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Learning Apache Apex

You're reading from   Learning Apache Apex Real-time streaming applications with Apex

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Product type Paperback
Published in Nov 2017
Publisher
ISBN-13 9781788296403
Length 290 pages
Edition 1st Edition
Languages
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Authors (5):
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Munagala V. Ramanath Munagala V. Ramanath
Author Profile Icon Munagala V. Ramanath
Munagala V. Ramanath
David Yan David Yan
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David Yan
Ananth Gundabattula Ananth Gundabattula
Author Profile Icon Ananth Gundabattula
Ananth Gundabattula
Thomas Weise Thomas Weise
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Thomas Weise
Kenneth Knowles Kenneth Knowles
Author Profile Icon Kenneth Knowles
Kenneth Knowles
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Toc

Table of Contents (11) Chapters Close

Preface 1. Introduction to Apex FREE CHAPTER 2. Getting Started with Application Development 3. The Apex Library 4. Scalability, Low Latency, and Performance 5. Fault Tolerance and Reliability 6. Example Project – Real-Time Aggregation and Visualization 7. Example Project – Real-Time Ride Service Data Processing 8. Example Project – ETL Using SQL 9. Introduction to Apache Beam 10. The Future of Stream Processing

Application testing


In addition to the normal unit tests for individual functions or other small units of behavior, Apex simplifies the task of integration testing of the entire application directly on the command line of your development machine, or within your IDE without the need to set up an entire Hadoop cluster, which can be a tedious process. When developing Apex applications, it is very important to use this mechanism so that bugs can be discovered and corrected early in the development process.

As described in Chapter 2, Getting Started with Application Development, a single JUnit test is encapsulated in a method of the test class (SampleApplicationTest in this case), which is annotated with @Test. But there is a bit more to this test due to its dependence on external servers, namely, ZooKeeper and Kafka. To facilitate this, we use the testing library from https://github.com/chbatey/kafka-unit, specifically the KafkaUnit and KafkaUnitRule classes:

private final String testTopicData...
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