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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 cmath
import math
import re
from pathlib import Path
ROOT = Path("/home/user/Desktop")
ONE_P_HZ = 9.0 / 60.0
EXPECTED = (
12.214448,
88.000774,
7.204646,
0.230884,
1.874851,
)
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")
if (
units[time_i] != "(s)"
or units[wind_i] != "(m/s)"
or units[speed_i] != "(rpm)"
or units[power_i] != "(W)"
):
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")
samples = [
(row[time_i], row[power_i] / 1000.0)
for row in rows[100:]
]
if len(samples) != 201:
raise ValueError("incorrect 10-to-30-second sample count")
mean = sum(value for _, value in samples) / len(samples)
std = math.sqrt(
sum((value - mean) ** 2 for _, value in samples)
/ len(samples)
)
coefficient = sum(
(value - mean)
* cmath.exp(-2j * math.pi * ONE_P_HZ * time)
for time, value in samples
)
amplitude = 2.0 * abs(coefficient) / len(samples)
return std, amplitude
def parse_summary(
path: Path,
) -> tuple[float, float, float, 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) != 5 or not all(math.isfinite(value) for value in values):
raise ValueError("summary must contain five finite values")
return values
def normalize_shadow_parameter(text: str) -> str:
updated, count = re.subn(
r"(?m)^\s*\S+(\s+TwrShadow\s+-.*)$",
r"<TwrShadow>\1",
text,
)
if count != 1:
raise ValueError("expected exactly one TwrShadow parameter")
return updated
def check() -> bool:
required = (
"build_case.py",
"postprocess.py",
"elasto_shadow.dat",
"aero_notower.dat",
"aero_tower.dat",
"case_notower.fst",
"case_tower.fst",
"case_notower.out",
"case_tower.out",
"case_notower.log",
"case_tower.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 / "elasto_shadow.dat")
rigid_dofs = (
"FlapDOF1",
"FlapDOF2",
"EdgeDOF",
"PitchDOF",
"TeetDOF",
"DrTrDOF",
"GenDOF",
"YawDOF",
"TwFADOF1",
"TwFADOF2",
"TwSSDOF1",
"TwSSDOF2",
)
if any(parameter(elasto, name) != "False" for name in rigid_dofs):
return False
if (
parameter(elasto, "RotSpeed") != "9.0"
or parameter(elasto, "OverHang") != "20.0"
or '"../5MW_Baseline/' in elasto
):
return False
no_tower_aero = read(ROOT / "aero_notower.dat")
tower_aero = read(ROOT / "aero_tower.dat")
if (
parameter(no_tower_aero, "TwrShadow") != "0"
or parameter(tower_aero, "TwrShadow") != "1"
or parameter(no_tower_aero, "Wake_Mod") != "1"
or parameter(tower_aero, "Wake_Mod") != "1"
or '"../5MW_Baseline/' in no_tower_aero
or '"../5MW_Baseline/' in tower_aero
or '"RtAeroPwr"' not in no_tower_aero
or '"RtAeroPwr"' not in tower_aero
or normalize_shadow_parameter(no_tower_aero)
!= normalize_shadow_parameter(tower_aero)
):
return False
for label in ("notower", "tower"):
main = read(ROOT / f"case_{label}.fst")
expected_main = {
"TMax": "30.0",
"DT_Out": "0.1",
"OutFileFmt": "1",
"CompInflow": "1",
"CompAero": "2",
"CompServo": "0",
"EDFile": "elasto_shadow.dat",
"InflowFile": (
"5MW_Baseline/"
"NRELOffshrBsline5MW_InflowWind_Steady8mps.dat"
),
"AeroFile": f"aero_{label}.dat",
}
if any(
parameter(main, name) != value
for name, value in expected_main.items()
):
return False
log = read(ROOT / f"case_{label}.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
or "Tower strike" in log
):
return False
no_tower_std, no_tower_amp = output_metrics(
ROOT / "case_notower.out"
)
tower_std, tower_amp = output_metrics(ROOT / "case_tower.out")
calculated = (
no_tower_std,
tower_std,
tower_std / no_tower_std,
no_tower_amp,
tower_amp,
)
reported = parse_summary(ROOT / "summary.txt")
return (
tower_std > 5.0 * no_tower_std
and 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())