alibi.exceptions

This module defines the Alibi exception hierarchy and common exceptions used across the library.

AlibiException

Inherits from: Exception, BaseException, ABC

Abstract base class of all alibi exceptions.

Constructor

AlibiException(self, message: str) -> None

Name	Type	Default	Description
message	str

AlibiPredictorCallException

Constructor

AlibiPredictorCallException(self, /, *args, **kwargs)

AlibiPredictorReturnTypeError

Constructor

AlibiPredictorReturnTypeError(self, /, *args, **kwargs)

NotFittedError

Inherits from: AlibiException, Exception, BaseException, ABC

This exception is raised whenever a compulsory call to a fit method has not been carried out.

Constructor

NotFittedError(self, object_name: str)

Name	Type	Default	Description
object_name	str

PredictorCallError

Inherits from: AlibiException, Exception, BaseException, ABC, AlibiPredictorCallException

This exception is raised whenever a call to a user supplied predictor fails at runtime.

PredictorReturnTypeError

Inherits from: AlibiException, Exception, BaseException, ABC, AlibiPredictorReturnTypeError

This exception is raised whenever the return type of a user supplied predictor is of an unexpected or unsupported type.

SerializationError

Inherits from: AlibiException, Exception, BaseException, ABC

This exception is raised whenever an explainer cannot be serialized.

Constructor

SerializationError(self, message: str)

Name	Type	Default	Description
message	str