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DP-700 Exam Practice Questions

Implementing Data Engineering Solutions Using Microsoft Fabric

DP-700 English PDF practice questions: 161 questions in source order, with options supported by the source format, answers and available explanations. Access covers this exam only. One-time payment; no automatic renewal.

Exam overview

For Fabric data engineers implementing data loading, architecture, orchestration, monitoring and optimization.

Exam code
DP-700
Official exam / credential
Implementing Data Engineering Solutions Using Microsoft Fabric
Exam format
Proctored assessment; interactive items may be included
Exam duration
100 minutes
Official exam languages
English, Japanese, Simplified Chinese, Traditional Chinese, German, French, Italian, Korean, Spanish, Portuguese (Brazil)

Official exam languages and practice-question file languages are listed separately. Confirm the exam version and available languages when booking with the provider.

Official sources: Provider reference
Information checked: 2026-10-20

Supported languages

  • English
  • Simplified Chinese
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First 20 practice questions

161 total questions

Questions follow the source order. Expand each answer to see its explanation.

Disclaimer: All questions on ExamPico are compiled from internet sources and are provided for study reference only.

Question 6

Question#6Topic1

HOTSPOT -
You have a Fabric workspace that contains a warehouse named DW1. DW1 contains the following tables and columns.
Question illustration
You need to create an output that presents the summarized values of all the order quantities by year and product. The results must include a summary of the order quantities at the year level for all the products.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Question illustration

Show answer

Answer

CB

Question 7

Question#7Topic1

You have a Fabric workspace that contains a lakehouse named Lakehouse1. Data is ingested into Lakehouse1 as one flat table. The table contains the following columns.
Question illustration
You plan to load the data into a dimensional model and implement a star schema. From the original flat table, you create two tables named FactSales and DimProduct. You will track changes in DimProduct.
You need to prepare the data.
Which three columns should you include in the DimProduct table? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

  1. A. Date
  2. B. ProductName
  3. C. ProductColor
  4. D. TransactionID
  5. E. SalesAmount
  6. F. ProductID
Show answer

Answer

BCF

Question 8

Question#8Topic1

You have a Fabric workspace named Workspace1 that contains a notebook named Notebook1.
In Workspace1, you create a new notebook named Notebook2.
You need to ensure that you can attach Notebook2 to the same Apache Spark session as Notebook1.
What should you do?

  1. A. Enable high concurrency for notebooks.
  2. B. Enable dynamic allocation for the Spark pool.
  3. C. Change the runtime version.
  4. D. Increase the number of executors.
Show answer

Answer

A

Question 9

Question#9Topic1

You have a Fabric workspace named Workspace1 that contains a lakehouse named Lakehouse1. Lakehouse1 contains the following tables:

Orders -

Customer -

Employee -
The Employee table contains Personally Identifiable Information (PII).
A data engineer is building a workflow that requires writing data to the Customer table, however, the user does NOT have the elevated permissions required to view the contents of the Employee table.
You need to ensure that the data engineer can write data to the Customer table without reading data from the Employee table.
Which three actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

  1. A. Share Lakehouse1 with the data engineer.
  2. B. Assign the data engineer the Contributor role for Workspace2.
  3. C. Assign the data engineer the Viewer role for Workspace2.
  4. D. Assign the data engineer the Contributor role for Workspace1.
  5. E. Migrate the Employee table from Lakehouse1 to Lakehouse2.
  6. F. Create a new workspace named Workspace2 that contains a new lakehouse named Lakehouse2.
  7. G. Assign the data engineer the Viewer role for Workspace1.
Show answer

Answer

DEF

Question 10

Question#10Topic1

You have a Fabric warehouse named DW1. DW1 contains a table that stores sales data and is used by multiple sales representatives.
You plan to implement row-level security (RLS).
You need to ensure that the sales representatives can see only their respective data.
Which warehouse object do you require to implement RLS?

  1. A. STORED PROCEDURE
  2. B. CONSTRAINT
  3. C. SCHEMA
  4. D. FUNCTION
Show answer

Answer

D

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