From 98da630ca20a94f2a74a2842c9dc368fab45d529 Mon Sep 17 00:00:00 2001 From: Sanders Mike EXT Date: Mon, 28 Jul 2025 17:11:32 +0200 Subject: [PATCH 01/18] initial muscle3 actor --- pyproject.toml | 5 + torax/_src/orchestration/muscle3_utils.py | 230 ++++++++++++++++++ torax/_src/orchestration/run_muscle3.py | 184 ++++++++++++++ .../orchestration/tests/muscle_actor_test.py | 121 +++++++++ torax/_src/output_tools/imas.py | 5 +- 5 files changed, 544 insertions(+), 1 deletion(-) create mode 100644 torax/_src/orchestration/muscle3_utils.py create mode 100644 torax/_src/orchestration/run_muscle3.py create mode 100644 torax/_src/orchestration/tests/muscle_actor_test.py diff --git a/pyproject.toml b/pyproject.toml index ae1d68db5..a3c643355 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -77,6 +77,11 @@ tutorial = [ "seaborn", "notebook", ] +# Installed through `pip install -e .[muscle3]` +muscle3 = [ + "muscle3", + "imas-core", +] [tool.isort] profile = "google" diff --git a/torax/_src/orchestration/muscle3_utils.py b/torax/_src/orchestration/muscle3_utils.py new file mode 100644 index 000000000..4bd0c7519 --- /dev/null +++ b/torax/_src/orchestration/muscle3_utils.py @@ -0,0 +1,230 @@ +""" +Utility functions for muscle3 and torax. +""" + +import logging +from typing import Optional + +from imas import DBEntry +from libmuscle import Instance +from torax._src.config.build_runtime_params import DynamicRuntimeParamsSliceProvider +from torax._src.config.build_runtime_params import get_consistent_dynamic_runtime_params_slice_and_geometry +from torax._src.config.config_loader import build_torax_config_from_file +from torax._src.config.runtime_params_slice import DynamicRuntimeParamsSlice +from torax._src.geometry.geometry_provider import GeometryProvider +from torax._src.orchestration import initial_state as initial_state_lib +from torax._src.orchestration import sim_state +from torax._src.orchestration.run_simulation import prepare_simulation +from torax._src.orchestration.step_function import SimulationStepFn +from torax._src.output_tools.imas import torax_state_to_imas_equilibrium +from torax._src.state import SimError +from ymmsl import Operator +from ymmsl import SettingValue + +logger = logging.getLogger() + + +from dataclasses import dataclass +from typing import Any, Dict, List, Optional, Tuple + +from imas import DBEntry +from imas import IDSFactory +from imas.ids_defs import CLOSEST_INTERP +from imas.ids_toplevel import IDSToplevel +from libmuscle import Instance +from libmuscle import Message +import numpy as np +from torax._src.geometry import geometry +from torax._src.geometry.geometry_provider import GeometryProvider +from torax._src.geometry.pydantic_model import Geometry +from torax._src.geometry.pydantic_model import GeometryConfig +from torax._src.geometry.pydantic_model import IMASConfig +from torax._src.orchestration import sim_state +from torax._src.torax_pydantic import model_config + + +@dataclass +class ExtraVarDir: + """Temp code for extra vars""" + + name: str + xs: List[float] + ys: List + + +class ExtraVarCollection: + """Temp code for extra vars""" + + extra_var_dirs: Dict[str, ExtraVarDir] + + def __init__(self, names: List[str] = []) -> None: + self.extra_var_dirs = { + name: ExtraVarDir(name=name, xs=[], ys=[]) for name in names + } + + def add_val(self, name: str, x: float, y: Any) -> None: + if name not in self.extra_var_dirs.keys(): + self.extra_var_dirs[name] = ExtraVarDir(name=name, xs=[], ys=[]) + self.extra_var_dirs[name].xs.append(x) + self.extra_var_dirs[name].ys.append(y) + + def pad_extra_vars(self) -> None: + for name in self.extra_var_dirs.keys(): + self.extra_var_dirs[name].xs = ( + [-np.inf] + self.extra_var_dirs[name].xs + [np.inf] + ) + self.extra_var_dirs[name].ys = ( + [self.extra_var_dirs[name].ys[0]] + + self.extra_var_dirs[name].ys + + [self.extra_var_dirs[name].ys[-1]] + ) + + def get_val(self, name: str, x: float) -> Any: + """Step interpolation""" + var_dir = self.extra_var_dirs[name] + idx = max(i for i in range(len(var_dir.xs)) if var_dir.xs[i] <= x) + return var_dir.ys[idx] + + +def receive_equilibrium( + instance: Instance, + geometry_provider: GeometryProvider, + state: sim_state.ToraxSimState, + config: model_config.ToraxConfig, + port_name: str, +) -> Tuple[GeometryProvider, float, Optional[float], ExtraVarCollection]: + # TODO: receive all inputs [equilibrium, core_profiles, core_profiles] + if not instance.is_connected(port_name): + return geometry_provider, state.t, None, ExtraVarCollection() + equilibrium_data, t_cur, t_next = receive_ids_through_muscle3( + instance, port_name, 'equilibrium' + ) + + geometry_configs = {} + extra_var_col = ExtraVarCollection() + torax_config_dict = get_geometry_config_dict(config) + torax_config_dict["geometry_type"] = "imas" + with DBEntry("imas:memory?path=/", "w") as db: + db.put(equilibrium_data) + for t in equilibrium_data.time: + my_slice = db.get_slice( + ids_name="equilibrium", + time_requested=t, + interpolation_method=CLOSEST_INTERP, + ) + config_kwargs = { + **torax_config_dict, + "equilibrium_object": my_slice, + "imas_uri": None, + "imas_filepath": None, + } + imas_cfg = IMASConfig(**config_kwargs) + cfg = GeometryConfig(config=imas_cfg) + geometry_configs[str(t)] = cfg + # temp extra vars code + extra_var_col.add_val( + "z_boundary_outline", + t, + np.asarray(my_slice.time_slice[0].boundary.outline.z), + ) + extra_var_col.add_val( + "r_boundary_outline", + t, + np.asarray(my_slice.time_slice[0].boundary.outline.r), + ) + geometry_provider = Geometry( + geometry_type=geometry.GeometryType.IMAS, + geometry_configs=geometry_configs, + ).build_provider + # temp extra vars code + extra_var_col.pad_extra_vars() + return geometry_provider, t_cur, t_next, extra_var_col + +def receive_ids_through_muscle3( + instance: Instance, + port_name: str, + ids_name: str, +) -> Tuple[IDSToplevel, float, Optional[float]]: + msg_equilibrium_in = instance.receive(port_name) + t_cur = msg_equilibrium_in.timestamp + t_next = msg_equilibrium_in.next_timestamp + equilibrium_data = getattr(IDSFactory(), "equilibrium")() + equilibrium_data.deserialize(msg_equilibrium_in.data) + return equilibrium_data, t_cur, t_next + +def send_ids_through_muscle3( + instance: Instance, + equilibrium_data: IDSToplevel, + port_name: str, + t_cur: float, + t_next: Optional[float] = None, +) -> None: + if not instance.is_connected(port_name): + return + msg_equilibrium_out = Message( + t_cur, data=equilibrium_data.serialize(), next_timestamp=t_next + ) + instance.send(port_name, msg_equilibrium_out) + + +def get_geometry_config_dict(config: model_config.ToraxConfig) -> dict: + # only get overlapping keys from given config and IMASConfig + imas_config_keys = IMASConfig.__annotations__ + # we can pick a random entry since all fields are time_invariant except hires_fac + # (which we can ignore) and equilibrium_object (which we overwrite) + if isinstance(config.geometry.geometry_configs, dict): + config_dict = list(config.geometry.geometry_configs.values())[0].config.__dict__ + else: + config_dict = config.geometry.geometry_configs.config.__dict__ + config_dict = { + key: value for key, value in config_dict.items() if key in imas_config_keys + } + return config_dict + + +def get_setting_optional( + instance: Instance, setting_name: str, default: Optional[SettingValue] = None +) -> Optional[SettingValue]: + """Helper function to get optional settings from instance""" + setting: Optional[SettingValue] + try: + setting = instance.get_setting(setting_name) + except KeyError: + setting = default + return setting + + +def get_t_next( + sim_state: sim_state.ToraxSimState, + dynamic_runtime_params_slice_provider: DynamicRuntimeParamsSliceProvider, + dynamic_runtime_params_slice: DynamicRuntimeParamsSlice, + step_fn: SimulationStepFn, + geometry_provider: GeometryProvider, +) -> float: + dynamic_runtime_params_slice_t, geo_t = ( + get_consistent_dynamic_runtime_params_slice_and_geometry( + t=sim_state.t, + dynamic_runtime_params_slice_provider=dynamic_runtime_params_slice_provider, + geometry_provider=geometry_provider, + ) + ) + dt = step_fn.time_step_calculator.next_dt( + sim_state.t, + dynamic_runtime_params_slice_t, + geo_t, + sim_state.core_profiles, + sim_state.core_transport + ) + t_next = sim_state.t + dt + if t_next > dynamic_runtime_params_slice.numerics.t_final: + t_next = None + return t_next + +def merge_extra_vars(equilibrium_data: IDSToplevel, extra_var_col: ExtraVarCollection): + equilibrium_data.time_slice[0].boundary.outline.z = extra_var_col.get_val( + "z_boundary_outline", equilibrium_data.time[0] + ) + equilibrium_data.time_slice[0].boundary.outline.r = extra_var_col.get_val( + "r_boundary_outline", equilibrium_data.time[0] + ) + return equilibrium_data diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py new file mode 100644 index 000000000..bd20c445f --- /dev/null +++ b/torax/_src/orchestration/run_muscle3.py @@ -0,0 +1,184 @@ +r""" +MUSCLE3 actor wrapping TORAX. + +Configuration can be specified as a path to a config file,. +and individual muscle3 config keys will be overwritten on that. + +Start without inputs and outputs, and then add a static and +later dynamic equilibrium input. + +Last (for sure) compatible torax commit: 4b76ef0566 +""" + +import logging + +from imas import DBEntry +from libmuscle import Instance +from torax._src.config.build_runtime_params import get_consistent_dynamic_runtime_params_slice_and_geometry +from torax._src.config import build_runtime_params +from torax._src.config.config_loader import build_torax_config_from_file +from torax._src.orchestration import initial_state as initial_state_lib +from torax._src.orchestration.muscle3_utils import get_geometry_config_dict +from torax._src.orchestration.muscle3_utils import get_setting_optional +from torax._src.orchestration.muscle3_utils import get_t_next +from torax._src.orchestration.muscle3_utils import merge_extra_vars +from torax._src.orchestration.muscle3_utils import receive_equilibrium +from torax._src.orchestration.muscle3_utils import receive_ids_through_muscle3 +from torax._src.orchestration.muscle3_utils import send_ids_through_muscle3 +from torax._src.orchestration.run_simulation import prepare_simulation +from torax._src.output_tools.imas import torax_state_to_imas_equilibrium +from torax._src.state import SimError +from ymmsl import Operator + +logger = logging.getLogger() + + +def main() -> None: + """Create TORAX instance and enter submodel execution loop""" + logger.info("Starting TORAX actor") + instance = Instance( + { + Operator.F_INIT: ["equilibrium_f_init"], + Operator.O_I: ["equilibrium_o_i"], + Operator.S: ["equilibrium_s"], + Operator.O_F: ["equilibrium_o_f"], + } + ) + + # enter re-use loop + first_run = True + while instance.reuse_instance(): + if first_run: + # load config file from path + config_module_str = instance.get_setting("python_config_module") + output_all_timeslices = get_setting_optional( + instance, "output_all_timeslices", False + ) + if output_all_timeslices: + db_out = DBEntry("imas:memory?path=/db_out/", "w") + + torax_config = build_torax_config_from_file( + path=config_module_str, + ) + ( + dynamic_runtime_params_slice_provider, + initial_state, + post_processed_outputs, + step_fn, + ) = prepare_simulation(torax_config) + + time_step_calculator_dynamic_params = dynamic_runtime_params_slice_provider( + initial_state.t + ).time_step_calculator + sim_state = initial_state + extra_var_col = None + t_next_outer = None + + # F_INIT + if instance.is_connected("equilibrium_f_init"): + step_fn._geometry_provider, t_cur, t_next_outer, extra_var_col = receive_equilibrium( + instance, + step_fn._geometry_provider, + sim_state, + torax_config, + "equilibrium_f_init", + ) + if first_run or instance.is_connected("equilibrium_f_init"): + static_runtime_params_slice = ( + build_runtime_params.build_static_params_from_config(torax_config) + ) + dynamic_runtime_params_slice, _ = ( + get_consistent_dynamic_runtime_params_slice_and_geometry( + t=sim_state.t, + dynamic_runtime_params_slice_provider=dynamic_runtime_params_slice_provider, + geometry_provider=step_fn._geometry_provider, + ) + ) + sim_state, post_processed_outputs = ( + initial_state_lib.get_initial_state_and_post_processed_outputs( + t=torax_config.numerics.t_initial, + static_runtime_params_slice=static_runtime_params_slice, + dynamic_runtime_params_slice_provider=dynamic_runtime_params_slice_provider, + geometry_provider=step_fn._geometry_provider, + step_fn=step_fn, + ) + ) + first_run = False + + equilibrium_data = torax_state_to_imas_equilibrium(sim_state, post_processed_outputs) + if extra_var_col is not None: + equilibrium_data = merge_extra_vars(equilibrium_data, extra_var_col) + + if output_all_timeslices: + db_out.put_slice(equilibrium_data) + + # Advance the simulation until the time_step_calculator tells us we are done. + while step_fn.time_step_calculator.not_done( + sim_state.t, + dynamic_runtime_params_slice.numerics.t_final, + time_step_calculator_dynamic_params, + ): + # O_I + t_next_inner = get_t_next( + sim_state, + dynamic_runtime_params_slice_provider, + dynamic_runtime_params_slice, + step_fn, + step_fn._geometry_provider, + ) + send_ids_through_muscle3( + instance, + equilibrium_data, + "equilibrium_o_i", + sim_state.t, + t_next=t_next_inner, + ) + + # S + if instance.is_connected("equilibrium_s"): + step_fn._geometry_provider, t_cur, _, extra_var_col = receive_equilibrium( + instance, + step_fn._geometry_provider, + sim_state, + torax_config, + "equilibrium_s", + ) + + sim_state, post_processed_outputs, sim_error = step_fn( + sim_state, + post_processed_outputs, + ) + equilibrium_data = torax_state_to_imas_equilibrium(sim_state, post_processed_outputs) + if extra_var_col is not None: + equilibrium_data = merge_extra_vars(equilibrium_data, extra_var_col) + + if output_all_timeslices: + db_out.put_slice(equilibrium_data) + + if sim_error != SimError.NO_ERROR: + raise Exception() + + # Update the final time step's source profiles based on the explicit source + # profiles computed based on the final state. + logging.info("Updating last step's source profiles.") + + # O_F + if output_all_timeslices: + equilibrium_data = db_out.get("equilibrium") + db_out.close() + + send_ids_through_muscle3( + instance, + equilibrium_data, + "equilibrium_o_f", + sim_state.t, + t_next=t_next_outer, + ) + + +if __name__ == "__main__": + logging.basicConfig( + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", + level=logging.INFO, + ) + main() diff --git a/torax/_src/orchestration/tests/muscle_actor_test.py b/torax/_src/orchestration/tests/muscle_actor_test.py new file mode 100644 index 000000000..1fa91775b --- /dev/null +++ b/torax/_src/orchestration/tests/muscle_actor_test.py @@ -0,0 +1,121 @@ +import imas +import pytest +import torax +from torax._src.orchestration.run_muscle3 import main as torax_actor + +# libmuscle and ymmsl are optional dependencies, so may not be installed +libmuscle = pytest.importorskip("libmuscle") +ymmsl = pytest.importorskip("ymmsl") + +# imas_core is required for IDS serialize, unfortunately this means we cannot run these +# tests in github Actions yet.. +pytest.importorskip("imas_core") + + +def source_for_tests(): + """MUSCLE3 actor sending out imas data to test torax-m3 actor""" + instance = libmuscle.Instance({ymmsl.Operator.O_F: ["equilibrium_out"]}) + while instance.reuse_instance(): + imas_filepath = instance.get_setting("imas_source") + with imas.DBEntry(uri=imas_filepath, mode="r") as db: + equilibrium_data = db.get(ids_name="equilibrium") + + msg_equilibrium_out = libmuscle.Message( + 0, data=equilibrium_data.serialize(), next_timestamp=1 + ) + instance.send("equilibrium_out", msg_equilibrium_out) + + +def sink_for_tests(): + """MUSCLE3 actor receiving imas data to test torax-m3 actor""" + instance = libmuscle.Instance({ymmsl.Operator.F_INIT: ["equilibrium_in"]}) + while instance.reuse_instance(): + data_sink_path = instance.get_setting("imas_sink") + msg_equilibrium_in = instance.receive("equilibrium_in") + equilibrium_data = imas.IDSFactory().equilibrium() + equilibrium_data.deserialize(msg_equilibrium_in.data) + with imas.DBEntry(uri=data_sink_path, mode="w") as db: + db.put(equilibrium_data) + + +YMMSL_OUTPUT = """ +ymmsl_version: v0.1 +model: + name: test_model + components: + sink: + implementation: sink + ports: + f_init: [equilibrium_in] + torax: + implementation: torax + ports: + o_f: [equilibrium_o_f] + conduits: + torax.equilibrium_o_f: sink.equilibrium_in +settings: + sink.imas_sink: {data_sink_path} + torax.python_config_module: {config_path} +""" + +YMMSL_INPUT = """ +ymmsl_version: v0.1 +model: + name: test_model + components: + source: + implementation: source + ports: + o_f: [equilibrium_out] + torax: + implementation: torax + ports: + f_init: [equilibrium_f_init] + conduits: + source.equilibrium_out: torax.equilibrium_f_init +settings: + source.imas_source: {data_source_path} + torax.python_config_module: {config_path} +""" + + +# Running `os.fork()` after `import pandas` triggers this warning... +# It doesn't seem to be an issue (and not relevant in production where muscle_manager +# will start the actor in a standalone process), so we'll ignore this warning: +@pytest.mark.filterwarnings("ignore:.*use of fork():DeprecationWarning") +def test_actor_input(tmp_path, monkeypatch): + monkeypatch.chdir(tmp_path) + filename = "ITERhybrid_COCOS17_IDS_ddv4.nc" + data_source_path = f"{torax.__path__[0]}/data/third_party/geo/{filename}" + # config_path = f"{torax.__path__[0]}/examples/iterhybrid_predictor_corrector.py" + config_path = f"{torax.__path__[0]}/examples/basic_config.py" + configuration = ymmsl.load( + YMMSL_INPUT.format( + data_source_path=data_source_path, + config_path=config_path, + ) + ) + implementations = { + "source": source_for_tests, + "torax": torax_actor, + } + libmuscle.runner.run_simulation(configuration, implementations) + + +@pytest.mark.filterwarnings("ignore:.*use of fork():DeprecationWarning") +def test_actor_output(tmp_path, monkeypatch): + monkeypatch.chdir(tmp_path) + data_sink_path = (tmp_path / "sink_dir").absolute() + config_path = f"{torax.__path__[0]}/examples/iterhybrid_predictor_corrector.py" + configuration = ymmsl.load( + YMMSL_OUTPUT.format( + data_sink_path=data_sink_path, + config_path=config_path, + ) + ) + implementations = { + "sink": sink_for_tests, + "torax": torax_actor, + } + libmuscle.runner.run_simulation(configuration, implementations) + diff --git a/torax/_src/output_tools/imas.py b/torax/_src/output_tools/imas.py index 6ee8c5a04..bc35a4c14 100644 --- a/torax/_src/output_tools/imas.py +++ b/torax/_src/output_tools/imas.py @@ -70,7 +70,10 @@ def torax_state_to_imas_equilibrium( eq.profiles_1d.triangularity_upper = geometry.delta_upper_face eq.profiles_1d.triangularity_lower = geometry.delta_lower_face eq.profiles_1d.elongation = geometry.elongation_face - eq.global_quantities.magnetic_axis.z = geometry.z_magnetic_axis() + try: + eq.global_quantities.magnetic_axis.z = geometry.z_magnetic_axis() + except ValueError as e: + pass eq.global_quantities.ip = -1 * geometry.Ip_profile_face[-1] eq.profiles_1d.j_phi = -1 * core_profiles.j_total_face eq.profiles_1d.volume = geometry.volume_face From caf8b710397a1460f097a5b2fc76ddbf740a481c Mon Sep 17 00:00:00 2001 From: Sanders Mike EXT Date: Tue, 29 Jul 2025 13:38:44 +0200 Subject: [PATCH 02/18] numpy concatenate instead of numpy concat --- torax/_src/output_tools/imas.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/torax/_src/output_tools/imas.py b/torax/_src/output_tools/imas.py index bc35a4c14..084ef46d2 100644 --- a/torax/_src/output_tools/imas.py +++ b/torax/_src/output_tools/imas.py @@ -94,19 +94,19 @@ def torax_state_to_imas_equilibrium( # gm7 = <\nabla V> / (dV/drhotor) gm7 = np.array(geometry.g0_face[1:] / (dvoldpsi[1:] * dpsidrhotor[1:])) gm7_on_axis = np.array([1.0]) - gm7 = np.concat([gm7_on_axis, gm7]) + gm7 = np.concatenate([gm7_on_axis, gm7]) eq.profiles_1d.gm7 = gm7 # gm3 = <(\nabla V)**2>/(dV/drhotor)**2 gm3 = np.array( geometry.g1_face[1:] / (dpsidrhotor[1:] ** 2 * dvoldpsi[1:] ** 2) ) gm3_on_axis = np.array([1.0]) - gm3 = np.concat([gm3_on_axis, gm3]) + gm3 = np.concatenate([gm3_on_axis, gm3]) eq.profiles_1d.gm3 = gm3 # gm2 = <(\nabla V)**2/R**2>/(dV/drhotor)**2 gm2 = np.array(geometry.g2_face[1:] / (dpsidrhotor[1:]**2 * dvoldpsi[1:]**2)) gm2_on_axis = np.array([1 / (geometry.R_major**2)]) - gm2 = np.concat([gm2_on_axis, gm2]) + gm2 = np.concatenate([gm2_on_axis, gm2]) eq.profiles_1d.gm2 = gm2 # Quantities useful for coupling with equilibrium code From dba13ffb9c2245267495f7dcc2a59953d8603f59 Mon Sep 17 00:00:00 2001 From: Sanders Mike EXT Date: Wed, 30 Jul 2025 10:51:06 +0200 Subject: [PATCH 03/18] temp fix for F shift --- torax/_src/geometry/imas.py | 3 ++- torax/_src/orchestration/tests/muscle_actor_test.py | 3 ++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/torax/_src/geometry/imas.py b/torax/_src/geometry/imas.py index 806526541..d44ff8345 100644 --- a/torax/_src/geometry/imas.py +++ b/torax/_src/geometry/imas.py @@ -74,8 +74,9 @@ def geometry_from_IMAS( # TODO(b/431977390): Currently only the first time slice is used, extend to # support multiple time slices. IMAS_data = equilibrium.time_slice[0] - B_0 = np.abs(IMAS_data.global_quantities.magnetic_axis.b_field_phi) R_major = np.asarray(equilibrium.vacuum_toroidal_field.r0) + # B_0 = np.asarray(np.abs(equilibrium.vacuum_toroidal_field.b0[0])) + B_0 = np.asarray(np.abs(IMAS_data.profiles_1d.f[-1]) / R_major) # Poloidal flux. psi = 1 * IMAS_data.profiles_1d.psi # Sign changed ddv4 diff --git a/torax/_src/orchestration/tests/muscle_actor_test.py b/torax/_src/orchestration/tests/muscle_actor_test.py index 1fa91775b..d32227a07 100644 --- a/torax/_src/orchestration/tests/muscle_actor_test.py +++ b/torax/_src/orchestration/tests/muscle_actor_test.py @@ -1,12 +1,13 @@ import imas import pytest import torax -from torax._src.orchestration.run_muscle3 import main as torax_actor # libmuscle and ymmsl are optional dependencies, so may not be installed libmuscle = pytest.importorskip("libmuscle") ymmsl = pytest.importorskip("ymmsl") +from torax._src.orchestration.run_muscle3 import main as torax_actor + # imas_core is required for IDS serialize, unfortunately this means we cannot run these # tests in github Actions yet.. pytest.importorskip("imas_core") From 5858ade7aac7e9debc2a6597c5580e6e6cf4f5b2 Mon Sep 17 00:00:00 2001 From: Sanders Mike EXT Date: Tue, 12 Aug 2025 14:40:34 +0200 Subject: [PATCH 04/18] fix output test --- torax/_src/orchestration/tests/muscle_actor_test.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/torax/_src/orchestration/tests/muscle_actor_test.py b/torax/_src/orchestration/tests/muscle_actor_test.py index d32227a07..fcc5b949a 100644 --- a/torax/_src/orchestration/tests/muscle_actor_test.py +++ b/torax/_src/orchestration/tests/muscle_actor_test.py @@ -107,10 +107,11 @@ def test_actor_input(tmp_path, monkeypatch): def test_actor_output(tmp_path, monkeypatch): monkeypatch.chdir(tmp_path) data_sink_path = (tmp_path / "sink_dir").absolute() + sink_uri = f"imas:hdf5?path={data_sink_path}" config_path = f"{torax.__path__[0]}/examples/iterhybrid_predictor_corrector.py" configuration = ymmsl.load( YMMSL_OUTPUT.format( - data_sink_path=data_sink_path, + data_sink_path=sink_uri, config_path=config_path, ) ) From 0e2670a5e49bb6652391f37f61e348839bfaf1f4 Mon Sep 17 00:00:00 2001 From: Sanders Mike EXT Date: Tue, 12 Aug 2025 16:08:15 +0200 Subject: [PATCH 05/18] add docs for muscle3 torax actor --- docs/running_muscle3.rst | 47 ++++++++++++++++++++++++++++++++++++++++ docs/user_guides.rst | 1 + 2 files changed, 48 insertions(+) create mode 100644 docs/running_muscle3.rst diff --git a/docs/running_muscle3.rst b/docs/running_muscle3.rst new file mode 100644 index 000000000..bc032bba9 --- /dev/null +++ b/docs/running_muscle3.rst @@ -0,0 +1,47 @@ +.. _running_muscle3: + +Running simulations with Muscle3 +################################ + +For general MUSCLE3 workflow instructions, see the `MUSCLE3 documentation `_. + +This page shows the specifications for the MUSCLE3 actor running the Torax core transport simulator. + +Available Operational Modes +--------------------------- + +- ***Torax actor***: Default. + +.. code-block:: bash + + implementations: + torax: + executable: python + args: "-u -m torax._src.orchestration.run_muscle3" + +Available Settings +------------------ + +* Mandatory + + - ***python_config_module***: (string) configuration module for torax + +* Optional + + - ***output_all_timeslices***: (string) IMAS Data Dictionary version number to which data will be converted. Defaults to original dd_version of the data. + +Available Ports +--------------- + +The Torax actor currently only has equilibrium IDS input and output. + +* Optional + + - ***equilibrium_f_init (F_INIT)***: equilibrium IDS as initial input. + - ***equilibrium_o_i (O_I)***: equilibrium IDS as inner loop output. + - ***equilibrium_s (S)***: equilibrium IDS as inner loop input. + - ***equilibrium_o_f (O_F)***: equilibrium IDS as final output. + +General +------- +The torax actor can be used with IMAS DDv4. diff --git a/docs/user_guides.rst b/docs/user_guides.rst index f3a519037..d22bb9b4d 100644 --- a/docs/user_guides.rst +++ b/docs/user_guides.rst @@ -14,6 +14,7 @@ input and output, the TORAX equation summary, solver details, and physics model output running running_programmatically + running_muscle3 plotting cache From 51e80933f6667ea684f261230823ea6bef10dd5e Mon Sep 17 00:00:00 2001 From: Sanders Mike EXT Date: Tue, 12 Aug 2025 16:40:12 +0200 Subject: [PATCH 06/18] update test imas nc 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zC89b4&$rC0MU=@L@$F@Gh^n0>?MnO#QF0rJ@$Py=+3V^x3<=Vfan0Viu5P9j*X%Kg zOZ+e2jRV*0@XMaL)t$x^*DQXgP1=8_fVRhnss>Jv57kTY9$4zXP1~|68#yhjEh}r$ z=)pVMmi1l}r)5nd0DIno{`0jXJIkpIakc5GX-xxoR;Dm?PqhIYgUoyC@o|4BUzmhELBe{Bj4Z q)E3vD#a#p!o5eioq>}yNMI)gv>ZIa?V0?XWCNSo|Wcm7TN&F44V+1k) From 56be5b2d92781008dedfce681f8d094560090678 Mon Sep 17 00:00:00 2001 From: Sanders Mike EXT Date: Tue, 12 Aug 2025 17:00:08 +0200 Subject: [PATCH 07/18] lint --- torax/_src/orchestration/run_muscle3.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index bd20c445f..b3b050ff5 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -14,8 +14,8 @@ from imas import DBEntry from libmuscle import Instance -from torax._src.config.build_runtime_params import get_consistent_dynamic_runtime_params_slice_and_geometry from torax._src.config import build_runtime_params +from torax._src.config.build_runtime_params import get_consistent_dynamic_runtime_params_slice_and_geometry from torax._src.config.config_loader import build_torax_config_from_file from torax._src.orchestration import initial_state as initial_state_lib from torax._src.orchestration.muscle3_utils import get_geometry_config_dict From d7d293148631cde369deee705bc8f745e9d4f576 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Fri, 29 Aug 2025 11:14:38 +0200 Subject: [PATCH 08/18] fix initialization and Ip in muscle3 actor --- torax/_src/orchestration/muscle3_utils.py | 1 + torax/_src/orchestration/run_muscle3.py | 20 ++++++++++++++++---- 2 files changed, 17 insertions(+), 4 deletions(-) diff --git a/torax/_src/orchestration/muscle3_utils.py b/torax/_src/orchestration/muscle3_utils.py index 4bd0c7519..c70a9dfb5 100644 --- a/torax/_src/orchestration/muscle3_utils.py +++ b/torax/_src/orchestration/muscle3_utils.py @@ -117,6 +117,7 @@ def receive_equilibrium( "equilibrium_object": my_slice, "imas_uri": None, "imas_filepath": None, + "Ip_from_parameters": False, } imas_cfg = IMASConfig(**config_kwargs) cfg = GeometryConfig(config=imas_cfg) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index b3b050ff5..a8701543f 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -62,15 +62,14 @@ def main() -> None: ) ( dynamic_runtime_params_slice_provider, - initial_state, + sim_state, post_processed_outputs, step_fn, ) = prepare_simulation(torax_config) time_step_calculator_dynamic_params = dynamic_runtime_params_slice_provider( - initial_state.t + sim_state.t ).time_step_calculator - sim_state = initial_state extra_var_col = None t_next_outer = None @@ -83,6 +82,7 @@ def main() -> None: torax_config, "equilibrium_f_init", ) + sim_state.t = t_cur if first_run or instance.is_connected("equilibrium_f_init"): static_runtime_params_slice = ( build_runtime_params.build_static_params_from_config(torax_config) @@ -94,17 +94,28 @@ def main() -> None: geometry_provider=step_fn._geometry_provider, ) ) + # next function loses sim_state.t information so readd it + my_t = sim_state.t sim_state, post_processed_outputs = ( initial_state_lib.get_initial_state_and_post_processed_outputs( - t=torax_config.numerics.t_initial, + t=sim_state.t, static_runtime_params_slice=static_runtime_params_slice, dynamic_runtime_params_slice_provider=dynamic_runtime_params_slice_provider, geometry_provider=step_fn._geometry_provider, step_fn=step_fn, ) ) + sim_state.t = my_t + sim_state.geometry = step_fn._geometry_provider(sim_state.t) first_run = False + # temp + sim_state, post_processed_outputs, sim_error = step_fn( + sim_state, + post_processed_outputs, + ) + # temp + equilibrium_data = torax_state_to_imas_equilibrium(sim_state, post_processed_outputs) if extra_var_col is not None: equilibrium_data = merge_extra_vars(equilibrium_data, extra_var_col) @@ -112,6 +123,7 @@ def main() -> None: if output_all_timeslices: db_out.put_slice(equilibrium_data) + # TODO: Needs proper way to implement stopping condition if used as micro component # Advance the simulation until the time_step_calculator tells us we are done. while step_fn.time_step_calculator.not_done( sim_state.t, From c2bb0f3bc72ff3baa05181c07e27920b6309c560 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Wed, 10 Sep 2025 16:56:49 +0200 Subject: [PATCH 09/18] convert to class based approach for muscle actor --- torax/_src/orchestration/muscle3_utils.py | 108 ------- torax/_src/orchestration/run_muscle3.py | 376 ++++++++++++++-------- 2 files changed, 241 insertions(+), 243 deletions(-) diff --git a/torax/_src/orchestration/muscle3_utils.py b/torax/_src/orchestration/muscle3_utils.py index c70a9dfb5..390e97580 100644 --- a/torax/_src/orchestration/muscle3_utils.py +++ b/torax/_src/orchestration/muscle3_utils.py @@ -86,88 +86,6 @@ def get_val(self, name: str, x: float) -> Any: return var_dir.ys[idx] -def receive_equilibrium( - instance: Instance, - geometry_provider: GeometryProvider, - state: sim_state.ToraxSimState, - config: model_config.ToraxConfig, - port_name: str, -) -> Tuple[GeometryProvider, float, Optional[float], ExtraVarCollection]: - # TODO: receive all inputs [equilibrium, core_profiles, core_profiles] - if not instance.is_connected(port_name): - return geometry_provider, state.t, None, ExtraVarCollection() - equilibrium_data, t_cur, t_next = receive_ids_through_muscle3( - instance, port_name, 'equilibrium' - ) - - geometry_configs = {} - extra_var_col = ExtraVarCollection() - torax_config_dict = get_geometry_config_dict(config) - torax_config_dict["geometry_type"] = "imas" - with DBEntry("imas:memory?path=/", "w") as db: - db.put(equilibrium_data) - for t in equilibrium_data.time: - my_slice = db.get_slice( - ids_name="equilibrium", - time_requested=t, - interpolation_method=CLOSEST_INTERP, - ) - config_kwargs = { - **torax_config_dict, - "equilibrium_object": my_slice, - "imas_uri": None, - "imas_filepath": None, - "Ip_from_parameters": False, - } - imas_cfg = IMASConfig(**config_kwargs) - cfg = GeometryConfig(config=imas_cfg) - geometry_configs[str(t)] = cfg - # temp extra vars code - extra_var_col.add_val( - "z_boundary_outline", - t, - np.asarray(my_slice.time_slice[0].boundary.outline.z), - ) - extra_var_col.add_val( - "r_boundary_outline", - t, - np.asarray(my_slice.time_slice[0].boundary.outline.r), - ) - geometry_provider = Geometry( - geometry_type=geometry.GeometryType.IMAS, - geometry_configs=geometry_configs, - ).build_provider - # temp extra vars code - extra_var_col.pad_extra_vars() - return geometry_provider, t_cur, t_next, extra_var_col - -def receive_ids_through_muscle3( - instance: Instance, - port_name: str, - ids_name: str, -) -> Tuple[IDSToplevel, float, Optional[float]]: - msg_equilibrium_in = instance.receive(port_name) - t_cur = msg_equilibrium_in.timestamp - t_next = msg_equilibrium_in.next_timestamp - equilibrium_data = getattr(IDSFactory(), "equilibrium")() - equilibrium_data.deserialize(msg_equilibrium_in.data) - return equilibrium_data, t_cur, t_next - -def send_ids_through_muscle3( - instance: Instance, - equilibrium_data: IDSToplevel, - port_name: str, - t_cur: float, - t_next: Optional[float] = None, -) -> None: - if not instance.is_connected(port_name): - return - msg_equilibrium_out = Message( - t_cur, data=equilibrium_data.serialize(), next_timestamp=t_next - ) - instance.send(port_name, msg_equilibrium_out) - - def get_geometry_config_dict(config: model_config.ToraxConfig) -> dict: # only get overlapping keys from given config and IMASConfig imas_config_keys = IMASConfig.__annotations__ @@ -195,32 +113,6 @@ def get_setting_optional( return setting -def get_t_next( - sim_state: sim_state.ToraxSimState, - dynamic_runtime_params_slice_provider: DynamicRuntimeParamsSliceProvider, - dynamic_runtime_params_slice: DynamicRuntimeParamsSlice, - step_fn: SimulationStepFn, - geometry_provider: GeometryProvider, -) -> float: - dynamic_runtime_params_slice_t, geo_t = ( - get_consistent_dynamic_runtime_params_slice_and_geometry( - t=sim_state.t, - dynamic_runtime_params_slice_provider=dynamic_runtime_params_slice_provider, - geometry_provider=geometry_provider, - ) - ) - dt = step_fn.time_step_calculator.next_dt( - sim_state.t, - dynamic_runtime_params_slice_t, - geo_t, - sim_state.core_profiles, - sim_state.core_transport - ) - t_next = sim_state.t + dt - if t_next > dynamic_runtime_params_slice.numerics.t_final: - t_next = None - return t_next - def merge_extra_vars(equilibrium_data: IDSToplevel, extra_var_col: ExtraVarCollection): equilibrium_data.time_slice[0].boundary.outline.z = extra_var_col.get_val( "z_boundary_outline", equilibrium_data.time[0] diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index a8701543f..9a6903ca1 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -11,20 +11,28 @@ """ import logging +from typing import Optional from imas import DBEntry +from imas import IDSFactory +from imas.ids_defs import CLOSEST_INTERP +from imas.ids_toplevel import IDSToplevel from libmuscle import Instance +from libmuscle import Message +import numpy as np from torax._src.config import build_runtime_params from torax._src.config.build_runtime_params import get_consistent_dynamic_runtime_params_slice_and_geometry from torax._src.config.config_loader import build_torax_config_from_file +from torax._src.geometry import geometry +from torax._src.geometry.pydantic_model import Geometry +from torax._src.geometry.pydantic_model import GeometryConfig +from torax._src.geometry.pydantic_model import IMASConfig from torax._src.orchestration import initial_state as initial_state_lib +from torax._src.orchestration import sim_state +from torax._src.orchestration.muscle3_utils import ExtraVarCollection from torax._src.orchestration.muscle3_utils import get_geometry_config_dict from torax._src.orchestration.muscle3_utils import get_setting_optional -from torax._src.orchestration.muscle3_utils import get_t_next from torax._src.orchestration.muscle3_utils import merge_extra_vars -from torax._src.orchestration.muscle3_utils import receive_equilibrium -from torax._src.orchestration.muscle3_utils import receive_ids_through_muscle3 -from torax._src.orchestration.muscle3_utils import send_ids_through_muscle3 from torax._src.orchestration.run_simulation import prepare_simulation from torax._src.output_tools.imas import torax_state_to_imas_equilibrium from torax._src.state import SimError @@ -33,159 +41,257 @@ logger = logging.getLogger() -def main() -> None: - """Create TORAX instance and enter submodel execution loop""" - logger.info("Starting TORAX actor") - instance = Instance( - { - Operator.F_INIT: ["equilibrium_f_init"], - Operator.O_I: ["equilibrium_o_i"], - Operator.S: ["equilibrium_s"], - Operator.O_F: ["equilibrium_o_f"], - } - ) +class ToraxMuscleRunner: + first_run: bool = True + output_all_timeslices: bool = False + db_out: Optional[IDSToplevel] = None + torax_config = None + dynamic_runtime_params_slice_provider = None + sim_state = None + post_processed_outputs = None + step_fn = None + time_step_calculator_dynamic_params = None + extra_var_col = None + t_cur = None + t_next_inner = None + t_next_outer = None + finished = False - # enter re-use loop - first_run = True - while instance.reuse_instance(): - if first_run: - # load config file from path - config_module_str = instance.get_setting("python_config_module") - output_all_timeslices = get_setting_optional( - instance, "output_all_timeslices", False - ) - if output_all_timeslices: - db_out = DBEntry("imas:memory?path=/db_out/", "w") + def __init__(self): + self.get_instance() + self.extra_var_col = ExtraVarCollection() - torax_config = build_torax_config_from_file( - path=config_module_str, - ) - ( - dynamic_runtime_params_slice_provider, - sim_state, - post_processed_outputs, - step_fn, - ) = prepare_simulation(torax_config) - - time_step_calculator_dynamic_params = dynamic_runtime_params_slice_provider( - sim_state.t + def run_sim(self): + if self.finished: + raise Warning("Already finished") + + while self.instance.reuse_instance(): + if self.first_run: + self.run_prep() + self.run_f_init() + while self.step_fn.time_step_calculator.not_done( + self.t_cur, + self.t_final, + self.time_step_calculator_dynamic_params, + ): + self.run_o_i() + self.run_s() + self.run_timestep() + self.run_o_f() + + self.finished = True + + def run_prep(self): + self.output_all_timeslices = get_setting_optional( + self.instance, "output_all_timeslices", False + ) + # load config file from path + config_module_str = self.instance.get_setting("python_config_module") + if self.output_all_timeslices: + self.db_out = DBEntry("imas:memory?path=/db_out/", "w") + self.torax_config = build_torax_config_from_file( + path=config_module_str, + ) + ( + self.dynamic_runtime_params_slice_provider, + self.sim_state, + self.post_processed_outputs, + self.step_fn, + ) = prepare_simulation(self.torax_config) + + self.time_step_calculator_dynamic_params = ( + self.dynamic_runtime_params_slice_provider( + self.sim_state.t ).time_step_calculator - extra_var_col = None - t_next_outer = None - - # F_INIT - if instance.is_connected("equilibrium_f_init"): - step_fn._geometry_provider, t_cur, t_next_outer, extra_var_col = receive_equilibrium( - instance, - step_fn._geometry_provider, - sim_state, - torax_config, - "equilibrium_f_init", - ) - sim_state.t = t_cur - if first_run or instance.is_connected("equilibrium_f_init"): + ) + + def run_f_init(self): + self.receive_equilibrium(port_name="f_init") + self.sim_state.t = self.t_cur + if self.first_run or self.instance.is_connected("equilibrium_f_init"): static_runtime_params_slice = ( - build_runtime_params.build_static_params_from_config(torax_config) + build_runtime_params.build_static_params_from_config(self.torax_config) ) dynamic_runtime_params_slice, _ = ( get_consistent_dynamic_runtime_params_slice_and_geometry( - t=sim_state.t, - dynamic_runtime_params_slice_provider=dynamic_runtime_params_slice_provider, - geometry_provider=step_fn._geometry_provider, + t=self.sim_state.t, + dynamic_runtime_params_slice_provider=self.dynamic_runtime_params_slice_provider, + geometry_provider=self.step_fn._geometry_provider, ) ) # next function loses sim_state.t information so readd it - my_t = sim_state.t - sim_state, post_processed_outputs = ( + self.t_cur = self.sim_state.t + self.sim_state, self.post_processed_outputs = ( initial_state_lib.get_initial_state_and_post_processed_outputs( - t=sim_state.t, + t=self.sim_state.t, static_runtime_params_slice=static_runtime_params_slice, - dynamic_runtime_params_slice_provider=dynamic_runtime_params_slice_provider, - geometry_provider=step_fn._geometry_provider, - step_fn=step_fn, + dynamic_runtime_params_slice_provider=self.dynamic_runtime_params_slice_provider, + geometry_provider=self.step_fn._geometry_provider, + step_fn=self.step_fn, ) ) - sim_state.t = my_t - sim_state.geometry = step_fn._geometry_provider(sim_state.t) - first_run = False - - # temp - sim_state, post_processed_outputs, sim_error = step_fn( - sim_state, - post_processed_outputs, + self.sim_state.t = self.t_cur + self.sim_state.geometry = self.step_fn._geometry_provider(self.sim_state.t) + self.t_final = dynamic_runtime_params_slice.numerics.t_final + self.first_run = False + + equilibrium_data = torax_state_to_imas_equilibrium( + self.sim_state, self.post_processed_outputs ) - # temp - - equilibrium_data = torax_state_to_imas_equilibrium(sim_state, post_processed_outputs) - if extra_var_col is not None: - equilibrium_data = merge_extra_vars(equilibrium_data, extra_var_col) - - if output_all_timeslices: - db_out.put_slice(equilibrium_data) - - # TODO: Needs proper way to implement stopping condition if used as micro component - # Advance the simulation until the time_step_calculator tells us we are done. - while step_fn.time_step_calculator.not_done( - sim_state.t, - dynamic_runtime_params_slice.numerics.t_final, - time_step_calculator_dynamic_params, - ): - # O_I - t_next_inner = get_t_next( - sim_state, - dynamic_runtime_params_slice_provider, - dynamic_runtime_params_slice, - step_fn, - step_fn._geometry_provider, + if self.extra_var_col is not None: + equilibrium_data = merge_extra_vars(equilibrium_data, self.extra_var_col) + + if self.output_all_timeslices: + self.db_out.put_slice(equilibrium_data) + + def run_o_i(self): + self.t_next_inner = self.get_t_next() + if self.instance.is_connected("equilibrium_o_i"): + equilibrium_data = torax_state_to_imas_equilibrium( + self.sim_state, self.post_processed_outputs ) - send_ids_through_muscle3( - instance, - equilibrium_data, - "equilibrium_o_i", - sim_state.t, - t_next=t_next_inner, + if self.extra_var_col is not None: + equilibrium_data = merge_extra_vars( + equilibrium_data, self.extra_var_col + ) + self.send_ids(equilibrium_data, "equilibrium", "o_i") + + def run_s(self): + if self.instance.is_connected("equilibrium_s"): + self.receive_equilibrium(port_name="s") + + def run_timestep(self): + self.sim_state, self.post_processed_outputs, sim_error = self.step_fn( + self.sim_state, + self.post_processed_outputs, + ) + + if self.output_all_timeslices: + equilibrium_data = torax_state_to_imas_equilibrium( + self.sim_state, self.post_processed_outputs ) + if self.extra_var_col is not None: + equilibrium_data = merge_extra_vars( + equilibrium_data, self.extra_var_col + ) + self.db_out.put_slice(equilibrium_data) + + if sim_error != SimError.NO_ERROR: + raise Exception() + + def run_o_f(self): + if self.output_all_timeslices: + equilibrium_data = self.db_out.get("equilibrium") + self.db_out.close() + + self.send_ids(equilibrium_data, "equilibrium", "o_f") + + def get_instance(self): + self.instance = Instance( + { + Operator.F_INIT: ["equilibrium_f_init"], + Operator.O_I: ["equilibrium_o_i"], + Operator.S: ["equilibrium_s"], + Operator.O_F: ["equilibrium_o_f"], + } + ) + + def receive_equilibrium(self, port_name: str): + if not self.instance.is_connected(f"equilibrium_{port_name}"): + return + equilibrium_data, self.t_cur, t_next = self.receive_ids( + "equilibrium", port_name + ) + if port_name == "f_init": + self.t_next_outer = t_next + elif port_name == "s": + self.t_next_inner = t_next + geometry_configs = {} + torax_config_dict = get_geometry_config_dict(self.torax_config) + torax_config_dict["geometry_type"] = "imas" - # S - if instance.is_connected("equilibrium_s"): - step_fn._geometry_provider, t_cur, _, extra_var_col = receive_equilibrium( - instance, - step_fn._geometry_provider, - sim_state, - torax_config, - "equilibrium_s", + with DBEntry("imas:memory?path=/", "w") as db: + db.put(equilibrium_data) + for t in equilibrium_data.time: + my_slice = db.get_slice( + ids_name="equilibrium", + time_requested=t, + interpolation_method=CLOSEST_INTERP, ) + config_kwargs = { + **torax_config_dict, + "equilibrium_object": my_slice, + "imas_uri": None, + "imas_filepath": None, + "Ip_from_parameters": False, + } + imas_cfg = IMASConfig(**config_kwargs) + cfg = GeometryConfig(config=imas_cfg) + geometry_configs[str(t)] = cfg + # temp extra vars code + self.extra_var_col.add_val( + "z_boundary_outline", + t, + np.asarray(my_slice.time_slice[0].boundary.outline.z), + ) + self.extra_var_col.add_val( + "r_boundary_outline", + t, + np.asarray(my_slice.time_slice[0].boundary.outline.r), + ) + self.step_fn._geometry_provider = Geometry( + geometry_type=geometry.GeometryType.IMAS, + geometry_configs=geometry_configs, + ).build_provider + # temp extra vars code + self.extra_var_col.pad_extra_vars() + + def receive_ids(self, ids_name, port_name): + if not self.instance.is_connected(f"{ids_name}_{port_name}"): + return + msg = self.instance.receive(f"{ids_name}_{port_name}") + t_cur = msg.timestamp + t_next = msg.next_timestamp + ids_data = getattr(IDSFactory(), ids_name)() + ids_data.deserialize(msg.data) + return ids_data, t_cur, t_next - sim_state, post_processed_outputs, sim_error = step_fn( - sim_state, - post_processed_outputs, + def send_ids(self, ids, ids_name, port_name): + if not self.instance.is_connected(f"{ids_name}_{port_name}"): + return + if port_name == "o_i": + t_next = self.t_next_inner + elif port_name == "o_f": + t_next = self.t_next_outer + msg = Message(self.t_cur, data=ids.serialize(), next_timestamp=t_next) + self.instance.send(f"{ids_name}_{port_name}", msg) + + def get_t_next(self): + dynamic_runtime_params_slice_t, geo_t = ( + get_consistent_dynamic_runtime_params_slice_and_geometry( + t=self.sim_state.t, + dynamic_runtime_params_slice_provider=self.dynamic_runtime_params_slice_provider, + geometry_provider=self.step_fn._geometry_provider, ) - equilibrium_data = torax_state_to_imas_equilibrium(sim_state, post_processed_outputs) - if extra_var_col is not None: - equilibrium_data = merge_extra_vars(equilibrium_data, extra_var_col) - - if output_all_timeslices: - db_out.put_slice(equilibrium_data) - - if sim_error != SimError.NO_ERROR: - raise Exception() - - # Update the final time step's source profiles based on the explicit source - # profiles computed based on the final state. - logging.info("Updating last step's source profiles.") - - # O_F - if output_all_timeslices: - equilibrium_data = db_out.get("equilibrium") - db_out.close() - - send_ids_through_muscle3( - instance, - equilibrium_data, - "equilibrium_o_f", - sim_state.t, - t_next=t_next_outer, ) + dt = self.step_fn.time_step_calculator.next_dt( + self.sim_state.t, + dynamic_runtime_params_slice_t, + geo_t, + self.sim_state.core_profiles, + self.sim_state.core_transport, + ) + t_next = sim_state.t + dt + if t_next > self.t_final: + t_next = None + return t_next + + +def main() -> None: + """Create TORAX instance and enter submodel execution loop""" + logger.info("Starting TORAX actor") + tmr = ToraxMuscleRunner() + tmr.run_sim() if __name__ == "__main__": From c5c2e34f21b26f043ba236d96eabfd7cb7247567 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Fri, 12 Sep 2025 16:20:19 +0200 Subject: [PATCH 10/18] add equilibrium interval setting for inner loop --- torax/_src/orchestration/run_muscle3.py | 16 ++++++++++++---- 1 file changed, 12 insertions(+), 4 deletions(-) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index 9a6903ca1..7a50cd28e 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -56,6 +56,8 @@ class ToraxMuscleRunner: t_next_inner = None t_next_outer = None finished = False + equilibrium_interval = None + last_equilibrium_call = - np.inf def __init__(self): self.get_instance() @@ -82,13 +84,16 @@ def run_sim(self): self.finished = True def run_prep(self): + self.equilibrium_interval = get_setting_optional( + self.instance, 'equilibrium_interval', 1e-6 + ) self.output_all_timeslices = get_setting_optional( self.instance, "output_all_timeslices", False ) - # load config file from path - config_module_str = self.instance.get_setting("python_config_module") if self.output_all_timeslices: self.db_out = DBEntry("imas:memory?path=/db_out/", "w") + # load config file from path + config_module_str = self.instance.get_setting("python_config_module") self.torax_config = build_torax_config_from_file( path=config_module_str, ) @@ -146,7 +151,8 @@ def run_f_init(self): def run_o_i(self): self.t_next_inner = self.get_t_next() - if self.instance.is_connected("equilibrium_o_i"): + if self.instance.is_connected("equilibrium_o_i") + and (self.t_cur >= self.last_equilibrium_call + self.equilibrium_interval): equilibrium_data = torax_state_to_imas_equilibrium( self.sim_state, self.post_processed_outputs ) @@ -157,7 +163,8 @@ def run_o_i(self): self.send_ids(equilibrium_data, "equilibrium", "o_i") def run_s(self): - if self.instance.is_connected("equilibrium_s"): + if self.instance.is_connected("equilibrium_s") + and (self.t_cur >= self.last_equilibrium_call + self.equilibrium_interval): self.receive_equilibrium(port_name="s") def run_timestep(self): @@ -245,6 +252,7 @@ def receive_equilibrium(self, port_name: str): ).build_provider # temp extra vars code self.extra_var_col.pad_extra_vars() + self.last_equilibrium_call = self.t_cur def receive_ids(self, ids_name, port_name): if not self.instance.is_connected(f"{ids_name}_{port_name}"): From da574f38b41bd7cd4ef63ebadb600ac441007e53 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Fri, 19 Sep 2025 13:19:26 +0200 Subject: [PATCH 11/18] fix connected conditionals --- torax/_src/orchestration/run_muscle3.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index 7a50cd28e..c0ca9caaa 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -151,8 +151,7 @@ def run_f_init(self): def run_o_i(self): self.t_next_inner = self.get_t_next() - if self.instance.is_connected("equilibrium_o_i") - and (self.t_cur >= self.last_equilibrium_call + self.equilibrium_interval): + if self.instance.is_connected("equilibrium_o_i") and (self.t_cur >= self.last_equilibrium_call + self.equilibrium_interval): equilibrium_data = torax_state_to_imas_equilibrium( self.sim_state, self.post_processed_outputs ) @@ -163,8 +162,7 @@ def run_o_i(self): self.send_ids(equilibrium_data, "equilibrium", "o_i") def run_s(self): - if self.instance.is_connected("equilibrium_s") - and (self.t_cur >= self.last_equilibrium_call + self.equilibrium_interval): + if self.instance.is_connected("equilibrium_s") and (self.t_cur >= self.last_equilibrium_call + self.equilibrium_interval): self.receive_equilibrium(port_name="s") def run_timestep(self): From 767539fdd0d9b9b7c0d8343f57365efc72474518 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Fri, 19 Sep 2025 16:17:53 +0200 Subject: [PATCH 12/18] fix indentaiton --- torax/_src/orchestration/run_muscle3.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index c0ca9caaa..a0f22da6b 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -188,8 +188,7 @@ def run_o_f(self): if self.output_all_timeslices: equilibrium_data = self.db_out.get("equilibrium") self.db_out.close() - - self.send_ids(equilibrium_data, "equilibrium", "o_f") + self.send_ids(equilibrium_data, "equilibrium", "o_f") def get_instance(self): self.instance = Instance( From 05ead92c101d3bec1c44816cded0629ba70e39ea Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Fri, 19 Sep 2025 16:21:24 +0200 Subject: [PATCH 13/18] fix sim_state bug --- torax/_src/orchestration/run_muscle3.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index a0f22da6b..d0f811b6e 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -286,7 +286,7 @@ def get_t_next(self): self.sim_state.core_profiles, self.sim_state.core_transport, ) - t_next = sim_state.t + dt + t_next = self.sim_state.t + dt if t_next > self.t_final: t_next = None return t_next From cdea1b4e963639d9729e8abb5c449bc00e562eff Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Mon, 22 Sep 2025 11:45:55 +0200 Subject: [PATCH 14/18] fix torax run_o_f --- torax/_src/orchestration/run_muscle3.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index d0f811b6e..799fbfa89 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -188,7 +188,11 @@ def run_o_f(self): if self.output_all_timeslices: equilibrium_data = self.db_out.get("equilibrium") self.db_out.close() - self.send_ids(equilibrium_data, "equilibrium", "o_f") + else: + equilibrium_data = torax_state_to_imas_equilibrium( + self.sim_state, self.post_processed_outputs + ) + self.send_ids(equilibrium_data, "equilibrium", "o_f") def get_instance(self): self.instance = Instance( From e19435a8fc41ed31d11edfd762d2eeaa51851c37 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Fri, 26 Sep 2025 15:21:52 +0200 Subject: [PATCH 15/18] fix t_cur --- torax/_src/orchestration/run_muscle3.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index 799fbfa89..aa78290ac 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -79,6 +79,11 @@ def run_sim(self): self.run_o_i() self.run_s() self.run_timestep() + not_done = self.step_fn.time_step_calculator.not_done( + self.t_cur, + self.t_final, + self.time_step_calculator_dynamic_params, + ) self.run_o_f() self.finished = True @@ -170,6 +175,7 @@ def run_timestep(self): self.sim_state, self.post_processed_outputs, ) + self.t_cur = self.sim_state.t if self.output_all_timeslices: equilibrium_data = torax_state_to_imas_equilibrium( From ddf63a36682e3234d428517a8c6b37b2794e8ca4 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Fri, 3 Oct 2025 13:06:11 +0200 Subject: [PATCH 16/18] fix stop condition --- torax/_src/orchestration/run_muscle3.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index aa78290ac..5f2ed3ed7 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -297,7 +297,7 @@ def get_t_next(self): self.sim_state.core_transport, ) t_next = self.sim_state.t + dt - if t_next > self.t_final: + if t_next >= self.t_final: t_next = None return t_next From 42443ee30256c48f6f7197eeb19b587a14cd39e5 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Wed, 26 Nov 2025 12:05:43 +0100 Subject: [PATCH 17/18] don't unpack equilibrium if code output flag shows error and better error logging' --- torax/_src/orchestration/run_muscle3.py | 20 +++++++++++--------- 1 file changed, 11 insertions(+), 9 deletions(-) diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index 5f2ed3ed7..26a15e6fc 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -42,21 +42,24 @@ class ToraxMuscleRunner: + # first_run first_run: bool = True output_all_timeslices: bool = False db_out: Optional[IDSToplevel] = None torax_config = None dynamic_runtime_params_slice_provider = None - sim_state = None - post_processed_outputs = None step_fn = None time_step_calculator_dynamic_params = None + equilibrium_interval = None + + # state + sim_state = None + post_processed_outputs = None extra_var_col = None t_cur = None t_next_inner = None t_next_outer = None finished = False - equilibrium_interval = None last_equilibrium_call = - np.inf def __init__(self): @@ -79,11 +82,6 @@ def run_sim(self): self.run_o_i() self.run_s() self.run_timestep() - not_done = self.step_fn.time_step_calculator.not_done( - self.t_cur, - self.t_final, - self.time_step_calculator_dynamic_params, - ) self.run_o_f() self.finished = True @@ -188,7 +186,7 @@ def run_timestep(self): self.db_out.put_slice(equilibrium_data) if sim_error != SimError.NO_ERROR: - raise Exception() + raise Exception(sim_error) def run_o_f(self): if self.output_all_timeslices: @@ -220,6 +218,10 @@ def receive_equilibrium(self, port_name: str): self.t_next_outer = t_next elif port_name == "s": self.t_next_inner = t_next + + if equilibrium_data.code.output_flag[0] == -1: + return + geometry_configs = {} torax_config_dict = get_geometry_config_dict(self.torax_config) torax_config_dict["geometry_type"] = "imas" From 9ddb5e5b7ac69958cb5f5db504651e85cff07152 Mon Sep 17 00:00:00 2001 From: Mike Sanders Date: Thu, 27 Nov 2025 10:49:41 +0100 Subject: [PATCH 18/18] working actor --- torax/_src/orchestration/muscle3_utils.py | 8 ++-- torax/_src/orchestration/run_muscle3.py | 54 ++++++++++------------- 2 files changed, 27 insertions(+), 35 deletions(-) diff --git a/torax/_src/orchestration/muscle3_utils.py b/torax/_src/orchestration/muscle3_utils.py index 390e97580..42f459b1d 100644 --- a/torax/_src/orchestration/muscle3_utils.py +++ b/torax/_src/orchestration/muscle3_utils.py @@ -7,16 +7,16 @@ from imas import DBEntry from libmuscle import Instance -from torax._src.config.build_runtime_params import DynamicRuntimeParamsSliceProvider -from torax._src.config.build_runtime_params import get_consistent_dynamic_runtime_params_slice_and_geometry +from torax._src.config.build_runtime_params import RuntimeParamsProvider +from torax._src.config.build_runtime_params import get_consistent_runtime_params_and_geometry from torax._src.config.config_loader import build_torax_config_from_file -from torax._src.config.runtime_params_slice import DynamicRuntimeParamsSlice +from torax._src.config.runtime_params import RuntimeParams from torax._src.geometry.geometry_provider import GeometryProvider from torax._src.orchestration import initial_state as initial_state_lib from torax._src.orchestration import sim_state from torax._src.orchestration.run_simulation import prepare_simulation from torax._src.orchestration.step_function import SimulationStepFn -from torax._src.output_tools.imas import torax_state_to_imas_equilibrium +from torax._src.imas_tools.output.equilibrium import torax_state_to_imas_equilibrium from torax._src.state import SimError from ymmsl import Operator from ymmsl import SettingValue diff --git a/torax/_src/orchestration/run_muscle3.py b/torax/_src/orchestration/run_muscle3.py index 26a15e6fc..0cce3eeb3 100644 --- a/torax/_src/orchestration/run_muscle3.py +++ b/torax/_src/orchestration/run_muscle3.py @@ -21,7 +21,7 @@ from libmuscle import Message import numpy as np from torax._src.config import build_runtime_params -from torax._src.config.build_runtime_params import get_consistent_dynamic_runtime_params_slice_and_geometry +from torax._src.config.build_runtime_params import get_consistent_runtime_params_and_geometry from torax._src.config.config_loader import build_torax_config_from_file from torax._src.geometry import geometry from torax._src.geometry.pydantic_model import Geometry @@ -29,12 +29,13 @@ from torax._src.geometry.pydantic_model import IMASConfig from torax._src.orchestration import initial_state as initial_state_lib from torax._src.orchestration import sim_state +from torax._src.orchestration import step_function from torax._src.orchestration.muscle3_utils import ExtraVarCollection from torax._src.orchestration.muscle3_utils import get_geometry_config_dict from torax._src.orchestration.muscle3_utils import get_setting_optional from torax._src.orchestration.muscle3_utils import merge_extra_vars from torax._src.orchestration.run_simulation import prepare_simulation -from torax._src.output_tools.imas import torax_state_to_imas_equilibrium +from torax._src.imas_tools.output.equilibrium import torax_state_to_imas_equilibrium from torax._src.state import SimError from ymmsl import Operator @@ -47,7 +48,7 @@ class ToraxMuscleRunner: output_all_timeslices: bool = False db_out: Optional[IDSToplevel] = None torax_config = None - dynamic_runtime_params_slice_provider = None + runtime_params_provider = None step_fn = None time_step_calculator_dynamic_params = None equilibrium_interval = None @@ -74,10 +75,8 @@ def run_sim(self): if self.first_run: self.run_prep() self.run_f_init() - while self.step_fn.time_step_calculator.not_done( + while not self.step_fn.is_done( self.t_cur, - self.t_final, - self.time_step_calculator_dynamic_params, ): self.run_o_i() self.run_s() @@ -101,46 +100,34 @@ def run_prep(self): path=config_module_str, ) ( - self.dynamic_runtime_params_slice_provider, + self.runtime_params_provider, self.sim_state, self.post_processed_outputs, self.step_fn, ) = prepare_simulation(self.torax_config) self.time_step_calculator_dynamic_params = ( - self.dynamic_runtime_params_slice_provider( + self.runtime_params_provider( self.sim_state.t ).time_step_calculator ) def run_f_init(self): self.receive_equilibrium(port_name="f_init") - self.sim_state.t = self.t_cur + # self.sim_state.t = self.t_cur if self.first_run or self.instance.is_connected("equilibrium_f_init"): - static_runtime_params_slice = ( - build_runtime_params.build_static_params_from_config(self.torax_config) + self.runtime_params_provider = ( + build_runtime_params.RuntimeParamsProvider.from_config(self.torax_config) ) - dynamic_runtime_params_slice, _ = ( - get_consistent_dynamic_runtime_params_slice_and_geometry( - t=self.sim_state.t, - dynamic_runtime_params_slice_provider=self.dynamic_runtime_params_slice_provider, - geometry_provider=self.step_fn._geometry_provider, - ) - ) - # next function loses sim_state.t information so readd it - self.t_cur = self.sim_state.t self.sim_state, self.post_processed_outputs = ( initial_state_lib.get_initial_state_and_post_processed_outputs( - t=self.sim_state.t, - static_runtime_params_slice=static_runtime_params_slice, - dynamic_runtime_params_slice_provider=self.dynamic_runtime_params_slice_provider, + t=self.t_cur, + runtime_params_provider=self.runtime_params_provider, geometry_provider=self.step_fn._geometry_provider, step_fn=self.step_fn, ) ) - self.sim_state.t = self.t_cur - self.sim_state.geometry = self.step_fn._geometry_provider(self.sim_state.t) - self.t_final = dynamic_runtime_params_slice.numerics.t_final + self.t_final = self.runtime_params_provider.numerics.t_final self.first_run = False equilibrium_data = torax_state_to_imas_equilibrium( @@ -169,7 +156,12 @@ def run_s(self): self.receive_equilibrium(port_name="s") def run_timestep(self): - self.sim_state, self.post_processed_outputs, sim_error = self.step_fn( + self.sim_state, self.post_processed_outputs = self.step_fn( + self.sim_state, + self.post_processed_outputs, + ) + sim_error = step_function.check_for_errors( + self.runtime_params_provider.numerics, self.sim_state, self.post_processed_outputs, ) @@ -284,16 +276,16 @@ def send_ids(self, ids, ids_name, port_name): self.instance.send(f"{ids_name}_{port_name}", msg) def get_t_next(self): - dynamic_runtime_params_slice_t, geo_t = ( - get_consistent_dynamic_runtime_params_slice_and_geometry( + runtime_params_t, geo_t = ( + get_consistent_runtime_params_and_geometry( t=self.sim_state.t, - dynamic_runtime_params_slice_provider=self.dynamic_runtime_params_slice_provider, + runtime_params_provider=self.runtime_params_provider, geometry_provider=self.step_fn._geometry_provider, ) ) dt = self.step_fn.time_step_calculator.next_dt( self.sim_state.t, - dynamic_runtime_params_slice_t, + runtime_params_t, geo_t, self.sim_state.core_profiles, self.sim_state.core_transport,