[SPARK-46164][PYTHON] Add include/exclude parameters to DataFrame.describe in pandas API on Spark#55748
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…cribe in pandas API on Spark Add include and exclude parameters to DataFrame.describe() in the pandas API on Spark, matching pandas behavior. Supports dtype filtering via select_dtypes, include="all" for mixed-type DataFrames, and proper validation of parameter combinations. Co-Authored-By: Claude <noreply@anthropic.com>
HyukjinKwon
approved these changes
May 7, 2026
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What changes were proposed in this pull request?
Add
includeandexcludeparameters toDataFrame.describe()in the pandas API on SparkWhy are the changes needed?
Missing API coverage
Does this PR introduce any user-facing change?
Yes
How was this patch tested?
Unit tests
Was this patch authored or co-authored using generative AI tooling?
Generated-by: Claude Code (claude-opus-4-7)