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Last Update: Nov 01, 2026

DP-600 Training Course: 69 Video Lectures

DP-600 PDF Study Guide: 506 Pages

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Microsoft DP-600 Practice Test 15

Question 140

An analytics team has the following requirement: A fact table includes a verbose description repeated across millions of rows. Which approach is MOST appropriate?

  1. Consider source-side materialization or reusable measures based on intended semantics.
  2. Simplify to a clear star schema with controlled filter directions.
  3. Profile model tables, cardinality and capacity usage before sizing or redesigning.
  4. Move stable descriptions to an appropriate dimension when relationships support it.

Explanation

Correct Answer

D:

Dimensional normalization can reduce repeated text and improve compression. The recommended action directly addresses the stated requirement.

Incorrect Answers

A:

This action is appropriate when a model creates hundreds of calculated columns for values that can be computed in source SQL. Model size and refresh work may fall when unnecessary calculated columns are removed. However, the question instead requires Move stable descriptions to an appropriate dimension when relationships support it. because dimensional normalization can reduce repeated text and improve compression.

B:

This action is appropriate when a model uses bidirectional filters on every relationship and reports contain ambiguous results. Relationship design affects both query work and analytical correctness. However, the question instead requires Move stable descriptions to an appropriate dimension when relationships support it. because dimensional normalization can reduce repeated text and improve compression.

C:

This action is appropriate when a model consumes high memory during refresh and the team assumes adding a second report page will solve it. Data model memory pressure cannot be fixed by a cosmetic change to report layout. However, the question instead requires Move stable descriptions to an appropriate dimension when relationships support it. because dimensional normalization can reduce repeated text and improve compression.

Question 141

During a Microsoft Fabric design review, stakeholders report: An engineer creates pipelines and notebooks but should not manage other users' workspace membership. Which approach is MOST appropriate?

  1. Remove or adjust the guest's workspace membership and recheck direct item grants.
  2. Assign the Viewer workspace role and verify item-level data permissions.
  3. Use the Contributor workspace role when its authoring capabilities match the duty.
  4. Check inherited access through the user's Fabric workspace role.

Explanation

Correct Answer

C:

Contributor permits eligible item authoring without the full access administration powers of higher roles. The recommended action directly addresses the stated requirement.

Incorrect Answers

A:

This action is appropriate when a guest loses an approved contract role, but previously authorized workspace access remains. Access reviews must cover all effective permissions rather than only identity deactivation elsewhere. However, the question instead requires Use the Contributor workspace role when its authoring capabilities match the duty. because contributor permits eligible item authoring without the full access administration powers of higher roles.

B:

This action is appropriate when a finance viewer should browse approved reports but must not edit workspace items. Viewer is the least powerful standard workspace role, and viewing a report may still require data access. However, the question instead requires Use the Contributor workspace role when its authoring capabilities match the duty. because contributor permits eligible item authoring without the full access administration powers of higher roles.

D:

This action is appropriate when an auditor wants to explain why an analyst can edit a model despite no direct item sharing invitation. Workspace-level permissions can confer capabilities across multiple items independent of direct shares. However, the question instead requires Use the Contributor workspace role when its authoring capabilities match the duty. because contributor permits eligible item authoring without the full access administration powers of higher roles.

Question 142

An engineer needs to choose the most defensible Fabric solution for this condition: An engineer gives a colleague read access to a lakehouse and assumes it also authorizes unrestricted table-file reads. Which action addresses the primary cause?

  1. Review separate item permissions and applicable OneLake data permissions.
  2. Revoke the overbroad share and grant access to an approved security group.
  3. Inspect the item's permissions and the applicable data-level access rules.
  4. Grant scoped item sharing and necessary read or build permissions rather than broad workspace authoring.

Explanation

Correct Answer

A:

Control-plane access and underlying data-plane authorization must both be evaluated. The recommended action directly addresses the stated requirement.

Incorrect Answers

B:

This action is appropriate when a published model is shared to a broad organization-wide link despite containing restricted financial metrics. A scoped audience better enforces intended information exposure than an unrestricted sharing link. However, the question instead requires Review separate item permissions and applicable OneLake data permissions. because control-plane access and underlying data-plane authorization must both be evaluated.

C:

This action is appropriate when an analyst has a workspace Viewer role but still cannot query a particular restricted dataset. Workspace membership does not automatically override fine-grained data security restrictions. However, the question instead requires Review separate item permissions and applicable OneLake data permissions. because control-plane access and underlying data-plane authorization must both be evaluated.

D:

This action is appropriate when a partner must view one approved report without editing unrelated workspace assets. Item sharing narrows exposure when a user only needs one published asset. However, the question instead requires Review separate item permissions and applicable OneLake data permissions. because control-plane access and underlying data-plane authorization must both be evaluated.

Question 143

A reporting team is validating the following scenario: A report passes desktop testing but a non-admin user sees all rows after publication. Which action BEST meets the stated requirement?

  1. Use the supported View as role or equivalent role-testing workflow.
  2. Define a semantic-model row-level security role filtering sales by the authorized territory.
  3. Test effective RLS as the actual consuming identity and inspect its model-role assignments.
  4. Use appropriate workspace and model management permissions in addition to RLS.

Explanation

Correct Answer

C:

Testing as a privileged author can mask the restrictions applied to ordinary viewers. The recommended action directly addresses the stated requirement.

Incorrect Answers

A:

This action is appropriate when a reviewer needs to validate how a role filters rows without changing production user membership. Role simulation helps detect filter mistakes before granting real users access. However, the question instead requires Test effective RLS as the actual consuming identity and inspect its model-role assignments. because testing as a privileged author can mask the restrictions applied to ordinary viewers.

B:

This action is appropriate when regional sales users should each see only sales records for their assigned territory in one semantic model. RLS limits the rows returned to a user without maintaining duplicated models per region. However, the question instead requires Test effective RLS as the actual consuming identity and inspect its model-role assignments. because testing as a privileged author can mask the restrictions applied to ordinary viewers.

D:

This action is appropriate when a team thinks an RLS predicate will prevent a dataset administrator from changing model permissions. Row filters restrict query results, not who can administer the data model. However, the question instead requires Test effective RLS as the actual consuming identity and inspect its model-role assignments. because testing as a privileged author can mask the restrictions applied to ordinary viewers.

Question 144

An enterprise analytics project needs to address this situation: Two research groups may read separate folders in one shared lakehouse Files area. What should the engineer do?

  1. Define scoped OneLake security roles for the approved file paths.
  2. Narrow the OneLake security role to the approved table objects.
  3. Review cumulative effective role grants and any overly broad DefaultReader assignment.
  4. Apply column-level data security or a restricted projection at the supported OneLake or model layer.

Explanation

Correct Answer

A:

File and folder authorization must be set at the data plane, not inferred from folder naming. The recommended action directly addresses the stated requirement.

Incorrect Answers

B:

This action is appropriate when a read-only data role accidentally includes both public and restricted Delta tables. Object selection in a role prevents a coarse data grant from exposing unrelated datasets. However, the question instead requires Define scoped OneLake security roles for the approved file paths. because file and folder authorization must be set at the data plane, not inferred from folder naming.

C:

This action is appropriate when a user belongs to several OneLake roles and gains more data visibility than the author expected. Multiple grants can combine, so a restrictive role does not cancel a separate broad permission. However, the question instead requires Define scoped OneLake security roles for the approved file paths. because file and folder authorization must be set at the data plane, not inferred from folder naming.

D:

This action is appropriate when a compliance role may see a customer table but not the national-identifier column. CLS prevents sensitive columns from being exposed through an otherwise authorized table. However, the question instead requires Define scoped OneLake security roles for the approved file paths. because file and folder authorization must be set at the data plane, not inferred from folder naming.

Question 145

A Fabric administrator receives the following requirement: A report export must retain appropriate information protection when moved into a supported Office format. Which approach is MOST appropriate?

  1. Reassess the data classification and update the affected item's label through governance review.
  2. Apply the approved sensitivity label to the Fabric item.
  3. Review the label's supported downstream protection and export behavior.
  4. Check organization label policies and whether the Fabric labeling feature is enabled for the intended users.

Explanation

Correct Answer

C:

Sensitivity label effects vary by artifact and export path and should be tested. The recommended action directly addresses the stated requirement.

Incorrect Answers

A:

This action is appropriate when an incident reveals that one workspace's classification label is outdated after its business data became regulated. Labels should track actual content sensitivity rather than remain a one-time setup step. However, the question instead requires Review the label's supported downstream protection and export behavior. because sensitivity label effects vary by artifact and export path and should be tested.

B:

This action is appropriate when a published profit report contains confidential customer details and needs a visible protection classification. Labels communicate and can help enforce organizational information protection policies. However, the question instead requires Review the label's supported downstream protection and export behavior. because sensitivity label effects vary by artifact and export path and should be tested.

D:

This action is appropriate when a tenant has labels defined but workspace authors cannot select them on Fabric items. Published label definitions are not automatically available to every user and workload. However, the question instead requires Review the label's supported downstream protection and export behavior. because sensitivity label effects vary by artifact and export path and should be tested.

Question 146

An analytics team has the following requirement: A recently promoted dataset has stale calculations and analysts assume the badge guarantees accuracy. Which action addresses the primary cause?

  1. Validate freshness and correctness independently of item endorsement.
  2. Route certification through the designated Fabric certification administrators or approved process.
  3. Check share permissions and underlying dataset security in addition to endorsement.
  4. Promote the trusted Fabric item through the supported endorsement action.

Explanation

Correct Answer

A:

Endorsement indicates recommended status, not automatic numerical correctness. The recommended action directly addresses the stated requirement.

Incorrect Answers

B:

This action is appropriate when a report owner cannot certify a shared dataset because they lack the required organizational authority. The certification privilege can be governed separately from item creation. However, the question instead requires Validate freshness and correctness independently of item endorsement. because endorsement indicates recommended status, not automatic numerical correctness.

C:

This action is appropriate when a project shares an endorsed data product but consumers still receive an access denied message. Endorsement is discoverability metadata and cannot replace authorization. However, the question instead requires Validate freshness and correctness independently of item endorsement. because endorsement indicates recommended status, not automatic numerical correctness.

D:

This action is appropriate when several reports appear in the catalog and consumers need to identify their team's recommended version. Promotion signals an owner's recommendation but does not itself grant data access. However, the question instead requires Validate freshness and correctness independently of item endorsement. because endorsement indicates recommended status, not automatic numerical correctness.

Question 147

A Fabric platform reviewer is assessing this situation: A workspace role gives an engineer item creation rights, but an owner wants to restrict customer rows in all queries. Which action BEST meets the stated requirement?

  1. Review effective broad ReadAll grants before relying on restrictive OneLake roles.
  2. Evaluate item administration and OneLake data role evaluation separately.
  3. Define supported row restrictions at the data plane or semantic model.
  4. Review the SQL endpoint access mode and its governing security policy before changing it.

Explanation

Correct Answer

C:

Workspace creation rights are not a substitute for row-level data filtering. The recommended action directly addresses the stated requirement.

Incorrect Answers

A:

This action is appropriate when a data owner grants ReadAll on a restricted lakehouse and assumes a later fine-grained role automatically reduces it. A separate full-data grant can defeat intended least-privilege isolation. However, the question instead requires Define supported row restrictions at the data plane or semantic model. because workspace creation rights are not a substitute for row-level data filtering.

B:

This action is appropriate when a user can manage a lakehouse item but is surprised by a restricted table governed through OneLake security. Control-plane management and table-row data visibility are distinct permission scopes. However, the question instead requires Define supported row restrictions at the data plane or semantic model. because workspace creation rights are not a substitute for row-level data filtering.

D:

This action is appropriate when a lakehouse SQL endpoint shows different security behavior when switching from delegated to user identity. User identity and delegated identity evaluate permissions through different paths. However, the question instead requires Define supported row restrictions at the data plane or semantic model. because workspace creation rights are not a substitute for row-level data filtering.

Question 148

During a Microsoft Fabric design review, stakeholders report: A user shares a dataset to the entire company to avoid handling access requests. What should the engineer do?

  1. Replace organization-wide sharing with a governed access group and owner approval.
  2. Grant read or Build access as needed while withholding edit or workspace-author rights.
  3. Audit nonhuman and user principals separately and revoke the no-longer-approved data grants.
  4. Create an explicitly time-bound, narrowly scoped external access grant.

Explanation

Correct Answer

A:

Broad sharing expands the audience beyond the stated business requirement. The recommended action directly addresses the stated requirement.

Incorrect Answers

B:

This action is appropriate when an external analyst requests permission to update Power BI semantic measures despite only needing read access. The principle of least privilege separates querying a model from changing its definitions. However, the question instead requires Replace organization-wide sharing with a governed access group and owner approval. because broad sharing expands the audience beyond the stated business requirement.

C:

This action is appropriate when a partner's guest account is disabled but an active service principal continues to consume shared data. Service identities are independent access paths that a guest account review might miss. However, the question instead requires Replace organization-wide sharing with a governed access group and owner approval. because broad sharing expands the audience beyond the stated business requirement.

D:

This action is appropriate when a temporary external consultant needs a single published dashboard for a two-week engagement. Limited duration and scope reduce exposure beyond the approved engagement. However, the question instead requires Replace organization-wide sharing with a governed access group and owner approval. because broad sharing expands the audience beyond the stated business requirement.

Question 149

An engineer needs to choose the most defensible Fabric solution for this condition: A storage owner wants evidence of which security roles currently grant access to a sensitive table. Which approach is MOST appropriate?

  1. Configure applicable governance controls and review compliance rather than relying on naming.
  2. Inspect supported Fabric or Microsoft 365 audit events and version history.
  3. Export and review effective role membership and data permission assignments.
  4. Review sharing changes and relevant audit logs, then document the authorized audience.

Explanation

Correct Answer

C:

Security assessment needs actual grants, not assumptions about item ownership. The recommended action directly addresses the stated requirement.

Incorrect Answers

A:

This action is appropriate when a policy team needs to prevent new confidential datasets from being published without classification. Programmatic or procedural enforcement is more reliable than an optional description field. However, the question instead requires Export and review effective role membership and data permission assignments. because security assessment needs actual grants, not assumptions about item ownership.

B:

This action is appropriate when a regulated team must demonstrate who changed a semantic model and when. Traceable activity records help establish change accountability. However, the question instead requires Export and review effective role membership and data permission assignments. because security assessment needs actual grants, not assumptions about item ownership.

D:

This action is appropriate when a production report is shared using an unreviewed link and the team needs an access history. Governance review connects a sharing event to traceable ownership and approval. However, the question instead requires Export and review effective role membership and data permission assignments. because security assessment needs actual grants, not assumptions about item ownership.

Question 150

A reporting team is validating the following scenario: A semantic model uses a fixed cloud connection identity and an architect assumes every reader's SQL RLS is applied automatically. Which action addresses the primary cause?

  1. Verify the effective connection identity and model security before assuming delegated per-user filtering.
  2. Inspect the data source access model and the required model connection identity.
  3. Test the intersection of effective model restrictions and OneLake security for each principal.
  4. Check the semantic model's own access permissions and required credentials.

Explanation

Correct Answer

A:

Fixed identity and single sign-on yield different security evaluation behavior. The recommended action directly addresses the stated requirement.

Incorrect Answers

B:

This action is appropriate when a report consumer has Build permission but cannot connect to a protected source lakehouse. Build authorizes model reuse, not necessarily read rights on separate source items. However, the question instead requires Verify the effective connection identity and model security before assuming delegated per-user filtering. because fixed identity and single sign-on yield different security evaluation behavior.

C:

This action is appropriate when a team combines OneLake table access rules and semantic RLS and sees unexpected effective filters. Layered security can create compounded restrictions that require end-to-end verification. However, the question instead requires Verify the effective connection identity and model security before assuming delegated per-user filtering. because fixed identity and single sign-on yield different security evaluation behavior.

D:

This action is appropriate when a user can query a warehouse via SQL but receives an error opening its semantic model. Source SQL permissions do not automatically establish access to a separate semantic model item. However, the question instead requires Verify the effective connection identity and model security before assuming delegated per-user filtering. because fixed identity and single sign-on yield different security evaluation behavior.


Implementing Analytics Solutions Using Microsoft Fabric (DP-600) Practice Tests

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