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

    https://github.com/apache/spark/pull/6968#discussion_r33627973
  
    --- Diff: core/src/main/scala/org/apache/spark/rdd/RDDCheckpointData.scala 
---
    @@ -46,37 +45,35 @@ private[spark] class RDDCheckpointData[T: 
ClassTag](@transient rdd: RDD[T])
       import CheckpointState._
     
       // The checkpoint state of the associated RDD.
    -  var cpState = Initialized
    +  private var cpState = Initialized
     
       // The file to which the associated RDD has been checkpointed to
    -  @transient var cpFile: Option[String] = None
    +  private var cpFile: Option[String] = None
     
       // The CheckpointRDD created from the checkpoint file, that is, the new 
parent the associated RDD.
    -  var cpRDD: Option[RDD[T]] = None
    -
    -  // Mark the RDD for checkpointing
    -  def markForCheckpoint() {
    -    RDDCheckpointData.synchronized {
    -      if (cpState == Initialized) cpState = MarkedForCheckpoint
    -    }
    -  }
    +  // This is defined if and only if `cpState` is `Checkpointed`.
    +  private var cpRDD: Option[CheckpointRDD[T]] = None
     
       // Is the RDD already checkpointed
    -  def isCheckpointed: Boolean = {
    -    RDDCheckpointData.synchronized { cpState == Checkpointed }
    +  def isCheckpointed: Boolean = synchronized {
    +    cpState == Checkpointed
    --- End diff --
    
    Offline conversation: Global lock necessary to ensure correctness.


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