DP-600 domain - 46% of the exam

Prepare Data

Prepare Data is 46% of the Microsoft Fabric Analytics Engineer Associate (DP-600) (DP-600) exam. These are the objectives it covers, each with practice questions and worked explanations.

Objectives in this domain

Sample question from this domain

Free samplePrepare Datamedium

An analytics engineer must ingest data from a SQL Server instance that runs on a server inside the company data centre, with no public endpoint, into a "Lakehouse" using "Dataflows Gen2". The "Microsoft Fabric" service in the cloud cannot reach the server directly. Which component must be installed and configured so that the connection can reach the on-premises database?

  • AAn on-premises data gateway installed on a machine inside the company network, registered to the tenant and bound to the connection. Correct
  • BA cloud connection defined in the "Microsoft Fabric" portal, which routes the query to the private server using the engineer's stored organisational account credentials.
  • CA virtual network data gateway provisioned in the tenant, which peers with the on-premises subnet and forwards each query to the local SQL Server instance.
  • DA personal gateway in standard mode shared across the workspace, which lets every workspace member reuse one connection to the local SQL Server instance.
Source data from a private on-premises database into Fabric by installing and binding an on-premises data gateway to the connection. The on-premises data gateway is the relay that sits inside the corporate network and tunnels query and result traffic between the cloud Fabric service and a source that has no public endpoint, which is why it is mandatory for on-premises ingestion.

Why A is correct: The on-premises data gateway runs inside the private network and relays queries between the cloud service and the local server, which is exactly the bridge a non-public source requires.

Why B is wrong: A cloud connection only reaches sources that already have a public or service endpoint, so it cannot by itself bridge into a private on-premises network that the service cannot see.

Why C is wrong: A virtual network data gateway reaches sources inside an Azure virtual network, not a physical on-premises data centre, so it does not bridge to a server with no cloud presence.

Why D is wrong: The personal mode gateway is single-user and cannot be shared across a workspace, so it is the wrong gateway type for a team ingestion pipeline.

Other domains in this exam

See also the DP-600 cert hub, the study guide, and the cheat sheet.

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