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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 math
import re
from pathlib import Path
ROOT = Path("/home/user/Desktop")
EXPECTED = (1749.944881, 362.987969)
REL_TOL = 2.0e-3
ABS_TOL = 2.0e-5
def read(path: Path) -> str:
return path.read_text(encoding="utf-8", errors="ignore")
def close(
actual: float,
expected: float,
rel_tol: float = REL_TOL,
abs_tol: float = ABS_TOL,
) -> bool:
return math.isfinite(actual) and abs(actual - expected) <= max(
abs_tol, rel_tol * max(1.0, abs(expected))
)
def parameter(text: str, name: str) -> str:
match = re.search(
rf"^\s*(\S+).*?\s{re.escape(name)}\s+-",
text,
re.MULTILINE,
)
if not match:
raise ValueError(f"missing parameter {name}")
return match.group(1).strip('"').rstrip(",")
def output_metrics(path: Path) -> tuple[float, float]:
lines = read(path).splitlines()
if "at commit v5.0.0" not in "\n".join(lines[:5]):
raise ValueError("output was not generated by OpenFAST 5.0.0")
header_index = next(
index
for index, line in enumerate(lines)
if line.split()[:1] == ["Time"]
)
headers = lines[header_index].split()
units = lines[header_index + 1].split()
time_i = headers.index("Time")
wind_i = headers.index("Wind1VelX")
speed_i = headers.index("RotSpeed")
power_i = headers.index("RtAeroPwr")
thrust_i = headers.index("RtAeroFxh")
if (
units[time_i] != "(s)"
or units[wind_i] != "(m/s)"
or units[speed_i] != "(rpm)"
or units[power_i] != "(W)"
or units[thrust_i] != "(N)"
):
raise ValueError("unexpected native OpenFAST units")
rows: list[list[float]] = []
for line in lines[header_index + 2 :]:
fields = line.split()
if len(fields) != len(headers):
continue
try:
rows.append([float(value) for value in fields])
except ValueError:
continue
if len(rows) != 301:
raise ValueError("incorrect output sample count")
for index, row in enumerate(rows):
if not close(
row[time_i],
index / 10.0,
rel_tol=0.0,
abs_tol=2.0e-8,
):
raise ValueError("output timestamps are not 0.1-second samples")
if not close(row[wind_i], 8.0, rel_tol=0.0, abs_tol=2.0e-6):
raise ValueError("output wind speed is not fixed at 8 m/s")
if not close(row[speed_i], 9.0, rel_tol=0.0, abs_tol=2.0e-6):
raise ValueError("rotor speed is not fixed at 9 rpm")
final_rows = rows[200:]
if len(final_rows) != 101:
raise ValueError("incorrect final-window sample count")
return (
sum(row[power_i] for row in final_rows)
/ len(final_rows)
/ 1000.0,
max(abs(row[thrust_i]) for row in final_rows) / 1000.0,
)
def parse_summary(path: Path) -> tuple[float, float]:
rows = [line.strip() for line in read(path).splitlines() if line.strip()]
if len(rows) != 1:
raise ValueError("summary must contain exactly one row")
values = tuple(float(field.strip()) for field in rows[0].split(","))
if len(values) != 2 or not all(math.isfinite(value) for value in values):
raise ValueError("summary must contain two finite values")
return values
def check() -> bool:
required = (
"build_case.py",
"postprocess.py",
"minimal_elasto.dat",
"minimal_aero.dat",
"minimal.fst",
"minimal.out",
"minimal.log",
"summary.txt",
"5MW_Baseline/NRELOffshrBsline5MW_InflowWind_Steady8mps.dat",
)
if any(
not (ROOT / name).is_file() or (ROOT / name).stat().st_size == 0
for name in required
):
return False
inflow = read(
ROOT
/ "5MW_Baseline/NRELOffshrBsline5MW_InflowWind_Steady8mps.dat"
)
if (
parameter(inflow, "WindType") != "1"
or parameter(inflow, "HWindSpeed") != "8"
):
return False
elasto = read(ROOT / "minimal_elasto.dat")
expected_elasto = {
"DrTrDOF": "False",
"GenDOF": "False",
"RotSpeed": "9.0",
}
if any(
parameter(elasto, name) != value
for name, value in expected_elasto.items()
):
return False
if '"../5MW_Baseline/' in elasto:
return False
aero = read(ROOT / "minimal_aero.dat")
if parameter(aero, "Wake_Mod") != "1":
return False
if '"../5MW_Baseline/' in aero:
return False
if any(
f'"{channel}"' not in aero
for channel in ("RtAeroPwr", "RtAeroFxh")
):
return False
main = read(ROOT / "minimal.fst")
expected_main = {
"TMax": "30.0",
"DT": "0.0125",
"DT_Out": "0.1",
"OutFileFmt": "1",
"CompInflow": "1",
"CompAero": "2",
"CompServo": "0",
"EDFile": "minimal_elasto.dat",
"InflowFile": (
"5MW_Baseline/"
"NRELOffshrBsline5MW_InflowWind_Steady8mps.dat"
),
"AeroFile": "minimal_aero.dat",
}
if any(
parameter(main, name) != value
for name, value in expected_main.items()
):
return False
log = read(ROOT / "minimal.log")
if (
"OpenFAST-v5.0.0" not in log
or "OpenFAST terminated normally." not in log
or "Simulated Time: 30 seconds" not in log
or "FATAL ERROR" in log
):
return False
calculated = output_metrics(ROOT / "minimal.out")
reported = parse_summary(ROOT / "summary.txt")
return (
all(
close(actual, expected)
for actual, expected in zip(calculated, EXPECTED)
)
and all(
close(actual, expected)
for actual, expected in zip(reported, EXPECTED)
)
and all(
close(
actual,
calculated_value,
rel_tol=0.0,
abs_tol=2.0e-6,
)
for actual, calculated_value in zip(reported, calculated)
)
)
def main() -> int:
try:
result = check()
except Exception:
result = False
print("True" if result else "False")
return 0
if __name__ == "__main__":
raise SystemExit(main())