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Apache Airflow Best Practices

You're reading from   Apache Airflow Best Practices A practical guide to orchestrating data workflow with Apache Airflow

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Product type Paperback
Published in Oct 2024
Publisher Packt
ISBN-13 9781805123750
Length 188 pages
Edition 1st Edition
Languages
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Authors (3):
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Dylan Storey Dylan Storey
Author Profile Icon Dylan Storey
Dylan Storey
Dylan Intorf Dylan Intorf
Author Profile Icon Dylan Intorf
Dylan Intorf
Kendrick van Doorn Kendrick van Doorn
Author Profile Icon Kendrick van Doorn
Kendrick van Doorn
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Toc

Table of Contents (20) Chapters Close

Preface 1. Part 1: Apache Airflow: History, What, and Why
2. Chapter 1: Getting Started with Airflow 2.0 FREE CHAPTER 3. Chapter 2: Core Airflow Concepts 4. Part 2: Airflow Basics
5. Chapter 3: Components of Airflow 6. Chapter 4: Basics of Airflow and DAG Authoring 7. Part 3: Common Use Cases
8. Chapter 5: Connecting to External Sources 9. Chapter 6: Extending Functionality with UI Plugins 10. Chapter 7: Writing and Distributing Custom Providers 11. Chapter 8: Orchestrating a Machine Learning Workflow 12. Chapter 9: Using Airflow as a Driving Service 13. Part 4: Scale with Your Deployed Instance
14. Chapter 10: Airflow Ops: Development and Deployment 15. Chapter 11: Airflow Ops Best Practices: Observation and Monitoring 16. Chapter 12: Multi-Tenancy in Airflow 17. Chapter 13: Migrating Airflow 18. Index 19. Other Books You May Enjoy

Getting Started with Airflow 2.0

In modern software development and data processing, orchestration plays a pivotal role in ensuring the coordination and execution of complex workflows. As organizations strive to manage their ever-growing data and application landscapes, the need for an efficient orchestration system becomes paramount.

With Airflow 2.0 having been released for some time and moving quickly to increase its capabilities, we elected to distill our experiences in operating Airflow to help others by showing them patterns that have worked well for others in the past.

Our goal with this book is to help engineers and organizations adopting Apache Airflow as their orchestration solution get the most out of their technology selection by guiding them to better choices as they go through their adoption journey and scale.

In this chapter, we will learn what data orchestration is and how it is applied to several industries facing data challenges. In addition, we will explore...

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Apache Airflow Best Practices
Published in: Oct 2024
Publisher: Packt
ISBN-13: 9781805123750
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