Crucial Exams

Microsoft Fabric Data Engineer Associate DP-700 Practice Question

In a Microsoft Fabric notebook, you develop a PySpark Structured Streaming query that reads JSON events from Azure Event Hubs and writes five-minute order totals to a Delta table located in the Lakehouse's bronze zone. The solution must resume automatically with no data loss if the notebook runtime is restarted. When you configure the writeStream operation, which option must you set to meet the requirement?

  • Set option("ignoreChanges", "true") on the writeStream sink.

  • Set option("maxFilesPerTrigger", "1") on the writeStream sink.

  • Set option("checkpointLocation", "abfss://lakehouse/checkpoints/orders") on the writeStream sink.

  • Set option("mergeSchema", "true") on the writeStream sink.

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