我正在做一个使用反应式Kafka的项目,该项目使用来自Kafka主题的消息,并将消息分批发布到RESTendpoint。我一直在处理批处理部分,并将该批处理发送到endpoint。我需要从主题中读取N条消息(这里的N是可配置的),然后将这N条消息发送到RESTendpoint。如何使用reactor Kafka读取N条消息?我看过中的例子https://projectreactor.io/docs/kafka/release/reference/#_overview但找不到与我的问题类似的例子。任何关于解决这个问题的建议都会非常有帮助。
以下是到目前为止我要阅读的代码,用于从主题中消费消息
@Slf4j
@Service
public class Service implements CommandLineRunner {
@Autowired
@Qualifier("KafkaConsumerTemplate")
public ReactiveKafkaConsumerTemplate<String, String> KafkaConsumerTemplate;
public Flux<String> consume() {
return KafkaConsumerTemplate.receiveAutoAck()
.doOnNext(consumerRecord -> log.info("received key={}, value={} from topic={}, offset={}",
consumerRecord.key(),
consumerRecord.value(),
consumerRecord.topic(),
consumerRecord.offset())
)
.map(ConsumerRecord::value)
.doOnNext(metric -> log.debug("successfully consumed {}={}", Metric[].class.getSimpleName(), Metric))
.doOnError(throwable -> log.error("Error while consuming : {}", throwable.getMessage()));
}
@Override
public void run(String... args) throws Exception {
consume().subscribe();
}
}
因此,您可以为此目的使用#缓冲区(int)操作。
对于您的具体情况:
int bufferSize = 10;
return KafkaConsumerTemplate.receiveAutoAck()
.doOnNext(consumerRecord -> log.info("received key={}, value={} from topic={}, offset={}",
consumerRecord.key(),
consumerRecord.value(),
consumerRecord.topic(),
consumerRecord.offset())
).map(ConsumerRecord::value)
.doOnNext(metric -> log.debug("successfully consumed {}={}", Metric[].class.getSimpleName(), Metric))
.buffer(bufferSize)
.doOnError(throwable -> log.error("Error while consuming : {}", throwable.getMessage()));
@Override
public void run(String... args) throws Exception {
consume().subscribe(it -> {
//it is a List of batched entities, here you can do whatever you want with your data.
});
}