Azure Data Factory V2 Preview Documentation

Learn how to use Data Factory, a cloud data integration service, to compose data storage, movement, and processing services into automated data pipelines. Tutorials and other documentation show you how to set up and manage data pipelines, as well as move and transform data for analysis.

Currently, the version V2 of Data Factory is in preview. The version V1 is generally available. If you are using V1 of the Data Factory service, see V1 documentation.

5-Minute Quickstarts

Learn how to create a data factory using:

Step-by-Step Tutorials

Learn how to create and monitor a data factory:

  1. Deploy SSIS packages to Azure - Data Factory UI | Azure PowerShell
  2. Copy data in cloud - Copy Data tool | Data Factory UI | .NET
  3. Copy on-premises data to cloud - Copy Data tool | Data Factory UI | Azure PowerShell
  4. Copy data in bulk - Data Factory UI | Azure PowerShell
  5. Copy data incrementally - Data Factory UI | Azure PowerShell
  6. Transform data in cloud using Spark - Data Factory UI | Azure PowerShell
  7. Transform data in virtual network - Data Factory UI | Azure PowerShell
  8. Control flow - Data Factory UI | .NET

Samples

Use the following samples to work with Data Factory

Reference