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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 12

Question 110

A company verifies the end-to-end Fabric engineering release process. The current environment exhibits the following problem: a rollback restores code but leaves altered persisted data behind. Which technical choice fits this evidence?

  1. Execute representative postdeployment ingestion and query checks
  2. Evaluate and deploy the necessary supported dependency set
  3. Separate code rollback from data recovery and validate both
  4. Reconcile branch and workspace definitions before promoting a trusted baseline

Explanation

Correct Answer

C:

Separate code rollback from data recovery and validate both. Reverting a definition does not automatically reverse data mutations.

Incorrect Answers

A:

A deployment succeeds but no postrelease data validation is performed. Successful artifact deployment cannot prove data processing correctness.

B:

A release includes only notebooks but omits the target Lakehouse item. Missing runtime dependencies invalidate an otherwise successful item promotion.

D:

A Git integration conflict is ignored during deployment planning. Conflicting item definitions need deterministic resolution.

Question 111

A Fabric administrator grants analysts least-privilege access to engineering workspaces. An acceptance test shows that an analyst needs to view a report but cannot be allowed to edit every item. Which technical choice fits this evidence?

  1. Assign a suitable workspace authoring role without granting full administration
  2. Prefer a supported item-level permission for the narrowly scoped task
  3. Grant the least-privilege supported viewer or item read access
  4. Review and remove effective direct item permissions as well as workspace memberships

Explanation

Correct Answer

C:

Grant the least-privilege supported viewer or item read access. Authoring and consumption privileges should be separated.

Incorrect Answers

A:

A developer needs to create pipelines but is only a workspace Viewer. View-only access does not permit item authoring operations.

B:

A service identity can edit the entire workspace despite requiring one item. Item-level access avoids unnecessary permissions over unrelated resources.

D:

An engineer expects workspace role removal to revoke a separate item grant. Access can be inherited through more than one Fabric permission path.

Question 112

A Fabric administrator grants analysts least-privilege access to engineering workspaces. The engineer has established the following constraint: a developer needs to create pipelines but is only a workspace Viewer. Which step preserves the intended data behavior?

  1. Assign a suitable workspace authoring role without granting full administration
  2. Review and remove effective direct item permissions as well as workspace memberships
  3. Prefer a supported item-level permission for the narrowly scoped task
  4. Validate the underlying OneLake data grants in addition to item visibility

Explanation

Correct Answer

A:

Assign a suitable workspace authoring role without granting full administration. View-only access does not permit item authoring operations.

Incorrect Answers

B:

An engineer expects workspace role removal to revoke a separate item grant. Access can be inherited through more than one Fabric permission path.

C:

A service identity can edit the entire workspace despite requiring one item. Item-level access avoids unnecessary permissions over unrelated resources.

D:

A user can see a Lakehouse item but is denied access to its protected data. Discovering an item does not automatically authorize each table or file.

Question 113

A Fabric administrator grants analysts least-privilege access to engineering workspaces. During an operations handoff, engineers find that a service identity can edit the entire workspace despite requiring one item. Which change most directly resolves this failure?

  1. Grant the least-privilege supported viewer or item read access
  2. Prefer a supported item-level permission for the narrowly scoped task
  3. Review and remove effective direct item permissions as well as workspace memberships
  4. Assign a suitable workspace authoring role without granting full administration

Explanation

Correct Answer

B:

Prefer a supported item-level permission for the narrowly scoped task. Item-level access avoids unnecessary permissions over unrelated resources.

Incorrect Answers

A:

An analyst needs to view a report but cannot be allowed to edit every item. Authoring and consumption privileges should be separated.

C:

An engineer expects workspace role removal to revoke a separate item grant. Access can be inherited through more than one Fabric permission path.

D:

A developer needs to create pipelines but is only a workspace Viewer. View-only access does not permit item authoring operations.

Question 114

A Fabric administrator grants analysts least-privilege access to engineering workspaces. The team observes that an engineer expects workspace role removal to revoke a separate item grant. What is the best engineering response?

  1. Grant the least-privilege supported viewer or item read access
  2. Review and remove effective direct item permissions as well as workspace memberships
  3. Assign a suitable workspace authoring role without granting full administration
  4. Prefer a supported item-level permission for the narrowly scoped task

Explanation

Correct Answer

B:

Review and remove effective direct item permissions as well as workspace memberships. Access can be inherited through more than one Fabric permission path.

Incorrect Answers

A:

An analyst needs to view a report but cannot be allowed to edit every item. Authoring and consumption privileges should be separated.

C:

A developer needs to create pipelines but is only a workspace Viewer. View-only access does not permit item authoring operations.

D:

A service identity can edit the entire workspace despite requiring one item. Item-level access avoids unnecessary permissions over unrelated resources.

Question 115

A Fabric administrator grants analysts least-privilege access to engineering workspaces. The implementation review confirms that a user can see a Lakehouse item but is denied access to its protected data. Which action should the team take next?

  1. Validate the underlying OneLake data grants in addition to item visibility
  2. Assign a suitable workspace authoring role without granting full administration
  3. Review and remove effective direct item permissions as well as workspace memberships
  4. Grant the least-privilege supported viewer or item read access

Explanation

Correct Answer

A:

Validate the underlying OneLake data grants in addition to item visibility. Discovering an item does not automatically authorize each table or file.

Incorrect Answers

B:

A developer needs to create pipelines but is only a workspace Viewer. View-only access does not permit item authoring operations.

C:

An engineer expects workspace role removal to revoke a separate item grant. Access can be inherited through more than one Fabric permission path.

D:

An analyst needs to view a report but cannot be allowed to edit every item. Authoring and consumption privileges should be separated.

Question 116

A regulated Lakehouse uses OneLake security for confidential engineering data. A scheduled execution exposes this issue: a Viewer must read only approved Delta tables. Which approach best satisfies this requirement?

  1. Grant file read access to the permitted child path, preserving sibling restrictions
  2. Create a OneLake read role scoped to the allowed tables for that user
  3. Review the role's object and column visibility constraints
  4. Evaluate the union of effective row grants across role memberships

Explanation

Correct Answer

B:

Create a OneLake read role scoped to the allowed tables for that user. Table-scoped roles enforce least-privilege data access.

Incorrect Answers

A:

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.

C:

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

D:

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

Question 117

A regulated Lakehouse uses OneLake security for confidential engineering data. Data validation establishes that analysts can read table metadata that should remain undiscoverable. Which corrective action addresses the root cause?

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

Explanation

Correct Answer

B:

Review the role's object and column visibility constraints. Metadata visibility is part of data security and not just UI presentation.

Incorrect Answers

A:

A policy designer attempts to define a deny role to override an earlier allow. OneLake security uses grant roles and does not provide general deny overrides.

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:

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

Question 118

A regulated Lakehouse uses OneLake security for confidential engineering data. The production incident report states that two roles independently grant sales for distinct regions and users see both. What should the administrator implement or verify?

  1. Create a OneLake read role scoped to the allowed tables for that user
  2. Review the role's object and column visibility constraints
  3. Grant file read access to the permitted child path, preserving sibling restrictions
  4. Evaluate the union of effective row grants across role memberships

Explanation

Correct Answer

D:

Evaluate the union of effective row grants across role memberships. OneLake combines multiple permitted role views rather than intersecting all roles.

Incorrect Answers

A:

A Viewer must read only approved Delta tables. Table-scoped roles enforce least-privilege data access.

B:

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

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.

Question 119

A regulated Lakehouse uses OneLake security for confidential engineering data. A postdeployment check reveals that a user can browse a parent folder but should not read neighboring confidential files. Which option directly handles this observed condition?

  1. Create a OneLake read role scoped to the allowed tables for that user
  2. Grant file read access to the permitted child path, preserving sibling restrictions
  3. Reconcile all grant roles and remove the excessive grant
  4. Evaluate the union of effective row grants across role memberships

Explanation

Correct Answer

B:

Grant file read access to the permitted child path, preserving sibling restrictions. Path traversal visibility does not entail permission to read sibling data.

Incorrect Answers

A:

A Viewer must read only approved Delta tables. Table-scoped roles enforce least-privilege data access.

C:

A policy designer attempts to define a deny role to override an earlier allow. OneLake security uses grant roles and does not provide general deny overrides.

D:

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

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.