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Expert Data Modeling with Power BI, Second Edition

You're reading from   Expert Data Modeling with Power BI, Second Edition Enrich and optimize your data models to get the best out of Power BI for reporting and business needs

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Product type Paperback
Published in Apr 2023
Publisher Packt
ISBN-13 9781803246246
Length 698 pages
Edition 2nd Edition
Languages
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Author (1):
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Soheil Bakhshi Soheil Bakhshi
Author Profile Icon Soheil Bakhshi
Soheil Bakhshi
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Table of Contents (22) Chapters Close

Preface 1. Section I: Data Modeling in Power BI
2. Introduction to Data Modeling in Power BI FREE CHAPTER 3. Data Analysis eXpressions and Data Modeling 4. Section II: Data Preparation in Query Editor
5. Data Preparation in Power Query Editor 6. Getting Data from Various Sources 7. Common Data Preparation Steps 8. Star Schema Preparation in Power Query Editor 9. Data Preparation Common Best Practices 10. Section III: Data Modeling
11. Data Modeling Components 12. Star Schema and Data Modeling Common Best Practices 13. Section IV: Advanced Data Modeling
14. Advanced Data Modeling Techniques 15. Row-Level and Object-Level Security 16. Dealing with More Advanced Data Warehousing Concepts in Power BI 17. Introduction to Dataflows 18. DirectQuery Connections to Power BI Datasets and Analysis Services in Composite Models 19. New Options, Features, and DAX Functions 20. Other Books You May Enjoy
21. Index

Common RLS implementation approaches

There are usually two different approaches to implementing RLS in Power BI Desktop: static RLS and dynamic RLS. In the following few sections, we look at both approaches by implementing real-world scenarios.

Static RLS implementation

A static RLS approach is when we define rules that statically apply filters to the data model. For example, in Figure 11.2, we created a static RLS rule to filter the Internet Sales amounts by currency when the currency equals AUD. While static RLS is simple to implement, depending on the scenario, it can get quite expensive to maintain and support. Moreover, static RLS is sometimes just enough to satisfy business requirements.

Let us go through a scenario; Adventure Works is an international organization with a few security groups within Azure Active Directory (Azure AD) or Microsoft 365, separating users based on their geographical locations. The business wants to implement RLS so that Australian users...

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