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

    https://github.com/apache/spark/pull/1039#discussion_r14785131
  
    --- Diff: core/src/main/scala/org/apache/spark/rdd/RDD.scala ---
    @@ -1235,11 +1235,43 @@ abstract class RDD[T: ClassTag](
     
       /** A description of this RDD and its recursive dependencies for 
debugging. */
       def toDebugString: String = {
    -    def debugString(rdd: RDD[_], prefix: String = ""): Seq[String] = {
    -      Seq(prefix + rdd + " (" + rdd.partitions.size + " partitions)") ++
    -        rdd.dependencies.flatMap(d => debugString(d.rdd, prefix + "  "))
    +    // Apply a different rule to the last child
    +    def debugChildren(rdd: RDD[_], prefix: String): Seq[String] = {
    +      val len = rdd.dependencies.length
    +      len match {
    +        case 0 => Seq.empty
    +        case 1 =>
    +          val d = rdd.dependencies.head
    +          debugString(d.rdd, prefix, 
d.isInstanceOf[ShuffleDependency[_,_]], true)
    +        case _ =>
    +          val frontDeps = rdd.dependencies.take(len - 1)
    +          val endDep = rdd.dependencies.takeRight(1).head
    +          (frontDeps.flatMap(d => debugString(d.rdd, prefix, 
d.isInstanceOf[ShuffleDependency[_,_]]))
    +            ++ debugString(endDep.rdd, prefix, 
endDep.isInstanceOf[ShuffleDependency[_,_]], true))
    +      }
    +    }
    +    // The first RDD in the dependency stack has no parents, so no need 
for a +-
    +    def firstDebugString(rdd: RDD[_]): Seq[String] = {
    --- End diff --
    
    Turns out it does not allow you to use `private` on inner functions. "we 
refactored the original [object]... by transforming [a private method] into a 
local function of [another method]. To do so we removed the `private` modifier, 
which can only be applied (and is only needed) for methods..." Programming in 
Scala


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