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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 = (0.0, 39.9, 0.071472)
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, 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")
power_i = headers.index("GenPwr")
speed_i = headers.index("RotSpeed")
pitch_indices = [
headers.index(f"BldPitch{blade}")
for blade in (1, 2, 3)
]
if (
units[time_i] != "(s)"
or units[power_i] != "(kW)"
or units[speed_i] != "(rpm)"
or any(units[index] != "(deg)" for index in pitch_indices)
):
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) != 901:
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")
shutdown_rows = rows[200:]
if abs(rows[199][power_i]) < 100.0:
raise ValueError("generator was already disconnected before 20 seconds")
power_time = next(
row[time_i] - 20.0
for row in shutdown_rows
if abs(row[power_i]) < 100.0
)
feather_time = next(
row[time_i] - 20.0
for row in shutdown_rows
if all(row[index] >= 89.9 for index in pitch_indices)
)
for row in shutdown_rows:
pitches = [row[index] for index in pitch_indices]
if max(pitches) - min(pitches) > 2.0e-6:
raise ValueError("blade pitch trajectories are not collective")
if any(
not close(rows[-1][index], 90.0, rel_tol=0.0, abs_tol=2.0e-6)
for index in pitch_indices
):
raise ValueError("final blade pitch is not 90 degrees")
return power_time, feather_time, abs(rows[-1][speed_i])
def parse_summary(path: Path) -> tuple[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) != 3 or not all(math.isfinite(value) for value in values):
raise ValueError("summary must contain three finite values")
return values
def check() -> bool:
required = (
"build_case.py",
"postprocess.py",
"inflow_shutdown.dat",
"elasto_shutdown.dat",
"aero_shutdown.dat",
"servo_shutdown.dat",
"shutdown_case.fst",
"shutdown_case.out",
"shutdown_case.log",
"summary.txt",
)
if any(
not (ROOT / name).is_file() or (ROOT / name).stat().st_size == 0
for name in required
):
return False
inflow = read(ROOT / "inflow_shutdown.dat")
expected_inflow = {
"WindType": "1",
"HWindSpeed": "15.0",
}
if any(
parameter(inflow, name) != value
for name, value in expected_inflow.items()
):
return False
elasto = read(ROOT / "elasto_shutdown.dat")
if parameter(elasto, "RotSpeed") != "12.1":
return False
if '"../5MW_Baseline/' in elasto:
return False
if any(
f'"{channel}"' not in elasto
for channel in ("BldPitch1", "BldPitch2", "BldPitch3", "RotSpeed")
):
return False
if '"../5MW_Baseline/' in read(ROOT / "aero_shutdown.dat"):
return False
servo = read(ROOT / "servo_shutdown.dat")
expected_servo = {
"GenTiStp": "True",
"TimGenOf": "20.0",
"HSSBrMode": "0",
"TPitManS(1)": "20.0",
"TPitManS(2)": "20.0",
"TPitManS(3)": "20.0",
"PitManRat(1)": "2.0",
"PitManRat(2)": "2.0",
"PitManRat(3)": "2.0",
"BlPitchF(1)": "90.0",
"BlPitchF(2)": "90.0",
"BlPitchF(3)": "90.0",
}
if any(
parameter(servo, name) != value
for name, value in expected_servo.items()
):
return False
if '"GenPwr"' not in servo or '"../5MW_Baseline/' in servo:
return False
main = read(ROOT / "shutdown_case.fst")
expected_main = {
"TMax": "90.0",
"DT_Out": "0.1",
"OutFileFmt": "1",
"EDFile": "elasto_shutdown.dat",
"InflowFile": "inflow_shutdown.dat",
"AeroFile": "aero_shutdown.dat",
"ServoFile": "servo_shutdown.dat",
}
if any(
parameter(main, name) != value
for name, value in expected_main.items()
):
return False
log = read(ROOT / "shutdown_case.log")
if (
"OpenFAST-v5.0.0" not in log
or "OpenFAST terminated normally." not in log
or "Simulated Time: 90 seconds" not in log
or "FATAL ERROR" in log
):
return False
calculated = output_metrics(ROOT / "shutdown_case.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())