HeartSaVioR opened a new pull request #35512:
URL: https://github.com/apache/spark/pull/35512


   ### What changes were proposed in this pull request?
   
   This PR proposes to add the context of current challenge on fixing 
distribution of stateful operator, even the distribution is a sort of "broken" 
now.
   
   This PR addresses the review comment 
https://github.com/apache/spark/pull/35419#discussion_r801343068
   
   ### Why are the changes needed?
   
   In SPARK-38124 we figured out the existing long-standing problem in stateful 
operator, but it is not easy to fix since the fix may break the existing query 
if the fix is not carefully designed. Anyone should also be pretty much careful 
when touching the required distribution. We want to document this explicitly to 
help others to be careful whenever someone is around the codebase.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Code comment only changes.
   


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