Haejoon Lee created SPARK-38800:
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             Summary: Explicitly document the supported pandas version.
                 Key: SPARK-38800
                 URL: https://issues.apache.org/jira/browse/SPARK-38800
             Project: Spark
          Issue Type: Test
          Components: PySpark
    Affects Versions: 3.3.0
            Reporter: Haejoon Lee


pandas has different behavior per each version for some APIs.

So, we should explicitly follow one pandas version for one pandas-on-Spark 
version and document it.

For example, if some APIs follow the behavior of pandas 1.3 whereas some APIs 
follow the behavior of pandas 1.4, users may be confused.



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