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Certified Data Engineer Associate Practice Test 58

Question 570

A team needs to remove a former contractor's ability to modify data while retaining temporary read access for an audit.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The investigation identifies the relevant privilege change event, actor and timestamp.
  2. The contractor can query the permitted table but INSERT and UPDATE operations fail.
  3. A newly created table can be queried by the group according to the inherited schema privilege.
  4. Only the approved administrator can create the regulated catalog under the intended governance controls.

Explanation

Correct Answer

B:

Read and write privileges can be managed separately to enforce least privilege.

Incorrect Answers

A:

The investigation identifies the relevant privilege change event, actor and timestamp. That finding does not establish that the contractor can query the permitted table but INSERT and UPDATE operations fail.

C:

A newly created table can be queried by the group according to the inherited schema privilege. That finding does not establish that the contractor can query the permitted table but INSERT and UPDATE operations fail.

D:

Only the approved administrator can create the regulated catalog under the intended governance controls. That finding does not establish that the contractor can query the permitted table but INSERT and UPDATE operations fail.

Question 571

A security administrator wants to investigate whether a privileged role grant was changed yesterday rather than merely checking who has access today.

Which implementation decision best addresses this requirement?

  1. Use Unity Catalog lineage features to inspect upstream and downstream dependencies.
  2. Give appropriately scoped metadata discovery rights without granting SELECT on protected tables.
  3. Grant only the operational privileges needed by the service principal and retain ownership with the designated owner.
  4. Query the appropriate audit logs or system audit records for permission-change events.

Explanation

Correct Answer

D:

Current grants describe effective access but audit history explains when and by whom permissions changed. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Lineage metadata can show how tables and queries relate across the platform, assisting impact assessment.

B:

Metadata discoverability and content access are distinct privileges in Unity Catalog.

C:

Service accounts performing routine ETL should not automatically receive broad administrative ownership.

Question 572

A security administrator wants to investigate whether a privileged role grant was changed yesterday rather than merely checking who has access today.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The dependency view identifies affected downstream reports before the source schema is changed.
  2. The investigation identifies the relevant privilege change event, actor and timestamp.
  3. The user can find the dataset but a SELECT query against protected rows is denied.
  4. The job writes expected rows but cannot grant arbitrary privileges or change table ownership.

Explanation

Correct Answer

B:

Current grants describe effective access but audit history explains when and by whom permissions changed.

Incorrect Answers

A:

The dependency view identifies affected downstream reports before the source schema is changed. That finding does not establish that the investigation identifies the relevant privilege change event, actor and timestamp.

C:

The user can find the dataset but a SELECT query against protected rows is denied. That finding does not establish that the investigation identifies the relevant privilege change event, actor and timestamp.

D:

The job writes expected rows but cannot grant arbitrary privileges or change table ownership. That finding does not establish that the investigation identifies the relevant privilege change event, actor and timestamp.

Question 573

A compliance group wants to understand which curated reports depend on a source table before applying a schema change.

Which implementation decision best addresses this requirement?

  1. Use Unity Catalog lineage features to inspect upstream and downstream dependencies.
  2. Apply the supported schema-level SELECT grant with the necessary usage privileges.
  3. Grant volume read access and the necessary parent usage rights to the execution identity.
  4. Validate current effective grants and query authorization rather than using stale visible output as the permission test.

Explanation

Correct Answer

A:

Lineage metadata can show how tables and queries relate across the platform, assisting impact assessment. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

B:

Privilege inheritance can cover current and future tables beneath an authorized schema.

C:

Object creation privileges do not automatically authorize reading files from a different securable.

D:

Security state must be checked at execution time; a prior result display does not prove current access.

Question 574

A compliance group wants to understand which curated reports depend on a source table before applying a schema change.

Which acceptance result most directly demonstrates that the intended solution works?

  1. A newly created table can be queried by the group according to the inherited schema privilege.
  2. The engineer reads the approved volume but remains restricted from unrelated volumes.
  3. The dependency view identifies affected downstream reports before the source schema is changed.
  4. A fresh query under the revoked identity is denied while historical administrative logs remain available for audit.

Explanation

Correct Answer

C:

Lineage metadata can show how tables and queries relate across the platform, assisting impact assessment.

Incorrect Answers

A:

A newly created table can be queried by the group according to the inherited schema privilege. That finding does not establish that the dependency view identifies affected downstream reports before the source schema is changed.

B:

The engineer reads the approved volume but remains restricted from unrelated volumes. That finding does not establish that the dependency view identifies affected downstream reports before the source schema is changed.

D:

A fresh query under the revoked identity is denied while historical administrative logs remain available for audit. That finding does not establish that the dependency view identifies affected downstream reports before the source schema is changed.

Question 575

A group has SELECT on a Unity Catalog schema and assumes it must receive separate SELECT grants on every new child table.

Which implementation decision best addresses this requirement?

  1. Apply the supported schema-level SELECT grant with the necessary usage privileges.
  2. Give appropriately scoped metadata discovery rights without granting SELECT on protected tables.
  3. Delegate catalog-creation or approved catalog administration through an authorized administrative role.
  4. Use a governed query-time column masking rule rather than presentation-only notebook formatting.

Explanation

Correct Answer

A:

Privilege inheritance can cover current and future tables beneath an authorized schema. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

B:

Metadata discoverability and content access are distinct privileges in Unity Catalog.

C:

Creating catalogs and creating tables within an existing schema are separate governance operations.

D:

UI formatting does not enforce a security boundary across SQL clients and notebooks.

Question 576

A group has SELECT on a Unity Catalog schema and assumes it must receive separate SELECT grants on every new child table.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The user can find the dataset but a SELECT query against protected rows is denied.
  2. Only the approved administrator can create the regulated catalog under the intended governance controls.
  3. Queries from different clients consistently return masked values for the same restricted principal.
  4. A newly created table can be queried by the group according to the inherited schema privilege.

Explanation

Correct Answer

D:

Privilege inheritance can cover current and future tables beneath an authorized schema.

Incorrect Answers

A:

The user can find the dataset but a SELECT query against protected rows is denied. That finding does not establish that a newly created table can be queried by the group according to the inherited schema privilege.

B:

Only the approved administrator can create the regulated catalog under the intended governance controls. That finding does not establish that a newly created table can be queried by the group according to the inherited schema privilege.

C:

Queries from different clients consistently return masked values for the same restricted principal. That finding does not establish that a newly created table can be queried by the group according to the inherited schema privilege.

Question 577

A user is allowed to see the names of datasets but must not be permitted to read sensitive rows.

Which implementation decision best addresses this requirement?

  1. Grant volume read access and the necessary parent usage rights to the execution identity.
  2. Give appropriately scoped metadata discovery rights without granting SELECT on protected tables.
  3. Grant only the operational privileges needed by the service principal and retain ownership with the designated owner.
  4. Enforce the policy at the Unity Catalog data-access layer instead of in a client-specific dashboard filter.

Explanation

Correct Answer

B:

Metadata discoverability and content access are distinct privileges in Unity Catalog. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Object creation privileges do not automatically authorize reading files from a different securable.

C:

Service accounts performing routine ETL should not automatically receive broad administrative ownership.

D:

Central policy controls apply to authorized queries independent of which supported client submits them.

Question 578

A user is allowed to see the names of datasets but must not be permitted to read sensitive rows.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The engineer reads the approved volume but remains restricted from unrelated volumes.
  2. The job writes expected rows but cannot grant arbitrary privileges or change table ownership.
  3. A restricted user sees the same permitted rows through both a notebook and an SQL client.
  4. The user can find the dataset but a SELECT query against protected rows is denied.

Explanation

Correct Answer

D:

Metadata discoverability and content access are distinct privileges in Unity Catalog.

Incorrect Answers

A:

The engineer reads the approved volume but remains restricted from unrelated volumes. That finding does not establish that the user can find the dataset but a SELECT query against protected rows is denied.

B:

The job writes expected rows but cannot grant arbitrary privileges or change table ownership. That finding does not establish that the user can find the dataset but a SELECT query against protected rows is denied.

C:

A restricted user sees the same permitted rows through both a notebook and an SQL client. That finding does not establish that the user can find the dataset but a SELECT query against protected rows is denied.

Question 579

An ingestion engineer can create tables in a schema but cannot read files from a governed external volume used as staging.

Which implementation decision best addresses this requirement?

  1. Delegate catalog-creation or approved catalog administration through an authorized administrative role.
  2. Validate current effective grants and query authorization rather than using stale visible output as the permission test.
  3. Grant volume read access and the necessary parent usage rights to the execution identity.
  4. Attach governed sensitivity tags and apply appropriately scoped ABAC masking policies.

Explanation

Correct Answer

C:

Object creation privileges do not automatically authorize reading files from a different securable. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Creating catalogs and creating tables within an existing schema are separate governance operations.

B:

Security state must be checked at execution time; a prior result display does not prove current access.

D:

A stable tag taxonomy allows automatic security handling across many matching objects.

Question 580

An ingestion engineer can create tables in a schema but cannot read files from a governed external volume used as staging.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The engineer reads the approved volume but remains restricted from unrelated volumes.
  2. Only the approved administrator can create the regulated catalog under the intended governance controls.
  3. A fresh query under the revoked identity is denied while historical administrative logs remain available for audit.
  4. A new column tagged with the sensitive classification is masked for ordinary groups without manual table-by-table edits.

Explanation

Correct Answer

A:

Object creation privileges do not automatically authorize reading files from a different securable.

Incorrect Answers

B:

Only the approved administrator can create the regulated catalog under the intended governance controls. That finding does not establish that the engineer reads the approved volume but remains restricted from unrelated volumes.

C:

A fresh query under the revoked identity is denied while historical administrative logs remain available for audit. That finding does not establish that the engineer reads the approved volume but remains restricted from unrelated volumes.

D:

A new column tagged with the sensitive classification is masked for ordinary groups without manual table-by-table edits. That finding does not establish that the engineer reads the approved volume but remains restricted from unrelated volumes.

Certified Data Engineer Associate Practice Tests

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