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Unordered enum data type about polars HOT 4 OPEN

butterlyn avatar butterlyn commented on July 20, 2024
Unordered enum data type

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Comments (4)

stinodego avatar stinodego commented on July 20, 2024 1

If you recommend casting Enums to strings when using polars.testing.assert_frame_equal, perhaps you'd consider reopening this: #16075? 😁 No fuss if not, happy to make do in the meantime since unordered enum can serve the same purpose

No, because the point I made there still stands :)

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mcrumiller avatar mcrumiller commented on July 20, 2024 1

@butterlyn for now you can just make sure to always sort your categories before creating your Enum dtype.

def sorted_enum(categories):
    return pl.Enum(sorted(categories))

assert_series_equal(
    pl.Series(["a"], dtype=sorted_enum(["a", "b", "c"])),
    pl.Series(["a"], dtype=sorted_enum(["b", "c", "a"])),  # different order
)

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stinodego avatar stinodego commented on July 20, 2024

If you just need this for unit tests, you can just write your own assertion util for this, e.g. cast your Enums to strings before checking equality, and then check Enum categories separately.

Still this is an important variant of categorical data that we should support.

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butterlyn avatar butterlyn commented on July 20, 2024

Thanks @stinodego, yeah I mostly need this for unit testing

If you recommend casting Enums to strings when using polars.testing.assert_frame_equal, perhaps you'd consider reopening this: #16075? 😁 No fuss if not, happy to make do in the meantime since unordered enum can serve the same purpose

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