Github user yu-iskw commented on the pull request:

    https://github.com/apache/spark/pull/1964#issuecomment-53378581
  
    If  the interface of distance function is valid, merging this issue, and 
then trying the performance improvement in another issue would be a good idea.
    Since the interface is merged, we can tackle  many algorithms, such as 
k-means or fuzzy c-means based on the interface and the current implementation, 
which of course can be replaced.
    I'd like to get your thoughts on it.


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