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Microsoft DP-600 Practice Test 37

Question 360

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) A user can query a warehouse via SQL but receives an error opening its semantic model. (2) A model author sees full data while a Viewer only sees an authorized subset. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

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

Explanation

Correct Answer

D:

Requirement 1: Source SQL permissions do not automatically establish access to a separate semantic model item. Requirement 2: Effective row visibility can differ by principal even on a shared model. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: Source SQL permissions do not automatically establish access to a separate semantic model item. The substituted action, Verify the effective connection identity and model security before assuming delegated per-user filtering., is suited to a different situation: A semantic model uses a fixed cloud connection identity and an architect assumes every reader's SQL RLS is applied automatically. It does not satisfy the specified requirement 1.

B:

Misses requirement 2: Effective row visibility can differ by principal even on a shared model. The substituted action, Inspect the data source access model and the required model connection identity., is suited to a different situation: A report consumer has Build permission but cannot connect to a protected source lakehouse. It does not satisfy the specified requirement 2.

C:

Misses requirement 1: Source SQL permissions do not automatically establish access to a separate semantic model item. The substituted action, Test the intersection of effective model restrictions and OneLake security for each principal., is suited to a different situation: A team combines OneLake table access rules and semantic RLS and sees unexpected effective filters. It does not satisfy the specified requirement 1.

Question 361

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) An analytics team wants Fabric notebook and model definitions reviewed through an approved Git repository. (2) A workspace is connected to an old Git branch and publishes an obsolete model version. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Verify item-type support and whether its definition is represented in Git. | (2) Check the workspace branch mapping and synchronization state before deploying.
  2. (1) Configure supported workspace Git integration with the authorized repository and branch. | (2) Check the workspace branch mapping and synchronization state before deploying.
  3. (1) Reconcile incoming and outgoing changes before selecting the workspace or Git version. | (2) Check the workspace branch mapping and synchronization state before deploying.
  4. (1) Configure supported workspace Git integration with the authorized repository and branch. | (2) Reconfigure approved connection authentication and verify continuity of authorized repository access.

Explanation

Correct Answer

B:

Requirement 1: Git integration records supported item definitions under version control for collaborative review. Requirement 2: The branch and sync state determine which committed definitions appear in the workspace. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: Git integration records supported item definitions under version control for collaborative review. The substituted action, Verify item-type support and whether its definition is represented in Git., is suited to a different situation: A Fabric item does not appear in the Git change list even though the workspace is connected. It does not satisfy the specified requirement 1.

C:

Misses requirement 1: Git integration records supported item definitions under version control for collaborative review. The substituted action, Reconcile incoming and outgoing changes before selecting the workspace or Git version., is suited to a different situation: A user modifies workspace items while another engineer commits changes to the repository. It does not satisfy the specified requirement 1.

D:

Misses requirement 2: The branch and sync state determine which committed definitions appear in the workspace. The substituted action, Reconfigure approved connection authentication and verify continuity of authorized repository access., is suited to a different situation: A repository connection uses an employee's personal identity that loses access at handover. It does not satisfy the specified requirement 2.

Question 362

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) Two developers need to edit semantic models concurrently without overwriting the main branch. (2) A production hotfix is committed without review and breaks downstream reports. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Record the Git commit and deployment run identifier in the release evidence. | (2) Require pull-request review and validation before merging deployment-bound changes.
  2. (1) Use isolated feature branches and a reviewed merge into the approved main branch. | (2) Distinguish versioned artifact definitions from runtime datasets and storage backups.
  3. (1) Reconcile branch changes with the current integration branch and rerun validation. | (2) Require pull-request review and validation before merging deployment-bound changes.
  4. (1) Use isolated feature branches and a reviewed merge into the approved main branch. | (2) Require pull-request review and validation before merging deployment-bound changes.

Explanation

Correct Answer

D:

Requirement 1: Branching supports parallel work and controlled integration of definition changes. Requirement 2: Review gates detect schema and behavior regressions before release. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: Branching supports parallel work and controlled integration of definition changes. The substituted action, Record the Git commit and deployment run identifier in the release evidence., is suited to a different situation: A change is deployed but its commit cannot be linked to the released workspace state. It does not satisfy the specified requirement 1.

B:

Misses requirement 2: Review gates detect schema and behavior regressions before release. The substituted action, Distinguish versioned artifact definitions from runtime datasets and storage backups., is suited to a different situation: A developer changes data model columns and assumes Git automatically versions warehouse table rows. It does not satisfy the specified requirement 2.

C:

Misses requirement 1: Branching supports parallel work and controlled integration of definition changes. The substituted action, Reconcile branch changes with the current integration branch and rerun validation., is suited to a different situation: A new feature branch contains a stale schema that conflicts with updated main. It does not satisfy the specified requirement 1.

Question 363

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) An engineering team wants semantic-model and report definitions stored as reviewable project files. (2) A contributor checks in a PBIP project but omits its semantic-model folder. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Commit supported PBIP model definition changes with documented reviews. | (2) Include the required model and report definition artifacts in source control.
  2. (1) Save the solution as a supported Power BI Desktop project (.pbip). | (2) Include the required model and report definition artifacts in source control.
  3. (1) Validate connection configuration and required environment settings after opening the project. | (2) Include the required model and report definition artifacts in source control.
  4. (1) Save the solution as a supported Power BI Desktop project (.pbip). | (2) Open and validate the merged PBIP project before publishing its model.

Explanation

Correct Answer

B:

Requirement 1: PBIP exposes project artifacts suitable for source-controlled collaboration. Requirement 2: The project pointer alone cannot reproduce missing semantic definitions. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: PBIP exposes project artifacts suitable for source-controlled collaboration. The substituted action, Commit supported PBIP model definition changes with documented reviews., is suited to a different situation: A compliance process requires a readable history of changes to a published semantic model. It does not satisfy the specified requirement 1.

C:

Misses requirement 1: PBIP exposes project artifacts suitable for source-controlled collaboration. The substituted action, Validate connection configuration and required environment settings after opening the project., is suited to a different situation: A PBIP project opens locally but its referenced development data source is unavailable in testing. It does not satisfy the specified requirement 1.

D:

Misses requirement 2: The project pointer alone cannot reproduce missing semantic definitions. The substituted action, Open and validate the merged PBIP project before publishing its model., is suited to a different situation: Two developers hand-edit related PBIP files and a merge produces invalid references. It does not satisfy the specified requirement 2.

Question 364

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) A model must move through development, test and production without manually copying files. (2) A deployment sends a tested report to production but the semantic model is still outdated. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Plan data movement and persistence separately from supported item deployment. | (2) Inspect related item changes and deployment dependencies before promoting the release.
  2. (1) Configure Fabric deployment pipeline stages and assign the appropriate workspaces. | (2) Review deployment pipeline change and dependency comparisons before confirming promotion.
  3. (1) Select only approved supported items for the deployment where selective deployment is available. | (2) Inspect related item changes and deployment dependencies before promoting the release.
  4. (1) Configure Fabric deployment pipeline stages and assign the appropriate workspaces. | (2) Inspect related item changes and deployment dependencies before promoting the release.

Explanation

Correct Answer

D:

Requirement 1: Deployment pipelines promote supported item definitions through controlled lifecycle stages. Requirement 2: A valid report may fail when its referenced model remains on a mismatched version. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: Deployment pipelines promote supported item definitions through controlled lifecycle stages. The substituted action, Plan data movement and persistence separately from supported item deployment., is suited to a different situation: A team thinks a Fabric deployment pipeline always migrates the entire dataset history along with definitions. It does not satisfy the specified requirement 1.

B:

Misses requirement 2: A valid report may fail when its referenced model remains on a mismatched version. The substituted action, Review deployment pipeline change and dependency comparisons before confirming promotion., is suited to a different situation: A release manager wants to compare changes before overriding the target production workspace. It does not satisfy the specified requirement 2.

C:

Misses requirement 1: Deployment pipelines promote supported item definitions through controlled lifecycle stages. The substituted action, Select only approved supported items for the deployment where selective deployment is available., is suited to a different situation: A test workspace contains experimental items that should not be released. It does not satisfy the specified requirement 1.

Question 365

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) A semantic model points to a development SQL endpoint after promotion into production. (2) A report's parameter value must differ across development and test workspaces. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Validate postdeployment credentials and authorization for the target connection. | (2) Define supported pipeline parameter rules for the relevant item and stage.
  2. (1) Configure supported deployment rules or target connections for the production environment. | (2) Define supported pipeline parameter rules for the relevant item and stage.
  3. (1) Check item and rule support rather than assuming every artifact has identical override capabilities. | (2) Define supported pipeline parameter rules for the relevant item and stage.
  4. (1) Configure supported deployment rules or target connections for the production environment. | (2) Record and validate persistent environment rules as part of the pipeline.

Explanation

Correct Answer

B:

Requirement 1: Environment-specific connection values must be adjusted independently of logical model definitions. Requirement 2: Parameter rules can supply stage-specific values without maintaining divergent definitions. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: Environment-specific connection values must be adjusted independently of logical model definitions. The substituted action, Validate postdeployment credentials and authorization for the target connection., is suited to a different situation: A workspace owner changes the production connection identity after deployment and refresh now fails. It does not satisfy the specified requirement 1.

C:

Misses requirement 1: Environment-specific connection values must be adjusted independently of logical model definitions. The substituted action, Check item and rule support rather than assuming every artifact has identical override capabilities., is suited to a different situation: A deployment rule cannot be applied to an item type that is unsupported in the selected pipeline. It does not satisfy the specified requirement 1.

D:

Misses requirement 2: Parameter rules can supply stage-specific values without maintaining divergent definitions. The substituted action, Record and validate persistent environment rules as part of the pipeline., is suited to a different situation: A production release works when manually patched but a redeployment restores test settings. It does not satisfy the specified requirement 2.

Question 366

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) A source warehouse column will be renamed and the team cannot identify affected downstream reports. (2) A dataflow will be retired but its downstream semantic model still refreshes daily. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Trace dependency paths from the table through views and the semantic model. | (2) Map the dataflow's downstream dependencies before deletion.
  2. (1) Inspect Fabric lineage and impact analysis for dependent models and reports. | (2) Review cross-item relationships and external references before renaming.
  3. (1) Compare deployed dependency versions and repair missing upstream items. | (2) Map the dataflow's downstream dependencies before deletion.
  4. (1) Inspect Fabric lineage and impact analysis for dependent models and reports. | (2) Map the dataflow's downstream dependencies before deletion.

Explanation

Correct Answer

D:

Requirement 1: Dependency review exposes consumers that may break from a source-schema change. Requirement 2: Safe retirement requires verifying that nothing relies on the source output. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: Dependency review exposes consumers that may break from a source-schema change. The substituted action, Trace dependency paths from the table through views and the semantic model., is suited to a different situation: A lakehouse table is used by several warehouse views and a model author plans a type change. It does not satisfy the specified requirement 1.

B:

Misses requirement 2: Safe retirement requires verifying that nothing relies on the source output. The substituted action, Review cross-item relationships and external references before renaming., is suited to a different situation: A workspace rename is proposed and stakeholders assume the dashboard visuals are the only dependency. It does not satisfy the specified requirement 2.

C:

Misses requirement 1: Dependency review exposes consumers that may break from a source-schema change. The substituted action, Compare deployed dependency versions and repair missing upstream items., is suited to a different situation: A deployment completed but key reports are failing because a dependent artifact was not promoted. It does not satisfy the specified requirement 1.

Question 367

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) An enterprise semantic model must be managed using supported external tabular-model tools. (2) A service principal connects to XMLA for deployment but receives an authorization error. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Process or refresh the affected model partitions after applying metadata changes. | (2) Verify tenant settings, capacity XMLA configuration and principal access rights.
  2. (1) Use the capacity and workspace XMLA endpoint with appropriate read/write settings and permissions. | (2) Verify tenant settings, capacity XMLA configuration and principal access rights.
  3. (1) Treat model metadata deployment and data processing or refresh as separate tasks. | (2) Verify tenant settings, capacity XMLA configuration and principal access rights.
  4. (1) Use the capacity and workspace XMLA endpoint with appropriate read/write settings and permissions. | (2) Target the semantic model metadata through supported XMLA operations.

Explanation

Correct Answer

B:

Requirement 1: XMLA exposes compatible tabular model metadata for lifecycle automation. Requirement 2: Tool connectivity depends on both service configuration and identity authorization. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: XMLA exposes compatible tabular model metadata for lifecycle automation. The substituted action, Process or refresh the affected model partitions after applying metadata changes., is suited to a different situation: An XMLA change adds a model table and reports fail because the new table has no processed data. It does not satisfy the specified requirement 1.

C:

Misses requirement 1: XMLA exposes compatible tabular model metadata for lifecycle automation. The substituted action, Treat model metadata deployment and data processing or refresh as separate tasks., is suited to a different situation: A team assumes XMLA deployment will automatically refresh all imported source partitions. It does not satisfy the specified requirement 1.

D:

Misses requirement 2: Tool connectivity depends on both service configuration and identity authorization. The substituted action, Target the semantic model metadata through supported XMLA operations., is suited to a different situation: A model automation script must update a measure but not replace unrelated report assets. It does not satisfy the specified requirement 2.

Question 368

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) Consultants need to reuse a report layout and query definitions without distributing embedded data. (2) A colleague needs a reusable pointer to an approved Power BI-compatible data source, not a full report. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Remove sensitive credentials and use supported secure connection configuration. | (2) Provide a supported Power BI data source (.pbids) file.
  2. (1) Create an appropriate Power BI template (.pbit) file. | (2) Rebind required parameters and data connections when instantiating the template.
  3. (1) Use a shared semantic model or project artifact for measures, not a PBIDS pointer. | (2) Provide a supported Power BI data source (.pbids) file.
  4. (1) Create an appropriate Power BI template (.pbit) file. | (2) Provide a supported Power BI data source (.pbids) file.

Explanation

Correct Answer

D:

Requirement 1: PBIT can package reusable report structure while prompting for data connections. Requirement 2: PBIDS conveys connection metadata rather than the full report definition. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: PBIT can package reusable report structure while prompting for data connections. The substituted action, Remove sensitive credentials and use supported secure connection configuration., is suited to a different situation: A team distributes PBIT files containing development secrets in query parameters. It does not satisfy the specified requirement 1.

B:

Misses requirement 2: PBIDS conveys connection metadata rather than the full report definition. The substituted action, Rebind required parameters and data connections when instantiating the template., is suited to a different situation: A template is copied to a new environment and still points to old dataset locations. It does not satisfy the specified requirement 2.

C:

Misses requirement 1: PBIT can package reusable report structure while prompting for data connections. The substituted action, Use a shared semantic model or project artifact for measures, not a PBIDS pointer., is suited to a different situation: A report designer mistakenly treats a PBIDS connection file as an importable semantic model with measures. It does not satisfy the specified requirement 1.

Question 369

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) Several reports repeat the same revenue definitions and yield inconsistent totals. (2) A report author can view an approved model but cannot build a new report using its measures. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Inventory the affected reports and define refresh and dependency expectations for the shared model. | (2) Grant the author the necessary Build permission on the shared semantic model.
  2. (1) Publish a governed shared semantic model for reuse across reports. | (2) Grant the author the necessary Build permission on the shared semantic model.
  3. (1) Version and review shared semantic model changes using dependency and contract checks. | (2) Grant the author the necessary Build permission on the shared semantic model.
  4. (1) Publish a governed shared semantic model for reuse across reports. | (2) Connect the report to the approved shared semantic model rather than duplicating definitions.

Explanation

Correct Answer

B:

Requirement 1: Centralizing measures reduces metric drift between independently authored reports. Requirement 2: Report authoring and report viewing use different access rights. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: Centralizing measures reduces metric drift between independently authored reports. The substituted action, Inventory the affected reports and define refresh and dependency expectations for the shared model., is suited to a different situation: A new semantic model owner wants to prevent a shared model refresh from blocking unrelated reports without knowing impact. It does not satisfy the specified requirement 1.

C:

Misses requirement 1: Centralizing measures reduces metric drift between independently authored reports. The substituted action, Version and review shared semantic model changes using dependency and contract checks., is suited to a different situation: A model is shared across business units and one group changes a measure without consulting consumers. It does not satisfy the specified requirement 1.

D:

Misses requirement 2: Report authoring and report viewing use different access rights. The substituted action, Connect the report to the approved shared semantic model rather than duplicating definitions., is suited to a different situation: A report uses a local dataset copy even though a centrally approved model already exists. It does not satisfy the specified requirement 2.

Question 370

A Microsoft Fabric analytics team faces 2 concurrent, independent needs in the same workstream: (1) A warehouse analyst must query an external SQL source using an approved cloud connector. (2) A gateway-based source works for one developer but fails when a scheduled service job runs. Which action bundle addresses ALL 2 needs without replacing a required control with a different one?

  1. (1) Move credentials into approved managed connections or secret storage and rotate the exposed secret. | (2) Verify gateway mapping and the scheduled execution identity's data source authorization.
  2. (1) Create a Fabric connection with the supported source type and authorized credentials. | (2) Validate connection encryption and certificate trust for the updated source endpoint.
  3. (1) Standardize on an approved reusable Fabric connection where supported. | (2) Verify gateway mapping and the scheduled execution identity's data source authorization.
  4. (1) Create a Fabric connection with the supported source type and authorized credentials. | (2) Verify gateway mapping and the scheduled execution identity's data source authorization.

Explanation

Correct Answer

D:

Requirement 1: A connection specifies source endpoint and authentication information for governed reuse. Requirement 2: Interactive success does not prove that the unattended job has equivalent access. Each action is needed for its corresponding requirement; the bundle covers all stated needs.

Incorrect Answers

A:

Misses requirement 1: A connection specifies source endpoint and authentication information for governed reuse. The substituted action, Move credentials into approved managed connections or secret storage and rotate the exposed secret., is suited to a different situation: An engineer stores a production database password as a literal in a notebook committed to Git. It does not satisfy the specified requirement 1.

B:

Misses requirement 2: Interactive success does not prove that the unattended job has equivalent access. The substituted action, Validate connection encryption and certificate trust for the updated source endpoint., is suited to a different situation: A connector returns encrypted-transport errors after a database certificate changes. It does not satisfy the specified requirement 2.

C:

Misses requirement 1: A connection specifies source endpoint and authentication information for governed reuse. The substituted action, Standardize on an approved reusable Fabric connection where supported., is suited to a different situation: An analytics workspace has several datasets using separate copies of the same connection settings. It does not satisfy the specified requirement 1.


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