AzureAssociate

Microsoft Certified: Fabric Data Engineer Associate

DP-700

Implement data engineering solutions using Microsoft Fabric: ingestion, transformation, monitoring and optimisation.

Duration
100 min
Exam questions
40–60
Passing score
700 / 1000
Exam fee
$165
Question formats:Multiple choiceMultiple responseYes / NoYes / No statementsDrag and dropHot areacase study
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Question 1Implement and manage an analytics solution

Nod Publishers secures dbo.Royalties in a warehouse with a T-SQL security policy that filters rows by author. A data scientist who reads the same table through a OneLake shortcut in her own lakehouse, from a Spark notebook, sees every author's rows. What explains this behavior?

  1. A.

    Spark reads the shortcut through the lakehouse's SQL analytics endpoint, which runs in delegated identity mode by default.

  2. B.

    Security defined with T-SQL in a warehouse is enforced only in the warehouse's SQL engine and is not translated into OneLake security for the shortcut path.

  3. C.

    OneLake-to-OneLake shortcuts always use delegated authentication, so she reads the data as the person who created the shortcut.

  4. D.

    The security policy was created with schema binding, which skips predicate enforcement for reads that come from other items.

Show answer

Answer: B

Warehouse RLS, CLS and object permissions are enforced only in the warehouse's TDS execution context and are not converted into OneLake security, so shortcut and Spark reads bypass them.

  • A. Spark reads OneLake directly and does not go through the SQL analytics endpoint.
  • B. Warehouse T-SQL security applies only in its SQL engine and is not carried into OneLake security for shortcuts.
  • C. Same-tenant OneLake shortcuts default to passthrough; either mode still bypasses warehouse T-SQL security.
  • D. Schema binding governs changes to dependent objects, not which access paths enforce the predicate.

What's on the exam

3 domains · 10 task statements, straight from the official exam guide (as of October 19, 2026).

  1. 1.1Configure Microsoft Fabric workspace settings
    • Configure Spark workspace settings
    • Configure domain workspace settings
    • Configure OneLake workspace settings
    • Configure Apache Airflow workspace settings
  2. 1.2Implement lifecycle management in Fabric
    • Configure version control
    • Implement database projects
    • Create and configure deployment pipelines
  3. 1.3Configure security and governance
    • Implement workspace-level access controls
    • Implement item-level access controls
    • Implement row-level, column-level, object-level, and folder/file-level access controls
    • Implement dynamic data masking
    • Apply sensitivity labels to items
    • Endorse items
    • Implement and use Microsoft Fabric audit logs
    • Configure and implement OneLake security
  4. 1.4Orchestrate processes
    • Choose between Dataflow gen 2, a pipeline and a notebook
    • Design and implement schedules and event-based triggers
    • Implement orchestration patterns with notebooks and pipelines, including parameters and dynamic expressions

Outline reproduced from the vendor's public exam guide for study reference.Official guide

DP-700 practice — frequently asked questions

Are these real DP-700 exam questions?

No. Every question on CertifyCloudx is original, written by us against Microsoft Azure's publicly available DP-700 exam guide to rehearse the skills it lists. None are actual exam questions, and CertifyCloudx is not affiliated with or endorsed by Microsoft Azure.

How many DP-700 practice questions are there?

512 practice questions, including 3 full-length timed mock exams and 47 domain papers of up to 25 questions (mixed and by topic). Every question has a detailed explanation of why the right answer wins and why each distractor loses.

Is the content up to date with the current DP-700 exam guide?

The questions are written against the DP-700 exam guide dated October 19, 2026, and we revise them when Microsoft Azure updates the guide.

What question formats are covered?

The same formats the real DP-700 uses: Multiple choice, Multiple response, Yes / No, Yes / No statements, Drag and drop, Hot area, case study. Each is rendered and graded the way the exam does it.

How long is the DP-700 exam and how many questions does it have?

According to Microsoft Azure's published exam details: 40–60 questions, 100 minutes, passing score 700 / 1000. Our mock exams use the same time limit, with a question count in the middle of that range. Always confirm current details with Microsoft Azure before booking.

Can I practise DP-700 for free?

Yes. 3 papers are free, with up to 10 questions a day on the free plan and no card needed. Pro unlocks every paper and mock exam with no daily limit.

Does CertifyCloudx guarantee that I will pass?

No practice material can guarantee a result. CertifyCloudx helps you find and close your weak areas — accuracy by exam-guide domain and topic shows what to study next.