From f8a9c2528639efa2d1985a5ad7c05fee17f38542 Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Mon, 23 Sep 2024 22:11:40 -0400 Subject: [PATCH 01/11] Update PassbandGroup unit tests to make use of LSST tables in unit test data --- src/tdastro/astro_utils/passbands.py | 11 ++- .../astro_utils/test_passband_groups.py | 76 +++++++++---------- 2 files changed, 48 insertions(+), 39 deletions(-) diff --git a/src/tdastro/astro_utils/passbands.py b/src/tdastro/astro_utils/passbands.py index 22e2092f..f7e37ada 100644 --- a/src/tdastro/astro_utils/passbands.py +++ b/src/tdastro/astro_utils/passbands.py @@ -87,7 +87,16 @@ def _load_preset(self, preset: str, **kwargs) -> None: **kwargs Additional keyword arguments to pass to the Passband constructor. """ - if preset == "LSST": + if preset == "LSST" and "table_path" in kwargs: + self.passbands = { + "LSST_u": Passband("LSST", "u", **{**kwargs, "table_path": kwargs["table_path"] + "/u.dat"}), + "LSST_g": Passband("LSST", "g", **{**kwargs, "table_path": kwargs["table_path"] + "/g.dat"}), + "LSST_r": Passband("LSST", "r", **{**kwargs, "table_path": kwargs["table_path"] + "/r.dat"}), + "LSST_i": Passband("LSST", "i", **{**kwargs, "table_path": kwargs["table_path"] + "/i.dat"}), + "LSST_z": Passband("LSST", "z", **{**kwargs, "table_path": kwargs["table_path"] + "/z.dat"}), + "LSST_y": Passband("LSST", "y", **{**kwargs, "table_path": kwargs["table_path"] + "/y.dat"}), + } + elif preset == "LSST": self.passbands = { "LSST_u": Passband("LSST", "u", **kwargs), "LSST_g": Passband("LSST", "g", **kwargs), diff --git a/tests/tdastro/astro_utils/test_passband_groups.py b/tests/tdastro/astro_utils/test_passband_groups.py index a283ae9c..b5b69126 100644 --- a/tests/tdastro/astro_utils/test_passband_groups.py +++ b/tests/tdastro/astro_utils/test_passband_groups.py @@ -1,8 +1,6 @@ -from unittest.mock import patch - import numpy as np import pytest -from tdastro.astro_utils.passbands import Passband, PassbandGroup +from tdastro.astro_utils.passbands import PassbandGroup def create_passband_group(path, delta_wave=5.0, trim_quantile=None): @@ -37,41 +35,41 @@ def create_passband_group(path, delta_wave=5.0, trim_quantile=None): return PassbandGroup(passband_parameters=passbands) -def test_passband_group_init(tmp_path): +def create_lsst_passband_group(passbands_dir, delta_wave=5.0, trim_quantile=None): + """Helper function to create a PassbandGroup object for LSST passbands, using transmission tables + included in the test data directory.""" + return PassbandGroup( + preset="LSST", table_path=passbands_dir, delta_wave=delta_wave, trim_quantile=trim_quantile + ) + + +def test_passband_group_init(tmp_path, passbands_dir): """Test the initialization of the Passband class, and implicitly, _load_preset.""" # Test that we cannot create an empty PassbandGroup object with pytest.raises(ValueError): _ = PassbandGroup() # Test that the PassbandGroup class can be initialized with a preset - # Mock the transmission table files at passbands/LSST/.dat using patch - transmission_table_array = np.array([[100, 0.5], [200, 0.75], [300, 0.25]]) - - def mock_load_transmission_table(self, **kwargs): - self._loaded_table = transmission_table_array - - with patch.object(Passband, "_load_transmission_table", new=mock_load_transmission_table): - lsst_passband_group = PassbandGroup(preset="LSST") - assert len(lsst_passband_group.passbands) == 6 - assert "LSST_u" in lsst_passband_group.passbands - assert "LSST_g" in lsst_passband_group.passbands - assert "LSST_r" in lsst_passband_group.passbands - assert "LSST_i" in lsst_passband_group.passbands - assert "LSST_z" in lsst_passband_group.passbands - assert "LSST_y" in lsst_passband_group.passbands - - # Test that the PassbandGroup class can be initialized with a list of Passband objects - with patch.object(Passband, "_load_transmission_table", new=mock_load_transmission_table): - lsst_gri_passbands = [ - {"survey": "LSST", "filter_name": "g"}, - {"survey": "LSST", "filter_name": "r"}, - {"survey": "LSST", "filter_name": "i"}, - ] - lsst_gri_passband_group = PassbandGroup(passband_parameters=lsst_gri_passbands) - assert len(lsst_gri_passband_group.passbands) == 3 - assert "LSST_g" in lsst_gri_passband_group.passbands - assert "LSST_r" in lsst_gri_passband_group.passbands - assert "LSST_i" in lsst_gri_passband_group.passbands + lsst_passband_group = create_lsst_passband_group(f"{passbands_dir}/LSST") + assert len(lsst_passband_group.passbands) == 6 + assert "LSST_u" in lsst_passband_group.passbands + assert "LSST_g" in lsst_passband_group.passbands + assert "LSST_r" in lsst_passband_group.passbands + assert "LSST_i" in lsst_passband_group.passbands + assert "LSST_z" in lsst_passband_group.passbands + assert "LSST_y" in lsst_passband_group.passbands + + # Test that the PassbandGroup class can be initialized with a dict of passband parameters + lsst_gri_passband_parameters = [ + {"survey": "LSST", "filter_name": "g", "table_path": f"{passbands_dir}/LSST/g.dat"}, + {"survey": "LSST", "filter_name": "r", "table_path": f"{passbands_dir}/LSST/r.dat"}, + {"survey": "LSST", "filter_name": "i", "table_path": f"{passbands_dir}/LSST/i.dat"}, + ] + lsst_gri_passband_group = PassbandGroup(passband_parameters=lsst_gri_passband_parameters) + assert len(lsst_gri_passband_group.passbands) == 3 + assert "LSST_g" in lsst_gri_passband_group.passbands + assert "LSST_r" in lsst_gri_passband_group.passbands + assert "LSST_i" in lsst_gri_passband_group.passbands # Test that our helper function creates a PassbandGroup object with the expected passbands test_passband_group = create_passband_group(tmp_path) @@ -93,17 +91,19 @@ def mock_load_transmission_table(self, **kwargs): raise AssertionError("PassbandGroup should raise an error for an unknown preset") -def test_passband_group_str(tmp_path): +def test_passband_group_str(passbands_dir): """Test the __str__ method of the PassbandGroup class.""" # Test that the __str__ method returns the expected string with custom passbands - test_passband_group = create_passband_group(tmp_path) - assert str(test_passband_group) == "PassbandGroup containing 3 passbands: TEST_a, TEST_b, TEST_c" + test_passband_group = create_lsst_passband_group(passbands_dir) + assert str(test_passband_group) == ( + "PassbandGroup containing 6 passbands: LSST_u, LSST_g, LSST_r, LSST_i, LSST_z, LSST_y" + ) -def test_passband_group_fluxes_to_bandfluxes(tmp_path): +def test_passband_group_fluxes_to_bandfluxes(passbands_dir): """Test the fluxes_to_bandfluxes method of the PassbandGroup class.""" # Test with simple passband group - test_passband_group = create_passband_group(tmp_path, delta_wave=20, trim_quantile=None) + test_passband_group = create_lsst_passband_group(passbands_dir, delta_wave=20, trim_quantile=None) # Create some mock flux data with the same number of columns as wavelengths in our PassbandGroup flux = np.linspace(test_passband_group.waves * 10, 100, 5) @@ -111,7 +111,7 @@ def test_passband_group_fluxes_to_bandfluxes(tmp_path): bandfluxes = test_passband_group.fluxes_to_bandfluxes(flux) # Check structure of result is as expected - assert len(bandfluxes) == 3 + assert len(bandfluxes) == 6 for band_name in test_passband_group.passbands: assert band_name in bandfluxes assert bandfluxes[band_name].shape == (5,) From 0a14bcb67c99a3a8679f52a58884a2324c5e1f14 Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Wed, 25 Sep 2024 13:07:53 -0400 Subject: [PATCH 02/11] Replace transmission table files; run os.makedirs regardless of if we're using default dir or not --- src/tdastro/astro_utils/passbands.py | 3 +- tests/tdastro/data/passbands/LSST/g.dat | 9 +- tests/tdastro/data/passbands/LSST/i.dat | 10078 ++++----------------- tests/tdastro/data/passbands/LSST/r.dat | 10198 ++++----------------- tests/tdastro/data/passbands/LSST/u.dat | 9394 ++----------------- tests/tdastro/data/passbands/LSST/y.dat | 10414 ++++------------------ tests/tdastro/data/passbands/LSST/z.dat | 9864 +++----------------- 7 files changed, 7411 insertions(+), 42549 deletions(-) diff --git a/src/tdastro/astro_utils/passbands.py b/src/tdastro/astro_utils/passbands.py index f7e37ada..2de3362b 100644 --- a/src/tdastro/astro_utils/passbands.py +++ b/src/tdastro/astro_utils/passbands.py @@ -271,9 +271,10 @@ def _load_transmission_table(self, force_download: bool = False) -> None: self.table_path = os.path.join( os.path.dirname(__file__), f"passbands/{self.survey}/{self.filter_name}.dat" ) - os.makedirs(os.path.dirname(self.table_path), exist_ok=True) + os.makedirs(os.path.dirname(self.table_path), exist_ok=True) if force_download or not os.path.exists(self.table_path): self._download_transmission_table() + # Load the table file try: loaded_table = np.loadtxt(self.table_path) diff --git a/tests/tdastro/data/passbands/LSST/g.dat b/tests/tdastro/data/passbands/LSST/g.dat index 5fff70c5..87310821 100644 --- a/tests/tdastro/data/passbands/LSST/g.dat +++ b/tests/tdastro/data/passbands/LSST/g.dat @@ -1,10 +1,3 @@ -# LSST Throughputs files created from syseng_throughputs repo -# Version 1.9 -# sha1 fcc05772f99427e4a45cd1b9da1628dded9a06d5 -# Aerosols added to atmosphere -# Wavelen_cutoff_BLUE 385.60 -# Wavelen_cutoff_RED 566.30 -# Wavelength(nm) Throughput(0-1) 3864 4.99572e-14 3865 0.000254262 3866 0.000509039 @@ -1810,4 +1803,4 @@ 5666 0.00328341 5667 0.00247378 5668 0.00166397 -5669 0.000832081 \ No newline at end of file +5669 0.000832081 diff --git a/tests/tdastro/data/passbands/LSST/i.dat b/tests/tdastro/data/passbands/LSST/i.dat index d422703e..50d329a6 100644 --- a/tests/tdastro/data/passbands/LSST/i.dat +++ b/tests/tdastro/data/passbands/LSST/i.dat 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b/tests/tdastro/data/passbands/LSST/y.dat index 652d48d6..96c9cc13 100644 --- a/tests/tdastro/data/passbands/LSST/y.dat +++ b/tests/tdastro/data/passbands/LSST/y.dat @@ -1,8508 +1,1906 @@ -# LSST Throughputs files created from syseng_throughputs repo -# Version 1.9 -# sha1 fcc05772f99427e4a45cd1b9da1628dded9a06d5 -# Aerosols added to atmosphere -# Wavelen_cutoff_BLUE 907.50 -# Wavelen_cutoff_RED 1100.00 -# Wavelength(nm) Throughput(0-1) -300.0 0.0 -300.1 0.0 -300.20000000000005 0.0 -300.30000000000007 0.0 -300.4000000000001 0.0 -300.5000000000001 0.0 -300.60000000000014 0.0 -300.70000000000016 0.0 -300.8000000000002 0.0 -300.9000000000002 0.0 -301.0000000000002 0.0 -301.10000000000025 0.0 -301.2000000000003 0.0 -301.3000000000003 0.0 -301.4000000000003 0.0 -301.50000000000034 0.0 -301.60000000000036 0.0 -301.7000000000004 0.0 -301.8000000000004 0.0 -301.90000000000043 0.0 -302.00000000000045 0.0 -302.1000000000005 0.0 -302.2000000000005 0.0 -302.3000000000005 0.0 -302.40000000000055 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0.0265254 +9332 0.0254297 +9333 0.0243474 +9334 0.0232783 +9335 0.0224355 +9336 0.0212302 +9337 0.0202838 +9338 0.0193597 +9339 0.0184472 +9340 0.0175576 +9341 0.0169884 +9342 0.0164278 +9343 0.0158659 +9344 0.0153129 +9345 0.0147687 +9346 0.0148423 +9347 0.0149023 +9348 0.0149389 +9349 0.0149411 +9350 0.0149195 +9351 0.014612 +9352 0.0142979 +9353 0.0139655 +9354 0.0136265 +9355 0.0132924 +9356 0.0127436 +9357 0.012191 +9358 0.0116464 +9359 0.0111212 +9360 0.0106037 +9361 0.0102037 +9362 0.00980121 +9363 0.00939626 +9364 0.00898884 +9365 0.00859039 +9366 0.00811647 +9367 0.00763658 +9368 0.00716216 +9369 0.00670433 +9370 0.00625181 +9371 0.00588652 +9372 0.00551304 +9373 0.0051428 +9374 0.00476463 +9375 0.00436694 +9376 0.00393705 +9377 0.00350456 +9378 0.00306947 +9379 0.00264356 +9380 0.00221515 +9381 0.00177378 +9382 0.00132917 +9383 0.000893246 +9384 0.000454184 +9385 0.000227893 From c52dba1f93d43814e5fd0af879a3adff6ecff444 Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Wed, 25 Sep 2024 14:30:44 -0400 Subject: [PATCH 03/11] Updating tests --- .../astro_utils/test_passband_groups.py | 123 ++++++++++++------ tests/tdastro/sources/test_snia.py | 2 - 2 files changed, 86 insertions(+), 39 deletions(-) diff --git a/tests/tdastro/astro_utils/test_passband_groups.py b/tests/tdastro/astro_utils/test_passband_groups.py index b5b69126..6b3a4ffb 100644 --- a/tests/tdastro/astro_utils/test_passband_groups.py +++ b/tests/tdastro/astro_utils/test_passband_groups.py @@ -1,6 +1,9 @@ +from unittest.mock import patch + import numpy as np import pytest -from tdastro.astro_utils.passbands import PassbandGroup +from tdastro.astro_utils.passbands import Passband, PassbandGroup +from tdastro.sources.spline_model import SplineModel def create_passband_group(path, delta_wave=5.0, trim_quantile=None): @@ -35,41 +38,41 @@ def create_passband_group(path, delta_wave=5.0, trim_quantile=None): return PassbandGroup(passband_parameters=passbands) -def create_lsst_passband_group(passbands_dir, delta_wave=5.0, trim_quantile=None): - """Helper function to create a PassbandGroup object for LSST passbands, using transmission tables - included in the test data directory.""" - return PassbandGroup( - preset="LSST", table_path=passbands_dir, delta_wave=delta_wave, trim_quantile=trim_quantile - ) - - -def test_passband_group_init(tmp_path, passbands_dir): +def test_passband_group_init(tmp_path): """Test the initialization of the Passband class, and implicitly, _load_preset.""" # Test that we cannot create an empty PassbandGroup object with pytest.raises(ValueError): _ = PassbandGroup() # Test that the PassbandGroup class can be initialized with a preset - lsst_passband_group = create_lsst_passband_group(f"{passbands_dir}/LSST") - assert len(lsst_passband_group.passbands) == 6 - assert "LSST_u" in lsst_passband_group.passbands - assert "LSST_g" in lsst_passband_group.passbands - assert "LSST_r" in lsst_passband_group.passbands - assert "LSST_i" in lsst_passband_group.passbands - assert "LSST_z" in lsst_passband_group.passbands - assert "LSST_y" in lsst_passband_group.passbands - - # Test that the PassbandGroup class can be initialized with a dict of passband parameters - lsst_gri_passband_parameters = [ - {"survey": "LSST", "filter_name": "g", "table_path": f"{passbands_dir}/LSST/g.dat"}, - {"survey": "LSST", "filter_name": "r", "table_path": f"{passbands_dir}/LSST/r.dat"}, - {"survey": "LSST", "filter_name": "i", "table_path": f"{passbands_dir}/LSST/i.dat"}, - ] - lsst_gri_passband_group = PassbandGroup(passband_parameters=lsst_gri_passband_parameters) - assert len(lsst_gri_passband_group.passbands) == 3 - assert "LSST_g" in lsst_gri_passband_group.passbands - assert "LSST_r" in lsst_gri_passband_group.passbands - assert "LSST_i" in lsst_gri_passband_group.passbands + # Mock the transmission table files at passbands/LSST/.dat using patch + transmission_table_array = np.array([[100, 0.5], [200, 0.75], [300, 0.25]]) + + def mock_load_transmission_table(self, **kwargs): + self._loaded_table = transmission_table_array + + with patch.object(Passband, "_load_transmission_table", new=mock_load_transmission_table): + lsst_passband_group = PassbandGroup(preset="LSST") + assert len(lsst_passband_group.passbands) == 6 + assert "LSST_u" in lsst_passband_group.passbands + assert "LSST_g" in lsst_passband_group.passbands + assert "LSST_r" in lsst_passband_group.passbands + assert "LSST_i" in lsst_passband_group.passbands + assert "LSST_z" in lsst_passband_group.passbands + assert "LSST_y" in lsst_passband_group.passbands + + # Test that the PassbandGroup class can be initialized with a list of Passband objects + with patch.object(Passband, "_load_transmission_table", new=mock_load_transmission_table): + lsst_gri_passbands = [ + {"survey": "LSST", "filter_name": "g"}, + {"survey": "LSST", "filter_name": "r"}, + {"survey": "LSST", "filter_name": "i"}, + ] + lsst_gri_passband_group = PassbandGroup(passband_parameters=lsst_gri_passbands) + assert len(lsst_gri_passband_group.passbands) == 3 + assert "LSST_g" in lsst_gri_passband_group.passbands + assert "LSST_r" in lsst_gri_passband_group.passbands + assert "LSST_i" in lsst_gri_passband_group.passbands # Test that our helper function creates a PassbandGroup object with the expected passbands test_passband_group = create_passband_group(tmp_path) @@ -91,19 +94,41 @@ def test_passband_group_init(tmp_path, passbands_dir): raise AssertionError("PassbandGroup should raise an error for an unknown preset") -def test_passband_group_str(passbands_dir): +def test_passband_group_str(tmp_path): """Test the __str__ method of the PassbandGroup class.""" # Test that the __str__ method returns the expected string with custom passbands - test_passband_group = create_lsst_passband_group(passbands_dir) - assert str(test_passband_group) == ( - "PassbandGroup containing 6 passbands: LSST_u, LSST_g, LSST_r, LSST_i, LSST_z, LSST_y" + test_passband_group = create_passband_group(tmp_path) + assert str(test_passband_group) == "PassbandGroup containing 3 passbands: TEST_a, TEST_b, TEST_c" + + +def test_passband_group_calculate_in_band_wave_indices(tmp_path): + """Test the calculate_in_band_wave_indices method of the PassbandGroup class.""" + # Test with simple passband group + test_passband_group = create_passband_group(tmp_path, delta_wave=20, trim_quantile=None) + + passband_A = test_passband_group.passbands["TEST_a"] + passband_B = test_passband_group.passbands["TEST_b"] + passband_C = test_passband_group.passbands["TEST_c"] + + # Note that passband_A and passband_B have overlapping wavelength ranges + # Where passband_A covers 100-300 and passband_B covers 250-350 (and passband_C covers 400-600) + assert np.allclose(passband_A._in_band_wave_indices, np.array([0, 1, 2, 3, 4, 5, 6, 7, 9, 11, 13])) + assert np.allclose(passband_A.waves, test_passband_group.waves[passband_A._in_band_wave_indices]) + + assert np.allclose(passband_B._in_band_wave_indices, np.array([8, 10, 12, 14, 15, 16])) + assert np.allclose(passband_B.waves, test_passband_group.waves[passband_B._in_band_wave_indices]) + + assert passband_C._in_band_wave_indices == (17, 28) + assert np.allclose( + passband_C.waves, + test_passband_group.waves[passband_C._in_band_wave_indices[0] : passband_C._in_band_wave_indices[1]], ) -def test_passband_group_fluxes_to_bandfluxes(passbands_dir): +def test_passband_group_fluxes_to_bandfluxes(tmp_path): """Test the fluxes_to_bandfluxes method of the PassbandGroup class.""" # Test with simple passband group - test_passband_group = create_lsst_passband_group(passbands_dir, delta_wave=20, trim_quantile=None) + test_passband_group = create_passband_group(tmp_path, delta_wave=20, trim_quantile=None) # Create some mock flux data with the same number of columns as wavelengths in our PassbandGroup flux = np.linspace(test_passband_group.waves * 10, 100, 5) @@ -111,7 +136,31 @@ def test_passband_group_fluxes_to_bandfluxes(passbands_dir): bandfluxes = test_passband_group.fluxes_to_bandfluxes(flux) # Check structure of result is as expected - assert len(bandfluxes) == 6 + assert len(bandfluxes) == 3 for band_name in test_passband_group.passbands: assert band_name in bandfluxes assert bandfluxes[band_name].shape == (5,) + + +def test_passband_group_wrapped_from_physical_source(tmp_path): + """Test get_band_fluxes, PhysicalModel's wrapped version of PassbandGroup's fluxes_to_bandfluxes.""" + times = np.array([1.0, 2.0, 3.0]) + wavelengths = np.array([10.0, 20.0, 30.0]) + fluxes = np.array([[1.0, 5.0, 1.0], [5.0, 10.0, 5.0], [1.0, 5.0, 3.0]]) + model = SplineModel(times, wavelengths, fluxes, time_degree=1, wave_degree=1) + state = model.sample_parameters() + + test_times = np.array([1.0, 1.5, 2.0, 2.5, 3.0, 3.5]) + + # Try with a passband group (see Passband tests for single-band tests) + test_passband_group = create_passband_group(tmp_path, delta_wave=20, trim_quantile=None) + + result_from_source_model = model.get_band_fluxes(test_passband_group, test_times, state) + + evaluated_fluxes = model.evaluate(test_times, test_passband_group.waves, state) + result_from_passband_group = test_passband_group.fluxes_to_bandfluxes(evaluated_fluxes) + + # Check the two dicts are the same + assert result_from_source_model.keys() == result_from_passband_group.keys() + for key in result_from_source_model: + np.testing.assert_allclose(result_from_source_model[key], result_from_passband_group[key]) diff --git a/tests/tdastro/sources/test_snia.py b/tests/tdastro/sources/test_snia.py index bd27f6ad..e873946e 100644 --- a/tests/tdastro/sources/test_snia.py +++ b/tests/tdastro/sources/test_snia.py @@ -135,13 +135,11 @@ def test_snia_end2end( "survey": "LSST", "filter_name": "u", "table_path": f"{passbands_dir}/LSST/u.dat", - "units": "nm", }, { "survey": "LSST", "filter_name": "r", "table_path": f"{passbands_dir}/LSST/r.dat", - "units": "nm", }, ], delta_wave=1, From b9f6935e2082a91c2b6bf2247537c68da5723083 Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Thu, 26 Sep 2024 15:13:23 -0400 Subject: [PATCH 04/11] Finish adding LSST unit tests; add table_dir arg to PassbandGroups --- src/tdastro/astro_utils/passbands.py | 44 ++-- .../astro_utils/test_passband_groups.py | 204 ++++++++++-------- tests/tdastro/astro_utils/test_passbands.py | 167 ++++++++++---- 3 files changed, 266 insertions(+), 149 deletions(-) diff --git a/src/tdastro/astro_utils/passbands.py b/src/tdastro/astro_utils/passbands.py index dab900f2..32f52838 100644 --- a/src/tdastro/astro_utils/passbands.py +++ b/src/tdastro/astro_utils/passbands.py @@ -19,6 +19,8 @@ class PassbandGroup: ---------- passbands : dict of Passband A dictionary of Passband objects, where the keys are the full_names of the passbands (eg, "LSST_u"). + table_dir : str + The path to the directory containing the passband tables. waves : np.ndarray The union of all wavelengths in the passbands. """ @@ -26,7 +28,8 @@ class PassbandGroup: def __init__( self, preset: str = None, - passband_parameters: list = None, + passband_parameters: Optional[list] = None, + table_dir: Optional[str] = None, **kwargs, ): """Construct a PassbandGroup object. @@ -35,6 +38,10 @@ def __init__( ---------- preset : str, optional A pre-defined set of passbands to load. + table_dir : str, optional + The path to the directory containing the passband tables. Table paths will be set to + {table_dir}/{survey}/{filter_name}.dat. If None, the table path will be set to a default + path. passband_parameters : list of dict, optional A list of dictionaries of passband parameters used to create Passband objects. Each dictionary must contain the following: @@ -57,7 +64,7 @@ def __init__( raise ValueError("PassbandGroup must be initialized with either a preset or passband_parameters.") if preset is not None: - self._load_preset(preset, **kwargs) + self._load_preset(preset, table_dir=table_dir, **kwargs) if passband_parameters is not None: for parameters in passband_parameters: @@ -78,34 +85,29 @@ def __str__(self) -> str: f"{', '.join(self.passbands.keys())}" ) - def _load_preset(self, preset: str, **kwargs) -> None: + def _load_preset(self, preset: str, table_dir: Optional[str], **kwargs) -> None: """Load a pre-defined set of passbands. Parameters ---------- preset : str The name of the pre-defined set of passbands to load. + table_dir : str, optional + The path to the directory containing the passband tables. Table paths will be set to + table_dir/{survey}/{filter_name}.dat. **kwargs Additional keyword arguments to pass to the Passband constructor. """ - if preset == "LSST" and "table_path" in kwargs: - self.passbands = { - "LSST_u": Passband("LSST", "u", **{**kwargs, "table_path": kwargs["table_path"] + "/u.dat"}), - "LSST_g": Passband("LSST", "g", **{**kwargs, "table_path": kwargs["table_path"] + "/g.dat"}), - "LSST_r": Passband("LSST", "r", **{**kwargs, "table_path": kwargs["table_path"] + "/r.dat"}), - "LSST_i": Passband("LSST", "i", **{**kwargs, "table_path": kwargs["table_path"] + "/i.dat"}), - "LSST_z": Passband("LSST", "z", **{**kwargs, "table_path": kwargs["table_path"] + "/z.dat"}), - "LSST_y": Passband("LSST", "y", **{**kwargs, "table_path": kwargs["table_path"] + "/y.dat"}), - } - elif preset == "LSST": - self.passbands = { - "LSST_u": Passband("LSST", "u", **kwargs), - "LSST_g": Passband("LSST", "g", **kwargs), - "LSST_r": Passband("LSST", "r", **kwargs), - "LSST_i": Passband("LSST", "i", **kwargs), - "LSST_z": Passband("LSST", "z", **kwargs), - "LSST_y": Passband("LSST", "y", **kwargs), - } + if preset == "LSST": + for filter_name in ["u", "g", "r", "i", "z", "y"]: + if table_dir is None: + self.passbands[f"LSST_{filter_name}"] = Passband("LSST", filter_name, **kwargs) + else: + self.passbands[f"LSST_{filter_name}"] = Passband( + "LSST", + filter_name, + **{**kwargs, "table_path": f"{table_dir}/LSST/{filter_name}.dat"}, + ) else: raise ValueError(f"Unknown passband preset: {preset}") diff --git a/tests/tdastro/astro_utils/test_passband_groups.py b/tests/tdastro/astro_utils/test_passband_groups.py index 6b3a4ffb..d6313e07 100644 --- a/tests/tdastro/astro_utils/test_passband_groups.py +++ b/tests/tdastro/astro_utils/test_passband_groups.py @@ -1,15 +1,28 @@ -from unittest.mock import patch - import numpy as np import pytest -from tdastro.astro_utils.passbands import Passband, PassbandGroup +from tdastro.astro_utils.passbands import PassbandGroup from tdastro.sources.spline_model import SplineModel -def create_passband_group(path, delta_wave=5.0, trim_quantile=None): - """Helper function to create a PassbandGroup object for testing.""" +def create_lsst_passband_group(passbands_dir, delta_wave=5.0, trim_quantile=None): + """Helper function to create a PassbandGroup object for LSST passbands, using transmission tables + included in the test data directory.""" + return PassbandGroup( + preset="LSST", table_dir=passbands_dir, delta_wave=delta_wave, trim_quantile=trim_quantile + ) + + +def create_toy_passband_group(path, delta_wave=5.0, trim_quantile=None): + """Helper function to create a toy PassbandGroup object for testing. + + Notable features of this toy passband group: + - Three passbands: A, B, C + - Each transmission table includes only three rows + - Passbands A and B have overlapping wavelength ranges + - Passbands A and C are defined with a 100 unit grid step, while passband B is defined with a 50 unit step + """ # Initialize requirements for PassbandGroup object - survey = "TEST" + survey = "TOY" filter_names = ["a", "b", "c"] table_dir = path / survey table_dir.mkdir() @@ -38,53 +51,12 @@ def create_passband_group(path, delta_wave=5.0, trim_quantile=None): return PassbandGroup(passband_parameters=passbands) -def test_passband_group_init(tmp_path): +def test_passband_group_init(tmp_path, passbands_dir): """Test the initialization of the Passband class, and implicitly, _load_preset.""" # Test that we cannot create an empty PassbandGroup object with pytest.raises(ValueError): _ = PassbandGroup() - # Test that the PassbandGroup class can be initialized with a preset - # Mock the transmission table files at passbands/LSST/.dat using patch - transmission_table_array = np.array([[100, 0.5], [200, 0.75], [300, 0.25]]) - - def mock_load_transmission_table(self, **kwargs): - self._loaded_table = transmission_table_array - - with patch.object(Passband, "_load_transmission_table", new=mock_load_transmission_table): - lsst_passband_group = PassbandGroup(preset="LSST") - assert len(lsst_passband_group.passbands) == 6 - assert "LSST_u" in lsst_passband_group.passbands - assert "LSST_g" in lsst_passband_group.passbands - assert "LSST_r" in lsst_passband_group.passbands - assert "LSST_i" in lsst_passband_group.passbands - assert "LSST_z" in lsst_passband_group.passbands - assert "LSST_y" in lsst_passband_group.passbands - - # Test that the PassbandGroup class can be initialized with a list of Passband objects - with patch.object(Passband, "_load_transmission_table", new=mock_load_transmission_table): - lsst_gri_passbands = [ - {"survey": "LSST", "filter_name": "g"}, - {"survey": "LSST", "filter_name": "r"}, - {"survey": "LSST", "filter_name": "i"}, - ] - lsst_gri_passband_group = PassbandGroup(passband_parameters=lsst_gri_passbands) - assert len(lsst_gri_passband_group.passbands) == 3 - assert "LSST_g" in lsst_gri_passband_group.passbands - assert "LSST_r" in lsst_gri_passband_group.passbands - assert "LSST_i" in lsst_gri_passband_group.passbands - - # Test that our helper function creates a PassbandGroup object with the expected passbands - test_passband_group = create_passband_group(tmp_path) - assert len(test_passband_group.passbands) == 3 - assert "TEST_a" in test_passband_group.passbands - assert "TEST_b" in test_passband_group.passbands - assert "TEST_c" in test_passband_group.passbands - assert np.allclose( - test_passband_group.waves, - np.unique(np.concatenate([np.arange(100, 301, 5), np.arange(250, 351, 5), np.arange(400, 601, 5)])), - ) - # Test that the PassbandGroup class raises an error for an unknown preset try: _ = PassbandGroup(preset="Unknown") @@ -93,56 +65,68 @@ def mock_load_transmission_table(self, **kwargs): else: raise AssertionError("PassbandGroup should raise an error for an unknown preset") + # Test that the PassbandGroup class can be initialized with a preset + lsst_passband_group = create_lsst_passband_group(passbands_dir) + assert len(lsst_passband_group.passbands) == 6 + assert "LSST_u" in lsst_passband_group.passbands + assert "LSST_g" in lsst_passband_group.passbands + assert "LSST_r" in lsst_passband_group.passbands + assert "LSST_i" in lsst_passband_group.passbands + assert "LSST_z" in lsst_passband_group.passbands + assert "LSST_y" in lsst_passband_group.passbands + + # Test that the PassbandGroup class can be initialized with a dict of passband parameters + lsst_gri_passband_parameters = [ + {"survey": "LSST", "filter_name": "g", "table_path": f"{passbands_dir}/LSST/g.dat"}, + {"survey": "LSST", "filter_name": "r", "table_path": f"{passbands_dir}/LSST/r.dat"}, + {"survey": "LSST", "filter_name": "i", "table_path": f"{passbands_dir}/LSST/i.dat"}, + ] + lsst_gri_passband_group = PassbandGroup(passband_parameters=lsst_gri_passband_parameters) + assert len(lsst_gri_passband_group.passbands) == 3 + assert "LSST_g" in lsst_gri_passband_group.passbands + assert "LSST_r" in lsst_gri_passband_group.passbands + assert "LSST_i" in lsst_gri_passband_group.passbands + + # Test our toy passband group, which makes a PassbandGroup using a custom passband parameters dictionary + toy_passband_group = create_toy_passband_group(tmp_path) + assert len(toy_passband_group.passbands) == 3 + assert "TOY_a" in toy_passband_group.passbands + assert "TOY_b" in toy_passband_group.passbands + assert "TOY_c" in toy_passband_group.passbands + assert np.allclose( + toy_passband_group.waves, + np.unique(np.concatenate([np.arange(100, 301, 5), np.arange(250, 351, 5), np.arange(400, 601, 5)])), + ) -def test_passband_group_str(tmp_path): - """Test the __str__ method of the PassbandGroup class.""" - # Test that the __str__ method returns the expected string with custom passbands - test_passband_group = create_passband_group(tmp_path) - assert str(test_passband_group) == "PassbandGroup containing 3 passbands: TEST_a, TEST_b, TEST_c" - - -def test_passband_group_calculate_in_band_wave_indices(tmp_path): - """Test the calculate_in_band_wave_indices method of the PassbandGroup class.""" - # Test with simple passband group - test_passband_group = create_passband_group(tmp_path, delta_wave=20, trim_quantile=None) - - passband_A = test_passband_group.passbands["TEST_a"] - passband_B = test_passband_group.passbands["TEST_b"] - passband_C = test_passband_group.passbands["TEST_c"] - # Note that passband_A and passband_B have overlapping wavelength ranges - # Where passband_A covers 100-300 and passband_B covers 250-350 (and passband_C covers 400-600) - assert np.allclose(passband_A._in_band_wave_indices, np.array([0, 1, 2, 3, 4, 5, 6, 7, 9, 11, 13])) - assert np.allclose(passband_A.waves, test_passband_group.waves[passband_A._in_band_wave_indices]) - - assert np.allclose(passband_B._in_band_wave_indices, np.array([8, 10, 12, 14, 15, 16])) - assert np.allclose(passband_B.waves, test_passband_group.waves[passband_B._in_band_wave_indices]) +def test_passband_group_str(passbands_dir, tmp_path): + """Test the __str__ method of the PassbandGroup class.""" + toy_passband_group = create_toy_passband_group(tmp_path) + assert str(toy_passband_group) == "PassbandGroup containing 3 passbands: TOY_a, TOY_b, TOY_c" - assert passband_C._in_band_wave_indices == (17, 28) - assert np.allclose( - passband_C.waves, - test_passband_group.waves[passband_C._in_band_wave_indices[0] : passband_C._in_band_wave_indices[1]], + lsst_passband_group = create_lsst_passband_group(passbands_dir) + assert str(lsst_passband_group) == ( + "PassbandGroup containing 6 passbands: LSST_u, LSST_g, LSST_r, LSST_i, LSST_z, LSST_y" ) -def test_passband_group_fluxes_to_bandfluxes(tmp_path): +def test_passband_group_fluxes_to_bandfluxes(passbands_dir): """Test the fluxes_to_bandfluxes method of the PassbandGroup class.""" # Test with simple passband group - test_passband_group = create_passband_group(tmp_path, delta_wave=20, trim_quantile=None) + lsst_passband_group = create_lsst_passband_group(passbands_dir, delta_wave=20, trim_quantile=None) # Create some mock flux data with the same number of columns as wavelengths in our PassbandGroup - flux = np.linspace(test_passband_group.waves * 10, 100, 5) + flux = np.linspace(lsst_passband_group.waves * 10, 100, 5) + bandfluxes = lsst_passband_group.fluxes_to_bandfluxes(flux) - bandfluxes = test_passband_group.fluxes_to_bandfluxes(flux) - - # Check structure of result is as expected - assert len(bandfluxes) == 3 - for band_name in test_passband_group.passbands: + # Check structure of result is as expected (see Passband tests for value tests) + assert len(bandfluxes) == 6 + for band_name in lsst_passband_group.passbands: assert band_name in bandfluxes assert bandfluxes[band_name].shape == (5,) -def test_passband_group_wrapped_from_physical_source(tmp_path): +def test_passband_group_wrapped_from_physical_source(passbands_dir, tmp_path): """Test get_band_fluxes, PhysicalModel's wrapped version of PassbandGroup's fluxes_to_bandfluxes.""" times = np.array([1.0, 2.0, 3.0]) wavelengths = np.array([10.0, 20.0, 30.0]) @@ -152,15 +136,59 @@ def test_passband_group_wrapped_from_physical_source(tmp_path): test_times = np.array([1.0, 1.5, 2.0, 2.5, 3.0, 3.5]) - # Try with a passband group (see Passband tests for single-band tests) - test_passband_group = create_passband_group(tmp_path, delta_wave=20, trim_quantile=None) + # Test wrapper with a PassbandGroup as input (see Passband tests for single-band tests) + # Using LSST passband group: + lsst_passband_group = create_lsst_passband_group(passbands_dir, delta_wave=20, trim_quantile=None) + result_from_source_model = model.get_band_fluxes(lsst_passband_group, test_times, state) + evaluated_fluxes = model.evaluate(test_times, lsst_passband_group.waves, state) + result_from_passband_group = lsst_passband_group.fluxes_to_bandfluxes(evaluated_fluxes) - result_from_source_model = model.get_band_fluxes(test_passband_group, test_times, state) + # Check the two dicts are the same + assert result_from_source_model.keys() == result_from_passband_group.keys() + for key in result_from_source_model: + np.testing.assert_allclose(result_from_source_model[key], result_from_passband_group[key]) - evaluated_fluxes = model.evaluate(test_times, test_passband_group.waves, state) - result_from_passband_group = test_passband_group.fluxes_to_bandfluxes(evaluated_fluxes) + # Using toy passband group: + toy_passband_group = create_toy_passband_group(tmp_path, delta_wave=20, trim_quantile=None) + result_from_source_model = model.get_band_fluxes(toy_passband_group, test_times, state) + evaluated_fluxes = model.evaluate(test_times, toy_passband_group.waves, state) + result_from_passband_group = toy_passband_group.fluxes_to_bandfluxes(evaluated_fluxes) # Check the two dicts are the same assert result_from_source_model.keys() == result_from_passband_group.keys() for key in result_from_source_model: np.testing.assert_allclose(result_from_source_model[key], result_from_passband_group[key]) + + +def test_passband_group_calculate_in_band_wave_indices(passbands_dir, tmp_path): + """Test the calculate_in_band_wave_indices method of the PassbandGroup class using both toy and LSST + transmission tables.""" + # Using LSST passband group: + lsst_passband_group = create_lsst_passband_group(passbands_dir, delta_wave=20, trim_quantile=None) + + # Make sure group.waves contains the union of all passband waves with no duplicates or other values + assert np.allclose( + lsst_passband_group.waves, + np.unique(np.concatenate([passband.waves for passband in lsst_passband_group.passbands.values()])), + ) + + # Using toy passband group: + toy_passband_group = create_toy_passband_group(tmp_path, delta_wave=20, trim_quantile=None) + + passband_A = toy_passband_group.passbands["TOY_a"] + passband_B = toy_passband_group.passbands["TOY_b"] + passband_C = toy_passband_group.passbands["TOY_c"] + + # Note that passband_A and passband_B have overlapping wavelength ranges + # Where passband_A covers 100-300 and passband_B covers 250-350 (and passband_C covers 400-600) + assert np.allclose(passband_A._in_band_wave_indices, np.array([0, 1, 2, 3, 4, 5, 6, 7, 9, 11, 13])) + assert np.allclose(passband_A.waves, toy_passband_group.waves[passband_A._in_band_wave_indices]) + + assert np.allclose(passband_B._in_band_wave_indices, np.array([8, 10, 12, 14, 15, 16])) + assert np.allclose(passband_B.waves, toy_passband_group.waves[passband_B._in_band_wave_indices]) + + assert passband_C._in_band_wave_indices == (17, 28) + assert np.allclose( + passband_C.waves, + toy_passband_group.waves[passband_C._in_band_wave_indices[0] : passband_C._in_band_wave_indices[1]], + ) diff --git a/tests/tdastro/astro_utils/test_passbands.py b/tests/tdastro/astro_utils/test_passbands.py index 7f45b15b..b83316f3 100644 --- a/tests/tdastro/astro_utils/test_passbands.py +++ b/tests/tdastro/astro_utils/test_passbands.py @@ -1,3 +1,4 @@ +import os from unittest.mock import patch import numpy as np @@ -6,7 +7,28 @@ from tdastro.sources.spline_model import SplineModel -def test_passband_init(): +def create_lsst_passband(path, filter_name, **kwargs): + """Helper function to create an LSST Passband object for testing.""" + survey = "LSST" + table_path = f"{path}/{survey}/{filter_name}.dat" + return Passband(survey, filter_name, table_path=table_path, **kwargs) + + +def create_toy_passband(path, transmission_table, filter_name="a", **kwargs): + """Helper function to create a toy Passband object for testing.""" + survey = "TOY" + table_path = f"{path}/{survey}/{filter_name}.dat" + os.makedirs(os.path.dirname(table_path), exist_ok=True) + + # Create a transmission table file + with open(table_path, "w") as f: + f.write(transmission_table) + + # Create a Passband object + return Passband(survey, filter_name, table_path=table_path, **kwargs) + + +def test_passband_init(passbands_dir, tmp_path): """Test the initialization of the Passband class.""" # Test we get a TypeError if we don't provide a survey and filter_name with pytest.raises(TypeError): @@ -17,7 +39,17 @@ def test_passband_init(): with pytest.raises(NotImplementedError): a_band = Passband("TEST", "a") - # Test that the Passband class can be initialized with a survey and filter_name + # Test that the Passband class can be initialized with an existing LSST tranmission table in test data + LSST_u = create_lsst_passband(passbands_dir, "u") # noqa: F841 + assert LSST_u.survey == "LSST" + assert LSST_u.filter_name == "u" + assert LSST_u.full_name == "LSST_u" + assert LSST_u.table_path == f"{passbands_dir}/LSST/u.dat" + assert LSST_u.table_url is None + assert LSST_u._loaded_table is not None + assert LSST_u.waves is not None + + # Test that the Passband class can be initialized with a custom survey and filter_name # Mock a transmission table file that we'll "find" at passbands/TEST/a.dat transmission_table_array = np.array([[100, 0.5], [200, 0.75], [300, 0.25]]) @@ -29,40 +61,36 @@ def mock_load_transmission_table(self, **kwargs): assert a_band.survey == "TEST" assert a_band.filter_name == "a" assert a_band.full_name == "TEST_a" - # Cannot check table_path as we have mocked the method that sets it; see unit test for loading tables + # Cannot check table_path as we have mocked the method that sets it assert a_band.table_url is None np.testing.assert_allclose(a_band._loaded_table, transmission_table_array) assert a_band.waves is not None -def create_test_passband(path, transmission_table, filter_name="a", **kwargs): - """Helper function to create a Passband object for testing.""" - survey = "TEST" - table_path = path / f"{survey}_{filter_name}.dat" - - # Create a transmission table file - with open(table_path, "w") as f: - f.write(transmission_table) - - # Create a Passband object - return Passband(survey, filter_name, table_path=table_path, **kwargs) - - -def test_passband_str(tmp_path): +def test_passband_str(passbands_dir, tmp_path): """Test the __str__ method of the Passband class.""" - transmission_table = "1000 0.5\n1005 0.6\n1010 0.7\n" + # Test an LSST passband: + LSST_u = create_lsst_passband(passbands_dir, "u") + assert str(LSST_u) == "Passband: LSST_u" - # Check that the __str__ method returns the expected string - a_band = create_test_passband(tmp_path, transmission_table) - assert str(a_band) == "Passband: TEST_a" + # Test a toy passband: + transmission_table = "1000 0.5\n1005 0.6\n1010 0.7\n" + a_band = create_toy_passband(tmp_path, transmission_table) + assert str(a_band) == "Passband: TOY_a" -def test_passband_load_transmission_table(tmp_path): +def test_passband_load_transmission_table(passbands_dir, tmp_path): """Test the _load_transmission_table method of the Passband class.""" + # Test that we can load a standard LSST transmission table from the local test data + LSST_g = create_lsst_passband(passbands_dir, "g") + assert LSST_g._loaded_table is not None + assert LSST_g._loaded_table.shape[1] == 2 # Two columns: wavelengths and transmissions + assert LSST_g.waves is not None + assert len(LSST_g.waves.shape) == 1 # Test a toy transmission table was loaded correctly transmission_table = "1000 0.5\n1005 0.6\n1010 0.7\n" - a_band = create_test_passband(tmp_path, transmission_table) + a_band = create_toy_passband(tmp_path, transmission_table) np.testing.assert_allclose(a_band._loaded_table, np.array([[1000, 0.5], [1005, 0.6], [1010, 0.7]])) # Test that we raise an error if the transmission table is blank @@ -92,7 +120,7 @@ def test_passband_download_transmission_table(tmp_path): # Initialize a Passband object survey = "TEST" filter_name = "a" - table_path = tmp_path / f"{survey}_{filter_name}.dat" + table_path = tmp_path / f"{survey}/{filter_name}.dat" table_url = f"http://example.com/{survey}/{filter_name}.dat" transmission_table = "1000 0.5\n1005 0.6\n1010 0.7\n" @@ -112,10 +140,10 @@ def mock_urlretrieve(url, filename, *args, **kwargs): # Urlretrieve saves conte np.testing.assert_allclose(a_band._loaded_table, np.array([[1000, 0.5], [1005, 0.6], [1010, 0.7]])) -def test_process_transmission_table(tmp_path): +def test_process_transmission_table(passbands_dir, tmp_path): """Test the process_transmission_table method of the Passband class; check correct methods are called.""" transmission_table = "100 0.5\n200 0.75\n300 0.25\n" - a_band = create_test_passband(tmp_path, transmission_table) + a_band = create_toy_passband(tmp_path, transmission_table) # Mock the methods that _process_transmission_table wraps, to check each is called once with ( @@ -137,11 +165,21 @@ def test_process_transmission_table(tmp_path): a_band.process_transmission_table(delta_wave, trim_quantile) np.testing.assert_allclose(a_band.waves, np.arange(100, 301, delta_wave)) + # Check that we can call the method on a standard LSST transmission table + LSST_r = create_lsst_passband(passbands_dir, "r") + LSST_r.process_transmission_table(delta_wave, trim_quantile) + assert LSST_r.waves is not None + + # Check that we raise an error if the transmission table is the wrong shape + a_band._loaded_table = np.array([[100, 0.5, 105, 0.6]]) + with pytest.raises(ValueError): + a_band.process_transmission_table(delta_wave, trim_quantile) + -def test_interpolate_transmission_table(tmp_path): +def test_interpolate_transmission_table(passbands_dir, tmp_path): """Test the _interpolate_transmission_table method of the Passband class.""" transmission_table = "100 0.5\n200 0.75\n300 0.25\n" - a_band = create_test_passband(tmp_path, transmission_table) + a_band = create_toy_passband(tmp_path, transmission_table) # Interpolate the transmission table to a large step size (50 Angstrom) table = a_band._interpolate_transmission_table(a_band._loaded_table, delta_wave=50) @@ -155,13 +193,27 @@ def test_interpolate_transmission_table(tmp_path): table = a_band._interpolate_transmission_table(a_band._loaded_table, delta_wave=0.1) np.testing.assert_allclose(table[:, 0], np.arange(100, 300.01, 0.1)) + # Check that we raise an error if the transmission table is the wrong shape + with pytest.raises(ValueError): + a_band._interpolate_transmission_table(np.array([[100, 0.5], [200, 0.75], [300, 0.25], [400]])) + + # Check that we raise an error if the delta_wave is not a positive number + with pytest.raises(ValueError): + a_band._interpolate_transmission_table(a_band._loaded_table, delta_wave=-1) + + # Check that we can run method on a standard LSST transmission table + LSST_i = create_lsst_passband(passbands_dir, "i") + table = LSST_i._interpolate_transmission_table(LSST_i._loaded_table, delta_wave=50) + assert len(table) > 0 + assert len(table) < len(LSST_i._loaded_table) + -def test_trim_transmission_table(tmp_path): +def test_trim_transmission_table(passbands_dir, tmp_path): """Test the _trim_transmission_by_quantile method of the Passband class.""" # Test: transmission table with only 3 points transmission_table = "100 0.5\n200 0.75\n300 0.25\n" - a_band = create_test_passband(tmp_path, transmission_table) + a_band = create_toy_passband(tmp_path, transmission_table) # Trim the transmission table by 5% (should remove the last point) table = a_band._trim_transmission_by_quantile(a_band._loaded_table, trim_quantile=0.05) @@ -181,9 +233,13 @@ def test_trim_transmission_table(tmp_path): with pytest.raises(ValueError): a_band._trim_transmission_by_quantile(a_band._loaded_table, trim_quantile=-0.1) - # Test 2: larger, more normal transmission table + # Check we raise an error if the transmission table is the wrong shape + with pytest.raises(ValueError): + a_band._trim_transmission_by_quantile(np.array([[100, 0.5], [200, 0.75], [300, 0.25], [400]])) + + # Test 2: larger, more gaussian transmission table transmission_table = "100 0.05\n200 0.1\n300 0.25\n400 0.5\n500 0.8\n600 0.6\n700 0.4\n800 0.2\n900 0.1\n" - b_band = create_test_passband(tmp_path, transmission_table, filter_name="b") + b_band = create_toy_passband(tmp_path, transmission_table, filter_name="b") # Trim the transmission table by 5% (should remove the last point) table = b_band._trim_transmission_by_quantile(b_band._loaded_table, trim_quantile=0.05) @@ -223,7 +279,7 @@ def test_trim_transmission_table(tmp_path): transmission_table = "\n".join( [f"{wavelength} {transmission}" for wavelength, transmission in zip(wavelengths, transmissions)] ) - c_band = create_test_passband(tmp_path, transmission_table, filter_name="c") + c_band = create_toy_passband(tmp_path, transmission_table, filter_name="c") # Trim the transmission table by 5% on each side table = c_band._trim_transmission_by_quantile(c_band._loaded_table, trim_quantile=0.05) @@ -233,11 +289,21 @@ def test_trim_transmission_table(tmp_path): trimmed_area = np.trapz(table[:, 1], x=table[:, 0]) assert trimmed_area >= (original_area * 0.9) + # Test 4: LSST transmission table + LSST_z = create_lsst_passband(passbands_dir, "z") + table = LSST_z._trim_transmission_by_quantile(LSST_z._loaded_table, trim_quantile=0.05) + assert len(table) < len(LSST_z._loaded_table) + + original_area = np.trapz(LSST_z._loaded_table[:, 1], x=LSST_z._loaded_table[:, 0]) + trimmed_area = np.trapz(table[:, 1], x=table[:, 0]) + assert trimmed_area >= (original_area * 0.9) + -def test_passband_normalize_transmission_table(tmp_path): +def test_passband_normalize_transmission_table(passbands_dir, tmp_path): """Test the _normalize_transmission_table method of the Passband class.""" + # Test a toy transmission table transmission_table = "100 0.5\n200 0.75\n300 0.25\n" - a_band = create_test_passband(tmp_path, transmission_table, delta_wave=100, trim_quantile=None) + a_band = create_toy_passband(tmp_path, transmission_table, delta_wave=100, trim_quantile=None) # Normalize the transmission table (we skip interpolation as grid already matches) a_band._normalize_transmission_table(a_band._loaded_table) @@ -256,11 +322,17 @@ def test_passband_normalize_transmission_table(tmp_path): with pytest.raises(ValueError): a_band._normalize_transmission_table(np.array([[100, 0.5, 105, 0.6]])) + # Test we can call method on a standard LSST transmission table + LSST_y = create_lsst_passband(passbands_dir, "y") + normalized_table = LSST_y._normalize_transmission_table(LSST_y._loaded_table) + assert len(normalized_table) == len(LSST_y._loaded_table) + assert not np.allclose(normalized_table, LSST_y._loaded_table) + -def test_passband_fluxes_to_bandflux(tmp_path): +def test_passband_fluxes_to_bandflux(passbands_dir, tmp_path): """Test the fluxes_to_bandflux method of the Passband class.""" transmission_table = "100 0.5\n200 0.75\n300 0.25\n" - a_band = create_test_passband(tmp_path, transmission_table, delta_wave=100, trim_quantile=None) + a_band = create_toy_passband(tmp_path, transmission_table, delta_wave=100, trim_quantile=None) # Define some mock flux values and calculate our expected bandflux flux = np.array( @@ -303,9 +375,17 @@ def test_passband_fluxes_to_bandflux(tmp_path): with pytest.raises(ValueError): a_band.fluxes_to_bandflux(np.array([])) + # Test we can call method on a standard LSST transmission table + LSST_u = create_lsst_passband(passbands_dir, "u") + flux = np.random.rand(5, len(LSST_u.waves)) + in_band_flux = LSST_u.fluxes_to_bandflux(flux) + assert in_band_flux is not None + assert len(in_band_flux) == 5 + -def test_passband_wrapped_from_physical_source(tmp_path): +def test_passband_wrapped_from_physical_source(passbands_dir, tmp_path): """Test get_band_fluxes, PhysicalModel's wrapped version of Passband's fluxes_to_bandflux..""" + # Set up physical model times = np.array([1.0, 2.0, 3.0]) wavelengths = np.array([10.0, 20.0, 30.0]) fluxes = np.array([[1.0, 5.0, 1.0], [5.0, 10.0, 5.0], [1.0, 5.0, 3.0]]) @@ -314,12 +394,19 @@ def test_passband_wrapped_from_physical_source(tmp_path): test_times = np.array([1.0, 1.5, 2.0, 2.5, 3.0, 3.5]) - # Try with a single passband (see PassbandGroup tests for group tests) + # Test with a single toy passband (see PassbandGroup tests for group tests) transmission_table = "100 0.5\n200 0.75\n300 0.25\n" - a_band = create_test_passband(tmp_path, transmission_table, delta_wave=100, trim_quantile=None) + a_band = create_toy_passband(tmp_path, transmission_table, delta_wave=100, trim_quantile=None) result_from_source_model = model.get_band_fluxes(a_band, test_times, state) evaluated_fluxes = model.evaluate(test_times, a_band.waves, state) result_from_passband = a_band.fluxes_to_bandflux(evaluated_fluxes) + np.testing.assert_allclose(result_from_source_model, result_from_passband) + + # Test with a standard LSST passband + LSST_g = create_lsst_passband(passbands_dir, "g") + result_from_source_model = model.get_band_fluxes(LSST_g, test_times, state) + evaluated_fluxes = model.evaluate(test_times, LSST_g.waves, state) + result_from_passband = LSST_g.fluxes_to_bandflux(evaluated_fluxes) np.testing.assert_allclose(result_from_source_model, result_from_passband) From 8d12a767f25eb7b4fcd22ada35fb69dda42bc0b6 Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Fri, 27 Sep 2024 12:17:41 -0400 Subject: [PATCH 05/11] Clarify table_dir explanation and code --- src/tdastro/astro_utils/passbands.py | 16 ++++++++++++---- 1 file changed, 12 insertions(+), 4 deletions(-) diff --git a/src/tdastro/astro_utils/passbands.py b/src/tdastro/astro_utils/passbands.py index 05bd7e73..52f1a1bf 100644 --- a/src/tdastro/astro_utils/passbands.py +++ b/src/tdastro/astro_utils/passbands.py @@ -39,9 +39,9 @@ def __init__( preset : str, optional A pre-defined set of passbands to load. table_dir : str, optional - The path to the directory containing the passband tables. Table paths will be set to - {table_dir}/{survey}/{filter_name}.dat. If None, the table path will be set to a default - path. + The path to the directory containing the passband tables. If a table_path has not been specified + in the passband_parameters dictionary, table paths will be set to + {table_dir}/{survey}/{filter_name}.dat. If None, the table path will be set to a default path. passband_parameters : list of dict, optional A list of dictionaries of passband parameters used to create Passband objects. Each dictionary must contain the following: @@ -72,6 +72,13 @@ def __init__( for key, value in kwargs.items(): if key not in parameters: parameters[key] = value + + # Set the table path if it is not already set and a table_dir is provided + if "table_path" not in parameters and table_dir is not None: + parameters[ + "table_path" + ] = f"{table_dir}/{parameters['survey']}/{parameters['filter_name']}.dat" + passband = Passband(**parameters) self.passbands[passband.full_name] = passband @@ -96,7 +103,8 @@ def _load_preset(self, preset: str, table_dir: Optional[str], **kwargs) -> None: preset : str The name of the pre-defined set of passbands to load. table_dir : str, optional - The path to the directory containing the passband tables. Table paths will be set to + The path to the directory containing the passband tables. If no table_path has been specified in + the PassbandGroup's passband_parameters and table_dir is not None, table paths will be set to table_dir/{survey}/{filter_name}.dat. **kwargs Additional keyword arguments to pass to the Passband constructor. From b12fcb782eda5d2e38cdc4fe6e65e09840b51c1a Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Fri, 27 Sep 2024 13:26:05 -0400 Subject: [PATCH 06/11] Make PassbandGroup accept either a preset or a param dict, not both --- src/tdastro/astro_utils/passbands.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/src/tdastro/astro_utils/passbands.py b/src/tdastro/astro_utils/passbands.py index 52f1a1bf..3f6b62c4 100644 --- a/src/tdastro/astro_utils/passbands.py +++ b/src/tdastro/astro_utils/passbands.py @@ -37,11 +37,7 @@ def __init__( Parameters ---------- preset : str, optional - A pre-defined set of passbands to load. - table_dir : str, optional - The path to the directory containing the passband tables. If a table_path has not been specified - in the passband_parameters dictionary, table paths will be set to - {table_dir}/{survey}/{filter_name}.dat. If None, the table path will be set to a default path. + A pre-defined set of passbands to load. If using a preset, passband_parameters will be ignored. passband_parameters : list of dict, optional A list of dictionaries of passband parameters used to create Passband objects. Each dictionary must contain the following: @@ -55,18 +51,19 @@ def __init__( - units : str (either 'nm' or 'A') If survey is not LSST (or other survey with defined defaults), either a table_path or table_url must be provided. + table_dir : str, optional + The path to the directory containing the passband tables. If a table_path has not been specified + in the passband_parameters dictionary, table paths will be set to + {table_dir}/{survey}/{filter_name}.dat. If None, the table path will be set to a default path. **kwargs Additional keyword arguments to pass to the Passband constructor. """ self.passbands = {} - if preset is None and passband_parameters is None: - raise ValueError("PassbandGroup must be initialized with either a preset or passband_parameters.") - if preset is not None: self._load_preset(preset, table_dir=table_dir, **kwargs) - if passband_parameters is not None: + elif passband_parameters is not None: for parameters in passband_parameters: # Add any missing parameters from kwargs for key, value in kwargs.items(): @@ -82,6 +79,9 @@ def __init__( passband = Passband(**parameters) self.passbands[passband.full_name] = passband + else: + raise ValueError("PassbandGroup requires either a preset or passband_parameters to be provided.") + self._update_waves() self._calculate_in_band_wave_indices() From 3cc0418536e383cfba921e4b0aa77ce38f40fc0f Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Fri, 27 Sep 2024 13:37:11 -0400 Subject: [PATCH 07/11] Update url for LSST tables --- src/tdastro/astro_utils/passbands.py | 6 +- tests/tdastro/astro_utils/test_passbands.py | 1 - tests/tdastro/data/passbands/LSST/g.dat | 10314 ++++++++++++++--- tests/tdastro/data/passbands/LSST/i.dat | 10078 ++++++++++++++--- tests/tdastro/data/passbands/LSST/r.dat | 10198 ++++++++++++++--- tests/tdastro/data/passbands/LSST/u.dat | 9394 ++++++++++++++-- tests/tdastro/data/passbands/LSST/y.dat | 10414 ++++++++++++++---- tests/tdastro/data/passbands/LSST/z.dat | 9864 ++++++++++++++--- tests/tdastro/sources/test_snia.py | 1 + 9 files changed, 51050 insertions(+), 9220 deletions(-) diff --git a/src/tdastro/astro_utils/passbands.py b/src/tdastro/astro_utils/passbands.py index 3f6b62c4..9741bc3f 100644 --- a/src/tdastro/astro_utils/passbands.py +++ b/src/tdastro/astro_utils/passbands.py @@ -350,11 +350,7 @@ def _download_transmission_table(self) -> bool: """ if self.table_url is None: if self.survey == "LSST": - # TODO switch to files at: https://github.com/lsst/throughputs/blob/main/baseline/total_g.dat - self.table_url = ( - f"http://svo2.cab.inta-csic.es/svo/theory/fps3/getdata.php" - f"?format=ascii&id=LSST/LSST.{self.filter_name}" - ) + self.table_url = f"https://github.com/lsst/throughputs/blob/main/baseline/total_{self.filter_name}.dat?raw=true" else: raise NotImplementedError( f"Transmission table download is not yet implemented for survey: {self.survey}." diff --git a/tests/tdastro/astro_utils/test_passbands.py b/tests/tdastro/astro_utils/test_passbands.py index b83316f3..b3c97e11 100644 --- a/tests/tdastro/astro_utils/test_passbands.py +++ b/tests/tdastro/astro_utils/test_passbands.py @@ -45,7 +45,6 @@ def test_passband_init(passbands_dir, tmp_path): assert LSST_u.filter_name == "u" assert LSST_u.full_name == "LSST_u" assert LSST_u.table_path == f"{passbands_dir}/LSST/u.dat" - assert LSST_u.table_url is None assert LSST_u._loaded_table is not None assert LSST_u.waves is not None diff --git a/tests/tdastro/data/passbands/LSST/g.dat b/tests/tdastro/data/passbands/LSST/g.dat index 87310821..55dfa2c5 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+1148.5000000001928 0.0 +1148.600000000193 0.0 +1148.700000000193 0.0 +1148.800000000193 0.0 +1148.900000000193 0.0 +1149.000000000193 0.0 +1149.1000000001932 0.0 +1149.200000000193 0.0 +1149.300000000193 0.0 +1149.4000000001931 0.0 +1149.5000000001933 0.0 +1149.6000000001932 0.0 +1149.700000000193 0.0 +1149.8000000001932 0.0 +1149.9000000001934 0.0 +1150.0000000001933 0.0 diff --git a/tests/tdastro/sources/test_snia.py b/tests/tdastro/sources/test_snia.py index 6762e6db..a686146c 100644 --- a/tests/tdastro/sources/test_snia.py +++ b/tests/tdastro/sources/test_snia.py @@ -133,6 +133,7 @@ def run_snia_end2end(oversampled_observations, passbands_dir, nsample=1): }, ], survey="LSST", + units="nm", trim_quantile=0.001, delta_wave=1, ) From 644d86e079c221839352411ff7bdbcf4c476a356 Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Fri, 27 Sep 2024 14:09:49 -0400 Subject: [PATCH 08/11] Better path construction --- src/tdastro/astro_utils/passbands.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/src/tdastro/astro_utils/passbands.py b/src/tdastro/astro_utils/passbands.py index 9741bc3f..9ae9a862 100644 --- a/src/tdastro/astro_utils/passbands.py +++ b/src/tdastro/astro_utils/passbands.py @@ -72,9 +72,9 @@ def __init__( # Set the table path if it is not already set and a table_dir is provided if "table_path" not in parameters and table_dir is not None: - parameters[ - "table_path" - ] = f"{table_dir}/{parameters['survey']}/{parameters['filter_name']}.dat" + parameters["table_path"] = os.path.join( + table_dir, parameters["survey"], f"{parameters['filter_name']}.dat" + ) passband = Passband(**parameters) self.passbands[passband.full_name] = passband @@ -114,10 +114,11 @@ def _load_preset(self, preset: str, table_dir: Optional[str], **kwargs) -> None: if table_dir is None: self.passbands[f"LSST_{filter_name}"] = Passband("LSST", filter_name, **kwargs) else: + table_path = os.path.join(table_dir, "LSST", f"{filter_name}.dat") self.passbands[f"LSST_{filter_name}"] = Passband( "LSST", filter_name, - **{**kwargs, "table_path": f"{table_dir}/LSST/{filter_name}.dat"}, + **{**kwargs, "table_path": table_path}, ) else: raise ValueError(f"Unknown passband preset: {preset}") From ca6d5f9a1a8b475bf1e7fbb7acfaae1c4d8add78 Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Fri, 27 Sep 2024 14:41:01 -0400 Subject: [PATCH 09/11] Add url to readme --- tests/tdastro/data/README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/tests/tdastro/data/README.md b/tests/tdastro/data/README.md index 3302068f..c171363f 100644 --- a/tests/tdastro/data/README.md +++ b/tests/tdastro/data/README.md @@ -1,4 +1,6 @@ # TDAstro Test Data - **passbands/:** - - Please note that the transmission tables included in this repository are for unit testing purposes only. We do not guarantee that they will be kept up to date, so users are encouraged to download and store their own files. \ No newline at end of file + - Please note that the transmission tables included in this repository are for unit testing purposes only. We do not guarantee that they will be kept up to date, so users are encouraged to download and store their own files. + - Transmission files were downloaded from the following endpoint: + - "https://github.com/lsst/throughputs/blob/main/baseline/total_{self.filter_name}.dat?raw=true From 108adc04b1c95ee4e85067bfd8eb730f725f8d5a Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Fri, 27 Sep 2024 14:42:28 -0400 Subject: [PATCH 10/11] Update readme --- tests/tdastro/data/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/tdastro/data/README.md b/tests/tdastro/data/README.md index c171363f..b6a94349 100644 --- a/tests/tdastro/data/README.md +++ b/tests/tdastro/data/README.md @@ -2,5 +2,5 @@ - **passbands/:** - Please note that the transmission tables included in this repository are for unit testing purposes only. We do not guarantee that they will be kept up to date, so users are encouraged to download and store their own files. - - Transmission files were downloaded from the following endpoint: - - "https://github.com/lsst/throughputs/blob/main/baseline/total_{self.filter_name}.dat?raw=true + - Transmission files were downloaded from the following endpoint (where self.filter name is "u", "g", "r", "i", "z", "y") + - "https://github.com/lsst/throughputs/blob/main/baseline/total_{self.filter_name}.dat?raw=true" From ac0e01fff7b51c42387c31a5c5dd7217f6d64f09 Mon Sep 17 00:00:00 2001 From: Olivia Lynn Date: Tue, 1 Oct 2024 11:14:28 -0400 Subject: [PATCH 11/11] PR comments --- src/tdastro/astro_utils/passbands.py | 10 ++++------ .../astro_utils/test_passband_groups.py | 20 ++++++++++--------- 2 files changed, 15 insertions(+), 15 deletions(-) diff --git a/src/tdastro/astro_utils/passbands.py b/src/tdastro/astro_utils/passbands.py index 9ae9a862..e4fd8218 100644 --- a/src/tdastro/astro_utils/passbands.py +++ b/src/tdastro/astro_utils/passbands.py @@ -118,7 +118,8 @@ def _load_preset(self, preset: str, table_dir: Optional[str], **kwargs) -> None: self.passbands[f"LSST_{filter_name}"] = Passband( "LSST", filter_name, - **{**kwargs, "table_path": table_path}, + table_path=table_path, + **kwargs, ) else: raise ValueError(f"Unknown passband preset: {preset}") @@ -148,7 +149,7 @@ def _calculate_in_band_wave_indices(self) -> None: # do not happen to be on the same phase of the grid; eg, even if the step is 10, if the first # passband starts at 100 and the second at 105, the passbands won't share the same grid) if np.array_equal(self.waves[lower_index : upper_index + 1], passband.waves): - indices = (lower_index, upper_index + 1) + indices = slice(lower_index, upper_index + 1) else: indices = np.searchsorted(self.waves, passband.waves) passband._in_band_wave_indices = indices @@ -204,10 +205,7 @@ def fluxes_to_bandfluxes(self, flux_density_matrix: np.ndarray) -> np.ndarray: "This should have been calculated in PassbandGroup._calculate_in_band_wave_indices." ) - if isinstance(passband._in_band_wave_indices, tuple): - in_band_fluxes = flux_density_matrix[:, indices[0] : indices[1]] - else: - in_band_fluxes = flux_density_matrix[:, indices] + in_band_fluxes = flux_density_matrix[:, indices] bandfluxes[full_name] = passband.fluxes_to_bandflux(in_band_fluxes) return bandfluxes diff --git a/tests/tdastro/astro_utils/test_passband_groups.py b/tests/tdastro/astro_utils/test_passband_groups.py index d6313e07..a3623c22 100644 --- a/tests/tdastro/astro_utils/test_passband_groups.py +++ b/tests/tdastro/astro_utils/test_passband_groups.py @@ -93,7 +93,7 @@ def test_passband_group_init(tmp_path, passbands_dir): assert "TOY_a" in toy_passband_group.passbands assert "TOY_b" in toy_passband_group.passbands assert "TOY_c" in toy_passband_group.passbands - assert np.allclose( + np.testing.assert_allclose( toy_passband_group.waves, np.unique(np.concatenate([np.arange(100, 301, 5), np.arange(250, 351, 5), np.arange(400, 601, 5)])), ) @@ -167,7 +167,7 @@ def test_passband_group_calculate_in_band_wave_indices(passbands_dir, tmp_path): lsst_passband_group = create_lsst_passband_group(passbands_dir, delta_wave=20, trim_quantile=None) # Make sure group.waves contains the union of all passband waves with no duplicates or other values - assert np.allclose( + np.testing.assert_allclose( lsst_passband_group.waves, np.unique(np.concatenate([passband.waves for passband in lsst_passband_group.passbands.values()])), ) @@ -181,14 +181,16 @@ def test_passband_group_calculate_in_band_wave_indices(passbands_dir, tmp_path): # Note that passband_A and passband_B have overlapping wavelength ranges # Where passband_A covers 100-300 and passband_B covers 250-350 (and passband_C covers 400-600) - assert np.allclose(passband_A._in_band_wave_indices, np.array([0, 1, 2, 3, 4, 5, 6, 7, 9, 11, 13])) - assert np.allclose(passband_A.waves, toy_passband_group.waves[passband_A._in_band_wave_indices]) + np.testing.assert_allclose( + passband_A._in_band_wave_indices, np.array([0, 1, 2, 3, 4, 5, 6, 7, 9, 11, 13]) + ) + np.testing.assert_allclose(passband_A.waves, toy_passband_group.waves[passband_A._in_band_wave_indices]) - assert np.allclose(passband_B._in_band_wave_indices, np.array([8, 10, 12, 14, 15, 16])) - assert np.allclose(passband_B.waves, toy_passband_group.waves[passband_B._in_band_wave_indices]) + np.testing.assert_allclose(passband_B._in_band_wave_indices, np.array([8, 10, 12, 14, 15, 16])) + np.testing.assert_allclose(passband_B.waves, toy_passband_group.waves[passband_B._in_band_wave_indices]) - assert passband_C._in_band_wave_indices == (17, 28) - assert np.allclose( + assert passband_C._in_band_wave_indices == slice(17, 28) + np.testing.assert_allclose( passband_C.waves, - toy_passband_group.waves[passband_C._in_band_wave_indices[0] : passband_C._in_band_wave_indices[1]], + toy_passband_group.waves[passband_C._in_band_wave_indices], )