Github user matuskik commented on the pull request:

    https://github.com/apache/spark/pull/4875#issuecomment-96771177
  
    Unfortunately I will not have time to complete this pull request as I've 
moved away from this approach. You can either close this PR or take it over.
    
    Keep in mind, the current code has a problem with conflicting Partitioners. 
If the initialWindow has a different Partitioner than the Partitioner for the 
stream, the `PartitionerAwareUnionRDD` will throw an 
`ArrayIndexOutOfBoundsException`. I don't have the exact stack trace available 
anymore.


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