DP-700

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The dumps for DP-700 exam was last updated on Mar 31,2026 .

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Question#1

You have a Fabric F32 capacity that contains a workspace. The workspace contains a warehouse named DW1 that is modelled by using MD5 hash surrogate keys.
DW1 contains a single fact table that has grown from 200 million rows to 500 million rows during the past year.
You have Microsoft Power BI reports that are based on Direct Lake. The reports show year-over-year values.
Users report that the performance of some of the reports has degraded over time and some visuals show errors.
You need to resolve the performance issues.
The solution must meet the following requirements:
Provide the best query performance.
Minimize operational costs.
Which should you do?

A. Change the MD5 hash to SHA256.

B. Increase the capacity.C Enable V-Order

C. Modify the surrogate keys to use a different data type.

D. Create views.

Explanation:
In this case, the key issue causing performance degradation likely stems from the use of MD5 hash surrogate keys. MD5 hashes are 128-bit values, which can be inefficient for large datasets like the 500 million rows in your fact table. Using a more efficient data type for surrogate keys (such as integer or bigint) would reduce the storage and processing overhead, leading to better query performance. This approach will improve performance while minimizing operational costs because it reduces the complexity of querying and indexing, as smaller data types are generally faster and more efficient to process.

Question#2

You have two Fabric workspaces named Workspace1 and Workspace2.
You have a Fabric deployment pipeline named deployPipeline1 that deploys items from Workspace1 to Workspace2. DeployPipeline1 contains all the items in Workspace1.
You recently modified the items in Workspaces1.
The workspaces currently contain the items shown in the following table.

Items in Workspace1 that have the same name as items in Workspace2 are currently paired.
You need to ensure that the items in Workspace1 overwrite the corresponding items in Workspace2.
The solution must minimize effort.
What should you do?

A. Delete all the items in Workspace2, and then run deployPipeline1.

B. Rename each item in Workspace2 to have the same name as the items in Workspace1.

C. Back up the items in Workspace2, and then run deployPipeline1.

D. Run deployPipeline1 without modifying the items in Workspace2.

Explanation:
When running a deployment pipeline in Fabric, if the items in Workspace1 are paired with the corresponding items in Workspace2 (based on the same name), the deployment pipeline will automatically overwrite the existing items in Workspace2 with the modified items from Workspace1. There's no need to delete, rename, or back up items manually unless you need to keep versions. By simply running deployPipeline1, the pipeline will handle overwriting the existing items in Workspace2 based on the pairing, ensuring the latest version of the items is deployed with minimal effort.

Question#3

HOTSPOT
You need to ensure that the data engineers are notified if any step in populating the lakehouses fails.
The solution must meet the technical requirements and minimize development effort.
What should you use? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

Question#4

HOTSPOT
You have a table in a Fabric lakehouse that contains the following data.

You have a notebook that contains the following code segment.

For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

Question#5

Notebook_02
Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

A. Split the Directed Acyclic Graph (DAG) definition into three separate definitions.

B. Change the concurrency to 3.

C. Move the declaration of Notebook_03 to the top of the Directed Acyclic Graph (DAG) definition.

D. Move the declaration of Notebook_02 to the bottom of the Directed Acyclic Graph (DAG) definition.

E. Add dependencies to the execution of Note boo k_02.

F. Add dependencies to the execution of Notebook_03.

Exam Code: DP-700 Q & A: 104 Q&As Updated: Mar 31,2026

Full DP-700 Exam Dumps Here

Exam Code: DP-700
Q & A: 104 Q&As
Updated: Mar 31,2026

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