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Microsoft

DP-700 · Question #107

You have a Fabric workspace that contains a semantic model named Model1. You need to monitor the refresh history of Model1 and visualize the refresh history in a chart. What should you use?

The correct answer is B. a notebook. To monitor and visualize the refresh history of a Fabric semantic model in a chart, you should use a notebook to programmatically retrieve and visualize the data.

Monitor and optimize a data analytics solution

Question

You have a Fabric workspace that contains a semantic model named Model1. You need to monitor the refresh history of Model1 and visualize the refresh history in a chart. What should you use?

Options

  • Athe refresh history from the settings of Model1
  • Ba notebook
  • Ca DataFlow Gen2 dataflow
  • Da data pipeline

How the community answered

(60 responses)
  • A
    5% (3)
  • B
    85% (51)
  • C
    8% (5)
  • D
    2% (1)

Why each option

To monitor and visualize the refresh history of a Fabric semantic model in a chart, you should use a notebook to programmatically retrieve and visualize the data.

Athe refresh history from the settings of Model1

The refresh history available directly in the semantic model's settings provides a tabular view of past refreshes, but it does not offer built-in charting capabilities.

Ba notebookCorrect

A notebook, typically using Python or Spark, can leverage the Microsoft Fabric APIs or Power BI REST APIs to programmatically retrieve the refresh history data for a semantic model. Once the data is retrieved, the notebook can then use libraries like Matplotlib or Plotly to create custom charts and visualizations of the refresh history, meeting the requirement for visualization.

Ca DataFlow Gen2 dataflow

A DataFlow Gen2 dataflow is primarily used for ingesting and transforming data, not for monitoring and visualizing refresh history of a semantic model in a custom chart.

Da data pipeline

A data pipeline is used for orchestrating data movement and transformation activities, which is not the primary tool for custom visualization of semantic model refresh history.

Concept tested: Fabric semantic model refresh monitoring - API access via notebook

Source: https://learn.microsoft.com/en-us/power-bi/developer/rest-api-reference/datasets

Topics

#Fabric monitoring#Semantic model refresh#Notebooks#Custom visualization

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