写一个用java实现的kafka高并发多线程数据入库示例,要求一次读取所有别人发送的数据,处理后多线程批量入库
时间: 2023-06-12 21:07:58 浏览: 159
以下是一个基于Java实现的Kafka高并发多线程数据入库示例:
```java
import java.util.Arrays;
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;
import org.apache.kafka.common.serialization.StringDeserializer;
public class KafkaConsumerExample {
private final static String TOPIC_NAME = "my-topic";
private final static String BOOTSTRAP_SERVERS = "localhost:9092";
private final static String GROUP_ID = "my-group";
private final static int NUM_THREADS = 4;
private static ExecutorService executor = Executors.newFixedThreadPool(NUM_THREADS);
public static void main(String[] args) throws Exception {
Properties props = new Properties();
props.put(ConsumerConfig.BOOTSTRAP_SERVERS_CONFIG, BOOTSTRAP_SERVERS);
props.put(ConsumerConfig.GROUP_ID_CONFIG, GROUP_ID);
props.put(ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG, StringDeserializer.class.getName());
props.put(ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG, StringDeserializer.class.getName());
KafkaConsumer<String, String> consumer = new KafkaConsumer<>(props);
consumer.subscribe(Arrays.asList(TOPIC_NAME));
while (true) {
ConsumerRecords<String, String> records = consumer.poll(100);
for (ConsumerRecord<String, String> record : records) {
executor.submit(new DatabaseWriter(record));
}
}
}
private static class DatabaseWriter implements Runnable {
private final ConsumerRecord<String, String> record;
public DatabaseWriter(ConsumerRecord<String, String> record) {
this.record = record;
}
@Override
public void run() {
// TODO: 进行数据处理和批量入库操作
}
}
}
```
上述代码创建了一个Kafka消费者,订阅名为`my-topic`的主题,并且在消费时将每条消息交给线程池中的一个线程来处理。在每个线程中,可以进行数据处理和批量入库操作,以实现高并发、多线程的数据入库。
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