gaogaotiantian commented on PR #54100:
URL: https://github.com/apache/spark/pull/54100#issuecomment-3850960525

   Sure we can do a more strict check for now. But we should also be fully 
aware that this comparison is what we do for now (pandas 2.x). We don't check 
null differences now - because that's the default behavior for pandas testing 
util. After we upgraded to pandas 3, the testing util changed so it shows all 
the null differences now. We are not fighting for the behavior difference 
between pandas 2 and pandas 3, we are trying to change the once-expected 
behavior for pyspark.pandas.


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