Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/14788
https://github.com/apache/spark/pull/14788#issuecomment-242906410 here is
my observation. It seems usually option 1 ir option 3. I can take a look deeper
if we want to follow this or be very sure on this.
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