[Code Cleanup] [Low prio] budget type and budget

[ArlindKadra]

Auto-PyTorch/autoPyTorch/api/tabular_classification.py

Lines 122 to 123 in a4e08e2

	budget_type: Optional[str] = None,
	budget: Optional[float] = None,

Auto-PyTorch/autoPyTorch/api/tabular_classification.py

Lines 148 to 155 in a4e08e2

	budget_type (Optional[str]):
	Type of budget to be used when fitting the pipeline.
	Either 'epochs' or 'runtime'. If not provided, uses
	the default in the pipeline config ('epochs')
	budget (Optional[float]):
	Budget to fit a single run of the pipeline. If not
	provided, uses the default in the pipeline config
	total_walltime_limit (int), (default=100): Time limit

With what I was looking through the code, budget_type and budget never get default values, which contradicts the documentation, also the fact that they are given as Optional. Additionally, the check below disregards budget not being given and would raise the wrong error message.

Auto-PyTorch/autoPyTorch/api/base_task.py

Lines 811 to 819 in a4e08e2

	budget_config: Dict[str, Union[float, str]] = {}
	if budget_type is not None and budget is not None:
	budget_config['budget_type'] = budget_type
	budget_config[budget_type] = budget
	elif budget_type is not None or budget is not None:
	raise ValueError(
	"budget type was not specified in budget_config"
	)