java - Storm Kafka-Spout 无法正常工作

Question

一般:我是一名学生，想要在 Storm/Kafka/Flink/MS Azure SA/Spark 上运行一些性能测试(WordCount)。我想使用 Kafka Broker 作为输入源。

我使用了 Storm-Starter 项目中的 WordCount 示例，并将 Kafka 添加为 spout:

    public class WordCountKafkaTopology {
    public static class SplitSentence extends ShellBolt implements IRichBolt {

        public SplitSentence() {
            super("python", "splitsentence.py");
        }

        @Override
        public void declareOutputFields(OutputFieldsDeclarer declarer) {
            declarer.declare(new Fields("word"));
        }

        @Override
        public Map<String, Object> getComponentConfiguration() {
            return null;
        }
    }

    public static class WordCount extends BaseBasicBolt {
        Map<String, Integer> counts = new HashMap<String, Integer>();

        @Override
        public void execute(Tuple tuple, BasicOutputCollector collector) {
            String word = tuple.getString(0);
            Integer count = counts.get(word);
            if (count == null)
                count = 0;
            count++;
            counts.put(word, count);
            collector.emit(new Values(word, count));
        }

        @Override
        public void declareOutputFields(OutputFieldsDeclarer declarer) {
            declarer.declare(new Fields("word", "count"));
        }
    }

    public static void main(String[] args) {

        String zkIp = "localhost";

        String topicName = "perfTest";

        List<String> nimbus_seeds = new ArrayList<String>();
        nimbus_seeds.add("localhost");

        String zookeeperHost = zkIp +":2181";

        ZkHosts zkHosts = new ZkHosts(zookeeperHost);

        SpoutConfig kafkaConfig = new SpoutConfig(zkHosts, topicName, "/" + topicName, topicName);
        kafkaConfig.scheme = new SchemeAsMultiScheme(new StringScheme());
        KafkaSpout kafkaSpout = new KafkaSpout(kafkaConfig);


        TopologyBuilder builder = new TopologyBuilder();

        builder.setSpout("kafkaPerfTestSpout", kafkaSpout, 8);

        builder.setBolt("split", new SplitSentence(), 8).shuffleGrouping("kafkaPerfTestSpout");
        builder.setBolt("count", new WordCount(), 12).fieldsGrouping("split", new Fields("word"));

        Config config = new Config();

        config.setMaxTaskParallelism(5);
        config.put(Config.TOPOLOGY_TICK_TUPLE_FREQ_SECS, 2);
        config.put(Config.NIMBUS_SEEDS, nimbus_seeds);
        config.put(Config.NIMBUS_THRIFT_PORT, 6627);
        config.put(Config.STORM_ZOOKEEPER_PORT, 2181);
        config.put(Config.STORM_ZOOKEEPER_SERVERS, Arrays.asList(zkIp));

        try {
            StormSubmitter.submitTopology("my-kafka-topology", config, builder.createTopology());
        } catch (Exception e) {
            throw new IllegalStateException("Couldn't initialize the topology", e);
        }
    }

}

通过运行拓扑，我收到一些错误消息。喷嘴说:

java.lang.ExceptionInInitializerError at kafka.metrics.KafkaMetricsGroup$class.newTimer(KafkaMetricsGroup.scala:89) at kafka.consumer.FetchRequestAndResponseMetrics.newTimer(FetchRequestAndResponseStats.scala:26) at kafka.consumer.FetchRequestAndResponseMetrics.(FetchRequestAndResponseStats.scala:35) at kafka.consumer.FetchRequestAndResponseStats.(FetchRequestAndResponseStats.scala:47) at kafka.consumer.FetchRequestAndResponseStatsRegistry$$anonfun$2.apply(FetchRequestAndResponseStats.scala:60) at kafka.consumer.FetchRequestAndResponseStatsRegistry$$anonfun$2.apply(FetchRequestAndResponseStats.scala:60) at kafka.utils.Pool.getAndMaybePut(Pool.scala:59) at kafka.consumer.FetchRequestAndResponseStatsRegistry$.getFetchRequestAndResponseStats(FetchRequestAndResponseStats.scala:64) at kafka.consumer.SimpleConsumer.(SimpleConsumer.scala:44) at kafka.javaapi.consumer.SimpleConsumer.(SimpleConsumer.scala:34) at org.apache.storm.kafka.DynamicPartitionConnections.register(DynamicPartitionConnections.java:60) at org.apache.storm.kafka.PartitionManager.(PartitionManager.java:74) at org.apache.storm.kafka.ZkCoordinator.refresh(ZkCoordinator.java:98) at org.apache.storm.kafka.ZkCoordinator.getMyManagedPartitions(ZkCoordinator.java:69) at org.apache.storm.kafka.KafkaSpout.nextTuple(KafkaSpout.java:129) at org.apache.storm.daemon.executor$fn__7990$fn__8005$fn__8036.invoke(executor.clj:648) at org.apache.storm.util$async_loop$fn__624.invoke(util.clj:484) at clojure.lang.AFn.run(AFn.java:22) at java.lang.Thread.run(Thread.java:745) Caused by: java.lang.IllegalStateException: Shutdown in progress at java.lang.ApplicationShutdownHooks.add(ApplicationShutdownHooks.java:66) at java.lang.Runtime.addShutdownHook(Runtime.java:211) at com.yammer.metrics.Metrics.(Metrics.java:21) ... 19 more

在对开 bolt 处:

java.lang.RuntimeException: java.lang.RuntimeException: java.lang.RuntimeException: pid:3973, name:split exitCode:0, errorString: at org.apache.storm.utils.DisruptorQueue.consumeBatchToCursor(DisruptorQueue.java:464) at org.apache.storm.utils.DisruptorQueue.consumeBatchWhenAvailable(DisruptorQueue.java:430) at org.apache.storm.disruptor$consume_batch_when_available.invoke(disruptor.clj:73) at org.apache.storm.daemon.executor$fn__8058$fn__8071$fn__8124.invoke(executor.clj:850) at org.apache.storm.util$async_loop$fn__624.invoke(util.clj:484) at clojure.lang.AFn.run(AFn.java:22) at java.lang.Thread.run(Thread.java:745) Caused by: java.lang.RuntimeException: java.lang.RuntimeException: pid:3973, name:split exitCode:0, errorString: at org.apache.storm.task.ShellBolt.execute(ShellBolt.java:150) at org.apache.storm.daemon.executor$fn__8058$tuple_action_fn__8060.invoke(executor.clj:731) at org.apache.storm.daemon.executor$mk_task_receiver$fn__7979.invoke(executor.clj:464) at org.apache.storm.disruptor$clojure_handler$reify__7492.onEvent(disruptor.clj:40) at org.apache.storm.utils.DisruptorQueue.consumeBatchToCursor(DisruptorQueue.java:451) ... 6 more Caused by: java.lang.RuntimeException: pid:3973, name:split exitCode:0, errorString: at org.apache.storm.task.ShellBolt.die(ShellBolt.java:295) at org.apache.storm.task.ShellBolt.access$400(ShellBolt.java:70) at org.apache.storm.task.ShellBolt$BoltWriterRunnable.run(ShellBolt.java:398) ... 1 more Caused by: java.io.IOException: Broken pipe at java.io.FileOutputStream.writeBytes(Native Method) at java.io.FileOutputStream.write(FileOutputStream.java:326) at java.io.BufferedOutputStream.flushBuffer(BufferedOutputStream.java:82) at java.io.BufferedOutputStream.flush(BufferedOutputStream.java:140) at sun.nio.cs.StreamEncoder.implFlush(StreamEncoder.java:297) at sun.nio.cs.StreamEncoder.flush(StreamEncoder.java:141) at java.io.OutputStreamWriter.flush(OutputStreamWriter.java:229) at java.io.BufferedWriter.flush(BufferedWriter.java:254) at org.apache.storm.multilang.JsonSerializer.writeString(JsonSerializer.java:99) at org.apache.storm.multilang.JsonSerializer.writeMessage(JsonSerializer.java:93) at org.apache.storm.multilang.JsonSerializer.writeBoltMsg(JsonSerializer.java:78) at org.apache.storm.utils.ShellProcess.writeBoltMsg(ShellProcess.java:127) at org.apache.storm.task.ShellBolt$BoltWriterRunnable.run(ShellBolt.java:387) ... 1 more

我使用 kafka-console- Producer 生成一些消息。我希望有一个人可以帮助我。我是编程 Storm 中的菜鸟...

Answer 1

删除“config.put(Config.TOPOLOGY_TICK_TUPLE_FREQ_SECS, 2);”完成了工作!