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articles/data-factory/continuous-integration-deployment.md

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@@ -31,17 +31,17 @@ For a nine-minute introduction to this feature and a demonstration, watch this v
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## Continuous integration and delivery lifecycle
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Following is a sample overview of the continuous integration and delivery lifecycle in an Azure data factory that's configured with Azure Repos Git. For more information on how to configure a Git repository, see [Source control in Azure Data Factory](source-control.md).
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Below is a sample overview of the continuous integration and delivery lifecycle in an Azure data factory that's configured with Azure Repos Git. For more information on how to configure a Git repository, see [Source control in Azure Data Factory](source-control.md).
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1. A development data factory is created and configured with Azure Repos Git. All developers have permission to author Data Factory resources like pipelines and datasets.
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1. A development data factory is created and configured with Azure Repos Git. All developers should have permission to author Data Factory resources like pipelines and datasets.
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1. As the developers make changes in their feature branches, they debug their pipeline runs with their most recent changes. For more information on how to debug a pipeline run, see [Iterative development and debugging with Azure Data Factory](iterative-development-debugging.md).
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1. After the developers are satisfied with their changes, they create a pull request from their feature branch to the master or collaboration branch to get their changes reviewed by peers.
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1. After a pull request is approved and changes are merged in the master branch, they can be published to the development factory.
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1. After a pull request is approved and changes are merged in the master branch, the changes can be published to the development factory.
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1. When team members are ready to deploy the changes to the test factory and then to the production factory, they export the Resource Manager template from the master branch.
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1. When the team is ready to deploy the changes to the test factory and then to the production factory, the team exports the Resource Manager template from the master branch.
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1. The exported Resource Manager template is deployed with different parameter files to the test factory and the production factory.
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### Requirements
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- An Azure subscription linked to Visual Studio Team Foundation Server or Azure Repos that use the [Azure Resource Manager service endpoint](https://docs.microsoft.com/azure/devops/pipelines/library/service-endpoints#sep-azure-rm).
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- An Azure subscription linked to Visual Studio Team Foundation Server or Azure Repos that uses the [Azure Resource Manager service endpoint](https://docs.microsoft.com/azure/devops/pipelines/library/service-endpoints#sep-azure-rm).
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- A data factory configured with Azure Repos Git integration.
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