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)

Deep Dive into Kafka Consumers

Every messaging system has two types of data flows. One flow pushes the data to the Kafka queues and the other flow reads the data from those queues. In the previous chapter, our focus was on the data flows that are pushing the data to Kafka queues using producer APIs. After reading the previous chapter, you should have sufficient knowledge about publishing data to Kafka queues using producer APIs in your application. In this chapter, our focus is on the second type of data flow--reading the data from Kafka queues.

Before we start with a deep dive into Kafka consumers, you should have a clear understanding of the fact that reading data from Kafka queues involves understanding many different concepts and they may differ from reading data from traditional queuing systems.

With Kafka, every consumer has a unique identity and they are in full control...