Forum Discussion
No CACULATE challenge
- 3 years ago
Hi AlexisOlson & Greg_Deckler
This one uses neither CALCULATE nor CALCULATETABLE and performs faster than the original oneSales Amount (Delivered) 2 = VAR SelectedSales = ALLSELECTED ( Sales ) VAR SummarySales = SUMMARIZE ( SelectedSales, Sales[DeliveredDateKey], "@SalesAnount", SUM ( Sales[SalesAmount] ) ) RETURN SUMX ( VALUES ( 'Calendar'[DateKey] ), VAR FilteredSales = FILTER ( SummarySales, [DeliveredDateKey] = 'Calendar'[DateKey] ) RETURN SUMX ( FilteredSales, [@SalesAnount] ) ) - 3 years ago
AlexisOlson Good challenge! I am a Pro CALCULATE but recommend users not to stick with a single side.
Here are my solutions:Solution 1 using INNERJOIN, performs in 40ms without any filter
Delivered Amount AS = VAR Dates = SELECTCOLUMNS ( VALUES ( 'Calendar'[DateKey] ), "DeliveredDateKey", 'Calendar'[DateKey] & "" ) VAR SalesByDelivery = SELECTCOLUMNS ( SUMMARIZE ( ALLSELECTED ( Sales ), Sales[DeliveredDateKey], "Sum", SUM ( Sales[SalesAmount] ) ), "DeliveredDateKey", [DeliveredDateKey] & "", "Sales", [Sum] ) VAR Result = SUMX ( NATURALINNERJOIN ( Dates, SalesByDelivery ), [Sales] ) RETURN ResultSolution 2 using CONTAINSROW or the IN performs in 23 ms
Delivered Amount AS 2 = VAR SalesByDeliveryDate = SUMMARIZE ( ALL ( Sales ), Sales[DeliveredDateKey], "TotalSales", SUM ( Sales[SalesAmount] ) ) VAR CurrentYearRows = FILTER ( SalesByDeliveryDate, CONTAINSROW ( VALUES ( 'Calendar'[DateKey] ), Sales[DeliveredDateKey] ) ) VAR Result = SUMX ( CurrentYearRows, [TotalSales] ) RETURN ResultCumulative Total - I added a YearMonth column in the Dates table, since we are not showing date level I decided to reduce granularity, takes about 50ms.
CT DeliveredAmount AS = VAR SalesByDelivery = SUMMARIZE ( ALL ( Sales ), Sales[DeliveredDateKey], "@TotalSales", SUM ( Sales[SalesAmount] ), "@YearMonth", YEAR ( Sales[DeliveredDateKey] ) * 100 + MONTH ( Sales[DeliveredDateKey] ) ) VAR Result = SUMX ( FILTER ( SalesByDelivery, [@YearMonth] <= MAX ( 'Calendar'[YearMonth] ) ), [@TotalSales] ) RETURN Resulttamerj1 I tried and your code and it returns incorrect subtotals.
AlexisOlson Good challenge! I am a Pro CALCULATE but recommend users not to stick with a single side.
Here are my solutions:
Solution 1 using INNERJOIN, performs in 40ms without any filter
Delivered Amount AS =
VAR Dates =
SELECTCOLUMNS (
VALUES ( 'Calendar'[DateKey] ),
"DeliveredDateKey", 'Calendar'[DateKey] & ""
)
VAR SalesByDelivery =
SELECTCOLUMNS (
SUMMARIZE (
ALLSELECTED ( Sales ),
Sales[DeliveredDateKey],
"Sum", SUM ( Sales[SalesAmount] )
),
"DeliveredDateKey", [DeliveredDateKey] & "",
"Sales", [Sum]
)
VAR Result =
SUMX (
NATURALINNERJOIN ( Dates, SalesByDelivery ),
[Sales]
)
RETURN
Result
Solution 2 using CONTAINSROW or the IN performs in 23 ms
Delivered Amount AS 2 =
VAR SalesByDeliveryDate =
SUMMARIZE (
ALL ( Sales ),
Sales[DeliveredDateKey],
"TotalSales", SUM ( Sales[SalesAmount] )
)
VAR CurrentYearRows =
FILTER (
SalesByDeliveryDate,
CONTAINSROW (
VALUES ( 'Calendar'[DateKey] ),
Sales[DeliveredDateKey]
)
)
VAR Result =
SUMX ( CurrentYearRows, [TotalSales] )
RETURN
Result
Cumulative Total - I added a YearMonth column in the Dates table, since we are not showing date level I decided to reduce granularity, takes about 50ms.
CT DeliveredAmount AS =
VAR SalesByDelivery =
SUMMARIZE (
ALL ( Sales ),
Sales[DeliveredDateKey],
"@TotalSales", SUM ( Sales[SalesAmount] ),
"@YearMonth", YEAR ( Sales[DeliveredDateKey] ) * 100 + MONTH ( Sales[DeliveredDateKey] )
)
VAR Result =
SUMX (
FILTER (
SalesByDelivery,
[@YearMonth] <= MAX ( 'Calendar'[YearMonth] )
),
[@TotalSales]
)
RETURN
Result
tamerj1 I tried and your code and it returns incorrect subtotals.
AntrikshSharma Really impressive! If there is a restriction that you can't change the data model, then this slight tweak works just as well:
Cumulative Sales Amount (Delivered) AS rev =
VAR SalesByDelivery =
SUMMARIZE (
ALLSELECTED ( Sales ),
[DeliveredDateKey],
"@TotalSales", SUM ( [SalesAmount] ),
"@YearMonth", YEAR ( [DeliveredDateKey] ) * 100 + MONTH ( [DeliveredDateKey] )
)
VAR Result =
SUMX (
FILTER (
SalesByDelivery,
[@YearMonth] <= MAX ( 'Calendar'[Year] ) * 100 + MAX( 'Calendar'[MonthOfYear])
),
[@TotalSales]
)
RETURN
Result