Github user viirya commented on the issue:
https://github.com/apache/spark/pull/18687
Except for fixing the weird consequence of caching e.g.
https://github.com/apache/spark/pull/18687#issuecomment-317159979 and
https://github.com/apache/spark/pull/18687#issuecomment-317186128, I'd keep the
current behavior described above
https://github.com/apache/spark/pull/18687#issuecomment-317220129 and
https://github.com/apache/spark/pull/18687#issuecomment-317230592.
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