Walkthrough
https://blogs.msdn.microsoft.com/cloud_solution_architect/2016/07/02/creating-ftp-data-movement-activity-for-azure-data-factory-pipeline/
Summary
Azure Data Factory supports many data stores today and it will support more in the future. If your data store is not in the list, custom activities are your best friend. With Visual Studio integration, it is very easy to create and manage custom activities as well as data factory pipelines.
Additional Resources
- Developer Reference : https://azure.microsoft.com/en-us/documentation/articles/data-factory-sdks/
- Samples : https://azure.microsoft.com/en-us/documentation/articles/data-factory-samples/
- Monitor and Manage Pipelines : https://azure.microsoft.com/en-us/documentation/articles/data-factory-monitor-manage-app/
- Pricing: https://azure.microsoft.com/en-us/pricing/details/data-factory/