Files
SystemSimulationApp/PythonModels/registry.py
T

173 lines
4.7 KiB
Python

from __future__ import annotations
from collections.abc import Callable, Mapping
from dataclasses import dataclass
from PythonModels.components.cylinder import Cylinder
from PythonModels.components.orifice import Orifice
from PythonModels.components.resistive_pipe import ResistivePipe
from PythonModels.components.tank import Tank
from PythonModels.components.tee import Tee
from PythonModels.core.base import Component
from PythonModels.core.metadata import ParameterDefinition
from PythonModels.core.medium import IdealGasMedium
from PythonModels.core.ports import PortDefinition
ParameterSpec = ParameterDefinition
ComponentFactory = Callable[
[str, IdealGasMedium, Mapping[str, float]],
Component,
]
@dataclass(frozen=True)
class ComponentModelSpec:
model_type: str
ports: tuple[PortDefinition, ...]
parameters: tuple[ParameterDefinition, ...]
factory: ComponentFactory
@property
def parameter_by_name(self) -> dict[str, ParameterDefinition]:
return {parameter.name: parameter for parameter in self.parameters}
def create(
self,
name: str,
medium: IdealGasMedium,
values: Mapping[str, float],
) -> Component:
resolved = {
parameter.name: values.get(parameter.name, parameter.default)
for parameter in self.parameters
}
for parameter in self.parameters:
message = parameter.validation_message(resolved[parameter.name])
if message is not None:
raise ValueError(
f"Parameter '{parameter.name}' on component '{name}' {message}."
)
unknown = sorted(set(values) - set(self.parameter_by_name))
if unknown:
raise ValueError(
f"Component '{name}' contains unsupported parameters: "
+ ", ".join(unknown)
+ "."
)
component = self.factory(name, medium, resolved)
component.model_type = self.model_type
if component.port_definitions != self.ports:
raise ValueError(
f"Component implementation {self.model_type} does not match "
"its declared ports."
)
if component.parameter_values != resolved:
raise ValueError(
f"Component implementation {self.model_type} did not preserve its parameters."
)
return component
def _cylinder_factory(
name: str,
medium: IdealGasMedium,
values: Mapping[str, float],
) -> Component:
return Cylinder(
name=name,
medium=medium,
V=values["volume"],
p0=values["p0"],
T0=values["T0"],
)
def _tank_factory(
name: str,
medium: IdealGasMedium,
values: Mapping[str, float],
) -> Component:
return Tank(
name=name,
medium=medium,
V=values["volume"],
p0=values["p0"],
T0=values["T0"],
)
def _pipe_factory(
name: str,
medium: IdealGasMedium,
values: Mapping[str, float],
) -> Component:
return ResistivePipe(
name=name,
medium=medium,
L=values["length"],
D=values["diameter"],
lambda_darcy=values["lambda_darcy"],
p0=values["p0"],
T0=values["T0"],
)
def _orifice_factory(
name: str,
medium: IdealGasMedium,
values: Mapping[str, float],
) -> Component:
return Orifice(name=name, opening=values["opening"], K=values["K"])
def _tee_factory(
name: str,
medium: IdealGasMedium,
values: Mapping[str, float],
) -> Component:
return Tee(name=name)
COMPONENT_MODEL_REGISTRY: dict[str, ComponentModelSpec] = {
"cylinder": ComponentModelSpec(
model_type=Cylinder.MODEL_TYPE,
ports=Cylinder.PORTS,
parameters=Cylinder.PARAMETERS,
factory=_cylinder_factory,
),
"tank": ComponentModelSpec(
model_type=Tank.MODEL_TYPE,
ports=Tank.PORTS,
parameters=Tank.PARAMETERS,
factory=_tank_factory,
),
"pipe": ComponentModelSpec(
model_type=ResistivePipe.MODEL_TYPE,
ports=ResistivePipe.PORTS,
parameters=ResistivePipe.PARAMETERS,
factory=_pipe_factory,
),
"orifice": ComponentModelSpec(
model_type=Orifice.MODEL_TYPE,
ports=Orifice.PORTS,
parameters=Orifice.PARAMETERS,
factory=_orifice_factory,
),
"tee": ComponentModelSpec(
model_type=Tee.MODEL_TYPE,
ports=Tee.PORTS,
parameters=Tee.PARAMETERS,
factory=_tee_factory,
),
}
def get_component_model_spec(model_type: str) -> ComponentModelSpec:
try:
return COMPONENT_MODEL_REGISTRY[model_type]
except KeyError as exc:
raise ValueError(f"Unsupported model type: {model_type}.") from exc