cloud-fan commented on pull request #35168:
URL: https://github.com/apache/spark/pull/35168#issuecomment-1016585193


   I think a complete fix is to let `Union` has fresh attribute IDs for its 
output, as technically `Union`'s outputs are totally different from its first 
child's outputs. It's going to be a big change so we should only do it in the 
master branch.
   
   Can we open a PR for 3.0 with this surgical fix? Let's make sure the test 
still passes with this fix in 3.0.


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