Github user mgaido91 commented on the issue:

    https://github.com/apache/spark/pull/19340
  
    @zhengruifeng I agree with you, but then we can also normalize the center 
points 
[here](https://github.com/apache/spark/blob/161a3f2ae324271a601500e3d2900db9359ee2ef/mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala#L324),
 since the user can access them and would therefore expect them to be unit 
length norm vectors. WDYT?


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