import torch from .condition_interface import ConditionInterface from ..label_tensor import LabelTensor from ..graph import Graph from ..utils import check_consistency from ..equation.equation_interface import EquationInterface class InputPointsEquationCondition(ConditionInterface): """ Condition for input_points/equation data. This condition must be used every time a Physics Informed Loss is needed in the Solver. """ __slots__ = ["input_points", "equation"] def __init__(self, input_points, equation): """ TODO """ super().__init__() self.input_points = input_points self.equation = equation self.condition_type = 'physics' @property def input_points(self): return self._input_points @input_points.setter def input_points(self, value): check_consistency(value, (LabelTensor)) # for now only labeltensors, we need labels for the operators! self._input_points = value @property def equation(self): return self._equation @equation.setter def equation(self, value): check_consistency(value, (EquationInterface)) self._equation = value