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articles/sql-data-warehouse/sql-data-warehouse-continuous-integration-and-deployment.md

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@@ -19,13 +19,8 @@ This simple tutorial outlines how to integrate your SQL Server Data tools (SSDT)
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- Go through the [source control integration tutorial](https://docs.microsoft.com/azure/sql-data-warehouse/sql-data-warehouse-source-control-integration)
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- Create a [self-hosted agent](https://docs.microsoft.com/azure/devops/pipelines/agents/agents?view=azure-devops#install) that has the SSDT Preview Bits (16.3 preview 2 and higher) installed for SQL Data Warehouse (preview)
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- Set up and connect to Azure DevOps
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> [!NOTE]
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> SSDT is currently in preview where you will need to leverage a self-hosted agent. The
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> Microsoft-hosted agents will be updated in the next few months.
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## Continuous integration with Visual Studio build
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At this point, you have a simple environment where any check-in to your source control repository master branch should automatically trigger a successful Visual Studio build of your database project. Validate the automation is working end to end by making a change in your local database project and checking in that change to your master branch.
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## Continuous deployment with the Azure SQL Database deployment task
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## Continuous deployment with the Azure SQL Data Warehouse (or Database) deployment task
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1. Add a new task using the [Azure SQL Database deployment task](https://docs.microsoft.com/azure/devops/pipelines/tasks/deploy/sql-azure-dacpac-deployment?view=azure-devops) and fill in the required fields to connect to your target data warehouse. When this task runs, the DACPAC generated from the previous build process is deployed to the target data warehouse.
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1. Add a new task using the [Azure SQL Database deployment task](https://docs.microsoft.com/azure/devops/pipelines/tasks/deploy/sql-azure-dacpac-deployment?view=azure-devops) and fill in the required fields to connect to your target data warehouse. When this task runs, the DACPAC generated from the previous build process is deployed to the target data warehouse. You can also use the [Azure SQL Datawarehouse deployment task](https://marketplace.visualstudio.com/items?itemName=ms-sql-dw.SQLDWDeployment)
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![Deployment Task](media/sql-data-warehouse-continuous-integration-and-deployment/4-deployment-task.png "Deployment Task")
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2. When using a self-hosted agent, make sure you set your environment variable to use the correct SqlPackage.exe for SQL Data Warehouse. The path should look something like this:
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2. If you are using a self-hosted agent, make sure you set your environment variable to use the correct SqlPackage.exe for SQL Data Warehouse. The path should look something like this:
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![Environment Variable](media/sql-data-warehouse-continuous-integration-and-deployment/5-environment-variable-preview.png "Environment Variable")
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