Github user BertrandDechoux commented on the pull request:

    https://github.com/apache/spark/pull/8849#issuecomment-142506741
  
    * Both methods now returns the cluster indices.
    * I have added a toList call to make sure there is no laziness involved but 
that's maybe not necessary.
    * Still need a feedback for the return type of
    ~~~scala
    def distanceToCenters(points: RDD[Vector]): RDD[(Vector, 
Iterable[(VectorWithNorm, Double)])]
    ~~~
    



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