Book Image

Building Data Streaming Applications with Apache Kafka

By : Chanchal Singh, Manish Kumar
Book Image

Building Data Streaming Applications with Apache Kafka

By: Chanchal Singh, Manish Kumar

Overview of this book

Apache Kafka is a popular distributed streaming platform that acts as a messaging queue or an enterprise messaging system. It lets you publish and subscribe to a stream of records, and process them in a fault-tolerant way as they occur. This book is a comprehensive guide to designing and architecting enterprise-grade streaming applications using Apache Kafka and other big data tools. It includes best practices for building such applications, and tackles some common challenges such as how to use Kafka efficiently and handle high data volumes with ease. This book first takes you through understanding the type messaging system and then provides a thorough introduction to Apache Kafka and its internal details. The second part of the book takes you through designing streaming application using various frameworks and tools such as Apache Spark, Apache Storm, and more. Once you grasp the basics, we will take you through more advanced concepts in Apache Kafka such as capacity planning and security. By the end of this book, you will have all the information you need to be comfortable with using Apache Kafka, and to design efficient streaming data applications with it.
Table of Contents (14 chapters)

Kafka consumer internals

In this section of the chapter, we will cover different Kafka consumer concepts and various data flows involved in consuming messages from Kafka queues. As already mentioned, consuming messages from Kafka is a bit different from other messaging systems. However, when you are writing consumer applications using consumer APIs, most of the details are abstracted. Most of the internal work is done by Kafka consumer libraries used by your application.

Irrespective of the fact that you do not have to code for most of the consumer internal work, you should understand these internal workings thoroughly. These concepts will definitely help you in debugging consumer applications and also in making the right application decision choices.

Understanding the responsibilities...