All Downloads are FREE. Search and download functionalities are using the official Maven repository.

storm.starter.StatefulWindowingTopology Maven / Gradle / Ivy

There is a newer version: 2.7.1
Show newest version
/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 * http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package storm.starter;

import org.apache.storm.Config;
import org.apache.storm.LocalCluster;
import org.apache.storm.StormSubmitter;
import org.apache.storm.generated.StormTopology;
import org.apache.storm.starter.bolt.PrinterBolt;
import org.apache.storm.starter.spout.RandomIntegerSpout;
import org.apache.storm.state.KeyValueState;
import org.apache.storm.state.State;
import org.apache.storm.task.OutputCollector;
import org.apache.storm.task.TopologyContext;
import org.apache.storm.topology.OutputFieldsDeclarer;
import org.apache.storm.topology.TopologyBuilder;
import org.apache.storm.topology.base.BaseStatefulWindowedBolt;
import org.apache.storm.tuple.Fields;
import org.apache.storm.tuple.Tuple;
import org.apache.storm.tuple.Values;
import org.apache.storm.utils.Utils;
import org.apache.storm.windowing.TupleWindow;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.util.Map;

import static org.apache.storm.topology.base.BaseWindowedBolt.Count;

/**
 * A simple example that demonstrates the usage of {@link org.apache.storm.topology.IStatefulWindowedBolt} to
 * save the state of the windowing operation to avoid re-computation in case of failures.
 * 

* The framework internally manages the window boundaries and does not invoke * {@link org.apache.storm.topology.IWindowedBolt#execute(TupleWindow)} for the already evaluated windows in case of restarts * during failures. The {@link org.apache.storm.topology.IStatefulBolt#initState(State)} * is invoked with the previously saved state of the bolt after prepare, before the execute() method is invoked. *

*/ public class StatefulWindowingTopology { private static final Logger LOG = LoggerFactory.getLogger(StatefulWindowingTopology.class); private static class WindowSumBolt extends BaseStatefulWindowedBolt> { private KeyValueState state; private long sum; private OutputCollector collector; @Override public void prepare(Map stormConf, TopologyContext context, OutputCollector collector) { this.collector = collector; } @Override public void initState(KeyValueState state) { this.state = state; sum = state.get("sum", 0L); LOG.debug("initState with state [" + state + "] current sum [" + sum + "]"); } @Override public void execute(TupleWindow inputWindow) { for (Tuple tuple : inputWindow.get()) { sum += tuple.getIntegerByField("value"); } state.put("sum", sum); collector.emit(new Values(sum)); } @Override public void declareOutputFields(OutputFieldsDeclarer declarer) { declarer.declare(new Fields("sum")); } } public static void main(String[] args) throws Exception { TopologyBuilder builder = new TopologyBuilder(); builder.setSpout("spout", new RandomIntegerSpout()); builder.setBolt("sumbolt", new WindowSumBolt().withWindow(new Count(5), new Count(3)) .withMessageIdField("msgid"), 1).shuffleGrouping("spout"); builder.setBolt("printer", new PrinterBolt(), 1).shuffleGrouping("sumbolt"); Config conf = new Config(); conf.setDebug(false); //conf.put(Config.TOPOLOGY_STATE_PROVIDER, "org.apache.storm.redis.state.RedisKeyValueStateProvider"); if (args != null && args.length > 0) { conf.setNumWorkers(1); StormSubmitter.submitTopologyWithProgressBar(args[0], conf, builder.createTopology()); } else { LocalCluster cluster = new LocalCluster(); StormTopology topology = builder.createTopology(); cluster.submitTopology("test", conf, topology); Utils.sleep(40000); cluster.killTopology("test"); cluster.shutdown(); } } }




© 2015 - 2025 Weber Informatics LLC | Privacy Policy