smac.utils.logging

Functions

format_array(inputs[, format_vals])	Transform a numpy array to a list of format so that it can be printed by logger.
get_logger(logger_name)	Get the logger by name
setup_logging([level])	Sets up the logging configuration for all modules.

Interfaces

smac.utils.logging.format_array(inputs, format_vals=True)

Transform a numpy array to a list of format so that it can be printed by logger. If the list holds one element only, then a formatted string is returned.

Parameters:

• inputs (np.ndarray or list.) – inputs value, could be anything serializable or a np array

• format_vals (bool.) – if the items in list are formatted values

Returns:

result

Return type:

float or list of floats.

smac.utils.logging.get_logger(logger_name)

Get the logger by name

Return type:

Logger

smac.utils.logging.setup_logging(level=None)

Sets up the logging configuration for all modules.

Parameters:

level (int | Path | None, defaults to None) – An integer representing the logging level. An own logging configuration can be used when passing a path.

Return type:

None

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