CompoundBoundingBox

class astropy.modeling.bounding_box.CompoundBoundingBox(bounding_boxes: Dict[Any, ModelBoundingBox], model, selector_args: _SelectorArguments, create_selector: Callable = None, ignored: List[int] = None, order: str = 'C')

Bases: _BoundingDomain

A model’s compound bounding box

Parameters:

bounding_boxespython:dict

A dictionary containing all the ModelBoundingBoxes that are possible

keys -> _selector (extracted from model inputs) values -> ModelBoundingBox

modelModel

The Model this compound bounding_box is for.

selector_args_SelectorArguments

A description of how to extract the selectors from model inputs.

create_selectoroptional

A method which takes in the selector and the model to return a valid bounding corresponding to that selector. This can be used to construct new bounding_boxes for previously undefined selectors. These new boxes are then stored for future lookups.

orderoptional, python:str

The ordering that is assumed for the tuple representation of the bounding_boxes.

Attributes Summary

bounding_boxes
create_selector
named_selector_tuple
selector_args

Methods Summary

copy()
fix_inputs(model, fixed_inputs)	Fix the bounding_box for a fix_inputs compound model.
prepare_inputs(input_shape, inputs)	Get prepare the inputs with respect to the bounding box.
validate(model, bounding_box[, ...])	Construct a valid compound bounding box for a model.

Attributes Documentation

bounding_boxes

create_selector

named_selector_tuple

selector_args

Methods Documentation

copy()

fix_inputs(model, fixed_inputs: dict)

Fix the bounding_box for a fix_inputs compound model.

Parameters:

modelModel

The new model for which this will be a bounding_box

fixed_inputspython:dict

Dictionary of inputs which have been fixed by this bounding box.

prepare_inputs(input_shape, inputs) → Tuple[Any, Any, Any]

Get prepare the inputs with respect to the bounding box.

Parameters:

input_shapepython:tuple

The shape that all inputs have be reshaped/broadcasted into

inputspython:list

List of all the model inputs

Returns:

valid_inputspython:list

The inputs reduced to just those inputs which are all inside their respective bounding box intervals

valid_indexnumpy:array_like

array of all indices inside the bounding box

all_out: bool

if all of the inputs are outside the bounding_box

classmethod validate(model, bounding_box: dict, selector_args=None, create_selector=None, ignored: list = None, order: str = 'C', _preserve_ignore: bool = False, **kwarg)

Construct a valid compound bounding box for a model.

Parameters:

modelModel

The model for which this will be a bounding_box

bounding_boxpython:dict

Dictionary of possible bounding_box respresentations

selector_argsoptional

Description of the selector arguments

create_selectoroptional, python:callable()

Method for generating new selectors

orderoptional, python:str

The order that a tuple representation will be assumed to be

Default: ‘C’