Github user viirya commented on the pull request:

    https://github.com/apache/spark/pull/12870#issuecomment-219007782
  
    @mengxr @dbtsai Separating the pickle paths for `pyspark.ml` and 
`pyspark.mllib` is not possible without the changes in #12627, as it requires 
the Scala ML code changes as well.
    
    I will submit another PR for this jira that only copies 
`pyspark.mllib.linalg` to `pyspark.ml.linalg`. When that PR is merged, I will 
apply the changes of python codes in this PR against #12627 by submitting a PR 
for it. Then I think it should solve the problem.


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