Examples with Fields org.apache.storm.tuple.Fields used on opensource projects

Example 11 with Fields

use of org.apache.storm.tuple.Fields in project storm by apache.

the class TridentFileTopology method buildTopology.

public static StormTopology buildTopology(String hdfsUrl) {
    FixedBatchSpout spout = new FixedBatchSpout(new Fields("sentence", "key"), 1000, new Values("the cow jumped over the moon", 1l), new Values("the man went to the store and bought some candy", 2l), new Values("four score and seven years ago", 3l), new Values("how many apples can you eat", 4l), new Values("to be or not to be the person", 5l));
    spout.setCycle(true);
    TridentTopology topology = new TridentTopology();
    Stream stream = topology.newStream("spout1", spout);
    Fields hdfsFields = new Fields("sentence", "key");
    FileNameFormat fileNameFormat = new DefaultFileNameFormat().withPath("/tmp/trident").withPrefix("trident").withExtension(".txt");
    RecordFormat recordFormat = new DelimitedRecordFormat().withFields(hdfsFields);
    FileRotationPolicy rotationPolicy = new FileSizeRotationPolicy(5.0f, FileSizeRotationPolicy.Units.MB);
    HdfsState.Options options = new HdfsState.HdfsFileOptions().withFileNameFormat(fileNameFormat).withRecordFormat(recordFormat).withRotationPolicy(rotationPolicy).withFsUrl(hdfsUrl).withConfigKey("hdfs.config");
    StateFactory factory = new HdfsStateFactory().withOptions(options);
    TridentState state = stream.partitionPersist(factory, hdfsFields, new HdfsUpdater(), new Fields());
    return topology.build();
}

Example 12 with Fields

use of org.apache.storm.tuple.Fields in project storm by apache.

the class ThroughputVsLatency method main.

public static void main(String[] args) throws Exception {
    long ratePerSecond = 500;
    if (args != null && args.length > 0) {
        ratePerSecond = Long.valueOf(args[0]);
    }
    int parallelism = 4;
    if (args != null && args.length > 1) {
        parallelism = Integer.valueOf(args[1]);
    }
    int numMins = 5;
    if (args != null && args.length > 2) {
        numMins = Integer.valueOf(args[2]);
    }
    String name = "wc-test";
    if (args != null && args.length > 3) {
        name = args[3];
    }
    Config conf = new Config();
    HttpForwardingMetricsServer metricServer = new HttpForwardingMetricsServer(conf) {

        @Override
        public void handle(TaskInfo taskInfo, Collection<DataPoint> dataPoints) {
            String worker = taskInfo.srcWorkerHost + ":" + taskInfo.srcWorkerPort;
            for (DataPoint dp : dataPoints) {
                if ("comp-lat-histo".equals(dp.name) && dp.value instanceof Histogram) {
                    synchronized (_histo) {
                        _histo.add((Histogram) dp.value);
                    }
                } else if ("CPU".equals(dp.name) && dp.value instanceof Map) {
                    Map<Object, Object> m = (Map<Object, Object>) dp.value;
                    Object sys = m.get("sys-ms");
                    if (sys instanceof Number) {
                        _systemCPU.getAndAdd(((Number) sys).longValue());
                    }
                    Object user = m.get("user-ms");
                    if (user instanceof Number) {
                        _userCPU.getAndAdd(((Number) user).longValue());
                    }
                } else if (dp.name.startsWith("GC/") && dp.value instanceof Map) {
                    Map<Object, Object> m = (Map<Object, Object>) dp.value;
                    Object count = m.get("count");
                    if (count instanceof Number) {
                        _gcCount.getAndAdd(((Number) count).longValue());
                    }
                    Object time = m.get("timeMs");
                    if (time instanceof Number) {
                        _gcMs.getAndAdd(((Number) time).longValue());
                    }
                } else if (dp.name.startsWith("memory/") && dp.value instanceof Map) {
                    Map<Object, Object> m = (Map<Object, Object>) dp.value;
                    Object val = m.get("usedBytes");
                    if (val instanceof Number) {
                        MemMeasure mm = _memoryBytes.get(worker);
                        if (mm == null) {
                            mm = new MemMeasure();
                            MemMeasure tmp = _memoryBytes.putIfAbsent(worker, mm);
                            mm = tmp == null ? mm : tmp;
                        }
                        mm.update(((Number) val).longValue());
                    }
                }
            }
        }
    };
    metricServer.serve();
    String url = metricServer.getUrl();
    C cluster = new C(conf);
    conf.setNumWorkers(parallelism);
    conf.registerMetricsConsumer(org.apache.storm.metric.LoggingMetricsConsumer.class);
    conf.registerMetricsConsumer(org.apache.storm.metric.HttpForwardingMetricsConsumer.class, url, 1);
    Map<String, String> workerMetrics = new HashMap<String, String>();
    if (!cluster.isLocal()) {
        //sigar uses JNI and does not work in local mode
        workerMetrics.put("CPU", "org.apache.storm.metrics.sigar.CPUMetric");
    }
    conf.put(Config.TOPOLOGY_WORKER_METRICS, workerMetrics);
    conf.put(Config.TOPOLOGY_BUILTIN_METRICS_BUCKET_SIZE_SECS, 10);
    conf.put(Config.TOPOLOGY_WORKER_GC_CHILDOPTS, "-XX:+UseConcMarkSweepGC -XX:+UseParNewGC -XX:+UseConcMarkSweepGC -XX:NewSize=128m -XX:CMSInitiatingOccupancyFraction=70 -XX:-CMSConcurrentMTEnabled");
    conf.put(Config.TOPOLOGY_WORKER_CHILDOPTS, "-Xmx2g");
    TopologyBuilder builder = new TopologyBuilder();
    int numEach = 4 * parallelism;
    builder.setSpout("spout", new FastRandomSentenceSpout(ratePerSecond / numEach), numEach);
    builder.setBolt("split", new SplitSentence(), numEach).shuffleGrouping("spout");
    builder.setBolt("count", new WordCount(), numEach).fieldsGrouping("split", new Fields("word"));
    try {
        cluster.submitTopology(name, conf, builder.createTopology());
        for (int i = 0; i < numMins * 2; i++) {
            Thread.sleep(30 * 1000);
            printMetrics(cluster, name);
        }
    } finally {
        kill(cluster, name);
    }
    System.exit(0);
}

Example 13 with Fields

use of org.apache.storm.tuple.Fields in project storm by apache.

the class TransactionalGlobalCount method main.

public static void main(String[] args) throws Exception {
    MemoryTransactionalSpout spout = new MemoryTransactionalSpout(DATA, new Fields("word"), PARTITION_TAKE_PER_BATCH);
    TransactionalTopologyBuilder builder = new TransactionalTopologyBuilder("global-count", "spout", spout, 3);
    builder.setBolt("partial-count", new BatchCount(), 5).noneGrouping("spout");
    builder.setBolt("sum", new UpdateGlobalCount()).globalGrouping("partial-count");
    Config config = new Config();
    config.setDebug(true);
    config.setMaxSpoutPending(3);
    try (LocalCluster cluster = new LocalCluster();
        LocalTopology topo = cluster.submitTopology("global-count-topology", config, builder.buildTopology())) {
        Thread.sleep(3000);
    }
}

Example 14 with Fields

use of org.apache.storm.tuple.Fields in project storm by apache.

the class TransactionalWords method main.

public static void main(String[] args) throws Exception {
    MemoryTransactionalSpout spout = new MemoryTransactionalSpout(DATA, new Fields("word"), PARTITION_TAKE_PER_BATCH);
    TransactionalTopologyBuilder builder = new TransactionalTopologyBuilder("top-n-words", "spout", spout, 2);
    builder.setBolt("count", new KeyedCountUpdater(), 5).fieldsGrouping("spout", new Fields("word"));
    builder.setBolt("bucketize", new Bucketize()).noneGrouping("count");
    builder.setBolt("buckets", new BucketCountUpdater(), 5).fieldsGrouping("bucketize", new Fields("bucket"));
    Config config = new Config();
    config.setDebug(true);
    config.setMaxSpoutPending(3);
    try (LocalCluster cluster = new LocalCluster();
        LocalTopology topo = cluster.submitTopology("top-n-topology", config, builder.buildTopology())) {
        Thread.sleep(3000);
    }
}

Example 15 with Fields

use of org.apache.storm.tuple.Fields in project storm by apache.

the class WordCountTopologyNode method main.

public static void main(String[] args) throws Exception {
    TopologyBuilder builder = new TopologyBuilder();
    builder.setSpout("spout", new RandomSentence(), 5);
    builder.setBolt("split", new SplitSentence(), 8).shuffleGrouping("spout");
    builder.setBolt("count", new WordCount(), 12).fieldsGrouping("split", new Fields("word"));
    Config conf = new Config();
    conf.setDebug(true);
    if (args != null && args.length > 0) {
        conf.setNumWorkers(3);
        StormSubmitter.submitTopologyWithProgressBar(args[0], conf, builder.createTopology());
    } else {
        conf.setMaxTaskParallelism(3);
        try (LocalCluster cluster = new LocalCluster();
            LocalTopology topo = cluster.submitTopology("word-count", conf, builder.createTopology())) {
            Thread.sleep(10000);
        }
    }
}