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  • 元类

    源自一句话:在 Python 中,一切皆对象,而对象都是由类实例化得到的

    class OldboyTeacher():
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
    tea1 = OldboyTeacher('egon', 18, 'male')
    print(type(tea1))     # <class '__main__.OldboyTeacher'>
    print(type(OldboyTeacher))  # <class 'type'>
    

    对象 tea1 是调用 OldboyTeacher 类得到的,如果说一切皆对象,那么 OldboyTeacher 也是一个对象,只要是对象,都是调用一个类实例化得到的,即OldboyTeacher = 元类(...),内置的元类是 type

    关系:

    • 调用元类 ---> 自定义的类
    • 调用自定义的类 ---> 自定义的对象

    调用元类实例化得到自定义的类:OldboyTeacher = type(...)

    class OldboyTeacher():
        school = 'Oldboy'
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
    print(OldboyTeacher)
    

    自定义类的三个关键组成部分:

    • 类名
    • 类的基类
    • 类的名称空间
    '''
    class关键字创建自定义类的底层工作原理, 分为四步:
    1. 先拿到类名: 'OldboyTeacher'
    2. 再拿到类的基类: (object, )
    3. 然后拿到类的名称空间
        怎么拿??? (执行类体代码, 将产生的名字放到类的名称空间, 也就是一个字典里)
        (而类体代码都是一堆字符, 所以要exec函数执行这堆字符, 将执行结果放入字典)
    4. 调用元类实例化得到自定义的类: OldboyTeacher = type('OldboyTeacher', (object, ...), {...})
    
    '''
    

    不依赖 class 关键字创建一个自定义类

    # 1. 拿到类名
    class_name = 'OldboyTeacher'
    # 2. 拿到类的基类
    class_bases = (object, )
    # 3. 拿到类的名称空间
    class_dic = {}
    class_body = '''
    school = 'Oldboy'
    
    def __init__(self, name, age ,sex):
        self.name = name
        self.age = age
        self.sex = sex
    
    def score(self):
        print('%s is scoring' %self.name)
    '''
    
    exec(class_body, {}, class_dic)
    print(class_dic)
    # 4. 调用type实例化得到自定义的类
    OldboyTeacher = type(class_name, class_bases, class_dic)
    print(OldboyTeacher)
    # print(OldboyTeacher.__dict__)
    
    tea1 = OldboyTeacher("egon", 18, "male")
    print(tea1.__dict__)
    

    自定义元类来控制类的产生

    • 但凡继承了 type 的类,才能称之为自定义的元类,否则就只是一个普通的类
    # 模版
    class Mymeta(type):
        def __init__(self, class_name, class_bases, class_dic):
            print(self)
            print(class_name)
            print(class_bases)
            print(class_dic)
    
    class OldboyTeacher(object, metaclass=Mymeta): # OldboyTeacher = Mymeta('OldboyTeacher', (object, ), {...})
        school = 'Oldboy'
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
    • 控制类的产生
    # 1. 控制类名必须用驼峰命名法
    class Mymeta(type): # 但凡继承了type的类, 才能称之为自定义的元类, 否则就只是一个普通的类
        def __init__(self, class_name, class_bases, class_dic):
            if class_name.islower():
                raise TypeError('类名必须使用驼峰命名法')
    
    class OldboyTeacher(object, metaclass=Mymeta): # OldboyTeacher = Mymeta('OldboyTeacher', (object, ), {...})
        school = 'Oldboy'
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
    
    # 2. 控制类体必须有文档注释, 且文档注释不能为空
    class Mymeta(type): # 但凡继承了type的类, 才能称之为自定义的元类, 否则就只是一个普通的类
        def __init__(self, class_name, class_bases, class_dic):
            if class_name.islower():
                raise TypeError('类名必须使用驼峰命名法')
    
            doc = class_dic.get('__doc__')
            if doc is None or len(doc) == 0 or len(doc.strip("
     ")) == 0:
                raise TypeError('类体中必须有文档注释, 且文档注释不能为空')
    
    class OldboyTeacher(object, metaclass=Mymeta): # OldboyTeacher = Mymeta('OldboyTeacher', (object, ), {...})
        '''这是注释'''
        school = 'Oldboy'
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
    print(OldboyTeacher.__dict__)
    

    自定义元类来控制类的调用过程

    class Mymeta(type): # 但凡继承了type的类, 才能称之为自定义的元类, 否则就只是一个普通的类
        pass
    
    class OldboyTeacher(object, metaclass=Mymeta): # OldboyTeacher = Mymeta('OldboyTeacher', (object, ), {...})
        school = 'Oldboy'
    
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def __call__(self, *args, **kwargs):
            print(self)
            print(args)
            print(kwargs)
    
        def score(self):
            print('%s is scoring' %self.name)
          
    tea1 = OldboyTeacher("egon", 18, "male")
    tea1(1,2,a=1,b=2)   # 对象之所以能调用, 是因为对象所在的类有一个__call__函数
    
    • 推导:如果一切皆对象,那么 OldboyTeacher 也是一个对象,该对象之所以能调用,肯定是这个对象的类中也有一个 __call__ 函数
    class Mymeta(type): # 但凡继承了type的类, 才能称之为自定义的元类, 否则就只是一个普通的类
        def __call__(self, *args, **kwargs):
            print(self)
            print(args)
            print(kwargs)
    
    class OldboyTeacher(object, metaclass=Mymeta): # OldboyTeacher = Mymeta('OldboyTeacher', (object, ), {...})
        school = 'Oldboy'
    
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
    tea1 = OldboyTeacher("egon", 18, "male")    # 会触发OldboyTeacher的类, 即元类中的__call__函数
    
    • 调用类实例化会:
      • 先产生一个空对象
      • 执行 __init__ 方法,完成对象的初始化属性操作
      • 返回初始化后的那个对象
    • 调用 OldboyTeacher 就是在调用元类中的 __call__ 函数, 所以这三件事是在调用 __call__ 中执行
    class Mymeta(type): # 但凡继承了type的类, 才能称之为自定义的元类, 否则就只是一个普通的类
        def __call__(self, *args, **kwargs):    # self=OldboyTeacher这个类, args=("egon", 18, "male"), kwargs={}
            # 1. 先产生一个空对象
            tea_obj = self.__new__(self)  # 将OldboyTeacher这个类传入, __new__会产生这个类的对象
            # 所以tea_obj是OldboyTeacher这个类的一个对象, 目前是个空对象
    
            # 2. 执行__init__方法, 完成对象的初始化属性操作
            # 初始化还是到OldboyTeacher这个类中找__init__方法, 按参数一个个传值
            # __init__中的self是对象, 在这里就是tea_obj
            self.__init__(tea_obj, *args, **kwargs)
    
            # 3. 返回初始化后的那个对象
            return tea_obj
    
    class OldboyTeacher(object, metaclass=Mymeta): # OldboyTeacher = Mymeta('OldboyTeacher', (object, ), {...})
        school = 'Oldboy'
    
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
    tea1 = OldboyTeacher("egon", 18, "male")    # 会触发OldboyTeacher的类, 即元类中的__call__函数
    print(tea1)
    print(tea1.__dict__)
    
    • 练习:自定义元类来控制类的调用,把属性变为私有
    class Mymeta(type): # 但凡继承了type的类, 才能称之为自定义的元类, 否则就只是一个普通的类
        def __call__(self, *args, **kwargs):    # self=OldboyTeacher这个类, args=("egon", 18, "male"), kwargs={}
            tea_obj = self.__new__(self)  # 将OldboyTeacher这个类传入, __new__会产生这个类的对象
            self.__init__(tea_obj, *args, **kwargs)
            # print(tea_obj.__dict__)
            tea_obj.__dict__ = {('_%s__%s' %(self.__name__, k)):v for k,v in tea_obj.__dict__.items()}
            return tea_obj
    
    class OldboyTeacher(object, metaclass=Mymeta): # OldboyTeacher = Mymeta('OldboyTeacher', (object, ), {...})
        school = 'Oldboy'
    
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
    tea1 = OldboyTeacher("egon", 18, "male")    # 会触发OldboyTeacher的类, 即元类中的__call__函数
    # print(tea1)
    print(tea1.__dict__)
    

    属性查找

    class Mymeta(type):
    
        n = 444
    
        def __call__(self, *args, **kwargs):    # self=OldboyTeacher这个类
            # 推荐使用这种
            tea_obj = self.__new__(self)
            # print(self.__new__ is object.__new__)
    
            # tea_obj = object.__new__(self)
    
            self.__init__(tea_obj, *args, **kwargs)
            return tea_obj
    
    class Bar:
        # n = 333
        pass
    
    class Foo(Bar):
        # n = 222
        pass
    
    
    class OldboyTeacher(Foo, metaclass=Mymeta): # OldboyTeacher = Mymeta('OldboyTeacher', (object, ), {...})
        # n = 111
        school = 'Oldboy'
    
        def __init__(self, name, age ,sex):
            self.name = name
            self.age = age
            self.sex = sex
    
        def score(self):
            print('%s is scoring' %self.name)
    
        def __new__(cls, *args, **kwargs):
            # print("====>")
            return super().__new__(cls)
    
    tea1 = OldboyTeacher("egon", 18, "male")    # 会触发OldboyTeacher的类, 即元类中的__call__函数
    
    # print(OldboyTeacher.n)
    # 对象自己 --> Foo --> Bar --> object --> 元类 -- > type
    
    # print(object.__new__)
    
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  • 原文地址:https://www.cnblogs.com/qiuxirufeng/p/10381788.html
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