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Apache Kafka Quick Start Guide

You're reading from   Apache Kafka Quick Start Guide Leverage Apache Kafka 2.0 to simplify real-time data processing for distributed applications

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Product type Paperback
Published in Dec 2018
Publisher Packt
ISBN-13 9781788997829
Length 186 pages
Edition 1st Edition
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Author (1):
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Raúl Estrada Raúl Estrada
Author Profile Icon Raúl Estrada
Raúl Estrada
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Toc

Table of Contents (10) Chapters Close

Preface 1. Configuring Kafka FREE CHAPTER 2. Message Validation 3. Message Enrichment 4. Serialization 5. Schema Registry 6. Kafka Streams 7. KSQL 8. Kafka Connect 9. Other Books You May Enjoy

Kafka Streams processor

Now, let's solve the problem of counting how many events are in each window. For this, we will use Kafka Streams. When we do this type of analysis, it is said that we are doing streaming aggregation.

In the src/main/java/kioto/events directory, create a file called EventProcessor.java with the contents of Listing 6.6, shown as follows:

package kioto.events;
import ...
public final class EventProcessor {
private final String brokers;
private EventProcessor(String brokers) {
this.brokers = brokers;
}
private void process() {
// ...
}
public static void main(String[] args) {
(new EventProcessor("localhost:9092")).process();
}
}
Listing 6.6: EventProcessor.java

All the processing logic is contained in the process() method. The first step is to create a StreamsBuilder to create the KStream, shown as follows:

StreamsBuilder streamsBuilder...
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