From 6af564071f011f1de8770ef698752e63f662e92a Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Mon, 27 Jan 2025 13:59:09 +0100 Subject: [PATCH 1/4] integration test and unit test for imas geometry based on chease geometry --- torax/geometry/tests/geometry.py | 15 ++++-- torax/tests/sim.py | 15 ++++++ torax/tests/test_data/test_imas.py | 74 ++++++++++++++++++++++++++++++ torax/torax_imastools/util.py | 7 ++- 4 files changed, 103 insertions(+), 8 deletions(-) create mode 100644 torax/tests/test_data/test_imas.py diff --git a/torax/geometry/tests/geometry.py b/torax/geometry/tests/geometry.py index 9f06a169..306be3f9 100644 --- a/torax/geometry/tests/geometry.py +++ b/torax/geometry/tests/geometry.py @@ -15,16 +15,17 @@ """Unit tests for torax.geometry.""" import dataclasses -import os +import importlib from absl.testing import absltest from absl.testing import parameterized import jax from jax import numpy as jnp import numpy as np -from torax.config import build_sim +import pytest + from torax.geometry import geometry -from torax.geometry import geometry_loader + # Internal import. @@ -333,8 +334,14 @@ def f(): _ = jax.jit(f)() + @pytest.mark.skipif( + importlib.util.find_spec('imaspy') is None, + reason='IMASPy optional dependency' + ) @parameterized.parameters([ - dict(equilibrium_object='ITERhybrid_COCOS17_IDS_ddv4.nc')]) + dict(equilibrium_object='ITERhybrid_COCOS17_IDS_ddv4.nc'), + dict(equilibrium_object='ITERhybrid_COCOS17_IDS_hdf5_ddv4/equilibrium.h5'), + ]) def test_build_standard_geometry_from_IMAS(self, equilibrium_object): """Test that the default IMAS geometry can be built.""" intermediate = geometry.StandardGeometryIntermediates.from_IMAS(equilibrium_object = equilibrium_object) diff --git a/torax/tests/sim.py b/torax/tests/sim.py index 27ebaa7d..d83a6528 100644 --- a/torax/tests/sim.py +++ b/torax/tests/sim.py @@ -20,10 +20,12 @@ import os from typing import Optional, Sequence +import importlib from absl.testing import absltest from absl.testing import parameterized import numpy as np +import pytest from torax import output from torax import sim as sim_lib from torax import state @@ -738,6 +740,19 @@ def test_update_new_mesh(self): ) ) + @pytest.mark.skipif( + importlib.util.find_spec('imaspy') is None, + reason='IMASPy optional dependency' + ) + def test_imas(self): + """Integration test comparing to reference output from TORAX.""" + self._test_torax_sim( + 'test_imas.py', + _ALL_PROFILES, + rtol=0, + atol=None, + ) + def verify_core_profiles(ref_profiles, index, core_profiles): """Verify core profiles matches a reference at given index.""" diff --git a/torax/tests/test_data/test_imas.py b/torax/tests/test_data/test_imas.py new file mode 100644 index 00000000..60840ff3 --- /dev/null +++ b/torax/tests/test_data/test_imas.py @@ -0,0 +1,74 @@ +# Copyright 2024 DeepMind Technologies Limited +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""Tests implementation of CHEASE geometry. + +Ip from parameters. implicit, Ti+Te, no Pei, no pedestal, constant chi. +""" + + +CONFIG = { + 'runtime_params': { + 'profile_conditions': { + 'ne_bound_right': 0.5, + 'Ip_tot': 15, + 'set_pedestal': False, + }, + 'numerics': { + 't_final': 1, + }, + }, + 'geometry': { + 'geometry_type': 'imas', + 'equilibrium_object': 'ITERhybrid_COCOS17_IDS_hdf5_ddv4', + 'Ip_from_parameters': True, + }, + 'sources': { + # Current sources (for psi equation) + 'generic_current_source': {}, + # Electron density sources/sink (for the ne equation). + 'generic_particle_source': { + # total particle source + 'S_tot': 0.0, + }, + 'gas_puff_source': { + # total pellet particles/s + 'S_puff_tot': 0.0, + }, + 'pellet_source': { + # total pellet particles/s (continuous pellet model) + 'S_pellet_tot': 0.0, + }, + # Ion and electron heat sources (for the temp-ion and temp-el eqs). + 'generic_ion_el_heat_source': { + # Gaussian width in normalized radial coordinate r + 'w': 0.18202270915319393, + }, + 'qei_source': { + # multiplier for ion-electron heat exchange term for sensitivity + 'Qei_mult': 0.0, + }, + }, + 'pedestal': {}, + 'transport': { + 'transport_model': 'constant', + }, + 'stepper': { + 'stepper_type': 'linear', + 'predictor_corrector': False, + }, + 'time_step_calculator': { + 'calculator_type': 'chi', + }, +} diff --git a/torax/torax_imastools/util.py b/torax/torax_imastools/util.py index 37bceece..ab5e1dd4 100644 --- a/torax/torax_imastools/util.py +++ b/torax/torax_imastools/util.py @@ -14,15 +14,14 @@ """Useful functions for handling of IMAS IDSs and converts them into TORAX objects""" -from typing import Dict, Any -import os import datetime import importlib +import os +from typing import Any, Dict import numpy as np -import yaml import scipy - +import yaml try: import imaspy From a2aec667fca7ed6ea6530c9490ae7964d7962402 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Mon, 27 Jan 2025 13:59:09 +0100 Subject: [PATCH 2/4] integration test and unit test for imas geometry based on chease geometry --- torax/geometry/tests/geometry.py | 15 ++++-- torax/tests/sim.py | 15 ++++++ torax/tests/test_data/test_imas.py | 74 ++++++++++++++++++++++++++++++ torax/torax_imastools/util.py | 10 ++-- 4 files changed, 104 insertions(+), 10 deletions(-) create mode 100644 torax/tests/test_data/test_imas.py diff --git a/torax/geometry/tests/geometry.py b/torax/geometry/tests/geometry.py index 9f06a169..306be3f9 100644 --- a/torax/geometry/tests/geometry.py +++ b/torax/geometry/tests/geometry.py @@ -15,16 +15,17 @@ """Unit tests for torax.geometry.""" import dataclasses -import os +import importlib from absl.testing import absltest from absl.testing import parameterized import jax from jax import numpy as jnp import numpy as np -from torax.config import build_sim +import pytest + from torax.geometry import geometry -from torax.geometry import geometry_loader + # Internal import. @@ -333,8 +334,14 @@ def f(): _ = jax.jit(f)() + @pytest.mark.skipif( + importlib.util.find_spec('imaspy') is None, + reason='IMASPy optional dependency' + ) @parameterized.parameters([ - dict(equilibrium_object='ITERhybrid_COCOS17_IDS_ddv4.nc')]) + dict(equilibrium_object='ITERhybrid_COCOS17_IDS_ddv4.nc'), + dict(equilibrium_object='ITERhybrid_COCOS17_IDS_hdf5_ddv4/equilibrium.h5'), + ]) def test_build_standard_geometry_from_IMAS(self, equilibrium_object): """Test that the default IMAS geometry can be built.""" intermediate = geometry.StandardGeometryIntermediates.from_IMAS(equilibrium_object = equilibrium_object) diff --git a/torax/tests/sim.py b/torax/tests/sim.py index 27ebaa7d..d83a6528 100644 --- a/torax/tests/sim.py +++ b/torax/tests/sim.py @@ -20,10 +20,12 @@ import os from typing import Optional, Sequence +import importlib from absl.testing import absltest from absl.testing import parameterized import numpy as np +import pytest from torax import output from torax import sim as sim_lib from torax import state @@ -738,6 +740,19 @@ def test_update_new_mesh(self): ) ) + @pytest.mark.skipif( + importlib.util.find_spec('imaspy') is None, + reason='IMASPy optional dependency' + ) + def test_imas(self): + """Integration test comparing to reference output from TORAX.""" + self._test_torax_sim( + 'test_imas.py', + _ALL_PROFILES, + rtol=0, + atol=None, + ) + def verify_core_profiles(ref_profiles, index, core_profiles): """Verify core profiles matches a reference at given index.""" diff --git a/torax/tests/test_data/test_imas.py b/torax/tests/test_data/test_imas.py new file mode 100644 index 00000000..60840ff3 --- /dev/null +++ b/torax/tests/test_data/test_imas.py @@ -0,0 +1,74 @@ +# Copyright 2024 DeepMind Technologies Limited +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""Tests implementation of CHEASE geometry. + +Ip from parameters. implicit, Ti+Te, no Pei, no pedestal, constant chi. +""" + + +CONFIG = { + 'runtime_params': { + 'profile_conditions': { + 'ne_bound_right': 0.5, + 'Ip_tot': 15, + 'set_pedestal': False, + }, + 'numerics': { + 't_final': 1, + }, + }, + 'geometry': { + 'geometry_type': 'imas', + 'equilibrium_object': 'ITERhybrid_COCOS17_IDS_hdf5_ddv4', + 'Ip_from_parameters': True, + }, + 'sources': { + # Current sources (for psi equation) + 'generic_current_source': {}, + # Electron density sources/sink (for the ne equation). + 'generic_particle_source': { + # total particle source + 'S_tot': 0.0, + }, + 'gas_puff_source': { + # total pellet particles/s + 'S_puff_tot': 0.0, + }, + 'pellet_source': { + # total pellet particles/s (continuous pellet model) + 'S_pellet_tot': 0.0, + }, + # Ion and electron heat sources (for the temp-ion and temp-el eqs). + 'generic_ion_el_heat_source': { + # Gaussian width in normalized radial coordinate r + 'w': 0.18202270915319393, + }, + 'qei_source': { + # multiplier for ion-electron heat exchange term for sensitivity + 'Qei_mult': 0.0, + }, + }, + 'pedestal': {}, + 'transport': { + 'transport_model': 'constant', + }, + 'stepper': { + 'stepper_type': 'linear', + 'predictor_corrector': False, + }, + 'time_step_calculator': { + 'calculator_type': 'chi', + }, +} diff --git a/torax/torax_imastools/util.py b/torax/torax_imastools/util.py index 37bceece..decf3347 100644 --- a/torax/torax_imastools/util.py +++ b/torax/torax_imastools/util.py @@ -14,15 +14,14 @@ """Useful functions for handling of IMAS IDSs and converts them into TORAX objects""" -from typing import Dict, Any -import os import datetime import importlib +import os +from typing import Any, Dict import numpy as np -import yaml import scipy - +import yaml try: import imaspy @@ -31,7 +30,6 @@ IDSToplevel = Any from torax.geometry import geometry_loader -from torax.geometry.geometry import Geometry from torax.state import ToraxSimState @@ -168,7 +166,7 @@ def write_ids_equilibrium_into_config( @requires_module("imaspy") def core_profiles_to_IMAS( - ids: IDSToplevel, state: ToraxSimState, geometry: Geometry + ids: IDSToplevel, state: ToraxSimState, geometry ) -> IDSToplevel: """Converts torax core_profiles to IMAS IDS. Takes the cell grid as a basis and converts values on face grid to cell. From ce5c6599c9d8d58f1c266b4dba8516b646e454a1 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Mon, 27 Jan 2025 15:01:56 +0100 Subject: [PATCH 3/4] use self.skipif instead of @pytest.mark.skipip --- torax/geometry/tests/geometry.py | 6 ++---- torax/tests/sim.py | 6 ++---- torax/torax_imastools/util.py | 4 +--- 3 files changed, 5 insertions(+), 11 deletions(-) diff --git a/torax/geometry/tests/geometry.py b/torax/geometry/tests/geometry.py index 306be3f9..dfb7b38b 100644 --- a/torax/geometry/tests/geometry.py +++ b/torax/geometry/tests/geometry.py @@ -334,16 +334,14 @@ def f(): _ = jax.jit(f)() - @pytest.mark.skipif( - importlib.util.find_spec('imaspy') is None, - reason='IMASPy optional dependency' - ) @parameterized.parameters([ dict(equilibrium_object='ITERhybrid_COCOS17_IDS_ddv4.nc'), dict(equilibrium_object='ITERhybrid_COCOS17_IDS_hdf5_ddv4/equilibrium.h5'), ]) def test_build_standard_geometry_from_IMAS(self, equilibrium_object): """Test that the default IMAS geometry can be built.""" + if importlib.util.find_spec('imaspy') is None: + self.skipTest('IMASPy optional dependency') intermediate = geometry.StandardGeometryIntermediates.from_IMAS(equilibrium_object = equilibrium_object) geo = geometry.build_standard_geometry(intermediate) diff --git a/torax/tests/sim.py b/torax/tests/sim.py index d83a6528..47365784 100644 --- a/torax/tests/sim.py +++ b/torax/tests/sim.py @@ -740,12 +740,10 @@ def test_update_new_mesh(self): ) ) - @pytest.mark.skipif( - importlib.util.find_spec('imaspy') is None, - reason='IMASPy optional dependency' - ) def test_imas(self): """Integration test comparing to reference output from TORAX.""" + if importlib.util.find_spec('imaspy') is None: + self.skipTest('IMASPy optional dependency') self._test_torax_sim( 'test_imas.py', _ALL_PROFILES, diff --git a/torax/torax_imastools/util.py b/torax/torax_imastools/util.py index decf3347..efab17ff 100644 --- a/torax/torax_imastools/util.py +++ b/torax/torax_imastools/util.py @@ -42,9 +42,7 @@ def requires_module(module_name: str): def decorator(func): def wrapper(*args, **kwargs): - try: - importlib.import_module(module_name) - except ImportError: + if importlib.util.find_spec(module_name) is None: raise ImportError( f"Required module '{module_name}' is not installed. " "Make sure you install the needed optional dependencies." From 1d6a5b3375ff2236e897e16f458509d19f0cd6f3 Mon Sep 17 00:00:00 2001 From: Sanders Mike EXT Date: Mon, 27 Jan 2025 16:09:46 +0100 Subject: [PATCH 4/4] imas test runs --- torax/geometry/tests/geometry.py | 2 +- torax/tests/sim.py | 2 -- torax/tests/test_data/test_imas.nc | Bin 0 -> 323208 bytes 3 files changed, 1 insertion(+), 3 deletions(-) create mode 100644 torax/tests/test_data/test_imas.nc diff --git a/torax/geometry/tests/geometry.py b/torax/geometry/tests/geometry.py index 03b014e7..637212b4 100644 --- a/torax/geometry/tests/geometry.py +++ b/torax/geometry/tests/geometry.py @@ -340,7 +340,7 @@ def f(): ) @parameterized.parameters([ dict(equilibrium_object='ITERhybrid_COCOS17_IDS_ddv4.nc'), - dict(equilibrium_object='ITERhybrid_COCOS17_IDS_hdf5_ddv4/equilibrium.h5'), + dict(equilibrium_object='ITERhybrid_COCOS17_IDS_hdf5_ddv4'), ]) def test_build_standard_geometry_from_IMAS(self, equilibrium_object): """Test that the default IMAS geometry can be built.""" diff --git 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