Crucial Exams

Microsoft Fabric Data Engineer Associate DP-700 Practice Question

Your team must transform daily CSV files that land in a lakehouse's Bronze layer. The transformation calls a custom Python function that requires installing a third-party statistics package and must run on a scalable Spark cluster that you can trigger from a Fabric pipeline on a daily schedule. Which Microsoft Fabric component should you use to implement the transformation logic?

  • Build a Dataflow Gen2 that performs the transformation with Power Query steps.

  • Create a notebook in the Data Engineering experience and write the transformation in PySpark.

  • Implement the logic in a T-SQL stored procedure inside a Fabric warehouse.

  • Author a KQL query set that embeds Python code to process the data.

Microsoft Fabric Data Engineer Associate DP-700
Ingest and transform data
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