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Anonymous's avatar
Anonymous
Not applicable
4 years ago
Solved

Help with Optimizing Measure

Hi, I need help to optimize this measure that returns the working days between two dates. There was no issue when the dataset was a month's worth (~200k rows) but since I added more months (now at 3M...
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  • PaulOlding's avatar
    PaulOlding
    4 years ago

    Hi Anonymous 

     

    You'll need a couple of extra columns to do this.  One to hold days with "10+" for results > 10, and a second column to hold the sort order for the first column.

    They're both very similar to your existing Job to Accep Working Days column, just altering the RETURN part.

    Job to Accep Working Days (10max) = 
var _d_jbook = DATEVALUE( [JOB_BOOKING_DATETIME])
var _d_accept = if ( [ACCEPTANCE_DATETIME] = blank(), blank(), DATEVALUE( [ACCEPTANCE_DATETIME] ))
var _d_end = if (ISBLANK(_d_accept) || _d_jbook > _d_accept, _d_jbook, _d_accept)
var _workdays = CALCULATE( countrows( 'Calendar Job Booking'), 
                    DATESBETWEEN('Calendar Job Booking'[Date], _d_jbook, _d_end), 
                    FILTER('Calendar Job Booking', 'Calendar Job Booking'[WorkingDay] = "yes")
                    )
RETURN 
if (ISBLANK(_d_accept), 
    blank(),
    IF(_workdays -1 >=10, 
        "10+",
        FORMAT(_workdays -1, "#")
    )
)
    Job to Accep Working Days (10max) Order = 
var _d_jbook = DATEVALUE( [JOB_BOOKING_DATETIME])
var _d_accept = if ( [ACCEPTANCE_DATETIME] = blank(), blank(), DATEVALUE( [ACCEPTANCE_DATETIME] ))
var _d_end = if (ISBLANK(_d_accept) || _d_jbook > _d_accept, _d_jbook, _d_accept)
var _workdays = CALCULATE( countrows( 'Calendar Job Booking'), 
                    DATESBETWEEN('Calendar Job Booking'[Date], _d_jbook, _d_end), 
                    FILTER('Calendar Job Booking', 'Calendar Job Booking'[WorkingDay] = "yes")
                    )
RETURN 
if (ISBLANK(_d_accept), 
    blank(),
    IF(_workdays -1 >=10, 
        10,
        _workdays -1
    )
)

    You then set the sort order for the Job to Accep Working Days (10max) column in the Data view.

     

    Final result:

     

     

PaulOlding's avatar
PaulOlding
Solution Sage
4 years ago

Hi Anonymous 

 

Here's the baseline performance of your measure:

5.8s to run, but more importantly 5 SE (Storage Engine) queries of which 3 are tables with a large number of rows.  Reducing the number of queries and/or their size should be the aim as that's what will improve performance.

That leads to the first thing you can do - split your datetime fields into a date field and a time field.  The SE queries with 300k rows are because you're using datetime fields in your visual, but the time has no bearing on this calculation.

If you were to use the same measure on a visual with JOB_BOOKING_DATE and ACCEPTANCE_DATE (new date fields) then you'd get this performance:

Down to 42ms.  Same number of SE Queries but they're much smaller.

 

A second thing that occurs to me is does this need to be a measure or could it be a calculated column?  Having the working days pre-calculated is always going to be quicker than a measure.

 

 

Anonymous's avatar
Anonymous
Not applicable
4 years ago

Hi PaulOlding , thanks for clarifying the issue. I used custom column before but the expected results were not correct however I've managed to get it to work now and everything works fine.

I have a question if you're able to assist please. I have another measure that displays jobs by working days as per screenshot below but I want to group working days >=10 and show as 10+ i.e. it will sum jobs >=10 so for the screenshot example, the expected result will show value of 167(29+2+4+74+14+2+1+41) for 10+

Here's link to sample file

https://drive.google.com/drive/folders/1dmmbhdbzySZBr8oTxj9CWsmztwFQ3f8A?usp=sharing

  • PaulOlding's avatar
    PaulOlding
    Solution Sage
    4 years ago

    Hi Anonymous 

     

    You'll need a couple of extra columns to do this.  One to hold days with "10+" for results > 10, and a second column to hold the sort order for the first column.

    They're both very similar to your existing Job to Accep Working Days column, just altering the RETURN part.

    Job to Accep Working Days (10max) = 
var _d_jbook = DATEVALUE( [JOB_BOOKING_DATETIME])
var _d_accept = if ( [ACCEPTANCE_DATETIME] = blank(), blank(), DATEVALUE( [ACCEPTANCE_DATETIME] ))
var _d_end = if (ISBLANK(_d_accept) || _d_jbook > _d_accept, _d_jbook, _d_accept)
var _workdays = CALCULATE( countrows( 'Calendar Job Booking'), 
                    DATESBETWEEN('Calendar Job Booking'[Date], _d_jbook, _d_end), 
                    FILTER('Calendar Job Booking', 'Calendar Job Booking'[WorkingDay] = "yes")
                    )
RETURN 
if (ISBLANK(_d_accept), 
    blank(),
    IF(_workdays -1 >=10, 
        "10+",
        FORMAT(_workdays -1, "#")
    )
)
    Job to Accep Working Days (10max) Order = 
var _d_jbook = DATEVALUE( [JOB_BOOKING_DATETIME])
var _d_accept = if ( [ACCEPTANCE_DATETIME] = blank(), blank(), DATEVALUE( [ACCEPTANCE_DATETIME] ))
var _d_end = if (ISBLANK(_d_accept) || _d_jbook > _d_accept, _d_jbook, _d_accept)
var _workdays = CALCULATE( countrows( 'Calendar Job Booking'), 
                    DATESBETWEEN('Calendar Job Booking'[Date], _d_jbook, _d_end), 
                    FILTER('Calendar Job Booking', 'Calendar Job Booking'[WorkingDay] = "yes")
                    )
RETURN 
if (ISBLANK(_d_accept), 
    blank(),
    IF(_workdays -1 >=10, 
        10,
        _workdays -1
    )
)

    You then set the sort order for the Job to Accep Working Days (10max) column in the Data view.

     

    Final result:

     

     

    • Anonymous's avatar
      Anonymous
      Not applicable
      4 years ago

      PaulOlding, perfect that worked. Cool ninja stuff with the first measure with no values showing but acting as a 'holding' / 'storage' column. Thanks again.