Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/12855
  
    @DanielMe Yes, actually it seems a different issue when you use 
`emptyRDD[Row]`. Apparently, this case does not produce any partitions whereas 
the code provided by @jurriaan produces some empty partitions.
    
    This was reverted because the latter case fails. So.. it seems the former 
case has been being failed from older versions and the latter is not being 
failed after this one is reverted.


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