Github user sameeragarwal commented on the issue:
https://github.com/apache/spark/pull/13419
I ended up creating a small design doc describing the problem and
presenting 2 possible solutions at
https://docs.google.com/document/d/1h5SzfC5UsvIrRpeLNDKSMKrKJvohkkccFlXo-GBAwQQ/edit?ts=574f717f#.
Based on this, we decided in favor of option 2
(https://github.com/apache/spark/pull/13566) as it is a less intrusive change
to the default behavior. I'm going to close this PR for now, but we may revisit
this approach (i.e., option 1) for 2.1.
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