Skip to main content

scorebook.exceptions

Custom exceptions for the Scorebook framework.

This module defines specific exception types used throughout the Scorebook evaluation framework to provide clear error handling and debugging information.

ScoreBookError Objects​

class ScoreBookError(Exception)

Base exception class for all Scorebook-related errors.

EvaluationError Objects​

class EvaluationError(ScoreBookError)

Raised when there are errors during model evaluation.

ParameterValidationError Objects​

class ParameterValidationError(ScoreBookError)

Raised when invalid parameters are provided to evaluation functions.

InferenceError Objects​

class InferenceError(EvaluationError)

Raised when there are errors during model inference.

MetricComputationError Objects​

class MetricComputationError(EvaluationError)

Raised when metric computation fails.

__init__​

def __init__(metric_name: str, dataset_name: str, original_error: Exception)

Initialize metric computation error.

DataMismatchError Objects​

class DataMismatchError(EvaluationError)

Raised when there's a mismatch between outputs and expected labels.

__init__​

def __init__(outputs_count: int, labels_count: int, dataset_name: str)

Initialize data mismatch error.

ParallelExecutionError Objects​

class ParallelExecutionError(ScoreBookError)

Raised when parallel execution requirements are not met.