Python: Why would float.__new__(cls) work when cls isn't float?

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暗喜
暗喜 2021-01-25 07:26

I\'m a little confused by the following example from the python documentation here.

>>> class inch(float):
...     \"Convert from inch to meter\"
...            


        
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  • 2021-01-25 08:00

    A little background is needed to answer this question:

    1. Only object.__new__() can create a new instances type of objects, this kind of objects cannot be subclassed.
    2. An instance has a type, which can be assigned when passing the type name cls to __new__(cls) as the first argument. class keyword creats another kind of objects: classes (a.k.a types), and these kinds of objects can be subclassed.

    Now, go back to your example, what

    float.__new__(cls, argument)
    

    essentially does is using object.__new__(cls) to create a new instance (float.__base__ is object), assign the type cls (inch in this case) to it, and also does something with argument defined in float.__new__.

    So it is not surprising that it'd work when cls isn't float but inch: the class/type is already created by class inch(float), you are just assigning this type to a new instance.

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  • 2021-01-25 08:08

    Because inch is a subclass of float, it satisfies all the requirements that the float.__new__() instance factory has. It is the job of the __new__(cls) static method to create instances of the first argument, not of it's 'own' class.

    Note the word 'static method' there. The __new__ factory is really just a specialist function tied to a class only for inheritance reasons. In other words, it is a function that plays well in a object-oriented hierarchy. You are supposed to find it via super() or perhaps call it directly (as done here). The following would actually be a little more pythonic:

    def __new__(cls, arg=0.0):
        return super(inch, cls).__new__(cls, arg*0.0254)
    

    because that would call the 'correct' __new__ function if inch were to be used in a multiple-inheritance hierarchy; in this simple example it'll end up calling float.__new__ just the same.

    So, __new__(cls, ...) is expected to create an instance of type cls. Why then tie it to a class at all and not make it a more generic function then? Because in the case of float.__new__(cls, value) it not only creates a new instance of type cls, it also sets it's initial value to value. And in order for that to work, float.__new__(...) needs to have intimate knowledge of what the float class looks like. Because inch() is a subclass of float(), it has the exact same necessary bits to be a float() too, and thus when the float.__new__() factory creates a new inch instance, all those bits are there to make it a inch() instance instead.

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