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Anonymous's avatar
Anonymous
Not applicable
4 years ago
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How to apply filter on multiple columns with OR operator using DAX formula

Hello all,   I'm trying to apply multiple filter conditions in the DAX formula, but getting syntax error. Filter condition 1:  Asset[Program] = "Primary Assets" Filter condition 2: Asset[Category...
  • OwenAuger's avatar
    4 years ago

    Hi Anonymous 

    You can tweak your current syntax to apply Filter Condition 1 OR Filter Condition 2:

     

    EVALUATE
    FILTER (
        SUMMARIZECOLUMNS (
            Asset[Type],
            Asset[Program],
            Asset[Category],
            Sales[Period],
            Sales[Quantity]
        ),
        OR (
            Asset[Program] = "Primary Assets",
            Asset[Category] IN { "ASM", "NSN", "TPG", "STB" }
        )
    )

     

    One potential performance issue with FILTER( SUMMARIZECOLUMNS(...)) is that SUMMARIZECOLUMNS returns the full table (which contains some unwanted rows) which is then iterated over with FILTER.

     

    An alternative, which may perform better, is to construct a table containing the filter condition, and provide that as an argument in SUMMARIZECOLUMNS after the Groupby columns. Something like this:

     

    EVALUATE
    VAR FilterTable =
        UNION (
            CROSSJOIN (
                TREATAS ( { "Primary Assets" }, Asset[Program] ),
                ALL ( Asset[Category] )
            ),
            CROSSJOIN (
                ALL ( Asset[Program] ),
                TREATAS ( { "ASM", "NSN", "TPG", "STB" }, Asset[Category] )
            )
        )
    RETURN
        SUMMARIZECOLUMNS (
            Asset[Type],
            Asset[Program],
            Asset[Category],
            Sales[Period],
            Sales[Quantity],
            FilterTable
        )

     

     

    See also this article (which the 2nd approach above is based on):

    https://www.sqlbi.com/articles/using-or-conditions-between-slicers-in-dax/

     

    Regards,

    Owen