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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 = (4755.905895, 2868.318485, 0.2)
REL_TOL = 2e-3
ABS_TOL = 2e-4
def read(path: Path) -> str:
return path.read_text(encoding="utf-8", errors="ignore")
def close(actual: float, expected: float) -> 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 read_output(path: Path) -> tuple[list[str], list[str], list[list[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(i for i, line in enumerate(lines) if line.split()[:1] == ["Time"])
headers = lines[header_index].split()
units = lines[header_index + 1].split()
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 not rows or not close(rows[-1][headers.index("Time")], 60.0):
raise ValueError("incomplete 60-second output")
return headers, units, rows
def calculate(path: Path) -> tuple[float, float, float]:
headers, units, rows = read_output(path)
names = ("Time", "BldPitch1", "BldPitch2", "BldPitch3", "GenPwr")
indexes = {name: headers.index(name) for name in names}
if units[indexes["Time"]] != "(s)" or units[indexes["GenPwr"]] != "(kW)":
raise ValueError("unexpected channel units")
pre_rows = [row for row in rows if 20.0 <= row[indexes["Time"]] < 30.0]
post_rows = [row for row in rows if 40.0 <= row[indexes["Time"]] <= 50.0]
if len(pre_rows) < 90 or len(post_rows) < 90:
raise ValueError("insufficient averaging samples")
pre_power = sum(row[indexes["GenPwr"]] for row in pre_rows) / len(pre_rows)
post_power = sum(row[indexes["GenPwr"]] for row in post_rows) / len(post_rows)
pre_pitch = sum(
sum(row[indexes[name]] for name in names[1:4]) / 3.0 for row in pre_rows
) / len(pre_rows)
low = pre_pitch + 0.1 * (10.0 - pre_pitch)
high = pre_pitch + 0.9 * (10.0 - pre_pitch)
maneuver = [
(
row[indexes["Time"]],
sum(row[indexes[name]] for name in names[1:4]) / 3.0,
)
for row in rows
if row[indexes["Time"]] >= 30.0
]
t10 = next(time for time, pitch in maneuver if pitch >= low)
t90 = next(time for time, pitch in maneuver if pitch >= high)
if any(not close(maneuver[-1][1], 10.0) for _ in (0,)):
raise ValueError("final collective pitch is not 10 degrees")
return pre_power, post_power, t90 - t10
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 one row")
values = tuple(float(value.strip()) for value in rows[0].split(","))
if len(values) != 3:
raise ValueError("summary must contain three values")
return values
def check() -> bool:
required = (
"build_case.py",
"postprocess.py",
"servo_step.dat",
"elasto_step.dat",
"aero_step.dat",
"case.fst",
"case.out",
"case.log",
"summary.txt",
)
if any(not (ROOT / name).is_file() or (ROOT / name).stat().st_size == 0 for name in required):
return False
if "OpenFAST terminated normally." not in read(ROOT / "case.log"):
return False
servo = read(ROOT / "servo_step.dat")
for blade in (1, 2, 3):
for name, expected in (
(f"TPitManS({blade})", 30.0),
(f"PitManRat({blade})", 10.0),
(f"BlPitchF({blade})", 10.0),
):
if not close(float(parameter(servo, name)), expected):
return False
fst = read(ROOT / "case.fst")
expected_main = {
"TMax": "60.0",
"DT_Out": "0.1",
"OutFileFmt": "1",
"EDFile": "elasto_step.dat",
"AeroFile": "aero_step.dat",
"ServoFile": "servo_step.dat",
}
if any(parameter(fst, name) != value for name, value in expected_main.items()):
return False
elasto = read(ROOT / "elasto_step.dat")
if any(f'"BldPitch{blade}"' not in elasto for blade in (1, 2, 3)):
return False
if '"../5MW_Baseline/' in elasto or '"../5MW_Baseline/' in read(ROOT / "aero_step.dat"):
return False
calculated = calculate(ROOT / "case.out")
reported = parse_summary(ROOT / "summary.txt")
return all(close(a, e) for a, e in zip(calculated, EXPECTED)) and all(
close(a, e) for a, e in zip(reported, EXPECTED)
)
def main() -> int:
try:
result = check()
except Exception:
result = False
print("True" if result else "False")
return 0
if __name__ == "__main__":
raise SystemExit(main())