Storm框架主要分三個Component:topology,spout,bolt。unconfirmedMap對象存儲了MQ所有發射出去等待確認的消息唯一標識deliveryTag,當storm系統回調ack、fail方法後進行MQ消息的成功確認或失敗重回隊列操作(Storm系統回調方法會在bol... ...
1、定義拓撲topology
public class MessageTopology {
public static void main(String[] args) throws Exception {
//組裝topology
TopologyBuilder topologyBuilder = new TopologyBuilder();
topologyBuilder.setSpout("RabbitmqSpout", new RabbitmqSpout());
topologyBuilder.setBolt("FilterBolt", new FilterBolt()).shuffleGrouping("RabbitmqSpout");
Config conf = new Config ();
try {
if (args.length > 0) {
StormSubmitter.submitTopology(args[0], conf, topologyBuilder.createTopology());
} else {
LocalCluster localCluster = new LocalCluster();
localCluster.submitTopology("messageTopology", conf, topologyBuilder.createTopology());
}
} catch (AlreadyAliveException e) {
e.printStackTrace();
}
}
}
2、定義數據源RabbitmqSpout
RabbitmqSpout繼承自org.apache.storm.topology.IRichSpout介面,實現對應的方法:open(),close(),activate(),deactivate(),nextTuple(),ack(),fail()。
unconfirmedMap
對象存儲了MQ所有發射出去等待確認的消息唯一標識deliveryTag,當storm系統回調ack、fail方法後進行MQ消息的成功確認或失敗重回隊列操作(Storm系統回調方法會在bolt操作中主動調用ack、fail方法時觸發)。
public class RabbitmqSpout implements IRichSpout {
private final Logger LOGGER = LoggerFactory.getLogger(RabbitmqSpout.class);
private Map map;
private TopologyContext topologyContext;
private SpoutOutputCollector spoutOutputCollector;
private Connection connection;
private Channel channel;
private static final String QUEUE_NAME = "message_queue";
private final Map<String, Long> unconfirmedMap = Collections.synchronizedMap(new HashMap<String, Long>());
//連接mq服務
private void connect() throws IOException, TimeoutException {
ConnectionFactory factory = new ConnectionFactory();
factory.setHost("127.0.0.1");
factory.setUsername("admin");
factory.setPassword("admin");
factory.setVirtualHost("/");
connection = factory.newConnection();
channel = connection.createChannel();
channel.queueDeclare(QUEUE_NAME, true, false, false, null);
}
@Override
public void open(Map map, TopologyContext topologyContext, SpoutOutputCollector spoutOutputCollector) {
this.map = map;
this.topologyContext = topologyContext;
this.spoutOutputCollector = spoutOutputCollector;
try {
this.connect();
} catch (IOException e) {
e.printStackTrace();
} catch (TimeoutException e) {
e.printStackTrace();
}
}
@Override
public void close() {
try {
channel.close();
connection.close();
} catch (IOException e) {
e.printStackTrace();
} catch (TimeoutException e) {
e.printStackTrace();
}
}
@Override
public void nextTuple() {
try {
GetResponse response = channel.basicGet(QUEUE_NAME, false);
if (response == null) {
Utils.sleep(3000);
} else {
AMQP.BasicProperties props = response.getProps();
String messageId = UUID.randomUUID().toString();
Long deliveryTag = response.getEnvelope().getDeliveryTag();
String body = new String(response.getBody());
unconfirmedMap.put(messageId, deliveryTag);
LOGGER.info("RabbitmqSpout: {}, {}, {}, {}", body, messageId, deliveryTag, props);
this.spoutOutputCollector.emit(new Values(body), messageId);
}
} catch (IOException e) {
e.printStackTrace();
}
}
@Override
public void ack(Object o) {
String messageId = o.toString();
Long deliveryTag = unconfirmedMap.get(messageId);
LOGGER.info("ack: {}, {}, {}\n\n", messageId, deliveryTag, unconfirmedMap.size());
try {
unconfirmedMap.remove(messageId);
channel.basicAck(deliveryTag, false);
} catch (IOException e) {
e.printStackTrace();
}
}
@Override
public void fail(Object o) {
String messageId = o.toString();
Long deliveryTag = unconfirmedMap.get(messageId);
LOGGER.info("fail: {}, {}, {}\n\n", messageId, deliveryTag, unconfirmedMap.size());
try {
unconfirmedMap.remove(messageId);
channel.basicNack(deliveryTag, false, true);
} catch (IOException e) {
e.printStackTrace();
}
}
@Override
public void declareOutputFields(OutputFieldsDeclarer outputFieldsDeclarer) {
outputFieldsDeclarer.declare(new Fields("body"));
}
@Override
public Map<String, Object> getComponentConfiguration() {
return null;
}
@Override
public void activate() {
}
@Override
public void deactivate() {
}
}
3、定義數據流處理FilterBolt
public class FilterBolt implements IRichBolt {
private final Logger LOGGER = LoggerFactory.getLogger(FilterBolt.class);
private Map map;
private TopologyContext topologyContext;
private OutputCollector outputCollector;
@Override
public void prepare(Map map, TopologyContext topologyContext, OutputCollector outputCollector) {
this.map = map;
this.topologyContext = topologyContext;
this.outputCollector = outputCollector;
}
@Override
public void execute(Tuple tuple) {
String value = tuple.getStringByField("body");
LOGGER.info("FilterBolt:{}", value);
outputCollector.ack(tuple);
}
@Override
public void declareOutputFields(OutputFieldsDeclarer outputFieldsDeclarer) {
outputFieldsDeclarer.declare(new Fields("body"));
}
@Override
public Map<String, Object> getComponentConfiguration() {
return null;
}
@Override
public void cleanup() {
}
}