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Microsoft Fabric Data Engineer Associate DP-700 Practice Question

You manage a Microsoft Fabric workspace. A partner team lands nightly Parquet files in an Azure Data Lake Storage Gen2 (ADLS Gen2) container. Business users want to query this data from a Fabric lakehouse by using both T-SQL and Spark, while avoiding any additional data movement or duplication. Which ingestion approach should you implement?

  • Ingest the files with an Eventstream and land them into Real-Time Intelligence storage.

  • Build a Dataflow Gen2 that loads the Parquet files into a lakehouse table each night.

  • Enable mirroring for the ADLS Gen2 container so that the files are replicated into OneLake.

  • Create a OneLake shortcut in the lakehouse that points to the ADLS Gen2 Parquet folder.

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