Github user gatorsmile commented on the issue:

    https://github.com/apache/spark/pull/19870
  
    To ensure no external behavior change, we should use RoundRobinPartitioning 
when the expression list is empty, instead of issuing an exception. It will be 
also consistent with the existing behavior of `df.repartition(numPartitions)`


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