Source code for gemseo_calibration.post_processor
# Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com
#
# This program is free software; you can redistribute it and/or
# modify it under the terms of the GNU Lesser General Public
# License version 3 as published by the Free Software Foundation.
#
# 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
# Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with this program; if not, write to the Free Software Foundation,
# Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
"""Base class for all calibration post-processing methods."""
from __future__ import annotations
from typing import TYPE_CHECKING
from gemseo.post.opt_post_processor import OptPostProcessor
if TYPE_CHECKING:
from gemseo.algos.opt_problem import OptimizationProblem
from gemseo_calibration.measure import DataType
[docs]
class CalibrationPostProcessor(OptPostProcessor):
"""Abstract class for optimization post-processing methods."""
def __init__(
self,
opt_problem: OptimizationProblem,
reference_data: DataType,
prior_model_data: DataType,
posterior_model_data: DataType,
) -> None:
"""
Args:
opt_problem: The optimization problem to run.
reference_data: The reference data.
prior_model_data: The model data before the calibration.
posterior_model_data: The model data after the calibration.
""" # noqa: D205, D212, D415
super().__init__(opt_problem)
self._reference_data = reference_data
self._prior_model_data = prior_model_data
self._posterior_model_data = posterior_model_data