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Kafka Streams Example
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version: '2' | |
services: | |
zookeeper: | |
image: wurstmeister/zookeeper:3.4.6 | |
ports: | |
- "2181:2181" | |
kafka: | |
image: wurstmeister/kafka:0.10.0.1 | |
ports: | |
- "9092:9092" | |
environment: | |
KAFKA_ADVERTISED_HOST_NAME: 0.0.0.0 | |
KAFKA_CREATE_TOPICS: "words-topic:1:1,counts-topic:1:1" | |
KAFKA_ZOOKEEPER_CONNECT: zookeeper:2181 | |
volumes: | |
- /var/run/docker.sock:/var/run/docker.sock |
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<?xml version="1.0" encoding="UTF-8"?> | |
<project xmlns="http://maven.apache.org/POM/4.0.0" | |
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | |
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | |
<modelVersion>4.0.0</modelVersion> | |
<groupId>kstreaming</groupId> | |
<artifactId>kstreaming</artifactId> | |
<version>1.0-SNAPSHOT</version> | |
<build> | |
<plugins> | |
<plugin> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-compiler-plugin</artifactId> | |
<version>3.5.1</version> | |
<configuration> | |
<source>1.8</source> | |
<target>1.8</target> | |
<encoding>UTF-8</encoding> | |
</configuration> | |
</plugin> | |
</plugins> | |
</build> | |
<dependencies> | |
<dependency> | |
<groupId>org.apache.kafka</groupId> | |
<artifactId>kafka-streams</artifactId> | |
<version>0.10.0.1</version> | |
</dependency> | |
</dependencies> | |
</project> |
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import org.apache.kafka.common.serialization.Serde; | |
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.processor.WallclockTimestampExtractor; | |
import java.util.Properties; | |
import static java.util.Arrays.asList; | |
public class WordCounter { | |
public static void main(String[] args) { | |
StreamsConfig streamsConfig = new StreamsConfig(getProperties()); | |
Serde<String> stringSerde = Serdes.String(); | |
KStreamBuilder kStreamBuilder = new KStreamBuilder(); | |
kStreamBuilder.stream(stringSerde, stringSerde, "words-topic") | |
.flatMapValues(text -> asList(text.split(" "))) | |
.map((key, word) -> new KeyValue<>(word, word)) | |
.countByKey(stringSerde, "Counts") | |
.toStream() | |
.map((word, count) -> new KeyValue<>(word, word + ":" + count)) | |
.to(stringSerde, stringSerde, "counts-topic"); | |
KafkaStreams kafkaStreams = new KafkaStreams(kStreamBuilder, streamsConfig); | |
kafkaStreams.start(); | |
Runtime.getRuntime().addShutdownHook(new Thread(kafkaStreams::close)); | |
} | |
private static Properties getProperties() { | |
Properties props = new Properties(); | |
props.put(StreamsConfig.CLIENT_ID_CONFIG, "Example-Counter"); | |
props.put("group.id", "test-group"); | |
props.put(StreamsConfig.APPLICATION_ID_CONFIG, "stream-counter"); | |
props.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "localhost:9092"); | |
props.put(StreamsConfig.TIMESTAMP_EXTRACTOR_CLASS_CONFIG, WallclockTimestampExtractor.class); | |
return props; | |
} | |
} |
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