首页 > 解决方案 > Spring Boot Kafka 客户端是否有“断路器”?

问题描述

如果 Kafka 服务器(暂时)关闭,我的 Spring Boot 应用程序ReactiveKafkaConsumerTemplate会一直尝试连接不成功,从而导致不必要的流量并弄乱日志文件:

2021-11-10 14:45:30.265  WARN 24984 --- [onsumer-group-1] org.apache.kafka.clients.NetworkClient   : [Consumer clientId=consumer-group-1, groupId=consumer-group] Connection to node -1 (localhost/127.0.0.1:29092) could not be established. Broker may not be available.
2021-11-10 14:45:32.792  WARN 24984 --- [onsumer-group-1] org.apache.kafka.clients.NetworkClient   : [Consumer clientId=consumer-group-1, groupId=consumer-group] Bootstrap broker localhost:29092 (id: -1 rack: null) disconnected
2021-11-10 14:45:34.845  WARN 24984 --- [onsumer-group-1] org.apache.kafka.clients.NetworkClient   : [Consumer clientId=consumer-group-1, groupId=consumer-group] Connection to node -1 (localhost/127.0.0.1:29092) could not be established. Broker may not be available.
2021-11-10 14:45:34.845  WARN 24984 --- [onsumer-group-1] org.apache.kafka.clients.NetworkClient   : [Consumer clientId=consumer-group-1, groupId=consumer-group] Bootstrap broker localhost:29092 (id: -1 rack: null) disconnected

是否可以使用断路器之类的东西(此处此处的灵感),因此 Spring Boot Kafka 客户端在发生故障(甚至更好的几次连续故障)时会减慢连接尝试的速度,并返回到服务器重新启动后才正常速度?

是否已经有现成的配置参数或任何其他解决方案?

我知道参数 reconnect.backoff.ms,这就是我创建ReactiveKafkaConsumerTemplatebean的方式:

@Bean
public ReactiveKafkaConsumerTemplate<String, MyEvent> kafkaConsumer(KafkaProperties properties) {
    final Map<String, Object> map = new HashMap<>(properties.buildConsumerProperties());
    map.put(ConsumerConfig.GROUP_ID_CONFIG, "MyGroup");
    map.put(ConsumerConfig.RECONNECT_BACKOFF_MS_CONFIG, 10_000L);
    final JsonDeserializer<DisplayCurrencyEvent> jsonDeserializer = new JsonDeserializer<>();
    jsonDeserializer.addTrustedPackages("com.example.myapplication");

    return new ReactiveKafkaConsumerTemplate<>(
            ReceiverOptions
                    .<String, MyEvent>create(map)
                    .withKeyDeserializer(new ErrorHandlingDeserializer<>(new StringDeserializer()))
                    .withValueDeserializer(new ErrorHandlingDeserializer<>(jsonDeserializer))
                    .subscription(List.of("MyTopic")));
}

消费者仍然每 3 秒尝试连接一次。

标签: javaspring-bootapache-kafka-streamsspring-kafkacircuit-breaker

解决方案


请参阅https://kafka.apache.org/documentation/#consumerconfigs_retry.backoff.ms

在尝试重新连接到给定主机之前等待的基本时间量。这避免了在紧密循环中重复连接到主机。此退避适用于客户端到代理的所有连接尝试。

https://kafka.apache.org/documentation/#consumerconfigs_reconnect.backoff.max.ms

重新连接到反复连接失败的代理时等待的最长时间(以毫秒为单位)。如果提供,每台主机的退避将在每次连续连接失败时呈指数增长,直至达到此最大值。在计算回退增加后,添加 20% 的随机抖动以避免连接风暴。


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