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Simple Kafka streams word count application
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import java.lang.Long | |
import java.util.Properties | |
import org.apache.kafka.common.serialization._ | |
import org.apache.kafka.streams._ | |
import org.apache.kafka.streams.kstream.{KStream, KStreamBuilder, KTable} | |
import scala.collection.JavaConverters.asJavaIterableConverter | |
object WordCountApplication { | |
def main(args: Array[String]) { | |
val streamsConfiguration: Properties = { | |
val p = new Properties() | |
p.put(StreamsConfig.APPLICATION_ID_CONFIG, "word-count-scala") | |
p.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "localhost:9092") | |
p.put(StreamsConfig.ZOOKEEPER_CONNECT_CONFIG, "localhost:2181") | |
p.put(StreamsConfig.KEY_SERDE_CLASS_CONFIG, Serdes.String.getClass.getName) | |
p.put(StreamsConfig.VALUE_SERDE_CLASS_CONFIG, Serdes.String.getClass.getName) | |
p | |
} | |
val stringSerde: Serde[String] = Serdes.String() | |
val longSerde: Serde[Long] = Serdes.Long() | |
val builder: KStreamBuilder = new KStreamBuilder() | |
val textLines: KStream[String, String] = builder.stream("input-topic-2") | |
val wordCounts: KTable[String, Long] = textLines | |
.flatMapValues(textLine => textLine.toLowerCase.split("\\W+").toIterable.asJava) | |
.groupBy((_, word) => word) | |
.count("word-counts") | |
wordCounts.to(stringSerde, longSerde, "output-topic-2") | |
/* The following code works fine: | |
val uppercasedWithMapValues: KStream[String, String] = textLines.mapValues(_.toUpperCase()) | |
uppercasedWithMapValues.to("output-topic")*/ | |
val streams: KafkaStreams = new KafkaStreams(builder, streamsConfiguration) | |
streams.start() | |
Runtime.getRuntime.addShutdownHook(new Thread(() => { | |
streams.close() | |
})) | |
} | |
} |
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