ModelTest.py

# refer to https://github.com/cylynx/verifyml/blob/main/verifyml/model_tests/ModelTest.py for latest version

@dataclass
class ModelTest(ABC):
    """Base class for all FEAT tests"""

    result: any = field(init=False, default=None)
    passed: bool = field(init=False, default=None)

    @abstractmethod
    def run(self) -> bool:
        """
        Contains logic specific to a model test. This method should:
        1. Get test result and update self.result
        2. Update self.passed, a boolean indicating if result meets a defined condition
        """