MICROSOFT EXAM DP-700 BRAINDUMPS: IMPLEMENTING DATA ENGINEERING SOLUTIONS USING MICROSOFT FABRIC - PREPAWAYTEST ONE OF 10 LEADING PLANFORM

Microsoft Exam DP-700 Braindumps: Implementing Data Engineering Solutions Using Microsoft Fabric - PrepAwayTest One of 10 Leading Planform

Microsoft Exam DP-700 Braindumps: Implementing Data Engineering Solutions Using Microsoft Fabric - PrepAwayTest One of 10 Leading Planform

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Microsoft Implementing Data Engineering Solutions Using Microsoft Fabric Sample Questions (Q53-Q58):

NEW QUESTION # 53
You have a Fabric notebook named Notebook1 that has been executing successfully for the last week.
During the last run, Notebook1executed nine jobs.
You need to view the jobs in a timeline chart.
What should you use?

  • A. the run series from the details of the application run
  • B. Monitoring hub
  • C. Spark History Server
  • D. Real-Time hub
  • E. the job history from the application run

Answer: A

Explanation:
The run series from the details of the application run is the most detailed and relevant feature for visualizing job execution in a timeline format, making it the correct choice for this scenario. It provides an intuitive way to analyze job execution patterns and improve the efficiency of the notebook.


NEW QUESTION # 54
You need to create the product dimension.
How should you complete the Apache Spark SQL code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:


NEW QUESTION # 55
You have an Azure event hub. Each event contains the following fields:
BikepointID
Street
Neighbourhood
Latitude
Longitude
No_Bikes
No_Empty_Docks
You need to ingest the events. The solution must only retain events that have a Neighbourhood value of Chelsea, and then store the retained events in a Fabric lakehouse.
What should you use?

  • A. Apache Spark Structured Streaming
  • B. a streaming dataset
  • C. an eventstream
  • D. a KQL queryset

Answer: C

Explanation:
An eventstream is the best solution for ingesting data from Azure Event Hub into Fabric, while applying filtering logic such as retaining only the events that have a Neighbourhood value of "Chelsea." Eventstreams in Microsoft Fabric are designed for handling real-time data streams and can apply transformation logic directly on incoming events. In this case, the eventstream can filter events based on the Neighbourhood field before storing the retained events in a Fabric lakehouse.
Eventstreams are well-suited for stream processing, such as this case where you need to filter out only specific data (events with a Neighbourhood of "Chelsea") before storing it in the lakehouse.


NEW QUESTION # 56
You have a Fabric workspace that contains a semantic model named Model1.
You need to dynamically execute and monitor the refresh progress of Model1.
What should you use?

  • A. dynamic management views in Microsoft SQL Server Management Studio
  • B. dynamic management views in Azure Data Studio
  • C. Monitoring hub
  • D. a semantic link in a notebook

Answer: D


NEW QUESTION # 57
You need to recommend a method to populate the POS1 data to the lakehouse medallion layers.
What should you recommend for each layer? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:


NEW QUESTION # 58
......

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