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Answer: Implement unit tests for individual activities, integration tests for pipeline workflows, and monitoring tests for performance. Integrate tests using Azure DevOps pipelines.
Implementing unit tests, integration tests, and monitoring tests ensures comprehensive coverage of data pipeline quality and reliability. Integrating these tests using Azure DevOps pipelines allows for automated and consistent testing as part of the deployment process.
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You are tasked with creating tests for data pipelines in Azure Data Factory. Describe the types of tests you would implement to ensure the quality and reliability of the data pipelines. Also, explain how you would integrate these tests into the pipeline deployment process.
A
Implement unit tests for individual activities, integration tests for pipeline workflows, and monitoring tests for performance. Integrate tests using Azure DevOps pipelines.
B
Implement unit tests for individual activities, integration tests for pipeline workflows, and monitoring tests for performance. Integrate tests using Azure Data Factory triggers.
C
Implement unit tests for individual activities, integration tests for pipeline workflows, and monitoring tests for performance. Integrate tests using Azure Functions.
D
Implement unit tests for individual activities, integration tests for pipeline workflows, and monitoring tests for performance. Integrate tests using Azure Logic Apps.
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