Different classes made by type with the same name in Python?

2024/9/28 9:28:35

I was playing around with metaclasses in Python and found something very curious. I can create two classes with the same name, but that are actually different objects. See:

>>> def create_class(**data):
...     return type('MyClass', (object,), data)
... 
>>> A = create_class(x=1, y=2)
>>> B = create_class(x=1, y=2)
>>> A
<class '__main__.MyClass'>
>>> B
<class '__main__.MyClass'>
>>> A == B
False
>>> a = A()
>>> b = B()
>>> type(a)
<class '__main__.MyClass'>
>>> type(b)
<class '__main__.MyClass'>
>>> type(a) == type(b)
False

I thought names within a namespace should be unique. Is it not the case, then?

Answer

Names within a namespace are unique, but that doesn't have any bearing on your situation here. Basically there are two different things: "names" and __name__s. A "name" is a variable in a namespace. A __name__ is just an attribute of a class whose value is "what the class calls itself".

In your code above, MyClass is a __name__ and A and B are names. MyClass is not a name in the __main__ namespace. The "class __main__.MyClass" that you're seeing is just the class's __name__ attribute, not an actual variable in a namespace. Normally the class's __name__ will be equal to the name you define it with, but if you create a class programmatically by calling type as you did, it will still have a __name__ but won't necessarily be accessible via any name in the namespace.

Here's a simple example of the difference:

>>> A = type('MyClass', (object,), {})
>>> MyClass
Traceback (most recent call last):File "<pyshell#3>", line 1, in <module>MyClass
NameError: name 'MyClass' is not defined

Just passing MyClass to type doesn't actually create a variable called MyClass. It is these actual variable names that are unique, not a class's internal notion of its name.

A class is the same as another class if they are the same class object. Even if they have the same __name__ attribute, they can still be different objects.

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