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

    https://github.com/apache/spark/pull/9421#discussion_r43817494
  
    --- Diff: 
extras/kinesis-asl/src/main/scala/org/apache/spark/streaming/kinesis/KinesisCheckpointState.scala
 ---
    @@ -16,39 +16,77 @@
      */
     package org.apache.spark.streaming.kinesis
     
    +import java.util.concurrent._
    +
    +import scala.util.control.NonFatal
    +
    +import 
com.amazonaws.services.kinesis.clientlibrary.interfaces.IRecordProcessorCheckpointer
    +import com.amazonaws.services.kinesis.clientlibrary.types.ShutdownReason
    +
     import org.apache.spark.Logging
     import org.apache.spark.streaming.Duration
    -import org.apache.spark.util.{Clock, ManualClock, SystemClock}
     
     /**
    - * This is a helper class for managing checkpoint clocks.
    + * This is a helper class for managing Kinesis checkpointing.
      *
    - * @param checkpointInterval
    - * @param currentClock.  Default to current SystemClock if none is passed 
in (mocking purposes)
    + * @param receiver The receiver that keeps track of which sequence numbers 
we can checkpoint
    + * @param checkpointInterval How frequently we will checkpoint to DynamoDB
    + * @param workerId Worker Id of KCL worker for logging purposes
    + * @param shardId The shard this worker was consuming data from
      */
    -private[kinesis] class KinesisCheckpointState(
    +private[kinesis] class KinesisCheckpointState[T](
    +    receiver: KinesisReceiver[T],
         checkpointInterval: Duration,
    -    currentClock: Clock = new SystemClock())
    -  extends Logging {
    +    workerId: String,
    +    shardId: String) extends Logging {
     
    -  /* Initialize the checkpoint clock using the given currentClock + 
checkpointInterval millis */
    -  val checkpointClock = new ManualClock()
    -  checkpointClock.setTime(currentClock.getTimeMillis() + 
checkpointInterval.milliseconds)
    +  private var _checkpointer: Option[IRecordProcessorCheckpointer] = None
    --- End diff --
    
    This should be `volatile`


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