Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/15072
  
    @rxin and @JoshRosen Actually, I made this patch few weeks ago but I was 
being hesitated to submit this PR because it seems hacky. Though, I found this 
issue is pretty major and not fixed for about a month. So, I decided to submit 
this. So, suggestions are welcome.
    
    Also, I am happy to close this if it looks so hacky.


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