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Hands-On Business Intelligence with DAX

You're reading from   Hands-On Business Intelligence with DAX Discover the intricacies of this powerful query language to gain valuable insights from your data

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Product type Paperback
Published in Jan 2020
Publisher Packt
ISBN-13 9781838824303
Length 402 pages
Edition 1st Edition
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Author (1):
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Ian Horne Ian Horne
Author Profile Icon Ian Horne
Ian Horne
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Table of Contents (18) Chapters Close

Preface 1. Section 1: Introduction to DAX for the BI Pro
2. What is DAX? FREE CHAPTER 3. Using DAX Variables and Formatting 4. Building Data Models 5. Working with DAX in Power BI, Excel, and SSAS 6. Getting It into Context 7. Section 2: Understanding DAX Functions and Syntax
8. Progressive DAX Syntax and Functions 9. Table Functions 10. Date, Time, and Time Intelligence Functions 11. Filter Functions 12. Statistical Functions 13. Working with DAX Patterns 14. Section 3: Taking DAX to the Next Level
15. Optimizing Your Data Model 16. Optimizing Your DAX Queries 17. Other Books You May Enjoy

Introduction to the DAX calculation engines

Before we start looking at using tools to help us to optimize our DAX queries, we need to understand a little bit about the tabular query engine architecture.

When you execute a DAX query using the in-memory mode, it uses two different engines to run the calculations and come back with a result. These two engines are known as the Formula Engine (FE) and the Storage Engine (SE), and they work together in different roles to calculate the result of DAX queries.

If you execute a DAX query using DirectQuery mode, then the query engine simply coverts the DAX into a SQL statement and sends it to be executed by the external SQL Server. The query engine does no further work other than return the query result that it receives back from SQL Server.

When a DAX query is executed, a combination of the function engine and the storage engine is used...

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