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Got this requirement that a source file contains per postal code a categorization. However, sometimes for a particular label, all postal codes are allowed. So I created something like this:
minx (
filter ( 'source file'
, 'source file'[country] = 'fact'[postal]
&& if ( 'source file'[postal code] = "all" , true() , 'source file'[postal] = 'fact'[postal] )
)
, 'source file'[value]
)
But this one seems to eat memory/ time like madness. Anyway to speed up this type of filter?
M =
VAR __FactCountry = 'fact'[country]
VAR __FactPostal = 'fact'[postal]
VAR _FilteredTable =
FILTER (
SUMMARIZE (
'source file',
'source file'[country],
'source file'[postal code],
'source file'[value]
),
'source file'[country] = __FactCountry
&& ( 'source file'[postal code] = "all"
|| 'source file'[postal] = __FactPostal )
)
RETURN
MINX ( _FilteredTable, 'source file'[value] )
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Why do you work with VAR's in this scenario? Aren't VAR's stored in memory during operation? Wouldn't that suck in capacity?
@DouweMeer
When you use a variable, you avoid calling the field within filter on each interation, this way, you should see the code that I shared should show better performance.
Did you try the measure?
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@DouweMeer Try using
MINX(
FILTER(
'source file',
'source file'[country] = 'fact'[country] &&
('source file'[postal code] = "all" || 'source file'[postal code] = 'fact'[postal])
),
'source file'[value]
)
This approach uses a logical OR (||) to check if the postal code is "all" or matches the postal code in the fact table, which should be more efficient than using an IF statement inside the filter.
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My postal check isn't as easy as I made it seem. It is like:
left ( 'fact'[postal] , len ( 'source'[postal] ) ) = 'source'[postal]
Was thinking of not having it verify the postal when the source file's info is all.
Whilst writing this, I came up with another question:
https://community.fabric.microsoft.com/t5/Desktop/Order-in-which-filter-works/m-p/4405425#M1371776
Would you know that question's answer?
Is it faster to check on both at the same time instead of my prior of if ( equal all , true , otherwise ) ?
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