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

    https://github.com/apache/spark/pull/4067#discussion_r23066295
  
    --- Diff: core/src/main/scala/org/apache/spark/rdd/HadoopRDD.scala ---
    @@ -213,18 +213,19 @@ class HadoopRDD[K, V](
           logInfo("Input split: " + split.inputSplit)
           val jobConf = getJobConf()
     
    -      val inputMetrics = new InputMetrics(DataReadMethod.Hadoop)
    +      val inputMetrics = context.taskMetrics
    +        .getInputMetricsForReadMethod(DataReadMethod.Hadoop)
    +
           // Find a function that will return the FileSystem bytes read by 
this thread. Do this before
           // creating RecordReader, because RecordReader's constructor might 
read some bytes
    -      val bytesReadCallback = if 
(split.inputSplit.value.isInstanceOf[FileSplit]) {
    -        SparkHadoopUtil.get.getFSBytesReadOnThreadCallback(
    -          split.inputSplit.value.asInstanceOf[FileSplit].getPath, jobConf)
    -      } else {
    -        None
    -      }
    -      if (bytesReadCallback.isDefined) {
    -        context.taskMetrics.inputMetrics = Some(inputMetrics)
    -      }
    +      val bytesReadCallback = inputMetrics.bytesReadCallback.orElse(
    +        split.inputSplit.value match {
    +          case split: FileSplit =>
    +            
SparkHadoopUtil.get.getFSBytesReadOnThreadCallback(split.getPath, jobConf)
    +          case _ => None
    +        }
    +      )
    +      inputMetrics.setBytesReadCallback(bytesReadCallback)
    --- End diff --
    
    This is from a previous commit. 


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