Hyukjin Kwon created SPARK-33730:
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             Summary: Standardize warning types
                 Key: SPARK-33730
                 URL: https://issues.apache.org/jira/browse/SPARK-33730
             Project: Spark
          Issue Type: Sub-task
          Components: PySpark
    Affects Versions: 3.1.0
            Reporter: Hyukjin Kwon


We should use warnings properly per 
https://docs.python.org/3/library/warnings.html#warning-categories

In particular, we should use {{FutureWarning}} instead of 
{{DeprecationWarning}} if we aim to show the warnings by default.

Current warnings are a bit messy and somewhat arbitrary.



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