kafka 心跳和 rebalance

kafka 的心跳是 kafka consumer 和 broker 之间的健康检查，只有当 broker coordinator 正常时，consumer 才会发送心跳。

consumer 和 rebalance 相关的 2 个配置参数：

参数名                --> MemberMetadata 字段
session.timeout.ms   --> MemberMetadata.sessionTimeoutMs
max.poll.interval.ms --> MemberMetadata.rebalanceTimeoutMs

 

broker 端，sessionTimeoutMs 参数

broker 处理心跳的逻辑在 GroupCoordinator 类中：如果心跳超期， broker coordinator 会把消费者从 group 中移除，并触发 rebalance。

  private def completeAndScheduleNextHeartbeatExpiration(group: GroupMetadata, member: MemberMetadata) {
    // complete current heartbeat expectation
    member.latestHeartbeat = time.milliseconds()
    val memberKey = MemberKey(member.groupId, member.memberId)
    heartbeatPurgatory.checkAndComplete(memberKey)

    // reschedule the next heartbeat expiration deadline
    // 计算心跳截止时刻
    val newHeartbeatDeadline = member.latestHeartbeat + member.sessionTimeoutMs
    val delayedHeartbeat = new DelayedHeartbeat(this, group, member, newHeartbeatDeadline, member.sessionTimeoutMs)
    heartbeatPurgatory.tryCompleteElseWatch(delayedHeartbeat, Seq(memberKey))
  } 
  
  // 心跳过期
  def onExpireHeartbeat(group: GroupMetadata, member: MemberMetadata, heartbeatDeadline: Long) {
    group.inLock {
      if (!shouldKeepMemberAlive(member, heartbeatDeadline)) {
        info(s"Member ${member.memberId} in group ${group.groupId} has failed, removing it from the group")
        removeMemberAndUpdateGroup(group, member)
      }
    }
  }
  
  private def shouldKeepMemberAlive(member: MemberMetadata, heartbeatDeadline: Long) =
    member.awaitingJoinCallback != null ||
      member.awaitingSyncCallback != null ||
      member.latestHeartbeat + member.sessionTimeoutMs > heartbeatDeadline

 

consumer 端：sessionTimeoutMs，rebalanceTimeoutMs 参数 

如果客户端发现心跳超期，客户端会标记 coordinator 为不可用，并阻塞心跳线程；如果 poll 消息的间隔超过了 rebalanceTimeoutMs，则 consumer 告知 broker 主动离开消费组，也会触发 rebalance

org.apache.kafka.clients.consumer.internals.AbstractCoordinator.HeartbeatThread 代码片段：

if (coordinatorUnknown()) {
    if (findCoordinatorFuture != null || lookupCoordinator().failed())
        // the immediate future check ensures that we backoff properly in the case that no
        // brokers are available to connect to.
        AbstractCoordinator.this.wait(retryBackoffMs);
} else if (heartbeat.sessionTimeoutExpired(now)) {
    // the session timeout has expired without seeing a successful heartbeat, so we should
    // probably make sure the coordinator is still healthy.
    markCoordinatorUnknown();
} else if (heartbeat.pollTimeoutExpired(now)) {
    // the poll timeout has expired, which means that the foreground thread has stalled
    // in between calls to poll(), so we explicitly leave the group.
    maybeLeaveGroup();
} else if (!heartbeat.shouldHeartbeat(now)) {
    // poll again after waiting for the retry backoff in case the heartbeat failed or the
    // coordinator disconnected
    AbstractCoordinator.this.wait(retryBackoffMs);
} else {
    heartbeat.sentHeartbeat(now);

    sendHeartbeatRequest().addListener(new RequestFutureListener<Void>() {
        @Override
        public void onSuccess(Void value) {
            synchronized (AbstractCoordinator.this) {
                heartbeat.receiveHeartbeat(time.milliseconds());
            }
        }

        @Override
        public void onFailure(RuntimeException e) {
            synchronized (AbstractCoordinator.this) {
                if (e instanceof RebalanceInProgressException) {
                    // it is valid to continue heartbeating while the group is rebalancing. This
                    // ensures that the coordinator keeps the member in the group for as long
                    // as the duration of the rebalance timeout. If we stop sending heartbeats,
                    // however, then the session timeout may expire before we can rejoin.
                    heartbeat.receiveHeartbeat(time.milliseconds());
                } else {
                    heartbeat.failHeartbeat();

                    // wake up the thread if it's sleeping to reschedule the heartbeat
                    AbstractCoordinator.this.notify();
                }
            }
        }
    });
}

/**
 * A helper class for managing the heartbeat to the coordinator
 */
public final class Heartbeat {
    private final long sessionTimeout;
    private final long heartbeatInterval;
    private final long maxPollInterval;
    private final long retryBackoffMs;

    private volatile long lastHeartbeatSend; // volatile since it is read by metrics
    private long lastHeartbeatReceive;
    private long lastSessionReset;
    private long lastPoll;
    private boolean heartbeatFailed;

    public Heartbeat(long sessionTimeout,
                     long heartbeatInterval,
                     long maxPollInterval,
                     long retryBackoffMs) {
        if (heartbeatInterval >= sessionTimeout)
            throw new IllegalArgumentException("Heartbeat must be set lower than the session timeout");

        this.sessionTimeout = sessionTimeout;
        this.heartbeatInterval = heartbeatInterval;
        this.maxPollInterval = maxPollInterval;
        this.retryBackoffMs = retryBackoffMs;
    }

    public void poll(long now) {
        this.lastPoll = now;
    }

    public void sentHeartbeat(long now) {
        this.lastHeartbeatSend = now;
        this.heartbeatFailed = false;
    }

    public void failHeartbeat() {
        this.heartbeatFailed = true;
    }

    public void receiveHeartbeat(long now) {
        this.lastHeartbeatReceive = now;
    }

    public boolean shouldHeartbeat(long now) {
        return timeToNextHeartbeat(now) == 0;
    }
    
    public long lastHeartbeatSend() {
        return this.lastHeartbeatSend;
    }

    public long timeToNextHeartbeat(long now) {
        long timeSinceLastHeartbeat = now - Math.max(lastHeartbeatSend, lastSessionReset);
        final long delayToNextHeartbeat;
        if (heartbeatFailed)
            delayToNextHeartbeat = retryBackoffMs;
        else
            delayToNextHeartbeat = heartbeatInterval;

        if (timeSinceLastHeartbeat > delayToNextHeartbeat)
            return 0;
        else
            return delayToNextHeartbeat - timeSinceLastHeartbeat;
    }

    public boolean sessionTimeoutExpired(long now) {
        return now - Math.max(lastSessionReset, lastHeartbeatReceive) > sessionTimeout;
    }

    public long interval() {
        return heartbeatInterval;
    }

    public void resetTimeouts(long now) {
        this.lastSessionReset = now;
        this.lastPoll = now;
        this.heartbeatFailed = false;
    }

    public boolean pollTimeoutExpired(long now) {
        return now - lastPoll > maxPollInterval;
    }

}

 

join group 的处理逻辑：kafka.coordinator.group.GroupCoordinator#onCompleteJoin