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Apache Kafka Consumer Example
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/* | |
* Copyright (c) 2017 San Jose State University. | |
* | |
* Permission is hereby granted, free of charge, to any person obtaining a copy | |
* of this software and associated documentation files (the "Software"), to deal | |
* in the Software without restriction, including without limitation the rights | |
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
* copies of the Software, and to permit persons to whom the Software is | |
* furnished to do so, subject to the following conditions: | |
* | |
* The above copyright notice and this permission notice shall be included in | |
* all copies or substantial portions of the Software. | |
*/ | |
package edu.sjsu.amigo.cp.kafka; | |
import edu.sjsu.amigo.cp.jobs.JobManager; | |
import edu.sjsu.amigo.cp.jobs.MessageProcessorJob; | |
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.errors.WakeupException; | |
import org.apache.kafka.common.serialization.StringDeserializer; | |
import org.quartz.JobDataMap; | |
import org.quartz.SchedulerException; | |
import java.util.*; | |
import java.util.concurrent.ExecutorService; | |
import java.util.concurrent.Executors; | |
import java.util.concurrent.TimeUnit; | |
import static edu.sjsu.amigo.mp.kafka.MessageQueueConstants.AMIGO_CHATBOT_GROUP; | |
import static edu.sjsu.amigo.mp.kafka.MessageQueueConstants.USER_MSG_TOPIC; | |
/** | |
* A Kafka message consumer. As soon as it receives a message it will spawn a job to process it. | |
* | |
* Based on https://www.confluent.io/blog/tutorial-getting-started-with-the-new-apache-kafka-0-9-consumer-client/ | |
* | |
* @author rwatsh on 2/25/17. | |
*/ | |
public class ConsumerLoop implements Runnable { | |
private final KafkaConsumer<String, String> consumer; | |
private final List<String> topics; | |
private final int id; | |
public ConsumerLoop(int id, | |
String groupId, | |
List<String> topics) { | |
this.id = id; | |
this.topics = topics; | |
Properties props = new Properties(); | |
props.put("bootstrap.servers", "localhost:9092"); | |
props.put("group.id", groupId); | |
props.put("key.deserializer", StringDeserializer.class.getName()); | |
props.put("value.deserializer", StringDeserializer.class.getName()); | |
this.consumer = new KafkaConsumer<>(props); | |
} | |
@Override | |
public void run() { | |
try { | |
consumer.subscribe(topics); | |
while (true) { | |
ConsumerRecords<String, String> records = consumer.poll(Long.MAX_VALUE); | |
for (ConsumerRecord<String, String> record : records) { | |
Map<String, Object> data = new HashMap<>(); | |
data.put("partition", record.partition()); | |
data.put("offset", record.offset()); | |
String value = record.value(); | |
data.put("value", value); | |
processMessageAsync(value); | |
System.out.println(this.id + ": " + data); | |
} | |
} | |
} catch (WakeupException e) { | |
// ignore for shutdown | |
} finally { | |
consumer.close(); | |
} | |
} | |
private void processMessageAsync(String value) { | |
if (value != null && !value.trim().isEmpty()) { | |
try { | |
// Using Quartz job scheduler to process the message asynchronously | |
// Job code is not shown in this gist. | |
// Some unique job name | |
String jobName = "MESG-JOB-" + UUID.randomUUID().toString(); | |
String groupName = "CHATBOT-GRP"; | |
JobDataMap params = new JobDataMap(); | |
params.put("message", value); | |
JobManager.getInstance().scheduleJob(MessageProcessorJob.class, jobName, groupName, params); | |
} catch (Exception e) { | |
e.printStackTrace(); | |
} | |
} | |
} | |
public void shutdown() { | |
consumer.wakeup(); | |
} | |
/** | |
* Run the client program. | |
* | |
* @param args | |
*/ | |
public static void main(String[] args) throws SchedulerException { | |
//Start the job scheduler | |
JobManager.getInstance().startScheduler(); | |
int numConsumers = 3; | |
String groupId = AMIGO_CHATBOT_GROUP; | |
List<String> topics = Arrays.asList(USER_MSG_TOPIC); | |
ExecutorService executor = Executors.newFixedThreadPool(numConsumers); | |
final List<ConsumerLoop> consumers = new ArrayList<>(); | |
for (int i = 0; i < numConsumers; i++) { | |
ConsumerLoop consumer = new ConsumerLoop(i, groupId, topics); | |
consumers.add(consumer); | |
executor.submit(consumer); | |
} | |
Runtime.getRuntime().addShutdownHook(new Thread() { | |
@Override | |
public void run() { | |
for (ConsumerLoop consumer : consumers) { | |
consumer.shutdown(); | |
} | |
executor.shutdown(); | |
try { | |
executor.awaitTermination(5000, TimeUnit.MILLISECONDS); | |
} catch (InterruptedException e) { | |
e.printStackTrace(); | |
} | |
} | |
}); | |
} | |
} |
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