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Microsoft DP-700 Exam Practice Questions, practice question pack
MICROSOFT · DP-700

Microsoft DP-700 Exam Practice Questions

99% pass rateUpdated 1 Nov 2026161 questions2 PDFs, instant download
5.011 reviews
(11 customer reviews)

US$39

Every question with the correct answer and why the other options are wrong.

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99% pass rate. Pass or your money back.Fail the exam after using this pack and we refund it, or swap it for any other pack. How the guarantee works
The Microsoft DP-700 exam dumps for the Implementing Data Engineering Solutions Using Microsoft Fabric exam helped me pass successfully. Incredibly effective DP-700 exam dumps, which made me confident. Thanks very much!!
MylesDP-700
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Three of the 161 questions in this pack

Question 1

You have a Fabric workspace.

You have semi-structured data.

You need to read the data by using T-SQL, KQL, and Apache Spark. The data will only be written by using Spark.

What should you use to store the data?

  1. a lakehouse
  2. an eventhouse
  3. a datamart
  4. a warehouse
Show answer and explanation

Correct answer: A. a lakehouse

A lakehouse stores structured and semi-structured data in OneLake as Delta tables and files, and Apache Spark is its native engine for writing data, which matches the rule that only Spark writes. The same tables are exposed for T-SQL reads through the automatically created SQL analytics endpoint, and KQL can query them by adding a OneLake shortcut to the lakehouse tables in a KQL database. One copy of the data therefore serves all three query languages with a single write path.

Why the other options are wrong

  • B. An eventhouse is loaded through the KQL ingestion engine and is designed for streaming and time-series data, so it is not the store built for Spark as the single writer.
  • C. A datamart is a self-service Power BI item loaded through dataflows, not a store written by Spark and read by KQL.
  • D. A warehouse is written through its T-SQL engine and its tables are read-only to Spark through OneLake, so it does not fit data that is written only by Spark.

Question 2

You have a Fabric workspace that contains a warehouse named Warehouse1.

You have an on-premises Microsoft SQL Server database named Database1 that is accessed by using an on-premises data gateway.

You need to copy data from Database1 to Warehouse1.

Which item should you use?

  1. a Dataflow Gen1 dataflow
  2. a data pipeline
  3. a KQL queryset
  4. a notebook
Show answer and explanation

Correct answer: B. a data pipeline

A data pipeline can use a Copy activity whose source connection runs through an on-premises data gateway, so it can read Database1 on the local SQL Server and write the rows directly to Warehouse1 as the destination. This is the standard Fabric item for moving data from an on-premises relational source into a warehouse with no code, and the copy can be scheduled or run on demand as part of a larger orchestration.

Why the other options are wrong

  • A. A Dataflow Gen1 dataflow stores its output in its own Power BI storage and cannot load data into a Fabric warehouse as a destination.
  • C. A KQL queryset runs KQL queries against KQL databases; it does not copy data from SQL Server into a warehouse.
  • D. A notebook runs Spark code and cannot connect through an on-premises data gateway, so it cannot reach Database1 in this setup.

Question 3

You have a Fabric workspace that contains a warehouse named Warehouse1.

You have an on-premises Microsoft SQL Server database named Database1 that is accessed by using an on-premises data gateway.

You need to copy data from Database1 to Warehouse1.

Which item should you use?

  1. an Apache Spark job definition
  2. a data pipeline
  3. a Dataflow Gen1 dataflow
  4. an eventstream
Show answer and explanation

Correct answer: B. a data pipeline

A data pipeline with a Copy activity can connect to the on-premises SQL Server database through the on-premises data gateway and land the data in Warehouse1 as the destination. It is the low-code Fabric item intended for batch copies from relational sources into a warehouse, and it supports scheduling, parameters and retries, so it fits the requirement to copy data from Database1 without writing custom code.

Why the other options are wrong

  • A. An Apache Spark job definition runs Spark code and cannot use an on-premises data gateway to reach Database1.
  • C. A Dataflow Gen1 dataflow keeps its output in its own Power BI storage and cannot write to a Fabric warehouse.
  • D. An eventstream captures and routes streaming events in real time; it is not used to copy tables from an on-premises SQL Server database.

See all 40 free questions Get the full pack, US$39

REVIEWS

11 reviews for Microsoft DP-700 Exam Practice Questions

  1. Myles –

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  7. Kim Han –

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  8. Alvilde –

    Helped me pass my DP-700 Microsoft Fabric Data Engineer certification exam successfully. I was overwhelmed by Microsoft Fabric topics at first, but practicing with DP-700 questions helped me focus on the exact skills being tested. The structured flow made my revision smoother, and I walked into the exam feeling prepared instead of stressed.

  9. Sora Hoffman –

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  11. Kelly –

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Only logged in customers who have purchased this product may leave a review.

How much of the Microsoft DP-700 bank is free?

161 questions in the bank

Each step includes the one before, so buying only adds new questions.

  • You are here10questionsFree sampleThree on this page, all ten as a PDF.Download the sample
  • 4025% of the bankPractice pageFree on the site, every answer explained.Go to the practice page
  • 80the first half of the packHalf PackFree by email, as one PDF, every answer explained.Get the Half Pack
  • 161100%, the whole bankFull pack, US$39Plus the questions-only PDF, monthly updates, refund if you fail.Get the full pack
ABOUT THIS PACK

What’s in the Microsoft DP-700 pack

  • 161 questions mapped to the DP-700 exam objectives
  • Answers and explanations for every question, including the wrong options
  • A questions-only PDF for timed practice runs
  • Instant delivery by email the moment you check out
  • Free monthly updates for as long as the exam is live
  • Pass or your money back

A DP-700 attempt costs US$165 in the US. This pack is US$39, paid once.

What makes the DP-700 hard

The DP-700 tests three languages, and most candidates only work in one. It does not just ask whether you know what a lakehouse is, it requires choosing between a lakehouse, a warehouse and an eventhouse, then writing the SQL, KQL or PySpark to match.

The exam covers ingestion pattern selection, medallion architecture, dataflows versus pipelines versus notebooks, Delta table optimisation, real-time eventstreams, workspace security and deployment pipelines: the decisions a working Fabric data engineer makes every day. Candidates strong in one Fabric workload but untested in the others consistently underperform, because Microsoft tests which tool you would pick and the code you would write in it, not definitions.

It runs to 40 to 60 questions in 100 minutes, with a pass mark of 700 out of 1000, across three domains weighted almost evenly, so the SQL, KQL and PySpark switching, the store-selection trade-offs and the case study format all need to be familiar before exam day.

About the exam

The DP-700 certifies data engineers who build and manage analytics solutions in Microsoft Fabric, covering data ingestion, transformation and administration using lakehouses, warehouses, eventhouses, notebooks and pipelines with SQL, KQL and PySpark. No formal prerequisites. Renews annually via a free Microsoft Learn assessment.

Read the Microsoft DP-700 study guide

Questions before you buy

How quickly do I receive it?

Straight away. The full PDF and a questions-only copy are emailed to you the moment your payment goes through, and the same links are on your order page.

Are updates included?

Yes. The pack is updated every month for as long as the exam is live, and updates are free for everyone who has bought it.

What if I fail the exam?

We refund the pack, or swap it for any other pack if you would rather keep studying. Sit the exam 7 to 30 days after buying, then send your official score report within 7 days of the exam date, as set out in the refund policy.

What is your pass rate?

99% of customers who prepare with a CertStash pack pass. If you do not, we refund the pack, or swap it for another pack.

Can I share it with colleagues?

Each purchase is licensed to one person. For a team, school or training organisation, email support@certstash.com for a licence that fits.

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