Kafka Streams with Spring Cloud Stream

person icon Packt Publishing

Kafka Streams with Spring Cloud Stream

Master real-time stream processing microservices with Kafka Streams and Spring cloud streams.

updated on icon Updated on Oct, 2023

language icon Language - English

person icon Packt Publishing

architecture icon Development,Database Design & Development,Apache Kafka

Lectures -49

Duration -7 hours


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Course Description

Kafka Streams with Spring Cloud Streams is designed for software engineers willing to develop a stream processing application using the Kafka Streams library and Spring Boot. Another group of people is the managers and architects who do not directly work with Kafka implementation, but they work with the people who implement Kafka Streams at the ground level.

Kafka Streams with Spring Cloud Streams will help you understand stream processing in general and apply it to Kafka Streams Programming using Spring Boot.

This course uses the Kafka Streams library compatible with Spring Cloud 2020. All the source code and examples used in this course have been tested by the author on Confluent Platform 6.0.0, which is compatible with Apache Kafka 2.6 open-source distribution.

This is a fully example-driven course, and you will be working with multiple examples during the entire session. We will be making extensive use of IntelliJ IDEA as the preferred development IDE and Apache Maven and Gradle as the preferred build tool. However, based on your prior experience, you should be able to work with any other IDE designed for Spring application development and any other build tool designed for Java applications.

This course also makes use of Log4J2 to teach you industry-standard log implementation in your application. We will be using JUnit5, which is the latest version of JUnit, to implement unit test cases.

Working examples and exercises are the most critical tool to sharpen your skills. This course consists of some programming assignments as and when appropriate. These exercises will help you validate and check your concepts and apply your learning to solve programming problems.

The code bundles for this course is available in https://github.com/PacktPublishing/Kafka-Streams-with-Spring-Cloud-Stream


What will you learn in this course:

  • Designing, developing, and testing stream processing applications
  • Kafka Streams binder implementation for Spring cloud streams
  • Working with JSON, AVRO, and other custom serializations
  • Spring cloud streams and Kafka Streams architecture
  • Kafka Streams DSL and programming with Kafka Streams API
  • Unit-testing Kafka Streams application


What are the prerequisites for this course?

  • This course has also been created for data architects and data engineers responsible for designing and building the organization's data-centric infrastructure.
Kafka Streams with Spring Cloud Stream


Check out the detailed breakdown of what’s inside the course

Before You Begin
4 Lectures
  • play icon About the Course 02:29 02:29
  • play icon Course Prerequisite 01:19 01:19
  • play icon Setting Up Your Environment 03:19 03:19
  • play icon Creating Your Starter Project 07:45 07:45
Environment Setup on Window 10 Machine
2 Lectures
Environment Setup on Mac Machine
2 Lectures
Understanding the Technology Stack
3 Lectures
Producing Data to Kafka
4 Lectures
Processing Kafka Streams
6 Lectures
Working with KStream
7 Lectures
KTable and Aggregations
8 Lectures
Timestamp and Windowing Aggregates
4 Lectures
Joins in Kafka Streams
5 Lectures
Kafka Streams in Functional Style and Unit Testing
3 Lectures
Keep Learning
1 Lectures

Instructor Details

Packt Publishing

Packt Publishing

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals.

Working towards that vision, we have published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

As part of our mission, we have also awarded over $1,000,000 through our Open Source Project Royalty scheme, helping numerous projects become household names along the way.

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