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 Producer APIs

Kafka has provided you with a rich set of APIs to create applications to interact with it. We will go through Producer API details and understand its uses.

Creating a Kafka producer involves the following steps:

  1. Required configuration.
  2. Creating a producer object.
  3. Setting up a producer record.
  4. Creating a custom partition if required.
  5. Additional configuration.

Required configuration: In most applications, we first start with creating the initial configuration without which we cannot run the application. The following are three mandatory configuration parameters:

  • bootstrap.servers: This contains a list of Kafka brokers addresses. The address is specified in terms of hostname:port. We can specify one or more broker detail, but we recommend that you provide at least two so that if one broker goes down, producer can use the other one.
It is not necessary to specify...