HongchengGao's picture
Align task taxonomy and IDs with the updated paper; main evaluation 306
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from pathlib import Path
import subprocess
DESKTOP = Path(r"C:\Users\user\Desktop")
DB_FILE = DESKTOP / "apdl_plastic.db"
RESULT_FILE = DESKTOP / "apdl_plastic.rst"
REQUIRED_FILES = [DB_FILE, RESULT_FILE]
EXEC_FILE = r"C:\Program Files\ANSYS Inc\v261\ansys\bin\winx64\ANSYS261.exe"
JOBNAME = "eval_apdl_plastic"
MAPDL_PORT = 50113
def is_nonempty_file(path: Path) -> bool:
return path.exists() and path.is_file() and path.stat().st_size > 0
def allsel(mapdl) -> None:
mapdl.run("ALLSEL,ALL")
def node_on_loaded_face(mapdl, tol: float = 1e-3) -> int:
allsel(mapdl)
mapdl.nsel("S", "LOC", "Y", 50.0 - tol, 50.0 + tol)
node = int(mapdl.get_value("NODE", 0, "NUM", "MIN"))
allsel(mapdl)
if node < 1:
raise RuntimeError("Loaded-end node not found.")
return node
def sort_max(mapdl, item: str, comp: str = "") -> float:
if comp:
mapdl.run(f"NSORT,{item},{comp},0,1,ALL")
else:
mapdl.run(f"NSORT,{item},,0,1,ALL")
return float(mapdl.get_value("SORT", 0, "MAX"))
def extract_predictions(mapdl) -> dict:
mapdl.resume(DB_FILE.stem, "db")
mapdl.post1()
mapdl.file(RESULT_FILE.stem, RESULT_FILE.suffix.lstrip("."))
mapdl.set("LAST")
loaded = node_on_loaded_face(mapdl)
return {
"loaded_end_uy_mm": float(mapdl.get_value("NODE", loaded, "U", "Y")),
"max_seqv_mpa": sort_max(mapdl, "S", "EQV"),
}
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
def _coord_span(arr, axis: int):
values = [float(v[axis]) for v in arr]
return min(values), max(values)
def _within(value: float, target: float, tol: float) -> bool:
return abs(value - target) <= tol
def _check_bounds_from_instruction(mapdl, task_name: str) -> bool:
nodes = mapdl.mesh.nodes
if nodes is None or len(nodes) < 2:
return False
xmin, xmax = _coord_span(nodes, 0)
ymin, ymax = _coord_span(nodes, 1)
zmin, zmax = _coord_span(nodes, 2)
if task_name == "task-01":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 10.0, 1e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 10.0, 1e-1) and _within(zmin, 0.0, 1e-2) and _within(zmax, 100.0, 1e-1)
if task_name == "task-02":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 50.0, 1e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 1.0, 1e-1)
if task_name == "task-03":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 100.0, 1e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 200.0, 1e-1)
if task_name == "task-04":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 50.0, 1e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 20.0, 1e-1) and _within(zmin, 0.0, 1e-2) and _within(zmax, 20.0, 1e-1)
if task_name == "task-05":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 500.0, 5e-1)
if task_name == "task-06":
return _within(xmin, 25.0, 1e-1) and _within(xmax, 50.0, 1e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 10.0, 1e-1)
if task_name == "task-07":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 100.0, 1e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 10.0, 1e-1) and _within(zmin, 0.0, 1e-2) and _within(zmax, 10.0, 1e-1)
if task_name == "task-08":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 100.0, 1e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 10.0, 1e-1) and _within(zmin, 0.0, 1e-2) and _within(zmax, 10.0, 1e-1)
if task_name == "task-11":
return (xmax - xmin) > 10.0 and (ymax - ymin) > 10.0 and (zmax - zmin) > 10.0
if task_name == "task-12":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 1000.0, 5e-1)
if task_name == "task-13":
return _within(ymin, 0.0, 1e-2) and _within(ymax, 50.0, 2e-1)
if task_name == "task-14":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 500.0, 5e-1)
if task_name == "task-18":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 100.0, 2e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 100.0, 2e-1)
if task_name == "task-19":
return _within(ymin, 0.0, 1e-2) and _within(ymax, 1000.0, 5e-1)
if task_name == "task-20":
return _within(xmin, 0.0, 1e-2) and _within(xmax, 100.0, 1e-1) and _within(ymin, 0.0, 1e-2) and _within(ymax, 10.0, 1e-1) and _within(zmin, 0.0, 1e-2) and _within(zmax, 10.0, 1e-1)
return True
def passes_process_checks(mapdl, pred: dict, task_name: str) -> bool:
mapdl.resume(DB_FILE.stem, "db")
if not _check_bounds_from_instruction(mapdl, task_name):
return False
mapdl.post1()
mapdl.file(RESULT_FILE.stem, RESULT_FILE.suffix.lstrip("."))
try:
mapdl.set("LAST")
except Exception:
try:
mapdl.set(1, 1)
except Exception:
return False
for key, val in pred.items():
try:
x = float(val)
except Exception:
return False
lk = key.lower()
if "temp" in lk and not (-1000.0 <= x <= 5000.0):
return False
if "freq" in lk and not (x > 0.0):
return False
if "reaction" in lk and abs(x) < 1e-9:
return False
if ("uy" in lk or "uz" in lk or "ux" in lk or "rot" in lk) and not (-1e6 <= x <= 1e6):
return False
if ("von_mises" in lk or "seqv" in lk or "stress" in lk) and abs(x) < 1e-9:
return False
if "final_time" in lk and not (x > 0.0):
return False
return True
def evaluate() -> bool:
_kill_ansys_related()
if any(not is_nonempty_file(p) for p in REQUIRED_FILES):
return False
mapdl = None
ok = False
try:
from ansys.mapdl.core import launch_mapdl
mapdl = launch_mapdl(
exec_file=EXEC_FILE,
jobname=JOBNAME,
run_location=str(DESKTOP),
nproc=1,
port=MAPDL_PORT,
override=True,
)
pred = extract_predictions(mapdl)
ok = passes_process_checks(mapdl, pred, task_name="task-13")
except Exception:
ok = False
finally:
if mapdl is not None:
try:
mapdl.exit()
except Exception:
pass
return ok
def main() -> None:
print("True" if evaluate() else "False")
if __name__ == "__main__":
main()