Weichen Xu created SPARK-48970:
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             Summary: Avoid using SparkSession.getActiveSession in spark ML 
reader/writer
                 Key: SPARK-48970
                 URL: https://issues.apache.org/jira/browse/SPARK-48970
             Project: Spark
          Issue Type: Improvement
          Components: ML, PySpark
    Affects Versions: 4.0.0
            Reporter: Weichen Xu


`SparkSession.getActiveSession` is thread-local session, but spark ML reader / 
writer might be executed in different threads which causes 
`SparkSession.getActiveSession` returning None.



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