Github user marmbrus commented on a diff in the pull request:

    https://github.com/apache/spark/pull/1504#discussion_r15197742
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/json/JsonRDD.scala 
---
    @@ -239,9 +239,9 @@ private[sql] object JsonRDD extends Logging {
           // .map(identity) is used as a workaround of non-serializable Map
           // generated by .mapValues.
           // This issue is documented at 
https://issues.scala-lang.org/browse/SI-7005
    -      map.toMap.mapValues(scalafy).map(identity)
    +      JMapWrapper(map).mapValues(scalafy).map(identity)
    --- End diff --
    
    Should we be using the `.asScala` / `.asJava` methods in 
[`JavaConverters`](http://www.scala-lang.org/api/2.10.2/index.html#scala.collection.JavaConverters$)
 instead of creating these classes manually.  It seems like thats more robust 
to changes in the Scala library, and they handle cases like going back and 
forth efficiently.


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