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DOC/ENH: Add full list of argument for DataFrame.query #61405

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@loicdiridollou

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@loicdiridollou
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Pandas version checks

  • I have checked that the issue still exists on the latest versions of the docs on main here

Location of the documentation

https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.query.html#pandas.DataFrame.query

Documentation problem

This question arises when @MarcoGorelli wanted to fully type DataFrame.query in the stubs repo pandas-dev/pandas-stubs#1173. Right now the extra arguments are passed through **kwargs but when we go through the code we see that they are the same as the ones in pd.eval (https://pandas.pydata.org/docs/reference/api/pandas.eval.html#pandas.eval).

Suggested fix for documentation

Considering that this would help to expand the typehinting in that area and that the number of arguments is limited, would it be conceivable to expose all the arguments instead of relying on **kwargs?

For information this is the list of arguments that would need to be added:

parser: Literal["pandas", "python"] = ...,
engine: Literal["python", "numexpr"] | None = ...,
local_dict: dict[_str, Any] | None = ...,
global_dict: dict[_str, Any] | None = ...,
resolvers: list[Mapping] | None = ...,
level: int = ...,
target: object | None = ...,

See pandas-dev/pandas-stubs#1193 for the potential typehinting.

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