zhengruifeng opened a new pull request #26803: [SPARK-30178][ML] RobustScaler 
support bigger numFeatures
URL: https://github.com/apache/spark/pull/26803
 
 
   ### What changes were proposed in this pull request?
   compute the medians/ranges more distributedly
   
   ### Why are the changes needed?
   In Spark-Shell with default params, I processed a dataset with 
numFeatures=69,200, and existing impl fail due to OOM.
   After this PR, it will sucessfuly fit the model.
   
   
   ### Does this PR introduce any user-facing change?
   No
   
   
   ### How was this patch tested?
   existing testsuites
   

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