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APPLIES TO: 
Azure Data Factory 
Azure Synapse Analytics
The following table includes links to sample Azure PowerShell scripts for Azure Data Factory.
| Script | Description |
|---|---|
| Copy data | |
| Copy blobs from a folder to another folder in an Azure Blob Storage | This PowerShell script copies blobs from a folder in Azure Blob Storage to another folder in the same Blob Storage. |
| Copy data from SQL Server to Azure Blob Storage | This PowerShell script copies data from a SQL Server database to an Azure blob storage. |
| Bulk copy | This sample PowerShell script copies data from multiple tables in a database in Azure SQL Database to Azure Synapse Analytics. |
| Incremental copy | This sample PowerShell script loads only new or updated records from a source data store to a sink data store after the initial full copy of data from the source to the sink. |
| Transform data | |
| Transform data using a Spark cluster | This PowerShell script transforms data by running a program on a Spark cluster. |
| Lift and shift SSIS packages to Azure | |
| Create Azure-SSIS integration runtime | This PowerShell script provisions an Azure-SSIS integration runtime that runs SQL Server Integration Services (SSIS) packages in Azure. |