Source code for fastoad.openmdao.problem

#  This file is part of FAST-OAD : A framework for rapid Overall Aircraft Design
#  Copyright (C) 2021 ONERA & ISAE-SUPAERO
#  FAST is free software: you can redistribute it and/or modify
#  it under the terms of the GNU General Public License as published by
#  the Free Software Foundation, either version 3 of the License, or
#  (at your option) any later version.
#  This program is distributed in the hope that it will be useful,
#  but WITHOUT ANY WARRANTY; without even the implied warranty of
#  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
#  GNU General Public License for more details.
#  You should have received a copy of the GNU General Public License
#  along with this program.  If not, see <https://www.gnu.org/licenses/>.

import openmdao.api as om

from fastoad.io import VariableIO
from fastoad.openmdao.validity_checker import ValidityDomainChecker
from fastoad.openmdao.variables import VariableList

INPUT_SYSTEM_NAME = "inputs"


[docs]class FASTOADProblem(om.Problem): """Vanilla OpenMDAO Problem except that it can write its outputs to a file. It also runs :class:`~fastoad.openmdao.validity_checker.ValidityDomainChecker` after each :meth:`run_model` or :meth:`run_driver` (but it does nothing if no check has been registered). """ def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) #: File path where :meth:`write_outputs` will write outputs self.output_file_path = None #: Variables that are not part of the problem but that should be written in output file. self.additional_variables = None
[docs] def run_model(self, case_prefix=None, reset_iter_counts=True): status = super().run_model(case_prefix, reset_iter_counts) ValidityDomainChecker.check_problem_variables(self) return status
[docs] def run_driver(self, case_prefix=None, reset_iter_counts=True): status = super().run_driver(case_prefix, reset_iter_counts) ValidityDomainChecker.check_problem_variables(self) return status
[docs] def write_outputs(self): """ Writes all outputs in the configured output file. """ if self.output_file_path: writer = VariableIO(self.output_file_path) if self.additional_variables is None: self.additional_variables = [] variables = VariableList(self.additional_variables) for var in variables: var.is_input = None variables.update( VariableList.from_problem(self, promoted_only=True), add_variables=True ) writer.write(variables)