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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

Entity-Relationship modeling

In the previous sections, we briefly defined the three components of an E-R model: entity, attribute, and relationship. We have also seen a few E-R diagrams, drawn with different notations such as UML or crow’s foot.

In this section, we will define in a bit more detail the E-R models and show how different cases can be represented in these two common notations (UML and crow’s foot).

Main notation

We have already introduced the three components of an E-R model. In this section, we explain how they are represented visually in E-R models:

  • Entity: This is represented as a box with the name of the entity inside

If attributes are shown, the entity name is at the top and often in bold or bigger and visually separated from the attributes

  • Attribute: This is represented by the attribute’s name inside the box of the entity it belongs, with one name per line
  • Relationship: This is represented by a line joining...
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