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A warehouse table is filtered by SQL row-level security, but a separate semantic model presents the same data. The team plans to implement this change: Review the semantic model's identity and security path independently from source SQL rules. Which result best verifies the intended outcome?
Source-layer security may not automatically apply identically through semantic-model storage and identities. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: Testing as each assigned user shows only their authorized geography's rows. It does not demonstrate the specific required result: A restricted test user cannot retrieve a protected row through any authorized model query path.
That observation would verify a different goal: The restricted column is absent for a test viewer while approved measures still work. It does not demonstrate the specific required result: A restricted test user cannot retrieve a protected row through any authorized model query path.
That observation would verify a different goal: An authorized user opens the target file while an unrelated viewer receives access denied. It does not demonstrate the specific required result: A restricted test user cannot retrieve a protected row through any authorized model query path.
A Power BI report currently exists as a single binary file that is hard to inspect in Git. The team plans to implement this change: Save the Power BI content as a Power BI Desktop project (.pbip) with source-controlled definitions. Which result best verifies the intended outcome?
PBIP represents report/model project artifacts as folder-based files suitable for version control. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: The merged branch syncs without conflict and retains reviewed changes from both branches. It does not demonstrate the specific required result: A pull request displays reviewable report and model changes without replacing the entire binary PBIX.
That observation would verify a different goal: A branch change produces the expected item set without losing an uncommitted required item. It does not demonstrate the specific required result: A pull request displays reviewable report and model changes without replacing the entire binary PBIX.
That observation would verify a different goal: A production report reaches the production warehouse and not the development database. It does not demonstrate the specific required result: A pull request displays reviewable report and model changes without replacing the entire binary PBIX.
An operations team changes Fabric sharing while expecting sensitivity labels alone to stop unauthorized data reads. Which implementation decision best addresses the stated requirement?
Labels classify and protect information according to configured policies; they do not replace access control. The proposed action directly targets the problem described in the scenario.
Apply the appropriate Microsoft Purview sensitivity label to the Fabric item. is an approach for a different requirement: Sensitivity labels communicate and can enforce information-protection policy; they are not row filters. In the present case, labels classify and protect information according to configured policies; they do not replace access control.
Review the semantic model's identity and security path independently from source SQL rules. is an approach for a different requirement: Source-layer security may not automatically apply identically through semantic-model storage and identities. In the present case, labels classify and protect information according to configured policies; they do not replace access control.
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, labels classify and protect information according to configured policies; they do not replace access control.
A new Fabric pipeline must run under a managed automation identity rather than a departed employee login. The team plans to implement this change: Use a supported service principal or automation identity with only the required Fabric permissions. Which result best verifies the intended outcome?
Nonhuman identities can support managed automation while explicit role scoping limits privilege. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: The permitted user sees visuals; an unapproved user still cannot access underlying model data. It does not demonstrate the specific required result: The job executes without an individual user's session and its role assignments remain narrowly scoped.
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: The job executes without an individual user's session and its role assignments remain narrowly scoped.
That observation would verify a different goal: Confirm the user opens existing reports but cannot save edits or create a new lakehouse. It does not demonstrate the specific required result: The job executes without an individual user's session and its role assignments remain narrowly scoped.
A department wants its analysts to import standardized source connection definitions into new Desktop reports. The team plans to implement this change: Provide a Power BI data source file (.pbids) where suitable. Which result best verifies the intended outcome?
PBIDS files help initiate a defined source connection; they are not prepopulated data models. This evidence exercises the actual success condition rather than only confirming that a resource exists.
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: Opening the file starts a connector flow pointing to the approved source.
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: Opening the file starts a connector flow pointing to the approved source.
That observation would verify a different goal: The chain from source transformation to dependent report is visible before a schema change. It does not demonstrate the specific required result: Opening the file starts a connector flow pointing to the approved source.
The team edits a report through Desktop project files, then tries to deploy an unrelated old PBIX. The team plans to implement this change: Use the current .pbip project definition as the authoritative development artifact. Which result best verifies the intended outcome?
PBIP projects support Git-based collaboration; stale compiled files can diverge from reviewed edits. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: Only the reviewed changed items are selected and deployed to the intended destination stage. It does not demonstrate the specific required result: A clean project opens with the reviewed measures and visuals before publishing.
That observation would verify a different goal: The merged branch syncs without conflict and retains reviewed changes from both branches. It does not demonstrate the specific required result: A clean project opens with the reviewed measures and visuals before publishing.
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 clean project opens with the reviewed measures and visuals before publishing.
A useful but not formally governed dataset needs visibility while it awaits enterprise validation. Which implementation decision best addresses the stated requirement?
Promotion signals usefulness but does not represent formal enterprise endorsement by authorized certifiers. The proposed action directly targets the problem described in the scenario.
Apply the appropriate Microsoft Purview sensitivity label to the Fabric item. is an approach for a different requirement: Sensitivity labels communicate and can enforce information-protection policy; they are not row filters. In the present case, promotion signals usefulness but does not represent formal enterprise endorsement by authorized certifiers.
Request or apply Certified endorsement through the organization's supported certification process. is an approach for a different requirement: Certification denotes a trusted, governed asset; it is distinct from simply creating a report. In the present case, promotion signals usefulness but does not represent formal enterprise endorsement by authorized certifiers.
Test semantic-model security using actual role mappings and representative test users. is an approach for a different requirement: A filter rule must be evaluated under the intended viewer identity to establish the effective access boundary. In the present case, promotion signals usefulness but does not represent formal enterprise endorsement by authorized certifiers.
The audit inventory shows a shared item that a colleague can access despite not belonging to the workspace. Which implementation decision best addresses the stated requirement?
Direct item grants can authorize access to a specific item without a workspace-wide role. 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, direct item grants can authorize access to a specific item without a workspace-wide role.
Review the report and dependent semantic model permissions instead of sharing only the report URL. is an approach for a different requirement: Access to a report artifact and permission to use its source semantic model are separate concerns. In the present case, direct item grants can authorize access to a specific item without a workspace-wide role.
Use an item-scoped permission grant and avoid assigning Contributor across the workspace. is an approach for a different requirement: Workspace Contributor would give unnecessarily broad modification rights compared with item access. In the present case, direct item grants can authorize access to a specific item without a workspace-wide role.
An engineer must determine which artifact is the source of truth for Git-managed Power BI development. The team plans to implement this change: Use the current .pbip project definition as the authoritative development artifact. Which result best verifies the intended outcome?
PBIP projects support Git-based collaboration; stale compiled files can diverge from reviewed edits. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: Only the reviewed changed items are selected and deployed to the intended destination stage. It does not demonstrate the specific required result: A clean project opens with the reviewed measures and visuals before publishing.
That observation would verify a different goal: The merged branch syncs without conflict and retains reviewed changes from both branches. It does not demonstrate the specific required result: A clean project opens with the reviewed measures and visuals before publishing.
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 clean project opens with the reviewed measures and visuals before publishing.
A reviewer finds passwords hardcoded in source-controlled analytics artifacts. The team plans to implement this change: Remove secrets from tracked definitions and use approved identity/credential configuration instead. Which result best verifies the intended outcome?
Git repositories retain revisions, making hardcoded secrets a continuing credential-exposure risk. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: A validated test-stage item reaches production only through the authorized deployment stage. It does not demonstrate the specific required result: Review finds no plaintext secret and the deployed item authenticates through an approved connection.
That observation would verify a different goal: Production refresh succeeds against its authorized resource with no developer-only credential dependency. It does not demonstrate the specific required result: Review finds no plaintext secret and the deployed item authenticates through an approved connection.
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: Review finds no plaintext secret and the deployed item authenticates through an approved connection.
Different sales managers need user-specific row filtering driven from an entitlement mapping table. The team plans to implement this change: Use dynamic row-level security based on user identity and a related security mapping table. Which result best verifies the intended outcome?
Dynamic RLS applies identity-aware table filters rather than maintaining a static role per employee. This evidence exercises the actual success condition rather than only confirming that a resource exists.
That observation would verify a different goal: The restricted column is absent for a test viewer while approved measures still work. It does not demonstrate the specific required result: Two test logins with different mapped regions receive different allowed results.
That observation would verify a different goal: An allowed group queries its permitted table and the other group receives a denied response. It does not demonstrate the specific required result: Two test logins with different mapped regions receive different allowed results.
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: Two test logins with different mapped regions receive different allowed results.
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