Why do Python immutable types (like int, str, or tuple) need to use `__new__()` instead of just `__init__()`?

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花落未央
花落未央 2021-01-15 08:29

This question is related to, but not a duplicate of, this, this, this, and this. Those links don\'t answer my question here. This though, almost answers my questions but doe

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  •  清酒与你
    2021-01-15 09:12

    I'm the question OP and I'm going to answer my own question because I think I found out the answer half-way through typing it. I'm not going to mark it as correct until others have confirmed it to be correct.

    This question here is particularly relevant, but the question wasn't the same as this question, and although the answer was very enlightening (though the comments turned into enlightening but esoteric arguments about C and Python and "pythonic"), it should be set out more clearly here to specifically address this question. I hope this will help future readers. The code in this answer has been verified in Python 3.6.1.

    The thing about an immutable object, is that you don't want to set its members once it's been created, obviously. The way you do that in Python is to override the __setattr__() special method to raise an error (AttributeError), so that people can't do things like my_immutable_object.x = 3. Take the following custom immutable class for example.

    class Immutable(object):
        def __init__(self, a, b):
            self.a = a
            self.b = b
    
        def __setattr__(self, key, value):
            raise AttributeError("LOL nope.")
    

    Let's try using it.

    im = Immutable(2, 3)
    print(im.a, im.b, sep=", ")
    

    Output:

    AttributeError: LOL nope.
    

    "But what!?", I hear you ask, "I didn't set any of its attributes after it's been created!" Ah but yes you did, in the __init__(). Since __init__() is called after the object is created, the lines self.a = a and self.b = b are setting the attributes a and b after the creation of im. What you really want is to set the attributes a and b before the immutable object is created. An obvious way to do that is to create a mutable type first (whose attributes you are allowed to set in __init__()), and then make the immutable type a subclass of it, and make sure you implement the __new__() method of the immutable child class to construct a mutable version first, and then make it immutable, like the following.

    class Mutable(object):
        def __init__(self, a, b):
            self.a = a
            self.b = b
    
    
    class ActuallyImmutable(Mutable):
        def __new__(cls, a, b):
            thing = Mutable(a, b)
            thing.__class__ = cls
            return thing
    
        def __setattr__(self, key, value):
            raise AttributeError("LOL nope srsly.")
    

    Now let's try running it.

    im = ActuallyImmutable(2, 3)
    print(im.a, im.b, sep=", ")
    

    Output:

    AttributeError: LOL nope srsly.
    

    "WTF!? When did __setattr__() get called this time?" The thing is, ActuallyImmutable is a subclass of Mutable, and without explicitly implementing its __init__(), the parent class's __init__() is automatically called after the creation of the ActuallyImmutable object, so in total the parent's __init__() is called twice, once before the creation of im (which is OK) and once after (which is not OK). So let's try again, this time overriding AcutallyImmutable.__init__().

    class Mutable(object):
        def __init__(self, a, b):
            print("Mutable.__init__() called.")
            self.a = a
            self.b = b
    
    
    class ActuallyImmutable(Mutable):
        def __new__(cls, a, b):
            thing = Mutable(a, b)
            thing.__class__ = cls
            return thing
    
        # noinspection PyMissingConstructor
        def __init__(self, *args, **kwargs):
            # Do nothing, to prevent it from calling parent's __init__().
            pass
    
        def __setattr__(self, key, value):
            raise AttributeError("LOL nope srsly.")
    

    Now it should work.

    im = ActuallyImmutable(2, 3)
    print(im.a, im.b, sep=", ")
    

    Output:

    2, 3
    

    Good, it worked. Oh, don't worry about the # noinspection PyMissingConstructor, that's just a PyCharm hack to stop PyCharm from complaining that I didn't call the parent's __init__(), which obviously is what we intend here. And finally just to check that im really is immutable, verify that im.a = 42 will give you AttributeError: LOL nope srsly..

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