系列
- RocketMQ consumer 启动流程
- RocketMQ consumer Rebalance过程
- RocketMQ consumer 注册过程
- RocketMQ consumer 并行消费过程
- RocketMQ consumer 有序消费过程
- RocketMq 消息pull过程分析
开篇
这个系列的主要目的是介绍RocketMq consumer的原理和用法，在这个系列当中会介绍 consumer的启动流程、consumer Rebalance的过程、consumer注册过程、consumer 并行消费过程、consumer 有序消费过程。
这篇文章介绍consumer 有序消费过程，介绍consumer的针对有序消息的消费流程。
consumer example
public class Consumer {
public static void main(String[] args) throws MQClientException {
DefaultMQPushConsumer consumer = new DefaultMQPushConsumer("order_consumer");
consumer.setNamesrvAddr("localhost:9876");
consumer.setConsumeFromWhere(ConsumeFromWhere.CONSUME_FROM_FIRST_OFFSET);
consumer.subscribe("TopicTest", "TagA || TagC || TagD");
consumer.registerMessageListener(new MessageListenerOrderly() {
AtomicLong consumeTimes = new AtomicLong(0);
@Override
public ConsumeOrderlyStatus consumeMessage(List<MessageExt> msgs, ConsumeOrderlyContext context) {
context.setAutoCommit(true);
System.out.printf("%s Receive New Messages: %s %n", Thread.currentThread().getName(), msgs);
this.consumeTimes.incrementAndGet();
if ((this.consumeTimes.get() % 2) == 0) {
return ConsumeOrderlyStatus.SUCCESS;
} else if ((this.consumeTimes.get() % 3) == 0) {
return ConsumeOrderlyStatus.ROLLBACK;
} else if ((this.consumeTimes.get() % 4) == 0) {
return ConsumeOrderlyStatus.COMMIT;
} else if ((this.consumeTimes.get() % 5) == 0) {
context.setSuspendCurrentQueueTimeMillis(3000);
return ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT;
}
return ConsumeOrderlyStatus.SUCCESS;
}
});
consumer.start();
System.out.printf("Consumer Started.%n");
}
}
- consumer.registerMessageListener中指定的Listener对象为MessageListenerOrderly。
connsumer有序消费触发时机
DefaultMQPushConsumerImpl
public class DefaultMQPushConsumerImpl implements MQConsumerInner {
private boolean consumeOrderly = false;
public synchronized void start() throws MQClientException {
switch (this.serviceState) {
case CREATE_JUST:
// 如果Listener为MessageListenerOrderly说明consumeOrderly = true
if (this.getMessageListenerInner() instanceof MessageListenerOrderly) {
this.consumeOrderly = true;
this.consumeMessageService =
new ConsumeMessageOrderlyService(this, (MessageListenerOrderly) this.getMessageListenerInner());
} else if (this.getMessageListenerInner() instanceof MessageListenerConcurrently) {
this.consumeOrderly = false;
this.consumeMessageService =
new ConsumeMessageConcurrentlyService(this, (MessageListenerConcurrently) this.getMessageListenerInner());
}
// 针对有序消息消费该service为ConsumeMessageOrderlyService
this.consumeMessageService.start();
break;
case RUNNING:
case START_FAILED:
case SHUTDOWN_ALREADY:
throw new MQClientException("The PushConsumer service state not OK, maybe started once, "
+ this.serviceState
+ FAQUrl.suggestTodo(FAQUrl.CLIENT_SERVICE_NOT_OK),
null);
default:
break;
}
}
}
- DefaultMQPushConsumerImpl#start判断Listener为MessageListenerOrderly说明consumeOrderly = true。
- consumeMessageService针对有序消息消费该service为ConsumeMessageOrderlyService。
updateProcessQueueTableInRebalance
public abstract class RebalanceImpl {
// processQueueTable保存MessageQueue和ProcessQueue的映射关系
protected final ConcurrentMap<MessageQueue, ProcessQueue> processQueueTable = new ConcurrentHashMap<MessageQueue, ProcessQueue>(64);
protected final ConcurrentMap<String/* topic */, Set<MessageQueue>> topicSubscribeInfoTable =
new ConcurrentHashMap<String, Set<MessageQueue>>();
private boolean updateProcessQueueTableInRebalance(final String topic, final Set<MessageQueue> mqSet,
final boolean isOrder) {
boolean changed = false;
// 1、处理consumer删除的MessageQueue
Iterator<Entry<MessageQueue, ProcessQueue>> it = this.processQueueTable.entrySet().iterator();
while (it.hasNext()) {
Entry<MessageQueue, ProcessQueue> next = it.next();
MessageQueue mq = next.getKey();
ProcessQueue pq = next.getValue();
if (mq.getTopic().equals(topic)) {
if (!mqSet.contains(mq)) {
pq.setDropped(true);
if (this.removeUnnecessaryMessageQueue(mq, pq)) {
it.remove();
changed = true;
log.info("doRebalance, {}, remove unnecessary mq, {}", consumerGroup, mq);
}
} else if (pq.isPullExpired()) {
switch (this.consumeType()) {
case CONSUME_ACTIVELY:
break;
case CONSUME_PASSIVELY:
pq.setDropped(true);
if (this.removeUnnecessaryMessageQueue(mq, pq)) {
it.remove();
changed = true;
log.error("[BUG]doRebalance, {}, remove unnecessary mq, {}, because pull is pause, so try to fixed it",
consumerGroup, mq);
}
break;
default:
break;
}
}
}
}
// 2、处理consumer新增的MessageQueue
List<PullRequest> pullRequestList = new ArrayList<PullRequest>();
for (MessageQueue mq : mqSet) {
if (!this.processQueueTable.containsKey(mq)) {
// 尝试去broker执行lock操作
if (isOrder && !this.lock(mq)) {
log.warn("doRebalance, {}, add a new mq failed, {}, because lock failed", consumerGroup, mq);
continue;
}
this.removeDirtyOffset(mq);
ProcessQueue pq = new ProcessQueue();
long nextOffset = this.computePullFromWhere(mq);
if (nextOffset >= 0) {
ProcessQueue pre = this.processQueueTable.putIfAbsent(mq, pq);
if (pre != null) {
log.info("doRebalance, {}, mq already exists, {}", consumerGroup, mq);
} else {
log.info("doRebalance, {}, add a new mq, {}", consumerGroup, mq);
PullRequest pullRequest = new PullRequest();
pullRequest.setConsumerGroup(consumerGroup);
pullRequest.setNextOffset(nextOffset);
pullRequest.setMessageQueue(mq);
pullRequest.setProcessQueue(pq);
pullRequestList.add(pullRequest);
changed = true;
}
} else {
log.warn("doRebalance, {}, add new mq failed, {}", consumerGroup, mq);
}
}
}
this.dispatchPullRequest(pullRequestList);
return changed;
}
}
- updateProcessQueueTableInRebalance是在rebalance重新分配MessageQueue触发的操作。
- updateProcessQueueTableInRebalance在处理consumer新增MessageQueue的过程中，processQueueTable会添加<MessageQueue, ProcessQueue>的映射关系。
- processQueueTable保存MessageQueue和ProcessQueue的映射关系。
- 在这个阶段后ProcessQueue中的locked状态为false。
ConsumeMessageOrderlyService
public class ConsumeMessageOrderlyService implements ConsumeMessageService {
public ConsumeMessageOrderlyService(DefaultMQPushConsumerImpl defaultMQPushConsumerImpl,
MessageListenerOrderly messageListener) {
this.defaultMQPushConsumerImpl = defaultMQPushConsumerImpl;
this.messageListener = messageListener;
this.defaultMQPushConsumer = this.defaultMQPushConsumerImpl.getDefaultMQPushConsumer();
this.consumerGroup = this.defaultMQPushConsumer.getConsumerGroup();
this.consumeRequestQueue = new LinkedBlockingQueue<Runnable>();
this.consumeExecutor = new ThreadPoolExecutor(
this.defaultMQPushConsumer.getConsumeThreadMin(),
this.defaultMQPushConsumer.getConsumeThreadMax(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.consumeRequestQueue,
new ThreadFactoryImpl("ConsumeMessageThread_"));
this.scheduledExecutorService = Executors.newSingleThreadScheduledExecutor(new ThreadFactoryImpl("ConsumeMessageScheduledThread_"));
}
public void start() {
if (MessageModel.CLUSTERING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())) {
this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
@Override
public void run() {
ConsumeMessageOrderlyService.this.lockMQPeriodically();
}
}, 1000 * 1, ProcessQueue.REBALANCE_LOCK_INTERVAL, TimeUnit.MILLISECONDS);
}
}
public void shutdown() {
this.stopped = true;
this.scheduledExecutorService.shutdown();
this.consumeExecutor.shutdown();
if (MessageModel.CLUSTERING.equals(this.defaultMQPushConsumerImpl.messageModel())) {
this.unlockAllMQ();
}
}
public synchronized void lockMQPeriodically() {
if (!this.stopped) {
this.defaultMQPushConsumerImpl.getRebalanceImpl().lockAll();
}
}
}
- ConsumeMessageOrderlyService#start会向scheduledExecutorService提交Runnable任务[lockMQPeriodically]执行周期性锁MessageQueue。
- lockMQPeriodically执行RebalanceImpl#lockAll。
RebalanceImpl#lockAll
public abstract class RebalanceImpl {
public void lockAll() {
// 1、按照brokerName聚合MessageQueue
// 需要通知指定broker去锁定该broker上的MessageQueue
HashMap<String, Set<MessageQueue>> brokerMqs = this.buildProcessQueueTableByBrokerName();
Iterator<Entry<String, Set<MessageQueue>>> it = brokerMqs.entrySet().iterator();
while (it.hasNext()) {
Entry<String, Set<MessageQueue>> entry = it.next();
final String brokerName = entry.getKey();
final Set<MessageQueue> mqs = entry.getValue();
if (mqs.isEmpty())
continue;
// 2、查找brokerName指定的broker地址
FindBrokerResult findBrokerResult = this.mQClientFactory.findBrokerAddressInSubscribe(brokerName, MixAll.MASTER_ID, true);
if (findBrokerResult != null) {
// 3、构建LockBatchRequestBody
LockBatchRequestBody requestBody = new LockBatchRequestBody();
requestBody.setConsumerGroup(this.consumerGroup);
requestBody.setClientId(this.mQClientFactory.getClientId());
requestBody.setMqSet(mqs);
try {
// 4、通知broker针对MessageQueue批量加锁lockBatchMQ
Set<MessageQueue> lockOKMQSet =
this.mQClientFactory.getMQClientAPIImpl().lockBatchMQ(findBrokerResult.getBrokerAddr(), requestBody, 1000);
// 5、针对加锁成功的lockOKMQSet的集合设置的processQueue的locked状态为true
for (MessageQueue mq : lockOKMQSet) {
ProcessQueue processQueue = this.processQueueTable.get(mq);
if (processQueue != null) {
if (!processQueue.isLocked()) {
log.info("the message queue locked OK, Group: {} {}", this.consumerGroup, mq);
}
processQueue.setLocked(true);
processQueue.setLastLockTimestamp(System.currentTimeMillis());
}
}
// 6、针对不在lockOKMQSet的集合设置的processQueue的locked状态为false
for (MessageQueue mq : mqs) {
if (!lockOKMQSet.contains(mq)) {
ProcessQueue processQueue = this.processQueueTable.get(mq);
if (processQueue != null) {
processQueue.setLocked(false);
log.warn("the message queue locked Failed, Group: {} {}", this.consumerGroup, mq);
}
}
}
} catch (Exception e) {
log.error("lockBatchMQ exception, " + mqs, e);
}
}
}
}
private HashMap<String/* brokerName */, Set<MessageQueue>> buildProcessQueueTableByBrokerName() {
HashMap<String, Set<MessageQueue>> result = new HashMap<String, Set<MessageQueue>>();
for (MessageQueue mq : this.processQueueTable.keySet()) {
Set<MessageQueue> mqs = result.get(mq.getBrokerName());
if (null == mqs) {
mqs = new HashSet<MessageQueue>();
result.put(mq.getBrokerName(), mqs);
}
mqs.add(mq);
}
return result;
}
}
- lockMQPeriodically周期性执行RebalanceImpl#lockAll。
- 1、按照brokerName聚合MessageQueue。
- 2、查找brokerName指定的broker地址。
- 3、构建批量加锁报文LockBatchRequestBody。
- 4、通知broker针对MessageQueue批量加锁lockBatchMQ。
- 5、针对加锁成功的lockOKMQSet的集合设置的processQueue的locked状态为true。
- 6、针对不在lockOKMQSet的集合设置的processQueue的locked状态为false。
connsumer有序消费过程
PullMessageService
public class PullMessageService extends ServiceThread {
@Override
public void run() {
log.info(this.getServiceName() + " service started");
while (!this.isStopped()) {
try {
PullRequest pullRequest = this.pullRequestQueue.take();
this.pullMessage(pullRequest);
} catch (InterruptedException ignored) {
} catch (Exception e) {
}
}
}
private void pullMessage(final PullRequest pullRequest) {
final MQConsumerInner consumer = this.mQClientFactory.selectConsumer(pullRequest.getConsumerGroup());
if (consumer != null) {
DefaultMQPushConsumerImpl impl = (DefaultMQPushConsumerImpl) consumer;
impl.pullMessage(pullRequest);
} else {
log.warn("No matched consumer for the PullRequest {}, drop it", pullRequest);
}
}
}
- PullMessageService#run会执行pullMessage方法，最终会执行DefaultMQPushConsumerImpl#pullMessage。
pullMessage
public class DefaultMQPushConsumerImpl implements MQConsumerInner {
public void pullMessage(final PullRequest pullRequest) {
// 省略相关代码
if (!this.consumeOrderly) {
// 处理非顺序消费的逻辑
} else {
// 处理顺序消费的逻辑，processQueue必须加锁才能使用
if (processQueue.isLocked()) {
// pullRequest针对第一次加锁的处理逻辑
if (!pullRequest.isLockedFirst()) {
final long offset = this.rebalanceImpl.computePullFromWhere(pullRequest.getMessageQueue());
boolean brokerBusy = offset < pullRequest.getNextOffset();
pullRequest.setLockedFirst(true);
pullRequest.setNextOffset(offset);
}
} else {
// 针对processQueue未加锁的情况直接返回
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
log.info("pull message later because not locked in broker, {}", pullRequest);
return;
}
}
// 省略相关代码
try {
this.pullAPIWrapper.pullKernelImpl(
pullRequest.getMessageQueue(),
subExpression,
subscriptionData.getExpressionType(),
subscriptionData.getSubVersion(),
pullRequest.getNextOffset(),
this.defaultMQPushConsumer.getPullBatchSize(),
sysFlag,
commitOffsetValue,
BROKER_SUSPEND_MAX_TIME_MILLIS,
CONSUMER_TIMEOUT_MILLIS_WHEN_SUSPEND,
CommunicationMode.ASYNC,
pullCallback
);
} catch (Exception e) {
log.error("pullKernelImpl exception", e);
this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
}
}
}
- 有序消息消费对应的processQueue必须加锁，未加锁的提交pullRequest下次消费。
PullCallback
public class DefaultMQPushConsumerImpl implements MQConsumerInner {
public void pullMessage(final PullRequest pullRequest) {
// 从pullRequest获取ProcessQueue
final ProcessQueue processQueue = pullRequest.getProcessQueue();
PullCallback pullCallback = new PullCallback() {
@Override
public void onSuccess(PullResult pullResult) {
if (pullResult != null) {
pullResult = DefaultMQPushConsumerImpl.this.pullAPIWrapper.processPullResult(pullRequest.getMessageQueue(), pullResult,
subscriptionData);
switch (pullResult.getPullStatus()) {
case FOUND:
long prevRequestOffset = pullRequest.getNextOffset();
pullRequest.setNextOffset(pullResult.getNextBeginOffset());
long pullRT = System.currentTimeMillis() - beginTimestamp;
DefaultMQPushConsumerImpl.this.getConsumerStatsManager().incPullRT(pullRequest.getConsumerGroup(),
pullRequest.getMessageQueue().getTopic(), pullRT);
long firstMsgOffset = Long.MAX_VALUE;
if (pullResult.getMsgFoundList() == null || pullResult.getMsgFoundList().isEmpty()) {
DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
} else {
firstMsgOffset = pullResult.getMsgFoundList().get(0).getQueueOffset();
DefaultMQPushConsumerImpl.this.getConsumerStatsManager().incPullTPS(pullRequest.getConsumerGroup(),
pullRequest.getMessageQueue().getTopic(), pullResult.getMsgFoundList().size());
// 1、将获取的消息添加到processQueue当中
boolean dispatchToConsume = processQueue.putMessage(pullResult.getMsgFoundList());
// 2、提交一个submitConsumeRequest任务
DefaultMQPushConsumerImpl.this.consumeMessageService.submitConsumeRequest(
pullResult.getMsgFoundList(),
processQueue,
pullRequest.getMessageQueue(),
dispatchToConsume);
// 3、重新提交pullRequest再次执行消息拉取
if (DefaultMQPushConsumerImpl.this.defaultMQPushConsumer.getPullInterval() > 0) {
DefaultMQPushConsumerImpl.this.executePullRequestLater(pullRequest,
DefaultMQPushConsumerImpl.this.defaultMQPushConsumer.getPullInterval());
} else {
DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest);
}
}
break;
case NO_NEW_MSG:
break;
case NO_MATCHED_MSG:
break;
case OFFSET_ILLEGAL:
break;
default:
break;
}
}
}
@Override
public void onException(Throwable e) {
if (!pullRequest.getMessageQueue().getTopic().startsWith(MixAll.RETRY_GROUP_TOPIC_PREFIX)) {
log.warn("execute the pull request exception", e);
}
DefaultMQPushConsumerImpl.this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException);
}
};
}
}
- 针对FOUND的状态，按照下列步骤进行处理。
- 1、将获取的消息添加到processQueue当中。
- 2、提交一个submitConsumeRequest任务。
- 3、重新提交pullRequest再次执行消息拉取。
submitConsumeRequest
public class ConsumeMessageOrderlyService implements ConsumeMessageService {
private final MessageListenerOrderly messageListener;
private final BlockingQueue<Runnable> consumeRequestQueue;
private final ThreadPoolExecutor consumeExecutor;
private final MessageQueueLock messageQueueLock = new MessageQueueLock();
private final ScheduledExecutorService scheduledExecutorService;
private volatile boolean stopped = false;
public ConsumeMessageOrderlyService(DefaultMQPushConsumerImpl defaultMQPushConsumerImpl,
MessageListenerOrderly messageListener) {
this.defaultMQPushConsumerImpl = defaultMQPushConsumerImpl;
this.messageListener = messageListener;
this.defaultMQPushConsumer = this.defaultMQPushConsumerImpl.getDefaultMQPushConsumer();
this.consumerGroup = this.defaultMQPushConsumer.getConsumerGroup();
this.consumeRequestQueue = new LinkedBlockingQueue<Runnable>();
this.consumeExecutor = new ThreadPoolExecutor(
this.defaultMQPushConsumer.getConsumeThreadMin(),
this.defaultMQPushConsumer.getConsumeThreadMax(),
1000 * 60,
TimeUnit.MILLISECONDS,
this.consumeRequestQueue,
new ThreadFactoryImpl("ConsumeMessageThread_"));
// scheduledExecutorService为单线程的executorService
this.scheduledExecutorService = Executors.newSingleThreadScheduledExecutor(new ThreadFactoryImpl("ConsumeMessageScheduledThread_"));
}
@Override
public void submitConsumeRequest(
final List<MessageExt> msgs,
final ProcessQueue processQueue,
final MessageQueue messageQueue,
final boolean dispathToConsume) {
if (dispathToConsume) {
ConsumeRequest consumeRequest = new ConsumeRequest(processQueue, messageQueue);
this.consumeExecutor.submit(consumeRequest);
}
}
}
- 通过consumeExecutor.submit(consumeRequest)执行consumeRequest任务。
ConsumeRequest
public class ConsumeMessageOrderlyService implements ConsumeMessageService {
class ConsumeRequest implements Runnable {
private final ProcessQueue processQueue;
private final MessageQueue messageQueue;
@Override
public void run() {
// 通过objLock来保证线程安全
final Object objLock = messageQueueLock.fetchLockObject(this.messageQueue);
synchronized (objLock) {
if (MessageModel.BROADCASTING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
|| (this.processQueue.isLocked() && !this.processQueue.isLockExpired())) {
// 真正执行消费消息逻辑
final long beginTime = System.currentTimeMillis();
for (boolean continueConsume = true; continueConsume; ) {
// 广播模式或者未加锁的情况下重新提交下次消费处理
if (MessageModel.CLUSTERING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
&& !this.processQueue.isLocked()) {
log.warn("the message queue not locked, so consume later, {}", this.messageQueue);
ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 10);
break;
}
// 广播模式或者未加锁的情况下重新提交下次消费处理
if (MessageModel.CLUSTERING.equals(ConsumeMessageOrderlyService.this.defaultMQPushConsumerImpl.messageModel())
&& this.processQueue.isLockExpired()) {
log.warn("the message queue lock expired, so consume later, {}", this.messageQueue);
ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 10);
break;
}
final int consumeBatchSize =
ConsumeMessageOrderlyService.this.defaultMQPushConsumer.getConsumeMessageBatchMaxSize();
// 获取本次拉取的消息msgs并重新设置topic为重试队列
// takeMessags会把msgTreeMap的消息移动到consumingMsgOrderlyTreeMap当中
List<MessageExt> msgs = this.processQueue.takeMessags(consumeBatchSize);
defaultMQPushConsumerImpl.resetRetryAndNamespace(msgs, defaultMQPushConsumer.getConsumerGroup());
if (!msgs.isEmpty()) {
final ConsumeOrderlyContext context = new ConsumeOrderlyContext(this.messageQueue);
ConsumeOrderlyStatus status = null;
// 省略相关代码
long beginTimestamp = System.currentTimeMillis();
ConsumeReturnType returnType = ConsumeReturnType.SUCCESS;
boolean hasException = false;
try {
// 加锁操作
this.processQueue.getLockConsume().lock();
// 执行consumer侧的消费回调
status = messageListener.consumeMessage(Collections.unmodifiableList(msgs), context);
} catch (Throwable e) {
hasException = true;
} finally {
// 解锁操作
this.processQueue.getLockConsume().unlock();
}
long consumeRT = System.currentTimeMillis() - beginTimestamp;
if (null == status) {
if (hasException) {
returnType = ConsumeReturnType.EXCEPTION;
} else {
returnType = ConsumeReturnType.RETURNNULL;
}
} else if (consumeRT >= defaultMQPushConsumer.getConsumeTimeout() * 60 * 1000) {
returnType = ConsumeReturnType.TIME_OUT;
} else if (ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT == status) {
returnType = ConsumeReturnType.FAILED;
} else if (ConsumeOrderlyStatus.SUCCESS == status) {
returnType = ConsumeReturnType.SUCCESS;
}
if (null == status) {
status = ConsumeOrderlyStatus.SUSPEND_CURRENT_QUEUE_A_MOMENT;
}
continueConsume = ConsumeMessageOrderlyService.this.processConsumeResult(msgs, status, context, this);
} else {
continueConsume = false;
}
}
} else {
ConsumeMessageOrderlyService.this.tryLockLaterAndReconsume(this.messageQueue, this.processQueue, 100);
}
}
}
}
}
- ConsumeRequest的run方法用于任务的实际执行。
- 广播模式或者未加锁的情况下重新提交下次消费处理，只有在成功加锁的情况下才能消费消息。
- 消费消息的过程按照 加锁、调用consumer回调消费消息、解锁 的流程进行操作。
- 待消费的消息会从ProcessQueue中的msgTreeMap移到consumingMsgOrderlyTreeMap。
processConsumeResult
public class ConsumeMessageOrderlyService implements ConsumeMessageService {
public boolean processConsumeResult(
final List<MessageExt> msgs,
final ConsumeOrderlyStatus status,
final ConsumeOrderlyContext context,
final ConsumeRequest consumeRequest
) {
boolean continueConsume = true;
long commitOffset = -1L;
if (context.isAutoCommit()) {
switch (status) {
case COMMIT:
case ROLLBACK:
case SUCCESS:
commitOffset = consumeRequest.getProcessQueue().commit();
break;
case SUSPEND_CURRENT_QUEUE_A_MOMENT:
break;
default:
break;
}
} else {
// 省略相关代码
}
if (commitOffset >= 0 && !consumeRequest.getProcessQueue().isDropped()) {
this.defaultMQPushConsumerImpl.getOffsetStore().updateOffset(consumeRequest.getMessageQueue(), commitOffset, false);
}
return continueConsume;
}
}
- 1、processConsumeResult会执行ProcessQueue#commit方法。
- 2、执行getOffsetStore().updateOffset()会更新消费位移。
ProcessQueue
public class ProcessQueue {
public List<MessageExt> takeMessags(final int batchSize) {
List<MessageExt> result = new ArrayList<MessageExt>(batchSize);
final long now = System.currentTimeMillis();
try {
this.lockTreeMap.writeLock().lockInterruptibly();
this.lastConsumeTimestamp = now;
try {
if (!this.msgTreeMap.isEmpty()) {
for (int i = 0; i < batchSize; i++) {
Map.Entry<Long, MessageExt> entry = this.msgTreeMap.pollFirstEntry();
if (entry != null) {
result.add(entry.getValue());
consumingMsgOrderlyTreeMap.put(entry.getKey(), entry.getValue());
} else {
break;
}
}
}
if (result.isEmpty()) {
consuming = false;
}
} finally {
this.lockTreeMap.writeLock().unlock();
}
} catch (InterruptedException e) {
log.error("take Messages exception", e);
}
return result;
}
public long commit() {
try {
this.lockTreeMap.writeLock().lockInterruptibly();
try {
Long offset = this.consumingMsgOrderlyTreeMap.lastKey();
msgCount.addAndGet(0 - this.consumingMsgOrderlyTreeMap.size());
for (MessageExt msg : this.consumingMsgOrderlyTreeMap.values()) {
msgSize.addAndGet(0 - msg.getBody().length);
}
this.consumingMsgOrderlyTreeMap.clear();
if (offset != null) {
return offset + 1;
}
} finally {
this.lockTreeMap.writeLock().unlock();
}
} catch (InterruptedException e) {
log.error("commit exception", e);
}
return -1;
}
}
- takeMessags负责从msgTreeMap移动消息到consumingMsgOrderlyTreeMap。
- commit负责从consumingMsgOrderlyTreeMap清除消息并返回最后一个消息的位移offset+1。
