Is the example of the descriptor protocol in the Python 3.6 documentation incorrect?

2024/11/17 15:41:22

I am new to Python and looking through its documentation I encountered the following example of the descriptor protocol that in my opinion is incorrect. .

It looks like

class IntField:def __get__(self, instance, owner):return instance.__dict__[self.name]def __set__(self, instance, value):if not isinstance(value, int):raise ValueError(f'expecting integer in {self.name}')instance.__dict__[self.name] = value# this is the new initializer:def __set_name__(self, owner, name):self.name = nameclass Model:int_field = IntField()

Here are my considerations.

The attribute int_field is a class-wide attribute is not it?

So owner.__dict__ will have such a key. However in the method __get__ there is used instance.__dict__ that does not have that key. So from the point of view of using the method the method does not deal with the class-wide attribute but deals with an instance-wide attribute.

On the other hand, the method __set__ also does not deal with the class-wide attribute but creates an instance-wide attribute because there is used

instance.__dict__[self.name] = value

So it looks like each instance of the class creates its own instance-wide attribute. Moreover a reference to the class even is not passed to the method.

Am I right or do I have missed something that I do not know yet?

To make my considerations more clear the example logically is equivalent to the following

class MyClass:int_field = 10instance_of = MyClass();instance_of.__dict__["int_field"] = 20print( MyClass.int_field )
print( instance_of.int_field )

The program output is

10
20

The instance attribute int_field has nothing common with the class-wide attribute int_field except its name.

The same is true for the example from the documentation. Intuitively one can expect that it is the class-wide attribute that is attached to the descriptor. However it is not true. The descriptor just borrows the name of the class-wide attribute. On the other hand, a class-wide attribute can indeed be attached to a descriptor.

So the example from the documentation in my opinion just confuses readers.

Answer

The example is fine.

However in the method __get__ there is used instance.__dict__ that does not have that key.

There will be such a key once you actually set instance.int_field, which will invoke the property setter and assign the key.

On the other hand, the method __set__ also does not deal with the class-wide attribute but creates an instance-wide attribute

The setter isn't supposed to create a class attribute. It assigns to the instance dict key the getter is looking for.

https://en.xdnf.cn/q/118785.html

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