Posted on Sun 25 September 2022 in projects
DataFrame Schema is a small and slim package that does only one job - it checks if a given DataFrame fits certain list of defined expectation. It is heavily inspired by
jsonschema, has only one dependency (Pydantic) and tries to be as simple and small as possible.
In our experience, we found that defining a very simple, explicit, and easy-to-generate definition of what we expect to get, is crucial in our day-to-day work.
Compared to the alternatives, this package has few cornerstone ideas: 1. It is meant to be simple and easy to use, taking minimal time to use …