Files
PINA/pina/condition/input_equation_condition.py
Filippo Olivo a27bd35443 Implementation of DataLoader and DataModule (#383)
Refactoring for 0.2
* Data module, data loader and dataset
* Refactor LabelTensor
* Refactor solvers

Co-authored-by: dario-coscia <dariocos99@gmail.com>
2025-03-19 17:46:34 +01:00

37 lines
1.2 KiB
Python

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 : add docstring
"""
super().__init__()
self.input_points = input_points
self.equation = equation
def __setattr__(self, key, value):
if key == 'input_points':
check_consistency(
value, (LabelTensor)
) # for now only labeltensors, we need labels for the operators!
InputPointsEquationCondition.__dict__[key].__set__(self, value)
elif key == 'equation':
check_consistency(value, (EquationInterface))
InputPointsEquationCondition.__dict__[key].__set__(self, value)
elif key in ('_problem', '_condition_type'):
super().__setattr__(key, value)