I have used a combo of attrs and fastjsonschema to do dataclass validation on instance construction. It works great for a python stack and you can generate som

I have used a combo of attrs and fastjsonschema to do dataclass validation on instance construction. It works great for a python stack and you can generate some clean looking code if you have a reusable data class package