Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/21546
  
    It's not a bug. Here's what's going on now:
    
    He proposed a way to write out regardless of partition order, I suggested 
to revert that part back (see 
https://github.com/apache/spark/pull/21546#discussion_r204324646) since the 
code path looks being complicated and looks that can orthogonally proceed, 
which can be also applied to other PySpark code path.
    
    This one still has some improvements (see 
https://github.com/apache/spark/pull/21546#issuecomment-416373315).



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