Created
July 18, 2014 09:45
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Storm starter for clojure.
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;; Licensed to the Apache Software Foundation (ASF) under one | |
;; or more contributor license agreements. See the NOTICE file | |
;; distributed with this work for additional information | |
;; regarding copyright ownership. The ASF licenses this file | |
;; to you under the Apache License, Version 2.0 (the | |
;; "License"); you may not use this file except in compliance | |
;; with the License. You may obtain a copy of the License at | |
;; | |
;; http://www.apache.org/licenses/LICENSE-2.0 | |
;; | |
;; Unless required by applicable law or agreed to in writing, software | |
;; distributed under the License is distributed on an "AS IS" BASIS, | |
;; WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
;; See the License for the specific language governing permissions and | |
;; limitations under the License. | |
(ns storm.starter.clj.word-count | |
(:import [backtype.storm StormSubmitter LocalCluster]) | |
(:use [backtype.storm clojure config]) | |
(:gen-class)) | |
(defspout sentence-spout ["sentence"] | |
[conf context collector] | |
(let [sentences ["a little brown dog" | |
"the man petted the dog" | |
"four score and seven years ago" | |
"an apple a day keeps the doctor away"]] | |
(spout | |
(nextTuple [] | |
(Thread/sleep 100) | |
(emit-spout! collector [(rand-nth sentences)]) | |
) | |
(ack [id] | |
;; You only need to define this method for reliable spouts | |
;; (such as one that reads off of a queue like Kestrel) | |
;; This is an unreliable spout, so it does nothing here | |
)))) | |
(defspout sentence-spout-parameterized ["word"] {:params [sentences] :prepare false} | |
[collector] | |
(Thread/sleep 500) | |
(emit-spout! collector [(rand-nth sentences)])) | |
(defbolt split-sentence ["word"] [tuple collector] | |
(let [words (.split (.getString tuple 0) " ")] | |
(doseq [w words] | |
(emit-bolt! collector [w] :anchor tuple)) | |
(ack! collector tuple) | |
)) | |
(defbolt word-count ["word" "count"] {:prepare true} | |
[conf context collector] | |
(let [counts (atom {})] | |
(bolt | |
(execute [tuple] | |
(let [word (.getString tuple 0)] | |
(swap! counts (partial merge-with +) {word 1}) | |
(emit-bolt! collector [word (@counts word)] :anchor tuple) | |
(ack! collector tuple) | |
))))) | |
(defn mk-topology [] | |
(topology | |
{"1" (spout-spec sentence-spout) | |
"2" (spout-spec (sentence-spout-parameterized | |
["the cat jumped over the door" | |
"greetings from a faraway land"]) | |
:p 2)} | |
{"3" (bolt-spec {"1" :shuffle "2" :shuffle} | |
split-sentence | |
:p 5) | |
"4" (bolt-spec {"3" ["word"]} | |
word-count | |
:p 6)})) | |
(defn run-local! [] | |
(let [cluster (LocalCluster.)] | |
(.submitTopology cluster "word-count" {TOPOLOGY-DEBUG true} (mk-topology)) | |
(Thread/sleep 10000) | |
(.shutdown cluster) | |
)) | |
(defn submit-topology! [name] | |
(StormSubmitter/submitTopology | |
name | |
{TOPOLOGY-DEBUG true | |
TOPOLOGY-WORKERS 3} | |
(mk-topology))) | |
(defn -main | |
([] | |
(run-local!)) | |
([name] | |
(submit-topology! name))) |
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