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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

Multi-Tenancy in Airflow

As your organization increases its adoption of Airflow, it is likely that more people and teams are going to want to use it. This increased usage means that there will be an increased load on what is a fundamentally shared architecture, so figuring out how to safely support different groups and individuals with different needs effectively is a critical step in your maturation journey.

In this chapter, we’ll discuss options and configurations to isolate workloads and share infrastructure in Airflow. Multi-tenancy can mean different things to different people, and we should start by plainly stating that, by many definitions, Airflow is not a multi-tenant application. Many of the patterns and practices presented in this chapter will help you provide for a shared environment but will not necessarily provide high levels of isolation and security.

In this chapter, we’ll cover the following areas:

  • When to (and not to) choose multi-tenancy...
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