Microsoft Fabric Data Engineer Associate DP-700 Practice Question

Your organization uses a Microsoft Fabric data warehouse named ContosoDW. Members of the EuropeanFinance security group must query data in the dbo.Sales table, but:

  • They should see only rows where Region = 'EU'.
  • They must not be able to read the UnitCost column, while all other columns remain visible.

You need to configure ContosoDW to meet both requirements by using built-in capabilities of Fabric.

Which approach should you implement?

  • Create a table-valued function that filters on Region = 'EU', add it to a row-level security (RLS) security policy for dbo.Sales, and grant SELECT on the allowed columns only, leaving UnitCost ungranted.

  • Create a view that selects all columns except UnitCost, and give EuropeanFinance SELECT permissions only on the view; do not configure any RLS because workspace roles will enforce the row filter automatically.

  • Move the UnitCost column to a separate table protected by workspace item permissions, and use pipeline parameters to pass the required Region value at query time.

  • Apply dynamic data masking to the UnitCost column and assign the EuropeanFinance group the Viewer role at the workspace level.

Microsoft Fabric Data Engineer Associate DP-700
Implement and manage an analytics solution
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