聊一下 RocketMQ 的消息存储二

CommitLog 结构

CommitLog 是 rocketmq 的服务端,也就是 broker 存储消息的的文件,跟 kafka 一样,也是顺序写入,当然消息是变长的,生成的规则是每个文件的默认1G =1024 * 1024 * 1024,commitlog的文件名fileName,名字长度为20位,左边补零,剩余为起始偏移量;比如00000000000000000000代表了第一个文件,起始偏移量为0,文件大小为1G=1 073 741 824Byte;当这个文件满了,第二个文件名字为00000000001073741824,起始偏移量为1073741824, 消息存储的时候会顺序写入文件,当文件满了则写入下一个文件,代码中的定义

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// CommitLog file size,default is 1G
private int mapedFileSizeCommitLog = 1024 * 1024 * 1024;

kLahwW

本地跑个 demo 验证下,也是这样,这里奇妙有几个比较巧妙的点(个人观点),首先文件就刚好是 1G,并且按照大小偏移量去生成下一个文件,这样获取消息的时候按大小算一下就知道在哪个文件里了,

代码中写入 CommitLog 的逻辑可以从这开始看

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public PutMessageResult putMessage(final MessageExtBrokerInner msg) {
// Set the storage time
msg.setStoreTimestamp(System.currentTimeMillis());
// Set the message body BODY CRC (consider the most appropriate setting
// on the client)
msg.setBodyCRC(UtilAll.crc32(msg.getBody()));
// Back to Results
AppendMessageResult result = null;

StoreStatsService storeStatsService = this.defaultMessageStore.getStoreStatsService();

String topic = msg.getTopic();
int queueId = msg.getQueueId();

final int tranType = MessageSysFlag.getTransactionValue(msg.getSysFlag());
if (tranType == MessageSysFlag.TRANSACTION_NOT_TYPE
|| tranType == MessageSysFlag.TRANSACTION_COMMIT_TYPE) {
// Delay Delivery
if (msg.getDelayTimeLevel() > 0) {
if (msg.getDelayTimeLevel() > this.defaultMessageStore.getScheduleMessageService().getMaxDelayLevel()) {
msg.setDelayTimeLevel(this.defaultMessageStore.getScheduleMessageService().getMaxDelayLevel());
}

topic = ScheduleMessageService.SCHEDULE_TOPIC;
queueId = ScheduleMessageService.delayLevel2QueueId(msg.getDelayTimeLevel());

// Backup real topic, queueId
MessageAccessor.putProperty(msg, MessageConst.PROPERTY_REAL_TOPIC, msg.getTopic());
MessageAccessor.putProperty(msg, MessageConst.PROPERTY_REAL_QUEUE_ID, String.valueOf(msg.getQueueId()));
msg.setPropertiesString(MessageDecoder.messageProperties2String(msg.getProperties()));

msg.setTopic(topic);
msg.setQueueId(queueId);
}
}

long eclipseTimeInLock = 0;
MappedFile unlockMappedFile = null;
MappedFile mappedFile = this.mappedFileQueue.getLastMappedFile();

putMessageLock.lock(); //spin or ReentrantLock ,depending on store config
try {
long beginLockTimestamp = this.defaultMessageStore.getSystemClock().now();
this.beginTimeInLock = beginLockTimestamp;

// Here settings are stored timestamp, in order to ensure an orderly
// global
msg.setStoreTimestamp(beginLockTimestamp);

if (null == mappedFile || mappedFile.isFull()) {
mappedFile = this.mappedFileQueue.getLastMappedFile(0); // Mark: NewFile may be cause noise
}
if (null == mappedFile) {
log.error("create mapped file1 error, topic: " + msg.getTopic() + " clientAddr: " + msg.getBornHostString());
beginTimeInLock = 0;
return new PutMessageResult(PutMessageStatus.CREATE_MAPEDFILE_FAILED, null);
}

result = mappedFile.appendMessage(msg, this.appendMessageCallback);
switch (result.getStatus()) {
case PUT_OK:
break;
case END_OF_FILE:
unlockMappedFile = mappedFile;
// Create a new file, re-write the message
mappedFile = this.mappedFileQueue.getLastMappedFile(0);
if (null == mappedFile) {
// XXX: warn and notify me
log.error("create mapped file2 error, topic: " + msg.getTopic() + " clientAddr: " + msg.getBornHostString());
beginTimeInLock = 0;
return new PutMessageResult(PutMessageStatus.CREATE_MAPEDFILE_FAILED, result);
}
result = mappedFile.appendMessage(msg, this.appendMessageCallback);
break;
case MESSAGE_SIZE_EXCEEDED:
case PROPERTIES_SIZE_EXCEEDED:
beginTimeInLock = 0;
return new PutMessageResult(PutMessageStatus.MESSAGE_ILLEGAL, result);
case UNKNOWN_ERROR:
beginTimeInLock = 0;
return new PutMessageResult(PutMessageStatus.UNKNOWN_ERROR, result);
default:
beginTimeInLock = 0;
return new PutMessageResult(PutMessageStatus.UNKNOWN_ERROR, result);
}

eclipseTimeInLock = this.defaultMessageStore.getSystemClock().now() - beginLockTimestamp;
beginTimeInLock = 0;
} finally {
putMessageLock.unlock();
}

if (eclipseTimeInLock > 500) {
log.warn("[NOTIFYME]putMessage in lock cost time(ms)={}, bodyLength={} AppendMessageResult={}", eclipseTimeInLock, msg.getBody().length, result);
}

if (null != unlockMappedFile && this.defaultMessageStore.getMessageStoreConfig().isWarmMapedFileEnable()) {
this.defaultMessageStore.unlockMappedFile(unlockMappedFile);
}

PutMessageResult putMessageResult = new PutMessageResult(PutMessageStatus.PUT_OK, result);

// Statistics
storeStatsService.getSinglePutMessageTopicTimesTotal(msg.getTopic()).incrementAndGet();
storeStatsService.getSinglePutMessageTopicSizeTotal(topic).addAndGet(result.getWroteBytes());

handleDiskFlush(result, putMessageResult, msg);
handleHA(result, putMessageResult, msg);

return putMessageResult;
}

前面也看到在CommitLog 目录下是有大小为 1G 的文件组成,在实现逻辑中,其实是通过 org.apache.rocketmq.store.MappedFileQueue ,内部是存的一个MappedFile的队列,对于写入的场景每次都是通过org.apache.rocketmq.store.MappedFileQueue#getLastMappedFile() 获取最后一个文件,如果还没有创建,或者最后这个文件已经满了,那就调用 org.apache.rocketmq.store.MappedFileQueue#getLastMappedFile(long)

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public MappedFile getLastMappedFile(final long startOffset, boolean needCreate) {
long createOffset = -1;
// 调用前面的方法,只是从 mappedFileQueue 获取最后一个
MappedFile mappedFileLast = getLastMappedFile();

// 如果为空,计算下创建的偏移量
if (mappedFileLast == null) {
createOffset = startOffset - (startOffset % this.mappedFileSize);
}

// 如果不为空,但是当前的文件写满了
if (mappedFileLast != null && mappedFileLast.isFull()) {
// 前一个的偏移量加上单个文件的偏移量,也就是 1G
createOffset = mappedFileLast.getFileFromOffset() + this.mappedFileSize;
}

if (createOffset != -1 && needCreate) {
// 根据 createOffset 转换成文件名进行创建
String nextFilePath = this.storePath + File.separator + UtilAll.offset2FileName(createOffset);
String nextNextFilePath = this.storePath + File.separator
+ UtilAll.offset2FileName(createOffset + this.mappedFileSize);
MappedFile mappedFile = null;

// 这里如果allocateMappedFileService 存在,就提交请求
if (this.allocateMappedFileService != null) {
mappedFile = this.allocateMappedFileService.putRequestAndReturnMappedFile(nextFilePath,
nextNextFilePath, this.mappedFileSize);
} else {
try {
// 否则就直接创建
mappedFile = new MappedFile(nextFilePath, this.mappedFileSize);
} catch (IOException e) {
log.error("create mappedFile exception", e);
}
}

if (mappedFile != null) {
if (this.mappedFiles.isEmpty()) {
mappedFile.setFirstCreateInQueue(true);
}
this.mappedFiles.add(mappedFile);
}

return mappedFile;
}

return mappedFileLast;
}

首先看下直接创建的,

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public MappedFile(final String fileName, final int fileSize) throws IOException {
init(fileName, fileSize);
}
private void init(final String fileName, final int fileSize) throws IOException {
this.fileName = fileName;
this.fileSize = fileSize;
this.file = new File(fileName);
this.fileFromOffset = Long.parseLong(this.file.getName());
boolean ok = false;

ensureDirOK(this.file.getParent());

try {
// 通过 RandomAccessFile 创建 fileChannel
this.fileChannel = new RandomAccessFile(this.file, "rw").getChannel();
// 做 mmap 映射
this.mappedByteBuffer = this.fileChannel.map(MapMode.READ_WRITE, 0, fileSize);
TOTAL_MAPPED_VIRTUAL_MEMORY.addAndGet(fileSize);
TOTAL_MAPPED_FILES.incrementAndGet();
ok = true;
} catch (FileNotFoundException e) {
log.error("create file channel " + this.fileName + " Failed. ", e);
throw e;
} catch (IOException e) {
log.error("map file " + this.fileName + " Failed. ", e);
throw e;
} finally {
if (!ok && this.fileChannel != null) {
this.fileChannel.close();
}
}
}

如果是提交给AllocateMappedFileService的话就用到了一些异步操作

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public MappedFile putRequestAndReturnMappedFile(String nextFilePath, String nextNextFilePath, int fileSize) {
int canSubmitRequests = 2;
if (this.messageStore.getMessageStoreConfig().isTransientStorePoolEnable()) {
if (this.messageStore.getMessageStoreConfig().isFastFailIfNoBufferInStorePool()
&& BrokerRole.SLAVE != this.messageStore.getMessageStoreConfig().getBrokerRole()) { //if broker is slave, don't fast fail even no buffer in pool
canSubmitRequests = this.messageStore.getTransientStorePool().remainBufferNumbs() - this.requestQueue.size();
}
}
// 将请求放在 requestTable 中
AllocateRequest nextReq = new AllocateRequest(nextFilePath, fileSize);
boolean nextPutOK = this.requestTable.putIfAbsent(nextFilePath, nextReq) == null;
// requestTable 使用了 concurrentHashMap,用文件名作为 key,防止并发
if (nextPutOK) {
// 这里判断了是否可以提交到 TransientStorePool,涉及读写分离,后面再细聊
if (canSubmitRequests <= 0) {
log.warn("[NOTIFYME]TransientStorePool is not enough, so create mapped file error, " +
"RequestQueueSize : {}, StorePoolSize: {}", this.requestQueue.size(), this.messageStore.getTransientStorePool().remainBufferNumbs());
this.requestTable.remove(nextFilePath);
return null;
}
// 塞到阻塞队列中
boolean offerOK = this.requestQueue.offer(nextReq);
if (!offerOK) {
log.warn("never expected here, add a request to preallocate queue failed");
}
canSubmitRequests--;
}

// 这里的两个提交我猜测是为了多生成一个 CommitLog,
AllocateRequest nextNextReq = new AllocateRequest(nextNextFilePath, fileSize);
boolean nextNextPutOK = this.requestTable.putIfAbsent(nextNextFilePath, nextNextReq) == null;
if (nextNextPutOK) {
if (canSubmitRequests <= 0) {
log.warn("[NOTIFYME]TransientStorePool is not enough, so skip preallocate mapped file, " +
"RequestQueueSize : {}, StorePoolSize: {}", this.requestQueue.size(), this.messageStore.getTransientStorePool().remainBufferNumbs());
this.requestTable.remove(nextNextFilePath);
} else {
boolean offerOK = this.requestQueue.offer(nextNextReq);
if (!offerOK) {
log.warn("never expected here, add a request to preallocate queue failed");
}
}
}

if (hasException) {
log.warn(this.getServiceName() + " service has exception. so return null");
return null;
}

AllocateRequest result = this.requestTable.get(nextFilePath);
try {
// 这里就异步等着
if (result != null) {
boolean waitOK = result.getCountDownLatch().await(waitTimeOut, TimeUnit.MILLISECONDS);
if (!waitOK) {
log.warn("create mmap timeout " + result.getFilePath() + " " + result.getFileSize());
return null;
} else {
this.requestTable.remove(nextFilePath);
return result.getMappedFile();
}
} else {
log.error("find preallocate mmap failed, this never happen");
}
} catch (InterruptedException e) {
log.warn(this.getServiceName() + " service has exception. ", e);
}

return null;
}

而真正去执行文件操作的就是 AllocateMappedFileService的 run 方法

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public void run() {
log.info(this.getServiceName() + " service started");

while (!this.isStopped() && this.mmapOperation()) {

}
log.info(this.getServiceName() + " service end");
}
private boolean mmapOperation() {
boolean isSuccess = false;
AllocateRequest req = null;
try {
// 从阻塞队列里获取请求
req = this.requestQueue.take();
AllocateRequest expectedRequest = this.requestTable.get(req.getFilePath());
if (null == expectedRequest) {
log.warn("this mmap request expired, maybe cause timeout " + req.getFilePath() + " "
+ req.getFileSize());
return true;
}
if (expectedRequest != req) {
log.warn("never expected here, maybe cause timeout " + req.getFilePath() + " "
+ req.getFileSize() + ", req:" + req + ", expectedRequest:" + expectedRequest);
return true;
}

if (req.getMappedFile() == null) {
long beginTime = System.currentTimeMillis();

MappedFile mappedFile;
if (messageStore.getMessageStoreConfig().isTransientStorePoolEnable()) {
try {
// 通过 transientStorePool 创建
mappedFile = ServiceLoader.load(MappedFile.class).iterator().next();
mappedFile.init(req.getFilePath(), req.getFileSize(), messageStore.getTransientStorePool());
} catch (RuntimeException e) {
log.warn("Use default implementation.");
// 默认创建
mappedFile = new MappedFile(req.getFilePath(), req.getFileSize(), messageStore.getTransientStorePool());
}
} else {
// 默认创建
mappedFile = new MappedFile(req.getFilePath(), req.getFileSize());
}

long eclipseTime = UtilAll.computeEclipseTimeMilliseconds(beginTime);
if (eclipseTime > 10) {
int queueSize = this.requestQueue.size();
log.warn("create mappedFile spent time(ms) " + eclipseTime + " queue size " + queueSize
+ " " + req.getFilePath() + " " + req.getFileSize());
}

// pre write mappedFile
if (mappedFile.getFileSize() >= this.messageStore.getMessageStoreConfig()
.getMapedFileSizeCommitLog()
&&
this.messageStore.getMessageStoreConfig().isWarmMapedFileEnable()) {
mappedFile.warmMappedFile(this.messageStore.getMessageStoreConfig().getFlushDiskType(),
this.messageStore.getMessageStoreConfig().getFlushLeastPagesWhenWarmMapedFile());
}

req.setMappedFile(mappedFile);
this.hasException = false;
isSuccess = true;
}
} catch (InterruptedException e) {
log.warn(this.getServiceName() + " interrupted, possibly by shutdown.");
this.hasException = true;
return false;
} catch (IOException e) {
log.warn(this.getServiceName() + " service has exception. ", e);
this.hasException = true;
if (null != req) {
requestQueue.offer(req);
try {
Thread.sleep(1);
} catch (InterruptedException ignored) {
}
}
} finally {
if (req != null && isSuccess)
// 通知前面等待的
req.getCountDownLatch().countDown();
}
return true;
}