Can someone explain how the source code of staticmethod works in python

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北荒
北荒 2021-02-12 19:01

First of all, I understand how, in general, a decorator work. And I know @staticmethod strips off the instance argument in the signature, making

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  • 2021-02-12 19:43

    A staticmethod object is a descriptor. The magic you are missing is that Python calls the __get__ method when accessing the object as an attribute on a class or instance.

    So accessing the object as C.foo results in Python translating that to C.__dict__['foo'].__get__(None, C), while instance_of_C.foo becomes type(instace_of_C).__dict__['foo'].__get__(instance_of_C, type(instance_of_C)).

    The staticmethod object is defined in C code, but an equivalent in Python would be:

    class staticmethod(object):
        def __init__(self, callable):
            self.f = callable
        def __get__(self, obj, type=None):
            return self.f
        @property
        def __func__(self):
            return self.f
    

    where self.f is the original wrapped function.

    All this is needed because functions are themselves descriptors too; it is the descriptor protocol that gives you method objects (see python bound and unbound method object for more details). Since they too have a __get__ method, without a staticmethod object wrapping the function, a functionobj.__get__ call produces a method object instead, passing in a self argument.

    There is also a classmethod, which uses the second argument to descriptor.__get__ to bind a function to the class, and then there are property objects, which translate binding into a function call directly. See How does the @property decorator work?.

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