Crucial Exams

Microsoft Fabric Data Engineer Associate DP-700 Practice Question

You are designing a real-time telemetry solution in Microsoft Fabric. Business analysts must be able to query incoming sensor readings together with the last three months of historical data by using the same syntax that they currently use in Azure Data Explorer. The solution must offer built-in windowing, time-series functions, and automatic data retention without requiring you to write code. Which streaming engine should you choose?

  • Create a KQL database in Real-Time Analytics and ingest the stream directly into a KQL table.

  • Use Eventstream only to capture the data to a lakehouse and query it later with SQL.

  • Develop a Spark Structured Streaming notebook that writes the data to Delta tables in a lakehouse.

  • Deploy an Azure Stream Analytics job that writes to a Fabric Data Warehouse.

Microsoft Fabric Data Engineer Associate DP-700
Ingest and transform data
Your Score:
Settings & Objectives
Random Mixed
Questions are selected randomly from all chosen topics, with a preference for those you haven’t seen before. You may see several questions from the same objective or domain in a row.
Rotate by Objective
Questions cycle through each objective or domain in turn, helping you avoid long streaks of questions from the same area. You may see some repeat questions, but the distribution will be more balanced across topics.

Check or uncheck an objective to set which questions you will receive.

Wipe Score
Bash, the Crucial Exams Chat Bot
AI Bot