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Certified Data Engineer Associate Practice Test 54

Question 530

A pipeline service principal must write updates into one Silver Delta table while reporting users should only read it.

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

  1. A post-revocation authorization test denies access after relevant inherited and group routes are addressed.
  2. Joining the authorized group permits access under policy and leaving the group removes that entitlement.
  3. A final effective-permissions inspection shows no remaining path to the restricted table.
  4. The pipeline can perform its permitted write operation while readers cannot modify records.

Explanation

Correct Answer

D:

Unity Catalog distinguishes data-modification rights from read-only SELECT and scope can be narrowed to the required table.

Incorrect Answers

A:

A post-revocation authorization test denies access after relevant inherited and group routes are addressed. That finding does not establish that the pipeline can perform its permitted write operation while readers cannot modify records.

B:

Joining the authorized group permits access under policy and leaving the group removes that entitlement. That finding does not establish that the pipeline can perform its permitted write operation while readers cannot modify records.

C:

A final effective-permissions inspection shows no remaining path to the restricted table. That finding does not establish that the pipeline can perform its permitted write operation while readers cannot modify records.

Question 531

A contractor leaves a project and should no longer query a sensitive table that was granted directly to the contractor.

Which implementation decision best addresses this requirement?

  1. Use ownership or appropriately scoped MANAGE delegation on the intended objects.
  2. Assign a service principal with the least required Unity Catalog and compute permissions.
  3. Revoke the contractor's direct table privileges and check any inherited group grants.
  4. Use Unity Catalog ABAC column masking policies based on governed tags.

Explanation

Correct Answer

C:

REVOKE removes specified grants, but effective access can remain through other memberships or inherited privileges. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Administrative privileges should be scoped to the securable being administered, not widened to all platform data.

B:

A non-personal service identity prevents production jobs from depending on an individual employee's access.

D:

Tag-driven policies can match sensitive columns at scale without configuring each table independently.

Question 532

A contractor leaves a project and should no longer query a sensitive table that was granted directly to the contractor.

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

  1. A post-revocation authorization test denies access after relevant inherited and group routes are addressed.
  2. The delegated owner grants access within the intended schema but cannot administer unrelated catalogs.
  3. The authorized job still executes after the developer account is deactivated, without broader privileges.
  4. A newly tagged sensitive column is masked for unauthorized users under the central policy.

Explanation

Correct Answer

A:

REVOKE removes specified grants, but effective access can remain through other memberships or inherited privileges.

Incorrect Answers

B:

The delegated owner grants access within the intended schema but cannot administer unrelated catalogs. That finding does not establish that a post-revocation authorization test denies access after relevant inherited and group routes are addressed.

C:

The authorized job still executes after the developer account is deactivated, without broader privileges. That finding does not establish that a post-revocation authorization test denies access after relevant inherited and group routes are addressed.

D:

A newly tagged sensitive column is masked for unauthorized users under the central policy. That finding does not establish that a post-revocation authorization test denies access after relevant inherited and group routes are addressed.

Question 533

A new schema owner needs to delegate access on schema tables, but a developer proposes giving every analyst metastore administration.

Which implementation decision best addresses this requirement?

  1. Grant the relevant privileges to an approved group rather than one-off identical grants to every individual.
  2. Use supported Unity Catalog privilege inheritance at the appropriate catalog or schema level.
  3. Use ownership or appropriately scoped MANAGE delegation on the intended objects.
  4. Apply a supported row-filter policy that checks the caller context against row attributes.

Explanation

Correct Answer

C:

Administrative privileges should be scoped to the securable being administered, not widened to all platform data. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Group grants centralize membership-driven access management and reduce permission drift.

B:

Inherited privileges can apply to current and future child tables rather than requiring duplicated grants.

D:

Row-level security removes unauthorized rows at query time rather than granting unrestricted visibility.

Question 534

A new schema owner needs to delegate access on schema tables, but a developer proposes giving every analyst metastore administration.

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

  1. Joining the authorized group permits access under policy and leaving the group removes that entitlement.
  2. The delegated owner grants access within the intended schema but cannot administer unrelated catalogs.
  3. A new eligible table is readable by the intended group without an extra per-table grant.
  4. An EMEA viewer sees only eligible records while a privileged authorized role can access its permitted population.

Explanation

Correct Answer

B:

Administrative privileges should be scoped to the securable being administered, not widened to all platform data.

Incorrect Answers

A:

Joining the authorized group permits access under policy and leaving the group removes that entitlement. That finding does not establish that the delegated owner grants access within the intended schema but cannot administer unrelated catalogs.

C:

A new eligible table is readable by the intended group without an extra per-table grant. That finding does not establish that the delegated owner grants access within the intended schema but cannot administer unrelated catalogs.

D:

An EMEA viewer sees only eligible records while a privileged authorized role can access its permitted population. That finding does not establish that the delegated owner grants access within the intended schema but cannot administer unrelated catalogs.

Question 535

An organization has many users who need the same read-only access to a curated customer table.

Which implementation decision best addresses this requirement?

  1. Assign a service principal with the least required Unity Catalog and compute permissions.
  2. Inspect and remove every relevant effective grant at catalog, schema, and table scopes.
  3. Use a Unity Catalog column mask that returns redacted or original values based on supported identity conditions.
  4. Grant the relevant privileges to an approved group rather than one-off identical grants to every individual.

Explanation

Correct Answer

D:

Group grants centralize membership-driven access management and reduce permission drift. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

A non-personal service identity prevents production jobs from depending on an individual employee's access.

B:

Effective privileges can come from multiple levels of the Unity Catalog hierarchy.

C:

Column masking protects individual values while preserving a queryable table structure.

Question 536

An organization has many users who need the same read-only access to a curated customer table.

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

  1. The authorized job still executes after the developer account is deactivated, without broader privileges.
  2. Joining the authorized group permits access under policy and leaving the group removes that entitlement.
  3. A final effective-permissions inspection shows no remaining path to the restricted table.
  4. The ordinary support user sees masked emails and the approved privileged user sees real values.

Explanation

Correct Answer

B:

Group grants centralize membership-driven access management and reduce permission drift.

Incorrect Answers

A:

The authorized job still executes after the developer account is deactivated, without broader privileges. That finding does not establish that joining the authorized group permits access under policy and leaving the group removes that entitlement.

C:

A final effective-permissions inspection shows no remaining path to the restricted table. That finding does not establish that joining the authorized group permits access under policy and leaving the group removes that entitlement.

D:

The ordinary support user sees masked emails and the approved privileged user sees real values. That finding does not establish that joining the authorized group permits access under policy and leaving the group removes that entitlement.

Question 537

A continuous ingestion job should continue operating when its original human developer leaves the company.

Which implementation decision best addresses this requirement?

  1. Assign a service principal with the least required Unity Catalog and compute permissions.
  2. Use supported Unity Catalog privilege inheritance at the appropriate catalog or schema level.
  3. Use Unity Catalog ABAC column masking policies based on governed tags.
  4. Grant the underlying object permissions separately from the masking or row-filter policy.

Explanation

Correct Answer

A:

A non-personal service identity prevents production jobs from depending on an individual employee's access. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

B:

Inherited privileges can apply to current and future child tables rather than requiring duplicated grants.

C:

Tag-driven policies can match sensitive columns at scale without configuring each table independently.

D:

ABAC row filters and masks restrict already authorized data access; they do not automatically provide table SELECT.

Question 538

A continuous ingestion job should continue operating when its original human developer leaves the company.

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

  1. A new eligible table is readable by the intended group without an extra per-table grant.
  2. A newly tagged sensitive column is masked for unauthorized users under the central policy.
  3. The authorized job still executes after the developer account is deactivated, without broader privileges.
  4. An eligible reader gains base access and receives masked output, while a user without SELECT is still denied.

Explanation

Correct Answer

C:

A non-personal service identity prevents production jobs from depending on an individual employee's access.

Incorrect Answers

A:

A new eligible table is readable by the intended group without an extra per-table grant. That finding does not establish that the authorized job still executes after the developer account is deactivated, without broader privileges.

B:

A newly tagged sensitive column is masked for unauthorized users under the central policy. That finding does not establish that the authorized job still executes after the developer account is deactivated, without broader privileges.

D:

An eligible reader gains base access and receives masked output, while a user without SELECT is still denied. That finding does not establish that the authorized job still executes after the developer account is deactivated, without broader privileges.

Question 539

A finance catalog applies read privileges to a governed schema, and engineers want newly created tables to inherit the intended access rule.

Which implementation decision best addresses this requirement?

  1. Use supported Unity Catalog privilege inheritance at the appropriate catalog or schema level.
  2. Inspect and remove every relevant effective grant at catalog, schema, and table scopes.
  3. Apply a supported row-filter policy that checks the caller context against row attributes.
  4. Define and use governed tags with ownership and authorization controls for ABAC conditions.

Explanation

Correct Answer

A:

Inherited privileges can apply to current and future child tables rather than requiring duplicated grants. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

B:

Effective privileges can come from multiple levels of the Unity Catalog hierarchy.

C:

Row-level security removes unauthorized rows at query time rather than granting unrestricted visibility.

D:

Governed tags make policy matching administratively controlled rather than dependent on untrusted labels.

Question 540

A finance catalog applies read privileges to a governed schema, and engineers want newly created tables to inherit the intended access rule.

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

  1. A final effective-permissions inspection shows no remaining path to the restricted table.
  2. An EMEA viewer sees only eligible records while a privileged authorized role can access its permitted population.
  3. Only authorized tag administrators can create or assign the sensitive classification used by the policy.
  4. A new eligible table is readable by the intended group without an extra per-table grant.

Explanation

Correct Answer

D:

Inherited privileges can apply to current and future child tables rather than requiring duplicated grants.

Incorrect Answers

A:

A final effective-permissions inspection shows no remaining path to the restricted table. That finding does not establish that a new eligible table is readable by the intended group without an extra per-table grant.

B:

An EMEA viewer sees only eligible records while a privileged authorized role can access its permitted population. That finding does not establish that a new eligible table is readable by the intended group without an extra per-table grant.

C:

Only authorized tag administrators can create or assign the sensitive classification used by the policy. That finding does not establish that a new eligible table is readable by the intended group without an extra per-table grant.

Certified Data Engineer Associate Practice Tests

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