Github user aokolnychyi commented on the issue:

    https://github.com/apache/spark/pull/19193
  
    @hvanhovell @cloud-fan I think it would be safer to be consistent with 
other databases and what Spark does for nested aggregate functions. It is 
really simple to write a subquery to work around any problems.
    
    As it is right now, Scenario 2 mentioned above gives a wrong result and 
Scenario 4 should be double-checked if we want to support nested window 
functions.
    
    Let me known your opinion.


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