Python中staticmethod和classmethod的作用与区别

wlpython 2018-10-11

一般来说,要使用某个类的方法,需要先实例化一个对象再调用方法。

而使用@staticmethod或@classmethod,就可以不需要实例化,直接类名.方法名()来调用。

这有利于组织代码,把某些应该属于某个类的函数给放到那个类里去,同时有利于命名空间的整洁。

既然@staticmethod和@classmethod都可以直接类名.方法名()来调用,那他们有什么区别呢

从它们的使用上来看

  • @staticmethod不需要表示自身对象的self和自身类的cls参数,就跟使用函数一样。
  • @classmethod也不需要self参数,但第一个参数需要是表示自身类的cls参数。

如果在@staticmethod中要调用到这个类的一些属性方法,只能直接类名.属性名或类名.方法名。

而@classmethod因为持有cls参数,可以来调用类的属性,类的方法,实例化对象等,避免硬编码。

要明白,什么是实例方法、静态方法和类方法:

class Demo(object):
 def instance_method(self, your_para):
 """
 this is an instance_method
 you should call it like the follow:
 a = Demo()
 a.instance_method(your_para)
 plus: in python, we denote 'cls' as latent para of Class
 while 'self' as latent para of the instance of the Class
 :param your_para: 
 :return: 
 """
 print("call instance_method and get:", your_para)
 @classmethod
 def class_method(cls, your_para):
 """
 this is a class_method
 you can call it like the follow:
 method1:
 a = Demo()
 a.class_method(your_para)
 method2:
 Demo.class_method
 plus: in python, we denote 'cls' as latent para of Class
 while 'self' as latent para of the instance of the Class
 :param your_para: 
 :return: 
 """
 print("call class_method and get:", your_para)
 @staticmethod
 def static_method(your_para):
 """
 this is a static_method and you can call it like the 
 methods of class_method
 :param your_para: 
 :return: 
 """
 print("call static_method and get:", your_para)

虽然类方法在调用的时候没有显式声明cls,但实际上类本身是作为隐含参数传入的。这就像实例方法在调用的时候也没有显式声明self,但实际上实例本身是作为隐含参数传入的。

对于静态函数,我们一般把与类无关也与实例无关的函数定义为静态函数。例如入口检查的函数就最好定义成静态函数。

类方法的妙处, 在继承中的作用:

class Fruit(object):
 total = 0 # 这是一个类属性
 @classmethod
 def print_total(cls):
 print('this is the ', cls, '.total:', cls.total, ' and its id: ', id(cls.total)) # cls是类本身,打印类属性total的值
 print('this is the Fruit.total:', Fruit.total, 'and its id: ', id(Fruit.total))
 print("=======================")
 @classmethod
 def set(cls, value):
 cls.total = value
class Apple(Fruit):
 pass
class Orange(Fruit):
 pass
app1 = Apple()
app1.set(10)
app1.print_total()
Apple.print_total()
Fruit.set(2)
app1.print_total()
Fruit.print_total()
"""
output:
this is the <class '__main__.Apple'> .total: 10 and its id: 1355201264
this is the Fruit.total: 0 and its id: 1355200944
=======================
this is the <class '__main__.Apple'> .total: 10 and its id: 1355201264
this is the Fruit.total: 0 and its id: 1355200944
=======================
this is the <class '__main__.Apple'> .total: 10 and its id: 1355201264
this is the Fruit.total: 2 and its id: 1355201008
=======================
this is the <class '__main__.Fruit'> .total: 2 and its id: 1355201008
this is the Fruit.total: 2 and its id: 1355201008
=======================
"""

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