Github user ScrapCodes commented on the pull request:

    https://github.com/apache/spark/pull/2093#issuecomment-53377163
  
    Hey so I think heapq.nsmallest does the same thing. It should be correct to 
use it, quick look at its source, I was doubtful about its performance since it 
has a sort call in each nsmallest. For larger N "I think", MaxHeapQ will 
perform better. What do you think ? 


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