alibi_detect.saving.loading module

alibi_detect.saving.loading.load_detector(filepath, **kwargs)

Load outlier, drift or adversarial detector.

Parameters

filepath (Union[str, PathLike]) – Load directory.

Return type

Union[Detector, ConfigurableDetector]

Returns

Loaded outlier or adversarial detector object.

alibi_detect.saving.loading.read_config(filepath)

This function reads a detector toml config file and returns a dict specifying the detector.

Parameters

filepath (Union[PathLike, str]) – The filepath to the config.toml file.

Return type

dict

Returns

Parsed toml dictionary.

alibi_detect.saving.loading.resolve_config(cfg, config_dir)

Resolves artefacts in a config dict. For example x_ref=’x_ref.npy’ is resolved by loading the np.ndarray from the .npy file. For a list of fields that are resolved, see https://docs.seldon.io/projects/alibi-detect/en/stable/overview/config_file.html.

Parameters

• cfg (dict) – The unresolved config dict.

• config_dir (Optional[Path]) – Filepath to directory the config.toml is located in. Only required if different from the runtime directory, and artefacts are specified with filepaths relative to the config.toml file.

Return type

dict

Returns

The resolved config dict.