MQ 使用场景: 应用解耦、消峰填谷,消息分发。
Consumer
RocketMQ Consumer 分为 Pull Consumer 和 Push Consumer ,其实就是推拉消费者。
- Pull Consumer
- Push Consumer
DefaultMQPushConsumer
DefaultMQPushCOnsumerImpl 通过 start 方法启动
org.apache.rocketmq.client.consumer.DefaultMQPushConsumer
DefaultMQPushConsumer#start 启动代码:
代码语言:javascript复制 public void start() throws MQClientException {
setConsumerGroup(NamespaceUtil.wrapNamespace(this.getNamespace(), this.consumerGroup));
this.defaultMQPushConsumerImpl.start();
if (null != traceDispatcher) {
try {
traceDispatcher.start(this.getNamesrvAddr(), this.getAccessChannel());
} catch (MQClientException e) {
log.warn("trace dispatcher start failed ", e);
}
}
}
先简化说一下启动流程:
启动步骤如下, 启动准备,从nameserver 获取 topic 路由信息,检查 Consumer 配置,向每个 broker 发心跳,触发一次 rebalance.
代码语言:javascript复制 public synchronized void start() throws MQClientException {
// 1. 启动准备工作
switch (this.serviceState) {...}
// 2. 从 NameServer 更新 topic 路由信息
this.updateTopicSubscribeInfoWhenSubscriptionChanged();
// 3. 检查 consumer 配置
this.mQClientFactory.checkClientInBroker();
// 4. 向每个broker 发送心跳
this.mQClientFactory.sendHeartbeatToAllBrokerWithLock();
// 5. 立即触发一次 reblance
this.mQClientFactory.rebalanceImmediately();
}
启动准备工作中有 CREATE_JUST
状态判断。CREATE_JUST
的意思是 Service just created,not start
创建服务,没有启动。
start 启动核心代码在 DefaultMQPushConsumerImpl#start
代码语言:javascript复制 public synchronized void start() throws MQClientException {
switch (this.serviceState) {
case CREATE_JUST:
log.info("the consumer [{}] start beginning. messageModel={}, isUnitMode={}", this.defaultMQPushConsumer.getConsumerGroup(),
this.defaultMQPushConsumer.getMessageModel(), this.defaultMQPushConsumer.isUnitMode());
this.serviceState = ServiceState.START_FAILED;
// 1. 检查必要的参数consumerGroup、消费模式、consumerFromWhere、负载策略等配置
this.checkConfig();
// 2. 拷贝订阅信息,监听重投队列%RETRY%TOPIC
this.copySubscription();
if (this.defaultMQPushConsumer.getMessageModel() == MessageModel.CLUSTERING) {
this.defaultMQPushConsumer.changeInstanceNameToPID();
}
// 3. 获取MQ 实例,先从缓存中国取,没有则创建
this.mQClientFactory = MQClientManager.getInstance().getOrCreateMQClientInstance(this.defaultMQPushConsumer, this.rpcHook);
// 4. 设置 重负载的消费组
this.rebalanceImpl.setConsumerGroup(this.defaultMQPushConsumer.getConsumerGroup());
//设置消费模式
this.rebalanceImpl.setMessageModel(this.defaultMQPushConsumer.getMessageModel());
// 设置负载策略
this.rebalanceImpl.setAllocateMessageQueueStrategy(this.defaultMQPushConsumer.getAllocateMessageQueueStrategy());
this.rebalanceImpl.setmQClientFactory(this.mQClientFactory);
// 实例化消息拉取的包装类并注册消息过滤的消息类
this.pullAPIWrapper = new PullAPIWrapper(
mQClientFactory,
this.defaultMQPushConsumer.getConsumerGroup(), isUnitMode());
this.pullAPIWrapper.registerFilterMessageHook(filterMessageHookList);
// 选择对应的 offset 实现类,并加载 offset 集群,广播消息的 offset 从消费者本地获取,集群模式从 Brocker 维护。
if (this.defaultMQPushConsumer.getOffsetStore() != null) {
this.offsetStore = this.defaultMQPushConsumer.getOffsetStore();
} else {
switch (this.defaultMQPushConsumer.getMessageModel()) {
case BROADCASTING:
this.offsetStore = new LocalFileOffsetStore(this.mQClientFactory, this.defaultMQPushConsumer.getConsumerGroup());
break;
case CLUSTERING:
this.offsetStore = new RemoteBrokerOffsetStore(this.mQClientFactory, this.defaultMQPushConsumer.getConsumerGroup());
break;
default:
break;
}
this.defaultMQPushConsumer.setOffsetStore(this.offsetStore);
}
this.offsetStore.load();
// 启动消息消费者服务
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());
}
this.consumeMessageService.start();
// 8. 启动 MQ ClinentInstance
boolean registerOK = mQClientFactory.registerConsumer(this.defaultMQPushConsumer.getConsumerGroup(), this);
if (!registerOK) {
this.serviceState = ServiceState.CREATE_JUST;
this.consumeMessageService.shutdown(defaultMQPushConsumer.getAwaitTerminationMillisWhenShutdown());
throw new MQClientException("The consumer group[" this.defaultMQPushConsumer.getConsumerGroup()
"] has been created before, specify another name please." FAQUrl.suggestTodo(FAQUrl.GROUP_NAME_DUPLICATE_URL),
null);
}
mQClientFactory.start();
log.info("the consumer [{}] start OK.", this.defaultMQPushConsumer.getConsumerGroup());
this.serviceState = ServiceState.RUNNING;
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;
}
//9. 从nameserver拉取 topic 订阅消息
this.updateTopicSubscribeInfoWhenSubscriptionChanged();
//10. 向 broker 校验客户端
this.mQClientFactory.checkClientInBroker();
// 11. 给所有的 broker发送心跳。
this.mQClientFactory.sendHeartbeatToAllBrokerWithLock();
// 12. 负载队列
this.mQClientFactory.rebalanceImmediately();
}
咱们细化下启动过程
代码语言:javascript复制1. 检查必要的参数consumerGroup、消费模式、consumerFromWhere、负载策略等配置
2. 拷贝订阅信息,监听重投队列%RETRY%TOPIC
3. 获取MQ实例,先从缓存中取,没有则创建
4. 设置重负载的消费组、消费模式、负载策略等
5. 实例化消息拉取的包装类并注册消息过滤的钩子
选择对应的OffsetStore实现类,并加载offset。广播消息从本地获取offset (Consumer本地维护),6. 集群消息从远程获取 (broker端维护)
7. 启动消息消费服务
7.1 并发消费:15分钟执行一次,过期消息(15分钟还未被消费的消息)一次最多清理16条过期消息,将过期消息发回给broker
7.2 顺序消费:20s定时锁定当前实例消费的所有队列,上锁成功将ProcessQueue的lock属性设置为true
8. 启动MQClientInstance
8.1 启动请求和响应的通道
8.2 开启定时任务
8.2.1 定时30s拉取最新的broker和topic的路由信息
8.2.2.定时30s向broker发送心跳包
8.2.3 定时5s持久化consumer的offset
8.2.4 定时1分钟,动态调整线程池线程数量
8.3 启动消息拉取服务
8.4 每20s重新负载一次
9. 从nameserver拉取topic的订阅信息
10. 向broker校验客户端
11. 给所有的broker的master发送心跳包 、上传filterClass的源文件给FilterServer
12. 立即负载队列
内容比较多,主要关心如下几点:
拷贝订阅消息
构建主体订阅消息 SubscriptionData 并加入到 RebalanceImpl 的订阅消息中,订阅关系主要来自两个:
- 通过调用 DefaltMQPushConsumerImpl#subscribe 方法
- 订阅主题消息,RocketMQ 消息重试以消费组为单位,而不是主题,消息重试主题为
%RETRY% 消费组
. 消费者在启动的时候会自动订阅该主题,参与该主题的消息队列负载。
private void copySubscription() throws MQClientException {
try {
Map<String, String> sub = this.defaultMQPushConsumer.getSubscription();
if (sub != null) {
for (final Map.Entry<String, String> entry : sub.entrySet()) {
final String topic = entry.getKey();
final String subString = entry.getValue();
SubscriptionData subscriptionData = FilterAPI.buildSubscriptionData(topic, subString);
this.rebalanceImpl.getSubscriptionInner().put(topic, subscriptionData);
}
}
if (null == this.messageListenerInner) {
this.messageListenerInner = this.defaultMQPushConsumer.getMessageListener();
}
switch (this.defaultMQPushConsumer.getMessageModel()) {
case BROADCASTING:
break;
case CLUSTERING:
final String retryTopic = MixAll.getRetryTopic(this.defaultMQPushConsumer.getConsumerGroup());
SubscriptionData subscriptionData = FilterAPI.buildSubscriptionData(retryTopic, SubscriptionData.SUB_ALL);
this.rebalanceImpl.getSubscriptionInner().put(retryTopic, subscriptionData);
break;
default:
break;
}
} catch (Exception e) {
throw new MQClientException("subscription exception", e);
}
}
初始化消息进度
其实说的就是加载 offset , 如果消息消费是集群模式,那么消费进度(offset)保存在 Broker 上;如果是广播方式,消息进度存储在消费端。
代码语言:javascript复制switch (this.defaultMQPushConsumer.getMessageModel()) {
case BROADCASTING:
this.offsetStore = new LocalFileOffsetStore(this.mQClientFactory, this.defaultMQPushConsumer.getConsumerGroup());
break;
case CLUSTERING:
this.offsetStore = new RemoteBrokerOffsetStore(this.mQClientFactory, this.defaultMQPushConsumer.getConsumerGroup());
break;
default:
break;
}
this.defaultMQPushConsumer.setOffsetStore(this.offsetStore);
创建消费者线程服务
根据消费者是否顺序消费, 创建消费端消费线程服务。consumeMessageService
负责消息消费,内部维护的是个线程池。
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());
}
this.consumeMessageService.start();
向MQClientInstance 注册消费者,并启动
向 MQClientInstance 注册消费者,并启动MQClientInstance。在一个 JVM 中所有的生产者和消费者都持有同一个 MQClientInstance, MQClientInstance, 只会启动一次。
代码语言:javascript复制boolean registerOK = mQClientFactory.registerConsumer(this.defaultMQPushConsumer.getConsumerGroup(), this);
if (!registerOK) {
this.serviceState = ServiceState.CREATE_JUST;
this.consumeMessageService.shutdown(defaultMQPushConsumer.getAwaitTerminationMillisWhenShutdown());
throw new MQClientException("The consumer group[" this.defaultMQPushConsumer.getConsumerGroup()
"] has been created before, specify another name please." FAQUrl.suggestTodo(FAQUrl.GROUP_NAME_DUPLICATE_URL),
null);
}
mQClientFactory.start();
总结
介绍了一下 MQ
消费者启动过程,校验配置,获取订阅消息,设置消费者的消费模式,负载策略。加载消息进度,启动消息消费者服务,并向MQClientInstance
注册消费者Group和并启动MQClientInstance
,从 nameserver
拉取 topic
订阅信息,向 Broker
发送心跳包。
参考资料
- https://rocketmq.apache.org/dowloading/releases/
- git clone https://github.com/apache/rocketmq.git
- https://blog.csdn.net/qq_38082304/article/details/113483066