Github user dilipbiswal commented on the issue:

    https://github.com/apache/spark/pull/13483
  
    @gatorsmile I am not stand for it due to actual use cases, but the API 
behavior consistency. If we disallow duplicate group by columns, then we should 
do filtering them all. Let
    
        df.groupBy("col1").agg($"col1", $"col1", count("*"))
    
    show duplicate group by columns but disallow
    
        df.groupBy("col1").agg($"col1", count("*"))
    
    looks confusing...



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