Created
April 13, 2017 22:25
-
-
Save adriaanm/b0104d88ba86e918d4464ce30b829606 to your computer and use it in GitHub Desktop.
Revisions
-
adriaanm created this gist
Apr 13, 2017 .There are no files selected for viewing
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,74 @@ /* * 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. */ import org.apache.kafka.clients.consumer.ConsumerConfig import org.apache.kafka.common.serialization.Serdes import org.apache.kafka.streams.KafkaStreams import org.apache.kafka.streams.KeyValue import org.apache.kafka.streams.StreamsConfig import org.apache.kafka.streams.kstream.KStreamBuilder import org.apache.kafka.streams.kstream.KStream import org.apache.kafka.streams.kstream.KTable import java.util.{Locale, Properties} /** * Demonstrates, using the high-level KStream DSL, how to implement the WordCount program * that computes a simple word occurrence histogram from an input text. * * In this example, the input stream reads from a topic named "streams-file-input", where the values of messages * represent lines of text; and the histogram output is written to topic "streams-wordcount-output" where each record * is an updated count of a single word. * * Before running this example you must create the input topic and the output topic (e.g. via * bin/kafka-topics.sh --create ...), and write some data to the input topic (e.g. via * bin/kafka-console-producer.sh). Otherwise you won't see any data arriving in the output topic. */ object WordCountDemoScala { def main(args: Array[String]): Unit = { val props = new Properties props.put(StreamsConfig.APPLICATION_ID_CONFIG, "streams-wordcount") props.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "localhost:9092") props.put(StreamsConfig.KEY_SERDE_CLASS_CONFIG, Serdes.String.getClass.getName) props.put(StreamsConfig.VALUE_SERDE_CLASS_CONFIG, Serdes.String.getClass.getName) // setting offset reset to earliest so that we can re-run the demo code with the same pre-loaded data // Note: To re-run the demo, you need to use the offset reset tool: // https://cwiki.apache.org/confluence/display/KAFKA/Kafka+Streams+Application+Reset+Tool props.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest") import scala.collection.JavaConverters._ val builder = new KStreamBuilder val source: KStream[String, String] = builder.stream("streams-file-input") val counts: KTable[String, java.lang.Long] = source. flatMapValues[String] { _.toLowerCase(Locale.getDefault).split(" ").toList.asJava }. map[String, String] { (key, value) => new KeyValue(value, value) }. groupByKey.count("Counts") // need to override value serde to Long type counts.to(Serdes.String, Serdes.Long, "streams-wordcount-output") val streams = new KafkaStreams(builder, props) streams.start() // usually the stream application would be running forever, // in this example we just let it run for some time and stop since the input data is finite. Thread.sleep(5000L) streams.close() } } This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,7 @@ name := "kafka-wordcount" version := "1.0" scalaVersion := "2.12.1" libraryDependencies += "org.apache.kafka" % "kafka-streams" % "0.10.2.0"