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import os |
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import pytest |
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from gammapy.utils.check import check_tutorials_setup |
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# add a marker for the tests that need private data and don't run them |
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# by default |
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def pytest_configure(config): |
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if "test_data" not in config.option.markexpr: # pragma: no cover |
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if config.option.markexpr: |
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config.option.markexpr += " and " |
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config.option.markexpr += "not test_data" |
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# Check if gammapy-data is downloaded and if not, then download it. |
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check_tutorials_setup(download_datasets_path="./gammapy-data") |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def base_config_path(): |
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"""Get the base config path for basic tests.""" |
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return "src/asgardpy/tests/config_test_base.yaml" |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def mwl_config_path(): |
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"""Get the Gammapy MWL tutorial config path.""" |
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return "src/asgardpy/tests/config_gpy_mwl.yaml" |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def hess_magic_config_path(): |
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"""Get the config path for HESS (3D) + MAGIC (1D).""" |
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return "src/asgardpy/tests/config_test_gadf.yaml" |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def ebl_deabs_path(): |
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"""Get the base config path for basic tests.""" |
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return "src/asgardpy/tests/config_test_ebl.yaml" |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def gammapy_data_path(): |
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"""Save a copy of path of gammapy-data for easy and general use.""" |
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# Check first for the path used in CI test |
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if os.path.exists("./gammapy-datasets/1.2/"): |
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GAMMAPY_DATA = "./gammapy-datasets/1.2/" |
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# Update the environ for builtin EBL models |
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os.environ["GAMMAPY_DATA"] = GAMMAPY_DATA |
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else: |
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# Using the saved path in the environ for users |
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GAMMAPY_DATA = os.environ.get("GAMMAPY_DATA", "not set") |
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return GAMMAPY_DATA |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def base_config(base_config_path, gammapy_data_path): |
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"""Define the base config for basic tests.""" |
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from asgardpy.config import AsgardpyConfig |
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config = AsgardpyConfig().read(base_config_path) |
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# Update DL3 file paths |
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config.dataset3d.instruments[0].input_dl3[0].input_dir = f"{gammapy_data_path}fermipy-crab/" |
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config.dataset3d.instruments[0].input_dl3[1].input_dir = f"{gammapy_data_path}fermipy-crab/" |
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config.dataset1d.instruments[0].input_dl3[0].input_dir = f"{gammapy_data_path}hess-dl3-dr1/" |
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config.dataset1d.instruments[1].input_dl3[0].input_dir = f"{gammapy_data_path}magic/rad_max/data/" |
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return config |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def base_config_1d(base_config): |
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"""Define base config for only 1D analysis.""" |
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base_config_1d = base_config |
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base_config_1d.target.source_name = "Crab Nebula" |
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# Update model parameters |
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base_config_1d.target.components[0].spectral.parameters[0].value = 1.0e-9 |
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base_config_1d.target.components[0].spectral.parameters[1].value = 0.4 |
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base_config_1d.target.components[0].spectral.parameters[2].value = 2.0 |
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base_config_1d.fit_params.fit_range.min = "100 GeV" |
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return base_config_1d |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def gpy_mwl_config(mwl_config_path, gammapy_data_path): |
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"""Define the Gammapy MWL Tutorial config.""" |
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from asgardpy.config import AsgardpyConfig, gammapy_to_asgardpy_model_config |
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config = AsgardpyConfig().read(mwl_config_path) |
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# Update DL4 file paths and models file path |
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config.target.models_file = f"{gammapy_data_path}fermi-3fhl-crab/Fermi-LAT-3FHL_models.yaml" |
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config.dataset3d.instruments[ |
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0 |
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].dl4_dataset_info.dl4_dataset.input_dir = f"{gammapy_data_path}fermi-3fhl-crab/Fermi-LAT-3FHL_datasets.yaml" |
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config.dataset1d.instruments[ |
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0 |
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].dl4_dataset_info.dl4_dataset.input_dir = f"{gammapy_data_path}joint-crab/spectra/hess/" |
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other_config = gammapy_to_asgardpy_model_config(config.target.models_file, recursive_merge=False) |
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config = config.update(other_config) |
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return config |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def gpy_hess_magic(hess_magic_config_path, gammapy_data_path): |
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"""Define the config for HESS (3D) + MAGIC (1D).""" |
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from asgardpy.config import AsgardpyConfig |
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config = AsgardpyConfig().read(hess_magic_config_path) |
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# Update DL3 file paths |
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config.dataset3d.instruments[0].input_dl3[0].input_dir = f"{gammapy_data_path}hess-dl3-dr1/" |
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config.dataset3d.instruments[ |
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0 |
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].dataset_info.background.exclusion.exclusion_file = ( |
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f"{gammapy_data_path}joint-crab/exclusion/exclusion_mask_crab.fits.gz" |
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) |
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config.dataset1d.instruments[0].input_dl3[0].input_dir = f"{gammapy_data_path}magic/rad_max/data/" |
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return config |
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@pytest.mark.test_data |
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@pytest.fixture # (scope="session") |
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def ebl_hess_pks(ebl_deabs_path, gammapy_data_path): |
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"""Define the config for HESS PKS 2155-304 data.""" |
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from asgardpy.config import AsgardpyConfig |
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config = AsgardpyConfig().read(ebl_deabs_path) |
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# Update DL4 file path |
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config.dataset1d.instruments[0].dl4_dataset_info.dl4_dataset.input_dir = f"{gammapy_data_path}PKS2155-steady/" |
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return config |
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chaimain /
asgardpy
