Source code for lightwin.beam_calculation.tracewin.tracewin

"""Define a :class:`.BeamCalculator` that will call TraceWin from cmd line.

It inherits from :class:`.BeamCalculator` base class.  It solves the motion of
the particles in envelope or multipart, in 3D. In contrary to
:class:`.Envelope1D` solver, it is not a real solver but an interface with
``TraceWin`` which must be installed on your machine.

.. warning::
    For now, :class:`TraceWin` behavior with relative phases is undetermined.
    You should ensure that you are working with *absolute* phases, i.e. that
    last argument of ``FIELD_MAP`` commands is ``1``.
    You can run a simulation with :class:`.Envelope1D` solver and
    ``flag_phi_abs=True``. The ``.dat`` file created in the ``000001_ref``
    folder should be the original ``.dat`` but converted to absolute phases.

.. todo::
    This absolute phase thing should be fixed now. Check this.

"""

import logging
import shutil
import subprocess
from collections.abc import Sequence
from pathlib import Path
from typing import Any

from lightwin.beam_calculation.beam_calculator import BeamCalculator
from lightwin.beam_calculation.simulation_output.simulation_output import (
    SimulationOutput,
)
from lightwin.beam_calculation.tracewin.element_tracewin_parameters_factory import (
    ElementTraceWinParametersFactory,
)
from lightwin.beam_calculation.tracewin.simulation_output_factory import (
    SimulationOutputFactoryTraceWin,
)
from lightwin.core.accelerator.accelerator import Accelerator
from lightwin.core.elements.field_maps.field_map import FieldMap
from lightwin.core.list_of_elements.list_of_elements import ListOfElements
from lightwin.failures.set_of_cavity_settings import SetOfCavitySettings
from lightwin.tracewin_utils.interface import (
    beam_calculator_to_command,
    failed_cavities_to_command,
    set_of_cavity_settings_to_command,
)
from lightwin.util.typing import BeamKwargs


[docs] class TraceWin(BeamCalculator): """Hold a TraceWin beam calculator. Parameters ---------- executable : Path to the TraceWin executable. ini_path : Path to the ``.ini`` TraceWin file. base_kwargs : TraceWin optional arguments. Override what is defined in ``.ini``, but overriden by arguments from :class:`.ListOfElements` and :class:`.SimulationOutput`. _tracewin_command : Attribute to hold the value of the base command to call TraceWin. out_folder : Name of the results folder (not a complete path, just a folder name). path_cal : Name of the results folder. Updated at every call of the :func:`init_solver_parameters` method, using ``Accelerator.accelerator_path`` and ``self.out_folder`` attributes. dat_file : Base name for the ``.dat`` file. ?? """
[docs] def __init__( self, executable: Path, ini_path: Path, base_kwargs: dict[str, str | int | float | bool | None], out_folder: Path | str, default_field_map_folder: Path | str, beam_kwargs: BeamKwargs, flag_phi_abs: bool = False, cal_file: Path | None = None, **kwargs: Any, ) -> None: """Define some other useful methods, init variables.""" self.executable = executable self.ini_path = ini_path.resolve().absolute() self.base_kwargs = base_kwargs self.cal_file = cal_file self._beam_kwargs = beam_kwargs filename = Path("tracewin.out") if self.is_a_multiparticle_simulation: filename = Path("partran1.out") self._filename = filename super().__init__( flag_phi_abs=flag_phi_abs, out_folder=out_folder, default_field_map_folder=default_field_map_folder, beam_kwargs=beam_kwargs, **kwargs, ) self.path_cal: Path self.dat_file: Path self._tracewin_command: list[str] | None = None
[docs] def _set_up_specific_factories(self) -> None: """Set up the factories specific to the :class:`.BeamCalculator`. This method is called in the :meth:`.BeamCalculator.__init__`, hence it appears only in the base :class:`.BeamCalculator`. """ self.beam_calc_parameters_factory = ElementTraceWinParametersFactory() self.simulation_output_factory = SimulationOutputFactoryTraceWin( _is_3d=self.is_a_3d_simulation, _is_multipart=self.is_a_multiparticle_simulation, _solver_id=self.id, _beam_kwargs=self._beam_kwargs, out_folder=self.out_folder, _filename=self._filename, beam_calc_parameters_factory=self.beam_calc_parameters_factory, )
[docs] def _tracewin_base_command( self, accelerator_path: Path, **kwargs ) -> tuple[list[str], Path]: """Define the 'base' command for TraceWin. This part of the command is the same for every :class:`.ListOfElements` and every :class:`.Fault`. It sets the TraceWin executable, the ``.ini`` file. It also defines ``base_kwargs``, which should be the same for every calculation. Finally, it sets ``path_cal``. But this path is more :class:`.ListOfElements` dependent... ``Accelerator.accelerator_path`` + ``out_folder`` (+ ``fault_optimisation_tmp_folder``) """ kwargs = kwargs.copy() for key, val in self.base_kwargs.items(): if key not in kwargs: kwargs[key] = val path_cal = accelerator_path / self.out_folder if not path_cal.is_dir(): path_cal.mkdir() _tracewin_command = beam_calculator_to_command( self.executable, self.ini_path, path_cal, **kwargs, ) return _tracewin_command, path_cal
[docs] def _tracewin_full_command( self, elts: ListOfElements, set_of_cavity_settings: SetOfCavitySettings | None, **kwargs, ) -> tuple[list[str], Path]: """Set the full TraceWin command. It contains the 'base' command, which includes every argument that is common to every calculation with this :class:`.BeamCalculator`: path to ``.ini`` file, to executable... It contains the :class:`.ListOfElements` command: path to the ``.dat`` file, initial energy and beam properties. It can contain some :class:`.SetOfCavitySettings` commands: ``ele`` arguments to modify some cavities tuning. """ accelerator_path = elts.files_info["accelerator_path"] command, path_cal = self._tracewin_base_command( accelerator_path, **kwargs ) command.extend(elts.tracewin_command) if set_of_cavity_settings is None: return command, path_cal command.extend( set_of_cavity_settings_to_command( set_of_cavity_settings, phi_bunch_first_element=elts.input_particle.phi_abs, idx_first_element=elts[0].idx["elt_idx"], ) ) command.extend( failed_cavities_to_command( elts.l_cav, idx_first_element=elts[0].idx["elt_idx"], ) ) return command, path_cal
# TODO what is specific_kwargs for? I should just have a function # set_of_cavity_settings_to_kwargs
[docs] def run( self, elts: ListOfElements, update_reference_phase: bool = False, **specific_kwargs, ) -> SimulationOutput: """Run TraceWin. Parameters ---------- elts : List of elements in which the beam must be propagated. update_reference_phase : To change the reference phase of cavities when it is different from the one asked in the ``.toml``. To use after the first calculation, if ``BeamCalculator.flag_phi_abs`` does not correspond to ``CavitySettings.reference``. The default is False. specific_kwargs : ``TraceWin`` optional arguments. Overrides what is defined in ``base_kwargs`` and ``.ini``. Returns ------- simulation_output : SimulationOutput Holds energy, phase, transfer matrices (among others) packed into a single object. """ return super().run(elts, update_reference_phase, **specific_kwargs)
[docs] def run_with_this( self, set_of_cavity_settings: SetOfCavitySettings | None, elts: ListOfElements, use_a_copy_for_nominal_settings: bool = True, **specific_kwargs, ) -> SimulationOutput: """Perform a simulation with new cavity settings. Calling it with ``set_of_cavity_settings = None`` is the same as calling the plain :func:`run` method. Parameters ---------- set_of_cavity_settings : The new cavity settings to try. If it is None, then the cavity settings are taken from the FieldMap objects. elts : List of elements in which the beam should be propagated. use_a_copy_for_nominal_settings : To copy the nominal :class:`.CavitySettings` and avoid altering their nominal counterpart. Set it to True during optimisation, to False when you want to keep the current settings. The default is True. Returns ------- simulation_output : SimulationOutput Holds energy, phase, transfer matrices (among others) packed into a single object. """ if specific_kwargs not in (None, {}): logging.critical(f"{specific_kwargs = }: deprecated.") if specific_kwargs is None: specific_kwargs = {} set_of_cavity_settings = SetOfCavitySettings.from_incomplete_set( set_of_cavity_settings, elts.l_cav, use_a_copy_for_nominal_settings=use_a_copy_for_nominal_settings, ) command, path_cal = self._tracewin_full_command( elts, set_of_cavity_settings, **specific_kwargs ) is_a_fit = use_a_copy_for_nominal_settings exception = _run_in_bash(command, output_command=not is_a_fit) # check in which order those two methods should be called simulation_output = self._generate_simulation_output( elts, path_cal, exception, set_of_cavity_settings=set_of_cavity_settings, ) self._save_cavities_entry_phases( set_of_cavity_settings, elts.l_cav, simulation_output ) return simulation_output
[docs] def post_optimisation_run_with_this( self, optimized_cavity_settings: SetOfCavitySettings, full_elts: ListOfElements, **specific_kwargs, ) -> SimulationOutput: """Run TraceWin with optimized cavity settings. After the optimisation, we want to re-run TraceWin with the new settings. However, we need to tell it that the linac is bigger than during the optimisation. Concretely, it means: * Rephasing the cavities in the compensation zone. * Updating the ``index`` ``n`` of the cavities in the ``ele[n][v]`` command. Note that at this point, the ``.dat`` has not been updated yet. Parameters ---------- optimized_cavity_settings : Optimized parameters. full_elts : Contains the full linac. Returns ------- simulation_output : SimulationOutput Necessary information on the run. """ optimized_cavity_settings.re_set_elements_index_to_absolute_value() # patch: to have the new settings saved in the .dat, we incorporate # new cavity settings now # for cavity in full_elts.l_cav: # if cavity not in optimized_cavity_settings: # continue # cavity.cavity_settings = optimized_cavity_settings[cavity] # full_elts.store_settings_in_dat( # full_elts.files_info["dat_file"], which_phase=self.reference_phase # ) simulation_output = self.run_with_this( optimized_cavity_settings, full_elts, **specific_kwargs ) return simulation_output
[docs] def init_solver_parameters(self, accelerator: Accelerator) -> None: """Set the ``path_cal`` variable. We also set the ``_tracewin_command`` attribute to None, as it must be updated when ``path_cal`` changes. .. note:: In contrary to :class:`.Envelope1D` and :class:`.Envelope3D`, this routine does not set parameters for the :class:`.BeamCalculator`. As a matter of a fact, TraceWin is a standalone code and does not need out solver parameters. However, if we want to save the meshing used by TraceWin, we will have to use the :class:`.ElementTraceWinParametersFactory` later. """ self.path_cal = Path( accelerator.get("accelerator_path"), self.out_folder ) if not self.path_cal.is_dir(): self.path_cal.mkdir() self._tracewin_command = None if self.cal_file is None: return assert self.cal_file.is_file() shutil.copy(self.cal_file, self.path_cal) logging.debug(f"Copied {self.cal_file = } in {self.path_cal = }.")
@property def is_a_multiparticle_simulation(self) -> bool: """Tell if you should buy Bitcoins now or wait a few months.""" if "partran" in self.base_kwargs: return self.base_kwargs["partran"] == 1 return Path(self.path_cal, "partran1.out").is_file() @property def is_a_3d_simulation(self) -> bool: """Tell if the simulation is in 3D.""" return True
[docs] def _save_cavities_entry_phases( self, set_of_cavity_settings: SetOfCavitySettings | None, cavities: Sequence[FieldMap], simulation_output: SimulationOutput, ) -> None: """Store the synchronous particle entry phase. This quantity is required to switch between the different definitions of the phase. Note that, with :class:`.Envelope1D` and :class:`.Envelope3D`, it is done during the propagation of the beam, in the ``for elt in elts`` loop. .. todo:: Maybe I should also store the synchronous phase? """ for cavity in cavities: phi_bunch = simulation_output.get( "phi_abs", to_deg=False, elt=cavity, pos="in", to_numpy=False ) if set_of_cavity_settings is None: cavity.cavity_settings.phi_bunch = phi_bunch continue if cavity in set_of_cavity_settings: # when a cavity is concerned by a fit, we do not modify its # cavity settings but rather the one in the SetOfCavitySettings cavity_settings = set_of_cavity_settings[cavity] cavity_settings.phi_bunch = phi_bunch continue cavity.cavity_settings.phi_bunch = phi_bunch return
# ============================================================================= # Bash # =============================================================================
[docs] def _run_in_bash( command: list[str], output_command: bool = True, output_error: bool = False ) -> bool: """Run given command in bash.""" output = "\n\t".join(command) if output_command: logging.info(f"Running command:\n\t{output}") process = subprocess.Popen( command, stdout=subprocess.PIPE, stderr=subprocess.PIPE ) stdout, stderr = process.communicate() exception = process.wait() # exception = False # for line in process.stdout: # if output_error: # print(line) # exception = True if exception != 0 and output_error: logging.warning( "A message was returned when executing following " f"command:\n\t{stderr}" ) return exception != 0