[IMPROVEMENT] Refactor the python validation

In validation functions like `validate_required_values`, the incremental approach towards component is already reaching the limit of pylint argument. Refactoring is needed to break up the functions in this module to smaller pieces. This will not only reduce the cognitive complexity but also help make things easier for testing purposes.