Apache Kafka是一个消息队列产品,基于Topic partitions的设计,能达到非常高的消息发送处理性能。Spring创建了一个项目Spring-kafka,封装了Apache Kafka-client,用于在Spring项目里快速集成kafka。除了简单的收发消息外,Spring-kafka还提供了很多高级功能。
一、简单集成
首先需要引入依赖:
<dependency>
<groupId>org.springframework.kafka</groupId>
<artifactId>spring-kafka</artifactId>
<version>2.2.6.RELEASE</version>
</dependency>
然后,添加配置:
spring.kafka.producer.bootstrap-servers=127.0.0.1:9092
二、@KafkaListener的使用
关于@KafkaListener接收消息的能力就不赘述了,但是@KafkaListener的功能不止如此,其他的比较常见的,使用场景比较多的功能点如下:
- 显式的指定消费哪些Topic和分区的消息;
- 设置每个Topic以及分区初始化的偏移量;
- 设置消费线程并发度;
- 设置消息异常处理器;
使用errorHandler做异常处理,首先实现KafkaListenerErrorHandler接口,然后做一些异常处理,比如记录日志等等。而且注解里的配置,是你自定义实现实例在Spring上下文中的Name。
@Component
public class MyKafkaListenerErrorHandler implements KafkaListenerErrorHandler {
private static final Logger LOGGER = LoggerFactory.getLogger(MyKafkaListenerErrorHandler.class);
@Override
public Object handleError(Message<?> message, ListenerExecutionFailedException exception) {
LOGGER.error("消息:" + message.toString() + "\n" + "异常:" + exception.getMessage());
return null;
}
}
例如,调用的时候,填写beanName,例如errorHandler=“kafkaDefaultListenerErrorHandler”,具体示例代码如下所示:
@Service
public class CargoBookedEventHandler {
private static final Logger LOGGER = LoggerFactory.getLogger(CargoBookedEventHandler.class);
@KafkaListener(topics = DomainEventConstant.CARGO_BOOKED_EVENT_TOPIC, errorHandler = "myKafkaListenerErrorHandler")
public void receiveEvent(ConsumerRecord<String, Object> consumerRecord) {
CargoBookedEvent routedEvent = (CargoBookedEvent)consumerRecord.value();
LOGGER.info("Recevied key='{}', message='{}'", consumerRecord.key(), consumerRecord.value());
}
}
下面是有意在Topic中发送的错误消息,不符合消费方consumer解析的JSON格式,如图所示:
下面是errorHandler针对错误消息的处理,输出的异常日志:
2021-07-19 11:08:45.991 ERROR 29308 --- [ntainer#0-1-C-1] c.r.t.e.MyKafkaListenerErrorHandler : 消息:GenericMessage [payload=hello world, headers={kafka_offset=4, kafka_consumer=org.apache.kafka.clients.consumer.KafkaConsumer@e0bcdd6, kafka_timestampType=CREATE_TIME, type=[B@475a94e, kafka_receivedMessageKey=null, kafka_receivedPartitionId=1, kafka_receivedTopic=CARGO_BOOKED_EVENT_TOPIC, kafka_receivedTimestamp=1626664125969}]
异常:Listener method 'public void com.rickie.tracking.eventhandler.CargoBookedEventHandler.receiveEvent(org.apache.kafka.clients.consumer.ConsumerRecord<java.lang.String, java.lang.Object>)' threw exception; nested exception is java.lang.ClassCastException: java.lang.String cannot be cast to com.rickie.dto.event.CargoBookedEvent
2021-07-19 11:08:50.872 ERROR 29308 --- [ntainer#0-0-C-1] c.r.t.e.MyKafkaListenerErrorHandler : 消息:GenericMessage [payload=hello world, headers={kafka_offset=9, kafka_consumer=org.apache.kafka.clients.consumer.KafkaConsumer@67ecd40c, kafka_timestampType=CREATE_TIME, type=[B@4d795117, kafka_receivedMessageKey=null, kafka_receivedPartitionId=0, kafka_receivedTopic=CARGO_BOOKED_EVENT_TOPIC, kafka_receivedTimestamp=1626664130870}]
异常:Listener method 'public void com.rickie.tracking.eventhandler.CargoBookedEventHandler.receiveEvent(org.apache.kafka.clients.consumer.ConsumerRecord<java.lang.String, java.lang.Object>)' threw exception; nested exception is java.lang.ClassCastException: java.lang.String cannot be cast to com.rickie.dto.event.CargoBookedEvent
Kafka技术专栏《Kafka v2.3快速入门与实践》,该专栏从实战出发,通过零基础入门-环境搭建-项目案例实战,让初学者快速掌握Kafka相关技术要点并投入实际项目开发。
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