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An analytics provider needs distinct data-plane privileges for two teams consuming a shared lakehouse. Which implementation decision best addresses the stated requirement?
Data-plane roles define table, row, column or file rights at the item boundary. The proposed action directly targets the problem described in the scenario.
Implement semantic-model row-level security with appropriately scoped role filters. is an approach for a different requirement: RLS filters rows returned by the model according to assigned users or groups. In the present case, data-plane roles define table, row, column or file rights at the item boundary.
Apply semantic model object-level security to restricted tables or columns. is an approach for a different requirement: OLS hides metadata and access to model objects rather than only filtering their rows. In the present case, data-plane roles define table, row, column or file rights at the item boundary.
Apply column-level permissions or data security at the warehouse or OneLake layer where supported. is an approach for a different requirement: Column security enforces permission on the data field, not merely hiding a report visual. In the present case, data-plane roles define table, row, column or file rights at the item boundary.
A Fabric workspace displays a different set of items after the team switches its linked Git branch. Which implementation decision best addresses the stated requirement?
Branch switching can synchronize the workspace to the destination branch's tracked definitions. The proposed action directly targets the problem described in the scenario.
Resolve repository conflicts deliberately before synchronizing the Fabric workspace. is an approach for a different requirement: Source control does not automatically reconcile contradictory changes to the same model file. In the present case, branch switching can synchronize the workspace to the destination branch's tracked definitions.
Connect a supported workspace to Git integration and commit supported item definitions. is an approach for a different requirement: Git integration version-controls supported workspace items through a linked repository and branch. In the present case, branch switching can synchronize the workspace to the destination branch's tracked definitions.
Commit or reconcile pending workspace changes before the branch operation. is an approach for a different requirement: Unsaved or uncommitted changes are at risk when the workspace is synchronized with a different branch. In the present case, branch switching can synchronize the workspace to the destination branch's tracked definitions.
A team wants to recommend its model to other analysts without implying central certification. The team plans to implement this change: Mark the item Promoted rather than Certified. Which result best verifies the intended outcome?
Promotion signals usefulness but does not represent formal enterprise endorsement by authorized certifiers. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: Users locate the certified model in catalog discovery and can identify its endorsement. It does not demonstrate the specific required result: Catalog users see the Promoted status and do not mistake it for Certified approval.
That observation would verify a different goal: A Viewer with the limited OneLake role sees permitted data; editing users no longer retain unintended broad rights. It does not demonstrate the specific required result: Catalog users see the Promoted status and do not mistake it for Certified approval.
That observation would verify a different goal: Permitted and denied employees retrieve different rows during role-based tests. It does not demonstrate the specific required result: Catalog users see the Promoted status and do not mistake it for Certified approval.
A Fabric team repeatedly loses track of edits made to workspace notebooks and dataflows. Which implementation decision best addresses the stated requirement?
Git integration version-controls supported workspace items through a linked repository and branch. The proposed action directly targets the problem described in the scenario.
Check the current supported-item list and plan supported lifecycle handling for exceptions. is an approach for a different requirement: Git integration synchronizes supported definitions; unsupported workspace items aren't automatically versioned. In the present case, git integration version-controls supported workspace items through a linked repository and branch.
Review branch content and uncommitted item state before changing the linked workspace branch. is an approach for a different requirement: Branch switching can synchronize the workspace to the destination branch's tracked definitions. In the present case, git integration version-controls supported workspace items through a linked repository and branch.
Commit or reconcile pending workspace changes before the branch operation. is an approach for a different requirement: Unsaved or uncommitted changes are at risk when the workspace is synchronized with a different branch. In the present case, git integration version-controls supported workspace items through a linked repository and branch.
Analysts require a SQL table but must be denied select access to a specific sensitive field. Which implementation decision best addresses the stated requirement?
Column security enforces permission on the data field, not merely hiding a report visual. The proposed action directly targets the problem described in the scenario.
Create scoped OneLake security roles for the relevant tables and principals. is an approach for a different requirement: Data-plane roles define table, row, column or file rights at the item boundary. In the present case, column security enforces permission on the data field, not merely hiding a report visual.
Implement semantic-model row-level security with appropriately scoped role filters. is an approach for a different requirement: RLS filters rows returned by the model according to assigned users or groups. In the present case, column security enforces permission on the data field, not merely hiding a report visual.
Use dynamic row-level security based on user identity and a related security mapping table. is an approach for a different requirement: Dynamic RLS applies identity-aware table filters rather than maintaining a static role per employee. In the present case, column security enforces permission on the data field, not merely hiding a report visual.
A support lead must update workspace permissions and remove a compromised member. The team plans to implement this change: Use the workspace Admin role for the person who manages membership and workspace settings. Which result best verifies the intended outcome?
Admin is the role with full workspace management and permission administration capabilities. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: User creates a test pipeline but cannot add a new workspace member. It does not demonstrate the specific required result: Administrator adds a member and updates workspace settings while permissions are audit logged.
That observation would verify a different goal: Revoking the item's share removes that access while workspace membership remains unchanged. It does not demonstrate the specific required result: Administrator adds a member and updates workspace settings while permissions are audit logged.
That observation would verify a different goal: Manager shares a report with an analyst but cannot delete the workspace itself. It does not demonstrate the specific required result: Administrator adds a member and updates workspace settings while permissions are audit logged.
A warehouse schema migration must avoid silently breaking dependent model relationships. The team plans to implement this change: Inventory and update dependent models and reports before dropping the column. Which result best verifies the intended outcome?
Breaking changes can propagate through model formulas and downstream report visuals. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: An approved measure change is deployed and can be queried in the target model. It does not demonstrate the specific required result: Validated downstream visuals work after the column change, with no unresolved broken references.
That observation would verify a different goal: Two test tenants create separate reports with their own approved data source parameters. It does not demonstrate the specific required result: Validated downstream visuals work after the column change, with no unresolved broken references.
That observation would verify a different goal: Two independently authored reports return the same metric from the shared model. It does not demonstrate the specific required result: Validated downstream visuals work after the column change, with no unresolved broken references.
The workspace contains an unsupported item that never appears in its connected repository. The team plans to implement this change: Check the current supported-item list and plan supported lifecycle handling for exceptions. Which result best verifies the intended outcome?
Git integration synchronizes supported definitions; unsupported workspace items aren't automatically versioned. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: A changed supported item appears in source control and its committed revision can be inspected. It does not demonstrate the specific required result: A repository inventory distinguishes committed supported assets from exceptions requiring another method.
That observation would verify a different goal: After switching branches the committed work can be restored or found in its original revision. It does not demonstrate the specific required result: A repository inventory distinguishes committed supported assets from exceptions requiring another method.
That observation would verify a different goal: The promoted report opens against the approved model and shows a known reconciled metric. It does not demonstrate the specific required result: A repository inventory distinguishes committed supported assets from exceptions requiring another method.
A merge request includes conflicting edits to a semantic model definition. Which implementation decision best addresses the stated requirement?
Source control does not automatically reconcile contradictory changes to the same model file. The proposed action directly targets the problem described in the scenario.
Review branch content and uncommitted item state before changing the linked workspace branch. is an approach for a different requirement: Branch switching can synchronize the workspace to the destination branch's tracked definitions. In the present case, source control does not automatically reconcile contradictory changes to the same model file.
Commit or reconcile pending workspace changes before the branch operation. is an approach for a different requirement: Unsaved or uncommitted changes are at risk when the workspace is synchronized with a different branch. In the present case, source control does not automatically reconcile contradictory changes to the same model file.
Connect a supported workspace to Git integration and commit supported item definitions. is an approach for a different requirement: Git integration version-controls supported workspace items through a linked repository and branch. In the present case, source control does not automatically reconcile contradictory changes to the same model file.
A business analyst is asked to reuse official revenue measures without copying DAX from another PBIX. Which implementation decision best addresses the stated requirement?
A thin report consumes centrally maintained model logic and avoids divergence from copied definitions. The proposed action directly targets the problem described in the scenario.
Use the semantic model's supported XMLA endpoint with appropriate permissions. is an approach for a different requirement: The XMLA endpoint exposes compatible tabular metadata and management operations to supported tools. In the present case, a thin report consumes centrally maintained model logic and avoids divergence from copied definitions.
Run Fabric lineage or impact analysis before changing a shared upstream asset. is an approach for a different requirement: Impact analysis identifies downstream dependent analytics assets likely to be affected by a change. In the present case, a thin report consumes centrally maintained model logic and avoids divergence from copied definitions.
Parameterize a .pbit report template instead of embedding one customer's connection values. is an approach for a different requirement: Template parameters let consumers configure the intended source when instantiating the report. In the present case, a thin report consumes centrally maintained model logic and avoids divergence from copied definitions.
A support lead must update workspace permissions and remove a compromised member. Which implementation decision best addresses the stated requirement?
Admin is the role with full workspace management and permission administration capabilities. The proposed action directly targets the problem described in the scenario.
Assign the reviewer the workspace Viewer role instead of a content-editing role. is an approach for a different requirement: Viewer provides read access across workspace content without granting item creation or editing rights. In the present case, admin is the role with full workspace management and permission administration capabilities.
Grant item-level sharing or permissions rather than a workspace role across all items. is an approach for a different requirement: Item permissions target a named resource while workspace roles generally apply to every item. In the present case, admin is the role with full workspace management and permission administration capabilities.
Inspect direct item sharing and permissions, not only workspace-role assignments. is an approach for a different requirement: Direct item grants can authorize access to a specific item without a workspace-wide role. In the present case, admin is the role with full workspace management and permission administration capabilities.
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