Github user sryza commented on a diff in the pull request: https://github.com/apache/spark/pull/4067#discussion_r23942054 --- 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 -- @ksakellis I think Patrick means locking in the sense that `AtomicLong` and its ilk use special compare-and-swap hardware instructions that lock the bus. They're more performant than acquiring a software lock, but still have high overhead compared to updating a variable that's in CPU cache. http://en.wikipedia.org/wiki/Compare-and-swap
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