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Certified Data Engineer Associate Practice Test 55

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.

Question 541

A security team wants to remove all access for a group and assumes removing its one direct table grant automatically removes permissions inherited from a catalog.

Which implementation decision best addresses this requirement?

  1. Use Unity Catalog ABAC column masking policies based on governed tags.
  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. Scope ABAC policy to the appropriate catalog or schema and match the governed classification tags.

Explanation

Correct Answer

B:

Effective privileges can come from multiple levels of the Unity Catalog hierarchy. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

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

C:

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

D:

Hierarchy-scoped ABAC applies dynamically to tagged objects meeting the policy conditions.

Question 542

A security team wants to remove all access for a group and assumes removing its one direct table grant automatically removes permissions inherited from a catalog.

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

  1. A newly tagged sensitive column is masked for unauthorized users under the central policy.
  2. The ordinary support user sees masked emails and the approved privileged user sees real values.
  3. The new qualifying table is protected without adding a one-off table-specific policy.
  4. A final effective-permissions inspection shows no remaining path to the restricted table.

Explanation

Correct Answer

D:

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

Incorrect Answers

A:

A newly tagged sensitive column is masked for unauthorized users under the central policy. That finding does not establish that a final effective-permissions inspection shows no remaining path to the restricted table.

B:

The ordinary support user sees masked emails and the approved privileged user sees real values. That finding does not establish that a final effective-permissions inspection shows no remaining path to the restricted table.

C:

The new qualifying table is protected without adding a one-off table-specific policy. That finding does not establish that a final effective-permissions inspection shows no remaining path to the restricted table.

Question 543

A business wants one policy to redact personally identifiable information across dozens of tagged tables, not a separate manually attached mask on each.

Which implementation decision best addresses this requirement?

  1. Apply a supported row-filter policy that checks the caller context against row attributes.
  2. Grant the underlying object permissions separately from the masking or row-filter policy.
  3. Use Unity Catalog ABAC column masking policies based on governed tags.
  4. Use the correct governed tag key and value recognized by the ABAC policy.

Explanation

Correct Answer

C:

Tag-driven policies can match sensitive columns at scale without configuring each table independently. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

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

B:

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

D:

Policy matching depends on governed tag conditions, not merely a human-readable description.

Question 544

A business wants one policy to redact personally identifiable information across dozens of tagged tables, not a separate manually attached mask on each.

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

  1. A newly tagged sensitive column is masked for unauthorized users under the central policy.
  2. An EMEA viewer sees only eligible records while a privileged authorized role can access its permitted population.
  3. An eligible reader gains base access and receives masked output, while a user without SELECT is still denied.
  4. The correctly classified column is masked according to the intended policy after propagation.

Explanation

Correct Answer

A:

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

Incorrect Answers

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 newly tagged sensitive column is masked for unauthorized users under the central policy.

C:

An eligible reader gains base access and receives masked output, while a user without SELECT is still denied. That finding does not establish that a newly tagged sensitive column is masked for unauthorized users under the central policy.

D:

The correctly classified column is masked according to the intended policy after propagation. That finding does not establish that a newly tagged sensitive column is masked for unauthorized users under the central policy.

Question 545

A sales organization must ensure regional employees can read only records for their authorized sales region.

Which implementation decision best addresses this requirement?

  1. Use a Unity Catalog column mask that returns redacted or original values based on supported identity conditions.
  2. Define and use governed tags with ownership and authorization controls for ABAC conditions.
  3. Apply a supported row-filter policy that checks the caller context against row attributes.
  4. Use an appropriate table-level row filter if a narrow, individually managed policy meets the requirement.

Explanation

Correct Answer

C:

Row-level security removes unauthorized rows at query time rather than granting unrestricted visibility. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

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

B:

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

D:

Direct table-level filters can be simpler for isolated policies than organization-wide ABAC administration.

Question 546

A sales organization must ensure regional employees can read only records for their authorized sales region.

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

  1. The ordinary support user sees masked emails and the approved privileged user sees real values.
  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. Only the selected table changes visibility and unrelated catalog tables are unaffected.

Explanation

Correct Answer

B:

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

Incorrect Answers

A:

The ordinary support user sees masked emails and the approved privileged user sees real values. That finding does not establish that an EMEA viewer sees only eligible records while a privileged authorized role can access its permitted population.

C:

Only authorized tag administrators can create or assign the sensitive classification used by the policy. That finding does not establish that an EMEA viewer sees only eligible records while a privileged authorized role can access its permitted population.

D:

Only the selected table changes visibility and unrelated catalog tables are unaffected. That finding does not establish that an EMEA viewer sees only eligible records while a privileged authorized role can access its permitted population.

Question 547

A customer support team needs to see email addresses only in masked form, but a separate privileged quality team needs the original values.

Which implementation decision best addresses this requirement?

  1. Grant the underlying object permissions separately from the masking or row-filter policy.
  2. Scope ABAC policy to the appropriate catalog or schema and match the governed classification tags.
  3. Enforce suitable centrally governed ABAC policy rather than relying only on owner-managed per-table masks.
  4. Use a Unity Catalog column mask that returns redacted or original values based on supported identity conditions.

Explanation

Correct Answer

D:

Column masking protects individual values while preserving a queryable table structure. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

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

B:

Hierarchy-scoped ABAC applies dynamically to tagged objects meeting the policy conditions.

C:

Catalog or schema-scoped ABAC policy administration can separate security policy ownership from ordinary table ownership.

Question 548

A customer support team needs to see email addresses only in masked form, but a separate privileged quality team needs the original values.

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

  1. An eligible reader gains base access and receives masked output, while a user without SELECT is still denied.
  2. The ordinary support user sees masked emails and the approved privileged user sees real values.
  3. The new qualifying table is protected without adding a one-off table-specific policy.
  4. The table owner cannot bypass the centrally controlled masking rule by editing their own table definition.

Explanation

Correct Answer

B:

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

Incorrect Answers

A:

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 ordinary support user sees masked emails and the approved privileged user sees real values.

C:

The new qualifying table is protected without adding a one-off table-specific policy. That finding does not establish that the ordinary support user sees masked emails and the approved privileged user sees real values.

D:

The table owner cannot bypass the centrally controlled masking rule by editing their own table definition. That finding does not establish that the ordinary support user sees masked emails and the approved privileged user sees real values.

Question 549

A newly created ABAC masking policy is applied, but an analyst lacks SELECT on the target table and expects the policy itself to grant access.

Which implementation decision best addresses this requirement?

  1. Grant the underlying object permissions separately from the masking or row-filter policy.
  2. Define and use governed tags with ownership and authorization controls for ABAC conditions.
  3. Use the correct governed tag key and value recognized by the ABAC policy.
  4. Distinguish metadata visibility or BROWSE from the USE CATALOG, USE SCHEMA and SELECT path needed to read rows.

Explanation

Correct Answer

A:

ABAC row filters and masks restrict already authorized data access; they do not automatically provide table SELECT. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

B:

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

C:

Policy matching depends on governed tag conditions, not merely a human-readable description.

D:

Discovering an object in Catalog Explorer is not proof of a successful data-read entitlement.

Question 550

A newly created ABAC masking policy is applied, but an analyst lacks SELECT on the target table and expects the policy itself to grant access.

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

  1. Only authorized tag administrators can create or assign the sensitive classification used by the policy.
  2. The correctly classified column is masked according to the intended policy after propagation.
  3. An eligible reader gains base access and receives masked output, while a user without SELECT is still denied.
  4. An authorized user reads table rows only after required usage and SELECT privileges are present.

Explanation

Correct Answer

C:

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

Incorrect Answers

A:

Only authorized tag administrators can create or assign the sensitive classification used by the policy. That finding does not establish that an eligible reader gains base access and receives masked output, while a user without SELECT is still denied.

B:

The correctly classified column is masked according to the intended policy after propagation. That finding does not establish that an eligible reader gains base access and receives masked output, while a user without SELECT is still denied.

D:

An authorized user reads table rows only after required usage and SELECT privileges are present. That finding does not establish that an eligible reader gains base access and receives masked output, while a user without SELECT is still denied.

Certified Data Engineer Associate Practice Tests

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