zhengruifeng commented on PR #54156:
URL: https://github.com/apache/spark/pull/54156#issuecomment-3857386133

   > I think local benchmark to test against a certain commit locally is nice. 
GHA is not great with benchmark because it's just too volatile. The numbers 
won't have much meanings across timeline (unless it's super obvious).
   
   @gaogaotiantian I am thinking about adding relative metrics instead of 
absolute values。
   
   For example, I tried multiple method of arrow->pandas conversion
   
   
https://github.com/apache/spark/blob/5de75d8ef5b28dd922b63f9086ed78fdde23d0aa/python/pyspark/sql/conversion.py#L1361-L1373
   
   suppose we have 2 functions, A and B, does it make sense to benchmark 
performance A vs B?


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