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Microsoft DP-600 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Implement and manage semantic models: The topic delves into designing and building semantic models, and optimizing enterprise-scale semantic models.
Topic 2
  • Prepare data: In this topic, questions about creating objects in a lakehouse or warehouse, copying data, transforming data, and optimizing performance appear.
Topic 3
  • Maintain a data analytics solution: This section is all about implementing security and governance. In this topic, you also get information about maintaining the analytics development lifecycle.

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Microsoft Implementing Analytics Solutions Using Microsoft Fabric Sample Questions (Q44-Q49):

NEW QUESTION # 44
You have a Fabric tenant that contains a lakehouse named Lakehouse1. Lakehouse1 contains a Delta table that has one million Parquet files.
You need to remove files that were NOT referenced by the table during the past 30 days. The solution must ensure that the transaction log remains consistent, and the ACID properties of the table are maintained.
What should you do?

  • A. Run the OPTIMIZE command and specify the Z-order parameter.
  • B. Run the OPTIMIZE command and specify the V-order parameter.
  • C. Run the VACUUM command.
  • D. From OneLake file explorer, delete the files.

Answer: C

Explanation:
To remove files from a Delta table that are no longer referenced by the current version of the table, you should run the VACUUM command.
https://learn.microsoft.com/en-us/fabric/data-engineering/lakehouse-table-maintenance


NEW QUESTION # 45
You have a Fabric tenant that contains a lakehouse named Lakehouse1. Lakehouse1 contains a table named Tablet.
You are creating a new data pipeline.
You plan to copy external data to Table1. The schema of the external data changes regularly.
You need the copy operation to meet the following requirements:
- Replace Table1 with the schema of the external data.
- Replace all the data in Table1 with the rows in the external data.
You add a Copy data activity to the pipeline.
What should you do for the Copy data activity?

  • A. From the Settings tab, select Enable staging.
  • B. From the Source tab, select Recursively.
  • C. From the Source tab, select Enable partition discovery.
  • D. From the Destination tab, set Table action to Overwrite.
  • E. From the Source tab, add additional columns.

Answer: D

Explanation:
Enable "Truncate table" option: This option truncates the target table before copying data, ensuring that all existing data is replaced with the new data from the external source.


NEW QUESTION # 46
You have a Fabric tenant that contains a warehouse.
A user discovers that a report that usually takes two minutes to render has been running for 45 minutes and has still not rendered.
You need to identify what is preventing the report query from completing.
Which dynamic management view (DMV) should you use?

  • A. sys.dm._exec._connections
  • B. sys.dm-exec_requests
  • C. sys.dm_pdw_exec_requests
  • D. sys.dn_.exec._sessions

Answer: C

Explanation:
The correct DMV to identify what is preventing the report query from completing is sys.dm_pdw_exec_requests (D). This DMV is specific to Microsoft Analytics Platform System (previously known as SQL Data Warehouse), which is the environment assumed to be used here. It provides information about all queries and load commands currently running or that have recently run. References = You can find more about DMVs in the Microsoft documentation for Analytics Platform System.


NEW QUESTION # 47
You have a Fabric tenant that contains a semantic model.
You need to prevent report creators from populating visuals by using implicit measures.
What are two tools that you can use to achieve the goal? Each correct answer presents a complete solution.
NOTE: Each correct answer is worth one point.

  • A. Microsoft Power BI Desktop
  • B. Tabular Editor
  • C. Microsoft SQL Server Management Studio (SSMS)
  • D. DAX Studio

Answer: A,B

Explanation:
Microsoft Power BI Desktop (A) and Tabular Editor (B) are the tools you can use to prevent report creators from using implicit measures. In Power BI Desktop, you can define explicit measures which can be used in visuals. Tabular Editor allows for advanced model editing, where you can enforce the use of explicit measures.
References = Guidance on using explicit measures and preventing implicit measures in reports can be found in the Power BI and Tabular Editor official documentation.


NEW QUESTION # 48
You have a Fabric tenant named Tenant1 that contains a workspace named WS1. WS1 uses a capacity named C1 and contains a dawset named DS1. You need to ensure read-write access to DS1 is available by using the XMLA endpoint. What should be modified first?

  • A. the DS1 settings
  • B. the C1 settings
  • C. the WS1 settings
  • D. the Tenant1 settings

Answer: B


NEW QUESTION # 49
......

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