Alternative for Tensorflow DataValidation

[gonzalezmaneyro]

Hi Community, I'm using right now TensorFlow DataValidation to get some status of a tabular dataset that I have in a CSV in GCS. The problem that I have Is that we found some vulnerabilities in the last version and I need to use something alternative. ¿What you suggest to do?

Thanks in advance

[jaia · Accepted solution]

Hello,

Thank you for contacting Google Cloud Community!

You can write a custom Python script using libraries like Pandas, NumPy, and Scikit-learn to perform various data validation checks.
This approach gives you full control over the validation process and allows you to customize it to your specific needs.

Regards,
Jai Ade

[gonzalezmaneyro]

Thanks Jaia for the response. I'll use TDFV as far as I can!