"""Ce recipe -- shape (zoning) coefficients.
Per the odt: a Cp data source plus a planar (zoning) grouping yields a
groups data source whose rows are the zoning regions. Each row is the
area-weighted mean Cp on that region.
The recipe here assumes the zoning grouping is already attached.
The centroid-based assignment lives in the
:func:`cfdmod.core.ops.geometric.zoning_grouping` op; see the YAML
template under ``fixtures/tests/pressure/templates/ce.yaml``.
"""
from __future__ import annotations
__all__ = ["CeRecipeConfig", "ce_pipeline"]
from pydantic import BaseModel, ConfigDict
from cfdmod.core.data_source import DataSource, GroupsDataSource
from cfdmod.core.ops.data_source_create.field_series_for_groups import (
FieldSeriesForGroupsParams,
field_series_for_groups,
)
[docs]
class CeRecipeConfig(BaseModel):
"""Ce recipe parameters.
Attributes:
grouping: Name of the zoning grouping in ``ds.groupings`` (one
group per region), typically produced by the
``zoning_grouping`` op.
field: Source field to aggregate (``"cp"`` by convention).
out: Output field name on the resulting groups source.
"""
model_config = ConfigDict(frozen=True)
grouping: str
field: str = "cp"
out: str = "ce"
def ce_pipeline(cfg: CeRecipeConfig):
def run(ds: DataSource) -> GroupsDataSource:
return field_series_for_groups(
ds,
FieldSeriesForGroupsParams(
grouping=cfg.grouping,
field=cfg.field,
agg="area_weighted_mean",
out=cfg.out,
),
)
return run
AeroSim Docs