Example: RollingTopWords Topology
The RollingTopWords.java
is included with storm-starter
.
package storm.starter; import backtype.storm.Config; import backtype.storm.testing.TestWordSpout; import backtype.storm.topology.TopologyBuilder; import backtype.storm.tuple.Fields; import storm.starter.bolt.IntermediateRankingsBolt; import storm.starter.bolt.RollingCountBolt; import storm.starter.bolt.TotalRankingsBolt; import storm.starter.util.StormRunner; /** * This topology does a continuous computation of the top N words that the topology has seen in terms of cardinality. * The top N computation is done in a completely scalable way, and a similar approach could be used to compute things * like trending topics or trending images on Twitter. */ public class RollingTopWords { private static final int DEFAULT_RUNTIME_IN_SECONDS = 60; private static final int TOP_N = 5; private final TopologyBuilder builder; private final String topologyName; private final Config topologyConfig; private final int runtimeInSeconds; public RollingTopWords() throws InterruptedException { builder = new TopologyBuilder(); topologyName = "slidingWindowCounts"; topologyConfig = createTopologyConfiguration(); runtimeInSeconds = DEFAULT_RUNTIME_IN_SECONDS; wireTopology(); } private static Config createTopologyConfiguration() { Config conf = new Config(); conf.setDebug(true); return conf; } private void wireTopology() throws InterruptedException { String spoutId = "wordGenerator"; String counterId = "counter"; String intermediateRankerId = "intermediateRanker"; String totalRankerId = "finalRanker"; builder.setSpout(spoutId, new TestWordSpout(), 5); builder.setBolt(counterId, new RollingCountBolt(9, 3), 4).fieldsGrouping(spoutId, new Fields("word")); builder.setBolt(intermediateRankerId, new IntermediateRankingsBolt(TOP_N), 4).fieldsGrouping(counterId, new Fields( "obj")); builder.setBolt(totalRankerId, new TotalRankingsBolt(TOP_N)).globalGrouping(intermediateRankerId); } public void run() throws InterruptedException { StormRunner.runTopologyLocally(builder.createTopology(), topologyName, topologyConfig, runtimeInSeconds); } public static void main(String[] args) throws Exception { new RollingTopWords().run(); } }