Exam DP-700 topic 3 question 13 discussion

The correct option is option A, notebooks are used to manipulate data and write code, a pipeline does not directly store or visualize the update history of semantic models, and the data flow is to transform data.

Notebook

use a notebook to pull in the data, process it, and create visualizations

the request is "visualize it in a chart". The setting option just show a table

To monitor the refresh history of a semantic model (such as Model1) in Microsoft Fabric (similar to Power BI models): You can view the refresh history directly from the model's settings within the workspace. This includes detailed logs such as refresh time, duration, status (success/failure), and error messages if any. This is the most straightforward and built-in option for tracking model refreshes. From there, if you need to visualize the refresh metrics (e.g., in a chart), you can export the refresh logs (manually or via API) and then load them into a report for visualization. -- ChatGPT

A. the refresh history from the settings of Model1 Option Reason B. A notebook Not designed for refresh tracking; better for ad hoc analysis or transformation. C. Dataflow Gen2 Used for data prep, not model refresh monitoring. D. A data pipeline Helps trigger refreshes, but doesn’t track refresh history or show charts.

The answer is B. We can't visualize the refresh hitory of model 1 in the settings only in a notebook. (Or in FUAM)

the question asks for visualize it in a chart. How can you do that with option A? I will go with B.

A is correct in the link below

The correct answer is A, because Semantic models in Fabric (Power BI models) include a built-in refresh history feature accessible through their settings. This view provides detailed logs of past refresh operations, including: • Status (Succeeded/Failed) • Duration • Start and end times You can export this history (e.g., to Excel or Power BI) to create charts and visualizations.

https://learn.microsoft.com/en-us/power-bi/connect-data/refresh-data

The correct answer is A

The correct answer should be B