Data Validators

zenml.data_validators special

Data validators are stack components responsible for data profiling and validation.

base_data_validator

Base class for all ZenML data validators.

BaseDataValidator (StackComponent, ABC) pydantic-model

Base class for all ZenML data validators.

Source code in zenml/data_validators/base_data_validator.py

class BaseDataValidator(StackComponent, ABC):
    """Base class for all ZenML data validators."""

    # Class configuration
    TYPE: ClassVar[StackComponentType] = StackComponentType.DATA_VALIDATOR
    FLAVOR: ClassVar[str]