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Thursday, October 19, 2017

SSAS + Forecast calculations MDX

Following forecast member returns forecast figures for a given measure based on the entire history.

WITH MEMBER 
[Measures Utility].[Measure Calculations].[Linear Regression Forecast]
AS LinRegPoint(
    Rank(
        [Period].[Extended Year - Quarter - Month].CurrentMember,
        [Period].[Extended Year - Quarter - Month].CurrentMember.Level.Members
        ),
    Exists(
        [Period].[Extended Year - Quarter - Month].CurrentMember.Level.Members,
        [Period].[Calendar Year - Quarter - Month].[Month].Members),

    ([Measures].CurrentMember, [Measures Utility].[Measure Calculations].DefaultMember),
    Rank(
    [Period].[Extended Year - Quarter - Month].CurrentMember,
    [Period].[Extended Year - Quarter - Month].CurrentMember.Level.Members)
)

SELECT

([Measures].[RXA Value] *
[Measures Utility].[Measure Calculations].[Linear Regression Forecast]

) on 0,
NON EMPTY {[Period].[Extended Month].Children} 

ON 1
FROM [Cube Name]


Forecasts based on 3 months data points
CREATE MEMBER CURRENTCUBE.[Measures Utility].[Measure Calculations].[Linear Regression Forecast - 3 Data Points]
AS LinRegPoint(
    Rank([Period].[Operational Year - Quarter - Month].CurrentMember,
            {
            Tail(Exists([Period].[Operational Year - Quarter - Month].Month.Members, [Period].[Calendar Year - Quarter - Month].[Month].Members),1).Item(0).Item(0).Lag(2):
            Tail(Exists([Period].[Operational Year - Quarter - Month].Month.Members, [Period].[Calendar Year - Quarter - Month].[Month].Members),1).Item(0).Item(0).Parent.Parent.LastChild.LastChild
            } --[Output Period]
         ),  -- Measures.OutputX (Current Financial Year)
         Tail(Exists([Period].[Operational Year - Quarter - Month].Month.Members, [Period].[Calendar Year - Quarter - Month].[Month].Members),3), -- [Input Period] -- 3 Months
    (    [Measures].CurrentMember,
        [Measures Utility].[Measure Calculations].DefaultMember), -- Measures.Input Y
    Rank(
        [Period].[Operational Year - Quarter - Month].CurrentMember,
        Tail(Exists([Period].[Operational Year - Quarter - Month].Month.Members, [Period].[Calendar Year - Quarter - Month].[Month].Members),3) --[Input Period] -- 3 Months
        ) -- Measures.InputX
    ),
FORMAT_STRING = "#,#.00",
VISIBLE = 1;

Find SQLserver sessions to a DB and Kill all in one goal

Get the list of connections

Select * from master.dbo.sysprocesses
where dbid = db_id('databaseName')
 Kill all the connection to a given database
Use Master
Go

Declare @dbname sysname

Set @dbname = 'databaseName'

Declare @spid int
Select @spid = min(spid) from master.dbo.sysprocesses
where dbid = db_id(@dbname)
While @spid Is Not Null
Begin
        Execute ('Kill ' + @spid)
        Select @spid = min(spid) from master.dbo.sysprocesses
        where dbid = db_id(@dbname) and spid > @spid
End
GOReference : http://stackoverflow.com/questions/1154200/when-restoring-a-backup-how-do-i-disconnect-all-active-connections













Unzip all the zip files in a folder + PowerShell


PARAM 
(
    [string] $ZipFilesPath = "E:\TEMP\TEMP DSE",
    [string] $UnzipPath = "E:\TEMP\TEMP DSE"
)
$Shell = New-Object -com Shell.Application
$Location = $Shell.NameSpace($UnzipPath)
 $ZipFiles = Get-Childitem $ZipFilesPath -Recurse -Include *.zip
 
$progress = 1
foreach ($ZipFile in $ZipFiles) {
    Write-Progress -Activity "Unzipping to $($UnzipPath)" -PercentComplete (($progress / ($ZipFiles.Count + 1)) * 100) -CurrentOperation $ZipFile.FullName -Status "File $($Progress) of $($ZipFiles.Count)"
    $ZipFolder = $Shell.NameSpace($ZipFile.fullname)
 
 
    $Location.Copyhere($ZipFolder.items(), 1040)
    $progress++
}

Function & SSIS Expression to Retrieve MonthNumber in YYYYMM Format

TSQL Function
E.g. 1. Following function can be used to return Month number in YYYYMM format for a month name in "MON-YYYY", "MON YYYY", "MON/YYYY" Formats.

CREATE FUNCTION dbo.[Retrieve MonthNumber(YYYYMM)](@MonthName Varchar(50), @MonthNameFormat Varchar(50))
RETURNS INT AS
BEGIN
    DECLARE @MonthNumber INT;
    SET @MonthName = UPPER(@MonthName);
    RETURN CASE
        WHEN UPPER(@MonthNameFormat) = 'MON-YYYY' OR UPPER(@MonthNameFormat) = 'MON YYYY' THEN
            CASE
                WHEN LEFT(@MonthName, 3) = 'JAN' THEN  CAST(RIGHT(@MonthName,4) + '01' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'FEB' THEN  CAST(RIGHT(@MonthName,4) + '02' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'MAR' THEN  CAST(RIGHT(@MonthName,4) + '03' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'APR' THEN  CAST(RIGHT(@MonthName,4) + '04' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'MAY' THEN  CAST(RIGHT(@MonthName,4) + '05' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'JUN' THEN  CAST(RIGHT(@MonthName,4) + '06' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'JUL' THEN  CAST(RIGHT(@MonthName,4) + '07' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'AUG' THEN  CAST(RIGHT(@MonthName,4) + '08' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'SEP' THEN  CAST(RIGHT(@MonthName,4) + '09' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'OCT' THEN  CAST(RIGHT(@MonthName,4) + '10' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'NOV' THEN  CAST(RIGHT(@MonthName,4) + '11' AS INTEGER)
                WHEN LEFT(@MonthName, 3) = 'DEC' THEN  CAST(RIGHT(@MonthName,4) + '12' AS INTEGER)
                ELSE
                    0
            END
        WHEN UPPER(@MonthNameFormat) = 'MM/YYYY' OR UPPER(@MonthNameFormat) = 'MM-YYYY' THEN
            CASE
                WHEN LEFT(@MonthName, 2) = '01' THEN  CAST(RIGHT(@MonthName,4) + '01' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '02' THEN  CAST(RIGHT(@MonthName,4) + '02' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '03' THEN  CAST(RIGHT(@MonthName,4) + '03' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '04' THEN  CAST(RIGHT(@MonthName,4) + '04' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '05' THEN  CAST(RIGHT(@MonthName,4) + '05' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '06' THEN  CAST(RIGHT(@MonthName,4) + '06' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '07' THEN  CAST(RIGHT(@MonthName,4) + '07' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '08' THEN  CAST(RIGHT(@MonthName,4) + '08' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '09' THEN  CAST(RIGHT(@MonthName,4) + '09' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '10' THEN  CAST(RIGHT(@MonthName,4) + '10' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '11' THEN  CAST(RIGHT(@MonthName,4) + '11' AS INTEGER)
                WHEN LEFT(@MonthName, 2) = '12' THEN  CAST(RIGHT(@MonthName,4) + '12' AS INTEGER)
                ELSE
                    0
            END
    ELSE
        0
    END
END;
GO



Following qeury can be used to test / execute above function.
SELECT dbo.[Retrieve MonthNumber(YYYYMM)]('01/2015', 'MM/YYYY')


E.g. 2. Following function can be used to return Month number in YYYYMM format for a month name in "### Mon  YYYY" format.

CREATE FUNCTION [dbo].[GetMonthID] (
@Period VARCHAR(50))
RETURNS INT
AS
BEGIN
DECLARE @Year VARCHAR(50) = 0;
DECLARE @Month VARCHAR(50)= 0;
DECLARE @MonthID INT = NULL;
  
SELECT @Year = SUBSTRING( @Period, CHARINDEX('20',@Period, 1) , 4)
SELECT @Month = CASE 
WHEN @Period LIKE '%JAN%' THEN '01' 
WHEN @Period LIKE '%FEB%' THEN '02' 
WHEN @Period LIKE '%MAR%' THEN '03' 
WHEN @Period LIKE '%APR%' THEN '04' 
WHEN @Period LIKE '%MAY%' THEN '05' 
WHEN @Period LIKE '%JUN%' THEN '06' 
WHEN @Period LIKE '%JUL%' THEN '07' 
WHEN @Period LIKE '%AUG%' THEN '08' 
WHEN @Period LIKE '%SEP%' THEN '09' 
WHEN @Period LIKE '%OCT%' THEN '10' 
WHEN @Period LIKE '%NOV%' THEN '11' 
WHEN @Period LIKE '%DEC%' THEN '12' 
END
IF ISNUMERIC(@Year + @Month) = 1
SET @MonthID = CAST(@Year + @Month AS INT);
ELSE 
SET @MonthID = NULL

RETURN @MonthID

END;

Query
SELECT dbo.GetMonthID([Time Period NAME]) FROM dbo.TableName

SSIS Expression
Following expression can be used to return Month number in YYYYMM format for a month name in "MON-YYYY", "MON YYYY", "MON/YYYY" Formats.
(DT_I4)(SUBSTRING(Month,4,2) + RIGHT(Month,2) +
    (    FINDSTRING(Month,"JAN",1) > 0 ? "01" :
        FINDSTRING(Month,"FEB",1) > 0 ? "02" :
        FINDSTRING(Month,"MAR",1) > 0 ? "03" :
        FINDSTRING(Month,"APR",1) > 0 ? "04" :
        FINDSTRING(Month,"MAY",1) > 0 ? "05" :
        FINDSTRING(Month,"JUN",1) > 0 ? "06" :
        FINDSTRING(Month,"JUL",1) > 0 ? "07" :
        FINDSTRING(Month,"AUG",1) > 0 ? "08" :
        FINDSTRING(Month,"SEP",1) > 0 ? "09" :
        FINDSTRING(Month,"OCT",1) > 0 ? "10" :
        FINDSTRING(Month,"NOV",1) > 0 ? "11" :
        FINDSTRING(Month,"DEC",1) > 0 ? "12" :
        "00"
        )
    )