Python Metaclass : Understanding the 'with_metaclass()'

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情深已故 2020-12-24 01:33

I want to ask what the with_metaclass() call means in the definition of a class.

E.g.:

class Foo(with_metaclass(Cls1, Cls2)):

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  • 2020-12-24 02:19

    UPDATE: the six.with_metaclass() function has since been patched with a decorator variant, i.e. @six.add_metaclass(). This update fixes some mro issues related to the base objects. The new decorator would be applied as follows:

    import six
    
    @six.add_metaclass(Meta)
    class MyClass(Base):
        pass
    

    Here are the patch notes and here is a similar, detailed example and explanation for using a decorator alternative.

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  • 2020-12-24 02:38

    with_metaclass() is a utility class factory function provided by the six library to make it easier to develop code for both Python 2 and 3.

    It uses a little slight of hand (see below) with a temporary metaclass, to attach a metaclass to a regular class in a way that's cross-compatible with both Python 2 and Python 3.

    Quoting from the documentation:

    Create a new class with base class base and metaclass metaclass. This is designed to be used in class declarations like this:

    from six import with_metaclass
    
    class Meta(type):
        pass
    
    class Base(object):
        pass
    
    class MyClass(with_metaclass(Meta, Base)):
        pass
    

    This is needed because the syntax to attach a metaclass changed between Python 2 and 3:

    Python 2:

    class MyClass(object):
        __metaclass__ = Meta
    

    Python 3:

    class MyClass(metaclass=Meta):
        pass
    

    The with_metaclass() function makes use of the fact that metaclasses are a) inherited by subclasses, and b) a metaclass can be used to generate new classes and c) when you subclass from a base class with a metaclass, creating the actual subclass object is delegated to the metaclass. It effectively creates a new, temporary base class with a temporary metaclass metaclass that, when used to create the subclass swaps out the temporary base class and metaclass combo with the metaclass of your choice:

    def with_metaclass(meta, *bases):
        """Create a base class with a metaclass."""
        # This requires a bit of explanation: the basic idea is to make a dummy
        # metaclass for one level of class instantiation that replaces itself with
        # the actual metaclass.
        class metaclass(type):
    
            def __new__(cls, name, this_bases, d):
                return meta(name, bases, d)
    
            @classmethod
            def __prepare__(cls, name, this_bases):
                return meta.__prepare__(name, bases)
        return type.__new__(metaclass, 'temporary_class', (), {})
    

    Breaking the above down:

    • type.__new__(metaclass, 'temporary_class', (), {}) uses the metaclass metaclass to create a new class object named temporary_class that is entirely empty otherwise. type.__new__(metaclass, ...) is used instead of metaclass(...) to avoid using the special metaclass.__new__() implementation that is needed for the slight of hand in a next step to work.
    • In Python 3 only, when temporary_class is used as a base class, Python first calls metaclass.__prepare__() (passing in the derived class name, (temporary_class,) as the this_bases argument. The intended metaclass meta is then used to call meta.__prepare__(), ignoring this_bases and passing in the bases argument.
    • next, after using the return value of metaclass.__prepare__() as the base namespace for the class attributes (or just using a plain dictionary when on Python 2), Python calls metaclass.__new__() to create the actual class. This is again passed (temporary_class,) as the this_bases tuple, but the code above ignores this and uses bases instead, calling on meta(name, bases, d) to create the new derived class.

    As a result, using with_metaclass() gives you a new class object with no additional base classes:

    >>> class FooMeta(type): pass
    ...
    >>> with_metaclass(FooMeta)  # returns a temporary_class object
    <class '__main__.temporary_class'>
    >>> type(with_metaclass(FooMeta))  # which has a custom metaclass
    <class '__main__.metaclass'>
    >>> class Foo(with_metaclass(FooMeta)): pass
    ...
    >>> Foo.__mro__  # no extra base classes
    (<class '__main__.Foo'>, <type 'object'>)
    >>> type(Foo) # correct metaclass
    <class '__main__.FooMeta'>
    
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