zhengruifeng commented on issue #24963: [SPARK-28159][ML] Make the transform 
natively in ml framework to avoid extra conversion
URL: https://github.com/apache/spark/pull/24963#issuecomment-507506136
 
 
   @srowen In this PR, I found that it will be more convenient (like 
`IDF`/`ElementwiseProduct`/`StandardScaler`) if there is some methods in linalg 
like:
   ```
   def mapActive(f: (Int, Double) => Double): Vector
   return a new vector whose values are computed by orignial vector and 
function f,
   and f is only applied on active elements.
   
   def updateActive(f: (Int, Double) => Double): Unit
   like mapActive but update the values in-place
   ```
   How do you think about this? 

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