Which mode must the semantic models in the Research division workspaces use?

Which mode must the semantic models in the Research division workspaces use?

• A. Import mode
• B. Direct Query mode
• C. Direct Lake mode
• D. Cached mode

Answer: (C)

Direct Lake mode enables semantic models to access data directly from a lakehouse without importing it. For Research division workspaces, this means you can analyze large, frequently updated datasets stored in the data lake while avoiding data duplication and still getting up-to-date results. Import mode would pull data into the model, adding storage and maintenance overhead; Direct Query mode would push queries to the source and can face performance and capability limitations with lakehouse data; Cached mode relies on in-memory results that may not reflect the latest data. Direct Lake mode fits the need for scalable, current analysis on lakehouse data.

Direct Lake mode enables semantic models to access data directly from a lakehouse without importing it. For Research division workspaces, this means you can analyze large, frequently updated datasets stored in the data lake while avoiding data duplication and still getting up-to-date results. Import mode would pull data into the model, adding storage and maintenance overhead; Direct Query mode would push queries to the source and can face performance and capability limitations with lakehouse data; Cached mode relies on in-memory results that may not reflect the latest data. Direct Lake mode fits the need for scalable, current analysis on lakehouse data.