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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

Components of Airflow

Apache Airflow is a distributed system with multiple components. While distributed systems are inherently complex, the components themselves are relatively simple. It is important to understand each component’s specific role and the role they play in the operation of an Airflow application. Understanding their setup, operation, and maintenance will help you scale confidently and become experts at operating your Airflow environments in production. In this chapter, you will learn about each component’s responsibility and capabilities within the overall application, how to select certain configurations for certain components, and how to determine which capabilities you will need in order to achieve your business goals.

It is important to focus on understanding basic components such as these as there is often optimization and latent capacity opportunities to be found as the total number of tasks and jobs that Airflow orchestrates grows.

In this...

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