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Merge pull request #107413 from Samantha-Yu/adfupdate0312
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articles/data-factory/scripts/copy-azure-blob-powershell.md

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ms.workload: data-services
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ms.topic: article
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ms.custom: seo-lt-2019
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ms.date: 09/12/2017
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ms.date: 03/12/2020
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# Use PowerShell to create a data factory pipeline to copy data in the cloud
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| [Set-AzDataFactoryV2](/powershell/module/az.datafactory/set-Azdatafactoryv2) | Create a data factory. |
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| [Set-AzDataFactoryV2LinkedService](/powershell/module/az.datafactory/Set-Azdatafactoryv2linkedservice) | Creates a linked service in the data factory. A linked service links a data store or compute to a data factory. |
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| [Set-AzDataFactoryV2Dataset](/powershell/module/az.datafactory/Set-Azdatafactoryv2dataset) | Creates a dataset in the data factory. A dataset represents input/output for an activity in a pipeline. |
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| [Set-AzDataFactoryV2Pipeline](/powershell/module/az.datafactory/Set-Azdatafactoryv2pipeline) | Creates a pipeline in the data factory. A pipeline contains one or more activities that performs a certain operation. In this pipeline, a copy activity copies data from one location to another location in an Azure Blob Storage. |
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| [Set-AzDataFactoryV2Pipeline](/powershell/module/az.datafactory/Set-Azdatafactoryv2pipeline) | Creates a pipeline in the data factory. A pipeline contains one or more activities that perform a certain operation. In this pipeline, a copy activity copies data from one location to another location in an Azure Blob Storage. |
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| [Invoke-AzDataFactoryV2Pipeline](/powershell/module/az.datafactory/Invoke-Azdatafactoryv2pipeline) | Creates a run for the pipeline. In other words, runs the pipeline. |
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| [Get-AzDataFactoryV2ActivityRun](/powershell/module/az.datafactory/get-Azdatafactoryv2activityrun) | Gets details about the run of the activity (activity run) in the pipeline.
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| [Remove-AzResourceGroup](/powershell/module/az.resources/remove-azresourcegroup) | Deletes a resource group including all nested resources. |

articles/data-factory/scripts/incremental-copy-powershell.md

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title: Incrementally load data using PowerShell
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description: This PowerShell script shows how to use Azure Data Factory to copy data incrementally from an Azure SQL Database to an Azure Blob Storage..
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description: This PowerShell script shows how to use Azure Data Factory to copy data incrementally from an Azure SQL Database to an Azure Blob Storage.
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services: data-factory
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ms.author: jingwang
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author: linda33wj
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ms.workload: data-services
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# PowerShell script - Incrementally load data by using Azure Data Factory
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| [Set-AzDataFactoryV2](/powershell/module/az.datafactory/set-Azdatafactoryv2) | Create a data factory. |
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| [Set-AzDataFactoryV2LinkedService](/powershell/module/az.datafactory/Set-Azdatafactoryv2linkedservice) | Creates a linked service in the data factory. A linked service links a data store or compute to a data factory. |
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| [Set-AzDataFactoryV2Dataset](/powershell/module/az.datafactory/Set-Azdatafactoryv2dataset) | Creates a dataset in the data factory. A dataset represents input/output for an activity in a pipeline. |
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| [Set-AzDataFactoryV2Pipeline](/powershell/module/az.datafactory/Set-Azdatafactoryv2pipeline) | Creates a pipeline in the data factory. A pipeline contains one or more activities that performs a certain operation. In this pipeline, a copy activity copies data from one location to another location in an Azure Blob Storage. |
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| [Set-AzDataFactoryV2Pipeline](/powershell/module/az.datafactory/Set-Azdatafactoryv2pipeline) | Creates a pipeline in the data factory. A pipeline contains one or more activities that perform a certain operation. In this pipeline, a copy activity copies data from one location to another location in an Azure Blob Storage. |
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| [Invoke-AzDataFactoryV2Pipeline](/powershell/module/az.datafactory/Invoke-Azdatafactoryv2pipeline) | Creates a run for the pipeline. In other words, runs the pipeline. |
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| [Get-AzDataFactoryV2ActivityRun](/powershell/module/az.datafactory/get-Azdatafactoryv2activityrun) | Gets details about the run of the activity (activity run) in the pipeline.
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| [Remove-AzResourceGroup](/powershell/module/az.resources/remove-azresourcegroup) | Deletes a resource group including all nested resources. |

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