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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
Author Profile Icon David Yan
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

Custom operator development


As our example application has the LineSplitter operator, which is not part of the Apex library, we will use it as an example to illustrate the process of developing a custom operator.

Splitting a line into words is, of course, a simple stateless operation. Connectors and stateful transformations will be more involved, and there are many examples in the Apex library to look at for this.

Here is the line splitter:

public class LineSplitter extends BaseOperator 
{ 
  // default pattern for word-separators 
  private static final Pattern nonWordDefault =    Pattern.compile
    ("[\\p{Punct}\\s]+"); 
 
  private String nonWordStr;              // configurable regex 
  private transient Pattern nonWord;      // compiled regex 
 
  /** 
   * Output port on which words from the current file are emitted 
   */ 
  public final transient DefaultOutputPort<String> output = new 
    DefaultOutputPort<>(); 
 
  /** 
   * Input port on which lines from the current...
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