python / python/cpython

Proper or custom JSON serialization of non-finite float values

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#98,306 14 comentarios 0 reacciones 0 asignados Ver en GitHub

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stdlib type-feature
Lenguaje dominante
Python
Estrellas
77.2k
Forks
36k
Merge medio
1 d 9 h
PR fusionados (30 d)
558

Descripción

Feature or enhancement

The goal of this feature is to allow the JSON serializer in stdlib to serialize non-finite values (NaN, Inf, -Inf) according to the JSON specification. Going beyond just conforming to the spec, we could allow for custom serialization behavior.

Previous discussion

This problem was previously discussed in #84813, and a related PR was submitted in 2019, however, @mdickinson suggested I open a fresh issue where we can discuss the implementation in-depth.

Pitch

Currently, python's default JSON serializer encodes values like NaN as-is, with the explanation being that many JS-based JSON libraries also do this, and that the corresponding parsers can handle such non-conforming input.
In reality, most major browsers do not support this type of encoding and even NodeJS(v14.16.0) acts according to the previously-linked JSON spec.
The keyword argument allow_nan makes the serializer throw when encountering non-finite values when set to true, but I'd argue it is paramount to ensure compatibility with the spec and modern browsers. Changing the default behavior is of course not needed or possible at this point.

When implementing this feature, there are two main decisions to make.

Firstly, it has to be decided if allow_nan should be extended to take more datatypes like strings and callables, or if we should create a separate argument for this functionality.
Re-purposing allow_nan would make the control over such behavior centralized, however the name is very limiting.
It doesn't say anything about other non-finite values, and without looking at the docs, one would think it only takes bool values.

Secondly, it has to be decided how far we want to take this feature.
Do we want to have pre-defined cases like as_is, throw, and to_null, or do we want to allow the user to pass their own callable? The latter is implemented by the linked PR. Having both options is also a possibility.

Overall, each combination of decisions has its advantages and drawbacks. Since I wasn't a part of such discussions before, I don't have a preference.
All I want is to see this feature get implemented, and I can create a PR once consensus is reached.

Linked PRs
  • gh-115246

Guía de contribución

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  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

Empieza revisando la discusión anterior en #84813, el PR relacionado 13233 y el PR enlazado gh-115246. El trabajo estará listo cuando el proyecto alcance un consenso sobre la API y el comportamiento para serializar NaN, Inf y -Inf, incluido si se admiten callables personalizados.

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

Evaluación

Stack tecnológico
python
Área
backend-api-design
Tipo de issue
Nueva funcionalidad
Dificultad
5/5
Tiempo estimado
Más de una semana
Estado de actividad
Estancado
Claridad
Necesita aclaración
Aptitud para principiantes
25/100

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