On Mon, 23 Sept 2024, 2:14 am AmirZandiehprojects, ***@***.***> wrote: I've thoroughly reviewed the data anonymization code, and I'm impressed with the implementation. Great job on this feature! Here are some highlights: The use of environment variables for API keys is a solid security practice. The encryption implementation using AES is robust and appropriate for our needs. I particularly appreciate the attention to detail in using a unique IV for each encryption operation. The code is well-structured and easy to follow. The separation of concerns between data fetching, transformation, and encryption/decryption is clear and maintainable. The error handling in the fetch_and_transform_data function is comprehensive, which will help with debugging and resilience in production. The decryption function demonstrates that the encryption process is reversible, which is crucial for our use case. Overall, this is a strong addition to our data warehouse project. It significantly enhances the security of our sensitive data while maintaining functionality. — Reply to this email directly, view it on GitHub <#26 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/BHPUXJJATMSXM75YP3QUTL3ZX3UHRAVCNFSM6AAAAABOUM2FL6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWHA2TMNRXG4> . You are receiving this because you authored the thread.Message ID: ***@***.***>