Using Azure Data Factory
Azure Data Factory (ADF) is a highly available, fault-tolerant, cloud-based data integration service that automates the movement and transformation of data assets between your on-premises network and Azure data services based on a defined schedule or trigger. ADF supports the ingestion of a large variety of data sources, including structured or unstructured data sources, which makes ADF ideal for modern data warehouse implementations in Azure. Because ADF is natively integrated with other Azure Data Services, such as Azure SQL Data Warehouse, Azure Databricks, and Azure Storage, using ADF to automate data movement and transformation across a modern data ecosystem built in Azure becomes very easy. Azure Data Factory is the go-to data movement tool for automating the load of Azure SQL Data Warehouse.
New capabilities in ADF
The latest enhancements to ADF (ADF v2) were made generally available in June 2018. ADF v2 introduced a host of new capabilities.
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