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Align task taxonomy and IDs with the updated paper; main evaluation 306
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#!/usr/bin/env python3
from __future__ import annotations
import csv
import math
import re
import subprocess
from pathlib import Path
ROOT = Path("/home/user/Desktop")
SWEEP = ROOT / "cavity_sweep"
REYNOLDS = (100, 400, 1000)
def read(path: Path) -> str:
return path.read_text(encoding="utf-8", errors="ignore")
def named_block(text: str, name: str) -> str:
text = re.sub(r"/\*.*?\*/|//[^\n]*", "", text, flags=re.S)
match = re.search(rf"(?m)^\s*{re.escape(name)}\s*\{{", text)
if not match:
raise ValueError(f"missing block {name}")
start = text.find("{", match.start())
depth = 0
for index in range(start, len(text)):
depth += text[index] == "{"
depth -= text[index] == "}"
if depth == 0:
return text[start + 1 : index]
raise ValueError(f"unterminated block {name}")
def has_entry(block: str, key: str, value: str) -> bool:
return re.search(rf"(?<!\w){re.escape(key)}\s+{value}\s*;", block) is not None
def close(actual: float, expected: float, tolerance: float) -> bool:
return math.isfinite(actual) and abs(actual - expected) <= tolerance
def patch(text: str, name: str) -> str:
return named_block(named_block(text, "boundaryField"), name)
def vectors(path: Path) -> list[tuple[float, float, float]]:
text = read(path)
header = named_block(text, "FoamFile")
match = re.search(
r"internalField\s+nonuniform\s+List<vector>\s+(\d+)\s*\((.*?)\)\s*;",
text,
re.S,
)
if not match:
raise ValueError(f"missing vector field: {path}")
values = [
tuple(float(value) for value in item.split())
for item in re.findall(r"\(([^()]+)\)", match.group(2))
]
if (
len(values) != int(match.group(1))
or any(
len(value) != 3 or not all(math.isfinite(component) for component in value)
for value in values
)
or not has_entry(header, "format", r"ascii")
or not has_entry(header, "class", r"volVectorField")
or not has_entry(header, "object", re.escape(path.name))
):
raise ValueError(f"invalid vector field: {path}")
return values
def scalars(path: Path) -> list[float]:
text = read(path)
header = named_block(text, "FoamFile")
match = re.search(
r"internalField\s+nonuniform\s+List<scalar>\s+(\d+)\s*\((.*?)\)\s*;",
text,
re.S,
)
if not match:
raise ValueError(f"missing scalar field: {path}")
values = [float(value) for value in match.group(2).split()]
if (
len(values) != int(match.group(1))
or any(not math.isfinite(value) for value in values)
or not has_entry(header, "format", r"ascii")
or not has_entry(header, "class", r"volScalarField")
or not has_entry(header, "object", re.escape(path.name))
):
raise ValueError(f"invalid scalar field: {path}")
return values
def paren_section(text: str, name: str) -> str:
match = re.search(rf"(?m)^\s*{re.escape(name)}\s*\(", text)
if not match:
raise ValueError(f"missing section {name}")
start = text.find("(", match.start())
depth = 0
for index in range(start, len(text)):
depth += text[index] == "("
depth -= text[index] == ")"
if depth == 0:
return text[start + 1 : index]
raise ValueError(f"unterminated section {name}")
def mesh_geometry_is_valid(mesh: str) -> bool:
scale_match = re.search(r"\bconvertToMeters\s+([^;]+);", mesh)
vertices = [
tuple(float(value) for value in item.split())
for item in re.findall(r"\(([^()]+)\)", paren_section(mesh, "vertices"))
]
if scale_match is None or len(vertices) != 8 or any(len(point) != 3 for point in vertices):
return False
scale = float(scale_match.group(1))
xs, ys, zs = zip(*(tuple(scale * value for value in point) for point in vertices))
return (
abs(min(xs)) <= 1e-12
and abs(max(xs) - 1.0) <= 1e-12
and abs(min(ys)) <= 1e-12
and abs(max(ys) - 1.0) <= 1e-12
and abs(min(zs)) <= 1e-12
and abs(max(zs) - 0.01) <= 1e-12
and re.search(r"hex\s*\([^)]*\)\s*\(\s*50\s+50\s+1\s*\)", mesh) is not None
)
def numeric_entry(text: str, key: str) -> float:
match = re.search(rf"(?m)^\s*{re.escape(key)}\s+([^;]+);", text)
if not match:
raise ValueError(f"missing entry {key}")
return float(match.group(1))
def log_finished(path: Path) -> bool:
text = read(path)
return "FOAM FATAL" not in text and text.rstrip().endswith("End")
def case_inputs(case: Path, reynolds: int) -> bool:
mesh = read(case / "system/blockMeshDict")
velocity = read(case / "0/U")
pressure = read(case / "0/p")
physical = read(case / "constant/physicalProperties")
control = read(case / "system/controlDict")
schemes = read(case / "system/fvSchemes")
solution = read(case / "system/fvSolution")
boundary = read(case / "constant/polyMesh/boundary")
match = re.search(r"\bnu\s+\[[^]]+\]\s+([^;]+);", physical)
return all(
(
mesh_geometry_is_valid(mesh),
has_entry(patch(velocity, "movingWall"), "value", r"uniform\s+\(1(?:\.0+)?\s+0(?:\.0+)?\s+0(?:\.0+)?\)"),
has_entry(patch(velocity, "fixedWalls"), "type", r"noSlip"),
has_entry(patch(velocity, "frontAndBack"), "type", r"empty"),
has_entry(patch(pressure, "movingWall"), "type", r"zeroGradient"),
has_entry(patch(pressure, "fixedWalls"), "type", r"zeroGradient"),
has_entry(patch(pressure, "frontAndBack"), "type", r"empty"),
match is not None and abs(float(match.group(1)) - 1.0 / reynolds) < 1.0e-12,
abs(numeric_entry(control, "endTime") - 30.0) <= 1e-12,
abs(numeric_entry(control, "deltaT") - 0.005) <= 1e-12,
re.search(r"\bwriteFormat\s+ascii\s*;", control) is not None,
has_entry(named_block(schemes, "ddtSchemes"), "default", r"Euler"),
has_entry(named_block(schemes, "divSchemes"), "div(phi,U)", r"Gauss\s+linear"),
has_entry(named_block(solution, "PISO"), "nCorrectors", r"2"),
re.search(r"\bfrontAndBack\b.*?type\s+empty;", boundary, re.S)
is not None,
)
)
def center_result(case: Path) -> tuple[tuple[float, float, float], float]:
final = case / "30"
centres = vectors(final / "C")
velocity = vectors(final / "U")
if len(centres) != 2500 or len(velocity) != len(centres):
raise ValueError("unexpected final field size")
target = (0.5, 0.5, 0.005)
indices = sorted(
range(len(centres)),
key=lambda i: sum((centres[i][j] - target[j]) ** 2 for j in range(3)),
)[:4]
center = tuple(sum(velocity[i][j] for i in indices) / 4.0 for j in range(3))
max_speed = max(math.sqrt(sum(component**2 for component in item)) for item in velocity)
return center, max_speed
def check() -> bool:
required_root = (
ROOT / "build_case.py",
ROOT / "run_sweep.py",
ROOT / "postprocess.py",
ROOT / "summary.txt",
ROOT / "sweep_results.csv",
)
if any(not path.is_file() or path.stat().st_size == 0 for path in required_root):
return False
calculated = {}
for reynolds in REYNOLDS:
case = SWEEP / f"Re{reynolds}"
required = (
case / "log.blockMesh",
case / "log.checkMesh",
case / "log.icoFoam",
case / "log.cellCentres",
case / "30/U",
case / "30/p",
case / "30/C",
)
if any(not path.is_file() or path.stat().st_size == 0 for path in required):
return False
if any(not log_finished(path) for path in required[:4]):
return False
if "Mesh OK." not in read(case / "log.checkMesh") or not case_inputs(case, reynolds):
return False
mesh_check = subprocess.run(
[
"bash",
"--noprofile",
"--norc",
"-c",
f"trap - CHLD; . /opt/openfoam11/etc/bashrc && checkMesh -case {case}",
],
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
text=True,
timeout=120,
)
if mesh_check.returncode != 0 or "Mesh OK." not in mesh_check.stdout:
return False
center, max_speed = center_result(case)
if len(scalars(case / "30/p")) != 2500:
return False
if not (-0.5 < center[0] < 0 and 0.5 < max_speed < 1.2):
return False
calculated[reynolds] = (1.0 / reynolds, *center, max_speed)
if not (
calculated[100][1]
< calculated[400][1]
< calculated[1000][1]
< 0
):
return False
with (ROOT / "sweep_results.csv").open(encoding="utf-8", newline="") as stream:
rows = list(csv.DictReader(stream))
keys = ("nu_m2_s", "center_ux", "center_uy", "center_uz", "max_speed")
if [int(row["reynolds"]) for row in rows] != list(REYNOLDS):
return False
for row in rows:
reynolds = int(row["reynolds"])
actual = tuple(float(row[key]) for key in keys)
if any(not close(a, b, 5.0e-7) for a, b in zip(actual, calculated[reynolds])):
return False
lines = [line.strip() for line in read(ROOT / "summary.txt").splitlines() if line.strip()]
if len(lines) != 3:
return False
for line, reynolds in zip(lines, REYNOLDS):
parts = [item.strip() for item in line.split(",")]
if len(parts) != 2 or int(parts[0]) != reynolds:
return False
if not close(float(parts[1]), calculated[reynolds][1], 5.0e-7):
return False
return True
def main() -> int:
try:
result = check()
except Exception:
result = False
print("True" if result else "False")
return 0
if __name__ == "__main__":
raise SystemExit(main())