Book Image

Learning Apache Apex

By : Thomas Weise, Ananth Gundabattula, Munagala V. Ramanath, David Yan, Kenneth Knowles
Book Image

Learning Apache Apex

By: Thomas Weise, Ananth Gundabattula, Munagala V. Ramanath, David Yan, Kenneth Knowles

Overview of this book

Apache Apex is a next-generation stream processing framework designed to operate on data at large scale, with minimum latency, maximum reliability, and strict correctness guarantees. Half of the book consists of Apex applications, showing you key aspects of data processing pipelines such as connectors for sources and sinks, and common data transformations. The other half of the book is evenly split into explaining the Apex framework, and tuning, testing, and scaling Apex applications. Much of our economic world depends on growing streams of data, such as social media feeds, financial records, data from mobile devices, sensors and machines (the Internet of Things - IoT). The projects in the book show how to process such streams to gain valuable, timely, and actionable insights. Traditional use cases, such as ETL, that currently consume a significant chunk of data engineering resources are also covered. The final chapter shows you future possibilities emerging in the streaming space, and how Apache Apex can contribute to it.
Table of Contents (17 chapters)
Title Page
Credits
About the Authors
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface

Setting up the development environment


Development of Apex applications requires a Java development environment with the following:

  • Java Development Kit (JDK): Apex applications are mostly written in Java, and Apex itself is implemented in Java. Other Java Virtual Machine (JVM) languages such as Scala can also be used, but this is outside the scope of this book.
  • Maven: Apex comes with a Maven Archetype to bootstrap new projects and the Apex project itself also uses Maven as build tool.

In addition to the above, it is recommended to have an IDE with Maven support such as IntelliJ or Eclipse. Apex provides code style settings for these IDEs that can optionally be used.

It is further recommended to have Git installed. Git is not required to build an application, but it is a convenient way to fetch the Apex source code and is especially useful for easily navigating the full operator library (apex-malhar) project within the IDE when working on operator customizations.

Note

For the latest details on...