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Data Model Question - Sales Order Line and Shipment Details

I need some help to model my order management data.

I have some dimensions such as customer (sold to, ship to, bill to), product, orgaization and Caledar with 2 fact tables Sales Order Line details and Shipment details. The two fact tables have a common column "SalesOrderLineId". I was advided to create a DimSalesOrderLines dimension so that I can put order line and shipment details together (side by side). I have surrogate key from Sale Order line Fact table added to shipment details table based on "SalesOrderLineId". I dulicated the table and renamed it as DimSalesOrderLine. Created relationship between DimSalesOrderLine and FactSalesOrderLine on the same surrogate key "One to One" and double direction. When I tried to create relationship between DimSalesOrderLine and ShipmentDetails on the surrogate key, Power BI gives me error message "Cannot create active relationship as it will introduce ambiguity between bill to customer and shipment details?

How do I model this so that I can put together the information from both the facts together such as any text information. 


Thanks in advnce for your help.insights.

Super User IV
Super User IV

@RSSapre , First of all, what was needed from the line dimension, for which you made it dimension.

For 1-1 Join, I would prefer to merge tables 

or Make 1-M single direction from Dim to Fact, If this one does not work share the data model with me, with answer to the first question


Also, make sure detail dimension do not join with any other dimension

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Thanks for your suggestion. After a discussion with the team, we do not need line dimension in Power BI. I removed all the relationships from the shipment details. Kept Many to One relationship (active) between Order Lines and Shipment with direction = double. I had to keep some inactive relationships on dates in Shipment table for the measures. I think my model is working for now. I am testing the data to ensure it.

Hi  @RSSapre ,


Would you pls show us some screenshots of the relationship?

Remember to remove the confidential information.



Best Regards,

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