Github user mridulm commented on the issue:

    https://github.com/apache/spark/pull/21698
  
    @jiangxb1987 Different number of output rows is due to data loss - it is 
not another valid run.
    A complete re-execution of the job in this case could result in a different 
ordering, but consistent output characterstics (number of rows for example).


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