Spring Kafka 再平衡说明

Question

我只是想了解kafka rebalance。这是我的监听器方法。我已将 RetryTemplate 与消费者工厂配置为重试 20 次，回退延迟为 20 秒。我正在使用 spring-kafka 1.2.2（我们计划升级客户端）并使用手动确认。

@KafkaListener(id = "${kafka.listener-id}", topics = "${kafka.topic}")
public void listen(final ConsumerRecord<String, String> consumerRecord,
                   final Acknowledgment acknowledgment) throws ServiceResponseException {}

    if (true){
        System.out.println("throwing exception ");
        throw new RuntimeException();
    }

    try {
        acknowledgment.acknowledge();
        LOGGER.info("Kafka acknowledgment sent for Transaction ID:");
    } catch (Exception e) {
        LOGGER.info("Exception encountered when acking record with transaction id: {}");
    } 
}

我有 2 个工人，每个工人有 2 个并发。在 kafka 上，我有 3 个分区。我启动了一个工人，并将 3 个分区分配给工人 1。然后我发了一条信息。并且在侦听器中抛出了一个 RuntimeException，这种情况发生了 20 次，延迟时间为 20 秒。然后，当我启动 worker2 kafka 重新平衡触发器但尚未分配分区时。 worker1 失败并显示消息“处理时出错：ConsumerRecord”（在 getContainerProperties().getShutdownTimeout() 之后），然后所有消费者都加入了该组。现在同样的消息被传递给worker2。

1) 这可以正常工作，因为我需要它来工作。但是我有一个问题，当重新平衡触发为什么分区分配没有立即发生时，它会等待 worker1 完全停止（等待 getContainerProperties().getShutdownTimeout()），然后 worker1 和 worker2 的所有消费者都加入组。

2) 在重新平衡期间，我观察到消费者停止调用 poll（来自下面的日志）。是真的吗？

工人 1 的跟踪日志：

2018-09-23 13:52:53.259 TRACE 6384 --- [ listener-2-L-1] essageListenerContainer$ListenerConsumer : No records to process
2018-09-23 13:52:53.259 TRACE 6384 --- [ listener-0-L-1] essageListenerContainer$ListenerConsumer : No records to process
2018-09-23 13:52:53.384 DEBUG 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:52:53.384 TRACE 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:52:53.977 DEBUG 6384 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:52:53.977 TRACE 6384 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:52:54.008 DEBUG 6384 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:52:54.008 TRACE 6384 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:52:54.023  INFO 6384 --- [ listener-0-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Revoking previously assigned partitions [messages-0] for group mris-group
2018-09-23 13:52:54.023 TRACE 6384 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Received partition revocation notification, and will stop the invoker.
2018-09-23 13:52:54.023 DEBUG 6384 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Stopping invoker
2018-09-23 13:52:54.081  INFO 6384 --- [ listener-1-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Revoking previously assigned partitions [messages-1] for group mris-group
2018-09-23 13:52:54.081 TRACE 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Received partition revocation notification, and will stop the invoker.
2018-09-23 13:52:54.081 DEBUG 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Stopping invoker
2018-09-23 13:52:54.241  INFO 6384 --- [ listener-2-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Revoking previously assigned partitions [messages-2] for group mris-group
2018-09-23 13:52:54.241 TRACE 6384 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Received partition revocation notification, and will stop the invoker.
2018-09-23 13:52:54.241 DEBUG 6384 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Stopping invoker
2018-09-23 13:52:54.264 DEBUG 6384 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Invoker stopped
2018-09-23 13:52:54.264 DEBUG 6384 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Invoker stopped
2018-09-23 13:52:54.264  INFO 6384 --- [ listener-2-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions revoked:[messages-2]
2018-09-23 13:52:54.264  INFO 6384 --- [ listener-0-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions revoked:[messages-0]
2018-09-23 13:52:54.264  INFO 6384 --- [ listener-2-C-1] o.a.k.c.c.internals.AbstractCoordinator  : (Re-)joining group mris-group
2018-09-23 13:52:54.265  INFO 6384 --- [ listener-0-C-1] o.a.k.c.c.internals.AbstractCoordinator  : (Re-)joining group mris-group
2018-09-23 13:53:09.355 DEBUG 6384 --- [ listener-1-L-1] .a.RecordMessagingMessageListenerAdapter : Processing [GenericMessage [payload=<removed>]
throwing exception
2018-09-23 13:53:24.083 DEBUG 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Interrupting invoker
2018-09-23 13:53:24.083 DEBUG 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Invoker stopped
2018-09-23 13:53:24.085  INFO 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Invoker timed out while waiting for shutdown and will be canceled.
2018-09-23 13:53:24.085  INFO 6384 --- [ listener-1-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions revoked:[messages-1]
2018-09-23 13:53:24.085  INFO 6384 --- [ listener-1-C-1] o.a.k.c.c.internals.AbstractCoordinator  : (Re-)joining group mris-group
2018-09-23 13:53:24.101 ERROR 6384 --- [ listener-1-L-1] o.s.kafka.listener.LoggingErrorHandler   : Error while processing: ConsumerRecord(topic = messages, partition = 1, offset = 0, CreateTime = 1537725149052, checksum = 3567644394, serialized key size = 27, serialized value size = 1952, key = test_hotfix1@test.com, value = <removed>])

org.springframework.retry.backoff.BackOffInterruptedException: Thread interrupted while sleeping; nested exception is java.lang.InterruptedException: sleep interrupted
    at org.springframework.retry.backoff.FixedBackOffPolicy.doBackOff(FixedBackOffPolicy.java:86) ~[spring-retry-1.2.0.RELEASE.jar:na]
    at org.springframework.retry.backoff.StatelessBackOffPolicy.backOff(StatelessBackOffPolicy.java:36) ~[spring-retry-1.2.0.RELEASE.jar:na]
    at org.springframework.retry.support.RetryTemplate.doExecute(RetryTemplate.java:305) ~[spring-retry-1.2.0.RELEASE.jar:na]
    at org.springframework.retry.support.RetryTemplate.execute(RetryTemplate.java:179) ~[spring-retry-1.2.0.RELEASE.jar:na]
    at org.springframework.kafka.listener.adapter.RetryingAcknowledgingMessageListenerAdapter.onMessage(RetryingAcknowledgingMessageListenerAdapter.java:73) ~[spring-kafka-1.2.2.RELEASE.jar:na]
    at org.springframework.kafka.listener.adapter.RetryingAcknowledgingMessageListenerAdapter.onMessage(RetryingAcknowledgingMessageListenerAdapter.java:39) ~[spring-kafka-1.2.2.RELEASE.jar:na]
    at org.springframework.kafka.listener.adapter.FilteringAcknowledgingMessageListenerAdapter.onMessage(FilteringAcknowledgingMessageListenerAdapter.java:55) ~[spring-kafka-1.2.2.RELEASE.jar:na]
    at org.springframework.kafka.listener.adapter.FilteringAcknowledgingMessageListenerAdapter.onMessage(FilteringAcknowledgingMessageListenerAdapter.java:34) ~[spring-kafka-1.2.2.RELEASE.jar:na]
    at org.springframework.kafka.listener.KafkaMessageListenerContainer$ListenerConsumer.invokeRecordListener(KafkaMessageListenerContainer.java:794) [spring-kafka-1.2.2.RELEASE.jar:na]
    at org.springframework.kafka.listener.KafkaMessageListenerContainer$ListenerConsumer.invokeListener(KafkaMessageListenerContainer.java:738) [spring-kafka-1.2.2.RELEASE.jar:na]
    at org.springframework.kafka.listener.KafkaMessageListenerContainer$ListenerConsumer.access$2200(KafkaMessageListenerContainer.java:245) [spring-kafka-1.2.2.RELEASE.jar:na]
    at org.springframework.kafka.listener.KafkaMessageListenerContainer$ListenerConsumer$ListenerInvoker.run(KafkaMessageListenerContainer.java:1031) [spring-kafka-1.2.2.RELEASE.jar:na]
    at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511) [na:1.8.0_162]
    at java.util.concurrent.FutureTask.run(FutureTask.java:266) [na:1.8.0_162]
    at java.lang.Thread.run(Thread.java:748) [na:1.8.0_162]
Caused by: java.lang.InterruptedException: sleep interrupted
    at java.lang.Thread.sleep(Native Method) [na:1.8.0_162]
    at org.springframework.retry.backoff.ThreadWaitSleeper.sleep(ThreadWaitSleeper.java:30) ~[spring-retry-1.2.0.RELEASE.jar:na]
    at org.springframework.retry.backoff.FixedBackOffPolicy.doBackOff(FixedBackOffPolicy.java:83) ~[spring-retry-1.2.0.RELEASE.jar:na]
    ... 14 common frames omitted

2018-09-23 13:53:24.101  INFO 6384 --- [ listener-1-C-1] o.a.k.c.c.internals.AbstractCoordinator  : Successfully joined group mris-group with generation 10
2018-09-23 13:53:24.101  INFO 6384 --- [ listener-2-C-1] o.a.k.c.c.internals.AbstractCoordinator  : Successfully joined group mris-group with generation 10
2018-09-23 13:53:24.102  INFO 6384 --- [ listener-0-C-1] o.a.k.c.c.internals.AbstractCoordinator  : Successfully joined group mris-group with generation 10
2018-09-23 13:53:24.102  INFO 6384 --- [ listener-0-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Setting newly assigned partitions [messages-0] for group mris-group
2018-09-23 13:53:24.102  INFO 6384 --- [ listener-1-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Setting newly assigned partitions [messages-2] for group mris-group
2018-09-23 13:53:24.102  INFO 6384 --- [ listener-2-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Setting newly assigned partitions [] for group mris-group
2018-09-23 13:53:24.103 DEBUG 6384 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Committing: {}
2018-09-23 13:53:24.103  INFO 6384 --- [ listener-2-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions assigned:[]
2018-09-23 13:53:24.103 DEBUG 6384 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Committing: {messages-0=OffsetAndMetadata{offset=0, metadata=''}}
2018-09-23 13:53:24.104 DEBUG 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Committing: {messages-2=OffsetAndMetadata{offset=0, metadata=''}}
2018-09-23 13:53:24.106  INFO 6384 --- [ listener-0-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions assigned:[messages-0]
2018-09-23 13:53:24.107 DEBUG 6384 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:53:24.107 TRACE 6384 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:53:24.108  INFO 6384 --- [ listener-1-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions assigned:[messages-2]
2018-09-23 13:53:24.108 DEBUG 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:53:24.108 TRACE 6384 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:53:24.207 DEBUG 6384 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:53:24.207 TRACE 6384 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:53:25.111 TRACE 6384 --- [ listener-0-L-2] essageListenerContainer$ListenerConsumer : No records to process

来自 worker2 的跟踪日志：

2018-09-23 13:53:24.102  INFO 6401 --- [ listener-2-C-1] o.a.k.c.c.internals.AbstractCoordinator  : Successfully joined group mris-group with generation 10
2018-09-23 13:53:24.104  INFO 6401 --- [ listener-1-C-1] o.a.k.c.c.internals.AbstractCoordinator  : Successfully joined group mris-group with generation 10
2018-09-23 13:53:24.105  INFO 6401 --- [ listener-1-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Setting newly assigned partitions [] for group mris-group
2018-09-23 13:53:24.105  INFO 6401 --- [ listener-2-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Setting newly assigned partitions [] for group mris-group
2018-09-23 13:53:24.105 DEBUG 6401 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Committing: {}
2018-09-23 13:53:24.105 DEBUG 6401 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Committing: {}
2018-09-23 13:53:24.105  INFO 6401 --- [ listener-2-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions assigned:[]
2018-09-23 13:53:24.105  INFO 6401 --- [ listener-1-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions assigned:[]
2018-09-23 13:53:24.106  INFO 6401 --- [ listener-0-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : Setting newly assigned partitions [messages-1] for group mris-group
2018-09-23 13:53:24.111 DEBUG 6401 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Committing: {messages-1=OffsetAndMetadata{offset=0, metadata=''}}
2018-09-23 13:53:24.115  INFO 6401 --- [ listener-0-C-1] o.s.k.l.KafkaMessageListenerContainer    : partitions assigned:[messages-1]
2018-09-23 13:53:24.118 DEBUG 6401 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:53:24.118 TRACE 6401 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:53:24.189 DEBUG 6401 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Received: 1 records
2018-09-23 13:53:24.189 TRACE 6401 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:53:24.202 TRACE 6401 --- [ listener-0-L-1] essageListenerContainer$ListenerConsumer : Processing ConsumerRecord(topic = messages, partition = 1, offset = 0, CreateTime = 1537725149052, checksum = 3567644394, serialized key size = 27, serialized value size = 1952, key = test_hotfix1@test.com, value = <removed>)
2018-09-23 13:53:24.209 DEBUG 6401 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:53:24.209 DEBUG 6401 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:53:24.209 TRACE 6401 --- [ listener-1-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:53:24.210 TRACE 6401 --- [ listener-2-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...
2018-09-23 13:53:24.216 DEBUG 6401 --- [ listener-0-L-1] .a.RecordMessagingMessageListenerAdapter : Processing [GenericMessage [payload=<removed>]
throwing exception 
2018-09-23 13:53:25.194 DEBUG 6401 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Received: 0 records
2018-09-23 13:53:25.194 TRACE 6401 --- [ listener-0-C-1] essageListenerContainer$ListenerConsumer : Polling (paused=false)...

Answer 1

1.3 之前的版本有一个非常复杂的线程模型，以避免由于缓慢的侦听器而重新平衡。 KIP-62 使我们能够在 1.3 及更高版本中使用更简单的线程模型。

1.2.x 不再受支持，我没有时间（或不愿意）回去弄清楚发生了什么。请升级到 1.3.7（甚至更好，2.1.10）。