LabelMapperArray

class gwcs.selector.LabelMapperArray(mapper, inputs_mapping=None, name=None, **kwargs)[source]

Bases: gwcs.selector._LabelMapper

Maps array locations to labels.

Parameters
mapperndarray

An array of integers or strings where the values correspond to a label in RegionsSelector model. For pixels for which the transform is not defined the value should be set to 0 or ” “.

inputs_mappingMapping

An optional Mapping model to be prepended to the LabelMapper with the purpose to filter the inputs or change their order so that the output of it is (x, y) values to index the array.

namestr

The name of this transform.

Use case:
For an IFU observation, the array represents the detector and its
values correspond to the IFU slice label.

Attributes Summary

fittable

linear

n_inputs

n_outputs

Methods Summary

__call__(*inputs[, model_set_axis, …])

Evaluate this model using the given input(s) and the parameter values that were specified when the model was instantiated.

evaluate(*args)

Evaluate the model on some input variables.

from_vertices(shape, regions)

Create a LabelMapperArray from polygon vertices stores in a dict.

Attributes Documentation

fittable = False
linear = False
n_inputs = 2
n_outputs = 1

Methods Documentation

__call__(*inputs, model_set_axis=None, with_bounding_box=False, fill_value=nan, equivalencies=None, inputs_map=None, **new_inputs)

Evaluate this model using the given input(s) and the parameter values that were specified when the model was instantiated.

evaluate(*args)[source]

Evaluate the model on some input variables.

classmethod from_vertices(shape, regions)[source]

Create a LabelMapperArray from polygon vertices stores in a dict.

Parameters
shapetuple

shape of mapper array

regions: dict

{region_label : list_of_polygon_vertices} The keys in this dictionary should match the region labels in RegionsSelector. The list of vertices is ordered in such a way that when traversed in a counterclockwise direction, the enclosed area is the polygon. The last vertex must coincide with the first vertex, minimum 4 vertices are needed to define a triangle.

Returns
mapperLabelMapperArray

This models is used with RegionsSelector. A model which takes the same inputs as RegionsSelector and returns a label.

Examples

>>> regions = {1: [[795, 970], [2047, 970], [2047, 999], [795, 999], [795, 970]],
...            2: [[844, 1067], [2047, 1067], [2047, 1113], [844, 1113], [844, 1067]],
...            3: [[654, 1029], [2047, 1029], [2047, 1078], [654, 1078], [654, 1029]],
...            4: [[772, 990], [2047, 990], [2047, 1042], [772, 1042], [772, 990]]
...           }
>>> mapper = LabelMapperArray.from_vertices((2400, 2400), regions)