Github user erikerlandson commented on the pull request:

    https://github.com/apache/spark/pull/1964#issuecomment-52858495
  
    I feel ambiguous about whether there needs to be a sub-trait for 
WeightedDistanceMeasure, but if we have that then we will also need a 
WeightedDistanceMetric as a subtrait of DistanceMetric.
    
    or as an alternative just define a trait Weighted, and then:
    
    class WeightedEuclideanDistanceMetric(val weight: Vector) extends 
DistsanceMetric with Weighted



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