Book Image

Apache Kafka Quick Start Guide

By : Raúl Estrada
Book Image

Apache Kafka Quick Start Guide

By: Raúl Estrada

Overview of this book

Apache Kafka is a great open source platform for handling your real-time data pipeline to ensure high-speed filtering and pattern matching on the ?y. In this book, you will learn how to use Apache Kafka for efficient processing of distributed applications and will get familiar with solving everyday problems in fast data and processing pipelines. This book focuses on programming rather than the configuration management of Kafka clusters or DevOps. It starts off with the installation and setting up the development environment, before quickly moving on to performing fundamental messaging operations such as validation and enrichment. Here you will learn about message composition with pure Kafka API and Kafka Streams. You will look into the transformation of messages in different formats, such asext, binary, XML, JSON, and AVRO. Next, you will learn how to expose the schemas contained in Kafka with the Schema Registry. You will then learn how to work with all relevant connectors with Kafka Connect. While working with Kafka Streams, you will perform various interesting operations on streams, such as windowing, joins, and aggregations. Finally, through KSQL, you will learn how to retrieve, insert, modify, and delete data streams, and how to manipulate watermarks and windows.
Table of Contents (10 chapters)

Message Validation

Chapter 1, Configuring Kafka, focused on how to set up a Kafka cluster and run a command-line producer and a consumer. Having the event producer, we now have to process those events.

Before going into detail, let's present our case study. We need to model the systems of Monedero, a fictional company whose core business is cryptocurrency exchange. Monedero wants to base its IT infrastructure on an enterprise service bus (ESB) built with Apache Kafka. The Monedero IT department wants to unify the service backbone across the organization. Monedero also has worldwide, web-based, and mobile-app-based clients, so a real-time response is fundamental.

Online customers worldwide browse the Monedero website to exchange their cryptocurrencies. There are a lot of use cases that customers can perform in Monedero, but this example is focused on the part of the exchange...