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

Application configuration


In the previous sections, we have seen how applications can be specified and how custom operators can be developed (with an example for configurable property). Most operators have properties that need to be configured, for example, a file reader will need to be supplied with the directory path or a Kafka consumer the broker address and topic. Whoever deploys the application needs to know and be able to supply values for these properties.

In addition to properties that are directly related to the functionality of an operator, there is another category of settings called attributes that control behavior of the platform (as opposed to the functionality of operators).

Attributes are defined for three different scopes:

  • Application: Platform behavior for the application as a whole, such as streaming window interval, container JVM options, container heartbeat interval and timeout, and so on. See the complete list of attributes here https://ci.apache.org/projects/apex-core...