Microsoft Azure Data Engineer Associate - DP-203
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You are tasked with creating tests for data pipelines to ensure they handle various data anomalies and edge cases. Describe how you would design these tests, including the types of anomalies you would simulate and the tools you would use to automate the testing process.
Explanation:
Option B provides a comprehensive testing approach. Automated testing frameworks allow for the simulation of a wide range of anomalies, which is essential for ensuring the robustness of the data pipelines. Integrating these tests into a CI/CD pipeline ensures that they are regularly executed, providing continuous validation of the pipeline's performance and reliability.