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Fix aperture weight mask with loaded mask cube (#3358)
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* Track loaded mask cube in cubeviz

* Don't save DQ array as loaded_mask for JWST

* Add extraction test on file with mask

* Codestyle

* Add consideration of loaded mask to aperture weight mask

* Remove duplicate test, codestyle

* Changelog

* Update jdaviz/configs/cubeviz/plugins/tests/test_parsers.py

Co-authored-by: P. L. Lim <[email protected]>

* Cast this as bool here

* Fix tests, address review comments

* adding regression tests to manga mask

* Update jdaviz/configs/cubeviz/plugins/spectral_extraction/spectral_extraction.py

Co-authored-by: Brett M. Morris <[email protected]>

---------

Co-authored-by: P. L. Lim <[email protected]>
Co-authored-by: Brett M. Morris <[email protected]>
Co-authored-by: Brett M. Morris <[email protected]>
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4 people authored Dec 16, 2024
1 parent 1373414 commit 92390e2
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Showing 3 changed files with 46 additions and 14 deletions.
2 changes: 1 addition & 1 deletion CHANGES.rst
Original file line number Diff line number Diff line change
Expand Up @@ -120,7 +120,7 @@ Cubeviz

- Fixed initializing a Gaussian1D model component when ``Cube Fit`` is toggled on. [#3295]

- Spectral extraction now correctly respects the loaded mask cube. [#3319]
- Spectral extraction now correctly respects the loaded mask cube. [#3319, #3358]

Imviz
^^^^^
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Original file line number Diff line number Diff line change
Expand Up @@ -386,14 +386,17 @@ def slice_display_unit(self):
return astropy.units.Unit(self.app._get_display_unit(self.slice_display_unit_name))

@property
def mask_non_science(self):
def inverted_mask_non_science(self):
# Aperture masks begin by removing from consideration any pixel
# set to NaN, which corresponds to a pixel on the "non-science" portions
# of the detector. For JWST spectral cubes, these pixels are also marked in
# the DQ array with flag `513`.
return np.logical_not(
np.isnan(self.dataset.selected_obj.flux.value)
).astype(float)
# the DQ array with flag `513`. Also respect the loaded mask, if it exists.
# This "inverted mask" is `True` where the data are included, `False` where excluded.
mask_non_science = np.isnan(self.dataset.selected_obj.flux.value)
if self.mask_cube is not None:
mask_non_science = np.logical_or(self.mask_cube.get_component('flux').data,
mask_non_science)
return np.logical_not(mask_non_science).astype(float)

@property
def aperture_weight_mask(self):
Expand All @@ -402,10 +405,10 @@ def aperture_weight_mask(self):
# wavelength, on the range [0, 1].
if self.aperture.selected == self.aperture.default_text:
# Entire Cube
return self.mask_non_science
return self.inverted_mask_non_science

return (
self.mask_non_science *
self.inverted_mask_non_science *
self.aperture.get_mask(
self.dataset.selected_obj,
self.aperture_method_selected,
Expand All @@ -421,7 +424,7 @@ def bg_weight_mask(self):
return np.zeros_like(self.dataset.selected_obj.flux.value)

return (
self.mask_non_science *
self.inverted_mask_non_science *
self.background.get_mask(
self.dataset.selected_obj,
self.aperture_method_selected,
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39 changes: 34 additions & 5 deletions jdaviz/configs/cubeviz/plugins/tests/test_parsers.py
Original file line number Diff line number Diff line change
Expand Up @@ -209,8 +209,34 @@ def test_numpy_cube(cubeviz_helper):
assert flux.units == 'ct / pix2'


def test_loading_with_mask(cubeviz_helper):
# This also tests that spaxel is converted to pix**2
custom_spec = Spectrum1D(flux=[[[20, 1], [9, 1]], [[3, 1], [6, np.nan]]] * u.Unit("erg / Angstrom s cm**2 spaxel"), # noqa
spectral_axis=[1, 2]*u.AA,
mask=[[[1, 0], [0, 0]], [[0, 0], [0, 0]]])
cubeviz_helper.load_data(custom_spec)

uc = cubeviz_helper.plugins['Unit Conversion']
uc.spectral_y_type = "Surface Brightness"

se = cubeviz_helper.plugins['Spectral Extraction']
se.function = "Mean"
se.extract()
extracted = cubeviz_helper.get_data("Spectrum (mean)")
assert_allclose(extracted.flux.value, [6, 1])
assert extracted.unit == u.Unit("erg / Angstrom s cm**2 pix**2")


@pytest.mark.remote_data
def test_manga_cube(cubeviz_helper):
@pytest.mark.parametrize(
'function, expected_value,',
(
('Mean', 5.566169e-18),
('Sum', 1.553518e-14),
('Max', 1e20),
)
)
def test_manga_with_mask(cubeviz_helper, function, expected_value):
# Remote data test of loading and extracting an up-to-date (as of 11/19/2024) MaNGA cube
# This also tests that spaxel is converted to pix**2
with warnings.catch_warnings():
Expand All @@ -221,11 +247,14 @@ def test_manga_cube(cubeviz_helper):
uc.spectral_y_type = "Surface Brightness"

se = cubeviz_helper.plugins['Spectral Extraction']
se.function = "Mean"
se.function = function
se.extract()
extracted_max = cubeviz_helper.get_data("Spectrum (mean)").max()
assert_allclose(extracted_max.value, 2.836957E-18)
assert extracted_max.unit == u.Unit("erg / Angstrom s cm**2 pix**2")
extracted_max = cubeviz_helper.get_data(f"Spectrum ({function.lower()})").max()
assert_allclose(extracted_max.value, expected_value, rtol=5e-7)
if function == "Sum":
assert extracted_max.unit == u.Unit("erg / Angstrom s cm**2")
else:
assert extracted_max.unit == u.Unit("erg / Angstrom s cm**2 pix**2")


def test_invalid_data_types(cubeviz_helper):
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