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

    https://github.com/apache/spark/pull/4067#discussion_r23958696
  
    --- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
    @@ -47,9 +49,13 @@ private[spark] class CacheManager(blockManager: 
BlockManager) extends Logging {
             val inputMetrics = blockResult.inputMetrics
             val existingMetrics = context.taskMetrics
               .getInputMetricsForReadMethod(inputMetrics.readMethod)
    -        existingMetrics.addBytesRead(inputMetrics.bytesRead)
    +        existingMetrics.incBytesRead(inputMetrics.bytesRead)
     
    -        new InterruptibleIterator(context, 
blockResult.data.asInstanceOf[Iterator[T]])
    +        val iter = blockResult.data.asInstanceOf[Iterator[T]]
    +        new InterruptibleIterator(context, 
AfterNextInterceptingIterator(iter, (next: T) => {
    +          existingMetrics.incRecordsRead(1)
    --- End diff --
    
    That's the general assumption. We should document that better.
    
    In general, each task is only processed by a single thread. Otherwise a lot 
of things will break.


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