WIP

[demos/kafka/wordcount] / src / main / java / de / juplo / kafka / wordcount / top10 / Top10StreamProcessor.java

diff --git a/src/main/java/de/juplo/kafka/wordcount/top10/Top10StreamProcessor.java b/src/main/java/de/juplo/kafka/wordcount/top10/Top10StreamProcessor.java
index 862913a..aa21c4a 100644 (file)
--- a/src/main/java/de/juplo/kafka/wordcount/top10/Top10StreamProcessor.java
+++ b/src/main/java/de/juplo/kafka/wordcount/top10/Top10StreamProcessor.java
@@ -1,7 +1,12 @@
 package de.juplo.kafka.wordcount.top10;
 
-import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
+import de.juplo.kafka.wordcount.avro.Entry;
+import de.juplo.kafka.wordcount.avro.Key;
+import de.juplo.kafka.wordcount.avro.Ranking;
+import io.confluent.kafka.serializers.AbstractKafkaSchemaSerDeConfig;
+import io.confluent.kafka.streams.serdes.avro.SpecificAvroSerde;
+import io.confluent.kafka.streams.serdes.avro.SpecificAvroSerializer;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.kafka.clients.consumer.ConsumerConfig;
 import org.apache.kafka.common.serialization.Serdes;
@@ -9,6 +14,9 @@ import org.apache.kafka.streams.KafkaStreams;
 import org.apache.kafka.streams.KeyValue;
 import org.apache.kafka.streams.StreamsBuilder;
 import org.apache.kafka.streams.StreamsConfig;
+import org.apache.kafka.streams.kstream.Consumed;
+import org.apache.kafka.streams.kstream.Materialized;
+import org.apache.kafka.streams.kstream.Produced;
 import org.springframework.boot.SpringApplication;
 import org.springframework.context.ConfigurableApplicationContext;
 import org.springframework.stereotype.Component;
@@ -39,47 +47,27 @@ public class Top10StreamProcessor
                StreamsBuilder builder = new StreamsBuilder();
 
                builder
-                               .<String, String>stream(properties.getInputTopic())
-                               .map((keyJson, countStr) ->
-                               {
-                                       try
-                                       {
-                                               Key key = mapper.readValue(keyJson, Key.class);
-                                               Long count = Long.parseLong(countStr);
-                                               Entry entry = Entry.of(key.getWord(), count);
-                                               String entryJson = mapper.writeValueAsString(entry);
-                                               return new KeyValue<>(key.getUsername(), entryJson);
-                                       }
-                                       catch (JsonProcessingException e)
-                                       {
-                                               throw new RuntimeException(e);
-                                       }
-                               })
+                               .<Key, Long>stream(properties.getInputTopic(), Consumed.with(null, Serdes.Long()))
+                               .map((key, count) -> new KeyValue<>(
+                                               key.getUsername(),
+                                               Entry.newBuilder().setWord(key.getWord()).setCount(count).build()))
                                .groupByKey()
                                .aggregate(
-                                               () -> "{\"entries\"     : []}",
-                                               (username, entryJson, rankingJson) ->
-                                               {
-                                                       try
-                                                       {
-                                                               Ranking ranking = mapper.readValue(rankingJson, Ranking.class);
-                                                               ranking.add(mapper.readValue(entryJson, Entry.class));
-                                                               return mapper.writeValueAsString(ranking);
-                                                       }
-                                                       catch (JsonProcessingException e)
-                                                       {
-                                                               throw new RuntimeException(e);
-                                                       }
-                                               }
-                               )
+                                               () -> Ranking.newBuilder().build(),
+                                               (username, entry, ranking) -> {
+                                                       ranking.getEntries().add(entry);
+                                                       return ranking;
+                                               },
+                                               Materialized.with(Serdes.String(), null))
                                .toStream()
-                               .to(properties.getOutputTopic());
+                               .to(properties.getOutputTopic(), Produced.keySerde(Serdes.String()));
 
                Properties props = new Properties();
                props.put(StreamsConfig.APPLICATION_ID_CONFIG, properties.getApplicationId());
                props.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, properties.getBootstrapServer());
-               props.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass().getName());
-               props.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, Serdes.String().getClass().getName());
+               props.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, SpecificAvroSerde.class);
+               props.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, SpecificAvroSerde.class);
+               props.put(AbstractKafkaSchemaSerDeConfig.SCHEMA_REGISTRY_URL_CONFIG, properties.getSchemaRegistry());
                props.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest");
 
                streams = new KafkaStreams(builder.build(), props);