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

    https://github.com/apache/spark/pull/15125#discussion_r100486268
  
    --- Diff: 
graphx/src/main/scala/org/apache/spark/graphx/util/PeriodicGraphCheckpointer.scala
 ---
    @@ -87,10 +88,7 @@ private[mllib] class PeriodicGraphCheckpointer[VD, ED](
     
       override protected def persist(data: Graph[VD, ED]): Unit = {
         if (data.vertices.getStorageLevel == StorageLevel.NONE) {
    -      data.vertices.persist()
    -    }
    -    if (data.edges.getStorageLevel == StorageLevel.NONE) {
    -      data.edges.persist()
    +      data.persist()
    --- End diff --
    
    hmm, `GraphImpl.persist` actually persists its `vertices` and 
`replicatedVertexView.edges` (i.e., `edges`). But the problem is we only check 
the storage level of vertices. Maybe we should keep the original.


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