alibi_detect.saving.validate

Constants

DETECTOR_CONFIGS

DETECTOR_CONFIGS: dict = {'KSDrift': <class 'alibi_detect.saving.schemas.KSDriftConfig'>, 'ChiSquareDr...

DETECTOR_CONFIGS_RESOLVED

DETECTOR_CONFIGS_RESOLVED: dict = {'KSDrift': <class 'alibi_detect.saving.schemas.KSDriftConfigResolved'>, 'Chi...

Functions

validate_config

validate_config(cfg: dict, resolved: bool = False) -> dict

Validates a detector config dict by passing the dict to the detector's pydantic model schema.

Name	Type	Default	Description
cfg	dict		The detector config dict.
resolved	bool	False	Whether the config is resolved or not. For example, if resolved=True, x_ref is expected to be a np.ndarray, wheras if resolved=False, x_ref is expected to be a str.

Returns

• Type: dict