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Raul Estrada - Apache Kafka Quick Start Guide: Leverage Apache Kafka 2.0 to simplify real-time data processing for distributed applications

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Apache Kafka Quick Start Guide: Leverage Apache Kafka 2.0 to simplify real-time data processing for distributed applications: summary, description and annotation

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Process large volumes of data in real-time while building high performance and robust data stream processing pipeline using the latest Apache Kafka 2.0

Key Features
  • Solve practical large data and processing challenges with Kafka
  • Tackle data processing challenges like late events, windowing, and watermarking
  • Understand real-time streaming applications processing using Schema registry, Kafka connect, Kafka streams, and KSQL
  • Book Description

    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.

    What you will learn
  • How to validate data with Kafka
  • Add information to existing data ?ows
  • Generate new information through message composition
  • Perform data validation and versioning with the Schema Registry
  • How to perform message Serialization and Deserialization
  • How to perform message Serialization and Deserialization
  • Process data streams with Kafka Streams
  • Understand the duality between tables and streams with KSQL
  • Who this book is for

    This book is for developers who want to quickly master the practical concepts behind Apache Kafka. The audience need not have come across Apache Kafka previously; however, a familiarity of Java or any JVM language will be helpful in understanding the code in this book.

    Raul Estrada: author's other books


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    Apache Kafka Quick Start Guide
    Leverage Apache Kafka 2.0 to simplify real-time data processing for distributed applications

    Ral Estrada
    BIRMINGHAM - MUMBAI Apache Kafka Quick Start Guide Copyright 2018 Packt - photo 2
    BIRMINGHAM - MUMBAI
    Apache Kafka Quick Start Guide

    Copyright 2018 Packt Publishing

    All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

    Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

    Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

    Commissioning Editor: Amey Varangaonkar
    Acquisition Editor: Siddharth Mandal
    Content Development Editor: Smit Carvalho
    Technical Editor: Niral Almeida
    Copy Editor: Safis Editing
    Project Coordinator: Pragati Shukla
    Proofreader: Safis Editing
    Indexer: Mariammal Chettiyar
    Graphics: Jason Monteiro
    Production Coordinator: Deepika Naik

    First published: December 2018

    Production reference: 1261218

    Published by Packt Publishing Ltd.
    Livery Place
    35 Livery Street
    Birmingham
    B3 2PB, UK.

    ISBN 978-1-78899-782-9

    www.packtpub.com


    This book is dedicated to my mom, who convinced me to write it, f or her sacrifices and for exemplifying the power of self confidence.
    Ral Estrada
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    Contributors
    About the author

    Ral Estrada has been a programmer since 1996 and a Java developer since 2001. He loves all topics related to computer science. With more than 15 years of experience in high-availability and enterprise software, he has been designing and implementing architectures since 2003. His specialization is in systems integration, and he mainly participates in projects related to the financial sector. He has been an enterprise architect for BEA Systems and Oracle Inc., but he also enjoys web, mobile, and game programming. Ral is a supporter of free software and enjoys experimenting with new technologies, frameworks, languages, and methods.

    Ral is the author of other Packt Publishing titles, such as Fast Data Processing Systems with SMACK and Apache Kafka Cookbook.

    I want to say thanks to the technical reviewer, Isaac Ruiz; without his effort and patience, it would not have been possible to write this book.
    I also thank Siddharth Mandal, the acquisition editor, who believed in this project from the beginning.
    And finally, I want to thank all the heroes who contribute to open source projects, specifically with Apache Kafka.
    About the reviewer

    Isaac RuizGuerra has been a Java programmer since 2001 and an IT consultant since 2003. Isaac is specialized in systems integration, and has participated in projects to do with the financial sector. Isaac has worked mainly on the backend side, using languages such as Java, Python, and Elixir. For more than 10 years, he has worked with different application servers for the Java world, including JBoss, Glassfish, and WLS. Isaac is currently interested in topics such as microservices, cloud native, and serverless. He is a regular lecturer, mainly at conferences related to the JVM. Isaac is interested in the formation of interdisciplinary and high-performance teams.

    Packt is searching for authors like you

    If you're interested in becoming an author for Packt, please visit authors.packtpub.com and apply today. We have worked with thousands of developers and tech professionals, just like you, to help them share their insight with the global tech community. You can make a general application, apply for a specific hot topic that we are recruiting an author for, or submit your own idea.

    Preface

    Since 2011, Kafka's been exploding in terms of growth. More than one third of Fortune 500 companies use Apache Kafka. These companies include travel companies, banks, insurance companies, and telecom companies.

    Uber, Twitter, Netflix, Spotify, Blizzard, LinkedIn, Spotify, and PayPal process their messages with Apache Kafka every day.

    Today, Apache Kafka is used to collect data, do real-time data analysis, and perform real-time data streaming. Kafka is also used to feed events to Complex Event Processing (CEP) architectures, is deployed in microservice architectures, and is implemented in Internet of Things ( IoT) systems.

    In the realm of streaming, there are several competitors to Kafka Streams, including Apache Spark, Apache Flink, Akka Streams, Apache Pulsar, and Apache Beam. They are all in competition to perform better than Kafka. However, Apache Kafka has one key advantage over them all: its ease of use. Kafka is easy to implement and maintain, and its learning curve is not very steep.

    This book is a practical quick start guide. It is focused on showing practical examples and does not get involved in theoretical explanations or discussions of Kafka's architecture. This book is a compendium of hands-on recipes, solutions to everyday problems faced by those implementing Apache Kafka .

    Who this book is for

    This book is for data engineers, software developers, and data architects looking for a quick hands-on Kafka guide.

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