Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/15342
  
    Good question. I think he's saying that it returned 1K centers _after_ this 
change. It's a good point that this would also speed things up considerably, 
because computing the distance to duplicate centroids is all superfluous work.


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