Book Image

Apache Kafka 1.0 Cookbook

By : Alexey Zinoviev, Raúl Estrada
Book Image

Apache Kafka 1.0 Cookbook

By: Alexey Zinoviev, Raúl Estrada

Overview of this book

Apache Kafka provides a unified, high-throughput, low-latency platform to handle real-time data feeds. This book will show you how to use Kafka efficiently, and contains practical solutions to the common problems that developers and administrators usually face while working with it. This practical guide contains easy-to-follow recipes to help you set up, configure, and use Apache Kafka in the best possible manner. You will use Apache Kafka Consumers and Producers to build effective real-time streaming applications. The book covers the recently released Kafka version 1.0, the Confluent Platform and Kafka Streams. The programming aspect covered in the book will teach you how to perform important tasks such as message validation, enrichment and composition.Recipes focusing on optimizing the performance of your Kafka cluster, and integrate Kafka with a variety of third-party tools such as Apache Hadoop, Apache Spark, and Elasticsearch will help ease your day to day collaboration with Kafka greatly. Finally, we cover tasks related to monitoring and securing your Apache Kafka cluster using tools such as Ganglia and Graphite. If you're looking to become the go-to person in your organization when it comes to working with Apache Kafka, this book is the only resource you need to have.
Table of Contents (18 chapters)
Title Page
Credits
About the Author
About the Reviewers
www.PacktPub.com
Customer Feedback
Dedication
Preface

Modeling the events


This recipe shows how to model events in JSON format.

Getting ready

For this recipe, basic knowledge of JSON is required.

How to do it...

The first step to model an event is expressing it in English language in the form: subject-verb-direct object.

For this example, we are going to model the event customer sees BTC price:

  • Customer: This is the sentence's subject, a noun in nominative case. The subject in an English sentence is the entity performing the action.
  • Sees: This is the verb of the sentence, it describes the action being done by the subject.
  • BTC price: This is the direct object of the sentence or simply the object. The entity to which the action is being done.

There are several options for data representation, in this case we will pick JSON. We could use Avro, Apache Thrift, or Protocol Buffers, but they will be covered in later chapters.

JSON has the advantage of being easily read and written by both humans and machines. For example, one could use binary as representation...