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Analysis Services 2012Tabular Model
In-Memory ModeVertiPaq Storage
QueryStorage
Engine Query
DAX / MDX query
DirectQuery Mode External Data Sources
Query SQL Query
Process = Read Data from External Sources
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DAX VertiPaq Query
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EVALUATE
CALCULATETABLE(SUMMARIZE(
'Internet Sales',Geography[State Province Code],"Sales", SUM( 'Internet Sales'[Sales Amount] )
),FILTER(
Customer,Customer[Last Name] = "Anand"
))
SELECT[Customer].[CustomerKey]
FROM [Customer]
WHERE( PFDATAID( [Customer].[LastName] ) = 81 )
SELECT[Geography].[StateProvinceCode]
FROM [Internet Sales]LEFT OUTER JOIN [Customer]
ON [Internet Sales].[CustomerKey] = [Customer].[CustomerKey]LEFT OUTER JOIN [Geography]
ON [Customer].[GeographyKey] = [Geography].[GeographyKey]WHERE
[Customer].[CustomerKey] IN (11096, 11989, 17005, 22513, 28899, 15054, 19626, 20344, 25918, 27141...[74 total values, not all displayed]);
CalculateTableAddColumns
Scan_VertiPaqGroupBy_VertiPaq
Scan_VertiPaqSum_VertiPaq
Scan_VertiPaq'Internet Sales'[Sales Amount]
Filter_VertiPaqScan_VertiPaq'Customer'[Last Name] = Anand
CalculateTableAddColumns
Scan_VertiPaqGroupBy_VertiPaq
Scan_VertiPaqSum_VertiPaq
Scan_VertiPaq[Sales Amount]
Filter_VertiPaqScan_VertiPaq'Customer'[Last Name] = Anand
EVALUATECALCULATETABLE(
SUMMARIZE('Internet Sales',Geography[State Province Code],"Sales", SUM( [Sales Amount] )
),FILTER(
Customer,Customer[Last Name] = "Anand"
))
SELECT[Geography].[StateProvinceCode],SUM([Internet Sales].[SalesAmount])
FROM[Internet Sales]LEFT OUTER JOIN [Customer]
ON [Internet Sales].[CustomerKey]=[Customer].[CustomerKey]LEFT OUTER JOIN [Geography]
ON [Customer].[GeographyKey]=[Geography].[GeographyKey]WHERE
[Customer].[CustomerKey] IN (11096, 11989, ...[74 total values, not all displayed]) VAND
[Geography].[StateProvinceCode] IN ('VIC', 'BC', ...[21 total values, not all displayed]);
SELECT[Geography].[StateProvinceCode]
FROM [Internet Sales]LEFT OUTER JOIN [Customer]
ON [Internet Sales].[CustomerKey] = [Customer].[CustomerKey]LEFT OUTER JOIN [Geography]
ON [Customer].[GeographyKey] = [Geography].[GeographyKey]WHERE
[Customer].[CustomerKey] IN (11096, 11989, 17005, 22513, 28899, 15054, 19626, 20344, 25918, 27141...[74 total values, not all displayed]);
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EVALUATEROW (
"Sum", SUMX(
'Internet Sales', 'Internet Sales'[Sales Amount] / 'Internet Sales'[Order Quantity] )
)
SELECTSUM( [Internet Sales].[SalesAmount] / [Internet Sales].[OrderQuantity] )
FROM [Internet Sales];
EVALUATEROW (
"Sum", SUMX (
'Internet Sales', IF (
'Internet Sales'[Sales Amount] > 0,'Internet Sales'[Sales Amount] / 'Internet Sales'[Order Quantity]
))
)
SELECTSUM(
[CallbackDataID(IF (
'Internet Sales'[Sales Amount] > 0,'Internet Sales'[Sales Amount] / 'Internet Sales'[Order Quantity]]
) )](
PFDATAID( [Internet Sales].[OrderQuantity] ), PFDATAID( [Internet Sales].[SalesAmount] )
))
FROM [Internet Sales];
SalesAmount Quantity
2,500 12
3,500 14
12,500 12
… …
SELECTSUM(
[CallbackDataID(IF (
'Internet Sales'[Sales Amount]] > 0,'Internet Sales'[Sales Amount]] / 'Internet Sales'[Order Quantity]]
) )](
PFDATAID( [Internet Sales].[OrderQuantity] ), PFDATAID( [Internet Sales].[SalesAmount] )
))
FROM [Internet Sales];
VERTIPAQ SCAN
2500, 122500, 12
IF ([Sales Amount] > 0,[Sales Amount] / [Quantity]
)
FORMULA ENGINE
2500 / 122500 / 12208.3
3500, 143500, 143500 / 143500 / 14250
12500, 1212500, 1212,500 / 1212,500 / 121041Aggregation computedinside Vertipaq, no spooling was necessary
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<Batch xmlns="http://schemas.microsoft.com/analysisservices/2003/engine"><ClearCache>
<Object><DatabaseID>Adventure Works DW Tabular</DatabaseID>
</Object></ClearCache>
</Batch>
[FirstCurrencyAmount] :=
SUMX(DimCurrency,SUMX(
DimDate,CALCULATE(
VALUES( CurrencyRate[AverageRate] )* SUM( FactInternetSales[SalesAmount] )
))
)
[SecondCurrencyAmount] :=
SUMX(CROSSJOIN(
DimCurrency, DimDate
),CALCULATE(
VALUES( CurrencyRate[AverageRate] ) * SUM( FactInternetSales[SalesAmount] )
))
DEFINE MEASURE 'Internet Sales'[Sales] =
CALCULATE( ROUND( SUM( 'Internet Sales'[Sales Amount] ), 0 ) )MEASURE 'Internet Sales'[YTD Sales] =
TOTALYTD( [Sales] , 'Date'[Date] )MEASURE 'Internet Sales'[QTD Sales] =
TOTALQTD( [Sales] , 'Date'[Date] )EVALUATE
FILTER(ADDCOLUMNS(
CROSSJOIN( VALUES( 'Date'[Calendar Year] ),VALUES( 'Date'[Month] ),VALUES( 'Date'[Month Name] )
),"Sales", [Sales],"YTD Sales", [YTD Sales],"QTD Sales", [QTD Sales]
),NOT ISBLANK( [Sales] )
)ORDER BY 'Date'[Calendar Year], 'Date'[Month]
DEFINE MEASURE 'Internet Sales'[Sales] =
CALCULATE( ROUND( SUM( 'Internet Sales'[Sales Amount] ), 0 ) )MEASURE 'Internet Sales'[YTD Sales] =
TOTALYTD( [Sales] , 'Date'[Date] )MEASURE 'Internet Sales'[QTD Sales] =
TOTALQTD( [Sales] , 'Date'[Date] )EVALUATE
ADDCOLUMNS(FILTER(
CROSSJOIN( VALUES( 'Date'[Calendar Year] ),VALUES( 'Date'[Month] ),VALUES( 'Date'[Month Name] )
),NOT ISBLANK( [Sales] )
),"Sales", [Sales],"YTD Sales", [YTD Sales],"QTD Sales", [QTD Sales]
)ORDER BY 'Date'[Calendar Year], 'Date'[Month]
EVALUATEADDCOLUMNS(
DimProduct,"SumOfSales", CALCULATE(
SUM( FactInternetSales[SalesAmount] ),USERELATIONSHIP( DimProduct[ProductKey], FactInternetSales[ProductKey] )
))
EVALUATEADDCOLUMNS (
DimProduct,"SumOfSales", CALCULATE(
SUM( FactInternetSales[SalesAmount] ),FILTER(
FactInternetSales,DimProduct[ProductKey] = CALCULATE( VALUES( FactInternetSales[ProductKey] ) )
))
)
SELECTDimProduct.ProductKey, ...SUM (FactInternetSales.SalesAmount)
FROM FactInternetSalesLEFT OUTER JOIN DimProduct
ON FactInternetSales.ProductKey = DimProduct.ProductKeyWHERE
...
SELECTFactInternetSales.ProductKey,SUM (FactInternetSales.SalesAmount)
FROM FactInternetSalesWHERE
...
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2,705,081
176,000
140230
1,440
9,000
4.058.451.434
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