Github user mars commented on the issue:

    https://github.com/apache/predictionio/pull/447
  
    This PR stalled due to @dszeto's concerns about removing the distributed 
processing capability from `pio batchpredict`. I agree that distributed batch 
processing is optimal, but do not have a solution for the nested RDDs problem 
encountered for RDD-based persistent models.


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