X-Git-Url: https://juplo.de/gitweb/?a=blobdiff_plain;f=src%2Fmain%2Fjava%2Fde%2Fjuplo%2Fkafka%2Fwordcount%2Fcounter%2FCounterStreamProcessor.java;fp=src%2Fmain%2Fjava%2Fde%2Fjuplo%2Fkafka%2Fwordcount%2Fcounter%2FCounterStreamProcessor.java;h=324e4245645a7298ca46af8e1452826787ae0832;hb=c2d06f0efd9e09a9df1c4c536d54ad969cf456eb;hp=4002df2d9872978f7feddc2110cd6df07b402888;hpb=b02b75a4e70c41795a58ca38cd62d455af8aea16;p=demos%2Fkafka%2Fwordcount diff --git a/src/main/java/de/juplo/kafka/wordcount/counter/CounterStreamProcessor.java b/src/main/java/de/juplo/kafka/wordcount/counter/CounterStreamProcessor.java index 4002df2..324e424 100644 --- a/src/main/java/de/juplo/kafka/wordcount/counter/CounterStreamProcessor.java +++ b/src/main/java/de/juplo/kafka/wordcount/counter/CounterStreamProcessor.java @@ -1,8 +1,8 @@ package de.juplo.kafka.wordcount.counter; -import com.fasterxml.jackson.core.JsonProcessingException; import com.fasterxml.jackson.databind.ObjectMapper; import lombok.extern.slf4j.Slf4j; +import org.apache.kafka.common.serialization.Serdes; import org.apache.kafka.streams.KafkaStreams; import org.apache.kafka.streams.KeyValue; import org.apache.kafka.streams.StreamsBuilder; @@ -10,6 +10,8 @@ import org.apache.kafka.streams.Topology; import org.apache.kafka.streams.kstream.KStream; import org.apache.kafka.streams.kstream.Materialized; import org.apache.kafka.streams.state.KeyValueBytesStoreSupplier; +import org.apache.kafka.streams.kstream.*; +import org.springframework.kafka.support.serializer.JsonSerde; import java.util.Properties; @@ -44,27 +46,44 @@ public class CounterStreamProcessor { StreamsBuilder builder = new StreamsBuilder(); - KStream source = builder.stream(inputTopic); + KStream source = builder.stream( + inputTopic, + Consumed.with( + Serdes.String(), + new JsonSerde<>(Word.class) + .ignoreTypeHeaders())); + source - .map((username, word) -> - { - try - { - String key = mapper.writeValueAsString(Key.of(username, word)); - return new KeyValue<>(key, word); - } - catch (JsonProcessingException e) - { - throw new RuntimeException(e); - } - }) - .groupByKey() - .count(Materialized.as(storeSupplier)) - .mapValues(value->Long.toString(value)) + .map((key, word) -> new KeyValue<>(word, word)) + .groupByKey(Grouped.with( + new JsonSerde<>(Word.class) + .forKeys() + .noTypeInfo(), + new JsonSerde<>(Word.class) + .noTypeInfo())) + .count(Materialized + .as(storeSupplier) + .withKeySerde( + new JsonSerde<>(Word.class) + .forKeys() + .noTypeInfo()) + .withValueSerde( + Serdes.Long())) .toStream() - .to(outputTopic); + .map((word, count) -> new KeyValue<>(word, WordCount.of(word.getUser(), word.getWord(), count))) + .to( + outputTopic, + Produced.with( + new JsonSerde<>(Word.class) + .forKeys() + .noTypeInfo(), + new JsonSerde<>(WordCount.class) + .noTypeInfo())); + + Topology topology = builder.build(); + log.info("\n\n{}", topology.describe()); - return builder.build(); + return topology; } public void start()