[SPARK-31964][PYTHON][FOLLOW-UP] Use is_categorical_dtype instead of deprecated is_categorical #30114
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What changes were proposed in this pull request?
This PR is a small followup of #28793 and proposes to use
is_categorical_dtypeinstead of deprecatedis_categorical.is_categorical_dtypeexists from minimum pandas version we support (https://github.com/pandas-dev/pandas/blob/v0.23.2/pandas/core/dtypes/api.py), andis_categoricalwas deprecated from pandas 1.1.0 (pandas-dev/pandas@87a1cc2).Why are the changes needed?
To avoid using deprecated APIs, and remove warnings.
Does this PR introduce any user-facing change?
Yes, it will remove warnings that says
is_categoricalis deprecated.How was this patch tested?
By running any pandas UDF with pandas 1.1.0+:
Before:
After: