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

    https://github.com/apache/spark/pull/10835#discussion_r50768513
  
    --- Diff: core/src/main/scala/org/apache/spark/executor/InputMetrics.scala 
---
    @@ -34,44 +35,73 @@ object DataReadMethod extends Enumeration with 
Serializable {
     
     /**
      * :: DeveloperApi ::
    - * Metrics about reading input data.
    + * A collection of accumulators that represents metrics about reading data 
from external systems.
      */
     @DeveloperApi
    -case class InputMetrics(readMethod: DataReadMethod.Value) {
    +class InputMetrics private (
    +    _bytesRead: Accumulator[Long],
    +    _recordsRead: Accumulator[Long],
    +    _readMethod: Accumulator[String])
    +  extends Serializable {
    +
    +  private[executor] def this(accumMap: Map[String, Accumulator[_]]) {
    +    this(
    +      TaskMetrics.getAccum[Long](accumMap, 
InternalAccumulator.input.BYTES_READ),
    +      TaskMetrics.getAccum[Long](accumMap, 
InternalAccumulator.input.RECORDS_READ),
    +      TaskMetrics.getAccum[String](accumMap, 
InternalAccumulator.input.READ_METHOD))
    +  }
     
       /**
    -   * This is volatile so that it is visible to the updater thread.
    +   * Create a new [[InputMetrics]] that is not associated with any 
particular task.
    +   *
    +   * This mainly exists because of SPARK-5225, where we are forced to use 
a dummy [[InputMetrics]]
    +   * because we want to ignore metrics from a second read method. In the 
future, we should revisit
    +   * whether this is needed.
    +   *
    +   * A better alternative is [[TaskMetrics.registerInputMetrics]].
        */
    -  @volatile @transient var bytesReadCallback: Option[() => Long] = None
    +  private[executor] def this() {
    +    this(InternalAccumulator.createInputAccums()
    +      .map { a => (a.name.get, a) }.toMap[String, Accumulator[_]])
    +  }
     
       /**
    -   * Total bytes read.
    +   * Total number of bytes read.
        */
    -  private var _bytesRead: Long = _
    -  def bytesRead: Long = _bytesRead
    -  def incBytesRead(bytes: Long): Unit = _bytesRead += bytes
    +  def bytesRead: Long = _bytesRead.localValue
     
       /**
    -   * Total records read.
    +   * Total number of records read.
        */
    -  private var _recordsRead: Long = _
    -  def recordsRead: Long = _recordsRead
    -  def incRecordsRead(records: Long): Unit = _recordsRead += records
    +  def recordsRead: Long = _recordsRead.localValue
     
       /**
    -   * Invoke the bytesReadCallback and mutate bytesRead.
    +   * The source from which this task reads its input.
        */
    -  def updateBytesRead() {
    -    bytesReadCallback.foreach { c =>
    -      _bytesRead = c()
    -    }
    +  def readMethod: DataReadMethod.Value = 
DataReadMethod.withName(_readMethod.localValue)
    +
    +  private[spark] def incBytesRead(v: Long): Unit = _bytesRead.add(v)
    --- End diff --
    
    Yeah, I can't imagine that anyone would have reason to call 
`setBytesCallback`, so this is fine.


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