whylogs.experimental.core.validators

Submodules

• whylogs.experimental.core.validators.condition_validator
• whylogs.experimental.core.validators.validator

Package Contents

Functions

condition_validator
append_validator(schema_name, col_name, validator)
generate_validators(→ Dict[str, ...)	Merge registered validators for requested schemas

whylogs.experimental.core.validators.condition_validator(col_names: Union[str, List[str]], condition_name: Optional[str] = None, actions: Union[List[Callable[[str, str, Any, Optional[Any]], None]], Callable[[str, str, Any, Optional[Any]], None]] = [], namespace: Optional[str] = None, schema_name: str = '', enable_sampling: bool = True) → Callable[[Any], Any]

Parameters

• col_names (Union[str, List[str]]) –

• condition_name (Optional[str]) –

• actions (Union[List[Callable[[str, str, Any, Optional[Any]], None]], Callable[[str, str, Any, Optional[Any]], None]]) –

• namespace (Optional[str]) –

• schema_name (str) –

• enable_sampling (bool) –

Return type

Callable[[Any], Any]

whylogs.experimental.core.validators.append_validator(schema_name, col_name: str, validator: whylogs.core.validators.Validator)

Parameters

• col_name (str) –

• validator (whylogs.core.validators.Validator) –

whylogs.experimental.core.validators.generate_validators(initial_validators: Optional[Dict[str, List[whylogs.core.validators.Validator]]], schema_name: Union[str, List[str]], include_default_schema: bool = True) → Dict[str, List[whylogs.core.validators.Validator]]

Merge registered validators for requested schemas

Parameters

• initial_validators (Optional[Dict[str, List[whylogs.core.validators.Validator]]]) –

• schema_name (Union[str, List[str]]) –

• include_default_schema (bool) –

Return type

Dict[str, List[whylogs.core.validators.Validator]]