Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/4811#issuecomment-76487495
  
    LGTM.  I ran into a bug running the example, but it seems to be coming from 
elsewhere.  It happens when calling train---and not all the time, only 
sometimes:
    
    ```
    java.lang.ClassCastException: scala.None$ cannot be cast to java.util.List
        at 
org.apache.spark.api.python.PythonAccumulatorParam.addInPlace(PythonRDD.scala:745)
        at org.apache.spark.Accumulable.$plus$plus$eq(Accumulators.scala:82)
        at 
org.apache.spark.Accumulators$$anonfun$add$2.apply(Accumulators.scala:340)
        at 
org.apache.spark.Accumulators$$anonfun$add$2.apply(Accumulators.scala:335)
        at 
scala.collection.TraversableLike$WithFilter$$anonfun$foreach$1.apply(TraversableLike.scala:772)
        at 
scala.collection.mutable.HashMap$$anonfun$foreach$1.apply(HashMap.scala:98)
        at 
scala.collection.mutable.HashMap$$anonfun$foreach$1.apply(HashMap.scala:98)
        at 
scala.collection.mutable.HashTable$class.foreachEntry(HashTable.scala:226)
        at scala.collection.mutable.HashMap.foreachEntry(HashMap.scala:39)
        at scala.collection.mutable.HashMap.foreach(HashMap.scala:98)
        at 
scala.collection.TraversableLike$WithFilter.foreach(TraversableLike.scala:771)
        at org.apache.spark.Accumulators$.add(Accumulators.scala:335)
        at 
org.apache.spark.scheduler.DAGScheduler.updateAccumulators(DAGScheduler.scala:892)
        at 
org.apache.spark.scheduler.DAGScheduler.handleTaskCompletion(DAGScheduler.scala:974)
        at 
org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1398)
        at 
org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1362)
        at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)
    15/02/27 14:41:29 ERROR DAGScheduler: Failed to update accumulators for 
ResultTask(279, 4)
    java.lang.ClassCastException: scala.None$ cannot be cast to java.util.List
        at 
org.apache.spark.api.python.PythonAccumulatorParam.addInPlace(PythonRDD.scala:745)
        at org.apache.spark.Accumulable.$plus$plus$eq(Accumulators.scala:82)
        at 
org.apache.spark.Accumulators$$anonfun$add$2.apply(Accumulators.scala:340)
        at 
org.apache.spark.Accumulators$$anonfun$add$2.apply(Accumulators.scala:335)
        at 
scala.collection.TraversableLike$WithFilter$$anonfun$foreach$1.apply(TraversableLike.scala:772)
        at 
scala.collection.mutable.HashMap$$anonfun$foreach$1.apply(HashMap.scala:98)
        at 
scala.collection.mutable.HashMap$$anonfun$foreach$1.apply(HashMap.scala:98)
        at 
scala.collection.mutable.HashTable$class.foreachEntry(HashTable.scala:226)
        at scala.collection.mutable.HashMap.foreachEntry(HashMap.scala:39)
        at scala.collection.mutable.HashMap.foreach(HashMap.scala:98)
        at 
scala.collection.TraversableLike$WithFilter.foreach(TraversableLike.scala:771)
        at org.apache.spark.Accumulators$.add(Accumulators.scala:335)
        at 
org.apache.spark.scheduler.DAGScheduler.updateAccumulators(DAGScheduler.scala:892)
        at 
org.apache.spark.scheduler.DAGScheduler.handleTaskCompletion(DAGScheduler.scala:974)
        at 
org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1398)
        at 
org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1362)
        at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)
    ```
    
    I'll make a separate JIRA for it.


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