Github user marmbrus commented on the pull request:

    https://github.com/apache/spark/pull/3888#issuecomment-68833871
  
    This is simpler, but it has several disadvantages to the other approach:
     - The InSet it collected to the driver and thus could cause OOMs when large
     - I don't think that it handles correlated subqueries
     - The `execute()` involves eager evaluation and breaks RDD lineage
    
    For these reasons I think we should stick to extending the approach taken 
by the other PR.


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