Haotian Sun created SPARK-59630:
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             Summary: Explain NumPy ufunc type behavior
                 Key: SPARK-59630
                 URL: https://issues.apache.org/jira/browse/SPARK-59630
             Project: Spark
          Issue Type: Sub-task
          Components: Pandas API on Spark
    Affects Versions: 5.0.0
            Reporter: Haotian Sun


Document why Spark-backed NumPy ufunc mappings can produce result types that 
differ from NumPy, including FloatType-to-DoubleType widening and existing 
operand type behavior.



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