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Microsoft DP-700 Practice Test 10

Question 90

An external shortcut is readable only with valid storage credentials. What does OneLake role membership add?

  1. Replace All data with an explicit Selected data scope where future access is not intended.
  2. Apply OneLake authorization to the shortcut path in addition to validating its connection.
  3. Grant ReadWrite on that selected folder, with prerequisites satisfied.
  4. Review virtual members assigned through the role's permission groups.

Explanation

Correct Answer

B:

The external credential grants source connectivity, while Fabric roles decide which identities can reach the shortcut data. Test an unauthorized identity against a working shortcut connection.

Incorrect Answers

A:

An All data role covers new objects as they appear; selected scope limits the grant to approved tables and folders.

C:

A scoped ReadWrite grant can authorize operations on the selected path for a read-only workspace user.

D:

Permission-group membership can add identities without manual entry, so removing a displayed member directly may not revoke the underlying grant.

Question 91

A finance lakehouse contains regulated customer information and should carry its classification across supported downstream experiences. Which governance feature fits?

  1. Endorse the validated model using its supported certified endorsement process.
  2. Apply an appropriate sensitivity label to the supported Fabric item.
  3. Use promoted endorsement if allowed by the organization's endorsement policy.
  4. Review its associated domain and governance metadata in the OneLake catalog.

Explanation

Correct Answer

B:

Sensitivity labeling communicates data classification and can trigger governance behavior where supported; it is not a substitute for data-plane access permissions. Inspect label display and downstream supported propagation.

Incorrect Answers

A:

Certification signals trusted organizational content in discovery; adding an attractive title does not give the same governance indication.

C:

Promotion identifies valuable content without asserting the stricter certification governance process.

D:

Organizational ownership and catalog grouping can drift when workspaces are reorganized; permissions alone do not restore stewardship metadata.

Question 92

Business users cannot tell which of several sales models is officially trusted. What should the authorized steward apply?

  1. Endorse the validated model using its supported certified endorsement process.
  2. Enforce explicit data access controls in addition to applying the sensitivity label.
  3. Review its associated domain and governance metadata in the OneLake catalog.
  4. Verify its sensitivity classification and effective item/data permissions on the destination.

Explanation

Correct Answer

A:

Certification signals trusted organizational content in discovery; adding an attractive title does not give the same governance indication. Confirm catalog endorsement under a nonadmin user.

Incorrect Answers

B:

A label is classification metadata and policy context, not a universal replacement for SQL, workspace, or OneLake authorization.

C:

Organizational ownership and catalog grouping can drift when workspaces are reorganized; permissions alone do not restore stewardship metadata.

D:

Moving or recreating an item can change how labels and access apply; both classification and actual grants need review.

Question 93

An analyst's useful dataset is not yet formally certified but should be easier to find as a recommended asset. Which endorsement level might fit?

  1. Apply an appropriate sensitivity label to the supported Fabric item.
  2. Use promoted endorsement if allowed by the organization's endorsement policy.
  3. Verify its sensitivity classification and effective item/data permissions on the destination.
  4. Enforce explicit data access controls in addition to applying the sensitivity label.

Explanation

Correct Answer

B:

Promotion identifies valuable content without asserting the stricter certification governance process. Verify its promoted indicator in the catalog.

Incorrect Answers

A:

Sensitivity labeling communicates data classification and can trigger governance behavior where supported; it is not a substitute for data-plane access permissions.

C:

Moving or recreating an item can change how labels and access apply; both classification and actual grants need review.

D:

A label is classification metadata and policy context, not a universal replacement for SQL, workspace, or OneLake authorization.

Question 94

A team assumes labeling a lakehouse automatically prevents every unauthorized query. What should the security lead require?

  1. Enforce explicit data access controls in addition to applying the sensitivity label.
  2. Use promoted endorsement if allowed by the organization's endorsement policy.
  3. Review its associated domain and governance metadata in the OneLake catalog.
  4. Endorse the validated model using its supported certified endorsement process.

Explanation

Correct Answer

A:

A label is classification metadata and policy context, not a universal replacement for SQL, workspace, or OneLake authorization. Query sensitive records under a denied identity.

Incorrect Answers

B:

Promotion identifies valuable content without asserting the stricter certification governance process.

C:

Organizational ownership and catalog grouping can drift when workspaces are reorganized; permissions alone do not restore stewardship metadata.

D:

Certification signals trusted organizational content in discovery; adding an attractive title does not give the same governance indication.

Question 95

A report has lost its business-owner classification after a workspace reorganization. What should the steward inspect?

  1. Review its associated domain and governance metadata in the OneLake catalog.
  2. Use promoted endorsement if allowed by the organization's endorsement policy.
  3. Enforce explicit data access controls in addition to applying the sensitivity label.
  4. Verify its sensitivity classification and effective item/data permissions on the destination.

Explanation

Correct Answer

A:

Organizational ownership and catalog grouping can drift when workspaces are reorganized; permissions alone do not restore stewardship metadata. Confirm the report appears with the intended business owner.

Incorrect Answers

B:

Promotion identifies valuable content without asserting the stricter certification governance process.

C:

A label is classification metadata and policy context, not a universal replacement for SQL, workspace, or OneLake authorization.

D:

Moving or recreating an item can change how labels and access apply; both classification and actual grants need review.

Question 96

A repository automation wants to promote every dataset to certified without human evaluation. What governance safeguard is needed?

  1. Verify its sensitivity classification and effective item/data permissions on the destination.
  2. Enforce explicit data access controls in addition to applying the sensitivity label.
  3. Use promoted endorsement if allowed by the organization's endorsement policy.
  4. Reserve certification for approved stewards and an explicit evidence-based review process.

Explanation

Correct Answer

D:

Certification communicates an organizational trust assertion and should not be applied indiscriminately to unreviewed artifacts. Audit who can certify and the content qualification steps.

Incorrect Answers

A:

Moving or recreating an item can change how labels and access apply; both classification and actual grants need review.

B:

A label is classification metadata and policy context, not a universal replacement for SQL, workspace, or OneLake authorization.

C:

Promotion identifies valuable content without asserting the stricter certification governance process.

Question 97

A confidential customer dataset is moved to a new Fabric item. What should be checked before sharing?

  1. Verify its sensitivity classification and effective item/data permissions on the destination.
  2. Review its associated domain and governance metadata in the OneLake catalog.
  3. Use promoted endorsement if allowed by the organization's endorsement policy.
  4. Endorse the validated model using its supported certified endorsement process.

Explanation

Correct Answer

A:

Moving or recreating an item can change how labels and access apply; both classification and actual grants need review. Test the destination as an authorized and unauthorized user.

Incorrect Answers

B:

Organizational ownership and catalog grouping can drift when workspaces are reorganized; permissions alone do not restore stewardship metadata.

C:

Promotion identifies valuable content without asserting the stricter certification governance process.

D:

Certification signals trusted organizational content in discovery; adding an attractive title does not give the same governance indication.

Question 98

Compliance needs a record of who changed access to analytics artifacts. Which evidence source should be enabled or reviewed?

  1. Search the supported activity audit trail for the specific deletion event and actor.
  2. Review workspace membership records together with the corresponding audit events.
  3. Confirm the audit source's actual retention and available time range before assuming six months are present.
  4. Use the supported Fabric/Microsoft Purview audit log records for relevant administrative and sharing events.

Explanation

Correct Answer

D:

Audit logs provide attributable activity records; ordinary pipeline run metrics are not a substitute for governance event history. Find a test sharing or permission-change event with its actor and timestamp.

Incorrect Answers

A:

An absent item might result from deletion, relocation, or permissions; the audit event can distinguish an attributable operation.

B:

Current membership shows who has rights now; audit evidence supports who granted or removed them over time.

C:

Retention depends on the configured auditing platform and licensing; a current log view does not prove complete historic coverage.

Question 99

A pipeline run failed and the incident team wants execution diagnostics, not an identity audit. Which telemetry should they open?

  1. Review workspace membership records together with the corresponding audit events.
  2. Inspect the pipeline run and activity details in the Fabric monitoring experience.
  3. Confirm the audit source's actual retention and available time range before assuming six months are present.
  4. Correlate audited item access and sharing events with the identity and event time.

Explanation

Correct Answer

B:

Operational execution logs reveal failing activities; administrative audit logs focus on user and system actions rather than full run diagnostics. Correlate the failed activity ID with its error output.

Incorrect Answers

A:

Current membership shows who has rights now; audit evidence supports who granted or removed them over time.

C:

Retention depends on the configured auditing platform and licensing; a current log view does not prove complete historic coverage.

D:

Access investigations require actor, target, and time; a data row count alone cannot establish who changed sharing.

Question 100

Investigators must attribute unexpected access to a shared item. Which linkage is essential?

  1. Confirm the audit source's actual retention and available time range before assuming six months are present.
  2. Summarize tenant-wide audit event counts without filtering for the shared item, actor identity or access timestamp.
  3. Correlate audited item access and sharing events with the identity and event time.
  4. Inspect the pipeline run and activity details in the Fabric monitoring experience.

Explanation

Correct Answer

C:

Use the relevant Fabric or Microsoft Purview audit events and correlate their actor, action, target-item identifier and timestamp. If authorization changed, align sharing/permission history with the access event; disclose gaps if the audit store did not retain the period.

Incorrect Answers

A:

Retention depends on the configured auditing platform and licensing; a current log view does not prove complete historic coverage. Access investigations require actor, target, and time; a data row count alone cannot establish who changed sharing. Match the event to the item and relevant principal.

B:

Aggregate audit counts cannot prove who accessed a specific shared item. Filter supported audit events by the target item and event time, then correlate actor identity and action with sharing changes before attributing the incident.

D:

Operational execution logs reveal failing activities; administrative audit logs focus on user and system actions rather than full run diagnostics. Access investigations require actor, target, and time; a data row count alone cannot establish who changed sharing. Match the event to the item and relevant principal.

Implementing Data Engineering Solutions Using Microsoft Fabric (DP-700) Practice Tests