It seems you want helper functions to read that dump and then a bunch of unit tests? Then any Python testing framework would help. But I don't know what you me

It seems you want helper functions to read that dump and then a bunch of unit tests? Then any Python testing framework would help. But I don't know what you mean by writing rules automatically. How would such framework figure out your business rules?