/* * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You under the Apache License, Version 2.0 * (the "License"); you may not use this file except in compliance with * the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ 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.internal.Logging import org.apache.spark.streaming.Duration import org.apache.spark.streaming.util.RecurringTimer import org.apache.spark.util.{Clock, SystemClock, ThreadUtils} /** * This is a helper class for managing Kinesis checkpointing. * * @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 clock In order to use ManualClocks for the purpose of testing */ private[kinesis] class KinesisCheckpointer( receiver: KinesisReceiver[_], checkpointInterval: Duration, workerId: String, clock: Clock = new SystemClock) extends Logging { // a map from shardId's to checkpointers private val checkpointers = new ConcurrentHashMap[String, IRecordProcessorCheckpointer]() private val lastCheckpointedSeqNums = new ConcurrentHashMap[String, String]() private val checkpointerThread: RecurringTimer = startCheckpointerThread() /** Update the checkpointer instance to the most recent one for the given shardId. */ def setCheckpointer(shardId: String, checkpointer: IRecordProcessorCheckpointer): Unit = { checkpointers.put(shardId, checkpointer) } /** * Stop tracking the specified shardId. * * If a checkpointer is provided, e.g. on IRecordProcessor.shutdown [[ShutdownReason.TERMINATE]], * we will use that to make the final checkpoint. If `null` is provided, we will not make the * checkpoint, e.g. in case of [[ShutdownReason.ZOMBIE]]. */ def removeCheckpointer(shardId: String, checkpointer: IRecordProcessorCheckpointer): Unit = { synchronized { checkpointers.remove(shardId) checkpoint(shardId, checkpointer) } } /** Perform the checkpoint. */ private def checkpoint(shardId: String, checkpointer: IRecordProcessorCheckpointer): Unit = { try { if (checkpointer != null) { receiver.getLatestSeqNumToCheckpoint(shardId).foreach { latestSeqNum => val lastSeqNum = lastCheckpointedSeqNums.get(shardId) // Kinesis sequence numbers are monotonically increasing strings, therefore we can do // safely do the string comparison if (lastSeqNum == null || latestSeqNum > lastSeqNum) { /* Perform the checkpoint */ KinesisRecordProcessor.retryRandom(checkpointer.checkpoint(latestSeqNum), 4, 100) logDebug(s"Checkpoint: WorkerId $workerId completed checkpoint at sequence number" + s" $latestSeqNum for shardId $shardId") lastCheckpointedSeqNums.put(shardId, latestSeqNum) } } } else { logDebug(s"Checkpointing skipped for shardId $shardId. Checkpointer not set.") } } catch { case NonFatal(e) => logWarning(s"Failed to checkpoint shardId $shardId to DynamoDB.", e) } } /** Checkpoint the latest saved sequence numbers for all active shardId's. */ private def checkpointAll(): Unit = synchronized { // if this method throws an exception, then the scheduled task will not run again try { val shardIds = checkpointers.keys() while (shardIds.hasMoreElements) { val shardId = shardIds.nextElement() checkpoint(shardId, checkpointers.get(shardId)) } } catch { case NonFatal(e) => logWarning("Failed to checkpoint to DynamoDB.", e) } } /** * Start the checkpointer thread with the given checkpoint duration. */ private def startCheckpointerThread(): RecurringTimer = { val period = checkpointInterval.milliseconds val threadName = s"Kinesis Checkpointer - Worker $workerId" val timer = new RecurringTimer(clock, period, _ => checkpointAll(), threadName) timer.start() logDebug(s"Started checkpointer thread: $threadName") timer } /** * Shutdown the checkpointer. Should be called on the onStop of the Receiver. */ def shutdown(): Unit = { // the recurring timer checkpoints for us one last time. checkpointerThread.stop(interruptTimer = false) checkpointers.clear() lastCheckpointedSeqNums.clear() logInfo("Successfully shutdown Kinesis Checkpointer.") } }