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Align task taxonomy and IDs with the updated paper; main evaluation 306
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from pathlib import Path
from shutil import which
import subprocess
import tempfile
import os
import glob
import re
FLUENT_EXEC_FILE = r"C:\Program Files\ANSYS Inc\v261\fluent\ntbin\win64\fluent.exe"
DESKTOP = Path(r"C:\Users\user\Desktop")
CASE_FILE = DESKTOP / "poiseuille_2d.cas"
DATA_FILE = DESKTOP / "poiseuille_2d.dat"
REQUIRED_FILES = [CASE_FILE, DATA_FILE]
def is_nonempty_file(path: Path) -> bool:
return path.exists() and path.is_file() and path.stat().st_size > 0
def find_fluent_executable() -> str:
explicit = Path(FLUENT_EXEC_FILE)
if explicit.exists() and explicit.is_file():
return str(explicit)
cmd = which("fluent")
if cmd:
return cmd
candidates = []
for key, value in os.environ.items():
if key.startswith("AWP_ROOT"):
candidates.append(Path(value) / "fluent" / "ntbin" / "win64" / "fluent.exe")
for pattern in [
r"C:\Program Files\ANSYS Inc\ANSYS Student\v*\fluent\ntbin\win64\fluent.exe",
r"C:\Program Files\ANSYS Inc\v*\fluent\ntbin\win64\fluent.exe",
]:
for p in glob.glob(pattern):
candidates.append(Path(p))
for p in candidates:
if p.exists() and p.is_file():
return str(p)
raise FileNotFoundError("Fluent executable not found in PATH or common install paths")
def extract_predictions(root: Path) -> dict:
jou = """
/file/read-case-data poiseuille_2d.cas
/report/surface-integrals/area-weighted-avg outlet () x-velocity no
/exit yes
"""
with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", suffix=".jou", dir=root, delete=False) as fp:
fp.write(jou)
jou_path = Path(fp.name)
try:
fluent_exe = find_fluent_executable()
proc = subprocess.run(
[fluent_exe, "2ddp", "-g", "-i", jou_path.name],
cwd=root,
capture_output=True,
text=True,
timeout=300,
)
if proc.returncode != 0:
raise RuntimeError("fluent failed")
out = (proc.stdout or "") + "\n" + (proc.stderr or "")
values = re.findall(
r"outlet\s+([-+]?\d*\.?\d+(?:[eE][-+]?\d+)?)",
out,
flags=re.IGNORECASE,
)
if not values:
raise RuntimeError("outlet x-velocity value not found")
return {"centerline_velocity_m_s": abs(float(values[-1]))}
finally:
try:
jou_path.unlink()
except OSError:
pass
def _kill_ansys_related() -> None:
for target in (
"ANSYS261.exe",
"ansys261.exe",
"ANSYS.exe",
"ansys.exe",
"fluent.exe",
"Fluent.exe",
"cortex.exe",
"Cortex.exe",
):
try:
subprocess.run(
["taskkill", "/F", "/IM", target],
capture_output=True,
creationflags=0x08000000,
)
except Exception:
pass
_FLOAT_RE = r"[-+]?(?:\d*\.\d+|\d+\.?)(?:[eE][-+]?\d+)?"
def _decode_file(path: Path) -> str:
try:
return path.read_bytes().decode("latin-1", errors="ignore")
except Exception:
return ""
def _extract_case_config_blob(case_file: Path) -> str:
text = _decode_file(case_file)
if not text:
return ""
m = re.search(r"\(case-config\s*\(\(.*?\)\)\)", text, flags=re.S)
if not m:
return ""
return m.group(0)
def _case_config_has_true(blob: str, key: str) -> bool:
if not blob:
return False
return f"({key} . #t)" in blob
def _case_config_has_false(blob: str, key: str) -> bool:
if not blob:
return False
return f"({key} . #f)" in blob
def _extract_mesh_extents_2d(text: str):
if not text:
return None
m = re.search(r"\(10\s+\(1\s+[0-9a-f]+\s+[0-9a-f]+\s+1\s+2\)\((.*?)\)\)", text, flags=re.S | re.I)
if not m:
return None
nums = [float(x) for x in re.findall(_FLOAT_RE, m.group(1))]
if len(nums) < 4 or len(nums) % 2:
return None
xs = nums[0::2]
ys = nums[1::2]
return min(xs), max(xs), min(ys), max(ys)
def _contains_all(text: str, tokens) -> bool:
low = (text or "").lower()
return all(t.lower() in low for t in tokens)
def _within(value: float, target: float, tol: float) -> bool:
return abs(value - target) <= tol
def passes_process_checks(pred: dict, case_file: Path = None, data_file: Path = None, mesh_file: Path = None) -> bool:
if case_file is not None:
case_text = _decode_file(case_file)
if not case_text:
return False
blob = _extract_case_config_blob(case_file)
if not blob:
return False
if not _case_config_has_false(blob, "rp-unsteady?"):
return False
# Fluent may serialize 2D flags differently across versions; rely on mesh extents.
if not (_case_config_has_false(blob, "rp-3d?") or _case_config_has_false(blob, "rp-2d?")):
return False
if not _case_config_has_true(blob, "rp-visc?"):
return False
name = case_file.name.lower()
case_low = case_text.lower()
if name == "cavity.cas":
if not _contains_all(case_low, ["(2 2)", "wall top", "wall bottom", "wall left", "wall right"]):
return False
elif name == "poiseuille_shear.cas":
if not _contains_all(case_low, ["(2 2)", "velocity-inlet inlet", "pressure-outlet outlet", "wall top", "wall bottom"]):
return False
elif name == "poiseuille_2d.cas":
if not _contains_all(case_low, ["(2 2)", "velocity-inlet inlet", "pressure-outlet outlet", "wall top", "wall bottom"]):
return False
elif name == "couette.cas":
if not _contains_all(case_low, ["(2 2)", "wall top", "wall bottom"]):
return False
if not (
_contains_all(case_low, ["symmetry left", "symmetry right"])
or _contains_all(case_low, ["periodic left", "periodic right"])
):
return False
ext = _extract_mesh_extents_2d(case_text)
if ext is not None:
xmin, xmax, ymin, ymax = ext
if name == "cavity.cas":
if not (_within(xmin, 0.0, 5e-5) and _within(xmax, 1e-3, 5e-5) and _within(ymin, 0.0, 5e-5) and _within(ymax, 1e-3, 5e-5)):
return False
elif name == "poiseuille_shear.cas":
if not (_within(xmin, 0.0, 1e-3) and _within(xmax, 2e-1, 1e-3) and _within(ymin, 0.0, 1e-4) and _within(ymax, 2e-3, 1e-4)):
return False
elif name == "poiseuille_2d.cas":
if not (_within(xmin, 0.0, 2e-3) and _within(xmax, 1.0, 2e-3) and _within(ymin, 0.0, 1e-4) and _within(ymax, 2e-3, 1e-4)):
return False
elif name == "couette.cas":
if not (_within(xmin, 0.0, 1e-3) and _within(xmax, 1e-1, 1e-3) and _within(ymin, 0.0, 1e-4) and _within(ymax, 2e-3, 1e-4)):
return False
if mesh_file is not None:
mesh_text = _decode_file(mesh_file)
if not mesh_text:
return False
mesh_low = mesh_text.lower()
name = mesh_file.name.lower()
if name == "pipe_laminar.msh":
if not _contains_all(mesh_low, ["velocity-inlet inlet", "pressure-outlet outlet", "wall wall"]):
return False
if "(2 3)" in mesh_low:
return False
ext = _extract_mesh_extents_2d(mesh_text)
if ext is None:
return False
xmin, xmax, ymin, ymax = ext
if not (_within(xmin, 0.0, 2e-3) and _within(xmax, 1e-1, 2e-3) and _within(ymin, 0.0, 2e-4) and _within(ymax, 2e-3, 2e-4)):
return False
if "lid_speed_m_s" in pred:
v = pred["lid_speed_m_s"]
if not (0.01 <= v <= 0.5):
return False
if "wall_shear_pa" in pred:
v = pred["wall_shear_pa"]
if not (1e-4 <= v <= 50.0):
return False
if "centerline_velocity_m_s" in pred:
v = pred["centerline_velocity_m_s"]
if not (0.0 <= v <= 5.0):
return False
if "top_wall_shear_pa" in pred:
v = pred["top_wall_shear_pa"]
if not (1e-4 <= v <= 100.0):
return False
return True
def evaluate() -> bool:
_kill_ansys_related()
if any(not is_nonempty_file(p) for p in REQUIRED_FILES):
return False
try:
pred = extract_predictions(DESKTOP)
except Exception:
return False
return passes_process_checks(pred, case_file=CASE_FILE, data_file=DATA_FILE, mesh_file=None)
def main() -> None:
print("True" if evaluate() else "False")
if __name__ == "__main__":
main()