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Spring Boot - Kafka Streams example
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package com.careykevin.kafkastreamsdemo; | |
import com.careykevin.kafkastreamsdemo.util.StreamListenerService; | |
import lombok.RequiredArgsConstructor; | |
import org.apache.kafka.common.serialization.Serdes; | |
import org.apache.kafka.streams.kstream.Grouped; | |
import org.apache.kafka.streams.kstream.KStream; | |
import org.apache.kafka.streams.kstream.Materialized; | |
import org.apache.kafka.streams.state.ReadOnlyKeyValueStore; | |
import org.springframework.boot.SpringApplication; | |
import org.springframework.boot.autoconfigure.SpringBootApplication; | |
import org.springframework.cloud.stream.annotation.EnableBinding; | |
import org.springframework.cloud.stream.annotation.Input; | |
import org.springframework.cloud.stream.annotation.StreamListener; | |
import org.springframework.web.bind.annotation.GetMapping; | |
import org.springframework.web.bind.annotation.PathVariable; | |
import org.springframework.web.bind.annotation.RestController; | |
import java.util.Map; | |
import static java.util.Collections.singletonMap; | |
import static org.apache.kafka.streams.KeyValue.pair; | |
@RestController | |
@SpringBootApplication | |
@RequiredArgsConstructor | |
@EnableBinding(KafkaStreamsDemoApplication.Bindings.class) | |
public class KafkaStreamsDemoApplication { | |
// Input - Kafka topic containing Score objects, with playerId and score | |
private static final String INPUT_TOPIC_NAME = "scores"; | |
// Output - Table with the total score for each player | |
private static final String OUTPUT_TABLE_NAME = "totalScoreByPlayerId"; | |
private final StreamListenerService streamListenerService; | |
// Kafka Streams application to read input Scores and maintain table of <playerId><totalScore> | |
@StreamListener | |
public void scoresStreamListener(@Input(INPUT_TOPIC_NAME) KStream<?, Score> scores) { | |
scores | |
.map((key, score) -> pair(score.getPlayerId(), score.getScore())) | |
.groupByKey(Grouped.with(Serdes.Long(), Serdes.Long())) | |
.reduce(Long::sum, Materialized.as(OUTPUT_TABLE_NAME)); | |
} | |
// Provide REST API for totalScores by playerId, plain old Spring REST controller | |
@GetMapping("players/{playerId}") | |
public Map<String, Long> getPlayerTotalScore(@PathVariable long playerId) { | |
// Kafka Streams applications identified by method name in Spring | |
String streamsBuilder = "&stream-builder-KafkaStreamsDemoApplication-scoresStreamListener"; | |
ReadOnlyKeyValueStore<Long, Long> table = streamListenerService.getTable(streamsBuilder, OUTPUT_TABLE_NAME); | |
return singletonMap("totalScore", table.get(playerId)); | |
} | |
interface Bindings { | |
@Input(INPUT_TOPIC_NAME) | |
KStream<?, Score> scores(); | |
} | |
public static void main(String[] args) { | |
SpringApplication.run(KafkaStreamsDemoApplication.class, args); | |
} | |
} |
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