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5 changes: 5 additions & 0 deletions ctis/_regrid.py
Original file line number Diff line number Diff line change
Expand Up @@ -151,6 +151,11 @@ def regrid(

axis = (axis_wavelength, *axis_position)

# normalize to plain spectral-positional vectors so grids defined on a
# Doppler vector (as produced by the `IdealInstrument`) are accepted.
coordinates_input = coordinates_input.spectral_positional
coordinates_output = coordinates_output.spectral_positional

# weight each input voxel by its volume so the conservative regridding
# preserves the integral of the field rather than the per-voxel sum.
values = values_input * coordinates_input.volume_cell(axis)
Expand Down
54 changes: 54 additions & 0 deletions ctis/_regrid_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,22 @@ def _grid(num_wavelength: int, num_position: int) -> na.SpectralPositionalVector
)


def _grid_doppler(
num_wavelength: int,
num_position: int,
) -> na.DopplerPositionalVectorArray:
return na.DopplerPositionalVectorArray(
wavelength=na.linspace(500, 600, axis="wavelength", num=num_wavelength) * u.nm,
wavelength_rest=550 * u.nm,
position=na.Cartesian2dVectorLinearSpace(
start=-10 * u.arcsec,
stop=+10 * u.arcsec,
axis=na.Cartesian2dVectorArray("x", "y"),
num=num_position,
),
)


@pytest.mark.parametrize(
argnames="coordinates_input,coordinates_output",
argvalues=[
Expand Down Expand Up @@ -69,3 +85,41 @@ def test_regrid(
integral_output = (result * coordinates_output.volume_cell(axis)).sum()
ratio = float((integral_output / integral_input).ndarray)
assert np.isclose(ratio, 1, rtol=0.05)


def test_regrid_doppler():
# grids defined on a Doppler vector (as produced by the `IdealInstrument`)
# are accepted, normalized to spectral-positional for the volume weighting.
axis_wavelength = "wavelength"
axis_position = ("x", "y")
coordinates_input = _grid_doppler(9, 13)
coordinates_output = _grid_doppler(5, 7)

num_input = coordinates_input.shape
values_input = na.random.uniform(
low=0,
high=1,
shape_random={
axis_wavelength: num_input[axis_wavelength] - 1,
axis_position[0]: num_input[axis_position[0]] - 1,
axis_position[1]: num_input[axis_position[1]] - 1,
},
)

result = ctis.regrid(
coordinates_input=coordinates_input,
coordinates_output=coordinates_output,
values_input=values_input,
axis_wavelength=axis_wavelength,
axis_position=axis_position,
)

assert isinstance(result, na.AbstractScalarArray)
assert np.all(np.isfinite(result))

num_output = coordinates_output.shape
assert na.shape(result) == {
axis_wavelength: num_output[axis_wavelength] - 1,
axis_position[0]: num_output[axis_position[0]] - 1,
axis_position[1]: num_output[axis_position[1]] - 1,
}
2 changes: 2 additions & 0 deletions ctis/instruments/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,10 +6,12 @@
AbstractInstrument,
AbstractLinearInstrument,
IdealInstrument,
OptikaInstrument,
)

__all__ = [
"AbstractInstrument",
"AbstractLinearInstrument",
"IdealInstrument",
"OptikaInstrument",
]
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