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  • 阿里消息队列中间件 RocketMQ 源码分析 —— Message 拉取与消费(上)

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    1、概述

    本章主要解析 消费 逻辑涉及到的源码。
    因为篇幅较长,分成上下两篇:

    1. 上篇:Broker 相关源码。
    2. 下篇:Consumer 相关源码。

    本文即是上篇。


    ok,先看第一张关于消费逻辑的图:

    消费逻辑图

    再看消费逻辑精简的顺序图(实际情况会略有差别):

    Consumer&Broker消费精简图.png

    2、ConsumeQueue 结构

    ConsumeQueueMappedFileQueueMappedFile 的关系如下:

    ConsumeQueue、MappedFileQueue、MappedFile的关系
    ConsumeQueue : MappedFileQueue : MappedFile = 1 : 1 : N。

    反应到系统文件如下:

    Yunai-MacdeMacBook-Pro-2:consumequeue yunai$ pwd
    /Users/yunai/store/consumequeue
    Yunai-MacdeMacBook-Pro-2:consumequeue yunai$ cd TopicRead3/
    Yunai-MacdeMacBook-Pro-2:TopicRead3 yunai$ ls -ls
    total 0
    0 drwxr-xr-x  3 yunai  staff  102  4 27 21:52 0
    0 drwxr-xr-x  3 yunai  staff  102  4 27 21:55 1
    0 drwxr-xr-x  3 yunai  staff  102  4 27 21:55 2
    0 drwxr-xr-x  3 yunai  staff  102  4 27 21:55 3
    Yunai-MacdeMacBook-Pro-2:TopicRead3 yunai$ cd 0/
    Yunai-MacdeMacBook-Pro-2:0 yunai$ ls -ls
    total 11720
    11720 -rw-r--r--  1 yunai  staff  6000000  4 27 21:55 00000000000000000000
    

    ConsumeQueueMappedFileQueueMappedFile 的定义如下:

    • MappedFile :00000000000000000000等文件。
    • MappedFileQueueMappedFile 所在的文件夹,对 MappedFile 进行封装成文件队列,对上层提供可无限使用的文件容量。
      • 每个 MappedFile 统一文件大小。
      • 文件命名方式:fileName[n] = fileName[n - 1] + mappedFileSize。在 ConsumeQueue 里默认为 6000000B。
    • ConsumeQueue :针对 MappedFileQueue 的封装使用。
      • Store : ConsumeQueue = ConcurrentHashMap<String/* topic */, ConcurrentHashMap<Integer/* queueId */, ConsumeQueue>>

    ConsumeQueue 存储在 MappedFile 的内容必须大小是 20B( ConsumeQueue.CQ_STORE_UNIT_SIZE ),有两种内容类型:

    1. MESSAGE_POSITION_INFO :消息位置信息。
    2. BLANK : 文件前置空白占位。当历史 Message 被删除时,需要用 BLANK占位被删除的消息。

    MESSAGE_POSITION_INFOConsumeQueue 存储结构:

    第几位 字段 说明 数据类型 字节数
    1 offset 消息 CommitLog 存储位置 Long 8
    2 size 消息长度 Int 4
    3 tagsCode 消息tagsCode Long 8

    BLANKConsumeQueue 存储结构:

    第几位 字段 说明 数据类型 字节数
    1 0 Long 8
    2 Integer.MAX_VALUE Int 4
    3 0 Long 8

    3、ConsumeQueue 存储

    CommitLog重放ConsumeQueue图

    主要有两个组件:

    • ReputMessageService :write ConsumeQueue。
    • FlushConsumeQueueService :flush ConsumeQueue。

    ReputMessageService

    ReputMessageService顺序图

      1: class ReputMessageService extends ServiceThread {
      2: 
      3:     /**
      4:      * 开始重放消息的CommitLog物理位置
      5:      */
      6:     private volatile long reputFromOffset = 0;
      7: 
      8:     public long getReputFromOffset() {
      9:         return reputFromOffset;
     10:     }
     11: 
     12:     public void setReputFromOffset(long reputFromOffset) {
     13:         this.reputFromOffset = reputFromOffset;
     14:     }
     15: 
     16:     @Override
     17:     public void shutdown() {
     18:         for (int i = 0; i < 50 && this.isCommitLogAvailable(); i++) {
     19:             try {
     20:                 Thread.sleep(100);
     21:             } catch (InterruptedException ignored) {
     22:             }
     23:         }
     24: 
     25:         if (this.isCommitLogAvailable()) {
     26:             log.warn("shutdown ReputMessageService, but commitlog have not finish to be dispatched, CL: {} reputFromOffset: {}",
     27:                 DefaultMessageStore.this.commitLog.getMaxOffset(), this.reputFromOffset);
     28:         }
     29: 
     30:         super.shutdown();
     31:     }
     32: 
     33:     /**
     34:      * 剩余需要重放消息字节数
     35:      *
     36:      * @return 字节数
     37:      */
     38:     public long behind() {
     39:         return DefaultMessageStore.this.commitLog.getMaxOffset() - this.reputFromOffset;
     40:     }
     41: 
     42:     /**
     43:      * 是否commitLog需要重放消息
     44:      *
     45:      * @return 是否
     46:      */
     47:     private boolean isCommitLogAvailable() {
     48:         return this.reputFromOffset < DefaultMessageStore.this.commitLog.getMaxOffset();
     49:     }
     50: 
     51:     private void doReput() {
     52:         for (boolean doNext = true; this.isCommitLogAvailable() && doNext; ) {
     53: 
     54:             // TODO 疑问:这个是啥
     55:             if (DefaultMessageStore.this.getMessageStoreConfig().isDuplicationEnable() //
     56:                 && this.reputFromOffset >= DefaultMessageStore.this.getConfirmOffset()) {
     57:                 break;
     58:             }
     59: 
     60:             // 获取从reputFromOffset开始的commitLog对应的MappeFile对应的MappedByteBuffer
     61:             SelectMappedBufferResult result = DefaultMessageStore.this.commitLog.getData(reputFromOffset);
     62:             if (result != null) {
     63:                 try {
     64:                     this.reputFromOffset = result.getStartOffset();
     65: 
     66:                     // 遍历MappedByteBuffer
     67:                     for (int readSize = 0; readSize < result.getSize() && doNext; ) {
     68:                         // 生成重放消息重放调度请求
     69:                         DispatchRequest dispatchRequest = DefaultMessageStore.this.commitLog.checkMessageAndReturnSize(result.getByteBuffer(), false, false);
     70:                         int size = dispatchRequest.getMsgSize(); // 消息长度
     71:                         // 根据请求的结果处理
     72:                         if (dispatchRequest.isSuccess()) { // 读取成功
     73:                             if (size > 0) { // 读取Message
     74:                                 DefaultMessageStore.this.doDispatch(dispatchRequest);
     75:                                 // 通知有新消息
     76:                                 if (BrokerRole.SLAVE != DefaultMessageStore.this.getMessageStoreConfig().getBrokerRole()
     77:                                     && DefaultMessageStore.this.brokerConfig.isLongPollingEnable()) {
     78:                                     DefaultMessageStore.this.messageArrivingListener.arriving(dispatchRequest.getTopic(),
     79:                                         dispatchRequest.getQueueId(), dispatchRequest.getConsumeQueueOffset() + 1,
     80:                                         dispatchRequest.getTagsCode());
     81:                                 }
     82:                                 // FIXED BUG By shijia
     83:                                 this.reputFromOffset += size;
     84:                                 readSize += size;
     85:                                 // 统计
     86:                                 if (DefaultMessageStore.this.getMessageStoreConfig().getBrokerRole() == BrokerRole.SLAVE) {
     87:                                     DefaultMessageStore.this.storeStatsService
     88:                                         .getSinglePutMessageTopicTimesTotal(dispatchRequest.getTopic()).incrementAndGet();
     89:                                     DefaultMessageStore.this.storeStatsService
     90:                                         .getSinglePutMessageTopicSizeTotal(dispatchRequest.getTopic())
     91:                                         .addAndGet(dispatchRequest.getMsgSize());
     92:                                 }
     93:                             } else if (size == 0) { // 读取到MappedFile文件尾
     94:                                 this.reputFromOffset = DefaultMessageStore.this.commitLog.rollNextFile(this.reputFromOffset);
     95:                                 readSize = result.getSize();
     96:                             }
     97:                         } else if (!dispatchRequest.isSuccess()) { // 读取失败
     98:                             if (size > 0) { // 读取到Message却不是Message
     99:                                 log.error("[BUG]read total count not equals msg total size. reputFromOffset={}", reputFromOffset);
    100:                                 this.reputFromOffset += size;
    101:                             } else { // 读取到Blank却不是Blank
    102:                                 doNext = false;
    103:                                 if (DefaultMessageStore.this.brokerConfig.getBrokerId() == MixAll.MASTER_ID) {
    104:                                     log.error("[BUG]the master dispatch message to consume queue error, COMMITLOG OFFSET: {}",
    105:                                         this.reputFromOffset);
    106: 
    107:                                     this.reputFromOffset += result.getSize() - readSize;
    108:                                 }
    109:                             }
    110:                         }
    111:                     }
    112:                 } finally {
    113:                     result.release();
    114:                 }
    115:             } else {
    116:                 doNext = false;
    117:             }
    118:         }
    119:     }
    120: 
    121:     @Override
    122:     public void run() {
    123:         DefaultMessageStore.log.info(this.getServiceName() + " service started");
    124: 
    125:         while (!this.isStopped()) {
    126:             try {
    127:                 Thread.sleep(1);
    128:                 this.doReput();
    129:             } catch (Exception e) {
    130:                 DefaultMessageStore.log.warn(this.getServiceName() + " service has exception. ", e);
    131:             }
    132:         }
    133: 
    134:         DefaultMessageStore.log.info(this.getServiceName() + " service end");
    135:     }
    136: 
    137:     @Override
    138:     public String getServiceName() {
    139:         return ReputMessageService.class.getSimpleName();
    140:     }
    141: 
    142: }
    
    • 说明:重放消息线程服务。
      • 该服务不断生成 消息位置信息 到 消费队列(ConsumeQueue)
      • 该服务不断生成 消息索引 到 索引文件(IndexFile)
    • ReputMessageService用例图
      • 第 61 行 :获取 reputFromOffset 开始的 CommitLog 对应的 MappedFile 对应的 MappedByteBuffer
      • 第 67 行 :遍历 MappedByteBuffer
      • 第 69 行 :生成重放消息重放调度请求 (DispatchRequest) 。请求里主要包含一条消息 (Message) 或者 文件尾 (BLANK) 的基本信息。
      • 第 72 至 96 行 :请求是有效请求,进行逻辑处理。
        • 第 75 至 81 行 :当 Broker 是主节点 && Broker 开启的是长轮询,通知消费队列有新的消息。NotifyMessageArrivingListener 会 调用 PullRequestHoldService#notifyMessageArriving(...) 方法,详细解析见:PullRequestHoldService
      • 第 73 至 92 行 :请求对应的是 Message,进行调度,生成 ConsumeQueueIndexFile 对应的内容。详细解析见:
      • 第 93 至 96 行 :请求对应的是 Blank,即文件尾,跳转指向下一个 MappedFile
      • 第 97 至 110 行 :请求是无效请求。出现该情况,基本是一个BUG
    • 第 127 至 128 行 :每 1ms 循环执行重放逻辑。
    • 第 18 至 30 行 :shutdown时,多次 sleep(100) 直到 CommitLog 回放到最新位置。恩,如果未回放完,会输出警告日志。

    DefaultMessageStore#doDispatch(...)

      1: /**
      2:  * 执行调度请求
      3:  * 1. 非事务消息 或 事务提交消息 建立 消息位置信息 到 ConsumeQueue
      4:  * 2. 建立 索引信息 到 IndexFile
      5:  *
      6:  * @param req 调度请求
      7:  */
      8: public void doDispatch(DispatchRequest req) {
      9:     // 非事务消息 或 事务提交消息 建立 消息位置信息 到 ConsumeQueue
     10:     final int tranType = MessageSysFlag.getTransactionValue(req.getSysFlag());
     11:     switch (tranType) {
     12:         case MessageSysFlag.TRANSACTION_NOT_TYPE:
     13:         case MessageSysFlag.TRANSACTION_COMMIT_TYPE:
     14:             DefaultMessageStore.this.putMessagePositionInfo(req.getTopic(), req.getQueueId(), req.getCommitLogOffset(), req.getMsgSize(),
     15:                 req.getTagsCode(), req.getStoreTimestamp(), req.getConsumeQueueOffset());
     16:             break;
     17:         case MessageSysFlag.TRANSACTION_PREPARED_TYPE:
     18:         case MessageSysFlag.TRANSACTION_ROLLBACK_TYPE:
     19:             break;
     20:     }
     21:     // 建立 索引信息 到 IndexFile
     22:     if (DefaultMessageStore.this.getMessageStoreConfig().isMessageIndexEnable()) {
     23:         DefaultMessageStore.this.indexService.buildIndex(req);
     24:     }
     25: }
     26: 
     27: /**
     28:  * 建立 消息位置信息 到 ConsumeQueue
     29:  *
     30:  * @param topic 主题
     31:  * @param queueId 队列编号
     32:  * @param offset commitLog存储位置
     33:  * @param size 消息长度
     34:  * @param tagsCode 消息tagsCode
     35:  * @param storeTimestamp 存储时间
     36:  * @param logicOffset 队列位置
     37:  */
     38: public void putMessagePositionInfo(String topic, int queueId, long offset, int size, long tagsCode, long storeTimestamp,
     39:     long logicOffset) {
     40:     ConsumeQueue cq = this.findConsumeQueue(topic, queueId);
     41:     cq.putMessagePositionInfoWrapper(offset, size, tagsCode, storeTimestamp, logicOffset);
     42: }
    

    ConsumeQueue#putMessagePositionInfoWrapper(...)

      1: /**
      2:  * 添加位置信息封装
      3:  *
      4:  * @param offset commitLog存储位置
      5:  * @param size 消息长度
      6:  * @param tagsCode 消息tagsCode
      7:  * @param storeTimestamp 消息存储时间
      8:  * @param logicOffset 队列位置
      9:  */
     10: public void putMessagePositionInfoWrapper(long offset, int size, long tagsCode, long storeTimestamp,
     11:     long logicOffset) {
     12:     final int maxRetries = 30;
     13:     boolean canWrite = this.defaultMessageStore.getRunningFlags().isWriteable();
     14:     // 多次循环写,直到成功
     15:     for (int i = 0; i < maxRetries && canWrite; i++) {
     16:         // 调用添加位置信息
     17:         boolean result = this.putMessagePositionInfo(offset, size, tagsCode, logicOffset);
     18:         if (result) {
     19:             // 添加成功,使用消息存储时间 作为 存储check point。
     20:             this.defaultMessageStore.getStoreCheckpoint().setLogicsMsgTimestamp(storeTimestamp);
     21:             return;
     22:         } else {
     23:             // XXX: warn and notify me
     24:             log.warn("[BUG]put commit log position info to " + topic + ":" + queueId + " " + offset
     25:                 + " failed, retry " + i + " times");
     26: 
     27:             try {
     28:                 Thread.sleep(1000);
     29:             } catch (InterruptedException e) {
     30:                 log.warn("", e);
     31:             }
     32:         }
     33:     }
     34: 
     35:     // XXX: warn and notify me 设置异常不可写入
     36:     log.error("[BUG]consume queue can not write, {} {}", this.topic, this.queueId);
     37:     this.defaultMessageStore.getRunningFlags().makeLogicsQueueError();
     38: }
     39: 
     40: /**
     41:  * 添加位置信息,并返回添加是否成功
     42:  *
     43:  * @param offset commitLog存储位置
     44:  * @param size 消息长度
     45:  * @param tagsCode 消息tagsCode
     46:  * @param cqOffset 队列位置
     47:  * @return 是否成功
     48:  */
     49: private boolean putMessagePositionInfo(final long offset, final int size, final long tagsCode,
     50:     final long cqOffset) {
     51:     // 如果已经重放过,直接返回成功
     52:     if (offset <= this.maxPhysicOffset) {
     53:         return true;
     54:     }
     55:     // 写入位置信息到byteBuffer
     56:     this.byteBufferIndex.flip();
     57:     this.byteBufferIndex.limit(CQ_STORE_UNIT_SIZE);
     58:     this.byteBufferIndex.putLong(offset);
     59:     this.byteBufferIndex.putInt(size);
     60:     this.byteBufferIndex.putLong(tagsCode);
     61:     // 计算consumeQueue存储位置,并获得对应的MappedFile
     62:     final long expectLogicOffset = cqOffset * CQ_STORE_UNIT_SIZE;
     63:     MappedFile mappedFile = this.mappedFileQueue.getLastMappedFile(expectLogicOffset);
     64:     if (mappedFile != null) {
     65:         // 当是ConsumeQueue第一个MappedFile && 队列位置非第一个 && MappedFile未写入内容,则填充前置空白占位
     66:         if (mappedFile.isFirstCreateInQueue() && cqOffset != 0 && mappedFile.getWrotePosition() == 0) { // TODO 疑问:为啥这个操作。目前能够想象到的是,一些老的消息很久没发送,突然发送,这个时候刚好满足。
     67:             this.minLogicOffset = expectLogicOffset;
     68:             this.mappedFileQueue.setFlushedWhere(expectLogicOffset);
     69:             this.mappedFileQueue.setCommittedWhere(expectLogicOffset);
     70:             this.fillPreBlank(mappedFile, expectLogicOffset);
     71:             log.info("fill pre blank space " + mappedFile.getFileName() + " " + expectLogicOffset + " "
     72:                 + mappedFile.getWrotePosition());
     73:         }
     74:         // 校验consumeQueue存储位置是否合法。TODO 如果不合法,继续写入会不会有问题?
     75:         if (cqOffset != 0) {
     76:             long currentLogicOffset = mappedFile.getWrotePosition() + mappedFile.getFileFromOffset();
     77:             if (expectLogicOffset != currentLogicOffset) {
     78:                 LOG_ERROR.warn(
     79:                     "[BUG]logic queue order maybe wrong, expectLogicOffset: {} currentLogicOffset: {} Topic: {} QID: {} Diff: {}",
     80:                     expectLogicOffset,
     81:                     currentLogicOffset,
     82:                     this.topic,
     83:                     this.queueId,
     84:                     expectLogicOffset - currentLogicOffset
     85:                 );
     86:             }
     87:         }
     88:         // 设置commitLog重放消息到ConsumeQueue位置。
     89:         this.maxPhysicOffset = offset;
     90:         // 插入mappedFile
     91:         return mappedFile.appendMessage(this.byteBufferIndex.array());
     92:     }
     93:     return false;
     94: }
     95: 
     96: /**
     97:  * 填充前置空白占位
     98:  *
     99:  * @param mappedFile MappedFile
    100:  * @param untilWhere consumeQueue存储位置
    101:  */
    102: private void fillPreBlank(final MappedFile mappedFile, final long untilWhere) {
    103:     // 写入前置空白占位到byteBuffer
    104:     ByteBuffer byteBuffer = ByteBuffer.allocate(CQ_STORE_UNIT_SIZE);
    105:     byteBuffer.putLong(0L);
    106:     byteBuffer.putInt(Integer.MAX_VALUE);
    107:     byteBuffer.putLong(0L);
    108:     // 循环填空
    109:     int until = (int) (untilWhere % this.mappedFileQueue.getMappedFileSize());
    110:     for (int i = 0; i < until; i += CQ_STORE_UNIT_SIZE) {
    111:         mappedFile.appendMessage(byteBuffer.array());
    112:     }
    113: }
    
    • #putMessagePositionInfoWrapper(...) 说明 :添加位置信息到 ConsumeQueue 的封装,实际需要调用 #putMessagePositionInfo(...) 方法。
      • 第 13 行 :判断 ConsumeQueue 是否允许写入。当发生Bug时,不允许写入。
      • 第 17 行 :调用 #putMessagePositionInfo(...) 方法,添加位置信息。
      • 第 18 至 21 行 :添加成功,使用消息存储时间 作为 存储检查点。StoreCheckpoint 的详细解析见:Store初始化与关闭
      • 第 22 至 32 行 :添加失败,目前基本可以认为是BUG。
      • 第 35 至 37 行 :写入失败时,标记 ConsumeQueue 写入异常,不允许继续写入。
    • #putMessagePositionInfo(...) 说明 :添加位置信息到 ConsumeQueue,并返回添加是否成功。
      • 第 51 至 54 行 :如果 offset(存储位置) 小于等于 maxPhysicOffset(CommitLog 消息重放到 ConsumeQueue 最大的 CommitLog 存储位置),表示已经重放过,此时,不再重复写入,直接返回写入成功。
      • 第 55 至 60 行 :写 位置信息到byteBuffer。
      • 第 62 至 63 行 :计算 ConsumeQueue存储位置,并获得对应的MappedFile。
      • 第 65 至 73 行 :当 MappedFileConsumeQueue 当前第一个文件 && MappedFile 未写入内容 && 重放消息队列位置大于0,则需要进行 MappedFile 填充前置 BLANK
        • 这块比较有疑问,什么场景下会需要。猜测产生的原因:一个 Topic 长期无消息产生,突然N天后进行发送,Topic 对应的历史消息以及和消费队列数据已经被清理,新生成的MappedFile需要前置占位。
      • 第 74 至 87 行 :校验 ConsumeQueue 存储位置是否合法,不合法则输出日志。
        • 这块比较有疑问,如果计算出来的存储位置不合法,不返回添加失败,继续进行添加位置信息,会不会有问题???
      • 第 89 行 :设置 CommitLog 重放消息到 ConsumeQueue 的最大位置。
      • 第 91 行 :插入消息位置到 MappedFile

    FlushConsumeQueueService

      1: class FlushConsumeQueueService extends ServiceThread {
      2:     private static final int RETRY_TIMES_OVER = 3;
      3:     /**
      4:      * 最后flush时间戳
      5:      */
      6:     private long lastFlushTimestamp = 0;
      7: 
      8:     private void doFlush(int retryTimes) {
      9:         int flushConsumeQueueLeastPages = DefaultMessageStore.this.getMessageStoreConfig().getFlushConsumeQueueLeastPages();
     10: 
     11:         // retryTimes == RETRY_TIMES_OVER时,进行强制flush。主要用于shutdown时。
     12:         if (retryTimes == RETRY_TIMES_OVER) {
     13:             flushConsumeQueueLeastPages = 0;
     14:         }
     15:         // 当时间满足flushConsumeQueueThoroughInterval时,即使写入的数量不足flushConsumeQueueLeastPages,也进行flush
     16:         long logicsMsgTimestamp = 0;
     17:         int flushConsumeQueueThoroughInterval = DefaultMessageStore.this.getMessageStoreConfig().getFlushConsumeQueueThoroughInterval();
     18:         long currentTimeMillis = System.currentTimeMillis();
     19:         if (currentTimeMillis >= (this.lastFlushTimestamp + flushConsumeQueueThoroughInterval)) {
     20:             this.lastFlushTimestamp = currentTimeMillis;
     21:             flushConsumeQueueLeastPages = 0;
     22:             logicsMsgTimestamp = DefaultMessageStore.this.getStoreCheckpoint().getLogicsMsgTimestamp();
     23:         }
     24:         // flush消费队列
     25:         ConcurrentHashMap<String, ConcurrentHashMap<Integer, ConsumeQueue>> tables = DefaultMessageStore.this.consumeQueueTable;
     26:         for (ConcurrentHashMap<Integer, ConsumeQueue> maps : tables.values()) {
     27:             for (ConsumeQueue cq : maps.values()) {
     28:                 boolean result = false;
     29:                 for (int i = 0; i < retryTimes && !result; i++) {
     30:                     result = cq.flush(flushConsumeQueueLeastPages);
     31:                 }
     32:             }
     33:         }
     34:         // flush 存储 check point
     35:         if (0 == flushConsumeQueueLeastPages) {
     36:             if (logicsMsgTimestamp > 0) {
     37:                 DefaultMessageStore.this.getStoreCheckpoint().setLogicsMsgTimestamp(logicsMsgTimestamp);
     38:             }
     39:             DefaultMessageStore.this.getStoreCheckpoint().flush();
     40:         }
     41:     }
     42: 
     43:     public void run() {
     44:         DefaultMessageStore.log.info(this.getServiceName() + " service started");
     45: 
     46:         while (!this.isStopped()) {
     47:             try {
     48:                 int interval = DefaultMessageStore.this.getMessageStoreConfig().getFlushIntervalConsumeQueue();
     49:                 this.waitForRunning(interval);
     50:                 this.doFlush(1);
     51:             } catch (Exception e) {
     52:                 DefaultMessageStore.log.warn(this.getServiceName() + " service has exception. ", e);
     53:             }
     54:         }
     55: 
     56:         this.doFlush(RETRY_TIMES_OVER);
     57: 
     58:         DefaultMessageStore.log.info(this.getServiceName() + " service end");
     59:     }
     60: 
     61:     @Override
     62:     public String getServiceName() {
     63:         return FlushConsumeQueueService.class.getSimpleName();
     64:     }
     65: 
     66:     @Override
     67:     public long getJointime() {
     68:         return 1000 * 60;
     69:     }
     70: }
    
    • 说明 :flush ConsumeQueue(消费队列) 线程服务。
    • 第 11 至 14 行 :当 retryTimes == RETRY_TIMES_OVER 时,进行强制flush。用于 shutdown 时。
    • 第 15 至 23 行 :每 flushConsumeQueueThoroughInterval 周期,执行一次 flush 。因为不是每次循环到都能满足 flushConsumeQueueLeastPages 大小,因此,需要一定周期进行一次强制 flush 。当然,不能每次循环都去执行强制 flush,这样性能较差。
    • 第 24 至 33 行 :flush ConsumeQueue(消费队列)。
    • 第 34 至 40 行 :flush StoreCheckpointStoreCheckpoint 的详细解析见:Store初始化与关闭
    • 第 43 至 59 行 :每 1000ms 执行一次 flush。如果 wakeup() 时,则会立即进行一次 flush。目前,暂时不存在 wakeup() 的调用。

    4、Broker 提供[拉取消息]接口

    PullMessageRequestHeader

      1: public class PullMessageRequestHeader implements CommandCustomHeader {
      2:     /**
      3:      * 消费者分组
      4:      */
      5:     @CFNotNull
      6:     private String consumerGroup;
      7:     /**
      8:      * Topic
      9:      */
     10:     @CFNotNull
     11:     private String topic;
     12:     /**
     13:      * 队列编号
     14:      */
     15:     @CFNotNull
     16:     private Integer queueId;
     17:     /**
     18:      * 队列开始位置
     19:      */
     20:     @CFNotNull
     21:     private Long queueOffset;
     22:     /**
     23:      * 消息数量
     24:      */
     25:     @CFNotNull
     26:     private Integer maxMsgNums;
     27:     /**
     28:      * 系统标识
     29:      */
     30:     @CFNotNull
     31:     private Integer sysFlag;
     32:     /**
     33:      * 提交消费进度位置
     34:      */
     35:     @CFNotNull
     36:     private Long commitOffset;
     37:     /**
     38:      * 挂起超时时间
     39:      */
     40:     @CFNotNull
     41:     private Long suspendTimeoutMillis;
     42:     /**
     43:      * 订阅表达式
     44:      */
     45:     @CFNullable
     46:     private String subscription;
     47:     /**
     48:      * 订阅版本号
     49:      */
     50:     @CFNotNull
     51:     private Long subVersion;
     52: }
    
    • 说明:拉取消息请求Header
    • topic + queueId + queueOffset + maxMsgNums
    • sysFlag :系统标识。
      • 第 0 位 FLAG_COMMIT_OFFSET :标记请求提交消费进度位置,和 commitOffset 配合。
      • 第 1 位 FLAG_SUSPEND :标记请求是否挂起请求,和 suspendTimeoutMillis 配合。当拉取不到消息时, Broker 会挂起请求,直到有消息。最大挂起时间:suspendTimeoutMillis 毫秒。
      • 第 2 位 FLAG_SUBSCRIPTION :是否过滤订阅表达式,和 subscription 配置。
    • subVersion :订阅版本号。请求时,如果版本号不对,则无法拉取到消息,需要重新获取订阅信息,使用最新的订阅版本号。

    PullMessageProcessor#processRequest(...)

      1: private RemotingCommand processRequest(final Channel channel, RemotingCommand request, boolean brokerAllowSuspend)
      2:     throws RemotingCommandException {
      3:     RemotingCommand response = RemotingCommand.createResponseCommand(PullMessageResponseHeader.class);
      4:     final PullMessageResponseHeader responseHeader = (PullMessageResponseHeader) response.readCustomHeader();
      5:     final PullMessageRequestHeader requestHeader =
      6:         (PullMessageRequestHeader) request.decodeCommandCustomHeader(PullMessageRequestHeader.class);
      7: 
      8:     response.setOpaque(request.getOpaque());
      9: 
     10:     if (LOG.isDebugEnabled()) {
     11:         LOG.debug("receive PullMessage request command, {}", request);
     12:     }
     13: 
     14:     // 校验 broker 是否可读
     15:     if (!PermName.isReadable(this.brokerController.getBrokerConfig().getBrokerPermission())) {
     16:         response.setCode(ResponseCode.NO_PERMISSION);
     17:         response.setRemark(String.format("the broker[%s] pulling message is forbidden", this.brokerController.getBrokerConfig().getBrokerIP1()));
     18:         return response;
     19:     }
     20: 
     21:     // 校验 consumer分组配置 是否存在
     22:     SubscriptionGroupConfig subscriptionGroupConfig = this.brokerController.getSubscriptionGroupManager().findSubscriptionGroupConfig(requestHeader.getConsumerGroup());
     23:     if (null == subscriptionGroupConfig) {
     24:         response.setCode(ResponseCode.SUBSCRIPTION_GROUP_NOT_EXIST);
     25:         response.setRemark(String.format("subscription group [%s] does not exist, %s", requestHeader.getConsumerGroup(), FAQUrl.suggestTodo(FAQUrl.SUBSCRIPTION_GROUP_NOT_EXIST)));
     26:         return response;
     27:     }
     28:     // 校验 consumer分组配置 是否可消费
     29:     if (!subscriptionGroupConfig.isConsumeEnable()) {
     30:         response.setCode(ResponseCode.NO_PERMISSION);
     31:         response.setRemark("subscription group no permission, " + requestHeader.getConsumerGroup());
     32:         return response;
     33:     }
     34: 
     35:     final boolean hasSuspendFlag = PullSysFlag.hasSuspendFlag(requestHeader.getSysFlag()); // 是否挂起请求,当没有消息时
     36:     final boolean hasCommitOffsetFlag = PullSysFlag.hasCommitOffsetFlag(requestHeader.getSysFlag()); // 是否提交消费进度
     37:     final boolean hasSubscriptionFlag = PullSysFlag.hasSubscriptionFlag(requestHeader.getSysFlag()); // 是否过滤订阅表达式(subscription)
     38:     final long suspendTimeoutMillisLong = hasSuspendFlag ? requestHeader.getSuspendTimeoutMillis() : 0; // 挂起请求超时时长
     39: 
     40:     // 校验 topic配置 存在
     41:     TopicConfig topicConfig = this.brokerController.getTopicConfigManager().selectTopicConfig(requestHeader.getTopic());
     42:     if (null == topicConfig) {
     43:         LOG.error("The topic {} not exist, consumer: {} ", requestHeader.getTopic(), RemotingHelper.parseChannelRemoteAddr(channel));
     44:         response.setCode(ResponseCode.TOPIC_NOT_EXIST);
     45:         response.setRemark(String.format("topic[%s] not exist, apply first please! %s", requestHeader.getTopic(), FAQUrl.suggestTodo(FAQUrl.APPLY_TOPIC_URL)));
     46:         return response;
     47:     }
     48:     // 校验 topic配置 权限可读
     49:     if (!PermName.isReadable(topicConfig.getPerm())) {
     50:         response.setCode(ResponseCode.NO_PERMISSION);
     51:         response.setRemark("the topic[" + requestHeader.getTopic() + "] pulling message is forbidden");
     52:         return response;
     53:     }
     54:     // 校验 读取队列 在 topic配置 队列范围内
     55:     if (requestHeader.getQueueId() < 0 || requestHeader.getQueueId() >= topicConfig.getReadQueueNums()) {
     56:         String errorInfo = String.format("queueId[%d] is illegal, topic:[%s] topicConfig.readQueueNums:[%d] consumer:[%s]",
     57:                 requestHeader.getQueueId(), requestHeader.getTopic(), topicConfig.getReadQueueNums(), channel.remoteAddress());
     58:         LOG.warn(errorInfo);
     59:         response.setCode(ResponseCode.SYSTEM_ERROR);
     60:         response.setRemark(errorInfo);
     61:         return response;
     62:     }
     63: 
     64:     // 校验 订阅关系
     65:     SubscriptionData subscriptionData;
     66:     if (hasSubscriptionFlag) {
     67:         try {
     68:             subscriptionData = FilterAPI.buildSubscriptionData(requestHeader.getConsumerGroup(), requestHeader.getTopic(),
     69:                 requestHeader.getSubscription());
     70:         } catch (Exception e) {
     71:             LOG.warn("Parse the consumer's subscription[{}] failed, group: {}", requestHeader.getSubscription(), //
     72:                     requestHeader.getConsumerGroup());
     73:             response.setCode(ResponseCode.SUBSCRIPTION_PARSE_FAILED);
     74:             response.setRemark("parse the consumer's subscription failed");
     75:             return response;
     76:         }
     77:     } else {
     78:         // 校验 消费分组信息 是否存在
     79:         ConsumerGroupInfo consumerGroupInfo = this.brokerController.getConsumerManager().getConsumerGroupInfo(requestHeader.getConsumerGroup());
     80:         if (null == consumerGroupInfo) {
     81:             LOG.warn("The consumer's group info not exist, group: {}", requestHeader.getConsumerGroup());
     82:             response.setCode(ResponseCode.SUBSCRIPTION_NOT_EXIST);
     83:             response.setRemark("the consumer's group info not exist" + FAQUrl.suggestTodo(FAQUrl.SAME_GROUP_DIFFERENT_TOPIC));
     84:             return response;
     85:         }
     86:         // 校验 消费分组信息 消息模型是否匹配
     87:         if (!subscriptionGroupConfig.isConsumeBroadcastEnable() //
     88:             && consumerGroupInfo.getMessageModel() == MessageModel.BROADCASTING) {
     89:             response.setCode(ResponseCode.NO_PERMISSION);
     90:             response.setRemark("the consumer group[" + requestHeader.getConsumerGroup() + "] can not consume by broadcast way");
     91:             return response;
     92:         }
     93: 
     94:         // 校验 订阅信息 是否存在
     95:         subscriptionData = consumerGroupInfo.findSubscriptionData(requestHeader.getTopic());
     96:         if (null == subscriptionData) {
     97:             LOG.warn("The consumer's subscription not exist, group: {}, topic:{}", requestHeader.getConsumerGroup(), requestHeader.getTopic());
     98:             response.setCode(ResponseCode.SUBSCRIPTION_NOT_EXIST);
     99:             response.setRemark("the consumer's subscription not exist" + FAQUrl.suggestTodo(FAQUrl.SAME_GROUP_DIFFERENT_TOPIC));
    100:             return response;
    101:         }
    102:         // 校验 订阅信息版本 是否合法
    103:         if (subscriptionData.getSubVersion() < requestHeader.getSubVersion()) {
    104:             LOG.warn("The broker's subscription is not latest, group: {} {}", requestHeader.getConsumerGroup(),
    105:                     subscriptionData.getSubString());
    106:             response.setCode(ResponseCode.SUBSCRIPTION_NOT_LATEST);
    107:             response.setRemark("the consumer's subscription not latest");
    108:             return response;
    109:         }
    110:     }
    111: 
    112:     // 获取消息
    113:     final GetMessageResult getMessageResult = this.brokerController.getMessageStore().getMessage(requestHeader.getConsumerGroup(), requestHeader.getTopic(),
    114:             requestHeader.getQueueId(), requestHeader.getQueueOffset(), requestHeader.getMaxMsgNums(), subscriptionData);
    115:     if (getMessageResult != null) {
    116:         response.setRemark(getMessageResult.getStatus().name());
    117:         responseHeader.setNextBeginOffset(getMessageResult.getNextBeginOffset());
    118:         responseHeader.setMinOffset(getMessageResult.getMinOffset());
    119:         responseHeader.setMaxOffset(getMessageResult.getMaxOffset());
    120: 
    121:         // TODO 待读
    122:         // 计算建议读取brokerId
    123:         if (getMessageResult.isSuggestPullingFromSlave()) {
    124:             responseHeader.setSuggestWhichBrokerId(subscriptionGroupConfig.getWhichBrokerWhenConsumeSlowly());
    125:         } else {
    126:             responseHeader.setSuggestWhichBrokerId(MixAll.MASTER_ID);
    127:         }
    128: 
    129:         switch (this.brokerController.getMessageStoreConfig().getBrokerRole()) {
    130:             case ASYNC_MASTER:
    131:             case SYNC_MASTER:
    132:                 break;
    133:             case SLAVE:
    134:                 if (!this.brokerController.getBrokerConfig().isSlaveReadEnable()) { // 从节点不允许读取,告诉consumer读取主节点。
    135:                     response.setCode(ResponseCode.PULL_RETRY_IMMEDIATELY);
    136:                     responseHeader.setSuggestWhichBrokerId(MixAll.MASTER_ID);
    137:                 }
    138:                 break;
    139:         }
    140: 
    141:         if (this.brokerController.getBrokerConfig().isSlaveReadEnable()) {
    142:             // consume too slow ,redirect to another machine
    143:             if (getMessageResult.isSuggestPullingFromSlave()) {
    144:                 responseHeader.setSuggestWhichBrokerId(subscriptionGroupConfig.getWhichBrokerWhenConsumeSlowly());
    145:             }
    146:             // consume ok
    147:             else {
    148:                 responseHeader.setSuggestWhichBrokerId(subscriptionGroupConfig.getBrokerId());
    149:             }
    150:         } else {
    151:             responseHeader.setSuggestWhichBrokerId(MixAll.MASTER_ID);
    152:         }
    153: 
    154:         switch (getMessageResult.getStatus()) {
    155:             case FOUND:
    156:                 response.setCode(ResponseCode.SUCCESS);
    157:                 break;
    158:             case MESSAGE_WAS_REMOVING:
    159:                 response.setCode(ResponseCode.PULL_RETRY_IMMEDIATELY);
    160:                 break;
    161:             case NO_MATCHED_LOGIC_QUEUE:
    162:             case NO_MESSAGE_IN_QUEUE:
    163:                 if (0 != requestHeader.getQueueOffset()) {
    164:                     response.setCode(ResponseCode.PULL_OFFSET_MOVED);
    165: 
    166:                     // XXX: warn and notify me
    167:                     LOG.info("the broker store no queue data, fix the request offset {} to {}, Topic: {} QueueId: {} Consumer Group: {}", //
    168:                         requestHeader.getQueueOffset(), //
    169:                         getMessageResult.getNextBeginOffset(), //
    170:                         requestHeader.getTopic(), //
    171:                         requestHeader.getQueueId(), //
    172:                         requestHeader.getConsumerGroup()//
    173:                     );
    174:                 } else {
    175:                     response.setCode(ResponseCode.PULL_NOT_FOUND);
    176:                 }
    177:                 break;
    178:             case NO_MATCHED_MESSAGE:
    179:                 response.setCode(ResponseCode.PULL_RETRY_IMMEDIATELY);
    180:                 break;
    181:             case OFFSET_FOUND_NULL:
    182:                 response.setCode(ResponseCode.PULL_NOT_FOUND);
    183:                 break;
    184:             case OFFSET_OVERFLOW_BADLY:
    185:                 response.setCode(ResponseCode.PULL_OFFSET_MOVED);
    186:                 // XXX: warn and notify me
    187:                 LOG.info("The request offset:{} over flow badly, broker max offset:{} , consumer: {}", requestHeader.getQueueOffset(), getMessageResult.getMaxOffset(), channel.remoteAddress());
    188:                 break;
    189:             case OFFSET_OVERFLOW_ONE:
    190:                 response.setCode(ResponseCode.PULL_NOT_FOUND);
    191:                 break;
    192:             case OFFSET_TOO_SMALL:
    193:                 response.setCode(ResponseCode.PULL_OFFSET_MOVED);
    194:                 LOG.info("The request offset is too small. group={}, topic={}, requestOffset={}, brokerMinOffset={}, clientIp={}",
    195:                     requestHeader.getConsumerGroup(), requestHeader.getTopic(), requestHeader.getQueueOffset(),
    196:                     getMessageResult.getMinOffset(), channel.remoteAddress());
    197:                 break;
    198:             default:
    199:                 assert false;
    200:                 break;
    201:         }
    202: 
    203:         // hook:before
    204:         if (this.hasConsumeMessageHook()) {
    205:             ConsumeMessageContext context = new ConsumeMessageContext();
    206:             context.setConsumerGroup(requestHeader.getConsumerGroup());
    207:             context.setTopic(requestHeader.getTopic());
    208:             context.setQueueId(requestHeader.getQueueId());
    209: 
    210:             String owner = request.getExtFields().get(BrokerStatsManager.COMMERCIAL_OWNER);
    211: 
    212:             switch (response.getCode()) {
    213:                 case ResponseCode.SUCCESS:
    214:                     int commercialBaseCount = brokerController.getBrokerConfig().getCommercialBaseCount();
    215:                     int incValue = getMessageResult.getMsgCount4Commercial() * commercialBaseCount;
    216: 
    217:                     context.setCommercialRcvStats(BrokerStatsManager.StatsType.RCV_SUCCESS);
    218:                     context.setCommercialRcvTimes(incValue);
    219:                     context.setCommercialRcvSize(getMessageResult.getBufferTotalSize());
    220:                     context.setCommercialOwner(owner);
    221: 
    222:                     break;
    223:                 case ResponseCode.PULL_NOT_FOUND:
    224:                     if (!brokerAllowSuspend) {
    225: 
    226:                         context.setCommercialRcvStats(BrokerStatsManager.StatsType.RCV_EPOLLS);
    227:                         context.setCommercialRcvTimes(1);
    228:                         context.setCommercialOwner(owner);
    229: 
    230:                     }
    231:                     break;
    232:                 case ResponseCode.PULL_RETRY_IMMEDIATELY:
    233:                 case ResponseCode.PULL_OFFSET_MOVED:
    234:                     context.setCommercialRcvStats(BrokerStatsManager.StatsType.RCV_EPOLLS);
    235:                     context.setCommercialRcvTimes(1);
    236:                     context.setCommercialOwner(owner);
    237:                     break;
    238:                 default:
    239:                     assert false;
    240:                     break;
    241:             }
    242: 
    243:             this.executeConsumeMessageHookBefore(context);
    244:         }
    245: 
    246:         switch (response.getCode()) {
    247:             case ResponseCode.SUCCESS:
    248: 
    249:                 this.brokerController.getBrokerStatsManager().incGroupGetNums(requestHeader.getConsumerGroup(), requestHeader.getTopic(),
    250:                     getMessageResult.getMessageCount());
    251:                 this.brokerController.getBrokerStatsManager().incGroupGetSize(requestHeader.getConsumerGroup(), requestHeader.getTopic(),
    252:                     getMessageResult.getBufferTotalSize());
    253:                 this.brokerController.getBrokerStatsManager().incBrokerGetNums(getMessageResult.getMessageCount());
    254:                 // 读取消息
    255:                 if (this.brokerController.getBrokerConfig().isTransferMsgByHeap()) { // 内存中
    256:                     final long beginTimeMills = this.brokerController.getMessageStore().now();
    257: 
    258:                     final byte[] r = this.readGetMessageResult(getMessageResult, requestHeader.getConsumerGroup(), requestHeader.getTopic(), requestHeader.getQueueId());
    259: 
    260:                     this.brokerController.getBrokerStatsManager().incGroupGetLatency(requestHeader.getConsumerGroup(),
    261:                         requestHeader.getTopic(), requestHeader.getQueueId(),
    262:                         (int) (this.brokerController.getMessageStore().now() - beginTimeMills));
    263:                     response.setBody(r);
    264:                 } else { // zero-copy
    265:                     try {
    266:                         FileRegion fileRegion = new ManyMessageTransfer(response.encodeHeader(getMessageResult.getBufferTotalSize()), getMessageResult);
    267:                         channel.writeAndFlush(fileRegion).addListener(new ChannelFutureListener() {
    268:                             @Override
    269:                             public void operationComplete(ChannelFuture future) throws Exception {
    270:                                 getMessageResult.release();
    271:                                 if (!future.isSuccess()) {
    272:                                     LOG.error("Fail to transfer messages from page cache to {}", channel.remoteAddress(), future.cause());
    273:                                 }
    274:                             }
    275:                         });
    276:                     } catch (Throwable e) {
    277:                         LOG.error("Error occurred when transferring messages from page cache", e);
    278:                         getMessageResult.release();
    279:                     }
    280: 
    281:                     response = null;
    282:                 }
    283:                 break;
    284:             case ResponseCode.PULL_NOT_FOUND:
    285:                 // 消息未查询到 && broker允许挂起请求 && 请求允许挂起
    286:                 if (brokerAllowSuspend && hasSuspendFlag) {
    287:                     long pollingTimeMills = suspendTimeoutMillisLong;
    288:                     if (!this.brokerController.getBrokerConfig().isLongPollingEnable()) {
    289:                         pollingTimeMills = this.brokerController.getBrokerConfig().getShortPollingTimeMills();
    290:                     }
    291: 
    292:                     String topic = requestHeader.getTopic();
    293:                     long offset = requestHeader.getQueueOffset();
    294:                     int queueId = requestHeader.getQueueId();
    295:                     PullRequest pullRequest = new PullRequest(request, channel, pollingTimeMills,
    296:                         this.brokerController.getMessageStore().now(), offset, subscriptionData);
    297:                     this.brokerController.getPullRequestHoldService().suspendPullRequest(topic, queueId, pullRequest);
    298:                     response = null;
    299:                     break;
    300:                 }
    301: 
    302:             case ResponseCode.PULL_RETRY_IMMEDIATELY:
    303:                 break;
    304:             case ResponseCode.PULL_OFFSET_MOVED:
    305:                 if (this.brokerController.getMessageStoreConfig().getBrokerRole() != BrokerRole.SLAVE
    306:                     || this.brokerController.getMessageStoreConfig().isOffsetCheckInSlave()) { // TODO 待博客补充
    307:                     MessageQueue mq = new MessageQueue();
    308:                     mq.setTopic(requestHeader.getTopic());
    309:                     mq.setQueueId(requestHeader.getQueueId());
    310:                     mq.setBrokerName(this.brokerController.getBrokerConfig().getBrokerName());
    311: 
    312:                     OffsetMovedEvent event = new OffsetMovedEvent();
    313:                     event.setConsumerGroup(requestHeader.getConsumerGroup());
    314:                     event.setMessageQueue(mq);
    315:                     event.setOffsetRequest(requestHeader.getQueueOffset());
    316:                     event.setOffsetNew(getMessageResult.getNextBeginOffset());
    317:                     this.generateOffsetMovedEvent(event);
    318:                     LOG.warn(
    319:                         "PULL_OFFSET_MOVED:correction offset. topic={}, groupId={}, requestOffset={}, newOffset={}, suggestBrokerId={}",
    320:                         requestHeader.getTopic(), requestHeader.getConsumerGroup(), event.getOffsetRequest(), event.getOffsetNew(),
    321:                         responseHeader.getSuggestWhichBrokerId());
    322:                 } else {
    323:                     responseHeader.setSuggestWhichBrokerId(subscriptionGroupConfig.getBrokerId());
    324:                     response.setCode(ResponseCode.PULL_RETRY_IMMEDIATELY);
    325:                     LOG.warn("PULL_OFFSET_MOVED:none correction. topic={}, groupId={}, requestOffset={}, suggestBrokerId={}",
    326:                         requestHeader.getTopic(), requestHeader.getConsumerGroup(), requestHeader.getQueueOffset(),
    327:                         responseHeader.getSuggestWhichBrokerId());
    328:                 }
    329: 
    330:                 break;
    331:             default:
    332:                 assert false;
    333:         }
    334:     } else {
    335:         response.setCode(ResponseCode.SYSTEM_ERROR);
    336:         response.setRemark("store getMessage return null");
    337:     }
    338: 
    339:     // 请求要求持久化进度 && broker非主,进行持久化进度。
    340:     boolean storeOffsetEnable = brokerAllowSuspend;
    341:     storeOffsetEnable = storeOffsetEnable && hasCommitOffsetFlag;
    342:     storeOffsetEnable = storeOffsetEnable && this.brokerController.getMessageStoreConfig().getBrokerRole() != BrokerRole.SLAVE;
    343:     if (storeOffsetEnable) {
    344:         this.brokerController.getConsumerOffsetManager().commitOffset(RemotingHelper.parseChannelRemoteAddr(channel),
    345:             requestHeader.getConsumerGroup(), requestHeader.getTopic(), requestHeader.getQueueId(), requestHeader.getCommitOffset());
    346:     }
    347:     return response;
    348: }
    
    • 说明:处理拉取消息请求,返回响应。
    • 第 14 至 19 行 :校验 Broker 是否可读。
    • 第 21 至 33 行 :校验 SubscriptionGroupConfig(订阅分组配置) 是否存在 && 可以消费。
    • 第 35 至 38 行 :处理 PullMessageRequestHeader.sysFlag 对应的标志位。
    • 第 40 至 62 行 :校验 TopicConfig(主题配置) 是否存在 && 可读 && 队列编号正确。
    • 第 64 至 110 行 :校验 SubscriptionData(订阅信息) 是否正确。
    • 第 113 行 :调用 MessageStore#getMessage(...) 获取 GetMessageResult(消息)。详细解析见:MessageStore#getMessage(...)
    • 第 122 至 152 行 :计算建议拉取消息 brokerId
    • 第 154 至 201 行 :PullMessageProcessor拉取消息状态图
    • 第 204 至 244 行 :Hook 逻辑,#executeConsumeMessageHookBefore(...)
    • 第 247 至 283 行 :拉取消息成功,即拉取到消息。
      • 第 255 至 263 行 :方式一 :调用 readGetMessageResult(...) 获取消息内容到堆内内存,设置到 响应body
      • 第 265 至 281 行 :方式二 :基于 zero-copy 实现,直接响应,无需堆内内存,性能更优。TODO :此处等对zero-copy有研究,再补充一些
    • 第 284 至 300 行 :拉取不到消息,当满足条件 (Broker 允许挂起 && 请求要求挂起),执行挂起请求。详细解析见:PullRequestHoldService
    • 第 304 至 328 行 :TODO :此处等对tools模块研究后再补充
    • 第 339 至 346 :持久化消费进度,当满足 (Broker 非主 && 请求要求持久化进度)。详细解析见:更新消费进度

    MessageStore#getMessage(...)

      1: /**
      2:  * 获取消息结果
      3:  *
      4:  * @param group 消费分组
      5:  * @param topic 主题
      6:  * @param queueId 队列编号
      7:  * @param offset 队列位置
      8:  * @param maxMsgNums 消息数量
      9:  * @param subscriptionData 订阅信息
     10:  * @return 消息结果
     11:  */
     12: public GetMessageResult getMessage(final String group, final String topic, final int queueId, final long offset, final int maxMsgNums,
     13:     final SubscriptionData subscriptionData) {
     14:     // 是否关闭
     15:     if (this.shutdown) {
     16:         log.warn("message store has shutdown, so getMessage is forbidden");
     17:         return null;
     18:     }
     19:     // 是否可读
     20:     if (!this.runningFlags.isReadable()) {
     21:         log.warn("message store is not readable, so getMessage is forbidden " + this.runningFlags.getFlagBits());
     22:         return null;
     23:     }
     24: 
     25:     long beginTime = this.getSystemClock().now();
     26: 
     27:     GetMessageStatus status = GetMessageStatus.NO_MESSAGE_IN_QUEUE;
     28:     long nextBeginOffset = offset;
     29:     long minOffset = 0;
     30:     long maxOffset = 0;
     31: 
     32:     GetMessageResult getResult = new GetMessageResult();
     33: 
     34:     final long maxOffsetPy = this.commitLog.getMaxOffset();
     35: 
     36:     // 获取消费队列
     37:     ConsumeQueue consumeQueue = findConsumeQueue(topic, queueId);
     38:     if (consumeQueue != null) {
     39:         minOffset = consumeQueue.getMinOffsetInQueue(); // 消费队列 最小队列编号
     40:         maxOffset = consumeQueue.getMaxOffsetInQueue(); // 消费队列 最大队列编号
     41: 
     42:         // 判断 队列位置(offset)
     43:         if (maxOffset == 0) { // 消费队列无消息
     44:             status = GetMessageStatus.NO_MESSAGE_IN_QUEUE;
     45:             nextBeginOffset = nextOffsetCorrection(offset, 0);
     46:         } else if (offset < minOffset) { // 查询offset 太小
     47:             status = GetMessageStatus.OFFSET_TOO_SMALL;
     48:             nextBeginOffset = nextOffsetCorrection(offset, minOffset);
     49:         } else if (offset == maxOffset) { // 查询offset 超过 消费队列 一个位置
     50:             status = GetMessageStatus.OFFSET_OVERFLOW_ONE;
     51:             nextBeginOffset = nextOffsetCorrection(offset, offset);
     52:         } else if (offset > maxOffset) { // 查询offset 超过 消费队列 太多(大于一个位置)
     53:             status = GetMessageStatus.OFFSET_OVERFLOW_BADLY;
     54:             if (0 == minOffset) { // TODO blog 这里是??为啥0 == minOffset做了特殊判断
     55:                 nextBeginOffset = nextOffsetCorrection(offset, minOffset);
     56:             } else {
     57:                 nextBeginOffset = nextOffsetCorrection(offset, maxOffset);
     58:             }
     59:         } else {
     60:             // 获得 映射Buffer结果(MappedFile)
     61:             SelectMappedBufferResult bufferConsumeQueue = consumeQueue.getIndexBuffer(offset);
     62:             if (bufferConsumeQueue != null) {
     63:                 try {
     64:                     status = GetMessageStatus.NO_MATCHED_MESSAGE;
     65: 
     66:                     long nextPhyFileStartOffset = Long.MIN_VALUE; // commitLog下一个文件(MappedFile)对应的开始offset。
     67:                     long maxPhyOffsetPulling = 0; // 消息物理位置拉取到的最大offset
     68: 
     69:                     int i = 0;
     70:                     final int maxFilterMessageCount = 16000;
     71:                     final boolean diskFallRecorded = this.messageStoreConfig.isDiskFallRecorded();
     72:                     // 循环获取 消息位置信息
     73:                     for (; i < bufferConsumeQueue.getSize() && i < maxFilterMessageCount; i += ConsumeQueue.CQ_STORE_UNIT_SIZE) {
     74:                         long offsetPy = bufferConsumeQueue.getByteBuffer().getLong(); // 消息物理位置offset
     75:                         int sizePy = bufferConsumeQueue.getByteBuffer().getInt(); // 消息长度
     76:                         long tagsCode = bufferConsumeQueue.getByteBuffer().getLong(); // 消息tagsCode
     77:                         // 设置消息物理位置拉取到的最大offset
     78:                         maxPhyOffsetPulling = offsetPy;
     79:                         // 当 offsetPy 小于 nextPhyFileStartOffset 时,意味着对应的 Message 已经移除,所以直接continue,直到可读取的Message。
     80:                         if (nextPhyFileStartOffset != Long.MIN_VALUE) {
     81:                             if (offsetPy < nextPhyFileStartOffset)
     82:                                 continue;
     83:                         }
     84:                         // 校验 commitLog 是否需要硬盘,无法全部放在内存
     85:                         boolean isInDisk = checkInDiskByCommitOffset(offsetPy, maxOffsetPy);
     86:                         // 是否已经获得足够消息
     87:                         if (this.isTheBatchFull(sizePy, maxMsgNums, getResult.getBufferTotalSize(), getResult.getMessageCount(),
     88:                             isInDisk)) {
     89:                             break;
     90:                         }
     91:                         // 判断消息是否符合条件
     92:                         if (this.messageFilter.isMessageMatched(subscriptionData, tagsCode)) {
     93:                             // 从commitLog获取对应消息ByteBuffer
     94:                             SelectMappedBufferResult selectResult = this.commitLog.getMessage(offsetPy, sizePy);
     95:                             if (selectResult != null) {
     96:                                 this.storeStatsService.getGetMessageTransferedMsgCount().incrementAndGet();
     97:                                 getResult.addMessage(selectResult);
     98:                                 status = GetMessageStatus.FOUND;
     99:                                 nextPhyFileStartOffset = Long.MIN_VALUE;
    100:                             } else {
    101:                                 // 从commitLog无法读取到消息,说明该消息对应的文件(MappedFile)已经删除,计算下一个MappedFile的起始位置
    102:                                 if (getResult.getBufferTotalSize() == 0) {
    103:                                     status = GetMessageStatus.MESSAGE_WAS_REMOVING;
    104:                                 }
    105:                                 nextPhyFileStartOffset = this.commitLog.rollNextFile(offsetPy);
    106:                             }
    107:                         } else {
    108:                             if (getResult.getBufferTotalSize() == 0) {
    109:                                 status = GetMessageStatus.NO_MATCHED_MESSAGE;
    110:                             }
    111: 
    112:                             if (log.isDebugEnabled()) {
    113:                                 log.debug("message type not matched, client: " + subscriptionData + " server: " + tagsCode);
    114:                             }
    115:                         }
    116:                     }
    117:                     // 统计剩余可拉取消息字节数
    118:                     if (diskFallRecorded) {
    119:                         long fallBehind = maxOffsetPy - maxPhyOffsetPulling;
    120:                         brokerStatsManager.recordDiskFallBehindSize(group, topic, queueId, fallBehind);
    121:                     }
    122:                     // 计算下次拉取消息的消息队列编号
    123:                     nextBeginOffset = offset + (i / ConsumeQueue.CQ_STORE_UNIT_SIZE);
    124:                     // 根据剩余可拉取消息字节数与内存判断是否建议读取从节点
    125:                     long diff = maxOffsetPy - maxPhyOffsetPulling;
    126:                     long memory = (long) (StoreUtil.TOTAL_PHYSICAL_MEMORY_SIZE
    127:                             * (this.messageStoreConfig.getAccessMessageInMemoryMaxRatio() / 100.0));
    128:                     getResult.setSuggestPullingFromSlave(diff > memory);
    129:                 } finally {
    130:                     bufferConsumeQueue.release();
    131:                 }
    132:             } else {
    133:                 status = GetMessageStatus.OFFSET_FOUND_NULL;
    134:                 nextBeginOffset = nextOffsetCorrection(offset, consumeQueue.rollNextFile(offset));
    135:                 log.warn("consumer request topic: " + topic + "offset: " + offset + " minOffset: " + minOffset + " maxOffset: "
    136:                     + maxOffset + ", but access logic queue failed.");
    137:             }
    138:         }
    139:     } else {
    140:         status = GetMessageStatus.NO_MATCHED_LOGIC_QUEUE;
    141:         nextBeginOffset = nextOffsetCorrection(offset, 0);
    142:     }
    143:     // 统计
    144:     if (GetMessageStatus.FOUND == status) {
    145:         this.storeStatsService.getGetMessageTimesTotalFound().incrementAndGet();
    146:     } else {
    147:         this.storeStatsService.getGetMessageTimesTotalMiss().incrementAndGet();
    148:     }
    149:     long eclipseTime = this.getSystemClock().now() - beginTime;
    150:     this.storeStatsService.setGetMessageEntireTimeMax(eclipseTime);
    151:     // 设置返回结果
    152:     getResult.setStatus(status);
    153:     getResult.setNextBeginOffset(nextBeginOffset);
    154:     getResult.setMaxOffset(maxOffset);
    155:     getResult.setMinOffset(minOffset);
    156:     return getResult;
    157: }
    158: 
    159: /**
    160:  * 根据 主题 + 队列编号 获取 消费队列
    161:  *
    162:  * @param topic 主题
    163:  * @param queueId 队列编号
    164:  * @return 消费队列
    165:  */
    166: public ConsumeQueue findConsumeQueue(String topic, int queueId) {
    167:     // 获取 topic 对应的 所有消费队列
    168:     ConcurrentHashMap<Integer, ConsumeQueue> map = consumeQueueTable.get(topic);
    169:     if (null == map) {
    170:         ConcurrentHashMap<Integer, ConsumeQueue> newMap = new ConcurrentHashMap<>(128);
    171:         ConcurrentHashMap<Integer, ConsumeQueue> oldMap = consumeQueueTable.putIfAbsent(topic, newMap);
    172:         if (oldMap != null) {
    173:             map = oldMap;
    174:         } else {
    175:             map = newMap;
    176:         }
    177:     }
    178:     // 获取 queueId 对应的 消费队列
    179:     ConsumeQueue logic = map.get(queueId);
    180:     if (null == logic) {
    181:         ConsumeQueue newLogic = new ConsumeQueue(//
    182:             topic, //
    183:             queueId, //
    184:             StorePathConfigHelper.getStorePathConsumeQueue(this.messageStoreConfig.getStorePathRootDir()), //
    185:             this.getMessageStoreConfig().getMapedFileSizeConsumeQueue(), //
    186:             this);
    187:         ConsumeQueue oldLogic = map.putIfAbsent(queueId, newLogic);
    188:         if (oldLogic != null) {
    189:             logic = oldLogic;
    190:         } else {
    191:             logic = newLogic;
    192:         }
    193:     }
    194: 
    195:     return logic;
    196: }
    197: 
    198: /**
    199:  * 下一个获取队列offset修正
    200:  * 修正条件:主节点 或者 从节点开启校验offset开关
    201:  *
    202:  * @param oldOffset 老队列offset
    203:  * @param newOffset 新队列offset
    204:  * @return 修正后的队列offset
    205:  */
    206: private long nextOffsetCorrection(long oldOffset, long newOffset) {
    207:     long nextOffset = oldOffset;
    208:     if (this.getMessageStoreConfig().getBrokerRole() != BrokerRole.SLAVE || this.getMessageStoreConfig().isOffsetCheckInSlave()) {
    209:         nextOffset = newOffset;
    210:     }
    211:     return nextOffset;
    212: }
    213: 
    214: /**
    215:  * 校验 commitLog 是否需要硬盘,无法全部放在内存
    216:  *
    217:  * @param offsetPy commitLog 指定offset
    218:  * @param maxOffsetPy commitLog 最大offset
    219:  * @return 是否需要硬盘
    220:  */
    221: private boolean checkInDiskByCommitOffset(long offsetPy, long maxOffsetPy) {
    222:     long memory = (long) (StoreUtil.TOTAL_PHYSICAL_MEMORY_SIZE * (this.messageStoreConfig.getAccessMessageInMemoryMaxRatio() / 100.0));
    223:     return (maxOffsetPy - offsetPy) > memory;
    224: }
    225: 
    226: /**
    227:  * 判断获取消息是否已经满
    228:  *
    229:  * @param sizePy 字节数
    230:  * @param maxMsgNums 最大消息数
    231:  * @param bufferTotal 目前已经计算字节数
    232:  * @param messageTotal 目前已经计算消息数
    233:  * @param isInDisk 是否在硬盘中
    234:  * @return 是否已满
    235:  */
    236: private boolean isTheBatchFull(int sizePy, int maxMsgNums, int bufferTotal, int messageTotal, boolean isInDisk) {
    237:     if (0 == bufferTotal || 0 == messageTotal) {
    238:         return false;
    239:     }
    240:     // 消息数量已经满足请求数量(maxMsgNums)
    241:     if ((messageTotal + 1) >= maxMsgNums) {
    242:         return true;
    243:     }
    244:     // 根据消息存储配置的最大传输字节数、最大传输消息数是否已满
    245:     if (isInDisk) {
    246:         if ((bufferTotal + sizePy) > this.messageStoreConfig.getMaxTransferBytesOnMessageInDisk()) {
    247:             return true;
    248:         }
    249: 
    250:         if ((messageTotal + 1) > this.messageStoreConfig.getMaxTransferCountOnMessageInDisk()) {
    251:             return true;
    252:         }
    253:     } else {
    254:         if ((bufferTotal + sizePy) > this.messageStoreConfig.getMaxTransferBytesOnMessageInMemory()) {
    255:             return true;
    256:         }
    257: 
    258:         if ((messageTotal + 1) > this.messageStoreConfig.getMaxTransferCountOnMessageInMemory()) {
    259:             return true;
    260:         }
    261:     }
    262: 
    263:     return false;
    264: }
    
    • 说明 :根据 消息分组(group) + 主题(Topic) + 队列编号(queueId) + 队列位置(offset) + 订阅信息(subscriptionData) 获取 指定条数(maxMsgNums) 消息(Message)。
    • 第 14 至 18 行 :判断 Store 是否处于关闭状态,若关闭,则无法获取消息。
    • 第 19 至 23 行 :判断当前运行状态是否可读,若不可读,则无法获取消息。
    • 第 37 行 :根据 主题(Topic) + 队列编号(queueId) 获取 消息队列(ConsumeQueue)。
      • #findConsumeQueue(...) :第 159 至 196 行。
    • 第 43 至 58 行 :各种队列位置(offset) 无法读取消息,并针对对应的情况,计算下一次 Client 队列拉取位置。
      • 第 43 至 45 行 :消息队列无消息。
      • 第 46 至 48 行 :查询的消息队列位置(offset) 太小。
      • 第 49 至 51 行 :查询的消息队列位置(offset) 恰好等于 消息队列最大的队列位置。该情况是正常现象,相当于查询最新的消息。
      • 第 52 至 58 行 :查询的消息队列位置(offset) 超过过多。
      • #nextOffsetCorrection(...) :第 198 至 212 行。
    • 第 61 行 :根据 消费队列位置(offset) 获取 对应的MappedFile
    • 第 72 至 128 行 :循环获取 消息位置信息
      • 第 74 至 76 行 :读取每一个 消息位置信息
      • 第 79 至 83 行 :当 offsetPy 小于 nextPhyFileStartOffset 时,意味着对
        应的 Message 已经移除,所以直接continue,直到可读取的 Message
      • 第 84 至 90 行 :判断是否已经获得足够的消息。
        • #checkInDiskByCommitOffset(...) :第 214 至 224 行。
        • #isTheBatchFull(...) :第 226 至 264 行。
    • 第 92 行 :判断消息是否符合条件。详细解析见:DefaultMessageFilter#isMessageMatched(...)
    • 第 94 行 :从 CommitLog 获取对应 消息的MappedByteBuffer
    • 第 95 至 99 行 :获取 消息MappedByteBuffer 成功。
    • 第 100 至 106 行 :获取 消息MappedByteBuffer 失败。从 CommitLog 无法读取到消息,说明 该消息对应的文件(MappedFile) 已经删除,此时计算下一个MappedFile的起始位置。该逻辑需要配合(第 79 至 83 行)一起理解。
    • 第 117 至 120 行 :统计剩余可拉取消息字节数。
    • 第 123 行 :计算下次拉取消息的消息队列编号。
    • 第 124 至 128 行 :根据剩余可拉取消息字节数与内存判断是否建议读取从节点。
    • 第 130 行 :释放 bufferConsumeQueueMappedFile 的指向。此处 MappedFileConsumeQueue 里的文件,不是 CommitLog 下的文件。
    • 第 133 至 136 行 :获得消费队列位置(offset) 获取 对应的MappedFile,计算ConsumeQueueoffset 开始的下一个 MappedFile 对应的位置。
    • 第 143 至 150 行 :记录统计信息:消耗时间、拉取到消息/未拉取到消息次数。
    • 第 151 至 156 行 :设置返回结果并返回。

    DefaultMessageFilter#isMessageMatched(...)

      1: public class DefaultMessageFilter implements MessageFilter {
      2: 
      3:     @Override
      4:     public boolean isMessageMatched(SubscriptionData subscriptionData, Long tagsCode) {
      5:         // 消息tagsCode 空
      6:         if (tagsCode == null) {
      7:             return true;
      8:         }
      9:         // 订阅数据 空
     10:         if (null == subscriptionData) {
     11:             return true;
     12:         }
     13:         // classFilter
     14:         if (subscriptionData.isClassFilterMode())
     15:             return true;
     16:         // 订阅表达式 全匹配
     17:         if (subscriptionData.getSubString().equals(SubscriptionData.SUB_ALL)) {
     18:             return true;
     19:         }
     20:         // 订阅数据code数组 是否包含 消息tagsCode
     21:         return subscriptionData.getCodeSet().contains(tagsCode.intValue());
     22:     }
     23: 
     24: }
    
    • 说明 :消息过滤器默认实现。

    PullRequestHoldService

      1: public class PullRequestHoldService extends ServiceThread {
      2: 
      3:     private static final Logger log = LoggerFactory.getLogger(LoggerName.BROKER_LOGGER_NAME);
      4: 
      5:     private static final String TOPIC_QUEUEID_SEPARATOR = "@";
      6: 
      7:     private final BrokerController brokerController;
      8: 
      9:     private final SystemClock systemClock = new SystemClock();
     10:     /**
     11:      * 消息过滤器
     12:      */
     13:     private final MessageFilter messageFilter = new DefaultMessageFilter();
     14:     /**
     15:      * 拉取消息请求集合
     16:      */
     17:     private ConcurrentHashMap<String/* topic@queueId */, ManyPullRequest> pullRequestTable =
     18:             new ConcurrentHashMap<>(1024);
     19: 
     20:     public PullRequestHoldService(final BrokerController brokerController) {
     21:         this.brokerController = brokerController;
     22:     }
     23: 
     24:     /**
     25:      * 添加拉取消息挂起请求
     26:      *
     27:      * @param topic 主题
     28:      * @param queueId 队列编号
     29:      * @param pullRequest 拉取消息请求
     30:      */
     31:     public void suspendPullRequest(final String topic, final int queueId, final PullRequest pullRequest) {
     32:         String key = this.buildKey(topic, queueId);
     33:         ManyPullRequest mpr = this.pullRequestTable.get(key);
     34:         if (null == mpr) {
     35:             mpr = new ManyPullRequest();
     36:             ManyPullRequest prev = this.pullRequestTable.putIfAbsent(key, mpr);
     37:             if (prev != null) {
     38:                 mpr = prev;
     39:             }
     40:         }
     41: 
     42:         mpr.addPullRequest(pullRequest);
     43:     }
     44: 
     45:     /**
     46:      * 根据 主题 + 队列编号 创建唯一标识
     47:      *
     48:      * @param topic 主题
     49:      * @param queueId 队列编号
     50:      * @return key
     51:      */
     52:     private String buildKey(final String topic, final int queueId) {
     53:         StringBuilder sb = new StringBuilder();
     54:         sb.append(topic);
     55:         sb.append(TOPIC_QUEUEID_SEPARATOR);
     56:         sb.append(queueId);
     57:         return sb.toString();
     58:     }
     59: 
     60:     @Override
     61:     public void run() {
     62:         log.info("{} service started", this.getServiceName());
     63:         while (!this.isStopped()) {
     64:             try {
     65:                 // 根据 长轮训 还是 短轮训 设置不同的等待时间
     66:                 if (this.brokerController.getBrokerConfig().isLongPollingEnable()) {
     67:                     this.waitForRunning(5 * 1000);
     68:                 } else {
     69:                     this.waitForRunning(this.brokerController.getBrokerConfig().getShortPollingTimeMills());
     70:                 }
     71:                 // 检查挂起请求是否有需要通知的
     72:                 long beginLockTimestamp = this.systemClock.now();
     73:                 this.checkHoldRequest();
     74:                 long costTime = this.systemClock.now() - beginLockTimestamp;
     75:                 if (costTime > 5 * 1000) {
     76:                     log.info("[NOTIFYME] check hold request cost {} ms.", costTime);
     77:                 }
     78:             } catch (Throwable e) {
     79:                 log.warn(this.getServiceName() + " service has exception. ", e);
     80:             }
     81:         }
     82: 
     83:         log.info("{} service end", this.getServiceName());
     84:     }
     85: 
     86:     @Override
     87:     public String getServiceName() {
     88:         return PullRequestHoldService.class.getSimpleName();
     89:     }
     90: 
     91:     /**
     92:      * 遍历挂起请求,检查是否有需要通知的请求。
     93:      */
     94:     private void checkHoldRequest() {
     95:         for (String key : this.pullRequestTable.keySet()) {
     96:             String[] kArray = key.split(TOPIC_QUEUEID_SEPARATOR);
     97:             if (2 == kArray.length) {
     98:                 String topic = kArray[0];
     99:                 int queueId = Integer.parseInt(kArray[1]);
    100:                 final long offset = this.brokerController.getMessageStore().getMaxOffsetInQuque(topic, queueId);
    101:                 try {
    102:                     this.notifyMessageArriving(topic, queueId, offset);
    103:                 } catch (Throwable e) {
    104:                     log.error("check hold request failed. topic={}, queueId={}", topic, queueId, e);
    105:                 }
    106:             }
    107:         }
    108:     }
    109: 
    110:     /**
    111:      * 检查是否有需要通知的请求
    112:      *
    113:      * @param topic 主题
    114:      * @param queueId 队列编号
    115:      * @param maxOffset 消费队列最大offset
    116:      */
    117:     public void notifyMessageArriving(final String topic, final int queueId, final long maxOffset) {
    118:         notifyMessageArriving(topic, queueId, maxOffset, null);
    119:     }
    120: 
    121:     /**
    122:      * 检查是否有需要通知的请求
    123:      *
    124:      * @param topic 主题
    125:      * @param queueId 队列编号
    126:      * @param maxOffset 消费队列最大offset
    127:      * @param tagsCode 过滤tagsCode
    128:      */
    129:     public void notifyMessageArriving(final String topic, final int queueId, final long maxOffset, final Long tagsCode) {
    130:         String key = this.buildKey(topic, queueId);
    131:         ManyPullRequest mpr = this.pullRequestTable.get(key);
    132:         if (mpr != null) {
    133:             //
    134:             List<PullRequest> requestList = mpr.cloneListAndClear();
    135:             if (requestList != null) {
    136:                 List<PullRequest> replayList = new ArrayList<>(); // 不符合唤醒的请求数组
    137: 
    138:                 for (PullRequest request : requestList) {
    139:                     // 如果 maxOffset 过小,则重新读取一次。
    140:                     long newestOffset = maxOffset;
    141:                     if (newestOffset <= request.getPullFromThisOffset()) {
    142:                         newestOffset = this.brokerController.getMessageStore().getMaxOffsetInQuque(topic, queueId);
    143:                     }
    144:                     // 有新的匹配消息,唤醒请求,即再次拉取消息。
    145:                     if (newestOffset > request.getPullFromThisOffset()) {
    146:                         if (this.messageFilter.isMessageMatched(request.getSubscriptionData(), tagsCode)) {
    147:                             try {
    148:                                 this.brokerController.getPullMessageProcessor().executeRequestWhenWakeup(request.getClientChannel(),
    149:                                     request.getRequestCommand());
    150:                             } catch (Throwable e) {
    151:                                 log.error("execute request when wakeup failed.", e);
    152:                             }
    153:                             continue;
    154:                         }
    155:                     }
    156:                     // 超过挂起时间,唤醒请求,即再次拉取消息。
    157:                     if (System.currentTimeMillis() >= (request.getSuspendTimestamp() + request.getTimeoutMillis())) {
    158:                         try {
    159:                             this.brokerController.getPullMessageProcessor().executeRequestWhenWakeup(request.getClientChannel(),
    160:                                 request.getRequestCommand());
    161:                         } catch (Throwable e) {
    162:                             log.error("execute request when wakeup failed.", e);
    163:                         }
    164:                         continue;
    165:                     }
    166:                     // 不符合再次拉取的请求,再次添加回去
    167:                     replayList.add(request);
    168:                 }
    169:                 // 添加回去
    170:                 if (!replayList.isEmpty()) {
    171:                     mpr.addPullRequest(replayList);
    172:                 }
    173:             }
    174:         }
    175:     }
    176: }
    
    • PullRequestHoldService 说明 :拉取消息请求挂起维护线程服务。
      • 当拉取消息请求获得不了消息时,则会将请求进行挂起,添加到该服务。
      • 当有符合条件信息时 或 挂起超时时,重新执行获取消息逻辑。
    • #suspendPullRequest(...) 说明 :添加拉取消息挂起请求到集合( pullRequestTable )。
    • #run(...) 说明 :定时检查挂起请求是否有需要通知重新拉取消息并进行通知。
      • 第 65 至 70 行 :根据长轮训or短轮训设置不同的等待时间。
      • 第 71 至 77 行 :检查挂起请求是否有需要通知的。
    • #checkHoldRequest(...) 说明 :遍历挂起请求,检查是否有需要通知的。
    • #notifyMessageArriving(...) 说明 :检查指定队列是否有需要通知的请求。
      • 第 139 至 143 行 :如果 maxOffset 过小,重新获取一次最新的。
      • 第 144 至 155 行 :有新的匹配消息,唤醒请求,即再次拉取消息。
      • 第 156 至 165 行 :超过挂起时间,唤醒请求,即再次拉取消息。
      • 第 148 || 159 行 :唤醒请求,再次拉取消息。原先担心拉取消息时间过长,导致影响整个挂起请求的遍历,后面查看#executeRequestWhenWakeup(...),实际是丢到线程池进行一步的消息拉取,不会有性能上的问题。详细解析见:PullMessageProcessor#executeRequestWhenWakeup(...)
      • 第 166 至 172 行 :不符合唤醒的请求重新添加到集合(pullRequestTable)。

    PullMessageProcessor#executeRequestWhenWakeup(...)

      1: public void executeRequestWhenWakeup(final Channel channel, final RemotingCommand request) throws RemotingCommandException {
      2:     Runnable run = new Runnable() {
      3:         @Override
      4:         public void run() {
      5:             try {
      6:                 // 调用拉取请求。本次调用,设置不挂起请求。
      7:                 final RemotingCommand response = PullMessageProcessor.this.processRequest(channel, request, false);
      8: 
      9:                 if (response != null) {
     10:                     response.setOpaque(request.getOpaque());
     11:                     response.markResponseType();
     12:                     try {
     13:                         channel.writeAndFlush(response).addListener(new ChannelFutureListener() {
     14:                             @Override
     15:                             public void operationComplete(ChannelFuture future) throws Exception {
     16:                                 if (!future.isSuccess()) {
     17:                                     LOG.error("ProcessRequestWrapper response to {} failed", future.channel().remoteAddress(), future.cause());
     18:                                     LOG.error(request.toString());
     19:                                     LOG.error(response.toString());
     20:                                 }
     21:                             }
     22:                         });
     23:                     } catch (Throwable e) {
     24:                         LOG.error("ProcessRequestWrapper process request over, but response failed", e);
     25:                         LOG.error(request.toString());
     26:                         LOG.error(response.toString());
     27:                     }
     28:                 }
     29:             } catch (RemotingCommandException e1) {
     30:                 LOG.error("ExecuteRequestWhenWakeup run", e1);
     31:             }
     32:         }
     33:     };
     34:     // 提交拉取请求到线程池
     35:     this.brokerController.getPullMessageExecutor().submit(new RequestTask(run, channel, request));
     36: }
    
    • 说明 :执行请求唤醒,即再次拉取消息。该方法调用线程池,因此,不会阻塞。
    • 第 7 行 :调用拉取消息请求。本次调用,设置即使请求不到消息,也不挂起请求。如果不设置,请求可能被无限挂起,被 Broker 无限循环。
    • 第 35 行 :提交拉取消息请求到线程池

    5、Broker 提供[更新消费进度]接口

    Yunai-MacdeMacBook-Pro-2:config yunai$ pwd
    /Users/yunai/store/config
    Yunai-MacdeMacBook-Pro-2:config yunai$ ls -ls
    total 40
    8 -rw-r--r--  1 yunai  staff    21  4 28 16:58 consumerOffset.json
    8 -rw-r--r--  1 yunai  staff    21  4 28 16:58 consumerOffset.json.bak
    8 -rw-r--r--  1 yunai  staff    21  4 28 16:58 delayOffset.json
    8 -rw-r--r--  1 yunai  staff    21  4 28 16:58 delayOffset.json.bak
    8 -rw-r--r--  1 yunai  staff  1401  4 27 21:51 topics.json
    Yunai-MacdeMacBook-Pro-2:config yunai$ cat consumerOffset.json
    {
    	"offsetTable":{
    		"%RETRY%please_rename_unique_group_name_4@please_rename_unique_group_name_4":{0:0
    		},
    		"TopicRead3@please_rename_unique_group_name_4":{1:5
    		}
    	}
    }
    
    • consumerOffset.json :消费进度存储文件。
    • consumerOffset.json.bak :消费进度存储文件备份。
    • 每次写入 consumerOffset.json,将原内容备份到 consumerOffset.json.bak。实现见:MixAll#string2File(...)

    BrokerController#initialize(...)

      1:this.scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
      2:    @Override
      3:    public void run() {
      4:        try {
      5:            BrokerController.this.consumerOffsetManager.persist();
      6:        } catch (Throwable e) {
      7:            log.error("schedule persist consumerOffset error.", e);
      8:        }
      9:    }
     10:}, 1000 * 10, this.brokerConfig.getFlushConsumerOffsetInterval(), TimeUnit.MILLISECONDS);
    
    • 说明 :每 5s 执行一次持久化逻辑。

    ConfigManager

      1: public abstract class ConfigManager {
      2: private static final Logger PLOG = LoggerFactory.getLogger(LoggerName.COMMON_LOGGER_NAME);
      3: 
      4: /**
      5:  * 编码内容
      6:  * @return 编码后的内容
      7:  */
      8: public abstract String encode();
      9: 
     10: /**
     11:  * 加载文件
     12:  *
     13:  * @return 加载是否成功
     14:  */
     15: public boolean load() {
     16:     String fileName = null;
     17:     try {
     18:         fileName = this.configFilePath();
     19:         String jsonString = MixAll.file2String(fileName);
     20:         // 如果内容不存在,则加载备份文件
     21:         if (null == jsonString || jsonString.length() == 0) {
     22:             return this.loadBak();
     23:         } else {
     24:             this.decode(jsonString);
     25:             PLOG.info("load {} OK", fileName);
     26:             return true;
     27:         }
     28:     } catch (Exception e) {
     29:         PLOG.error("load " + fileName + " Failed, and try to load backup file", e);
     30:         return this.loadBak();
     31:     }
     32: }
     33: 
     34: /**
     35:  * 配置文件地址
     36:  *
     37:  * @return 配置文件地址
     38:  */
     39: public abstract String configFilePath();
     40: 
     41: /**
     42:  * 加载备份文件
     43:  *
     44:  * @return 是否成功
     45:  */
     46: private boolean loadBak() {
     47:     String fileName = null;
     48:     try {
     49:         fileName = this.configFilePath();
     50:         String jsonString = MixAll.file2String(fileName + ".bak");
     51:         if (jsonString != null && jsonString.length() > 0) {
     52:             this.decode(jsonString);
     53:             PLOG.info("load " + fileName + " OK");
     54:             return true;
     55:         }
     56:     } catch (Exception e) {
     57:         PLOG.error("load " + fileName + " Failed", e);
     58:         return false;
     59:     }
     60: 
     61:     return true;
     62: }
     63: 
     64: /**
     65:  * 解码内容
     66:  *
     67:  * @param jsonString 内容
     68:  */
     69: public abstract void decode(final String jsonString);
     70: 
     71: /**
     72:  * 持久化
     73:  */
     74: public synchronized void persist() {
     75:     String jsonString = this.encode(true);
     76:     if (jsonString != null) {
     77:         String fileName = this.configFilePath();
     78:         try {
     79:             MixAll.string2File(jsonString, fileName);
     80:         } catch (IOException e) {
     81:             PLOG.error("persist file Exception, " + fileName, e);
     82:         }
     83:     }
     84: }
     85: 
     86: /**
     87:  * 编码存储内容
     88:  *
     89:  * @param prettyFormat 是否格式化
     90:  * @return 内容
     91:  */
     92: public abstract String encode(final boolean prettyFormat);
     93: }
    

    MixAll#string2File(...)

      1: /**
      2:  * 将内容写到文件
      3:  * 安全写
      4:  * 1. 写到.tmp文件
      5:  * 2. 备份准备写入文件到.bak文件
      6:  * 3. 删除原文件,将.tmp修改成文件
      7:  *
      8:  * @param str 内容
      9:  * @param fileName 文件名
     10:  * @throws IOException 当IO发生异常时
     11:  */
     12: public static void string2File(final String str, final String fileName) throws IOException {
     13:     // 写到 tmp文件
     14:     String tmpFile = fileName + ".tmp";
     15:     string2FileNotSafe(str, tmpFile);
     16:     //
     17:     String bakFile = fileName + ".bak";
     18:     String prevContent = file2String(fileName);
     19:     if (prevContent != null) {
     20:         string2FileNotSafe(prevContent, bakFile);
     21:     }
     22: 
     23:     File file = new File(fileName);
     24:     file.delete();
     25: 
     26:     file = new File(tmpFile);
     27:     file.renameTo(new File(fileName));
     28: }
     29: 
     30: /**
     31:  * 将内容写到文件
     32:  * 非安全写
     33:  *
     34:  * @param str 内容
     35:  * @param fileName 文件内容
     36:  * @throws IOException 当IO发生异常时
     37:  */
     38: public static void string2FileNotSafe(final String str, final String fileName) throws IOException {
     39:     File file = new File(fileName);
     40:     // 创建上级目录
     41:     File fileParent = file.getParentFile();
     42:     if (fileParent != null) {
     43:         fileParent.mkdirs();
     44:     }
     45:     // 写内容
     46:     FileWriter fileWriter = null;
     47:     try {
     48:         fileWriter = new FileWriter(file);
     49:         fileWriter.write(str);
     50:     } catch (IOException e) {
     51:         throw e;
     52:     } finally {
     53:         if (fileWriter != null) {
     54:             fileWriter.close();
     55:         }
     56:     }
     57: }
    

    ConsumerOffsetManager

      1: public class ConsumerOffsetManager extends ConfigManager {
      2:     private static final Logger log = LoggerFactory.getLogger(LoggerName.BROKER_LOGGER_NAME);
      3:     private static final String TOPIC_GROUP_SEPARATOR = "@";
      4: 
      5:     /**
      6:      * 消费进度集合
      7:      */
      8:     private ConcurrentHashMap<String/* topic@group */, ConcurrentHashMap<Integer, Long>> offsetTable = new ConcurrentHashMap<>(512);
      9: 
     10:     private transient BrokerController brokerController;
     11: 
     12:     public ConsumerOffsetManager() {
     13:     }
     14: 
     15:     public ConsumerOffsetManager(BrokerController brokerController) {
     16:         this.brokerController = brokerController;
     17:     }
     18: 
     19:     /**
     20:      * 提交消费进度
     21:      *
     22:      * @param clientHost 提交client地址
     23:      * @param group 消费分组
     24:      * @param topic 主题
     25:      * @param queueId 队列编号
     26:      * @param offset 进度(队列位置)
     27:      */
     28:     public void commitOffset(final String clientHost, final String group, final String topic, final int queueId, final long offset) {
     29:         // topic@group
     30:         String key = topic + TOPIC_GROUP_SEPARATOR + group;
     31:         this.commitOffset(clientHost, key, queueId, offset);
     32:     }
     33: 
     34:     /**
     35:      * 提交消费进度
     36:      *
     37:      * @param clientHost 提交client地址
     38:      * @param key 主题@消费分组
     39:      * @param queueId 队列编号
     40:      * @param offset 进度(队列位置)
     41:      */
     42:     private void commitOffset(final String clientHost, final String key, final int queueId, final long offset) {
     43:         ConcurrentHashMap<Integer, Long> map = this.offsetTable.get(key);
     44:         if (null == map) {
     45:             map = new ConcurrentHashMap<>(32);
     46:             map.put(queueId, offset);
     47:             this.offsetTable.put(key, map);
     48:         } else {
     49:             Long storeOffset = map.put(queueId, offset);
     50:             if (storeOffset != null && offset < storeOffset) {
     51:                 log.warn("[NOTIFYME]update consumer offset less than store. clientHost={}, key={}, queueId={}, requestOffset={}, storeOffset={}", clientHost, key, queueId, offset, storeOffset);
     52:             }
     53:         }
     54:     }
     55: 
     56:     public String encode() {
     57:         return this.encode(false);
     58:     }
     59: 
     60:     @Override
     61:     public String configFilePath() {
     62:         return BrokerPathConfigHelper.getConsumerOffsetPath(this.brokerController.getMessageStoreConfig().getStorePathRootDir());
     63:     }
     64: 
     65:     /**
     66:      * 解码内容
     67:      * 格式:JSON
     68:      *
     69:      * @param jsonString 内容
     70:      */
     71:     @Override
     72:     public void decode(String jsonString) {
     73:         if (jsonString != null) {
     74:             ConsumerOffsetManager obj = RemotingSerializable.fromJson(jsonString, ConsumerOffsetManager.class);
     75:             if (obj != null) {
     76:                 this.offsetTable = obj.offsetTable;
     77:             }
     78:         }
     79:     }
     80: 
     81:     /**
     82:      * 编码内容
     83:      * 格式为JSON
     84:      *
     85:      * @param prettyFormat 是否格式化
     86:      * @return 编码后的内容
     87:      */
     88:     public String encode(final boolean prettyFormat) {
     89:         return RemotingSerializable.toJson(this, prettyFormat);
     90:     }
     91: 
     92: }
    
    • 说明 :消费进度管理器。

    6、Broker 提供[发回消息]接口

    大部分逻辑和 Broker 提供[接收消息]接口 类似,可以先看下相关内容。

    SendMessageProcessor#consumerSendMsgBack(...)

      1: private RemotingCommand consumerSendMsgBack(final ChannelHandlerContext ctx, final RemotingCommand request)
      2:     throws RemotingCommandException {
      3: 
      4:     // 初始化响应
      5:     final RemotingCommand response = RemotingCommand.createResponseCommand(null);
      6:     final ConsumerSendMsgBackRequestHeader requestHeader =
      7:         (ConsumerSendMsgBackRequestHeader) request.decodeCommandCustomHeader(ConsumerSendMsgBackRequestHeader.class);
      8: 
      9:     // hook(独有)
     10:     if (this.hasConsumeMessageHook() && !UtilAll.isBlank(requestHeader.getOriginMsgId())) {
     11: 
     12:         ConsumeMessageContext context = new ConsumeMessageContext();
     13:         context.setConsumerGroup(requestHeader.getGroup());
     14:         context.setTopic(requestHeader.getOriginTopic());
     15:         context.setCommercialRcvStats(BrokerStatsManager.StatsType.SEND_BACK);
     16:         context.setCommercialRcvTimes(1);
     17:         context.setCommercialOwner(request.getExtFields().get(BrokerStatsManager.COMMERCIAL_OWNER));
     18: 
     19:         this.executeConsumeMessageHookAfter(context);
     20:     }
     21: 
     22:     // 判断消费分组是否存在(独有)
     23:     SubscriptionGroupConfig subscriptionGroupConfig =
     24:         this.brokerController.getSubscriptionGroupManager().findSubscriptionGroupConfig(requestHeader.getGroup());
     25:     if (null == subscriptionGroupConfig) {
     26:         response.setCode(ResponseCode.SUBSCRIPTION_GROUP_NOT_EXIST);
     27:         response.setRemark("subscription group not exist, " + requestHeader.getGroup() + " "
     28:             + FAQUrl.suggestTodo(FAQUrl.SUBSCRIPTION_GROUP_NOT_EXIST));
     29:         return response;
     30:     }
     31: 
     32:     // 检查 broker 是否有写入权限
     33:     if (!PermName.isWriteable(this.brokerController.getBrokerConfig().getBrokerPermission())) {
     34:         response.setCode(ResponseCode.NO_PERMISSION);
     35:         response.setRemark("the broker[" + this.brokerController.getBrokerConfig().getBrokerIP1() + "] sending message is forbidden");
     36:         return response;
     37:     }
     38: 
     39:     // 检查 重试队列数 是否大于0(独有)
     40:     if (subscriptionGroupConfig.getRetryQueueNums() <= 0) {
     41:         response.setCode(ResponseCode.SUCCESS);
     42:         response.setRemark(null);
     43:         return response;
     44:     }
     45: 
     46:     // 计算retry Topic
     47:     String newTopic = MixAll.getRetryTopic(requestHeader.getGroup());
     48: 
     49:     // 计算队列编号(独有)
     50:     int queueIdInt = Math.abs(this.random.nextInt() % 99999999) % subscriptionGroupConfig.getRetryQueueNums();
     51: 
     52:     // 计算sysFlag(独有)
     53:     int topicSysFlag = 0;
     54:     if (requestHeader.isUnitMode()) {
     55:         topicSysFlag = TopicSysFlag.buildSysFlag(false, true);
     56:     }
     57: 
     58:     // 获取topicConfig。如果获取不到,则进行创建
     59:     TopicConfig topicConfig = this.brokerController.getTopicConfigManager().createTopicInSendMessageBackMethod(//
     60:         newTopic, //
     61:         subscriptionGroupConfig.getRetryQueueNums(), //
     62:         PermName.PERM_WRITE | PermName.PERM_READ, topicSysFlag);
     63:     if (null == topicConfig) { // 没有配置
     64:         response.setCode(ResponseCode.SYSTEM_ERROR);
     65:         response.setRemark("topic[" + newTopic + "] not exist");
     66:         return response;
     67:     }
     68:     if (!PermName.isWriteable(topicConfig.getPerm())) { // 不允许写入
     69:         response.setCode(ResponseCode.NO_PERMISSION);
     70:         response.setRemark(String.format("the topic[%s] sending message is forbidden", newTopic));
     71:         return response;
     72:     }
     73: 
     74:     // 查询消息。若不存在,返回异常错误。(独有)
     75:     MessageExt msgExt = this.brokerController.getMessageStore().lookMessageByOffset(requestHeader.getOffset());
     76:     if (null == msgExt) {
     77:         response.setCode(ResponseCode.SYSTEM_ERROR);
     78:         response.setRemark("look message by offset failed, " + requestHeader.getOffset());
     79:         return response;
     80:     }
     81: 
     82:     // 设置retryTopic到拓展属性(独有)
     83:     final String retryTopic = msgExt.getProperty(MessageConst.PROPERTY_RETRY_TOPIC);
     84:     if (null == retryTopic) {
     85:         MessageAccessor.putProperty(msgExt, MessageConst.PROPERTY_RETRY_TOPIC, msgExt.getTopic());
     86:     }
     87: 
     88:     // 设置消息不等待存储完成(独有) TODO 疑问:如果设置成不等待存储,broker设置成同步落盘,岂不是不能批量提交了?
     89:     msgExt.setWaitStoreMsgOK(false);
     90: 
     91:     // 处理 delayLevel(独有)。
     92:     int delayLevel = requestHeader.getDelayLevel();
     93:     int maxReconsumeTimes = subscriptionGroupConfig.getRetryMaxTimes();
     94:     if (request.getVersion() >= MQVersion.Version.V3_4_9.ordinal()) {
     95:         maxReconsumeTimes = requestHeader.getMaxReconsumeTimes();
     96:     }
     97:     if (msgExt.getReconsumeTimes() >= maxReconsumeTimes//
     98:         || delayLevel < 0) { // 如果超过最大消费次数,则topic修改成"%DLQ%" + 分组名,即加入 死信队列(Dead Letter Queue)
     99:         newTopic = MixAll.getDLQTopic(requestHeader.getGroup());
    100:         queueIdInt = Math.abs(this.random.nextInt() % 99999999) % DLQ_NUMS_PER_GROUP;
    101: 
    102:         topicConfig = this.brokerController.getTopicConfigManager().createTopicInSendMessageBackMethod(newTopic, //
    103:             DLQ_NUMS_PER_GROUP, //
    104:             PermName.PERM_WRITE, 0
    105:         );
    106:         if (null == topicConfig) {
    107:             response.setCode(ResponseCode.SYSTEM_ERROR);
    108:             response.setRemark("topic[" + newTopic + "] not exist");
    109:             return response;
    110:         }
    111:     } else {
    112:         if (0 == delayLevel) {
    113:             delayLevel = 3 + msgExt.getReconsumeTimes();
    114:         }
    115:         msgExt.setDelayTimeLevel(delayLevel);
    116:     }
    117: 
    118:     // 创建MessageExtBrokerInner
    119:     MessageExtBrokerInner msgInner = new MessageExtBrokerInner();
    120:     msgInner.setTopic(newTopic);
    121:     msgInner.setBody(msgExt.getBody());
    122:     msgInner.setFlag(msgExt.getFlag());
    123:     MessageAccessor.setProperties(msgInner, msgExt.getProperties());
    124:     msgInner.setPropertiesString(MessageDecoder.messageProperties2String(msgExt.getProperties()));
    125:     msgInner.setTagsCode(MessageExtBrokerInner.tagsString2tagsCode(null, msgExt.getTags()));
    126:     msgInner.setQueueId(queueIdInt);
    127:     msgInner.setSysFlag(msgExt.getSysFlag());
    128:     msgInner.setBornTimestamp(msgExt.getBornTimestamp());
    129:     msgInner.setBornHost(msgExt.getBornHost());
    130:     msgInner.setStoreHost(this.getStoreHost());
    131:     msgInner.setReconsumeTimes(msgExt.getReconsumeTimes() + 1);
    132: 
    133:     // 设置原始消息编号到拓展字段(独有)
    134:     String originMsgId = MessageAccessor.getOriginMessageId(msgExt);
    135:     MessageAccessor.setOriginMessageId(msgInner, UtilAll.isBlank(originMsgId) ? msgExt.getMsgId() : originMsgId);
    136: 
    137:     // 添加消息
    138:     PutMessageResult putMessageResult = this.brokerController.getMessageStore().putMessage(msgInner);
    139:     if (putMessageResult != null) {
    140:         switch (putMessageResult.getPutMessageStatus()) {
    141:             case PUT_OK:
    142:                 String backTopic = msgExt.getTopic();
    143:                 String correctTopic = msgExt.getProperty(MessageConst.PROPERTY_RETRY_TOPIC);
    144:                 if (correctTopic != null) {
    145:                     backTopic = correctTopic;
    146:                 }
    147: 
    148:                 this.brokerController.getBrokerStatsManager().incSendBackNums(requestHeader.getGroup(), backTopic);
    149: 
    150:                 response.setCode(ResponseCode.SUCCESS);
    151:                 response.setRemark(null);
    152: 
    153:                 return response;
    154:             default:
    155:                 break;
    156:         }
    157: 
    158:         response.setCode(ResponseCode.SYSTEM_ERROR);
    159:         response.setRemark(putMessageResult.getPutMessageStatus().name());
    160:         return response;
    161:     }
    162: 
    163:     response.setCode(ResponseCode.SYSTEM_ERROR);
    164:     response.setRemark("putMessageResult is null");
    165:     return response;
    166: }
    
    • 说明 :当 Consumer 消费某条消息失败时,会调用该接口发回消息。Broker 会存储发回的消息。这样,下次 Consumer 拉取该消息,能够从 CommitLogConsumeQueue 顺序读取。
    • 因为大多数逻辑和 Broker 接收普通消息 很相似,时候 TODO
    • 第 4 至 7 行 :初始化响应。
    • 第 32 至 37 行 :检查 Broker 是否有写入权限。
    • 第 47 行 :计算 retry topic。
    • 第 50 行 :随机分配队列编号,依赖 retryQueueNums
    • 第 52 至 56 行 :计算 sysFlag
    • 第 58 至 72 行 :获取 TopicConfig。如果不存在,则创建。
    • 第 82 至 86 行 :设置 retryTopic
      • Broker 刷盘方式为同步,会导致同步落盘不能批量提交,这样会不会存在问题?有知道的同学麻烦告知下。。
    • 第 91 至 116 行 :处理 delayLevel
    • 第 118 至 131 行 :创建 MessageExtBrokerInner
    • 第 137 至 161 行 :添加消息。

    7、结尾

    感谢同学们对本文的阅读、收藏、点赞。

    如果解析存在问题或者表达误解的,表示抱歉。如果方便的话,可以加下 QQ:7685413。让我们来一场 1 :1 交流(搞基)。

    再次表示十分感谢。

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  • 原文地址:https://www.cnblogs.com/yunai/p/7336943.html
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