[improve](routine load) delay schedule EOF tasks to avoid too many small transactions (#39975) (#40509)
pick (#39975) We encountered a scenario where a large number of small transactions were generated, resulting in an impact on query performance: Kafka's data comes in batches of very small data every very short time, which leads to tasks being frequently scheduled and ending very quickly, resulting in a large number of small transactions. To solve this problem, we delay the scheduling of tasks that perceive EOF, which would not delay data consumption, for perceiving EOF indicates that the consumption speed is greater than the production speed.
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@ -59,6 +59,7 @@ public class KafkaTaskInfo extends RoutineLoadTaskInfo {
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kafkaTaskInfo.getTimeoutMs(), kafkaTaskInfo.getTimeoutBackOffCount(),
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kafkaTaskInfo.getBeId(), isMultiTable);
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this.partitionIdToOffset = partitionIdToOffset;
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this.isEof = kafkaTaskInfo.getIsEof();
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}
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public List<Integer> getPartitions() {
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@ -1286,7 +1286,7 @@ public abstract class RoutineLoadJob extends AbstractTxnStateChangeCallback impl
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} else if (checkCommitInfo(rlTaskTxnCommitAttachment, txnState, txnStatusChangeReason)) {
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// step2: update job progress
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updateProgress(rlTaskTxnCommitAttachment);
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routineLoadTaskInfo.selfAdaptTimeout(rlTaskTxnCommitAttachment);
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routineLoadTaskInfo.handleTaskByTxnCommitAttachment(rlTaskTxnCommitAttachment);
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}
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if (rlTaskTxnCommitAttachment != null && !Strings.isNullOrEmpty(rlTaskTxnCommitAttachment.getErrorLogUrl())) {
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@ -76,6 +76,8 @@ public abstract class RoutineLoadTaskInfo {
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protected static final int MAX_TIMEOUT_BACK_OFF_COUNT = 3;
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protected int timeoutBackOffCount = 0;
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protected boolean isEof = false;
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// this status will be set when corresponding transaction's status is changed.
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// so that user or other logic can know the status of the corresponding txn.
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protected TransactionStatus txnStatus = TransactionStatus.UNKNOWN;
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@ -160,6 +162,10 @@ public abstract class RoutineLoadTaskInfo {
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return timeoutBackOffCount;
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}
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public boolean getIsEof() {
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return isEof;
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}
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public boolean isTimeout() {
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if (txnStatus == TransactionStatus.COMMITTED || txnStatus == TransactionStatus.VISIBLE) {
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// the corresponding txn is already finished, this task can not be treated as timeout.
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@ -174,7 +180,12 @@ public abstract class RoutineLoadTaskInfo {
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return false;
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}
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public void selfAdaptTimeout(RLTaskTxnCommitAttachment rlTaskTxnCommitAttachment) {
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public void handleTaskByTxnCommitAttachment(RLTaskTxnCommitAttachment rlTaskTxnCommitAttachment) {
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selfAdaptTimeout(rlTaskTxnCommitAttachment);
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judgeEof(rlTaskTxnCommitAttachment);
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}
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private void selfAdaptTimeout(RLTaskTxnCommitAttachment rlTaskTxnCommitAttachment) {
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long taskExecutionTime = rlTaskTxnCommitAttachment.getTaskExecutionTimeMs();
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long timeoutMs = this.timeoutMs;
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@ -189,6 +200,15 @@ public abstract class RoutineLoadTaskInfo {
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this.timeoutMs = timeoutMs;
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}
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private void judgeEof(RLTaskTxnCommitAttachment rlTaskTxnCommitAttachment) {
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RoutineLoadJob routineLoadJob = routineLoadManager.getJob(jobId);
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if (rlTaskTxnCommitAttachment.getTotalRows() < routineLoadJob.getMaxBatchRows()
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&& rlTaskTxnCommitAttachment.getReceivedBytes() < routineLoadJob.getMaxBatchSizeBytes()
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&& rlTaskTxnCommitAttachment.getTaskExecutionTimeMs() < this.timeoutMs) {
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this.isEof = true;
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}
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}
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abstract TRoutineLoadTask createRoutineLoadTask() throws UserException;
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// begin the txn of this task
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@ -101,6 +101,16 @@ public class RoutineLoadTaskScheduler extends MasterDaemon {
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try {
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// This step will be blocked when queue is empty
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RoutineLoadTaskInfo routineLoadTaskInfo = needScheduleTasksQueue.take();
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// try to delay scheduling tasks that are perceived as Eof to MaxBatchInterval
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// to avoid to much small transaction
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if (routineLoadTaskInfo.getIsEof()) {
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RoutineLoadJob routineLoadJob = routineLoadManager.getJob(routineLoadTaskInfo.getJobId());
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if (System.currentTimeMillis() - routineLoadTaskInfo.getLastScheduledTime()
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< routineLoadJob.getMaxBatchIntervalS()) {
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needScheduleTasksQueue.addLast(routineLoadTaskInfo);
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return;
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}
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}
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scheduleOneTask(routineLoadTaskInfo);
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} catch (Exception e) {
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LOG.warn("Taking routine load task from queue has been interrupted", e);
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@ -108,6 +118,7 @@ public class RoutineLoadTaskScheduler extends MasterDaemon {
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}
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private void scheduleOneTask(RoutineLoadTaskInfo routineLoadTaskInfo) throws Exception {
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routineLoadTaskInfo.setLastScheduledTime(System.currentTimeMillis());
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if (LOG.isDebugEnabled()) {
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LOG.debug("schedule routine load task info {} for job {}",
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routineLoadTaskInfo.id, routineLoadTaskInfo.getJobId());
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