法(比如Bird.__init__),那么就没有实例会被绑定,可以*提供需要的self参数(未绑定方法)。
第二种 - 使用super函数(只在新式类中有用)
class SongBird(Bird):
def __init__(self):
super(SongBird,self).__init__()
self.sound = 'Squawk'
def sing(self):
print self.song()
原理:它会查找所有的超类,以及超类的超类,直到找到所需的特性为止。
5.python的抽象基类(abc)
a.什么是抽象基类? 抽象基类的特性?
抽象基类的作用类似于JAVA中的接口。在接口中定义各种方法,然后继承接口的各种类进行具体方法的实现。抽象基类就是定义各种方法而不做具体实现的类,任何继承自抽象基类的类必须实现这些方法,否则无法实例化。
抽象基类的特性:
- 无法用来实例化。
b.为什么要有抽象基类?直接用鸭子类型不就好了?
第一个需求:在某些情况下,我们需要判定某个对象的类型。
第二个需求:我们需要强制某个子类必须实现某些方法
c.抽象基类的应用
抽象类是不能(至少是不应该)实例化的类,其职责是定义子类应实现的一组抽象方法。
下面是一个简单的示例:使用@abstractmethod来将方法标记为抽象的——在子类中必须实现的方法。
from abc import ABC, abstractmethod
class Talker(ABC):
@abstractmethod
def talk(self):
pass
结果:
##抽象基类不能被实例化
>>> Talker()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: Can't instantiate abstract class Talker with abstract methods talk
##没有重写方法的时候,继承抽象基类的类 本质也是抽象类
class Knigget(Talker):
pass
##由于没有重写方法talk,因此这个类也是抽象的,不能实例化。如果你试图这样做,将出现类似于前面的错误消息。
###继承后重写了方法就没什么问题
class Knigget(Talker):
def talk(self):
print("Ni!")
##output:
>>> k = Knigget()
>>> isinstance(k, Talker)
True 1
>>> k.talk()
Ni!
6.混入模式:多继承应用实例(Mixin 模式)
首先,Mixin模式在python应用中十分常见,包括openstack、django等,有大量的Mixin模式应用。想要进阶,就需要理解为什么大部分框架都会用这种模式。
从某种程度上来说,继承强调 I am,Mixin 强调 I can。
在设计类的继承关系时,通常,主线都是单一继承下来的,例如,Ostrich
继承自Bird
。但是,如果需要“混入”额外的功能,通过多重继承就可以实现,比如,让Ostrich
除了继承自Bird
外,再同时继承Runnable
。这种设计通常称之为Mixin。
为了更好地看出继承关系,我们把Runnable
和Flyable
改为RunnableMixin
和FlyableMixin
。类似的,你还可以定义出肉食动物CarnivorousMixin
和植食动物HerbivoresMixin
,让某个动物同时拥有好几个Mixin:
class Dog(Mammal, RunnableMixin, CarnivorousMixin):
pass
Mixin的目的就是给一个类增加多个功能,这样,在设计类的时候,我们优先考虑通过多重继承来组合多个Mixin的功能,而不是设计多层次的复杂的继承关系。
Python自带的很多库也使用了Mixin。举个例子,Python自带了TCPServer
和UDPServer
这两类网络服务,而要同时服务多个用户就必须使用多进程或多线程模型,这两种模型由ForkingMixin
和ThreadingMixin
提供。通过组合,我们就可以创造出合适的服务来。
比如,编写一个多进程模式的TCP服务,定义如下:
class MyTCPServer(TCPServer, ForkingMixin):
pass
编写一个多线程模式的UDP服务,定义如下:
class MyUDPServer(UDPServer, ThreadingMixin):
pass
如果你打算搞一个更先进的协程模型,可以编写一个CoroutineMixin
:
class MyTCPServer(TCPServer, CoroutineMixin):
pass
这样一来,我们不需要复杂而庞大的继承链,只要选择组合不同的类的功能,就可以快速构造出所需的子类。