一、原理及核心概念浅述
1.1 核心架构
1.2 核心概念
1. controller：负责管理broker间的主备关系，可以挂在namesrv中，不影响namesrv能力，支持独立部署。
2. master/slave：主备身份。
3. syncStateSet：字面意思为“同步状态集合”。当备节点能够及时跟上主节点，则会纳入syncStateSet。
4. epoch：用于记录每一次主备切换时的状态，避免切换后产生数据丢失或者不一致的情况。
为方便理解，在某些过程中可以把controller当作班主任，master作为小组长，slave作为小组成员。同步过程是各位同学向小组长抄作业的过程，位于syncStateSet中的是优秀作业。
二、相关代码文件及说明
核心是“controller+broker+复制过程”，因此分三块进行叙述。
2.1 Controller
该部分代码主要集中在rocketmqcontroller模块下，主要有如下代码文件：
+ ControllerManager: 负责管理controller，其中存储了许多controller相关配置，并负责了心跳管理等核心功能。(班主任管理条例)
+ DLederController: Controller的DLedger实现。包含了controller的基本功能。在其中实现了副本信息管理、broker存活情况探测、选举Master等核心功能。（某种班主任）
+ DefaultBrokerHeartbeatManager: 负责管理broker心跳，其中包含了broker存活情况表，以及在broker下线时的listeners，当副本掉线时，触发重新选举。（点名册）
+ ReplicasInfoManager: 负责controller中事件的处理。即各种选举事件、更换SyncStateSet事件等等。（小组登记册）
+ ControllerRequestProcessor: 处理向controller发送的requests，例如让controller选举、向controller注册broker、心跳、更换SyncStateSet等等。（班主任信箱）
+ DefaultElectPolicy: 选举Master的策略。可以选择从sync状态的副本中选，也可以支持从所有副本中（无论是否同步）的unclean选举。（班规）
+ ......
2.2 Broker
该部分代码主要集中在rocketmqbroker模块中，可进入org/apache/rocketmq/broker/controller进行查看：
+ ReplicasManager: 完成自己作为一个replica的使命——找controller，角色管理，Master更新(Expand/Shrink)SyncStateSet等等。
2.3 复制模块
该部分代码主要集中在rocketmqstore模块中的ha文件夹下：
+ HAService: 每个Replica必备的的service，负责管理作为主、备的同步任务。
+ HAClient: 每个Slave 的HAService中必备的client，负责管理同步任务中的读、写操作。
+ HAConnection: 代表在Master中的HA连接，每个connection理论上对应一个slave。在该connection类中存储了传输过程中的诸多内容，包括channel、传输状态、当前传输位点等等信息。
三、核心流程
3.1 心跳
核心CODE：BROKER_HEARTBEAT
Broker端：
该部分较简单，带上code向controller发request，不再赘述：
BrokerController.sendHeartbeat() brokerOuterAPI.sendHeartbeat()
Controller端：
1. 首先由ControllerRequestProcessor接收到code，进入处理逻辑：
```java
private RemotingCommand handleBrokerHeartbeat(ChannelHandlerContext ctx, RemotingCommand request) throws Exception {
final BrokerHeartbeatRequestHeader requestHeader = (BrokerHeartbeatRequestHeader) request.decodeCommandCustomHeader(BrokerHeartbeatRequestHeader.class);
if (requestHeader.getBrokerId() == null) {
return RemotingCommand.createResponseCommand(ResponseCode.CONTROLLER_INVALID_REQUEST, "Heart beat with empty brokerId");
}
this.heartbeatManager.onBrokerHeartbeat(requestHeader.getClusterName(), requestHeader.getBrokerName(), requestHeader.getBrokerAddr(), requestHeader.getBrokerId(),
requestHeader.getHeartbeatTimeoutMills(), ctx.channel(), requestHeader.getEpoch(), requestHeader.getMaxOffset(), requestHeader.getConfirmOffset(), requestHeader.getElectionPriority());
return RemotingCommand.createResponseCommand(ResponseCode.SUCCESS, "Heart beat success");
}
```
2. 之后在onBrokerHeartbeat()中，主要更新controller brokerHeartbeatManager中的brokerLiveTable：
```java
public void onBrokerHeartbeat(String clusterName, String brokerName, String brokerAddr, Long brokerId,
Long timeoutMillis, Channel channel, Integer epoch, Long maxOffset, Long confirmOffset, Integer electionPriority) {
BrokerIdentityInfo brokerIdentityInfo = new BrokerIdentityInfo(clusterName, brokerName, brokerId);
BrokerLiveInfo prev = this.brokerLiveTable.get(brokerIdentityInfo);
......
if (null == prev) {
this.brokerLiveTable.put(...);
log.info("new broker registered, {}, brokerId:{}", brokerIdentityInfo, realBrokerId);
} else {
prev.setXXX(......)
}
}
```
3.2 选举
相关CODE: CONTROLLER_ELECT_MASTER
有如下几种情形可能触发选举：
1. controller主动发起，通过triggerElectMaster()：
1. HeartbeatManager监听到有broker心跳失效。 (班主任发现有小组同学退学了)
2. Controller检测到有一组Replica Set不存在master。（班主任发现有组长虽然在名册里，但是挂了）
2. broker发起将自己选为master，通过ReplicaManager.brokerElect()：
1. Broker向controller查metadata时，没找到master信息。（同学定期检查小组情况，问班主任为啥没小组长）
2. Broker向controller注册完后，仍未从controller获取到master信息。（同学报道后发现没小组长，汇报）
3. 通过tools发起:
1. 通过选举命令ReElectMasterSubCommand发起。（校长直接任命）
上述所有过程，最终均触发:
controller.electMaster() replicasInfoManager.electMaster()
// 即，所有小组长必须通过班主任任命
```java
public ControllerResult electMaster(final ElectMasterRequestHeader request,
final ElectPolicy electPolicy) {
...
// 从request中取信息
...
if (syncStateInfo.isFirstTimeForElect()) {
// 从未注册，直接任命
newMaster = brokerId;
}
// 按选举政策选主
if (newMaster == null) {
// we should assign this assignedBrokerId when the brokerAddress need to be elected by force
Long assignedBrokerId = request.getDesignateElect() ? brokerId : null;
newMaster = electPolicy.elect(brokerReplicaInfo.getClusterName(), brokerReplicaInfo.getBrokerName(), syncStateSet, allReplicaBrokers, oldMaster, assignedBrokerId);
}
if (newMaster != null && newMaster.equals(oldMaster)) {
// 老主 == 新主
// old master still valid, change nothing
String err = String.format("The old master %s is still alive, not need to elect new master for broker %s", oldMaster, brokerReplicaInfo.getBrokerName());
LOGGER.warn("{}", err);
// the master still exist
response.setXXX()
result.setBody(new ElectMasterResponseBody(syncStateSet).encode());
result.setCodeAndRemark(ResponseCode.CONTROLLER_MASTER_STILL_EXIST, err);
return result;
}
// a new master is elected
if (newMaster != null) {
// 出现不一样的新主
final int masterEpoch = syncStateInfo.getMasterEpoch();
final int syncStateSetEpoch = syncStateInfo.getSyncStateSetEpoch();
final HashSet newSyncStateSet = new HashSet<();
//设置新的syncStateSet
newSyncStateSet.add(newMaster);
response.setXXX()...
ElectMasterResponseBody responseBody =
new ElectMasterResponseBody(newSyncStateSet);
}
result.setBody(responseBody.encode());
final ElectMasterEvent event = new ElectMasterEvent(brokerName, newMaster);
result.addEvent(event);
return result;
}
// 走到这里，说明没有主，选举失败
// If elect failed and the electMaster is triggered by controller (we can figure it out by brokerAddress),
// we still need to apply an ElectMasterEvent to tell the statemachine
// that the master was shutdown and no new master was elected.
if (request.getBrokerId() == null) {
final ElectMasterEvent event = new ElectMasterEvent(false, brokerName);
result.addEvent(event);
result.setCodeAndRemark(ResponseCode.CONTROLLER_MASTER_NOT_AVAILABLE, "Old master has down and failed to elect a new broker master");
} else {
result.setCodeAndRemark(ResponseCode.CONTROLLER_ELECT_MASTER_FAILED, "Failed to elect a new master");
}
return result;
}
```
3.3 更新SyncStateSet
核心CODE： CONTROLLER_ALTER_SYNC_STATE_SET
1. 由master发起，主动向controller更换syncStateSet（等价于小组长汇报优秀作业）
2. controllerRequestProcessor接收更换syncStateSet的请求，进入handleAlterSyncStateSet()方法：
```java
private RemotingCommand handleAlterSyncStateSet(ChannelHandlerContext ctx,
RemotingCommand request) throws Exception {
final AlterSyncStateSetRequestHeader controllerRequest = (AlterSyncStateSetRequestHeader) request.decodeCommandCustomHeader(AlterSyncStateSetRequestHeader.class);
final SyncStateSet syncStateSet = RemotingSerializable.decode(request.getBody(), SyncStateSet.class);
final CompletableFuture future = this.controllerManager.getController().alterSyncStateSet(controllerRequest, syncStateSet);
if (future != null) {
return future.get(WAIT_TIMEOUT_OUT, TimeUnit.SECONDS);
}
return RemotingCommand.createResponseCommand(null);
}
```
3. 之后进入Controller.alterSyncStateSet() replicasInfoManager.alterSyncStateSet()方法：
```java
public ControllerResult alterSyncStateSet(
final AlterSyncStateSetRequestHeader request, final SyncStateSet syncStateSet,
final BrokerValidPredicate brokerAlivePredicate) {
final String brokerName = request.getBrokerName();
...
final Set newSyncStateSet = syncStateSet.getSyncStateSet();
final SyncStateInfo syncStateInfo = this.syncStateSetInfoTable.get(brokerName);
final BrokerReplicaInfo brokerReplicaInfo = this.replicaInfoTable.get(brokerName);
// 检查syncStateSet是否有变化
final Set oldSyncStateSet = syncStateInfo.getSyncStateSet();
if (oldSyncStateSet.size() == newSyncStateSet.size() && oldSyncStateSet.containsAll(newSyncStateSet)) {
String err = "The newSyncStateSet is equal with oldSyncStateSet, no needed to update syncStateSet";
...
}
// 检查是否是master发起的
if (!syncStateInfo.getMasterBrokerId().equals(request.getMasterBrokerId())) {
String err = String.format("Rejecting alter syncStateSet request because the current leader is:{%s}, not {%s}",
syncStateInfo.getMasterBrokerId(), request.getMasterBrokerId());
...
}
// 检查master的任期epoch是否一致
if (request.getMasterEpoch() != syncStateInfo.getMasterEpoch()) {
String err = String.format("Rejecting alter syncStateSet request because the current master epoch is:{%d}, not {%d}",
syncStateInfo.getMasterEpoch(), request.getMasterEpoch());
...
}
// 检查syncStateSet的epoch
if (syncStateSet.getSyncStateSetEpoch() != syncStateInfo.getSyncStateSetEpoch()) {
String err = String.format("Rejecting alter syncStateSet request because the current syncStateSet epoch is:{%d}, not {%d}",
syncStateInfo.getSyncStateSetEpoch(), syncStateSet.getSyncStateSetEpoch());
...
}
// 检查新的syncStateSet的合理性
for (Long replica : newSyncStateSet) {
// 检查replica是否存在
if (!brokerReplicaInfo.isBrokerExist(replica)) {
String err = String.format("Rejecting alter syncStateSet request because the replicas {%s} don't exist", replica);
...
}
// 检查broker是否存活
if (!brokerAlivePredicate.check(brokerReplicaInfo.getClusterName(), brokerReplicaInfo.getBrokerName(), replica)) {
String err = String.format("Rejecting alter syncStateSet request because the replicas {%s} don't alive", replica);
...
}
}
// 检查是否包含master
if (!newSyncStateSet.contains(syncStateInfo.getMasterBrokerId())) {
String err = String.format("Rejecting alter syncStateSet request because the newSyncStateSet don't contains origin leader {%s}", syncStateInfo.getMasterBrokerId());
...
}
// 更新epoch
int epoch = syncStateInfo.getSyncStateSetEpoch() + 1;
...
// 生成事件，替换syncStateSet
final AlterSyncStateSetEvent event = new AlterSyncStateSetEvent(brokerName, newSyncStateSet);
...
}
```
4. 最后通过syncStateInfo.updateSyncStateSetInfo()，更新syncStateSetInfoTable.get(brokerName)得到的syncStateInfo信息（该过程可以理解为班主任在班级分组册上找到了组长的名字，拿出组员名单，更新）。
3.4 复制
该部分较复杂，其中HAService/HAClient/HAConnection以及其中的各种Service/Reader/Writer容易产生混淆，对阅读造成阻碍。因此绘制本图帮助理解（可在粗读源码后回头理解）：
下面对HA复制过程作拆解，分别讲解：
1. 在各个replica的DefaultMessageStore中均注册了HAService，负责管理HA的复制。
2. 在Master的 HAService中有一个AcceptSocketService, 负责自动接收各个slave的连接：
```java
protected abstract class AcceptSocketService extends ServiceThread {
...
/
Starts listening to slave connections.
@throws Exception If fails.
/
public void beginAccept() throws Exception {
...
}
@Override
public void shutdown(final boolean interrupt) {
...
}
@Override
public void run() {
log.info(this.getServiceName() + " service started");
while (!this.isStopped()) {
try {
this.selector.select(1000);
Set selected = this.selector.selectedKeys();
if (selected != null) {
for (SelectionKey k : selected) {
if (k.isAcceptable()) {
SocketChannel sc = ((ServerSocketChannel) k.channel()).accept();
if (sc != null) {
DefaultHAService.log.info("HAService receive new connection, "
+ sc.socket().getRemoteSocketAddress());
try {
HAConnection conn = createConnection(sc);
conn.start();
DefaultHAService.this.addConnection(conn);
} catch (Exception e) {
log.error("new HAConnection exception", e);
sc.close();
}
}
}
...
}
}
```
3. 在各个Slave 的HAService中存在一个HAClient，负责向master发起连接、传输请求。
```java
public class AutoSwitchHAClient extends ServiceThread implements HAClient {
...
}
public interface HAClient {
void start();
void shutdown();
void wakeup();
void updateMasterAddress(String newAddress);
void updateHaMasterAddress(String newAddress);
String getMasterAddress();
String getHaMasterAddress();
long getLastReadTimestamp();
long getLastWriteTimestamp();
HAConnectionState getCurrentState();
void changeCurrentState(HAConnectionState haConnectionState);
void closeMaster();
long getTransferredByteInSecond();
}
```
4. 当master收到slave的连接请求后，将会创建一个HAConnection，负责收发内容。
```java
public interface HAConnection {
void start();
void shutdown();
void close();
SocketChannel getSocketChannel();
HAConnectionState getCurrentState();
String getClientAddress();
long getTransferredByteInSecond();
long getTransferFromWhere();
long getSlaveAckOffset();
}
```
5. Master的HAConnection会与Slave的HAClient建立连接，二者均通过HAWriter（较简单，不解读，位于HAWriter类）往socket中写内容，再通过HAReader读取socket中的内容。只不过一个是HAServerReader，一个是HAClientReader：
```java
public abstract class AbstractHAReader {
private static final Logger LOGGER = LoggerFactory.getLogger(LoggerName.STORE_LOGGER_NAME);
protected final List readHookList = new ArrayList<();
public boolean read(SocketChannel socketChannel, ByteBuffer byteBufferRead) {
int readSizeZeroTimes = 0;
while (byteBufferRead.hasRemaining()) {
...
boolean result = processReadResult(byteBufferRead);
...
}
}
...
protected abstract boolean processReadResult(ByteBuffer byteBufferRead);
}
```
6. 两种HAReader均实现了processReadResult()方法，负责处理从socket中得到的数据。client需要详细阐述该方法，因为涉及到如何将读进来的数据写入commitlog，client的processReadResult():
```java
@Override
protected boolean processReadResult(ByteBuffer byteBufferRead) {
int readSocketPos = byteBufferRead.position();
try {
while (true) {
...
switch (AutoSwitchHAClient.this.currentState) {
case HANDSHAKE: {
...
// 握手阶段，先检查commitlog完整性，截断
}
break;
case TRANSFER: {
// 传输阶段，将body写入commitlog
...
byte[] bodyData = new byte[bodySize];
...
if (bodySize 0) {
// 传输阶段，将body写入commitlog
AutoSwitchHAClient.this.messageStore.appendToCommitLog(masterOffset, bodyData, 0, bodyData.length);
}
haService.updateConfirmOffset(Math.min(confirmOffset, messageStore.getMaxPhyOffset()));
...
break;
}
default:
break;
}
if (isComplete) {
continue;
}
}
// 检查buffer中是否还有数据, 如果有, compact()
...
break;
}
}
...
}
```
7. server的processReadResult()主要用于接收client的握手等请求，较简单。更需要解释其WriteSocketService如何向socket中调用HAwriter去写数据：
```java
abstract class AbstractWriteSocketService extends ServiceThread {
...
private void transferToSlave() throws Exception {
...
int size = this.getNextTransferDataSize();
if (size 0) {
...
buildTransferHeaderBuffer(this.transferOffset, size);
this.lastWriteOver = this.transferData(size);
} else {
// 无需传输，直接更新caught up的时间
AutoSwitchHAConnection.this.haService.updateConnectionLastCaughtUpTime(AutoSwitchHAConnection.this.slaveId, System.currentTimeMillis());
haService.getWaitNotifyObject().allWaitForRunning(100);
}
}
@Override
public void run() {
AutoSwitchHAConnection.LOGGER.info(this.getServiceName() + " service started");
while (!this.isStopped()) {
try {
this.selector.select(1000);
switch (currentState) {
case HANDSHAKE:
// Wait until the slave send it handshake msg to master.
// 等待slave的握手请求，并进行回复
break;
case TRANSFER:
...
transferToSlave();
break;
default: ...
}
} catch (Exception e) {
...
}
}
...
// 在service结束后的一些事情
}
...
}
```
此处同样附上server实现processReadResult()，读socket中数据的代码：
```java
@Override
protected boolean processReadResult(ByteBuffer byteBufferRead) {
while (true) {
...
HAConnectionState slaveState = HAConnectionState.values()[byteBufferRead.getInt(readPosition)];
switch (slaveState) {
case HANDSHAKE:
// 收到了client的握手
...
LOGGER.info("Receive slave handshake, slaveBrokerId:{}, isSyncFromLastFile:{}, isAsyncLearner:{}",
AutoSwitchHAConnection.this.slaveId, AutoSwitchHAConnection.this.isSyncFromLastFile, AutoSwitchHAConnection.this.isAsyncLearner);
break;
case TRANSFER:
// 收到了client的transfer状态
...
// 更新client状态信息
break;
default:
...
}
...
}
```
3.5 Active Controller的选举
该选举主要通过DLedger实现，在DLedgerController中通过RoleChangeHandler.handle()更新自身身份：
```java
class RoleChangeHandler implements DLedgerLeaderElector.RoleChangeHandler {
private final String selfId;
private final ExecutorService executorService = Executors.newSingleThreadExecutor(new ThreadFactoryImpl("DLedgerControllerRoleChangeHandler_"));
private volatile MemberState.Role currentRole = MemberState.Role.FOLLOWER;
public RoleChangeHandler(final String selfId) {
this.selfId = selfId;
}
@Override
public void handle(long term, MemberState.Role role) {
Runnable runnable = () {
switch (role) {
case CANDIDATE:
this.currentRole = MemberState.Role.CANDIDATE;
// 停止扫描inactive broker任务
...
case FOLLOWER:
this.currentRole = MemberState.Role.FOLLOWER;
// 停止扫描inactive broker任务
...
case LEADER: {
log.info("Controller {} change role to leader, try process a initial proposal", this.selfId);
int tryTimes = 0;
while (true) {
// 将会开始扫描inactive brokers
...
break;
}
}
};
this.executorService.submit(runnable);
}
...
}
```
无疑 AI答疑专家
