MDX Fundamentals Tutorial
This tutorial introduces the fundamental concepts of Multidimensional Expressions (MDX) for SQL Server Analysis Services. MDX is a query language used to retrieve data from OLAP cubes.
Introduction to MDX
Multidimensional Expressions (MDX) is the standard query language for Microsoft SQL Server Analysis Services. It's a powerful tool for analyzing data stored in multidimensional structures (cubes).
Core Concepts
Understanding the following core concepts is crucial for mastering MDX:
- Dimensions and Hierarchies: How data is organized.
- Measures: The numeric values you want to analyze.
- Members: Specific elements within a dimension or hierarchy (e.g., '2023' in a 'Year' hierarchy).
- Tuples: A set of members, one from each of a specified set of dimensions.
- Sets: An ordered collection of tuples.
Basic MDX Syntax
An MDX query typically consists of the following clauses:
- SELECT: Specifies the axes (rows and columns) of the query.
- FROM: Specifies the cube or perspective to query.
- WHERE: Filters the data by specifying a slicer.
Example: A Simple Query
Let's look at a basic MDX query to retrieve the 'Internet Sales Amount' for the '2023' year and the 'United States' country.
SELECT
{[Measures].[Internet Sales Amount]} ON COLUMNS,
{[Geography].[Country].&[United States]} ON ROWS
FROM
[Adventure Works]
WHERE
([Date].[Calendar Year].&[2023])
Key MDX Functions
MDX provides a rich set of functions for manipulating data and performing complex calculations. Some common functions include:
[Measures].[Measure Name]
: Refers to a measure.[Dimension Name].[Hierarchy Name].[Member Name]
: Refers to a specific member..CHILDREN
: Returns the children of a member..PARENT
: Returns the parent of a member..DESCENDANTS
: Returns all descendants of a member.SUM()
: Aggregates values.AVG()
: Calculates the average.
Working with Sets
Sets are fundamental to MDX. They can be created using functions like { }
for explicit members, ()
for tuples, and functions like { [Dimension].[Hierarchy].Members }
or [Dimension].[Hierarchy].Children
.
Example: Using a Set
SELECT
{ [Measures].[Internet Sales Amount], [Measures].[Internet Sales Quantity] } ON COLUMNS,
{ [Product].[Category].&[1], [Product].[Category].&[2] } ON ROWS
FROM
[Adventure Works]
Next Steps
To continue your learning:
- Explore more advanced MDX functions for calculations and aggregations.
- Learn how to create calculated members and measures.
- Understand MDX script and its role in Analysis Services.