What should you do?

You need to ensure the data loading activities in the AnalyticsPOC workspace are executed in the appropriate sequence. The solution must meet the technical requirements.

What should you do?
A . Create a pipeline that has dependencies between activities and schedule the pipeline.
B . Create and schedule a Spark job definition.
C . Create a dataflow that has multiple steps and schedule the dataflow.
D . Create and schedule a Spark notebook.

Answer: A

Explanation:

To meet the technical requirement that data loading activities must ensure the raw and cleansed data is updated completely before populating the dimensional model, you would need a mechanism that allows for ordered execution. A pipeline in Microsoft Fabric with dependencies set between activities can ensure that activities are executed in a specific sequence. Once set up, the pipeline can be scheduled to run at the required intervals (hourly or daily depending on the data source).