KafkaSpout 工作示例
KafkaSpout working example
我最近熟悉了 Apache Kafka，并且有一个生产者-消费者的工作示例。
我的下一步是将 Kafka 与 Spout 和 Bolt 集成，我很难获得在本地工作的可用示例（它们大多是旧的）。
我得到了以下示例 storm-book/examples-ch02-getting_started，它正在从本地文本文件读取数据。
同一个 repo 有一个 storm-book/examples-ch04-spouts kafka-spout 的示例，但我无法让它工作。
我也尝试了以下示例 cep.kafka 但出现以下错误 -
5034 [Thread-11-words] INFO org.apache.curator.framework.imps.CuratorFrameworkImpl - Starting
5047 [Thread-11-words] ERROR backtype.storm.util - Async loop died!
java.lang.NoSuchMethodError: org.apache.zookeeper.ZooKeeper.<init>(Ljava/lang/String;ILorg/apache/zookeeper/Watcher;Z)V
at org.apache.curator.utils.DefaultZookeeperFactory.newZooKeeper(DefaultZookeeperFactory.java:29) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.framework.imps.CuratorFrameworkImpl.newZooKeeper(CuratorFrameworkImpl.java:169) ~[curator-framework-2.4.0.jar:na]
at org.apache.curator.HandleHolder.getZooKeeper(HandleHolder.java:94) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.HandleHolder.getZooKeeper(HandleHolder.java:55) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.ConnectionState.reset(ConnectionState.java:219) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.ConnectionState.start(ConnectionState.java:103) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.CuratorZookeeperClient.start(CuratorZookeeperClient.java:188) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.framework.imps.CuratorFrameworkImpl.start(CuratorFrameworkImpl.java:234) ~[curator-framework-2.4.0.jar:na]
at storm.kafka.ZkState.<init>(ZkState.java:62) ~[storm-kafka-0.9.2-incubating.jar:0.9.2-incubating]
at storm.kafka.KafkaSpout.open(KafkaSpout.java:85) ~[storm-kafka-0.9.2-incubating.jar:0.9.2-incubating]
at backtype.storm.daemon.executor$fn__3371$fn__3386.invoke(executor.clj:522) ~[storm-core-0.9.4.jar:0.9.4]
at backtype.storm.util$async_loop$fn__460.invoke(util.clj:461) ~[storm-core-0.9.4.jar:0.9.4]
at clojure.lang.AFn.run(AFn.java:24) [clojure-1.5.1.jar:na]
at java.lang.Thread.run(Thread.java:745) [na:1.8.0_05]
5049 [Thread-11-words] ERROR backtype.storm.daemon.executor -
java.lang.NoSuchMethodError: org.apache.zookeeper.ZooKeeper.<init>(Ljava/lang/String;ILorg/apache/zookeeper/Watcher;Z)V
at org.apache.curator.utils.DefaultZookeeperFactory.newZooKeeper(DefaultZookeeperFactory.java:29) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.framework.imps.CuratorFrameworkImpl.newZooKeeper(CuratorFrameworkImpl.java:169) ~[curator-framework-2.4.0.jar:na]
at org.apache.curator.HandleHolder.getZooKeeper(HandleHolder.java:94) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.HandleHolder.getZooKeeper(HandleHolder.java:55) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.ConnectionState.reset(ConnectionState.java:219) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.ConnectionState.start(ConnectionState.java:103) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.CuratorZookeeperClient.start(CuratorZookeeperClient.java:188) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.framework.imps.CuratorFrameworkImpl.start(CuratorFrameworkImpl.java:234) ~[curator-framework-2.4.0.jar:na]
at storm.kafka.ZkState.<init>(ZkState.java:62) ~[storm-kafka-0.9.2-incubating.jar:0.9.2-incubating]
at storm.kafka.KafkaSpout.open(KafkaSpout.java:85) ~[storm-kafka-0.9.2-incubating.jar:0.9.2-incubating]
at backtype.storm.daemon.executor$fn__3371$fn__3386.invoke(executor.clj:522) ~[storm-core-0.9.4.jar:0.9.4]
at backtype.storm.util$async_loop$fn__460.invoke(util.clj:461) ~[storm-core-0.9.4.jar:0.9.4]
at clojure.lang.AFn.run(AFn.java:24) [clojure-1.5.1.jar:na]
at java.lang.Thread.run(Thread.java:745) [na:1.8.0_05]
5088 [Thread-11-words] ERROR backtype.storm.util - Halting process: ("Worker died")
java.lang.RuntimeException: ("Worker died")
at backtype.storm.util$exit_process_BANG_.doInvoke(util.clj:325) [storm-core-0.9.4.jar:0.9.4]
at clojure.lang.RestFn.invoke(RestFn.java:423) [clojure-1.5.1.jar:na]
at backtype.storm.daemon.worker$fn__4693$fn__4694.invoke(worker.clj:491) [storm-core-0.9.4.jar:0.9.4]
at backtype.storm.daemon.executor$mk_executor_data$fn__3272$fn__3273.invoke(executor.clj:240) [storm-core-0.9.4.jar:0.9.4]
at backtype.storm.util$async_loop$fn__460.invoke(util.clj:473) [storm-core-0.9.4.jar:0.9.4]
at clojure.lang.AFn.run(AFn.java:24) [clojure-1.5.1.jar:na]
at java.lang.Thread.run(Thread.java:745) [na:1.8.0_05]
当我在学习如何 运行 创建和 运行 Kafka Spout 时遇到同样的问题时，我发现这个 Github repo 非常有用，并且我能够拥有我的 KafkaSpout向其余螺栓发射元组。
这是关于我如何为此创建拓扑的高级示例。
public class TestTopology {
public static void main(String[] args) {
String zkIp = "192.168.59.103";
String nimbusHost = "192.168.59.103";
String zookeeperHost = zkIp +":2181";
ZkHosts zkHosts = new ZkHosts(zookeeperHost);
SpoutConfig kafkaConfig = new SpoutConfig(zkHosts, "myKafkaTopic", "", "storm");
kafkaConfig.scheme = new SchemeAsMultiScheme(new JsonScheme() {
@Override
public Fields getOutputFields() {
return new Fields("events");
}
});
KafkaSpout kafkaSpout = new KafkaSpout(kafkaConfig);
TopologyBuilder builder = new TopologyBuilder();
builder.setSpout("eventsEmitter", kafkaSpout, 8);
builder.setBolt("eventsProcessor", new RollingCountBolt(2, 1), 8)
.fieldsGrouping("requestsEmitter", new Fields("request"));
//More bolts stuffzz
Config config = new Config();
config.setMaxTaskParallelism(5);
config.put(Config.TOPOLOGY_TICK_TUPLE_FREQ_SECS, 2);
config.put(Config.NIMBUS_HOST, nimbusHost);
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-topology", config, builder.createTopology());
} catch (Exception e) {
throw new IllegalStateException("Couldn't initialize the topology", e);
}
}
}
希望这对您有所帮助，
何塞·路易斯
我最近熟悉了 Apache Kafka，并且有一个生产者-消费者的工作示例。
我的下一步是将 Kafka 与 Spout 和 Bolt 集成，我很难获得在本地工作的可用示例（它们大多是旧的）。
我得到了以下示例 storm-book/examples-ch02-getting_started，它正在从本地文本文件读取数据。
同一个 repo 有一个 storm-book/examples-ch04-spouts kafka-spout 的示例，但我无法让它工作。
我也尝试了以下示例 cep.kafka 但出现以下错误 -
5034 [Thread-11-words] INFO org.apache.curator.framework.imps.CuratorFrameworkImpl - Starting
5047 [Thread-11-words] ERROR backtype.storm.util - Async loop died!
java.lang.NoSuchMethodError: org.apache.zookeeper.ZooKeeper.<init>(Ljava/lang/String;ILorg/apache/zookeeper/Watcher;Z)V
at org.apache.curator.utils.DefaultZookeeperFactory.newZooKeeper(DefaultZookeeperFactory.java:29) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.framework.imps.CuratorFrameworkImpl.newZooKeeper(CuratorFrameworkImpl.java:169) ~[curator-framework-2.4.0.jar:na]
at org.apache.curator.HandleHolder.getZooKeeper(HandleHolder.java:94) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.HandleHolder.getZooKeeper(HandleHolder.java:55) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.ConnectionState.reset(ConnectionState.java:219) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.ConnectionState.start(ConnectionState.java:103) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.CuratorZookeeperClient.start(CuratorZookeeperClient.java:188) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.framework.imps.CuratorFrameworkImpl.start(CuratorFrameworkImpl.java:234) ~[curator-framework-2.4.0.jar:na]
at storm.kafka.ZkState.<init>(ZkState.java:62) ~[storm-kafka-0.9.2-incubating.jar:0.9.2-incubating]
at storm.kafka.KafkaSpout.open(KafkaSpout.java:85) ~[storm-kafka-0.9.2-incubating.jar:0.9.2-incubating]
at backtype.storm.daemon.executor$fn__3371$fn__3386.invoke(executor.clj:522) ~[storm-core-0.9.4.jar:0.9.4]
at backtype.storm.util$async_loop$fn__460.invoke(util.clj:461) ~[storm-core-0.9.4.jar:0.9.4]
at clojure.lang.AFn.run(AFn.java:24) [clojure-1.5.1.jar:na]
at java.lang.Thread.run(Thread.java:745) [na:1.8.0_05]
5049 [Thread-11-words] ERROR backtype.storm.daemon.executor -
java.lang.NoSuchMethodError: org.apache.zookeeper.ZooKeeper.<init>(Ljava/lang/String;ILorg/apache/zookeeper/Watcher;Z)V
at org.apache.curator.utils.DefaultZookeeperFactory.newZooKeeper(DefaultZookeeperFactory.java:29) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.framework.imps.CuratorFrameworkImpl.newZooKeeper(CuratorFrameworkImpl.java:169) ~[curator-framework-2.4.0.jar:na]
at org.apache.curator.HandleHolder.getZooKeeper(HandleHolder.java:94) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.HandleHolder.getZooKeeper(HandleHolder.java:55) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.ConnectionState.reset(ConnectionState.java:219) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.ConnectionState.start(ConnectionState.java:103) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.CuratorZookeeperClient.start(CuratorZookeeperClient.java:188) ~[curator-client-2.4.0.jar:na]
at org.apache.curator.framework.imps.CuratorFrameworkImpl.start(CuratorFrameworkImpl.java:234) ~[curator-framework-2.4.0.jar:na]
at storm.kafka.ZkState.<init>(ZkState.java:62) ~[storm-kafka-0.9.2-incubating.jar:0.9.2-incubating]
at storm.kafka.KafkaSpout.open(KafkaSpout.java:85) ~[storm-kafka-0.9.2-incubating.jar:0.9.2-incubating]
at backtype.storm.daemon.executor$fn__3371$fn__3386.invoke(executor.clj:522) ~[storm-core-0.9.4.jar:0.9.4]
at backtype.storm.util$async_loop$fn__460.invoke(util.clj:461) ~[storm-core-0.9.4.jar:0.9.4]
at clojure.lang.AFn.run(AFn.java:24) [clojure-1.5.1.jar:na]
at java.lang.Thread.run(Thread.java:745) [na:1.8.0_05]
5088 [Thread-11-words] ERROR backtype.storm.util - Halting process: ("Worker died")
java.lang.RuntimeException: ("Worker died")
at backtype.storm.util$exit_process_BANG_.doInvoke(util.clj:325) [storm-core-0.9.4.jar:0.9.4]
at clojure.lang.RestFn.invoke(RestFn.java:423) [clojure-1.5.1.jar:na]
at backtype.storm.daemon.worker$fn__4693$fn__4694.invoke(worker.clj:491) [storm-core-0.9.4.jar:0.9.4]
at backtype.storm.daemon.executor$mk_executor_data$fn__3272$fn__3273.invoke(executor.clj:240) [storm-core-0.9.4.jar:0.9.4]
at backtype.storm.util$async_loop$fn__460.invoke(util.clj:473) [storm-core-0.9.4.jar:0.9.4]
at clojure.lang.AFn.run(AFn.java:24) [clojure-1.5.1.jar:na]
at java.lang.Thread.run(Thread.java:745) [na:1.8.0_05]
当我在学习如何 运行 创建和 运行 Kafka Spout 时遇到同样的问题时，我发现这个 Github repo 非常有用，并且我能够拥有我的 KafkaSpout向其余螺栓发射元组。
这是关于我如何为此创建拓扑的高级示例。
public class TestTopology {
public static void main(String[] args) {
String zkIp = "192.168.59.103";
String nimbusHost = "192.168.59.103";
String zookeeperHost = zkIp +":2181";
ZkHosts zkHosts = new ZkHosts(zookeeperHost);
SpoutConfig kafkaConfig = new SpoutConfig(zkHosts, "myKafkaTopic", "", "storm");
kafkaConfig.scheme = new SchemeAsMultiScheme(new JsonScheme() {
@Override
public Fields getOutputFields() {
return new Fields("events");
}
});
KafkaSpout kafkaSpout = new KafkaSpout(kafkaConfig);
TopologyBuilder builder = new TopologyBuilder();
builder.setSpout("eventsEmitter", kafkaSpout, 8);
builder.setBolt("eventsProcessor", new RollingCountBolt(2, 1), 8)
.fieldsGrouping("requestsEmitter", new Fields("request"));
//More bolts stuffzz
Config config = new Config();
config.setMaxTaskParallelism(5);
config.put(Config.TOPOLOGY_TICK_TUPLE_FREQ_SECS, 2);
config.put(Config.NIMBUS_HOST, nimbusHost);
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-topology", config, builder.createTopology());
} catch (Exception e) {
throw new IllegalStateException("Couldn't initialize the topology", e);
}
}
}
希望这对您有所帮助，
何塞·路易斯