Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/9674#issuecomment-157179166
  
    One suggestion is to merge `PipelineShardWriter` and `PipelineSharedReader` 
into a single object under `object Pipeline`, e.g., called `SharedReadWrite`. 
Then move `PipelineReader`, `PipelineWriter` to `object Pipeline`, and 
`PipelineModelReader` and `PipelineModelWriter` to `object PipelineModel`. The 
main purpose it to not pollute the package space in Java. Otherwise, they are 
all visible under `org.apache.spark.ml` in Java.


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