DP-700: Implementing Data Engineering Solutions Using Microsoft Fabric

By Microsoft · Question Mode

QuestionQ36

VerifiedIngest and transform data

You have an Azure event hub. Each event includes these fields:

  • BikepointID
  • Street
  • Neighbourhood
  • Latitude
  • Longitude
  • No_Bikes
  • No_Empty_Docks

You need to ingest the events. The solution must retain only events with a Neighbourhood value of Chelsea, and store those retained events in a Fabric lakehouse.

Data retention for failure scenarios must be two days.

What should you use?

Explanation

A Fabric eventstream can ingest from Azure Event Hubs, filter rows by a field value such as Neighbourhood = 'Chelsea', and send the filtered stream to a lakehouse. Eventstream retention is configurable in days, so it can be set to two days to preserve events for recovery from a failure.

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