200+ Free Fabric DP-700 Practice Questions

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Question 1

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A single analyst opens several Fabric notebooks throughout the day and complains about repeated session startup delays. Which Spark workspace feature should an administrator use to reduce startup time by letting the notebooks share a session?

High concurrency mode

V-Order

OneLake shortcut cache

Query insights

to track

2026 Statistics

Key Facts: Fabric DP-700 Exam

700/1000

Passing Score

Microsoft

40-60

Typical Questions

Microsoft exam experience guidance

100 min

Time Limit

Microsoft

$165

US Exam Fee

Microsoft pricing PDF

1 year

Renewal Cycle

Microsoft

Official Domains

Microsoft study guide

DP-700 is Microsoft’s Fabric Data Engineer Associate exam. It is a 100-minute, role-based certification exam with a 700/1000 passing score and a typical Microsoft question count of 40-60 questions. The three official domains are Implement and manage an analytics solution (30-35%), Ingest and transform data (30-35%), and Monitor and optimize an analytics solution (30-35%). Microsoft’s current study guide was updated effective January 26, 2026.

Sample Fabric DP-700 Practice Questions

Try these sample questions to test your Fabric DP-700 exam readiness. Each question includes a detailed explanation. Start the interactive quiz above for the full 200+ question experience with AI tutoring.

1A single analyst opens several Fabric notebooks throughout the day and complains about repeated session startup delays. Which Spark workspace feature should an administrator use to reduce startup time by letting the notebooks share a session?

A.High concurrency mode

B.V-Order

C.OneLake shortcut cache

D.Query insights

Explanation: High concurrency mode lets notebooks attach to an existing Spark session instead of creating a new one every time. In Fabric, session sharing works for notebooks in the same workspace with matching configurations and within the same user boundary, which is why it helps one analyst reusing several notebooks.

2A workspace is used mainly for heavy ETL writes into Delta tables, with only occasional BI reads. Which Spark resource profile is the best default choice?

A.readHeavyForPBI

B.writeHeavy

C.readHeavyForSpark

D.custom

Explanation: The writeHeavy profile is intended for ingestion-focused data engineering workloads where write throughput matters more than read acceleration. Microsoft documents it as the default profile for new workspaces because many engineering workloads are write-oriented.

3A team uses external S3 shortcuts and repeatedly reads the same files, causing extra latency and cross-cloud egress cost. Which workspace setting is most likely to help?

A.Enable OneLake shortcut cache and set an appropriate retention period

B.Switch the lakehouse to V-Order

C.Create a deployment pipeline

D.Add a Master data badge

Explanation: OneLake shortcut caching stores recently accessed external shortcut files in the workspace cache for a configured retention period. That can reduce repeated remote reads, improving performance and lowering egress-related cost for supported shortcut types.

4A contributor needs one notebook to run with larger driver and executor settings than the workspace default pool. What must a workspace administrator enable first?

A.Reserve maximum cores

B.Enable query acceleration

C.Turn on Customize compute configurations for items

D.Change the workspace domain

Explanation: Per-item compute sizing is controlled by the Customize compute configurations for items setting. If that setting is off, notebooks and other items must use the workspace default compute configuration.

5What does assigning a workspace to a Fabric domain change most directly?

A.It grants Viewer access to all tenant users

B.It changes organization and discovery metadata, not access permissions

C.It automatically enables OneLake security roles

D.It turns the workspace into a deployment pipeline stage

Explanation: Domains are used to organize and govern content, and they improve discovery in places like the OneLake catalog. Domain assignment does not by itself grant or remove access to workspace items.

6A semantic model is deployed from the development stage to an empty test stage by using a Fabric deployment pipeline. The model appears in test, but its data is missing. Why?

A.Pipelines copy only permissions, not metadata

B.Pipelines copy metadata but not data, so the semantic model must be refreshed

C.The test stage can query only external tables

D.Deployment to an empty stage disables scheduled refresh permanently

Explanation: Deployment pipelines copy item definitions and metadata, not the underlying data. After an initial deployment to a new stage, the target semantic model must be refreshed so it can populate data in that environment.

7When a Fabric warehouse item is committed to Git, how is its schema represented in the repository?

A.As a SQL database project

B.As a binary semantic model file

C.As exported Parquet data files

D.As copied source credentials

Explanation: Fabric converts the warehouse schema into a SQL database project when the warehouse is committed to source control. The repository contains DDL for schema objects, while table data and SQL security features are not included in that database project.

8A team wants pull requests and branch-based version control for Fabric workspace content. Which repository providers are supported for Fabric Git integration?

A.GitLab and Bitbucket

B.Azure DevOps Git and GitHub

C.GitHub and Subversion

D.Azure Repos SVN and GitHub

Explanation: Fabric Git integration supports Azure DevOps Git and GitHub. That support lets teams use branches, commits, and pull requests to manage workspace items through normal source control workflows.

9Which property is not copied during Fabric deployment pipeline promotion and therefore remains stage-specific by default?

A.Report pages

B.Model metadata

C.Data source credentials

D.Item relationships

Explanation: Data source credentials are not copied during deployment, which is why each stage keeps its own secure connection settings. That design prevents a deployment from overwriting environment-specific credentials in test or production.

10A user needs to open workspace content and run read-only queries, but must not create or modify any items. Which workspace role should you assign?

A.Admin

B.Member

C.Contributor

D.Viewer

Explanation: Viewer is the read-only workspace role in Fabric. It is appropriate when a user must consume content without being allowed to create, edit, or manage workspace items.

About the Fabric DP-700 Exam

The DP-700 exam validates your ability to implement and manage analytics solutions, ingest and transform data, and monitor and optimize analytics workloads in Microsoft Fabric. It focuses on OneLake, lakehouse and warehouse design, notebooks, pipelines, security and governance, and Real-Time Intelligence workloads that use SQL, PySpark, and KQL.

Questions

50 scored questions

Time Limit

100 minutes

Passing Score

700/1000

Exam Fee

$165 USD (United States) (Microsoft / Pearson VUE)

Fabric DP-700 Exam Content Outline

30-35%

Implement and Manage an Analytics Solution

Fabric workspace settings, lifecycle management, security and governance, OneLake security, access controls, deployment pipelines, database projects, and orchestration with dataflows, pipelines, and notebooks.

30-35%

Ingest and Transform Data

Full and incremental loading patterns, dimensional modeling prep, batch and streaming ingestion, shortcuts, mirroring, OneLake ingestion, transformations with Power Query, PySpark, SQL, and KQL, and handling duplicates, missing, and late-arriving data.

30-35%

Monitor and Optimize an Analytics Solution

Monitoring Fabric items, alerts, troubleshooting pipelines, dataflows, notebooks, eventhouses, eventstreams, T-SQL, and shortcuts, plus performance tuning for lakehouse tables, warehouses, Spark, eventstreams, eventhouses, and queries.

How to Pass the Fabric DP-700 Exam

What You Need to Know

Passing score: 700/1000
Exam length: 50 questions
Time limit: 100 minutes
Exam fee: $165 USD (United States)

Keys to Passing

Complete 500+ practice questions
Score 80%+ consistently before scheduling
Focus on highest-weighted sections
Use our AI tutor for tough concepts

Fabric DP-700 Study Tips from Top Performers

1Study by the official skill areas, not by Fabric product names alone. DP-700 is balanced across implementation, ingestion/transformation, and monitoring/optimization.

2Practice choosing between Dataflow Gen2, pipelines, notebooks, KQL, and T-SQL for the same business problem. The exam tests tool selection as much as syntax recall.

3Build both batch and streaming scenarios. You should be comfortable with shortcuts, mirroring, OneLake, eventstreams, Spark structured streaming, and KQL-based real-time processing.

4Know Fabric security layers: workspace roles, item permissions, OneLake security, sensitivity labels, endorsement, row-level controls, and dynamic data masking.

5Spend time troubleshooting failures end to end. Pipeline, dataflow, notebook, eventstream, shortcut, and warehouse error handling is explicitly called out in the official objectives.

6Learn performance tuning patterns for Delta tables, warehouses, pipelines, Spark jobs, and KQL/eventhouse workloads rather than memorizing isolated commands.

7Use Microsoft Learn strategically during practice. Associate-level Microsoft exams now allow Learn access, but time pressure means you still need fluent recall for common decisions.

8Work all 200 practice questions and review every explanation, especially on tool-selection and optimization scenarios where distractors are intentionally plausible.

Frequently Asked Questions

What does the DP-700 exam cover?

DP-700 covers the full Fabric data-engineering workflow: implementing and securing analytics solutions, ingesting and transforming batch and streaming data, and monitoring and optimizing Fabric items. Expect questions on OneLake, lakehouses, warehouses, shortcuts, mirroring, notebooks, pipelines, Dataflow Gen2, eventstreams, eventhouses, Spark, SQL, and KQL.

How many questions are on the DP-700 exam?

Microsoft does not publish a fixed DP-700 question count on the certification page. Microsoft’s current exam experience guidance says most certification exams typically contain 40-60 questions, and the DP-700 exam runs for 100 minutes. You should prepare for a role-based Microsoft exam experience rather than a single fixed count.

What score do I need to pass DP-700?

You need a scaled score of 700 or greater out of 1000 to pass DP-700. Microsoft uses scaled scoring, so focus on broad coverage across all three official domains instead of trying to target a raw number of questions.

What changed in DP-700 for 2026?

Microsoft’s current DP-700 study guide is effective January 26, 2026. The overall three-domain structure did not change, but Microsoft notes minor updates under security and governance, orchestration, batch and streaming ingestion/transformation, and error resolution objectives.

Can you use Microsoft Learn during the DP-700 exam?

Yes. Microsoft’s current exam experience page states that Microsoft Learn access is available during associate and expert exams, which includes DP-700. It is restricted to the Microsoft Learn domain and is meant for selective lookups, not full open-book browsing for every question.

How long should I study for DP-700?

Most candidates should plan on 6-10 weeks of study, depending on how much real Fabric experience they already have. The fastest path is hands-on practice with lakehouses, warehouses, notebooks, pipelines, eventstreams, security controls, and troubleshooting, combined with repeated timed practice questions.

Does the DP-700 certification expire?

Yes. Microsoft role-based certifications are valid for one year unless they are renewed. Microsoft lets you renew eligible role-based certifications at no cost by passing an online renewal assessment on Microsoft Learn before the certification expires.