Github user shivaram commented on the pull request:

    https://github.com/apache/spark/pull/9582#issuecomment-155280440
  
    Yeah thats a good point. I mostly prefer (1) because it makes our code base 
only contain S4 functions. However we do end up with a risk of bugs like this 
one. I do like the idea you used to add a test for `rank` and I think we should 
add tests that check the base R function works wherever we have a conflict.


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