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Expert Cube Development with SSAS Multidimensional Models

You're reading from   Expert Cube Development with SSAS Multidimensional Models For Analysis Service cube designers this is the hands-on tutorial that will take your expertise to a whole new level. Written by a team of Microsoft SSAS experts, it digs deep to optimize your Business Intelligence capabilities.

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Product type Paperback
Published in Feb 2014
Publisher Packt
ISBN-13 9781849689908
Length 402 pages
Edition Edition
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Table of Contents (19) Chapters Close

Expert Cube Development with SSAS Multidimensional Models
Credits
About the Authors
About the Reviewers
www.PacktPub.com
Preface
1. Designing the Data Warehouse for Analysis Services FREE CHAPTER 2. Building Basic Dimensions and Cubes 3. Designing More Complex Dimensions 4. Measures and Measure Groups 5. Handling Transactional-Level Data 6. Adding Calculations to the Cube 7. Adding Currency Conversion 8. Query Performance Tuning 9. Securing the Cube 10. Going in Production 11. Monitoring Cube Performance and Usage DAX Query Support Index

Implementation details


For the most part, this functionality is not something you need to worry about as a cube designer: it just works. However, it is helpful to understand how Multidimensional objects map onto the concepts found in the DAX language.

Mapping Multidimensional objects to Tabular concepts

The following table shows how all of the major objects found in Analysis Services Multidimensional and MDX are translated to Tabular objects for the purposes of writing DAX queries:

Multidimensional Object

Tabular Object

Cube

Model

Cube Dimension

Table

Attribute Keys and Names

Columns in Tables

Measure Group

Table

Measure not associated with a Measure Group

Measure in a Table called "Measures"

Relationship between a Measure Group and a Cube Dimension

Relationship between two Tables

Perspective

Perspective

KPI

KPI

User Hierarchy

Hierarchy

Parent/Child Hierarchy

Hierarchy

The contents of this table can be summarized very easily: when you view a Multidimensional model through Power View, all measure groups and dimensions look like tables, measures are measures, and hierarchies are hierarchies.

Unsupported features

Some functionality in Analysis Services Multidimensional is not supported for DAX queries and Power View, but not much:

  • Cell security is not supported at all. If a user is a member of a role that has cell security applied, they will not be able to connect via Power View or run DAX queries.

  • Some measure format strings, including some of those that return string, date, or Boolean values such as True, False, On, or Off, will not work. Format strings applied to null values are likewise ignored.

  • Calculated measures are fully supported, but calculated members on dimensions other than the measures dimension are only partially supported. Calculated members on attribute hierarchies of non-measures dimensions will only appear if they are a child of the All Member and there is at least one other real member, or if there is no All Member and there is at least one other real member. Furthermore, the attribute hierarchy with the calculated member cannot be the key attribute of the dimension unless the key attribute is the only hierarchy on the dimension. Calculated members on user hierarchies and parent/child hierarchies are not supported. This means that most of the Calculation dimension techniques described in Chapter 6, Adding Calculations to the Cube will work with Power View.

  • Parent/child hierarchies are supported, but they appear as flattened structures with repeating values. This is not very user-friendly.

  • Certain DAX functions such as Path() are not supported.

  • There is no way to use Actions in Power View.

New functionality in Analysis Services

There are two small new pieces of functionality in Analysis Services that support specific Power View features:

  • To enable Power View to use an attribute in a map, you have to set the following:

    • The dimension's Type property to Geography

    • The attribute's Type property to something in the Geography category, such as Country

  • To enable Power View to treat the name of a member on an attribute hierarchy as a URL pointing to an image so that the image can be displayed in a dashboard, set the attribute's Type property to Image\ImageURL

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