Github user davies commented on the pull request:

    https://github.com/apache/spark/pull/8511#issuecomment-136432664
  
    @andrewor14 I think getNarrowAncestors will not traverse the entire 
lineage, it only visit the RDDs within the current stage. It still not cheap if 
the RDD is an union of thousands RDDs.
    
     We could rollback to use `children` to address you concern, it also work 
for SMJ and SMOJ, but could fail on others (like FULL OUTER JOIN(AGG(A), 
AGG(B)). Does this work for you?


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