Forum Discussion
Power BI data modeling question
- 6 months ago
To avoid bidirectional filtering, performance issues, and ambiguity, the recommended best practice is to structure your model into a proper star schema by creating a dedicated Dimension Table for shared keys (e.g., a DimOrder table) or ensuring a central bridge table connects to both fact tables. Do not create slicers directly from fact tables (Returns).
Recommended Solutions:
Create a DimOrder Table (Best Practice): Create a new table DimOrder consisting of distinct Order IDs from both the Orders and Returns tables.
Create a 1-to-many single-direction relationship from DimOrder to Orders (on OrderID).
Create a 1-to-many single-direction relationship from DimOrder to Returns (on OrderID).
Use the Region from People (connected to Orders) and Order ID from DimOrder in your slicers.
DAX TREATAS (Alternative): If rearranging the model isn't possible, create a DimOrder table and use DAX to map the relationship.
dax
FilteredOrders =
CALCULATE(
[Total Orders],
TREATAS(VALUES('DimOrder'[OrderID]), 'Orders'[OrderID])
)
CROSSFILTER in Measures: To make a slicer on Returns affect Orders, use CROSSFILTER in a specific measure to change the filter direction only for that calculation, maintaining overall performance.
To avoid bidirectional filtering, performance issues, and ambiguity, the recommended best practice is to structure your model into a proper star schema by creating a dedicated Dimension Table for shared keys (e.g., a DimOrder table) or ensuring a central bridge table connects to both fact tables. Do not create slicers directly from fact tables (Returns).
Recommended Solutions:
Create a DimOrder Table (Best Practice): Create a new table DimOrder consisting of distinct Order IDs from both the Orders and Returns tables.
Create a 1-to-many single-direction relationship from DimOrder to Orders (on OrderID).
Create a 1-to-many single-direction relationship from DimOrder to Returns (on OrderID).
Use the Region from People (connected to Orders) and Order ID from DimOrder in your slicers.
DAX TREATAS (Alternative): If rearranging the model isn't possible, create a DimOrder table and use DAX to map the relationship.
dax
FilteredOrders =
CALCULATE(
[Total Orders],
TREATAS(VALUES('DimOrder'[OrderID]), 'Orders'[OrderID])
)
CROSSFILTER in Measures: To make a slicer on Returns affect Orders, use CROSSFILTER in a specific measure to change the filter direction only for that calculation, maintaining overall performance.