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Data Engineering with dbt

You're reading from   Data Engineering with dbt A practical guide to building a cloud-based, pragmatic, and dependable data platform with SQL

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Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781803246284
Length 578 pages
Edition 1st Edition
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Author (1):
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Roberto Zagni Roberto Zagni
Author Profile Icon Roberto Zagni
Roberto Zagni
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Table of Contents (21) Chapters Close

Preface 1. Part 1: The Foundations of Data Engineering
2. Chapter 1: The Basics of SQL to Transform Data FREE CHAPTER 3. Chapter 2: Setting Up Your dbt Cloud Development Environment 4. Chapter 3: Data Modeling for Data Engineering 5. Chapter 4: Analytics Engineering as the New Core of Data Engineering 6. Chapter 5: Transforming Data with dbt 7. Part 2: Agile Data Engineering with dbt
8. Chapter 6: Writing Maintainable Code 9. Chapter 7: Working with Dimensional Data 10. Chapter 8: Delivering Consistency in Your Data 11. Chapter 9: Delivering Reliability in Your Data 12. Chapter 10: Agile Development 13. Chapter 11: Team Collaboration 14. Part 3: Hands-On Best Practices for Simple, Future-Proof Data Platforms
15. Chapter 12: Deployment, Execution, and Documentation Automation 16. Chapter 13: Moving Beyond the Basics 17. Chapter 14: Enhancing Software Quality 18. Chapter 15: Patterns for Frequent Use Cases 19. Index 20. Other Books You May Enjoy

Creating the architectural layers

In this section, we will complete the layers of the Pragmatic Data Platform (PDP) architecture – staging/storage, refined, and the marts for delivery.

Figure 6.1: The layers that make up the Pragmatic Data Platform

Figure 6.1: The layers that make up the Pragmatic Data Platform

Creating the Staging layer

In Chapter 4, we created the refined layer by adding the relevant configuration to the main configuration file, dbt_project.yml. Let’s do the same for the staging layer.

Add at the end of the main config file the configuration for the staging layer, as exemplified here:

    staging:    #Applies to all files under models/staging/
      +materialized: view
      +schema: STAGING

You can add it above or below the configuration for the refined layer, as you prefer, as long as it is indented correctly and at the same level as the refined config.

You can find the...

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