This repo will help you to explore the faker module in python and along with that we will be going to see a spark of power that duckdb has.
You can check duckdb docs for python here : https://duckdb.org/docs/api/python/overview.html
I have also created an endpoint customers using the fastapi framework just to show how good duckdb can be for testing envs and for personal projects.