callbacks

Callbacks available to pass to AutoML.

Module Contents

Functions

log_error_callback	Logs the exception thrown as an error.
raise_error_callback	Raises the exception thrown by the AutoMLSearch object.
silent_error_callback	No-op.

Attributes Summary

logger

Contents

evalml.automl.callbacks.log_error_callback(exception, traceback, automl, **kwargs)

Logs the exception thrown as an error.

Will not throw. This is the default behavior for AutoMLSearch.

Parameters

• exception – Exception to log.

• traceback – Exception traceback to log.

• automl – AutoMLSearch object.

• **kwargs – Other relevant keyword arguments to log.

evalml.automl.callbacks.logger

evalml.automl.callbacks.raise_error_callback(exception, traceback, automl, **kwargs)

Raises the exception thrown by the AutoMLSearch object.

Also logs the exception as an error.

Parameters

• exception – Exception to log and raise.

• traceback – Exception traceback to log.

• automl – AutoMLSearch object.

• **kwargs – Other relevant keyword arguments to log.

Raises

exception – Raises the input exception.

evalml.automl.callbacks.silent_error_callback(exception, traceback, automl, **kwargs)

No-op.

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