MichaelChirico commented on pull request #28386:
URL: https://github.com/apache/spark/pull/28386#issuecomment-728724666


   > Ideally, we'd like both to behave the same way (possibly resolving the 
problem with mutate), that's however a breaking change.
   
   A reasonable request (though definitely out of scope for this PR). My 
pushback would be that I assume `mutate` is designed to behave ~like `dplyr`, 
while the SQL auto-naming is designed to behave ~like SQL (whatever that means, 
the upshot is that I think users would expect consistency vis-a-vis 
Python/other APIs). So some divergence may be inevitable here.


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