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EnhancementNA - MaskedArraysRelated to pd.NA and nullable extension arraysRelated to pd.NA and nullable extension arraysnumbanumba-accelerated operationsnumba-accelerated operations
Description
Currently any engine="numba"
operation is only compatible with numpy dtypes as numba does not natively understand pandas ExtensionDtypes. To achieve this, pandas could
- Always convert to the equivalent numpy dtype, but operations with
NA
would likely need more logic. - Register the types with numba? https://numba.pydata.org/numba-doc/latest/extending/low-level.html#typing
derHeinzer, atecon, tswast and willsthompson
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EnhancementNA - MaskedArraysRelated to pd.NA and nullable extension arraysRelated to pd.NA and nullable extension arraysnumbanumba-accelerated operationsnumba-accelerated operations