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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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Toc

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

Working with storage modes

In the previous section, we discussed various connection modes for the queries from a Power Query perspective. This section looks at different storage modes that apply to tables after the data is loaded into a data model or connected to a data source. Every table in a Power BI data model has a storage mode property that shows if the data is cached or not. There are three types of storage modes, as outlined next:

  • Import: This means the data is cached in the memory. Therefore, all queries over a table with this storage mode get the results from the cached data.
  • DirectQuery: The data is not cached; therefore, all queries fire back to the source system.
  • Dual: The tables in this mode can get data from the cache or the source system. For instance, depending on the level of detail into which the user drills down in an aggregation setup, the query results may come from the cached data or directly from the source. We discuss aggregations in...
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