|
| 1 | +# RocketMQ 消息拉取流程 |
| 2 | + |
| 3 | +之前在消费者启动流程中描述过 MQClientInstance 的启动流程,在启动过程中会启动 PullMessageService,它继承了`ServiceThread`,并且 ServiceThread 实现了 Runnable 接口,所以是单独启动了一个线程 |
| 4 | + |
| 5 | +`public class PullMessageService extends ServiceThread` |
| 6 | + |
| 7 | +`public abstract class ServiceThread implements Runnable` |
| 8 | + |
| 9 | +PullMessageService 的 run 方法如下: |
| 10 | + |
| 11 | +`protected volatile boolean stopped = false;` |
| 12 | + |
| 13 | +```java |
| 14 | +public void run() { |
| 15 | + log.info(this.getServiceName() + " service started"); |
| 16 | + |
| 17 | + while (!this.isStopped()) { |
| 18 | + try { |
| 19 | + PullRequest pullRequest = this.pullRequestQueue.take(); |
| 20 | + this.pullMessage(pullRequest); |
| 21 | + } catch (InterruptedException ignored) { |
| 22 | + } catch (Exception e) { |
| 23 | + log.error("Pull Message Service Run Method exception", e); |
| 24 | + } |
| 25 | + } |
| 26 | + |
| 27 | + log.info(this.getServiceName() + " service end"); |
| 28 | +} |
| 29 | +``` |
| 30 | + |
| 31 | +只要没有停止,线程一直会从 PullRequestQueue 中获取 PullRequest 消息拉取任务,如果队列为空,会一直阻塞,直到有 PullRequest 被放入队列中,如果拿到了 PullRequest 就会调用 pullMessage 方法拉取消息 |
| 32 | + |
| 33 | +添加 PullRequest 有两个方法,一个是延迟添加,另一个是立即添加 |
| 34 | + |
| 35 | +```java |
| 36 | +public void executePullRequestLater(final PullRequest pullRequest, final long timeDelay) { |
| 37 | + if (!isStopped()) { |
| 38 | + this.scheduledExecutorService.schedule(new Runnable() { |
| 39 | + @Override |
| 40 | + public void run() { |
| 41 | + PullMessageService.this.executePullRequestImmediately(pullRequest); |
| 42 | + } |
| 43 | + }, timeDelay, TimeUnit.MILLISECONDS); |
| 44 | + } else { |
| 45 | + log.warn("PullMessageServiceScheduledThread has shutdown"); |
| 46 | + } |
| 47 | +} |
| 48 | + |
| 49 | +public void executePullRequestImmediately(final PullRequest pullRequest) { |
| 50 | + try { |
| 51 | + this.pullRequestQueue.put(pullRequest); |
| 52 | + } catch (InterruptedException e) { |
| 53 | + log.error("executePullRequestImmediately pullRequestQueue.put", e); |
| 54 | + } |
| 55 | +} |
| 56 | +``` |
| 57 | + |
| 58 | +org.apache.rocketmq.client.impl.consumer.PullMessageService#pullMessage |
| 59 | + |
| 60 | +拉取消息流程: |
| 61 | + |
| 62 | +根据消费组获取`MQConsumerInner`,根据推模式还是拉模式,强转为`DefaultMQPushConsumerImpl`还是`DefaultLitePullConsumerImpl` |
| 63 | + |
| 64 | +org.apache.rocketmq.client.impl.consumer.DefaultMQPushConsumerImpl#pullMessage |
| 65 | + |
| 66 | +`第1步:获取处理队列`,`如果队列被丢弃结束` |
| 67 | + |
| 68 | +```java |
| 69 | +final ProcessQueue processQueue = pullRequest.getProcessQueue(); |
| 70 | + |
| 71 | +if (processQueue.isDropped()) { |
| 72 | + log.info("the pull request[{}] is dropped.", pullRequest.toString()); |
| 73 | + return; |
| 74 | +} |
| 75 | +``` |
| 76 | + |
| 77 | +第 2 步:`设置最后一次拉取时间戳` |
| 78 | + |
| 79 | +`pullRequest.getProcessQueue().setLastPullTimestamp(System.currentTimeMillis());` |
| 80 | + |
| 81 | +第 3 步:`确认消费者是启动的状态,如果不是启动的状态,将PullRequest延迟3s放入队列` |
| 82 | + |
| 83 | +```java |
| 84 | +try { |
| 85 | + this.makeSureStateOK(); |
| 86 | +} catch (MQClientException e) { |
| 87 | + log.warn("pullMessage exception, consumer state not ok", e); |
| 88 | + this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException); |
| 89 | + return; |
| 90 | +} |
| 91 | +``` |
| 92 | + |
| 93 | +第 4 步:`如果消费者停止了,将PullRequest延迟1s放入队列` |
| 94 | + |
| 95 | +```java |
| 96 | +if (this.isPause()) { |
| 97 | + log.warn("consumer was paused, execute pull request later. instanceName={}, group={}", this.defaultMQPushConsumer.getInstanceName(), this.defaultMQPushConsumer.getConsumerGroup()); |
| 98 | + this.executePullRequestLater(pullRequest,PULL_TIME_DELAY_MILLS_WHEN_SUSPEND); |
| 99 | + return; |
| 100 | +} |
| 101 | +``` |
| 102 | + |
| 103 | +第 5 步:`缓存的消息数量大于1000,将PullRequest延迟50ms放入队列,每触发1000次流控输出警告信息` |
| 104 | + |
| 105 | +```java |
| 106 | +if (cachedMessageCount > this.defaultMQPushConsumer.getPullThresholdForQueue()) { |
| 107 | + this.executePullRequestLater(pullRequest,PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL); |
| 108 | + if ((queueFlowControlTimes++ % 1000) == 0) { |
| 109 | + log.warn("the cached message count exceeds the threshold {}, so do flow control, minOffset={}, maxOffset={}, count={}, size={} MiB, pullRequest={}, flowControlTimes={}", |
| 110 | + this.defaultMQPushConsumer.getPullThresholdForQueue(), processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), cachedMessageCount, cachedMessageSizeInMiB, pullRequest, queueFlowControlTimes); |
| 111 | + } |
| 112 | + return; |
| 113 | +} |
| 114 | +``` |
| 115 | + |
| 116 | +第 6 步:`缓存的消息大小大于100M 将PullRequest延迟50ms放入队列,每触发1000次输出警告信息` |
| 117 | + |
| 118 | +```java |
| 119 | +if (cachedMessageSizeInMiB > this.defaultMQPushConsumer.getPullThresholdSizeForQueue()) { |
| 120 | + this.executePullRequestLater(pullRequest,PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL); |
| 121 | + if ((queueFlowControlTimes++ % 1000) == 0) { |
| 122 | + log.warn("the cached message size exceeds the threshold {} MiB, so do flow control, minOffset={}, maxOffset={}, count={}, size={} MiB, pullRequest={}, flowControlTimes={}", |
| 123 | + this.defaultMQPushConsumer.getPullThresholdSizeForQueue(), processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), cachedMessageCount, cachedMessageSizeInMiB, pullRequest, queueFlowControlTimes); |
| 124 | + } |
| 125 | + return; |
| 126 | +} |
| 127 | +``` |
| 128 | + |
| 129 | +第 7 步:`ProcessQueue中消息的最大偏移量与最小偏移量的差值不能大于2000,如果大于2000,触发流控,输出警告信息` |
| 130 | + |
| 131 | +```java |
| 132 | +if (!this.consumeOrderly) { |
| 133 | + if (processQueue.getMaxSpan() > this.defaultMQPushConsumer.getConsumeConcurrentlyMaxSpan()) { |
| 134 | + this.executePullRequestLater(pullRequest,PULL_TIME_DELAY_MILLS_WHEN_FLOW_CONTROL); |
| 135 | + if ((queueMaxSpanFlowControlTimes++ % 1000) == 0) { |
| 136 | + log.warn("the queue's messages, span too long, so do flow control, minOffset={}, maxOffset={}, maxSpan={}, pullRequest={}, flowControlTimes={}", |
| 137 | + processQueue.getMsgTreeMap().firstKey(), processQueue.getMsgTreeMap().lastKey(), processQueue.getMaxSpan(), |
| 138 | + pullRequest, queueMaxSpanFlowControlTimes); |
| 139 | + } |
| 140 | + return; |
| 141 | + } |
| 142 | +} |
| 143 | +``` |
| 144 | + |
| 145 | +第 8 步:`如果ProcessQueue被锁了,判断上一个PullRequest是否被锁,如果没有被锁通过RebalanceImpl计算拉取消息偏移量,如果计算异常,将请求延迟3s加入队列`,`如果下一次拉取消息 的偏移量大于计算出来的偏移量,说明要拉取的偏移量 大于消费偏移量,对 偏移量 进行修正,设置下一次拉取的偏移量为计算出来的偏移量` |
| 146 | + |
| 147 | +```java |
| 148 | +if (processQueue.isLocked()) { |
| 149 | + if (!pullRequest.isPreviouslyLocked()) { |
| 150 | + long offset = -1L; |
| 151 | + try { |
| 152 | + offset = this.rebalanceImpl.computePullFromWhereWithException(pullRequest.getMessageQueue()); |
| 153 | + } catch (Exception e) { |
| 154 | + this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException); |
| 155 | + log.error("Failed to compute pull offset, pullResult: {}", pullRequest, e); |
| 156 | + return; |
| 157 | + } |
| 158 | + boolean brokerBusy = offset < pullRequest.getNextOffset(); |
| 159 | + log.info("the first time to pull message, so fix offset from broker. pullRequest: {} NewOffset: {} brokerBusy: {}", |
| 160 | + pullRequest, offset, brokerBusy); |
| 161 | + if (brokerBusy) { |
| 162 | + log.info("[NOTIFYME]the first time to pull message, but pull request offset larger than broker consume offset. pullRequest: {} NewOffset: {}", |
| 163 | + pullRequest, offset); |
| 164 | + } |
| 165 | + |
| 166 | + pullRequest.setPreviouslyLocked(true); |
| 167 | + pullRequest.setNextOffset(offset); |
| 168 | + } |
| 169 | +} else { |
| 170 | + this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException); |
| 171 | + log.info("pull message later because not locked in broker, {}", pullRequest); |
| 172 | + return; |
| 173 | +} |
| 174 | +``` |
| 175 | + |
| 176 | +第 9 步:`根据主题名称获取订阅信息,如果为空,将请求延迟3s放入队列` |
| 177 | + |
| 178 | +```java |
| 179 | +final SubscriptionData subscriptionData = this.rebalanceImpl.getSubscriptionInner().get(pullRequest.getMessageQueue().getTopic()); |
| 180 | +if (null == subscriptionData) { |
| 181 | + this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException); |
| 182 | + log.warn("find the consumer's subscription failed, {}", pullRequest); |
| 183 | + return; |
| 184 | +} |
| 185 | +``` |
| 186 | + |
| 187 | +第 10 步:`创建PullCallback,为后面调用 拉取消息api做准备` |
| 188 | + |
| 189 | +```java |
| 190 | +PullCallback pullCallback = new PullCallback() { |
| 191 | + @Override |
| 192 | + public void onSuccess(PullResult pullResult) { |
| 193 | + if (pullResult != null) { |
| 194 | + pullResult = DefaultMQPushConsumerImpl.this.pullAPIWrapper.processPullResult(pullRequest.getMessageQueue(), pullResult, |
| 195 | + subscriptionData); |
| 196 | + |
| 197 | + switch (pullResult.getPullStatus()) { |
| 198 | + caseFOUND: |
| 199 | + long prevRequestOffset = pullRequest.getNextOffset(); |
| 200 | + pullRequest.setNextOffset(pullResult.getNextBeginOffset()); |
| 201 | + long pullRT = System.currentTimeMillis() - beginTimestamp; |
| 202 | + DefaultMQPushConsumerImpl.this.getConsumerStatsManager().incPullRT(pullRequest.getConsumerGroup(), |
| 203 | + pullRequest.getMessageQueue().getTopic(), pullRT); |
| 204 | + |
| 205 | + long firstMsgOffset = Long.MAX_VALUE; |
| 206 | + if (pullResult.getMsgFoundList() == null || pullResult.getMsgFoundList().isEmpty()) { |
| 207 | + DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest); |
| 208 | + } else { |
| 209 | + firstMsgOffset = pullResult.getMsgFoundList().get(0).getQueueOffset(); |
| 210 | + |
| 211 | + DefaultMQPushConsumerImpl.this.getConsumerStatsManager().incPullTPS(pullRequest.getConsumerGroup(), |
| 212 | + pullRequest.getMessageQueue().getTopic(), pullResult.getMsgFoundList().size()); |
| 213 | + |
| 214 | + boolean dispatchToConsume = processQueue.putMessage(pullResult.getMsgFoundList()); |
| 215 | + DefaultMQPushConsumerImpl.this.consumeMessageService.submitConsumeRequest( |
| 216 | + pullResult.getMsgFoundList(), |
| 217 | + processQueue, |
| 218 | + pullRequest.getMessageQueue(), |
| 219 | + dispatchToConsume); |
| 220 | + |
| 221 | + if (DefaultMQPushConsumerImpl.this.defaultMQPushConsumer.getPullInterval() > 0) { |
| 222 | + DefaultMQPushConsumerImpl.this.executePullRequestLater(pullRequest, |
| 223 | + DefaultMQPushConsumerImpl.this.defaultMQPushConsumer.getPullInterval()); |
| 224 | + } else { |
| 225 | + DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest); |
| 226 | + } |
| 227 | + } |
| 228 | + |
| 229 | + if (pullResult.getNextBeginOffset() < prevRequestOffset |
| 230 | + || firstMsgOffset < prevRequestOffset) { |
| 231 | + log.warn("[BUG] pull message result maybe data wrong, nextBeginOffset: {} firstMsgOffset: {} prevRequestOffset: {}", |
| 232 | + pullResult.getNextBeginOffset(), |
| 233 | + firstMsgOffset, |
| 234 | + prevRequestOffset); |
| 235 | + } |
| 236 | + |
| 237 | + break; |
| 238 | + caseNO_NEW_MSG: |
| 239 | + caseNO_MATCHED_MSG: |
| 240 | + pullRequest.setNextOffset(pullResult.getNextBeginOffset()); |
| 241 | + |
| 242 | + DefaultMQPushConsumerImpl.this.correctTagsOffset(pullRequest); |
| 243 | + |
| 244 | + DefaultMQPushConsumerImpl.this.executePullRequestImmediately(pullRequest); |
| 245 | + break; |
| 246 | + caseOFFSET_ILLEGAL: |
| 247 | + log.warn("the pull request offset illegal, {} {}", |
| 248 | + pullRequest.toString(), pullResult.toString()); |
| 249 | + pullRequest.setNextOffset(pullResult.getNextBeginOffset()); |
| 250 | + |
| 251 | + pullRequest.getProcessQueue().setDropped(true); |
| 252 | + DefaultMQPushConsumerImpl.this.executeTaskLater(new Runnable() { |
| 253 | + |
| 254 | + @Override |
| 255 | + public void run() { |
| 256 | + try { |
| 257 | + DefaultMQPushConsumerImpl.this.offsetStore.updateOffset(pullRequest.getMessageQueue(), |
| 258 | + pullRequest.getNextOffset(), false); |
| 259 | + |
| 260 | + DefaultMQPushConsumerImpl.this.offsetStore.persist(pullRequest.getMessageQueue()); |
| 261 | + |
| 262 | + DefaultMQPushConsumerImpl.this.rebalanceImpl.removeProcessQueue(pullRequest.getMessageQueue()); |
| 263 | + |
| 264 | + log.warn("fix the pull request offset, {}", pullRequest); |
| 265 | + } catch (Throwable e) { |
| 266 | + log.error("executeTaskLater Exception", e); |
| 267 | + } |
| 268 | + } |
| 269 | + }, 10000); |
| 270 | + break; |
| 271 | + default: |
| 272 | + break; |
| 273 | + } |
| 274 | + } |
| 275 | + } |
| 276 | + |
| 277 | + @Override |
| 278 | + public void onException(Throwable e) { |
| 279 | + if (!pullRequest.getMessageQueue().getTopic().startsWith(MixAll.RETRY_GROUP_TOPIC_PREFIX)) { |
| 280 | + log.warn("execute the pull request exception", e); |
| 281 | + } |
| 282 | + |
| 283 | + DefaultMQPushConsumerImpl.this.executePullRequestLater(pullRequest, pullTimeDelayMillsWhenException); |
| 284 | + } |
| 285 | +}; |
| 286 | +``` |
| 287 | + |
| 288 | +第 11 步:`设置系统标记` |
| 289 | + |
| 290 | +`FLAG_COMMIT_OFFSET: 消费进度 大于0` |
| 291 | + |
| 292 | +`FLAG_SUSPEND: 拉取消息时支持线程挂起` |
| 293 | + |
| 294 | +`FLAG_SUBSCRIPTION: 消息过滤机制表达式` |
| 295 | + |
| 296 | +`FLAG_CLASS_FILTER: 消息过滤机制是否为类过滤` |
| 297 | + |
| 298 | +```java |
| 299 | +int sysFlag = PullSysFlag.buildSysFlag( |
| 300 | + commitOffsetEnable, // commitOffset |
| 301 | + true, // suspend |
| 302 | + subExpression != null, // subscription |
| 303 | + classFilter // class filter |
| 304 | +); |
| 305 | +``` |
| 306 | + |
| 307 | +第 12 步:`调用 broker 拉取消息` |
| 308 | + |
| 309 | +```java |
| 310 | +// 每一个参数的含义如下 |
| 311 | +this.pullAPIWrapper.pullKernelImpl( |
| 312 | + pullRequest.getMessageQueue(), // 要拉取的消息队列 |
| 313 | + subExpression, // 消息过滤表达式 |
| 314 | + subscriptionData.getExpressionType(), // 过滤表达式类型 |
| 315 | + subscriptionData.getSubVersion(), // 时间戳 |
| 316 | + pullRequest.getNextOffset(), // 消息拉取的开始偏移量 |
| 317 | + this.defaultMQPushConsumer.getPullBatchSize(), // 拉取消息的数量 默认32条 |
| 318 | + sysFlag, // 系统标记 |
| 319 | + commitOffsetValue, // 消费的偏移量 |
| 320 | + BROKER_SUSPEND_MAX_TIME_MILLIS, // 允许broker挂起的时间 默认15s |
| 321 | + CONSUMER_TIMEOUT_MILLIS_WHEN_SUSPEND, // 允许的超时时间 默认30s |
| 322 | + CommunicationMode.ASYNC, // 默认为异步拉取 |
| 323 | + pullCallback // 拉取消息之后的回调 |
| 324 | +); |
| 325 | +``` |
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