{"id":46989,"date":"2023-01-12T10:54:17","date_gmt":"2023-07-26T03:10:45","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8apache-kafka-storm%e8%bf%9b%e8%a1%8c%e5%8d%8f%e4%bd%9c\/"},"modified":"2024-04-29T09:35:15","modified_gmt":"2024-04-29T01:35:15","slug":"%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8apache-kafka-storm%e8%bf%9b%e8%a1%8c%e5%8d%8f%e4%bd%9c","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8apache-kafka-storm%e8%bf%9b%e8%a1%8c%e5%8d%8f%e4%bd%9c\/","title":{"rendered":"\u5c1d\u8bd5\u4f7f\u7528Apache Kafka\/Storm\u8fdb\u884c\u534f\u4f5c"},"content":{"rendered":"<p>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u4eec\u5df2\u7ecf\u5bf9Apache Storm\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Mac OS X\u74b0\u5883\u3067\u3001Apache Storm\u306e\u57fa\u672c\u52d5\u4f5c\u3092\u8a66\u3057\u3066\u307f\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Apache Storm\u306eScala\u7248Bolt\u30b5\u30f3\u30d7\u30eb\u3092\u8a66\u3057\u3066\u307f\u308b<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7bda913a08637a69a820\/2-0.jpeg\" alt=\"Qiita-kafkaStorm\u9023\u643a\u56f3.001.jpeg\" \/><\/div>\n<h1>\u521b\u5efa\u4e00\u4e2a Kafka \u64cd\u4f5c\u73af\u5883<\/h1>\n<p>\u6211\u5011\u5c07\u8981\u5728Mac OS X \u74b0\u5883\u4e0b\u8a66\u8a66\u770bApache Kafka\u7684\u57fa\u672c\u64cd\u4f5c\uff0c\u6b65\u9a5f\u57fa\u672c\u4e0a\u8207\u4ee5\u524d\u7684\u6587\u7ae0\u300c\u5728Mac OS X\u74b0\u5883\u4e2d\u8a66\u8a66\u770bApache Kafka\u7684\u57fa\u672c\u64cd\u4f5c\u300d\u5e7e\u4e4e\u76f8\u540c\u3002\u6211\u5011\u5c07\u4f7f\u7528\u7368\u7acb\u74b0\u5883\u3002<\/p>\n<ul class=\"post-ul\">kafka\u672c\u4f53\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ brew install Caskroom\/cask\/java\r\n$ brew install kafka\r\n<\/code><\/pre>\n<ul class=\"post-ul\">kafka\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u7de8\u96c6\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ vi \/usr\/local\/etc\/kafka\/server.properties\r\n  ...\r\nbroker.id=1\r\n  ...\r\n<\/code><\/pre>\n<ul class=\"post-ul\">zookeeper\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ zkServer start\r\nJMX enabled by default\r\nUsing config: \/usr\/local\/etc\/zookeeper\/zoo.cfg\r\n<\/code><\/pre>\n<ul class=\"post-ul\">kafka\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ kafka-server-start.sh \/usr\/local\/etc\/kafka\/server.properties\r\n<\/code><\/pre>\n<ul class=\"post-ul\">topic: &#8220;kafkaStorm&#8221;\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001topic&#8221;kafkaStorm&#8221;\u304c\u6b63\u3057\u304f\u4f5c\u6210\u3055\u308c\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ kafka-topics.sh --create --zookeeper localhost:2181 --replication-factor 1 --partitions 1 --topic kafkaStorm\r\nCreated topic \"kafkaStorm\".\r\n\r\n$ kafka-topics.sh --describe --zookeeper localhost:2181 --topic kafkaStorm\r\nTopic:kafkaStorm    PartitionCount:1    ReplicationFactor:1 Configs:\r\n    Topic: kafkaStorm   Partition: 0    Leader: 1   Replicas: 1 Isr: 1\r\n<\/code><\/pre>\n<ul class=\"post-ul\">kaka-python\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ pip install kafka-python==0.9.4\r\n<\/code><\/pre>\n<ul class=\"post-ul\">Kafka\u306eProducer\u5074\u30b5\u30f3\u30d7\u30eb\u30a2\u30d7\u30ea&#8221;kafkaStorm_producer.py&#8221;\u3092\u914d\u5099\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">kafka.client<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">KafkaClient<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">kafka.producer<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">SimpleProducer<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">time<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">sleep<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">datetime<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">datetime<\/span>\r\n\r\n<span class=\"n\">kafka<\/span> <span class=\"o\">=<\/span> <span class=\"n\">KafkaClient<\/span><span class=\"p\">(<\/span><span class=\"s\">\"localhost:9092\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">producer<\/span> <span class=\"o\">=<\/span> <span class=\"n\">SimpleProducer<\/span><span class=\"p\">(<\/span><span class=\"n\">kafka<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"k\">while<\/span> <span class=\"mi\">1<\/span><span class=\"p\">:<\/span>\r\n  <span class=\"c1\"># \"kafkaStorm\" is the name of our topic\r\n<\/span>  <span class=\"n\">now<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"It is \"<\/span> <span class=\"o\">+<\/span> <span class=\"nb\">str<\/span><span class=\"p\">(<\/span><span class=\"n\">datetime<\/span><span class=\"p\">.<\/span><span class=\"n\">now<\/span><span class=\"p\">().<\/span><span class=\"n\">time<\/span><span class=\"p\">())<\/span>\r\n  <span class=\"k\">print<\/span> <span class=\"n\">now<\/span>\r\n  <span class=\"n\">producer<\/span><span class=\"p\">.<\/span><span class=\"n\">send_messages<\/span><span class=\"p\">(<\/span><span class=\"s\">\"kafkaStorm\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">now<\/span> <span class=\"p\">)<\/span>\r\n  <span class=\"n\">sleep<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h1>\u2b1b\ufe0e \u521b\u9020\u4e00\u4e2a\u66b4\u98ce\u96e8\u7684\u6d3b\u52a8\u73af\u5883<\/h1>\n<p>\u4ee5\u524d\u7684\u6587\u7ae0&#8221;\u5728Mac OS X\u73af\u5883\u4e0b\u5c1d\u8bd5Apache Storm\u7684\u57fa\u672c\u8fd0\u884c&#8221;\u51e0\u4e4e\u662f\u76f8\u540c\u7684\u6b65\u9aa4\u3002<\/p>\n<ul class=\"post-ul\">storm\u672c\u4f53\u3092&#8221;\/usr\/local\/storm&#8221;\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ brew install wget\r\n$ cd \/usr\/local\/\r\n$ wget http:\/\/ftp.jaist.ac.jp\/pub\/apache\/storm\/apache-storm-0.10.0\/apache-storm-0.10.0.tar.gz\r\n\r\n$ tar zxvf apache-storm-0.10.0.tar.gz\r\n$ ln -s apache-storm-0.10.0 storm\r\n$ rm apache-storm-0.10.0.tar.gz\r\n<\/code><\/pre>\n<ul class=\"post-ul\">storm\u74b0\u5883\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002\uff08\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5148\u306b\u5fdc\u3058\u3066\u3001&#8221;storm.local.dir&#8221;\u3092\u5909\u66f4\u3057\u307e\u3059\uff09<\/ul>\n<pre class=\"post-pre\"><code>$ cd storm\/conf\r\n$ vi storm.yaml\r\n\r\n...(snip)\r\n\r\nstorm.zookeeper.servers:\r\n  - \"127.0.0.1\"\r\n\r\nstorm.local.dir: \"\/usr\/local\/storm\"\r\n\r\nnimbus.host: \"127.0.0.1\"\r\n\r\nsupervisor.slots.ports:\r\n    - 6700\r\n    - 6701\r\n    - 6702\r\n    - 6703\r\n<\/code><\/pre>\n<ul class=\"post-ul\">storm\u30b3\u30de\u30f3\u30c9\u304c\u7c21\u6613\u306b\u8d77\u52d5\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30d1\u30b9\u8a2d\u5b9a\u3092\u884c\u3063\u3066\u304a\u304d\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ vi $HOME\/.profile\r\n\r\n...(snip)\r\n\r\nexport PATH=$PATH:\/usr\/local\/storm\/bin\r\n<\/code><\/pre>\n<p>&#8220;Nimbus&#8221;\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>$ storm nimbus\r\nRunning: java -server -Ddaemon.name=nimbus -Dstorm.options= -Dstorm.home=\/usr\/local\/apache-storm-0.10.0 -Dstorm.log.dir=\/usr\/local\/apache-storm-0.10.0\/logs -Djava.library.path=\/usr\/local\/lib:\/opt\/local\/lib:\/usr\/lib -Dstorm.conf.file= -cp \/usr\/local\/apache-storm-0.10.0\/lib\/asm-4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/clojure-1.6.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/disruptor-2.10.4.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/hadoop-auth-2.4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/kryo-2.21.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-api-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-core-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-over-slf4j-1.6.6.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-slf4j-impl-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/minlog-1.2.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/reflectasm-1.07-shaded.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/servlet-api-2.5.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/slf4j-api-1.7.7.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/storm-core-0.10.0.jar:\/usr\/local\/storm\/conf -Xmx1024m -Dlogfile.name=nimbus.log -Dlog4j.configurationFile=\/usr\/local\/apache-storm-0.10.0\/log4j2\/cluster.xml backtype.storm.daemon.nimbus\r\n<\/code><\/pre>\n<p>&#8220;Supervisor&#8221;\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>$ storm supervisor\r\nRunning: java -server -Ddaemon.name=supervisor -Dstorm.options= -Dstorm.home=\/usr\/local\/apache-storm-0.10.0 -Dstorm.log.dir=\/usr\/local\/apache-storm-0.10.0\/logs -Djava.library.path=\/usr\/local\/lib:\/opt\/local\/lib:\/usr\/lib -Dstorm.conf.file= -cp \/usr\/local\/apache-storm-0.10.0\/lib\/asm-4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/clojure-1.6.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/disruptor-2.10.4.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/hadoop-auth-2.4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/kryo-2.21.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-api-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-core-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-over-slf4j-1.6.6.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-slf4j-impl-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/minlog-1.2.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/reflectasm-1.07-shaded.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/servlet-api-2.5.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/slf4j-api-1.7.7.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/storm-core-0.10.0.jar:\/usr\/local\/storm\/conf -Xmx256m -Dlogfile.name=supervisor.log -Dlog4j.configurationFile=\/usr\/local\/apache-storm-0.10.0\/log4j2\/cluster.xml backtype.storm.daemon.supervisor\r\n<\/code><\/pre>\n<p>&#8220;UI&#8221;\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>$ storm ui\r\nRunning: java -server -Ddaemon.name=ui -Dstorm.options= -Dstorm.home=\/usr\/local\/apache-storm-0.10.0 -Dstorm.log.dir=\/usr\/local\/apache-storm-0.10.0\/logs -Djava.library.path=\/usr\/local\/lib:\/opt\/local\/lib:\/usr\/lib -Dstorm.conf.file= -cp \/usr\/local\/apache-storm-0.10.0\/lib\/asm-4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/clojure-1.6.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/disruptor-2.10.4.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/hadoop-auth-2.4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/kryo-2.21.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-api-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-core-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-over-slf4j-1.6.6.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-slf4j-impl-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/minlog-1.2.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/reflectasm-1.07-shaded.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/servlet-api-2.5.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/slf4j-api-1.7.7.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/storm-core-0.10.0.jar:\/usr\/local\/apache-storm-0.10.0:\/usr\/local\/storm\/conf -Xmx768m -Dlogfile.name=ui.log -Dlog4j.configurationFile=\/usr\/local\/apache-storm-0.10.0\/log4j2\/cluster.xml backtype.storm.ui.core\r\n<\/code><\/pre>\n<ul class=\"post-ul\">Strom Supervisor\u3067\u52d5\u4f5c\u3055\u305b\u308b&#8221;ExclamationTopology&#8221;\u74b0\u5883\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002sbt\u30b3\u30de\u30f3\u30c9\u3092\u7528\u3044\u305f\u30d3\u30eb\u30c9\u51e6\u7406\u304c\u5b8c\u4e86\u3057\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ git clone https:\/\/github.com\/ttsubo\/scala-storm-starter.git\r\n$ cd scala-storm-starter\/\r\n$ git checkout KafkaSpout\r\n$ sbt compile package assembly\r\n$ ls -l target\/scala-2.11\/\r\ntotal 34928\r\ndrwxr-xr-x  3 ttsubo  staff       102  2 19 18:26 cache\r\ndrwxr-xr-x  3 ttsubo  staff       102  2 20 13:29 classes\r\n-rw-r--r--  1 ttsubo  staff  17874229  2 20 17:28 scala-storm-starter-assembly-0.0.2-SNAPSHOT.jar\r\n-rw-r--r--  1 ttsubo  staff      7597  2 20 17:28 scala-storm-starter_2.11-0.0.2-SNAPSHOT.jar\r\ndrwxr-xr-x  2 ttsubo  staff        68  2 20 08:58 test-classes\r\n<\/code><\/pre>\n<h1>\u6211\u4f1a\u5728\u672c\u5730\u6a21\u5f0f\u4e0b\u5c1d\u8bd5\u4f7f\u7528&#8221;ExclamationTopology&#8221;\u3002<\/h1>\n<p>\u6211\u4eec\u6765\u786e\u8ba4\u4e00\u4e0b\u4f7f\u7528Apache Kafka\/Storm\u7684\u6d41\u5904\u7406\u7684\u8fd0\u884c\u56fe\u50cf\u3002\u8fd9\u53ea\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u7528\u6237\u5e94\u7528\u7a0b\u5e8f\uff0c\u6bcf\u79d2\u901a\u77e5\u4e00\u6b21\u5f53\u524d\u65f6\u95f4\uff0c\u6240\u4ee5\u6000\u7591\u662f\u5426\u53ef\u4ee5\u79f0\u4e4b\u4e3a\u6d41\u5904\u7406&#8230;<\/p>\n<ul class=\"post-ul\">\u5148\u307b\u3069\u914d\u5099\u3057\u305f\u3001Kafka\u306eProducer\u5074\u30b5\u30f3\u30d7\u30eb\u30a2\u30d7\u30ea&#8221;kafkaStorm_producer.py&#8221;\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ python kafkaStorm_producer.py \r\nIt is 09:36:12.434021\r\nIt is 09:36:13.457584\r\nIt is 09:36:14.460644\r\nIt is 09:36:15.464444\r\nIt is 09:36:16.469271\r\nIt is 09:36:17.472175\r\nIt is 09:36:18.478534\r\nIt is 09:36:19.485352\r\nIt is 09:36:20.489528\r\nIt is 09:36:21.491859\r\nIt is 09:36:22.498474\r\nIt is 09:36:23.505260\r\nIt is 09:36:24.507176\r\nIt is 09:36:25.513852\r\n\r\n... (snip)\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u7d9a\u3044\u3066\u3001\u5148\u307b\u3069\u3001&#8221;ExclamationTopology&#8221;\u74b0\u5883\u3092\u4f5c\u6210\u3057\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u3066\u3001&#8221;ExclamationTopology&#8221;\u3092\u30ed\u30fc\u30ab\u30eb\u30e2\u30fc\u30c9\u3067\u8d77\u52d5\u3057\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">kafka\u306etopic&#8221;kafkaStorm&#8221;\u306b\u4fdd\u7ba1\u3055\u308c\u305f\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf\u3092\u3001Storm\u5074\u306eSpout:word-spout\u304c\u53d6\u5f97\u3057\u3066\u3001\u305d\u306e\u3042\u3068\u3001Bolt:exclaim1\u304a\u3088\u3073\u3001Bolt:exclaim2\u3067\u306f\u3001Tuple\u3092\u53d7\u3051\u53d6\u308b\u3054\u3068\u306b\u3001&#8221;!!!&#8221;\u306e\u6587\u5b57\u5217\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ storm jar target\/scala-2.11\/scala-storm-starter-assembly-0.0.2-SNAPSHOT.jar storm.starter.topology.ExclamationTopology\r\n\r\n...(snip)\r\n7202 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout default [It is 09:36:12.434021]\r\n7203 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 4 TUPLE: source: word-spout:7, stream: default, id: {-2736707202019925397=8535453313544767994}, [It is 09:36:12.434021]\r\n7203 [Thread-24-exclaim1] INFO  b.s.d.executor - Processing received message FOR 4 TUPLE: source: word-spout:7, stream: default, id: {-2736707202019925397=8535453313544767994}, [It is 09:36:12.434021]\r\n7204 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout __ack_init [-2736707202019925397 8535453313544767994 7]\r\n7204 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [-2736707202019925397 8535453313544767994 7]\r\n7204 [Thread-24-exclaim1] INFO  b.s.d.task - Emitting: exclaim1 default [It is 09:36:12.434021!!!]\r\n7204 [Thread-16-__acker] INFO  b.s.d.executor - Processing received message FOR 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [-2736707202019925397 8535453313544767994 7]\r\n7205 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout default [It is 09:36:13.457584]\r\n7205 [Thread-16-__acker] INFO  b.s.d.executor - BOLT ack TASK: 1 TIME:  TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [-2736707202019925397 8535453313544767994 7]\r\n7205 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 2 TUPLE: source: word-spout:7, stream: default, id: {-7111756359690180959=8707010670879263031}, [It is 09:36:13.457584]\r\n7205 [Thread-16-__acker] INFO  b.s.d.executor - Execute done TUPLE source: word-spout:7, stream: __ack_init, id: {}, [-2736707202019925397 8535453313544767994 7] TASK: 1 DELTA: \r\n7205 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout __ack_init [-7111756359690180959 8707010670879263031 7]\r\n7205 [Thread-10-exclaim1] INFO  b.s.d.executor - Processing received message FOR 2 TUPLE: source: word-spout:7, stream: default, id: {-7111756359690180959=8707010670879263031}, [It is 09:36:13.457584]\r\n7205 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [-7111756359690180959 8707010670879263031 7]\r\n7205 [Thread-10-exclaim1] INFO  b.s.d.task - Emitting: exclaim1 default [It is 09:36:13.457584!!!]\r\n7205 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout default [It is 09:36:14.460644]\r\n7205 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 3 TUPLE: source: word-spout:7, stream: default, id: {6911314124032831513=2770314375009569340}, [It is 09:36:14.460644]\r\n7205 [Thread-10-exclaim1] INFO  b.s.d.executor - TRANSFERING tuple TASK: 6 TUPLE: source: exclaim1:2, stream: default, id: {-7111756359690180959=-7992097948249303649}, [It is 09:36:13.457584!!!]\r\n7205 [Thread-16-__acker] INFO  b.s.d.executor - Processing received message FOR 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [-7111756359690180959 8707010670879263031 7]\r\n7206 [Thread-10-exclaim1] INFO  b.s.d.task - Emitting: exclaim1 __ack_ack [-7111756359690180959 -1602198103229490008]\r\n7206 [Thread-16-__acker] INFO  b.s.d.executor - BOLT ack TASK: 1 TIME:  TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [-7111756359690180959 8707010670879263031 7]\r\n7206 [Thread-16-__acker] INFO  b.s.d.executor - Execute done TUPLE source: word-spout:7, stream: __ack_init, id: {}, [-7111756359690180959 8707010670879263031 7] TASK: 1 DELTA: \r\n7206 [Thread-10-exclaim1] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: exclaim1:2, stream: __ack_ack, id: {}, [-7111756359690180959 -1602198103229490008]\r\n7206 [Thread-14-exclaim1] INFO  b.s.d.executor - Processing received message FOR 3 TUPLE: source: word-spout:7, stream: default, id: {6911314124032831513=2770314375009569340}, [It is 09:36:14.460644]\r\n7206 [Thread-10-exclaim1] INFO  b.s.d.executor - BOLT ack TASK: 2 TIME:  TUPLE: source: word-spout:7, stream: default, id: {-7111756359690180959=8707010670879263031}, [It is 09:36:13.457584]\r\n7206 [Thread-14-exclaim1] INFO  b.s.d.task - Emitting: exclaim1 default [It is 09:36:14.460644!!!]\r\n7206 [Thread-10-exclaim1] INFO  b.s.d.executor - Execute done TUPLE source: word-spout:7, stream: default, id: {-7111756359690180959=8707010670879263031}, [It is 09:36:13.457584] TASK: 2 DELTA: \r\n7206 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout __ack_init [6911314124032831513 2770314375009569340 7]\r\n7206 [Thread-18-exclaim2] INFO  b.s.d.executor - Processing received message FOR 6 TUPLE: source: exclaim1:2, stream: default, id: {-7111756359690180959=-7992097948249303649}, [It is 09:36:13.457584!!!]\r\n7206 [Thread-14-exclaim1] INFO  b.s.d.executor - TRANSFERING tuple TASK: 6 TUPLE: source: exclaim1:3, stream: default, id: {6911314124032831513=6305416489060296620}, [It is 09:36:14.460644!!!]\r\n7206 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [6911314124032831513 2770314375009569340 7]\r\n7207 [Thread-18-exclaim2] INFO  b.s.d.task - Emitting: exclaim2 default [It is 09:36:13.457584!!!!!!]\r\n7207 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout default [It is 09:36:15.464444]\r\n7207 [Thread-18-exclaim2] INFO  b.s.d.task - Emitting: exclaim2 __ack_ack [-7111756359690180959 -7992097948249303649]\r\n7207 [Thread-14-exclaim1] INFO  b.s.d.task - Emitting: exclaim1 __ack_ack [6911314124032831513 8211035036717084048]\r\n7207 [Thread-14-exclaim1] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: exclaim1:3, stream: __ack_ack, id: {}, [6911314124032831513 8211035036717084048]\r\n7207 [Thread-18-exclaim2] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: exclaim2:6, stream: __ack_ack, id: {}, [-7111756359690180959 -7992097948249303649]\r\n7207 [Thread-16-__acker] INFO  b.s.d.executor - Processing received message FOR 1 TUPLE: source: exclaim1:2, stream: __ack_ack, id: {}, [-7111756359690180959 -1602198103229490008]\r\n7207 [Thread-14-exclaim1] INFO  b.s.d.executor - BOLT ack TASK: 3 TIME:  TUPLE: source: word-spout:7, stream: default, id: {6911314124032831513=2770314375009569340}, [It is 09:36:14.460644]\r\n7207 [Thread-18-exclaim2] INFO  b.s.d.executor - BOLT ack TASK: 6 TIME:  TUPLE: source: exclaim1:2, stream: default, id: {-7111756359690180959=-7992097948249303649}, [It is 09:36:13.457584!!!]\r\n7207 [Thread-16-__acker] INFO  b.s.d.executor - BOLT ack TASK: 1 TIME:  TUPLE: source: exclaim1:2, stream: __ack_ack, id: {}, [-7111756359690180959 -1602198103229490008]\r\n7207 [Thread-14-exclaim1] INFO  b.s.d.executor - Execute done TUPLE source: word-spout:7, stream: default, id: {6911314124032831513=2770314375009569340}, [It is 09:36:14.460644] TASK: 3 DELTA: \r\n7207 [Thread-18-exclaim2] INFO  b.s.d.executor - Execute done TUPLE source: exclaim1:2, stream: default, id: {-7111756359690180959=-7992097948249303649}, [It is 09:36:13.457584!!!] TASK: 6 DELTA: \r\n7207 [Thread-16-__acker] INFO  b.s.d.executor - Execute done TUPLE source: exclaim1:2, stream: __ack_ack, id: {}, [-7111756359690180959 -1602198103229490008] TASK: 1 DELTA: \r\n7207 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 4 TUPLE: source: word-spout:7, stream: default, id: {4141217291662411057=-1021888700141355268}, [It is 09:36:15.464444]\r\n7207 [Thread-18-exclaim2] INFO  b.s.d.executor - Processing received message FOR 6 TUPLE: source: exclaim1:3, stream: default, id: {6911314124032831513=6305416489060296620}, [It is 09:36:14.460644!!!]\r\n7208 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout __ack_init [4141217291662411057 -1021888700141355268 7]\r\n7207 [Thread-16-__acker] INFO  b.s.d.executor - Processing received message FOR 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [6911314124032831513 2770314375009569340 7]\r\n7208 [Thread-18-exclaim2] INFO  b.s.d.task - Emitting: exclaim2 default [It is 09:36:14.460644!!!!!!]\r\n7208 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [4141217291662411057 -1021888700141355268 7]\r\n7208 [Thread-16-__acker] INFO  b.s.d.executor - BOLT ack TASK: 1 TIME:  TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [6911314124032831513 2770314375009569340 7]\r\n7208 [Thread-18-exclaim2] INFO  b.s.d.task - Emitting: exclaim2 __ack_ack [6911314124032831513 6305416489060296620]\r\n7208 [Thread-16-__acker] INFO  b.s.d.executor - Execute done TUPLE source: word-spout:7, stream: __ack_init, id: {}, [6911314124032831513 2770314375009569340 7] TASK: 1 DELTA: \r\n7208 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout default [It is 09:36:16.469271]\r\n7208 [Thread-16-__acker] INFO  b.s.d.executor - Processing received message FOR 1 TUPLE: source: exclaim2:6, stream: __ack_ack, id: {}, [-7111756359690180959 -7992097948249303649]\r\n7208 [Thread-18-exclaim2] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: exclaim2:6, stream: __ack_ack, id: {}, [6911314124032831513 6305416489060296620]\r\n7208 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 2 TUPLE: source: word-spout:7, stream: default, id: {3052868074563147181=3745382070922932756}, [It is 09:36:16.469271]\r\n7208 [Thread-18-exclaim2] INFO  b.s.d.executor - BOLT ack TASK: 6 TIME:  TUPLE: source: exclaim1:3, stream: default, id: {6911314124032831513=6305416489060296620}, [It is 09:36:14.460644!!!]\r\n7209 [Thread-16-__acker] INFO  b.s.d.task - Emitting direct: 7; __acker __ack_ack [-7111756359690180959]\r\n7209 [Thread-18-exclaim2] INFO  b.s.d.executor - Execute done TUPLE source: exclaim1:3, stream: default, id: {6911314124032831513=6305416489060296620}, [It is 09:36:14.460644!!!] TASK: 6 DELTA: \r\n7209 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout __ack_init [3052868074563147181 3745382070922932756 7]\r\n7209 [Thread-10-exclaim1] INFO  b.s.d.executor - Processing received message FOR 2 TUPLE: source: word-spout:7, stream: default, id: {3052868074563147181=3745382070922932756}, [It is 09:36:16.469271]\r\n7209 [Thread-16-__acker] INFO  b.s.d.executor - TRANSFERING tuple TASK: 7 TUPLE: source: __acker:1, stream: __ack_ack, id: {}, [-7111756359690180959]\r\n7209 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [3052868074563147181 3745382070922932756 7]\r\n7209 [Thread-16-__acker] INFO  b.s.d.executor - BOLT ack TASK: 1 TIME:  TUPLE: source: exclaim2:6, stream: __ack_ack, id: {}, [-7111756359690180959 -7992097948249303649]\r\n7209 [Thread-10-exclaim1] INFO  b.s.d.task - Emitting: exclaim1 default [It is 09:36:16.469271!!!]\r\n7209 [Thread-12-word-spout] INFO  b.s.d.executor - Processing received message FOR 7 TUPLE: source: __acker:1, stream: __ack_ack, id: {}, [-7111756359690180959]\r\n7209 [Thread-10-exclaim1] INFO  b.s.d.executor - TRANSFERING tuple TASK: 5 TUPLE: source: exclaim1:2, stream: default, id: {3052868074563147181=-6638282129905823771}, [It is 09:36:16.469271!!!]\r\n7209 [Thread-16-__acker] INFO  b.s.d.executor - Execute done TUPLE source: exclaim2:6, stream: __ack_ack, id: {}, [-7111756359690180959 -7992097948249303649] TASK: 1 DELTA: \r\n7209 [Thread-10-exclaim1] INFO  b.s.d.task - Emitting: exclaim1 __ack_ack [3052868074563147181 -8063043445652341263]\r\n7209 [Thread-16-__acker] INFO  b.s.d.executor - Processing received message FOR 1 TUPLE: source: exclaim1:3, stream: __ack_ack, id: {}, [6911314124032831513 8211035036717084048]\r\n7209 [Thread-10-exclaim1] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: exclaim1:2, stream: __ack_ack, id: {}, [3052868074563147181 -8063043445652341263]\r\n7209 [Thread-16-__acker] INFO  b.s.d.executor - BOLT ack TASK: 1 TIME:  TUPLE: source: exclaim1:3, stream: __ack_ack, id: {}, [6911314124032831513 8211035036717084048]\r\n7209 [Thread-10-exclaim1] INFO  b.s.d.executor - BOLT ack TASK: 2 TIME:  TUPLE: source: word-spout:7, stream: default, id: {3052868074563147181=3745382070922932756}, [It is 09:36:16.469271]\r\n7209 [Thread-12-word-spout] INFO  b.s.d.executor - SPOUT Acking message -7111756359690180959 storm.kafka.PartitionManager$KafkaMessageId@2e10053a\r\n7209 [Thread-10-exclaim1] INFO  b.s.d.executor - Execute done TUPLE source: word-spout:7, stream: default, id: {3052868074563147181=3745382070922932756}, [It is 09:36:16.469271] TASK: 2 DELTA: \r\n7209 [Thread-16-__acker] INFO  b.s.d.executor - Execute done TUPLE source: exclaim1:3, stream: __ack_ack, id: {}, [6911314124032831513 8211035036717084048] TASK: 1 DELTA: \r\n7210 [Thread-16-__acker] INFO  b.s.d.executor - Processing received message FOR 1 TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [4141217291662411057 -1021888700141355268 7]\r\n7210 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout default [It is 09:36:17.472175]\r\n7210 [Thread-22-exclaim2] INFO  b.s.d.executor - Processing received message FOR 5 TUPLE: source: exclaim1:2, stream: default, id: {3052868074563147181=-6638282129905823771}, [It is 09:36:16.469271!!!]\r\n7210 [Thread-12-word-spout] INFO  b.s.d.executor - TRANSFERING tuple TASK: 3 TUPLE: source: word-spout:7, stream: default, id: {-7091949305103491056=3997162068754701889}, [It is 09:36:17.472175]\r\n7210 [Thread-16-__acker] INFO  b.s.d.executor - BOLT ack TASK: 1 TIME:  TUPLE: source: word-spout:7, stream: __ack_init, id: {}, [4141217291662411057 -1021888700141355268 7]\r\n7210 [Thread-22-exclaim2] INFO  b.s.d.task - Emitting: exclaim2 default [It is 09:36:16.469271!!!!!!]\r\n7210 [Thread-16-__acker] INFO  b.s.d.executor - Execute done TUPLE source: word-spout:7, stream: __ack_init, id: {}, [4141217291662411057 -1021888700141355268 7] TASK: 1 DELTA: \r\n7210 [Thread-12-word-spout] INFO  b.s.d.task - Emitting: word-spout __ack_init [-7091949305103491056 3997162068754701889 7]\r\n7210 [Thread-22-exclaim2] INFO  b.s.d.task - Emitting: exclaim2 __ack_ack [3052868074563147181 -6638282129905823771]\r\n7211 [Thread-16-__acker] INFO  b.s.d.executor - Processing received message FOR 1 TUPLE: source: exclaim2:6, stream: __ack_ack, id: {}, [6911314124032831513 6305416489060296620]\r\n7211 [Thread-24-exclaim1] INFO  b.s.d.executor - TRANSFERING tuple TASK: 6 TUPLE: source: exclaim1:4, stream: default, id: {-2736707202019925397=8147493952586947714}, [It is 09:36:12.434021!!!]\r\n7211 [Thread-22-exclaim2] INFO  b.s.d.executor - TRANSFERING tuple TASK: 1 TUPLE: source: exclaim2:5, stream: __ack_ack, id: {}, [3052868074563147181 -6638282129905823771]\r\n7211 [Thread-16-__acker] INFO  b.s.d.task - Emitting direct: 7; __acker __ack_ack [6911314124032831513]\r\n7211 [Thread-24-exclaim1] INFO  b.s.d.task - Emitting: exclaim1 __ack_ack [-2736707202019925397 533028969185990008]\r\n7211 [Thread-22-exclaim2] INFO  b.s.d.executor - BOLT ack TASK: 5 TIME:  TUPLE: source: exclaim1:2, stream: default, id: {3052868074563147181=-6638282129905823771}, [It is 09:36:16.469271!!!]\r\n7211 [Thread-14-exclaim1] INFO  b.s.d.executor - Processing received message FOR 3 TUPLE: source: word-spout:7, stream: default, id: {-7091949305103491056=3997162068754701889}, [It is 09:36:17.472175]\r\n7211 [Thread-16-__acker] INFO  b.s.d.executor - TRANSFERING tuple TASK: 7 TUPLE: source: __acker:1, stream: __ack_ack, id: {}, [6911314124032831513]\r\n7211 [Thread-18-exclaim2] INFO  b.s.d.executor - Processing received message FOR 6 TUPLE: source: exclaim1:4, stream: default, id: {-2736707202019925397=8147493952586947714}, [It is 09:36:12.434021!!!]\r\n7211 [Thread-22-exclaim2] INFO  b.s.d.executor - Execute done TUPLE source: exclaim1:2, stream: default, id: {3052868074563147181=-6638282129905823771}, [It is 09:36:16.469271!!!] TASK: 5 DELTA: \r\n7211 [Thread-18-exclaim2] INFO  b.s.d.task - Emitting: exclaim2 default [It is 09:36:12.434021!!!!!!]\r\n\r\n...(snip)\r\n<\/code><\/pre>\n<p>\u975e\u5e38\u96be\u61c2, \u4f46\u5728word-spout\u4e2d\u5904\u7406\u4e86[It is 09:36:12.434021]\uff0c\u7136\u540e\u5728exclaim1\u4e2d\u5904\u7406\u4e86[It is 09:36:12.434021!!!]\uff0c\u518d\u7136\u540e\u5728exclaim2\u4e2d\u5904\u7406\u4e86[It is 09:36:12.434021!!!!!!]\uff0c\u53ef\u4ee5\u786e\u8ba4\u8fd9\u4e2a\u8fc7\u7a0b\u3002<\/p>\n<h1>\u4ee5\u8fdc\u7a0b\u6a21\u5f0f\u5c1d\u8bd5\u201cExclamationTopology\u201d\u3002<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5f15\u304d\u7d9a\u304d\u3001&#8221;ExclamationTopology&#8221;\u3092\u30ea\u30e2\u30fc\u30c8\u30e2\u30fc\u30c9\u3067\u52d5\u4f5c\u3055\u305b\u3066\u307f\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4eca\u56de\u306f\u3001\u30c8\u30dd\u30ed\u30b8\u540d\u3068\u3057\u3066\u3001&#8221;ExclamationTopology&#8221;\u3068\u3057\u3066Topogy\u3092\u52d5\u4f5c\u3055\u305b\u307e\u3057\u305f\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ storm jar target\/scala-2.11\/scala-storm-starter-assembly-0.0.2-SNAPSHOT.jar storm.starter.topology.ExclamationTopology ExclamationTopology\r\nRunning: java -client -Ddaemon.name= -Dstorm.options= -Dstorm.home=\/usr\/local\/apache-storm-0.10.0 -Dstorm.log.dir=\/usr\/local\/apache-storm-0.10.0\/logs -Djava.library.path=\/usr\/local\/lib:\/opt\/local\/lib:\/usr\/lib -Dstorm.conf.file= -cp \/usr\/local\/apache-storm-0.10.0\/lib\/asm-4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/clojure-1.6.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/disruptor-2.10.4.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/hadoop-auth-2.4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/kryo-2.21.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-api-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-core-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-over-slf4j-1.6.6.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-slf4j-impl-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/minlog-1.2.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/reflectasm-1.07-shaded.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/servlet-api-2.5.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/slf4j-api-1.7.7.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/storm-core-0.10.0.jar:target\/scala-2.11\/scala-storm-starter-assembly-0.0.2-SNAPSHOT.jar:\/usr\/local\/storm\/conf:\/usr\/local\/apache-storm-0.10.0\/bin -Dstorm.jar=target\/scala-2.11\/scala-storm-starter-assembly-0.0.2-SNAPSHOT.jar storm.starter.topology.ExclamationTopology ExclamationTopology\r\n438  [main] INFO  b.s.u.Utils - Using defaults.yaml from resources\r\n495  [main] INFO  b.s.u.Utils - Using storm.yaml from resources\r\n521  [main] INFO  b.s.u.Utils - Using defaults.yaml from resources\r\n529  [main] INFO  b.s.u.Utils - Using storm.yaml from resources\r\n531  [main] INFO  b.s.StormSubmitter - Generated ZooKeeper secret payload for MD5-digest: -6085723166361804975:-8023199696530217358\r\n532  [main] INFO  b.s.s.a.AuthUtils - Got AutoCreds []\r\n548  [main] INFO  b.s.u.StormBoundedExponentialBackoffRetry - The baseSleepTimeMs [2000] the maxSleepTimeMs [60000] the maxRetries [5]\r\n561  [main] INFO  b.s.u.StormBoundedExponentialBackoffRetry - The baseSleepTimeMs [2000] the maxSleepTimeMs [60000] the maxRetries [5]\r\n580  [main] INFO  b.s.u.StormBoundedExponentialBackoffRetry - The baseSleepTimeMs [2000] the maxSleepTimeMs [60000] the maxRetries [5]\r\n586  [main] INFO  b.s.StormSubmitter - Uploading topology jar target\/scala-2.11\/scala-storm-starter-assembly-0.0.2-SNAPSHOT.jar to assigned location: \/usr\/local\/storm\/nimbus\/inbox\/stormjar-e9d58ebd-0ec2-49df-8745-fcf9f931dd47.jar\r\n733  [main] INFO  b.s.StormSubmitter - Successfully uploaded topology jar to assigned location: \/usr\/local\/storm\/nimbus\/inbox\/stormjar-e9d58ebd-0ec2-49df-8745-fcf9f931dd47.jar\r\n733  [main] INFO  b.s.StormSubmitter - Submitting topology ExclamationTopology in distributed mode with conf {\"storm.zookeeper.topology.auth.scheme\":\"digest\",\"storm.zookeeper.topology.auth.payload\":\"-6085723166361804975:-8023199696530217358\",\"topology.workers\":3,\"topology.debug\":true}\r\n889  [main] INFO  b.s.StormSubmitter - Finished submitting topology: ExclamationTopology\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7bda913a08637a69a820\/45-0.png\" alt=\"Topology_summary.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7bda913a08637a69a820\/46-0.png\" alt=\"Topology_detail.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7bda913a08637a69a820\/47-0.png\" alt=\"TopologyVisualization.png\" \/><\/div>\n<ul class=\"post-ul\">\u6700\u5f8c\u306b\u3001\u30ea\u30e2\u30fc\u30c8\u30e2\u30fc\u30c9\u3067\u52d5\u4f5c\u4e2d\u306e\u3001&#8221;ExclamationTopology&#8221;\u30c8\u30dd\u30ed\u30b8\u3092\u505c\u6b62\u3055\u305b\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code>$ storm kill ExclamationTopology\r\nRunning: java -client -Ddaemon.name= -Dstorm.options= -Dstorm.home=\/usr\/local\/apache-storm-0.10.0 -Dstorm.log.dir=\/usr\/local\/apache-storm-0.10.0\/logs -Djava.library.path=\/usr\/local\/lib:\/opt\/local\/lib:\/usr\/lib -Dstorm.conf.file= -cp \/usr\/local\/apache-storm-0.10.0\/lib\/asm-4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/clojure-1.6.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/disruptor-2.10.4.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/hadoop-auth-2.4.0.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/kryo-2.21.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-api-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-core-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-over-slf4j-1.6.6.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/log4j-slf4j-impl-2.1.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/minlog-1.2.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/reflectasm-1.07-shaded.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/servlet-api-2.5.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/slf4j-api-1.7.7.jar:\/usr\/local\/apache-storm-0.10.0\/lib\/storm-core-0.10.0.jar:\/usr\/local\/storm\/conf:\/usr\/local\/apache-storm-0.10.0\/bin backtype.storm.command.kill_topology ExclamationTopology\r\n1157 [main] INFO  b.s.u.Utils - Using defaults.yaml from resources\r\n1215 [main] INFO  b.s.u.Utils - Using storm.yaml from resources\r\n1651 [main] INFO  b.s.u.Utils - Using defaults.yaml from resources\r\n1661 [main] INFO  b.s.u.Utils - Using storm.yaml from resources\r\n1672 [main] INFO  b.s.thrift - Connecting to Nimbus at 127.0.0.1:6627 as user: \r\n1672 [main] INFO  b.s.u.Utils - Using defaults.yaml from resources\r\n1678 [main] INFO  b.s.u.Utils - Using storm.yaml from resources\r\n1691 [main] INFO  b.s.u.StormBoundedExponentialBackoffRetry - The baseSleepTimeMs [2000] the maxSleepTimeMs [60000] the maxRetries [5]\r\n1736 [main] INFO  b.s.c.kill-topology - Killed topology: ExclamationTopology\r\n<\/code><\/pre>\n<h1>\u2b1b\ufe0e \u5bf9\u4e8eApache Kafka\/Storm\u7684\u534f\u540c\u4f7f\u7528\u8fdb\u884c\u7b80\u8981\u89e3\u91ca<\/h1>\n<p>\u5728Apache Kafka\/Storm\u8054\u5408\u4e2d\uff0c\u82e5\u8981\u5728Storm\u7aef\u4eceKafka\u4e3b\u9898\u201ckafkaStorm\u201d\u4e0a\u6d88\u8d39\u6d41\u6570\u636e\uff0c\u9700\u8981\u5728ExclamationTopology\u4e2d\u5b9a\u4e49KafkaSpout\u65b9\u6cd5\u7684\u8fd0\u884c\u6761\u4ef6\u3002\u987a\u4fbf\u63d0\u4e00\u4e0b\uff0cKafkaSpout\u65b9\u6cd5\u53ef\u4ee5\u5728\u8fd9\u4e2aGithub\u4ed3\u5e93\uff08Github: apache\/storm\uff09\u4e2d\u627e\u5230\u3002<br \/>\n\u6b64\u5916\uff0c\u4e3a\u4e86\u80fd\u591f\u5c06KafkaSpout\u7684\u8fd0\u884c\u6761\u4ef6\u5b58\u50a8\u5728Zookeeper\u7684\u5206\u5e03\u5f0f\u952e\u503c\u5b58\u50a8\u4e2d\uff0c\u8fd8\u9700\u8981\u8fdb\u884c\u4e0eZooKeeper\u76f8\u5173\u7684\u914d\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">package<\/span> <span class=\"nn\">storm.starter.topology<\/span>\r\n\r\n<span class=\"k\">import<\/span> <span class=\"nn\">backtype.storm.<\/span><span class=\"o\">{<\/span> <span class=\"nc\">Config<\/span><span class=\"o\">,<\/span> <span class=\"nc\">LocalCluster<\/span><span class=\"o\">,<\/span> <span class=\"nc\">StormSubmitter<\/span> <span class=\"o\">}<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"nn\">backtype.storm.testing.TestWordSpout<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"nn\">backtype.storm.topology.TopologyBuilder<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"nn\">backtype.storm.utils.Utils<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"nn\">storm.kafka.<\/span><span class=\"o\">{<\/span><span class=\"nc\">KafkaSpout<\/span><span class=\"o\">,<\/span> <span class=\"nc\">SpoutConfig<\/span><span class=\"o\">,<\/span> <span class=\"nc\">ZkHosts<\/span><span class=\"o\">,<\/span> <span class=\"nc\">StringScheme<\/span><span class=\"o\">}<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"nn\">backtype.storm.spout.SchemeAsMultiScheme<\/span>\r\n\r\n<span class=\"k\">object<\/span> <span class=\"nc\">ExclamationTopology<\/span> <span class=\"o\">{<\/span>\r\n  <span class=\"k\">def<\/span> <span class=\"nf\">main<\/span><span class=\"o\">(<\/span><span class=\"n\">args<\/span><span class=\"k\">:<\/span> <span class=\"kt\">Array<\/span><span class=\"o\">[<\/span><span class=\"kt\">String<\/span><span class=\"o\">])<\/span> <span class=\"o\">{<\/span>\r\n    <span class=\"k\">import<\/span> <span class=\"nn\">storm.starter.bolt.ExclamationBolt<\/span>\r\n\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">builder<\/span><span class=\"k\">:<\/span> <span class=\"kt\">TopologyBuilder<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">TopologyBuilder<\/span><span class=\"o\">()<\/span>\r\n\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">topic<\/span> <span class=\"k\">=<\/span> <span class=\"s\">\"kafkaStorm\"<\/span>\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">kafkaZkConnect<\/span> <span class=\"k\">=<\/span> <span class=\"s\">\"127.0.0.1:2181\"<\/span>\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">zkHosts<\/span> <span class=\"k\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">ZkHosts<\/span><span class=\"o\">(<\/span><span class=\"n\">kafkaZkConnect<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"\/brokers\"<\/span><span class=\"o\">)<\/span>\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">zkRoot<\/span> <span class=\"k\">=<\/span> <span class=\"s\">\"\/kafkastorm\"<\/span>\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">zkSpoutId<\/span> <span class=\"k\">=<\/span> <span class=\"s\">\"kafka-spout\"<\/span>\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">kafkaConfig<\/span> <span class=\"k\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">SpoutConfig<\/span><span class=\"o\">(<\/span><span class=\"n\">zkHosts<\/span><span class=\"o\">,<\/span> <span class=\"n\">topic<\/span><span class=\"o\">,<\/span> <span class=\"n\">zkRoot<\/span><span class=\"o\">,<\/span> <span class=\"n\">zkSpoutId<\/span><span class=\"o\">)<\/span>\r\n    <span class=\"nv\">kafkaConfig<\/span><span class=\"o\">.<\/span><span class=\"py\">scheme<\/span> <span class=\"k\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">SchemeAsMultiScheme<\/span><span class=\"o\">(<\/span><span class=\"k\">new<\/span> <span class=\"nc\">StringScheme<\/span><span class=\"o\">());<\/span>\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">kafkaSpout<\/span> <span class=\"k\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">KafkaSpout<\/span><span class=\"o\">(<\/span><span class=\"n\">kafkaConfig<\/span><span class=\"o\">)<\/span>\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">kafkaSpoutId<\/span> <span class=\"k\">=<\/span> <span class=\"s\">\"word-spout\"<\/span>\r\n    <span class=\"nv\">builder<\/span><span class=\"o\">.<\/span><span class=\"py\">setSpout<\/span><span class=\"o\">(<\/span><span class=\"n\">kafkaSpoutId<\/span><span class=\"o\">,<\/span> <span class=\"n\">kafkaSpout<\/span><span class=\"o\">)<\/span>\r\n\r\n    <span class=\"nv\">builder<\/span><span class=\"o\">.<\/span><span class=\"py\">setBolt<\/span><span class=\"o\">(<\/span><span class=\"s\">\"exclaim1\"<\/span><span class=\"o\">,<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">ExclamationBolt<\/span><span class=\"o\">(),<\/span> <span class=\"mi\">3<\/span><span class=\"o\">).<\/span><span class=\"py\">shuffleGrouping<\/span><span class=\"o\">(<\/span><span class=\"n\">kafkaSpoutId<\/span><span class=\"o\">)<\/span>\r\n    <span class=\"nv\">builder<\/span><span class=\"o\">.<\/span><span class=\"py\">setBolt<\/span><span class=\"o\">(<\/span><span class=\"s\">\"exclaim2\"<\/span><span class=\"o\">,<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">ExclamationBolt<\/span><span class=\"o\">(),<\/span> <span class=\"mi\">2<\/span><span class=\"o\">).<\/span><span class=\"py\">shuffleGrouping<\/span><span class=\"o\">(<\/span><span class=\"s\">\"exclaim1\"<\/span><span class=\"o\">)<\/span>\r\n\r\n    <span class=\"k\">val<\/span> <span class=\"nv\">config<\/span> <span class=\"k\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">Config<\/span><span class=\"o\">()<\/span>\r\n    <span class=\"nv\">config<\/span><span class=\"o\">.<\/span><span class=\"py\">setDebug<\/span><span class=\"o\">(<\/span><span class=\"kc\">true<\/span><span class=\"o\">)<\/span>\r\n\r\n    <span class=\"nf\">if<\/span> <span class=\"o\">(<\/span><span class=\"n\">args<\/span> <span class=\"o\">!=<\/span> <span class=\"kc\">null<\/span> <span class=\"o\">&amp;&amp;<\/span> <span class=\"nv\">args<\/span><span class=\"o\">.<\/span><span class=\"py\">length<\/span> <span class=\"o\">&gt;<\/span> <span class=\"mi\">0<\/span><span class=\"o\">)<\/span> <span class=\"o\">{<\/span>\r\n      <span class=\"nv\">config<\/span><span class=\"o\">.<\/span><span class=\"py\">setNumWorkers<\/span><span class=\"o\">(<\/span><span class=\"mi\">3<\/span><span class=\"o\">)<\/span>\r\n      <span class=\"nv\">StormSubmitter<\/span><span class=\"o\">.<\/span><span class=\"py\">submitTopology<\/span><span class=\"o\">(<\/span><span class=\"nf\">args<\/span><span class=\"o\">(<\/span><span class=\"mi\">0<\/span><span class=\"o\">),<\/span> <span class=\"n\">config<\/span><span class=\"o\">,<\/span> <span class=\"nv\">builder<\/span><span class=\"o\">.<\/span><span class=\"py\">createTopology<\/span><span class=\"o\">())<\/span>\r\n    <span class=\"o\">}<\/span> <span class=\"k\">else<\/span> <span class=\"o\">{<\/span>\r\n      <span class=\"k\">val<\/span> <span class=\"nv\">cluster<\/span><span class=\"k\">:<\/span> <span class=\"kt\">LocalCluster<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">LocalCluster<\/span><span class=\"o\">()<\/span>\r\n      <span class=\"nv\">cluster<\/span><span class=\"o\">.<\/span><span class=\"py\">submitTopology<\/span><span class=\"o\">(<\/span><span class=\"s\">\"ExclamationTopology\"<\/span><span class=\"o\">,<\/span> <span class=\"n\">config<\/span><span class=\"o\">,<\/span> <span class=\"nv\">builder<\/span><span class=\"o\">.<\/span><span class=\"py\">createTopology<\/span><span class=\"o\">())<\/span>\r\n      <span class=\"nv\">Utils<\/span><span class=\"o\">.<\/span><span class=\"py\">sleep<\/span><span class=\"o\">(<\/span><span class=\"mi\">5000<\/span><span class=\"o\">)<\/span>\r\n      <span class=\"nv\">cluster<\/span><span class=\"o\">.<\/span><span class=\"py\">killTopology<\/span><span class=\"o\">(<\/span><span class=\"s\">\"ExclamationTopology\"<\/span><span class=\"o\">)<\/span>\r\n      <span class=\"nv\">cluster<\/span><span class=\"o\">.<\/span><span class=\"py\">shutdown<\/span><span class=\"o\">()<\/span>\r\n    <span class=\"o\">}<\/span>\r\n  <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<h1>\u2b1b\ufe0e \u7ed3\u675f<\/h1>\n<p>\u6211\u8bbe\u6cd5\u786e\u8ba4\u4e86\u4f7f\u7528Apache Kafka\/Storm\u534f\u540c\u5904\u7406\u7684\u6d41\u5904\u7406\u64cd\u4f5c\u7684\u5de5\u4f5c\u539f\u7406\u3002\u7136\u800c\uff0c\u7531\u4e8e\u6d89\u53ca\u5230\u591a\u79cdApache Kafka\/Storm\u534f\u540c\u5904\u7406\u7684\u6280\u672f\u8981\u7d20\uff0c\u56e0\u6b64\u6280\u672f\u7684\u638c\u63e1\u4f3c\u4e4e\u5e76\u4e0d\u5bb9\u6613\u3002\u5728\u8fd9\u91cc\u6ca1\u6709\u63d0\u53ca\uff0c\u4f46\u5728Apache Kafka\/Storm\u534f\u540c\u5904\u7406\u4e2d\uff0c\u4e5f\u9700\u8981\u4e86\u89e3\u5230Apache ZooKeeper\u7684\u6280\u672f\u77e5\u8bc6\u3002<br \/>\n\u6b64\u5916\uff0c\u6211\u53d1\u73b0\u8981\u60f3\u5b9e\u73b0Apache Kafka\/Storm\u534f\u540c\u5904\u7406\u96c6\u7fa4\u8fd0\u7ef4\uff0c\u9700\u8981\u638c\u63e1\u7684\u6280\u672f\u77e5\u8bc6\u5c06\u53d8\u5f97\u975e\u5e38\u5e9e\u5927\u3002\u5e0c\u671b\u80fd\u591f\u51fa\u7248\u4e00\u672c\u6db5\u76d6\u8fd9\u4e9b\u5185\u5bb9\u7684\u89e3\u91ca\u624b\u518c\u3002<br \/>\n\u8fd9\u6b21\u5c31\u5230\u8fd9\u91cc\u3002<\/p>\n<h1>\u6839\u636e\u539f\u6587<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Storm Kafka Integration<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Integrating Kafka and Storm: Code Examples and State of the Game<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">https:\/\/github.com\/apache\/storm\/tree\/master\/external\/storm-kafka<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u4eec\u5df2\u7ecf\u5bf9Apache Storm\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002 Mac OS X\u74b0\u5883\u3067\u3001Apache Storm\u306e [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46989","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5c1d\u8bd5\u4f7f\u7528Apache Kafka\/Storm\u8fdb\u884c\u534f\u4f5c - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5c1d\u8bd5\u4f7f\u7528apache-kafka-storm\u8fdb\u884c\u534f\u4f5c\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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