MDX中一些常见的计算 1

本文来源于《MDX Solutions with Microsoft SQL.Server Analysis Services 2005 and Hyperion Essbase 2nd Edition》一书的内容,主要介绍了一些经常编写的MDX语句的写法。以下MDX语句可以在SSAS的示例库[@more@]

本文来源于《MDX Solutions with Microsoft SQL.Server Analysis Services 2005 and Hyperion Essbase 2nd Edition》一书的内容,主要介绍了一些经常编写的MDX语句的写法。以下MDX语句可以在SSAS的示例库:Adventure Works中运行。

例子模型以下的MDX中用到的Hierarchy如下:


百分比1)某个子项占总体的百分比。比如:每种Product的销售额占所有Product销售额的百分比。

WITH MEMBER [Measures].[Sale Amount Ratio] AS '[Measures].[Internet Sales Amount]/([Measures].[Internet Sales Amount], [Product].[Product Categories].[All])' , FORMAT_STRING = '0.00%' SELECT
{
[Measures].[Internet Sales Amount], [Measures].[Sale Amount Ratio]} ON 0,
NON EMPTY
[Product].[Product Categories].[Product Name].Members ON 1FROM [Adventure Works]

2)某个子项占其父项的百分比。比如:每种Product的销售额占其所属的SubCategory销售额的百分比。

WITH MEMBER [Measures].[Sale Amount Ratio] AS
'[Measures].[Internet Sales Amount]/
([Measures].[Internet Sales Amount], [Product].[Product Categories].CurrentMember.Parent)
'
, FORMAT_STRING
= '0.00%'
SELECT
{
[Measures].[Internet Sales Amount], [Measures].[Sale Amount Ratio]} ON 0,
NON EMPTY CROSSJOIN(
[Product].[Subcategory].[Subcategory].Members, [Product].[Product Categories].[Product Name].Members) ON 1
FROM [Adventure Works]

3)某个子项占其祖先的百分比。比如:每种Product的销售额占其所属的Category销售额的百分比。

WITH MEMBER [Measures].[Sale Amount Ratio] AS
'[Measures].[Internet Sales Amount]/
([Measures].[Internet Sales Amount],
ANCESTOR([Product].[Product Categories].CurrentMember, [Product].[Product Categories].[Category]))
'
, FORMAT_STRING
= '0.00%'
SELECT
{
[Measures].[Internet Sales Amount], [Measures].[Sale Amount Ratio]} ON 0,
NON EMPTY CROSSJOIN(
[Product].[Category].[Category].Members, [Product].[Product Categories].[Product Name].Members) ON 1
FROM [Adventure Works]

分配、分摊数量1)根据一个Measure值来分配数量。比如:按照每种Product占总体的销售额多少来分摊成本。

WITH MEMBER [Measures].[Product Cost] AS
'([Measures].[Internet Total Product Cost], [Product].[Product Categories].[All])*
[Measures].[Internet Sales Amount]/
([Measures].[Internet Sales Amount], [Product].[Product Categories].[All])
'
, FORMAT_STRING
= '0.00'
SELECT
{
[Measures].[Internet Sales Amount], [Measures].[Product Cost]} ON 0,
NON EMPTY
[Product].[Product Categories].[Product Name].Members ON 1
FROM [Adventure Works]

2)根据一个Hierarchy来分配数量。比如:在Product Hierarchy中计算每种Category的成本的时候,可以根据每种Category下有多少个产品来进行分配。

WITH MEMBER [Measures].[Product Cost] AS
'([Measures].[Internet Total Product Cost], [Product].[Product Categories].[All])/
Count(
Descendants (
[Product].[Product Categories].CurrentMember,
[Product].[Product Categories].[Product Name],
SELF
),
INCLUDEEMPTY
)
'
, FORMAT_STRING
= '0.00'
SELECT
{
[Measures].[Internet Sales Amount], [Measures].[Product Cost]} ON 0,
NON EMPTY
[Product].[Product Categories].[Category].Members ON 1
FROM [Adventure Works]

平均值1)简单平均值。比如:计算一个月中每天平均的销售额是多少。

WITH MEMBER Measures.[Avg Gross Profit Margin] AS
[Measures].[Internet Sales Amount]/
COUNT(Descendants([Ship Date].[Fiscal].CurrentMember, [Ship Date].[Fiscal].[Date]), INCLUDEEMPTY)

SELECT
{
[Measures].[Internet Sales Amount], Measures.[Avg Gross Profit Margin]} ON COLUMNS,
[Ship Date].[Fiscal].[month].Members ON ROWS
FROM [Adventure Works]

2)加权平均值。没有想到好的例子。

基于时间的计算1)同比和环比。比如:今年每月的销售额和去年同期相比的变化
参见前两天写的Blog : http://www.cnblogs.com/microsheen/archive/2006/10/28/542818.html,这里要补充的是,在同比MDX中,采用COUSIN或ParallelPeriod都可以,但是采用ParallelPeriod更好一些。

2)累计到当前的统计。比如:得到一年中每一个月的累计销售额。

WITH MEMBER Measures.[Additive Internet Sales Amount] AS
SUM(
PeriodsToDate(
[Ship Date].[Fiscal].[Fiscal Year],[Ship Date].[Fiscal].CurrentMember),
[Measures].[Internet Sales Amount]
)
SELECT
{
[Measures].[Internet Sales Amount], Measures.[Additive Internet Sales Amount]} ON COLUMNS,
[Ship Date].[Fiscal].[month].Members ON ROWS
FROM [Adventure Works]

3)移动平均值。比如:计算一种Category过去三个月的平均销售额合计。

WITH MEMBER Measures.[Average Internet Sales Amount] AS
AVG(LastPeriods(3, [Date].[Calendar].CurrentMember),
[Measures].[Internet Sales Amount])
SELECT
{
[Measures].[Internet Sales Amount], Measures.[Average Internet Sales Amount]} ON COLUMNS,
NON EMPTY (
[Product].[Product Categories].[Category].Members,
DESCENDANTS(
[Date].[Calendar].[Calendar Year].&[2002], [Date].[Calendar].[Month], SELF)
)
ON ROWS
FROM [Adventure Works]

总结MDX的表现力非常强大,以上的一些内容希望起到抛砖引玉的作用。
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