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Answer: Create a Git repository., From the Azure Data Factory Studio, select Set up code repository.
To implement version control for Azure Data Factory pipeline artifacts and apply version control to existing resources, two key actions are required: **C: Create a Git repository** - This is the foundational step for implementing version control. Azure Data Factory integrates with Git repositories (Azure DevOps Git or GitHub) to store pipeline artifacts, configurations, and code. The repository serves as the source control system where all changes are tracked, versioned, and managed. Without creating a Git repository first, there is no version control infrastructure to connect to. **E: From the Azure Data Factory Studio, select Set up code repository** - This action connects the existing ADF instance to the Git repository. The 'Set up code repository' option in Azure Data Factory Studio establishes the integration between ADF and the Git repository, enabling version control for all existing pipeline artifacts. This configuration allows the current resources in ADF1 to be version-controlled and managed through Git workflows. **Why other options are not suitable:** - **A: Publish All** - This publishes changes directly to the data factory service but doesn't implement version control. - **B: Create an Azure Data Factory trigger** - Triggers are for pipeline execution scheduling, not version control implementation. - **D: Create a GitHub action** - GitHub actions are for CI/CD automation, not the core version control setup. - **F: Publish** - Similar to option A, this publishes changes but doesn't establish version control infrastructure. The sequence is critical: first create the Git repository (C), then connect ADF to it using the setup option (E). This enables proper version control for existing pipeline artifacts while maintaining the ability to track future changes through Git commits and branches.
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You have an Azure Data Factory named ADF1 where all pipeline changes are currently published directly.
You need to implement version control for the pipeline artifacts. The solution must allow you to apply version control to the resources currently defined in the Azure Data Factory Studio for ADF1.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
A
From the Azure Data Factory Studio, run Publish All.
B
Create an Azure Data Factory trigger.
C
Create a Git repository.
D
Create a GitHub action.
E
From the Azure Data Factory Studio, select Set up code repository.
F
From the Azure Data Factory Studio, select Publish.