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Microsoft DP-700 Bundle

Exam Code: DP-700

Exam Name Implementing Data Engineering Solutions Using Microsoft Fabric

Certification Provider: Microsoft

Corresponding Certification: Microsoft Certified: Fabric Data Engineer Associate

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Microsoft DP-700 Practice Test 13

Question 120

A regulated Lakehouse uses OneLake security for confidential engineering data. The current environment exhibits the following problem: a policy designer attempts to define a deny role to override an earlier allow. What is the most defensible next action?

  1. Evaluate the union of effective row grants across role memberships
  2. Reconcile all grant roles and remove the excessive grant
  3. Grant file read access to the permitted child path, preserving sibling restrictions
  4. Review the role's object and column visibility constraints

Explanation

Correct Answer

B:

Reconcile all grant roles and remove the excessive grant. OneLake security uses grant roles and does not provide general deny overrides.

Incorrect Answers

A:

Two roles independently grant sales for distinct regions and users see both. OneLake combines multiple permitted role views rather than intersecting all roles.

C:

A user can browse a parent folder but should not read neighboring confidential files. Path traversal visibility does not entail permission to read sibling data.

D:

Analysts can read table metadata that should remain undiscoverable. Metadata visibility is part of data security and not just UI presentation.

Question 121

A data engineer configures OneLake row and column filtering for governed tables. An acceptance test shows that users may query only records belonging to their assigned geography. Which change most directly resolves this failure?

  1. Split writable access from constrained reader roles according to supported capabilities
  2. Implement a suitable OneLake row filter aligned to user membership
  3. Verify combined shortcut and target effective row-level access
  4. Inspect effective OR combination of row predicates across memberships

Explanation

Correct Answer

B:

Implement a suitable OneLake row filter aligned to user membership. Row-level rules restrict records before the consumer reads them.

Incorrect Answers

A:

An administrator combines RLS and ReadWrite in the same OneLake role. ReadWrite grants and row or column filters are not combined within one role.

C:

A shortcut crosses a security boundary and must not bypass target row restrictions. Consumer path grants cannot silently defeat required target security.

D:

A user belongs to two row-filtered roles and can see more rows than intended. Multiple allowed security roles can broaden the visible row union.

Question 122

A data engineer configures OneLake row and column filtering for governed tables. The engineer has established the following constraint: a table contains personal identifiers that must be hidden for general analysts. What is the best engineering response?

  1. Inspect effective OR combination of row predicates across memberships
  2. Configure column-level security on protected columns
  3. Verify combined shortcut and target effective row-level access
  4. Split writable access from constrained reader roles according to supported capabilities

Explanation

Correct Answer

B:

Configure column-level security on protected columns. Column grants prevent unauthorized field access, unlike mere visual hiding.

Incorrect Answers

A:

A user belongs to two row-filtered roles and can see more rows than intended. Multiple allowed security roles can broaden the visible row union.

C:

A shortcut crosses a security boundary and must not bypass target row restrictions. Consumer path grants cannot silently defeat required target security.

D:

An administrator combines RLS and ReadWrite in the same OneLake role. ReadWrite grants and row or column filters are not combined within one role.

Question 123

A data engineer configures OneLake row and column filtering for governed tables. During an operations handoff, engineers find that a user belongs to two row-filtered roles and can see more rows than intended. Which action should the team take next?

  1. Split writable access from constrained reader roles according to supported capabilities
  2. Inspect effective OR combination of row predicates across memberships
  3. Verify combined shortcut and target effective row-level access
  4. Implement a suitable OneLake row filter aligned to user membership

Explanation

Correct Answer

B:

Inspect effective OR combination of row predicates across memberships. Multiple allowed security roles can broaden the visible row union.

Incorrect Answers

A:

An administrator combines RLS and ReadWrite in the same OneLake role. ReadWrite grants and row or column filters are not combined within one role.

C:

A shortcut crosses a security boundary and must not bypass target row restrictions. Consumer path grants cannot silently defeat required target security.

D:

Users may query only records belonging to their assigned geography. Row-level rules restrict records before the consumer reads them.

Question 124

A data engineer configures OneLake row and column filtering for governed tables. The team observes that an administrator combines RLS and ReadWrite in the same OneLake role. Which approach best satisfies this requirement?

  1. Verify combined shortcut and target effective row-level access
  2. Configure column-level security on protected columns
  3. Inspect effective OR combination of row predicates across memberships
  4. Split writable access from constrained reader roles according to supported capabilities

Explanation

Correct Answer

D:

Split writable access from constrained reader roles according to supported capabilities. ReadWrite grants and row or column filters are not combined within one role.

Incorrect Answers

A:

A shortcut crosses a security boundary and must not bypass target row restrictions. Consumer path grants cannot silently defeat required target security.

B:

A table contains personal identifiers that must be hidden for general analysts. Column grants prevent unauthorized field access, unlike mere visual hiding.

C:

A user belongs to two row-filtered roles and can see more rows than intended. Multiple allowed security roles can broaden the visible row union.

Question 125

A data engineer configures OneLake row and column filtering for governed tables. The implementation review confirms that a shortcut crosses a security boundary and must not bypass target row restrictions. Which corrective action addresses the root cause?

  1. Verify combined shortcut and target effective row-level access
  2. Configure column-level security on protected columns
  3. Inspect effective OR combination of row predicates across memberships
  4. Implement a suitable OneLake row filter aligned to user membership

Explanation

Correct Answer

A:

Verify combined shortcut and target effective row-level access. Consumer path grants cannot silently defeat required target security.

Incorrect Answers

B:

A table contains personal identifiers that must be hidden for general analysts. Column grants prevent unauthorized field access, unlike mere visual hiding.

C:

A user belongs to two row-filtered roles and can see more rows than intended. Multiple allowed security roles can broaden the visible row union.

D:

Users may query only records belonging to their assigned geography. Row-level rules restrict records before the consumer reads them.

Question 126

A Fabric Warehouse exposes SQL tables to groups with distinct responsibilities. A scheduled execution exposes this issue: a reporting group requires read access to one schema but not others. Which corrective action addresses the root cause?

  1. Validate and correct the execution identity to business-unit mapping used by the RLS predicate
  2. Grant appropriate SQL permissions on the intended schema or objects
  3. Apply supported T-SQL object access controls to the restricted table
  4. Validate user permissions and unmasking privilege rather than treating masks as encryption

Explanation

Correct Answer

B:

Grant appropriate SQL permissions on the intended schema or objects. Data-warehouse SQL permissions can be scoped below the whole workspace.

Incorrect Answers

A:

A user sees records belonging to another business unit despite an existing Warehouse RLS policy. Row filters enforce the wrong boundary if the user's security mapping is inaccurate.

C:

A user can access the Warehouse but should not query a confidential table. Item-level visibility is insufficient for fine-grained SQL object authorization.

D:

A developer assumes dynamic data masking prevents every privileged reader from seeing originals. Masking is not a substitute for data encryption or access control.

Question 127

A Fabric Warehouse exposes SQL tables to groups with distinct responsibilities. Data validation establishes that a user can access the Warehouse but should not query a confidential table. What should the administrator implement or verify?

  1. Configure dynamic data masking where supported for the column and audience
  2. Validate and correct the execution identity to business-unit mapping used by the RLS predicate
  3. Validate user permissions and unmasking privilege rather than treating masks as encryption
  4. Apply supported T-SQL object access controls to the restricted table

Explanation

Correct Answer

D:

Apply supported T-SQL object access controls to the restricted table. Item-level visibility is insufficient for fine-grained SQL object authorization.

Incorrect Answers

A:

A finance reader should see masked values in selected columns without altering storage. Masking changes exposed presentation, not underlying stored data.

B:

A user sees records belonging to another business unit despite an existing Warehouse RLS policy. Row filters enforce the wrong boundary if the user's security mapping is inaccurate.

C:

A developer assumes dynamic data masking prevents every privileged reader from seeing originals. Masking is not a substitute for data encryption or access control.

Question 128

A Fabric Warehouse exposes SQL tables to groups with distinct responsibilities. The production incident report states that a finance reader should see masked values in selected columns without altering storage. Which option directly handles this observed condition?

  1. Grant appropriate SQL permissions on the intended schema or objects
  2. Apply supported T-SQL object access controls to the restricted table
  3. Validate and correct the execution identity to business-unit mapping used by the RLS predicate
  4. Configure dynamic data masking where supported for the column and audience

Explanation

Correct Answer

D:

Configure dynamic data masking where supported for the column and audience. Masking changes exposed presentation, not underlying stored data.

Incorrect Answers

A:

A reporting group requires read access to one schema but not others. Data-warehouse SQL permissions can be scoped below the whole workspace.

B:

A user can access the Warehouse but should not query a confidential table. Item-level visibility is insufficient for fine-grained SQL object authorization.

C:

A user sees records belonging to another business unit despite an existing Warehouse RLS policy. Row filters enforce the wrong boundary if the user's security mapping is inaccurate.

Question 129

A Fabric Warehouse exposes SQL tables to groups with distinct responsibilities. A postdeployment check reveals that a developer assumes dynamic data masking prevents every privileged reader from seeing originals. What is the most defensible next action?

  1. Apply supported T-SQL object access controls to the restricted table
  2. Grant appropriate SQL permissions on the intended schema or objects
  3. Validate user permissions and unmasking privilege rather than treating masks as encryption
  4. Validate and correct the execution identity to business-unit mapping used by the RLS predicate

Explanation

Correct Answer

C:

Validate user permissions and unmasking privilege rather than treating masks as encryption. Masking is not a substitute for data encryption or access control.

Incorrect Answers

A:

A user can access the Warehouse but should not query a confidential table. Item-level visibility is insufficient for fine-grained SQL object authorization.

B:

A reporting group requires read access to one schema but not others. Data-warehouse SQL permissions can be scoped below the whole workspace.

D:

A user sees records belonging to another business unit despite an existing Warehouse RLS policy. Row filters enforce the wrong boundary if the user's security mapping is inaccurate.

Question 130

A Fabric Warehouse exposes SQL tables to groups with distinct responsibilities. The current environment exhibits the following problem: a user sees records belonging to another business unit despite an existing Warehouse RLS policy. Which technical choice fits this evidence?

  1. Grant appropriate SQL permissions on the intended schema or objects
  2. Validate and correct the execution identity to business-unit mapping used by the RLS predicate
  3. Configure dynamic data masking where supported for the column and audience
  4. Apply supported T-SQL object access controls to the restricted table

Explanation

Correct Answer

B:

Validate and correct the execution identity to business-unit mapping used by the RLS predicate. Row filters enforce the wrong boundary if the user's security mapping is inaccurate.

Incorrect Answers

A:

A reporting group requires read access to one schema but not others. Data-warehouse SQL permissions can be scoped below the whole workspace.

C:

A finance reader should see masked values in selected columns without altering storage. Masking changes exposed presentation, not underlying stored data.

D:

A user can access the Warehouse but should not query a confidential table. Item-level visibility is insufficient for fine-grained SQL object authorization.