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嗨,我的场景是有一个队列,大量资源将消息放入该队列,并且许多消费者阅读消息并执行特定工作。

对于这种情况,我使用此命令在 Kafka 中创建一个主题

bin/kafka-topics.sh --create --zookeeper localhost:2181 --replication-factor 1 --partitions 1 --topic test1

现在我开发了一个 java 类来使用它

public class ConsumerGroupExample {

    private final ConsumerConnector consumer;
    private final String topic;
    private  ExecutorService executor;

    public ConsumerGroupExample(String a_zookeeper, String a_groupId, String a_topic) {
        consumer = kafka.consumer.Consumer.createJavaConsumerConnector(
                createConsumerConfig(a_zookeeper, a_groupId));
        this.topic = a_topic;
    }

    public void shutdown() {
        if (consumer != null) consumer.shutdown();
        if (executor != null) executor.shutdown();
        try {
            if (!executor.awaitTermination(5000, TimeUnit.MILLISECONDS)) {
                System.out.println("Timed out waiting for consumer threads to shut down, exiting uncleanly");
            }
        } catch (InterruptedException e) {
            System.out.println("Interrupted during shutdown, exiting uncleanly");
        }
   }

    public void run(int a_numThreads) {
        Map<String, Integer> topicCountMap = new HashMap<String, Integer>();
        topicCountMap.put(topic, new Integer(a_numThreads));
        Map<String, List<KafkaStream<byte[], byte[]>>> consumerMap = consumer.createMessageStreams(topicCountMap);
        List<KafkaStream<byte[], byte[]>> streams = consumerMap.get(topic);

        // now launch all the threads
        //
        executor = Executors.newFixedThreadPool(a_numThreads);

        // now create an object to consume the messages
        //
        int threadNumber = 0;
        for (final KafkaStream stream : streams) {
            executor.submit(new ConsumerTest(stream, threadNumber));
            threadNumber++;
        }
    }

    private static ConsumerConfig createConsumerConfig(String a_zookeeper, String a_groupId) {
        Properties props = new Properties();
        props.put("zookeeper.connect", a_zookeeper);
        props.put("zookeeper.session.timeout.ms", "400");
        props.put("zookeeper.sync.time.ms", "200");

        props.put("group.id", a_groupId);
        props.put("num.consumer.fetchers", "2");
        props.put("partition.assignment.strategy", "roundrobin");
        props.put("auto.commit.interval.ms", "1000");

        return new ConsumerConfig(props);
    }

    public static void main(String[] args) {

        String zooKeeper = "tls.navaco.local:2181";
        String groupId = "group1";
        String topic = "test1";
        int threads = 4;

        ConsumerGroupExample example = new ConsumerGroupExample(zooKeeper, groupId, topic);
        example.run(threads);

        while (true) {}

    }

和另一个用于生成消息的 java 类

public class TestProducer {

    public static void main(String[] args) {
        Properties props = new Properties();

        props.put("metadata.broker.list", "tls.navaco.local:9092");
        props.put("serializer.class", "kafka.serializer.StringEncoder");
        props.put("request.required.acks", "1");
        ProducerConfig config = new ProducerConfig(props);

        Producer p = new Producer<String, String>(config);

        //sending...
        String topic = "test1";
        String message = "Hello Kafka";
        for (int i = 0; i < 1000; i++) {
            KeyedMessage<String, String> keyedMessage = new KeyedMessage<String, String>(topic, message + i);
            p.send(keyedMessage);           
        }
    }

}

,并且正如 Apache 文档所说,如果主题想要充当队列,消费者应该有相同的 group.id,我做到了,但是当我运行 2、3 或事件更多消费者时,只有其中一个得到消息和其他人没有做任何事情。

事实上,我想要一个队列,它的排序对我来说并不重要,对我来说重要的是每条消息都只被一个消费者消费。

我想知道是否可以在 Kafka 中实现它,或者我应该使用其他产品,如 ActiveMQ、HornetMQ ......?

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1 回答 1

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分区数是 Kafka 中的并行度单位。由于您在主题中只有一个分区,因此组中只有一个消费者可以消费该主题的消息。如果希望组中的三个消费者同时消费消息,则必须将分区数增加到 3 个或更多。有关更多信息,请参阅 Kafka 文档中的消费者

于 2015-04-11T07:57:20.117 回答