Github user andrewor14 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/7021#discussion_r33971537
  
    --- Diff: core/src/main/scala/org/apache/spark/rdd/RDDCheckpointData.scala 
---
    @@ -44,6 +46,26 @@ private[spark] class RDDCheckpointData[T: 
ClassTag](@transient rdd: RDD[T])
     
       import CheckpointState._
     
    +  // Because SparkContext is transient in RDD, so we can't get the id and 
checkpointDir later.
    +  // So keep a copy of the id and checkpointDir.
    --- End diff --
    
    Not sure if I understand this comment. How did it work before then? Even 
before this patch `doCheckpoint` directly calls `rdd.id`


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