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Stream Processing with Apache
Flink
Fundamentals, Implementation, and Operation of
Streaming Applications
Fabian Hueske and Vasiliki Kalavri
Stream Processing with Apache Flink
by Fabian Hueske and Vasiliki Kalavri
Copyright © 2019 Fabian Hueske, Vasiliki Kalavri. All rights reserved.
Printed in the United States of America.
Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North,
Sebastopol, CA 95472.
O’Reilly books may be purchased for educational, business, or sales
promotional use. Online editions are also available for most titles
(http://oreilly.com). For more information, contact our corporate/institutional
sales department: 800-998-9938 or corporate@oreilly.com.
Acquisitions Editor: Rachel Roumeliotis
Development Editor: Alicia Young
Production Editor: Katherine Tozer
Copyeditor: Christina Edwards
Proofreader: Charles Roumeliotis
Indexer: Judith McConville
Interior Designer: David Futato
Cover Designer: Karen Montgomery
Illustrator: Rebecca Demarest
April 2019: First Edition
Revision History for the First Edition
2019-04-03: First Release
See http://oreilly.com/catalog/errata.csp?isbn=9781491974292 for release
details.
The O’Reilly logo is a registered trademark of O’Reilly Media, Inc. Stream
Processing with Apache Flink, the cover image, and related trade dress are
trademarks of O’Reilly Media, Inc.
The views expressed in this work are those of the authors, and do not
represent the publisher’s views. While the publisher and the authors have
used good faith efforts to ensure that the information and instructions
contained in this work are accurate, the publisher and the authors disclaim all
responsibility for errors or omissions, including without limitation
responsibility for damages resulting from the use of or reliance on this work.
Use of the information and instructions contained in this work is at your own
risk. If any code samples or other technology this work contains or describes
is subject to open source licenses or the intellectual property rights of others,
it is your responsibility to ensure that your use thereof complies with such
licenses and/or rights.
978-1-491-97429-2
[LSI]
Preface
What You Will Learn in This Book
This book will teach you everything you need to know about stream
processing with Apache Flink. It consists of 11 chapters that hopefully tell a
coherent story. While some chapters are descriptive and aim to introduce
high-level design concepts, others are more hands-on and contain many code
examples.
While we intended for the book to be read in chapter order when we were
writing it, readers familiar with a chapter’s content might want to skip it.
Others more interested in writing Flink code right away might want to read
the practical chapters first. In the following, we briefly describe the contents
of each chapter, so you can directly jump to those chapters that interest you
most.
Chapter 1 gives an overview of stateful stream processing, data
processing application architectures, application designs, and the
benefits of stream processing over traditional approaches. It also
gives you a brief look at what it is like to run your first streaming
application on a local Flink instance.
Chapter 2 discusses the fundamental concepts and challenges of
stream processing, independent of Flink.
Chapter 3 describes Flink’s system architecture and internals. It
discusses distributed architecture, time and state handling in
streaming applications, and Flink’s fault-tolerance mechanisms.
Chapter 4 explains how to set up an environment to develop and
debug Flink applications.
Chapter 5 introduces you to the basics of the Flink’s DataStream
API. You will learn how to implement a DataStream application and
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