Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/18694
  
    IMO the cleanup hook is a workaround for the limitation of iterator model: 
although the parent knows when to release resource of its child, but there is 
no way to notify the child via iterator.
    
    Maybe we can add a `close` method to the iterator used in Spark SQL?


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