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Building Big Data Pipelines with Apache Beam

You're reading from   Building Big Data Pipelines with Apache Beam Use a single programming model for both batch and stream data processing

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Product type Paperback
Published in Jan 2022
Publisher Packt
ISBN-13 9781800564930
Length 342 pages
Edition 1st Edition
Languages
Concepts
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Author (1):
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Jan Lukavský Jan Lukavský
Author Profile Icon Jan Lukavský
Jan Lukavský
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Toc

Table of Contents (13) Chapters Close

Preface 1. Section 1 Apache Beam: Essentials
2. Chapter 1: Introduction to Data Processing with Apache Beam FREE CHAPTER 3. Chapter 2: Implementing, Testing, and Deploying Basic Pipelines 4. Chapter 3: Implementing Pipelines Using Stateful Processing 5. Section 2 Apache Beam: Toward Improving Usability
6. Chapter 4: Structuring Code for Reusability 7. Chapter 5: Using SQL for Pipeline Implementation 8. Chapter 6: Using Your Preferred Language with Portability 9. Section 3 Apache Beam: Advanced Concepts
10. Chapter 7: Extending Apache Beam's I/O Connectors 11. Chapter 8: Understanding How Runners Execute Pipelines 12. Other Books You May Enjoy

Conventions used

There are a number of text conventions used throughout this book.

Code in text: Indicates code words in the text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles. Here is an example: "For this reason, Beam defined a RestrictionTracker object."

A block of code is set as follows:

ClassLoader loader = FirstPipeline.class.getClassLoader();String file = loader.getResource("lorem.txt").getFile();List<String> lines = Files.readAllLines(Paths.get(file), StandardCharsets.UTF_8); 

When we wish to draw your attention to a particular part of a code block, the relevant lines or items are set in bold:

@Override
public PCollection<String> expand(PBegin input) {
  return input
    .apply(Impulse.create())
    .apply(MapElements.into(TypeDescriptors.strings())
        .via(e -> directoryPath))
    .apply(new DirectoryWatch())
    .apply(Reshuffle.viaRandomKey())
    .apply(new FileRead());
}

Any command-line input or output is written as follows:

$ ./mvnw clean install

Bold: Indicates a new term, an important word, or words that you see on screen. For instance, words in menus or dialog boxes appear in bold. Here is an example: "A typical example of a runner would be Apache Flink, Apache Spark, or Google Cloud Dataflow."

Tips or Important notes

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