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Certified Data Engineer Associate Practice Test 57

Question 560

A central security team worries that individual table owners could remove their own masks and expose confidential data.

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

  1. An authorized user reads table rows only after required usage and SELECT privileges are present.
  2. The table owner cannot bypass the centrally controlled masking rule by editing their own table definition.
  3. An approved analyst reads the specified volume file but cannot modify its contents without write permission.
  4. The investigation identifies the relevant privilege change event, actor and timestamp.

Explanation

Correct Answer

B:

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

Incorrect Answers

A:

An authorized user reads table rows only after required usage and SELECT privileges are present. That finding does not establish that the table owner cannot bypass the centrally controlled masking rule by editing their own table definition.

C:

An approved analyst reads the specified volume file but cannot modify its contents without write permission. That finding does not establish that the table owner cannot bypass the centrally controlled masking rule by editing their own table definition.

D:

The investigation identifies the relevant privilege change event, actor and timestamp. That finding does not establish that the table owner cannot bypass the centrally controlled masking rule by editing their own table definition.

Question 561

An analytics query reports permission denied despite SELECT on a table, but metadata search shows the table name and columns.

Which implementation decision best addresses this requirement?

  1. Distinguish metadata visibility or BROWSE from the USE CATALOG, USE SCHEMA and SELECT path needed to read rows.
  2. Use supported workspace-catalog binding or equivalent workspace scoping controls.
  3. Grant CREATE SCHEMA at the approved catalog scope with required catalog usage.
  4. Use Unity Catalog lineage features to inspect upstream and downstream dependencies.

Explanation

Correct Answer

A:

Discovering an object in Catalog Explorer is not proof of a successful data-read entitlement. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

B:

Workspace bindings provide an additional placement/access boundary beyond a user's object-level grants.

C:

Creating a schema is a catalog-level capability distinct from reading a table.

D:

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

Question 562

An analytics query reports permission denied despite SELECT on a table, but metadata search shows the table name and columns.

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

  1. An approved production workspace can query the catalog while a disallowed workspace cannot.
  2. The user creates a schema only in the authorized catalog and is denied in restricted catalogs.
  3. An authorized user reads table rows only after required usage and SELECT privileges are present.
  4. The dependency view identifies affected downstream reports before the source schema is changed.

Explanation

Correct Answer

C:

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

Incorrect Answers

A:

An approved production workspace can query the catalog while a disallowed workspace cannot. That finding does not establish that an authorized user reads table rows only after required usage and SELECT privileges are present.

B:

The user creates a schema only in the authorized catalog and is denied in restricted catalogs. That finding does not establish that an authorized user reads table rows only after required usage and SELECT privileges are present.

D:

The dependency view identifies affected downstream reports before the source schema is changed. That finding does not establish that an authorized user reads table rows only after required usage and SELECT privileges are present.

Question 563

A platform team wants to restrict a sensitive Unity Catalog catalog to production workspaces even though some users have data permissions.

Which implementation decision best addresses this requirement?

  1. Use supported workspace-catalog binding or equivalent workspace scoping controls.
  2. Grant the appropriate READ VOLUME permission along with required parent usage privileges.
  3. Revoke the contractor's MODIFY entitlement while preserving only the specifically authorized SELECT grants.
  4. Apply the supported schema-level SELECT grant with the necessary usage privileges.

Explanation

Correct Answer

A:

Workspace bindings provide an additional placement/access boundary beyond a user's object-level grants. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

B:

Volume file access is a distinct securable privilege from table SELECT.

C:

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

D:

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

Question 564

A platform team wants to restrict a sensitive Unity Catalog catalog to production workspaces even though some users have data permissions.

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

  1. An approved analyst reads the specified volume file but cannot modify its contents without write permission.
  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. An approved production workspace can query the catalog while a disallowed workspace cannot.

Explanation

Correct Answer

D:

Workspace bindings provide an additional placement/access boundary beyond a user's object-level grants.

Incorrect Answers

A:

An approved analyst reads the specified volume file but cannot modify its contents without write permission. That finding does not establish that an approved production workspace can query the catalog while a disallowed workspace cannot.

B:

The contractor can query the permitted table but INSERT and UPDATE operations fail. That finding does not establish that an approved production workspace can query the catalog while a disallowed workspace cannot.

C:

A newly created table can be queried by the group according to the inherited schema privilege. That finding does not establish that an approved production workspace can query the catalog while a disallowed workspace cannot.

Question 565

A team stores raw input files in a Unity Catalog volume and grants analysts SELECT on an unrelated Delta table, expecting file reads to work.

Which implementation decision best addresses this requirement?

  1. Grant CREATE SCHEMA at the approved catalog scope with required catalog usage.
  2. Grant the appropriate READ VOLUME permission along with required parent usage privileges.
  3. Query the appropriate audit logs or system audit records for permission-change events.
  4. Give appropriately scoped metadata discovery rights without granting SELECT on protected tables.

Explanation

Correct Answer

B:

Volume file access is a distinct securable privilege from table SELECT. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Creating a schema is a catalog-level capability distinct from reading a table.

C:

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

D:

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

Question 566

A team stores raw input files in a Unity Catalog volume and grants analysts SELECT on an unrelated Delta table, expecting file reads to work.

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

  1. The user creates a schema only in the authorized catalog and is denied in restricted catalogs.
  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. An approved analyst reads the specified volume file but cannot modify its contents without write permission.

Explanation

Correct Answer

D:

Volume file access is a distinct securable privilege from table SELECT.

Incorrect Answers

A:

The user creates a schema only in the authorized catalog and is denied in restricted catalogs. That finding does not establish that an approved analyst reads the specified volume file but cannot modify its contents without write permission.

B:

The investigation identifies the relevant privilege change event, actor and timestamp. That finding does not establish that an approved analyst reads the specified volume file but cannot modify its contents without write permission.

C:

The user can find the dataset but a SELECT query against protected rows is denied. That finding does not establish that an approved analyst reads the specified volume file but cannot modify its contents without write permission.

Question 567

A data engineer can query existing tables but cannot create a new schema in an approved catalog.

Which implementation decision best addresses this requirement?

  1. Revoke the contractor's MODIFY entitlement while preserving only the specifically authorized SELECT grants.
  2. Use Unity Catalog lineage features to inspect upstream and downstream dependencies.
  3. Grant CREATE SCHEMA at the approved catalog scope with required catalog usage.
  4. Grant volume read access and the necessary parent usage rights to the execution identity.

Explanation

Correct Answer

C:

Creating a schema is a catalog-level capability distinct from reading a table. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

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

B:

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

D:

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

Question 568

A data engineer can query existing tables but cannot create a new schema in an approved catalog.

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

  1. The user creates a schema only in the authorized catalog and is denied in restricted catalogs.
  2. The contractor can query the permitted table but INSERT and UPDATE operations fail.
  3. The dependency view identifies affected downstream reports before the source schema is changed.
  4. The engineer reads the approved volume but remains restricted from unrelated volumes.

Explanation

Correct Answer

A:

Creating a schema is a catalog-level capability distinct from reading a table.

Incorrect Answers

B:

The contractor can query the permitted table but INSERT and UPDATE operations fail. That finding does not establish that the user creates a schema only in the authorized catalog and is denied in restricted catalogs.

C:

The dependency view identifies affected downstream reports before the source schema is changed. That finding does not establish that the user creates a schema only in the authorized catalog and is denied in restricted catalogs.

D:

The engineer reads the approved volume but remains restricted from unrelated volumes. That finding does not establish that the user creates a schema only in the authorized catalog and is denied in restricted catalogs.

Question 569

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

Which implementation decision best addresses this requirement?

  1. Query the appropriate audit logs or system audit records for permission-change events.
  2. Apply the supported schema-level SELECT grant with the necessary usage privileges.
  3. Revoke the contractor's MODIFY entitlement while preserving only the specifically authorized SELECT grants.
  4. Delegate catalog-creation or approved catalog administration through an authorized administrative role.

Explanation

Correct Answer

C:

Read and write privileges can be managed separately to enforce least privilege. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

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

B:

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

D:

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

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.

Certified Data Engineer Associate Practice Tests

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