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learn-pr/wwl-data-ai/implement-cicd-in-fabric/2-understand-cicd.yml

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[!include[](includes/2-understand-cicd.md)]

learn-pr/wwl-data-ai/implement-cicd-in-fabric/5-automate-cicd-using-fabric-apis.yml

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[!include[](includes/5-automate-cicd-using-fabric-apis.md)]

learn-pr/wwl-data-ai/implement-cicd-in-fabric/8-summary.yml

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learn-pr/wwl-data-ai/implement-cicd-in-fabric/includes/1-introduction.md

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As a Fabric data engineer or developer, you're responsible for designing, building, and maintaining Fabric items that store, process and, analyze data. You collaborate with your team to release changes from development through production in different Fabric workspaces. With multiple engineers working on projects, there's a need incrementally release and integrate Fabric item changes and move those changes through a deployment process where they can be tested and quickly released. Lifecycle management in Fabric lets you do this.
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As a Fabric data engineer or developer, you're responsible for designing, building, and maintaining Fabric items that store, process and, analyze data. You collaborate with your team to release changes from development through production in different Fabric workspaces. With multiple engineers working on projects, there's a need to incrementally release and integrate Fabric item changes and move those changes through a deployment process where they can be tested and quickly released. Lifecycle management in Fabric lets you do this.
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Lifecycle management in Fabric uses deployment pipelines and source control integration to help you achieve continuous integration and continuous delivery (CI/CD). You can integrate Fabric with version control systems like GitHub and Azure DevOps and improve your delivery process, and integrate automated testing.
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learn-pr/wwl-data-ai/implement-cicd-in-fabric/includes/5-automate-cicd-using-fabric-apis.md

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Fabric REST APIs allow you to automate Fabric procedures and processes. When using automation, you can complete tasks more quickly and with fewer errors. This leads to efficiency and improved productivity. REST API stands for Representational State Transfer Programming Application Interface. Azure REST APIs are used to manage and interact with various Azure services.
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Fabric REST APIs allow you to automate Fabric procedures and processes, improving efficiency and productivity. REST API stands for Representational State Transfer Programming Application Interface. Azure REST APIs are used to manage and interact with various Azure services.
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Some of the advantages of using the Fabric REST APIs are:
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- Automating repeat processes with consistency, making it easier to perform data processing on an ongoing basis.
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- Seamless integration with other systems and applications, providing a streamlined and efficient data pipeline.
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## Fabric REST APIs for CI/CD
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Fabric CI/CD REST APIs are available for deployment pipelines and Git integration.
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- [Deployment pipelines REST APIs](/rest/api/fabric/core/deployment-pipelines?azure-portal=true)
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- [Git REST APIs](/rest/api/fabric/core/git?azure-portal=true)
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## Use the Fabric REST APIs for CI/CD to automate processes
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Some examples of things you can use the Fabric CI/CD REST APIs for are:
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You can use the Fabric CI/CD REST APIs to:
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- Commit the changes made in the workspace to the connected remote branch.
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- Update the workspace with commits pushed to the connected branch.

learn-pr/wwl-data-ai/implement-cicd-in-fabric/includes/8-summary.md

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In this module, you learned how to work with version control in Fabric, how to use Fabric deployment pipelines and how Fabric REST APIs can be used for CI/CD automation.
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For more reading, you can refer to the following URLs:
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Further reading:
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- [Tutorial: End to end lifecycle management](/fabric/cicd/cicd-tutorial?azure-portal=true)
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- [Exploring CI/CD Capabilities in Microsoft Fabric: A Focus on Data Pipelines](https://blog.fabric.microsoft.com/en-us/blog/exploring-ci-cd-capabilities-in-microsoft-fabric-a-focus-on-data-pipelines/)

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