Ruifeng Zheng created SPARK-58532:
-------------------------------------

             Summary: Migrate pandas-on-Spark NumPy compatibility mappings from 
pandas UDFs to native functions
                 Key: SPARK-58532
                 URL: https://issues.apache.org/jira/browse/SPARK-58532
             Project: Spark
          Issue Type: Improvement
          Components: Pandas API on Spark
    Affects Versions: 5.0.0
            Reporter: Ruifeng Zheng


Umbrella for replacing applicable pandas UDF mappings in 
python/pyspark/pandas/numpy_compat.py with native Spark SQL functions and 
expressions.



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