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API: ArrowExtensionArray.value_counts should return int64[pyarrow] instead of Int64 #51462

@mroeschke

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@mroeschke
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Currently this explicitly calls an astype

return Series(counts, index=index, name="count").astype("Int64")

But with ArrowExtensionArray now able to support all pyarrow types, this should preserve the pyarrow type and return int64[pyarrow]

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lukemanley

lukemanley commented on Feb 23, 2023

@lukemanley
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Maybe somewhat related - do you think the ArrowExtensionArray comparison methods should preserve the pyarrow type and return boolean[pyarrow]?

mroeschke

mroeschke commented on Feb 23, 2023

@mroeschke
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Good catch. Agreed _cmp_method should be changed to return "boolean[pyarrow]" instead of "Boolean" type. Since ArrowStringArray and ArrowExtensionArray are both marked as experimental it should be okay to change it for 2.0 if you're interested.

lukemanley

lukemanley commented on Feb 24, 2023

@lukemanley
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Sounds good. I'll take a look

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        API: ArrowExtensionArray.value_counts should return int64[pyarrow] instead of Int64 · Issue #51462 · pandas-dev/pandas