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Aggregation issue

I have two tables, Orders and Operations. These 2 tables are associated with each one through a field, 'Order' like below:

Orders

---------

Order        Date                   Type_of_Order

100           01/01/2015             A

200           04/09/2015             A

300           02/07/2015             A

400           01/05/2015             A

500           04/02/2016             B

700           28/03/2016             C

800           20/06/2015             A

And so on.... Order cannot be repetead in table Orders.

Operations

---------------

Order       Equipment       Failure           Date_Of_Failure

100          Device01          FailureA        02/02/2015

200          Device04          FailureD2      04/10/2015

250          Device01          FailureA2      18/09/2015

300          Device05          FailureA        03/08/2015

310          Device01          FailureD2      20/04/2016

350          Device04          FailureC        05/12/2015

800          Device03          FailureD1      10/08/2016                

and so on....

I select a date range from orders table, for example, from [01/01/2015 to 31/12/2015].  Then for each equipment, I need to calculate the number of days elapsed between first and last failure dates (Field Date_of_failure in table Operations), and then divide it into the number of failures occurred in the range selected [01/01/2015 to 31/12/2015]. Date_Of_Failure should be in the range selected [01/01/2015 to 31/12/2015] in order to calculate the number of days elapsed between first and last failure. Otherwise it is ignored. Also, only TyFinally I need to do the average between the number of equipments.


So for each device I do:


Aggr( Interval(Max({$<[Type_of_Order] = {'A'}>}Date_Of_Failure)-Min({$<[Type_of_Order] = {'A'}>}Date_Of_Failure),'DD') /

          if(Count({$<[Type_of_Order] = {'A'}>} [Order]) > 0, Count({$<[Type_of_Order] = {'A'}>} [Order]), 1), Equipment)

        )

Note that some device can have no failure between range date selected (as Device03), so when dividing, In order a divide by zero I use a conditional to divide by 1 and not 0 but I would need something else in the expression above to return 0 as a result for equipment Device03.


Above expression calculates for each equipment, but at the end I need to obtain the average between the number of existent equipments. Note that despite calculation for Device03 it should be taken into account as one equipment more so, my final expression is:


=Sum(

            Aggr(  

                        Interval(Max({$<[Type_of_Order] = {'A'}>}Date_Of_Failure)-Min({$<[Type_of_Order] = {'A'}>}Date_Of_Failure),'DD') /

                        if(Count({$<[Type_of_Order] = {'A'}>} [Order]) > 0, Count({$<[Type_of_Order] = {'A'}>} [Order]), 1), Equipment)

                    )

          )

   / Count({$<[Type_of_Order] = {'A'}>} DISTINCT Equipment)

So from the info in the above two tables, if I select range [01/01/2015 to 31/12/2015], the result should be:

Device01 = (18/09/2015 - 02/02/2015) /  2   -> Failure in 20/04/2016 is not taken into account as it is not in the range [01/01/2015 to 31/12/2015]

Device03 = 0 (It should be 0 since it is not in the date range selected [01/01/2015 to 31/12/2015])

Device04 = (05/12/2015 - 04/10/2015) /  2

Device05 = (03/08/2015 - 03/08/2015) / 1 = 0 but in this case it should be 1 (not 0)

and then the final result should be:

              2 (Device01) + 0 (Device03) + 2 (Device04) + 1 (Device05) / 4 (Number of existing devices) = 1,25

but I am missing some things in my expression since I am not getting the correct final result.....

Any ideas what am I doing wrong in my above expression?

Also to debug the expression in pieces step by step, I tried to create a straight table with columns (for each equipment): Order, Equipment and calculated dimensions: Min(Date_Of_Failure), Max(Date_Of_Failure), Difference between Min and Max, and number of failures bewteen date range selected. But all calculated columns throw error:  Error in calculated dimension....




1 Reply
sunny_talwar

When you create a chart with Equipment as your dimension and below expression

Interval(Max({$<[Type_of_Order] = {'A'}>}Date_Of_Failure) - Min({$<[Type_of_Order] = {'A'}>}Date_Of_Failure),'DD') /If(Count({$<[Type_of_Order] = {'A'}>} [Order]) > 0, Count({$<[Type_of_Order] = {'A'}>} [Order]), 1)

Do you get

Device01 = (18/09/2015 - 02/02/2015) / 2 

Device03 = 0

Device04 = (05/12/2015 - 04/10/2015) / 2

Device05 = (03/08/2015 - 03/08/2015) / 1

If you are able to achieve this, then may be all you need is this:

Avg(Aggr(Interval(Max({$<[Type_of_Order] = {'A'}>}Date_Of_Failure) - Min({$<[Type_of_Order] = {'A'}>}Date_Of_Failure),'DD') /If(Count({$<[Type_of_Order] = {'A'}>} [Order]) > 0, Count({$<[Type_of_Order] = {'A'}>} [Order]), 1), Equipment))