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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 ast
import csv
import math
import re
import subprocess
from pathlib import Path
ROOT = Path("/home/user/Desktop")
CASE = ROOT / "pipe_turb"
RADIUS = 0.05
RHO = 1.225
RADIAL_CELLS = 20
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 python_script_is_valid(path: Path, required_fragments: tuple[str, ...]) -> bool:
text = read(path)
try:
tree = ast.parse(text)
except SyntaxError:
return False
return bool(tree.body) and all(fragment in text for fragment in required_fragments)
def log_finished(path: Path) -> bool:
text = read(path)
return "foam fatal" not in text.lower() and text.rstrip().endswith("End")
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 wedge_geometry_is_valid(mesh: str) -> bool:
number = r"[-+]?(?:\d+(?:\.\d*)?|\.\d+)(?:[eE][-+]?\d+)?"
vertices = [
tuple(float(value) for value in match)
for match in re.findall(
rf"\(\s*({number})\s+({number})\s+({number})\s*\)",
paren_section(mesh, "vertices"),
)
]
if len(vertices) != 6:
return False
axis = [vertex for vertex in vertices if math.hypot(vertex[1], vertex[2]) <= 1.0e-10]
wall = [vertex for vertex in vertices if math.hypot(vertex[1], vertex[2]) > 1.0e-10]
if len(axis) != 2 or len(wall) != 4:
return False
expected_x = [0.0, 3.0]
if any(not close(vertex[0], target, 1.0e-10) for vertex, target in zip(sorted(axis), expected_x)):
return False
half_angle = math.radians(2.5)
for x in expected_x:
section = [vertex for vertex in wall if close(vertex[0], x, 1.0e-10)]
if len(section) != 2:
return False
angles = sorted(math.atan2(vertex[2], vertex[1]) for vertex in section)
if any(not close(math.hypot(vertex[1], vertex[2]), RADIUS, 1.0e-9) for vertex in section):
return False
if not all(
close(actual, expected, 1.0e-9)
for actual, expected in zip(angles, (-half_angle, half_angle))
):
return False
return True
def patch(text: str, name: str) -> str:
return named_block(named_block(text, "boundaryField"), name)
def volume_field(path: Path, kind: str) -> list:
text = read(path)
header = named_block(text, "FoamFile")
match = re.search(
rf"internalField\s+nonuniform\s+List<{kind}>\s+(\d+)\s*\((.*?)\)\s*;",
text,
re.S,
)
if not match:
raise ValueError(f"missing {kind} field")
if kind == "vector":
values = [
tuple(float(value) for value in item.split())
for item in re.findall(r"\(([^()]+)\)", match.group(2))
]
valid_values = all(
len(value) == 3 and all(math.isfinite(item) for item in value)
for value in values
)
elif kind == "scalar":
values = [float(value) for value in match.group(2).split()]
valid_values = all(math.isfinite(value) for value in values)
else:
raise ValueError(f"unsupported field kind {kind}")
if (
len(values) != int(match.group(1))
or not values
or not valid_values
or not has_entry(header, "format", r"ascii")
or not has_entry(header, "class", rf"vol{kind.capitalize()}Field")
or not has_entry(header, "object", re.escape(path.name))
):
raise ValueError(f"invalid {kind} field")
return values
def vector_field(path: Path) -> list[tuple[float, float, float]]:
return volume_field(path, "vector")
def scalar_field(path: Path) -> list[float]:
return volume_field(path, "scalar")
def wall_yplus(path: Path) -> list[float]:
text = read(path)
header = named_block(text, "FoamFile")
wall = patch(text, "wall")
match = re.search(
r"\bvalue\s+nonuniform\s+List<scalar>\s+(\d+)\s*\((.*?)\)\s*;",
wall,
re.S,
)
if not match:
raise ValueError("missing wall yPlus values")
values = [float(value) for value in match.group(2).split()]
if (
len(values) != int(match.group(1))
or not all(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", r"yPlus")
):
raise ValueError("wall yPlus count mismatch")
return values
def check_case() -> bool:
mesh = read(CASE / "system/blockMeshDict")
velocity = read(CASE / "0/U")
pressure = read(CASE / "0/p")
kinetic = read(CASE / "0/k")
omega = read(CASE / "0/omega")
nut = read(CASE / "0/nut")
physical = read(CASE / "constant/physicalProperties")
momentum = read(CASE / "constant/momentumTransport")
control = read(CASE / "system/controlDict")
schemes = read(CASE / "system/fvSchemes")
ras = named_block(momentum, "RAS")
div_schemes = named_block(schemes, "divSchemes")
return all(
(
wedge_geometry_is_valid(mesh),
re.search(r"\(\s*300\s+20\s+1\s*\)", mesh) is not None,
all(
has_entry(named_block(mesh, name), "type", r"wedge")
for name in ("wedgeLow", "wedgeHigh")
),
has_entry(patch(velocity, "axis"), "type", r"empty"),
has_entry(patch(velocity, "inlet"), "value", r"uniform\s+\(15(?:\.0+)?\s+0(?:\.0+)?\s+0(?:\.0+)?\)"),
has_entry(patch(velocity, "outlet"), "type", r"zeroGradient"),
has_entry(patch(velocity, "wall"), "type", r"noSlip"),
all(has_entry(patch(velocity, name), "type", r"wedge") for name in ("wedgeLow", "wedgeHigh")),
has_entry(patch(pressure, "outlet"), "type", r"fixedValue"),
has_entry(patch(pressure, "outlet"), "value", r"uniform\s+0(?:\.0+)?"),
has_entry(patch(kinetic, "inlet"), "value", r"uniform\s+0\.84375"),
has_entry(patch(kinetic, "wall"), "type", r"kqRWallFunction"),
has_entry(patch(omega, "inlet"), "value", r"uniform\s+250(?:\.0+)?"),
has_entry(patch(omega, "wall"), "type", r"omegaWallFunction"),
has_entry(patch(nut, "wall"), "type", r"nutkWallFunction"),
all(has_entry(patch(field_text, "axis"), "type", r"empty") for field_text in (pressure, kinetic, omega, nut)),
all(has_entry(patch(field_text, name), "type", r"wedge") for field_text in (pressure, kinetic, omega, nut) for name in ("wedgeLow", "wedgeHigh")),
re.search(r"\bnu\s+\[0 2 -1 0 0 0 0\]\s+1\.5e-?5\s*;", physical, re.I)
is not None,
re.search(r"\brho\s+\[1 -3 0 0 0 0 0\]\s+1\.225\s*;", physical) is not None,
has_entry(momentum, "simulationType", r"RAS"),
has_entry(ras, "model", r"kOmegaSST"),
re.search(r"\bendTime\s+2000\s*;", control) is not None,
re.search(r"\bwriteInterval\s+2000\s*;", control) is not None,
has_entry(div_schemes, "div(phi,U)", r"bounded\s+Gauss\s+linearUpwind\s+grad\(U\)"),
has_entry(div_schemes, "div(phi,k)", r"bounded\s+Gauss\s+upwind"),
has_entry(div_schemes, "div(phi,omega)", r"bounded\s+Gauss\s+upwind"),
)
)
def check() -> bool:
required = (
ROOT / "build_case.py",
ROOT / "postprocess.py",
ROOT / "summary.txt",
ROOT / "outlet_profile.csv",
ROOT / "wall_yplus.csv",
CASE / "log.blockMesh",
CASE / "log.simpleFoam",
CASE / "log.cellCentres",
CASE / "log.yPlus",
CASE / "2000/C",
CASE / "2000/U",
CASE / "2000/p",
CASE / "2000/k",
CASE / "2000/omega",
CASE / "2000/yPlus",
)
if any(not path.is_file() or path.stat().st_size == 0 for path in required):
return False
if not python_script_is_valid(
ROOT / "build_case.py",
(
"pipe_turb",
"blockMeshDict",
"controlDict",
"fvSchemes",
"fvSolution",
"0/U",
"0/p",
"0/k",
"0/omega",
"0/nut",
),
):
return False
if not python_script_is_valid(
ROOT / "postprocess.py",
("pipe_turb", "2000", "outlet_profile.csv", "wall_yplus.csv", "summary.txt", "yPlus"),
):
return False
solve_log = read(CASE / "log.simpleFoam")
if any(not log_finished(path) for path in (CASE / "log.blockMesh", CASE / "log.cellCentres", CASE / "log.yPlus")):
return False
if not log_finished(CASE / "log.simpleFoam") or "Time = 2000" not in solve_log:
return False
mesh_check = subprocess.run(
["bash", "-lc", ". /opt/openfoam11/etc/bashrc && checkMesh -case /home/user/Desktop/pipe_turb"],
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
text=True,
timeout=120,
)
if (
mesh_check.returncode != 0
or "Mesh OK." not in mesh_check.stdout
or "Failed " in mesh_check.stdout
or "foam fatal" in mesh_check.stdout.lower()
or not mesh_check.stdout.rstrip().endswith("End")
or not check_case()
):
return False
centres = vector_field(CASE / "2000/C")
velocity = vector_field(CASE / "2000/U")
pressure = scalar_field(CASE / "2000/p")
if not (len(centres) == len(velocity) == len(pressure) == 6000):
return False
indices = sorted(
(i for i, c in enumerate(centres) if c[0] > 2.99),
key=lambda i: math.hypot(centres[i][1], centres[i][2]),
)
if len(indices) != RADIAL_CELLS:
return False
calculated = []
mass_flow = 0.0
for radial_index, i in enumerate(indices):
radius = math.hypot(centres[i][1], centres[i][2])
inner = radial_index * RADIUS / RADIAL_CELLS
outer = (radial_index + 1) * RADIUS / RADIAL_CELLS
annulus_area = math.pi * (outer**2 - inner**2)
contribution = RHO * velocity[i][0] * annulus_area
mass_flow += contribution
calculated.append((radius, velocity[i][0], annulus_area, contribution))
if not (0.13 < mass_flow < 0.16):
return False
yplus = wall_yplus(CASE / "2000/yPlus")
if len(yplus) != 300:
return False
avg_yplus = sum(yplus) / len(yplus)
if not (20.0 <= avg_yplus <= 100.0):
return False
with (ROOT / "outlet_profile.csv").open(encoding="utf-8", newline="") as stream:
outlet_rows = list(csv.DictReader(stream))
outlet_keys = ("radius_m", "ux_mps", "annulus_area_m2", "mass_flow_kgps")
if len(outlet_rows) != RADIAL_CELLS or set(outlet_rows[0]) != set(outlet_keys):
return False
for row, expected in zip(outlet_rows, calculated):
actual = tuple(float(row[key]) for key in outlet_keys)
if any(not close(a, b, 5.0e-7) for a, b in zip(actual, expected)):
return False
with (ROOT / "wall_yplus.csv").open(encoding="utf-8", newline="") as stream:
yplus_rows = list(csv.DictReader(stream))
if len(yplus_rows) != 300 or set(yplus_rows[0]) != {"wall_face_index", "yplus"}:
return False
if any(
int(row["wall_face_index"]) != index
or not close(float(row["yplus"]), expected, 5.0e-7)
for index, (row, expected) in enumerate(zip(yplus_rows, yplus))
):
return False
values = [item.strip() for item in read(ROOT / "summary.txt").strip().split(",")]
if len(values) != 2:
return False
reported = tuple(float(value) for value in values)
return all(math.isfinite(value) for value in reported) and all(
abs(actual - expected) <= 5.0e-7
for actual, expected in zip(reported, (mass_flow, avg_yplus))
)
def main() -> int:
try:
result = check()
except Exception:
result = False
print("True" if result else "False")
return 0
if __name__ == "__main__":
raise SystemExit(main())