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Tabular Modeling with SQL Server 2016 Analysis Services Cookbook电子书

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4人正在读 | 0人评论 9.8

作       者:Derek Wilson

出  版  社:Packt Publishing

出版时间:2017-01-01

字       数:76.5万

所属分类: 进口书 > 外文原版书 > 电脑/网络

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Expert tabular modeling techniques for building and deploying cutting-edge business analytical reporting solutions About This Book Build and deploy Tabular Model projects from relational data sources Leverage DAX and create high-performing calculated fields and measures Create ad-hoc reports based on a Tabular Model solution Useful tips to monitor and optimize your tabular solutions Who This Book Is For This book is for SQL BI professionals and Architects who want to exploit the full power of the new Tabular models in Analysis Services. Some knowledge of previous versions of Analysis services would be helpful but is not essential. What You Will Learn Learn all about Tabular services mode and how it speeds up development Build solutions using sample datasets Explore built-in actions and transitions in SSAS 2016 Implement row-column, and role-based security in a Tabular Data model Realize the benefits of in-memory and DirectQuery deployment modes Get up to date with the new features added to SQL Server 2016 Analysis Services Optimize Data Models and Relationships Usage In Detail SQL Server Analysis Service (SSAS) has been widely used across multiple businesses to build smart online analytical reporting solutions. It includes two different types of modeling for analysis services: Tabular and Multi Dimensional. This book covers Tabular modeling, which uses tables and relationships with a fast in-memory engine to provide state of the art compression algorithms and query performance. The book begins by quickly taking you through the concepts required to model tabular data and set up the necessary tools and services. As you learn to create tabular models using tools such as Excel and Power View, you’ll be shown various strategies to deploy your model on the server and choose a query mode (In-memory or DirectQuery) that best suits your reporting needs. You’ll also learn how to implement key and newly introduced DAX functions to create calculated columns and measures for your model data. Last but not least, you’ll be shown techniques that will help you administer and secure your BI implementation along with some widely used tips and tricks to optimize your reporting solution. By the end of this book, you’ll have gained hands-on experience with the powerful new features that have been added to Tabular models in SSAS 2016 and you’ll be able to improve user satisfaction with faster reports and analytical queries. Style and approach This book takes a practical, recipe-based approach where each recipe lists the steps to address or implement a solution. You will be provided with several approaches to creating a business intelligence semantic model using analysis services.
目录展开

Tabular Modeling with SQL Server 2016 Analysis Services Cookbook

Tabular Modeling with SQL Server 2016 Analysis Services Cookbook

Credits

About the Author

About the Reviewer

www.PacktPub.com

Why subscribe?

Customer Feedback

Preface

What this book covers

What you need for this book

Who this book is for

Sections

Getting ready

How to do it…

How it works…

There's more…

See also

Conventions

Reader feedback

Customer support

Downloading the example code

Downloading the color images of this book

Errata

Piracy

Questions

1. Introduction to Microsoft Analysis Services Tabular Mode

Introduction

Learning about Microsoft Business Intelligence and SQL Server 2016

Understanding tabular mode

Learning what's new in SQL Server 2016 tabular mode

Modeling

Instance management

Scripting

DAX

Importing sample datasets

Getting ready

How to do it...

How it works...

Understanding basic concepts

Tables

Columns

Measures

Relationships

Hierarchies

2. Setting up a Tabular Mode Environment

Introduction

Installing and configuring a development environment

Getting ready

How to do it...

How it works...

Installing Visual Studio 2015

Getting ready

How to do it...

How it works...

Installing SQL Server Data Tools (SSDT)

Getting ready

How to do it...

How it works...

Interacting with SQL Server Data Tools

Getting ready

How to do it...

How it works...

Configuring a workspace server

Getting ready

How to do it...

How it works...

There's more...

Configuring SSAS project properties

Getting ready

How to do it...

How it works...

3. Tabular Model Building

Introduction

Adding new data to a tabular model

Getting ready

How to do it...

How it works...

Adding a calculated column

Getting ready

How to do it...

How it works...

Adding a measure to a tabular model

How to do it...

How it works...

Changing model views

How to do it...

How it works...

There's more...

Renaming columns

How to do it...

How it works...

Defining a date table

Getting ready

How to do it...

How it works...

Creating hierarchies

How to do it...

How it works...

Understanding and building relationships

Getting ready

How to do it...

How it works...

Creating and organizing display folders

Getting ready

How to do it...

How it works...

Deploying your first model

Getting ready

How to do it...

How it works...

Browsing your model with SQL Server Management Studio

How to do it...

How it works...

Browsing your model with Microsoft Excel

How to do it...

How it works...

4. Working in Tabular Models

Introduction

Opening an existing model

How to do it...

How it works...

Importing data

Getting ready

How to do it...

How it works...

Modifying model relationships

How to do it...

How it works...

Modifying model measures

How to do it...

How it works...

Modifying model columns

How to do it...

How it works...

Modifying model hierarchies

How to do it...

How it works...

There's more...

Creating a calculated table

How to do it...

How it works...

There's more...

Creating key performance indicators (KPIs)

How to do it...

How it works...

Modifying key performance indicators (KPIs)

How to do it...

How it works...

Deploying a modified model

How to do it...

How it works...

There's more...

5. Administration of Tabular Models

Introduction

Managing tabular model properties

Changing data backup locations

Changing DirectQuery mode

Changing workspace retention

Changing workspace server

Managing perspectives

Getting ready

How to do it...

Adding a new perspective

Editing a perspective

Renaming a perspective

Deleting a perspective

Copying a perspective

Managing partitions

How to do it...

Creating a Partition

Editing a partition

Processing partitions

How it works...

Managing roles

Getting ready

How to do it...

Creating Admin role

Creating a Read role

Creating a read and process role

Creating a process role

Editing roles

There's more...

Managing server properties

How to do it...

Managing Analysis Services memory

How to do it...

How it works...

6. In-Memory Versus DirectQuery Mode

Introduction

Understanding query modes

Understanding in-memory mode

Advantages of in-memory

Limitations of in-memory

Understanding DirectQuery mode

Advantages of DirectQuery

Limitations of DirectQuery mode

Creating a new DirectQuery project

How to do it...

How it works...

Configuring DirectQuery table partitions

How to do it...

How it works...

Testing DirectQuery mode

How it works...

7. Securing Tabular Models

Introduction

Configuring static row-level security

Getting ready

How to do it...

How it works...

Configuring dynamic filter security

Getting ready

How to do it...

How it works...

8. Combining Tabular Models with Excel

Introduction

Using Analyze in Excel from SSMS

How to do it...

How it works...

Connecting to Excel from SQL Server Data Tools

How to do it...

How it works...

Using PivotTables with tabular data

Using Slice, Sort, and Filter

How to do it...

How it works...

Using the timeline filter with pivot tables

How to do it...

How it works...

Analyzing data with Power View

How to do it...

How it works...

There's more...

Importing data with Power Pivot

Getting ready

How it works...

Modeling data with Power Pivot

Getting ready

How to do it...

How it works...

Adding data to Power Pivot

Getting ready

How to do it...

How it works...

Moving Power Pivot models to the enterprise

Moving Power Pivot to SSAS via Management Studio

How to do it...

How it works...

Moving Power Pivot to SSAS via SQL Server Data Tools

How to do it...

How it works...

9. DAX Syntax and Calculations

Introduction

Understanding DAX formulas

Getting ready

How to do it...

How it works...

There's more...

Using the AutoSum measure in Visual Studio

How to do it...

How it works...

Creating calculated measures

Getting ready

How to do it...

How it works...

Creating calculated columns

How to do it...

How it works...

There's more...

Using the IF function

Getting ready

How to do it...

How it works...

Using the AND function

How to do it...

Using the SWITCH function

How to do it...

How it works...

There's more...

Using the CONCATENATE function

How to do it...

How it works...

There's more...

Using the LEFT Function

How to do it...

How it works...

There's more...

Using the RELATED function

How to do it...

How it works...

There's more...

Using the RELATEDTABLE function

How to do it...

How it works...

Using EVALUATE in DAX queries

How to do it...

Filtering based on a value

Getting ready

How to do it...

How it works...

Filtering a related table

How to do it...

How it works...

Using ALL to remove filters

How to do it...

How it works...

Using ALL to calculate a percentage

Getting ready

How to do it...

How it works...

Using the SUMMARIZE function

How to do it...

How it works...

Adding columns to the SUMMARIZE function

Getting ready

How to do it...

How it works...

Using ROLLUP with the SUMMARIZE function

How to do it...

How it works...

10. Working with Dates and Time Intelligence

Introduction

Creating a date table in Visual Studio

Getting ready

How to do it...

How it works...

Using the CALENDAR function

How to do it...

How it works...

Modifying the date table with the YEAR function

Getting ready

How to do it...

How it works...

Modifying the date table to include month data

How to do it...

How it works...

There's more...

Using the NOW and TODAY functions

How to do it...

How it works...

Using the DATEDIFF function

Getting ready

How to do it...

How it works...

There's more...

Using the WEEKDAY function

How to do it...

How it works...

There's more...

See also...

Using the FIRSTDATE function

How to do it...

How it works...

There's more...

Using the PARALLELPERIOD function

How to do it...

How it works...

There's more...

Calculating Year over Year Growth

How to do it...

How it works...

Using the OPENINGBALANCEMONTH function

How to do it...

How it works...

Using the OPENINGBALANCEYEAR function

How to do it...

How it works...

Using the CLOSINGBALANCEMONTH function

How to do it...

How it works...

Using the CLOSINGBALANCEYEAR function

How to do it...

How it works...

Using the TOTALYTD function

How to do it...

How it works...

11. Using Power BI for Analysis

Introduction

Getting started with Power BI desktop

How to do it...

How it works...

Adding data to Power BI reports

How to do it...

How it works...

There's more...

Visualizing the crash data with Power BI

Getting ready

How to do it...

How it works...

Editing visualization properties in Power BI

Getting ready

How to do it...

How it works...

Adding additional visualizations to Power BI

Getting ready

How it to do it...

How it works...

Adding a slicer to Power BI

Getting ready

How to do it...

How it works...

Using analytics in Power BI

Getting ready

How to do it...

How it works...

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