Book Image

Apache Kafka Quick Start Guide

By : Raúl Estrada
Book Image

Apache Kafka Quick Start Guide

By: Raúl Estrada

Overview of this book

Apache Kafka is a great open source platform for handling your real-time data pipeline to ensure high-speed filtering and pattern matching on the ?y. In this book, you will learn how to use Apache Kafka for efficient processing of distributed applications and will get familiar with solving everyday problems in fast data and processing pipelines. This book focuses on programming rather than the configuration management of Kafka clusters or DevOps. It starts off with the installation and setting up the development environment, before quickly moving on to performing fundamental messaging operations such as validation and enrichment. Here you will learn about message composition with pure Kafka API and Kafka Streams. You will look into the transformation of messages in different formats, such asext, binary, XML, JSON, and AVRO. Next, you will learn how to expose the schemas contained in Kafka with the Schema Registry. You will then learn how to work with all relevant connectors with Kafka Connect. While working with Kafka Streams, you will perform various interesting operations on streams, such as windowing, joins, and aggregations. Finally, through KSQL, you will learn how to retrieve, insert, modify, and delete data streams, and how to manipulate watermarks and windows.
Table of Contents (10 chapters)

Scaling out with Kafka Streams

To scale out the architecture as promised, we must follow these steps:

  1. Run a console consumer for the uptimes topic, shown as follows:
$ ./bin/kafka-console-consumer --bootstrap-server localhost:9092 
--topic uptimes --property print.key=true
  1. Run the application jar from the command line, shown in the following code:
$ java -cp ./build/libs/kioto-0.1.0.jar 
kioto.plain.PlainStreamsProcessor

This is when we verify that our application really scales out.

  1. From a new command-line window, we execute the same command, shown as follows:
$ java -cp ./build/libs/kioto-0.1.0.jar 
kioto.plain.PlainStreamsProcessor

The output should be something like the following:

2017/07/05 15:03:18.045 INFO ... Setting newly assigned 
partitions [healthchecks-2, healthchecks -3]

If we remember the theory of Chapter 1, Configuring Kafka, when we created our topic, we specified...