Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/14948
  
    Ah yeah, it also removes runs from k-means||. The good news is I think 
these changes are actually not overlapping for the most part, and where they 
do, they're essentially the same change.
    
    @yanboliang what do you think of this? This takes out `runs` entirely and I 
think simplifies the code even a bit further. But the real win was reducing the 
default init steps. I'm also here trying to fix the fact that duplicate 
centroids can be returned.


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