kafka消费时,新建线程池java示例
时间: 2023-07-06 08:40:00 浏览: 94
可以参考下面的Java代码示例来实现Kafka消费时的线程池:
```java
import java.util.Properties;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.clients.consumer.ConsumerRecord;
import org.apache.kafka.clients.consumer.ConsumerRecords;
import org.apache.kafka.clients.consumer.KafkaConsumer;
public class KafkaConsumerThreadPoolExample {
private final KafkaConsumer<String, String> consumer;
private final String topic;
private ExecutorService executor;
public KafkaConsumerThreadPoolExample(String brokers, String groupId, String topic) {
Properties prop = createConsumerConfig(brokers, groupId);
this.consumer = new KafkaConsumer<String, String>(prop);
this.topic = topic;
}
public void shutdown() {
if (consumer != null) {
consumer.close();
}
if (executor != null) {
executor.shutdown();
}
}
public void run(int numThreads) {
executor = Executors.newFixedThreadPool(numThreads);
List<Runnable> tasks = new ArrayList<Runnable>();
for (int i = 0; i < numThreads; i++) {
tasks.add(new KafkaConsumerThread(consumer, topic));
}
for (Runnable task : tasks) {
executor.submit(task);
}
}
private static Properties createConsumerConfig(String brokers, String groupId) {
Properties props = new Properties();
props.put(ConsumerConfig.BOOTSTRAP_SERVERS_CONFIG, brokers);
props.put(ConsumerConfig.GROUP_ID_CONFIG, groupId);
props.put(ConsumerConfig.ENABLE_AUTO_COMMIT_CONFIG, "true");
props.put(ConsumerConfig.AUTO_COMMIT_INTERVAL_MS_CONFIG, "1000");
props.put(ConsumerConfig.SESSION_TIMEOUT_MS_CONFIG, "30000");
props.put(ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG, "org.apache.kafka.common.serialization.StringDeserializer");
props.put(ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG, "org.apache.kafka.common.serialization.StringDeserializer");
return props;
}
public static void main(String[] args) {
String brokers = "localhost:9092";
String groupId = "test-group";
String topic = "test-topic";
int numThreads = 4;
KafkaConsumerThreadPoolExample example = new KafkaConsumerThreadPoolExample(brokers, groupId, topic);
example.run(numThreads);
}
}
class KafkaConsumerThread implements Runnable {
private final KafkaConsumer<String, String> consumer;
private final String topic;
public KafkaConsumerThread(KafkaConsumer<String, String> consumer, String topic) {
this.consumer = consumer;
this.topic = topic;
}
public void run() {
consumer.subscribe(Arrays.asList(this.topic));
while (true) {
ConsumerRecords<String, String> records = consumer.poll(1000);
for (ConsumerRecord<String, String> record : records) {
System.out.println(Thread.currentThread().getName() + " : " + record.value());
}
}
}
}
```
以上代码示例中,KafkaConsumerThreadPoolExample类是一个简单的Kafka消费者线程池实现,其中run方法启动了numThreads个线程,每个线程都创建了一个KafkaConsumerThread对象,并调用executor.submit(task)方法提交到线程池中执行。KafkaConsumerThread类是一个简单的消费者线程实现,其中run方法中的代码是从Kafka主题中读取消息并处理的逻辑。
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