python / python/cpython

Better support for descriptors at dataclass creation

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#144,749 2 comentarios 0 reacciones 0 asignados Ver en GitHub

Nadie ha tomado este issue todavía.

stdlib topic-dataclasses type-feature
Lenguaje dominante
Python
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Descripción

Feature or enhancement

Proposal:

Hello, I propose a change to the way dataclass works with fields defined using a descriptor class, particularly the way a default value is assigned.

What is the issue

According to the docs:

To determine whether a field contains a default value, @dataclass will call the descriptor’s get() method using its class access form: descriptor.get(obj=None, type=cls). If the descriptor returns a value in this case, it will be used as the field’s default. On the other hand, if the descriptor raises AttributeError in this situation, no default value will be provided for the field.

This behaviour is an issue for descriptors that need to be referenced at class creation: a common pattern in that case is to define the __get__ method with a test so that the descriptor returns itself outside of a call on an instance of the class:

class Descriptor:
    ...
    def __get__(self, instance, instance_type=None):
        if instance is None:
            return self
        ...
    ...

In that case, when the dataclass decorator checks for a default value then self is returned, which means that:

  1. The field has a default value, when it probably shouldn't,
  2. The default value is a descriptor instance, which is almost definitely wrong.

Please note that the property builtin is such a descriptor, this is not an edge case. Here is an example using it:

from dataclasses import dataclass
from operator import attrgetter

@dataclass
class A:
    a: int = property(attrgetter('_a'))

    @a.setter
    def a(self, val):
        self._a = val

Then:

>>> A(1) # expected behaviour
A(a=1)

>>> A() # unexpected behaviour, but no exception is raised
A(a=<property object at 0x0000027C27023BA0>)
What could be changed ?

I propose adding a check to verify if __get__ returns the descriptor instance itself, to prevent it from using that instance as a default value. However, I am not well versed in the dataclass creation mecanisms, so I am not aware of any consequence it could have.

Is this a breaking change ?

Technically yes. I can't think of any applications where this behaviour could be used, and I don't know how to check if any project on github uses it, but it doesn't change the fact that it breaks backward compatibility.

Has this already been discussed elsewhere?

This is a minor feature, which does not need previous discussion elsewhere

Links to previous discussion of this feature:

No response

Linked PRs
  • gh-144940

Guía de contribución

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Primeros pasos

  1. Lee el issue completo y luego la guía de contribución del proyecto.
  2. Comenta en el issue que vas a ocuparte — evita que dos personas hagan lo mismo.
  3. Haz un fork del repositorio y trabaja en una rama.
  4. Abre un pull request que haga referencia al número del issue.

Línea de trabajo

Comienza por la creación de dataclass y el comportamiento de get descrito en el issue. Revisa el PR enlazado gh-144940 y verifica cómo se tratan los resultados del acceso a la clase como valores predeterminados; se considera terminado cuando las instancias de descriptor no se usan incorrectamente como valores predeterminados de campos sin romper el comportamiento previsto del descriptor.

Escrito por el modelo de indexación a partir del texto del issue.

Evaluación

Stack tecnológico
python
Área
backend
Tipo de issue
Nueva funcionalidad
Dificultad
4/5
Tiempo estimado
3-5 días
Estado de actividad
Estancado
Claridad
Bastante claro
Aptitud para principiantes
15/100

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