Forum Discussion
Group over dates and count max value
Hi
I am a newbe in DAX and i have an issue that i have been breaking my head over for a while.
This is the issue. I have a set of invoices that go through a set of steps during processing. in a day they can go through multiple steps. It can even go back and forth in steps during the day. I am trying to figure out how many distinct invoices at a given day (selected by a user) i have in at the end of that day grouped by step
I can figure this out perfectly in SQL but in DAX i have not been able to figure this out.
This is the data set i use for testing
InvoiceNumber | ProcessStep | StartDate | EndDate | TimeOrder |
200 | Step 1 | 30/03/2020 | 01/04/2020 | 1 |
200 | Step 2 | 01/04/2020 | 01/04/2020 | 2 |
200 | Step 3 | 01/04/2020 | 07/04/2020 | 3 |
200 | Step 4 | 07/04/2020 | NULL | 4 |
300 | Step 1 | 01/04/2020 | 01/04/2020 | 1 |
300 | Step 2 | 01/04/2020 | 04/04/2020 | 2 |
300 | Step 3 | 04/04/2020 | 07/04/2020 | 3 |
300 | Step 4 | 07/04/2020 | 09/04/2020 | 4 |
300 | Step 3 | 10/04/2020 | NULL | 5 |
400 | Step 1 | 01/04/2020 | 01/04/2020 | 1 |
400 | Step 2 | 01/04/2020 | 04/04/2020 | 2 |
400 | Step 3 | 04/04/2020 | 04/04/2020 | 3 |
400 | Step 4 | 04/04/2020 | 09/04/2020 | 4 |
400 | Step 3 | 10/04/2020 | NULL | 5 |
This is what iwould expect to be the outcome if i select the results for 2020-04-04
InvoiceNumber | ProcessStep | StartDate | EndDate | TimeOrder |
200 | Step 3 | 01/04/2020 | 07/04/2020 | 3 |
300 | Step 3 | 04/04/2020 | 07/04/2020 | 3 |
400 | Step 4 | 04/04/2020 | 09/04/2020 | 4 |
This is what i expect to see for my final end result
ProcessStep | Count |
Step 3 | 2 |
Step 4 | 1 |
I have tried the following dax But this does not quit do it
Measure =
VAR MyDate = LASTDATE(Dates[Date])
VAR MaxRow =
ADDCOLUMNS (
SUMMARIZE (
CALCULATETABLE (
InvoiceProcess,
FILTER (
InvoiceProcess,
MyDate >= InvoiceProcess[StartDate]
&& MyDate <= InvoiceProcess[EndDate]
)
),
InvoiceProcess[InvoiceNumber]
),
"MaxOrder", CALCULATE ( MAX ( InvoiceProcess[TimeOrder] ) )
)
RETURN
COUNTROWS(MaxRow)
Is there someone who can help me figure this out in DAX?
Kind regards
Remond
Yeah... You're almost there. I've given you the full description:
# Invoices = // Get the latest date visible in // the current context from a DISCONNECTED // table of dates. VAR __selectedDate = MAX ( Dates[Day] ) // Harvest the currently visible steps from // a DISCONNECTED slicer. VAR __selectedProcessingSteps = VALUES ( Step[Processing Step] ) VAR __invoices = // Get a table of (unique) invoice numbers that // adhere to the conditions of the task. CALCULATETABLE ( FILTER ( // In the current context, get the unique invoice numbers. VALUES ( 'Invoice Processing'[InvoiceNumber] ), // For each invoice number returned by VALUES, // find the max TimeOrder and get the corresponding // processing step. There will be only one due to // the uniqueness of the combination (InvNo, TimeOrder), // so VALUES (in __step) will return only one value that will then // be automatically converted by DAX into a scalar. VAR __maxTimeOrder = // Calculate is needed here to perform context transition. CALCULATE ( MAX ( 'Invoice Processing'[TimeOrder] ) ) VAR __step = // For the above max TimeOrder get the corresponding // process step. Also, this works correctly due to // context transition. As I said above, the outcome // will be a single item. CALCULATE ( VALUES ( 'Invoice Processing'[ProcessStep] ), 'Invoice Processing'[TimeOrder] = __maxTimeOrder ) RETURN // For the invoice being iterated, check if // the latest step is in the selected steps. // This is because there can be many steps // visible - think: the total in a table/matrix. __step IN __selectedProcessingSteps ), // Filter the invoice processing data for the records where // the selected date falls between the start and end date; // this will be applied first for CALCULATETABLE so that // FILTER can "feel" it and only see the relevant rows. // Pay attention to the type of the inequalities as it's // crucial to get the correct numbers. 'Invoice Processing'[StartDate] <= __selectedDate, ( __selectedDate <= 'Invoice Processing'[EndDate] || ISBLANK ( 'Invoice Processing'[EndDate] ) ) ) VAR __invoiceCount = COUNTROWS ( __invoices ) RETURN __invoiceCountBest
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7 Replies
- HotChilli
Community Champion
Welcome to the forum.
Using a disconnected date table in a slicer to select the date.
Create a measure:
InvStage = VAR _date = SELECTEDVALUE(Dates[Date]) RETURN CALCULATE(COUNT(InvoiceProcess[InvoiceNumber]) , FILTER(InvoiceProcess, InvoiceProcess[StartDate] <= _date && (InvoiceProcess[EndDate] > _date || ISBLANK(InvoiceProcess[EndDate]))))Drag the fields for the first outcome table on to the report canvas, and drag the measure on as well.
Select the date in the slicer. That should show the table correctly.
Create another measure:
InvCount = COUNTX(InvoiceProcess, [InvStage])Drag ProcessStep on to another table visual. Drag the InvCount measure on.
This should give the 2nd table requested.
I've tested with the data provided. Please see how you get on with a larger dataset
Hi HotChili
Thx for the quick response. This solved my issue!.
But i was wondering looking at the folrmula and the relative simplicity how this could work. I am trying to understand why it this formula will implicitly select the highest step without any lookup for the max value. If you look at the value for invoicnumber 400 on the 4th of april i would expect the filter to retrieve 3 rows and it sort of baffles me that it still knows that "step 4" is the value i am looking for without and calcation ofr the max value.
If you have time to explain this to me it would be very helpfull in getting a better understanding of DAX.
In any way many thanks up to now for helping me!
Kind rgards
Remond
Hi Darlove,
Thanks for takiing another look at my issue. This is a great help. And i agree at first glance the nunbers from HotChilli seem to add up. But looking at it more closer i understand what you mean.
Thanks for the great sample you provided. I have been studing it and i think i understand what you do. I have put some comments in the way you calculate the measure to educate myself on my understanding of DAX. If you have time let me know if this is correct.
# Invoices =-- Find the selected date in the slicervar __selectedDate = MAX( Dates[Day] )--Create a table that holds the unique processing stepsvar __selectedProcessingSteps = VALUES( Step[Processing Step] )var __invoices =
--Create a table of invoices that have the max timeorder so you can itterate it to calculate the number of invoicesCALCULATETABLE(FILTER(--Create a table that holds the unique invoice numbersVALUES( 'Invoice Processing'[InvoiceNumber] ),--Create a table that holds the max timeorder value in the current filter context
var __maxTimeOrder = CALCULATE( MAX( 'Invoice Processing'[TimeOrder] ) )var __step =--find the processing steps that have a timeorder values that equals the max timeorder in the current filter contextCALCULATE(VALUES( 'Invoice Processing'[ProcessStep] ),'Invoice Processing'[TimeOrder] = __maxTimeOrder)return--Return the step names that have teh max timeorder__step IN __selectedProcessingSteps),--filter the invoice processing data for the records where the selected date falls between start and enddate-- this will be applied first for the calculatetable'Invoice Processing'[StartDate] <= __selectedDate,(__selectedDate <= 'Invoice Processing'[EndDate]||ISBLANK( 'Invoice Processing'[EndDate] )))var __invoiceCount = COUNTROWS( __invoices )return__invoiceCountKind regardsRemond
