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Azure Data Factory now supports service principal and MSI authentication for Azure Data Lake Storage Gen2 connectors.
Azure Data Factory added a new capability that enables secured, governed, and scalable access of Office 365 data in Azure.
You can now copy data from Oracle Service Cloud and Google AdWords into Azure by using Azure Data Factory.
Azure Data Factory now supports service principal and MSI authentication for Azure Blob connectors.
Azure Data Factory now supports writing to Azure Cosmos DB by using UPSERT in addition to INSERT.
The Data Factory Lookup activity supports retrieving a dataset from any of the ADF-supported data sources.
The Data Factory GetMetadata activity supports more sources and metadata options.
New connectors are available in Azure Data Factory: Salesforce Marketing Cloud and Oracle Responsys.
Data Factory Copy Activity supports wildcard file filters when you're copying data from file-based data stores.
Azure Data Factory is now integrated with Azure Key Vault. You can store credentials for your data stores and computes referred in Data Factory ETL workloads in a key vault.
Operationalize your Azure Databricks notebooks by using Azure Data Factory.
Azure Data Factory V2 supports Azure AD authentication for Azure SQL Database and SQL Data Warehouse, as an alternative to SQL Server authentication.
New Azure Data Factory features, now in public preview, will enable you to build hybrid data integration so that you'll be able to create, schedule, and orchestrate your ETL/ELT workflows, at scale, wherever your data lives, including the cloud or any self-hosted network.
Simplify how you create, deploy, and schedule your data movement pipelines by using the click-through copy wizard for Azure Data Factory.
Azure Data Factory supports Australia regions for data movement.
Simplify how you monitor and manage your data pipelines with the new UI for Azure Data Factory.
You can use Azure Data Factory to move data to and from Data Lake Store, and you can run queries with Data Lake Analytics.
Azure Data Factory is a cloud-based data integration service that automates moving and transforming data.
Azure Data Factory gives you an agile way to manage the production of trusted information from complex processes, making it easier to create, orchestrate, and manage data-processing pipelines over a range of transformation services and diverse data sources.