Kafka入门教程 (三) Apache Kafka Java Client的使用

原生api的使用比较简单,直接创建Consumer或者Producer对象即可,注意:由于Consumer线程不安全,不得多线程公用,且最好使用final变量
更多参考api docs

自动提交

Properties props = new Properties(); props.put("bootstrap.servers", "localhost:9092"); props.put("group.id", "test"); props.put("enable.auto.commit", "true"); props.put("auto.commit.interval.ms", "1000"); props.put("key.deserializer", "org.apache.kafka.common.serialization.StringDeserializer"); props.put("value.deserializer", "org.apache.kafka.common.serialization.StringDeserializer"); KafkaConsumer<String, String> consumer = new KafkaConsumer<>(props); consumer.subscribe(Arrays.asList("foo", "bar")); while (true) { ConsumerRecords<String, String> records = consumer.poll(100); for (ConsumerRecord<String, String> record : records) System.out.printf("offset = %d, key = %s, value = %s%n", record.offset(), record.key(), record.value()); }

手动提交

Properties props = new Properties(); props.put("bootstrap.servers", "localhost:9092"); props.put("group.id", "test"); props.put("enable.auto.commit", "false"); props.put("key.deserializer", "org.apache.kafka.common.serialization.StringDeserializer"); props.put("value.deserializer", "org.apache.kafka.common.serialization.StringDeserializer"); KafkaConsumer<String, String> consumer = new KafkaConsumer<>(props); consumer.subscribe(Arrays.asList("foo", "bar")); final int minBatchSize = 200; List<ConsumerRecord<String, String>> buffer = new ArrayList<>(); while (true) { ConsumerRecords<String, String> records = consumer.poll(100); for (ConsumerRecord<String, String> record : records) { buffer.add(record); } if (buffer.size() >= minBatchSize) { insertIntoDb(buffer); consumer.commitSync(); buffer.clear(); } }

多线程

public class KafkaConsumerRunner implements Runnable { private final AtomicBoolean closed = new AtomicBoolean(false); private final KafkaConsumer consumer; public void run() { try { consumer.subscribe(Arrays.asList("topic")); while (!closed.get()) { ConsumerRecords records = consumer.poll(Duration.ofMillis(10000)); // Handle new records } } catch (WakeupException e) { // Ignore exception if closing if (!closed.get()) throw e; } finally { consumer.close(); } } // Shutdown hook which can be called from a separate thread public void shutdown() { closed.set(true); consumer.wakeup(); } }

低级消费

String topic = "foo"; TopicPartition partition0 = new TopicPartition(topic, 0); TopicPartition partition1 = new TopicPartition(topic, 1); consumer.assign(Arrays.asList(partition0, partition1));

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