python / python/typing

A generic 'frame' type

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topic: feature
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描述

I'm not sure how all this works, so if my idea doesn't make sense or isn't feasible, no worries.

My thought is to have a generic type that could encompass objects like the pandas or polars dataframe without having to import those libraries. Maybe it's a collection? The motivation is that these libraries can be large and so their use could be made optional, but in order to type a function that could take one as an argument, the library or a stubs dependency would have to be added. There is the pandas-stubs, which is what make this DOA, but one doesn't exist for polars (which might make it out of scope here). Not sure if there are other libaries/objects that would benefit from something like this. Anyway, just had the thought and I think mostly answered it to myself as I typed but maybe someone else has more thoughts/suggestions.

example:

# something object could either be a string (json) or a dataframe
def process_records(records: Union[str, typing.frame]) -> Union[dict, typing.frame]:
    ...

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调研方向

没有指定文件、测试或入口点。首先检查 typing 项目现有的公共类型构造以及所述的 pandas 和 polars 用例;要视为完成,就需要一份具体且达成共识的提案,说明泛型 frame 类型是否属于标准类型词汇。

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