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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 = (1842.854029, 563.535813)
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 mean_power(path: Path) -> 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()
time_i = headers.index("Time")
power_i = headers.index("RtAeroPwr")
if units[power_i] != "(W)":
raise ValueError("RtAeroPwr must be reported in watts")
all_rows: list[list[float]] = []
for line in lines[header_index + 2 :]:
fields = line.split()
if len(fields) != len(headers):
continue
try:
all_rows.append([float(value) for value in fields])
except ValueError:
continue
if not all_rows or not close(all_rows[-1][time_i], 630.0):
raise ValueError("incomplete 630-second turbine output")
rows = [row for row in all_rows if row[time_i] >= 570.0]
if len(rows) < 590:
raise ValueError("insufficient final-window samples")
return sum(row[power_i] for row in rows) / len(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 one row")
values = tuple(float(value.strip()) for value in rows[0].split(","))
if len(values) != 2:
raise ValueError("summary must contain two values")
return values
def check_turbine_table(text: str) -> bool:
rows = [line.split() for line in text.splitlines()]
expected = (
("0.0", "0.0", "0.0", '"turbine1.fst"', "-69.49", "-80.0", "5.0", "10.17", "10.0", "10.0"),
("630.0", "0.0", "0.0", '"turbine2.fst"', "560.51", "-80.0", "5.0", "10.17", "10.0", "10.0"),
)
return all(list(row) in rows for row in expected)
def check() -> bool:
required = (
"build_case.py", "postprocess.py", "farm_inflow.dat", "elasto_farm.dat",
"aero_farm.dat", "turbine1.fst", "turbine2.fst", "farm.fstf",
"farm.out", "farm.T1.out", "farm.T2.out", "farm.log", "summary.txt",
)
if any(not (ROOT / name).is_file() or (ROOT / name).stat().st_size == 0 for name in required):
return False
if "FAST.Farm terminated normally." not in read(ROOT / "farm.log"):
return False
inflow = read(ROOT / "farm_inflow.dat")
expected_inflow = {"WindType": "1", "PropagationDir": "0", "HWindSpeed": "8.0", "PLExp": "0.0"}
if any(parameter(inflow, name) != value for name, value in expected_inflow.items()):
return False
elasto = read(ROOT / "elasto_farm.dat")
if parameter(elasto, "GenDOF").lower() != "false" or not close(float(parameter(elasto, "RotSpeed")), 9.0):
return False
if '"../5MW_Baseline/' in elasto:
return False
aero = read(ROOT / "aero_farm.dat")
if '"RtAeroPwr"' not in aero or '"../5MW_Baseline/' in aero:
return False
expected_turbine = {
"TMax": "630.0", "CompInflow": "1", "CompServo": "0", "DT_Out": "0.1",
"OutFileFmt": "1", "EDFile": "elasto_farm.dat", "InflowFile": "farm_inflow.dat",
"AeroFile": "aero_farm.dat",
}
for filename in ("turbine1.fst", "turbine2.fst"):
text = read(ROOT / filename)
if any(parameter(text, name) != value for name, value in expected_turbine.items()):
return False
farm = read(ROOT / "farm.fstf")
expected_farm = {
"TMax": "630.0", "Mod_AmbWind": "2", "InflowFile": "farm_inflow.dat",
"NumTurbines": "2", "Mod_Wake": "1", "WAT": "0", "OutFileFmt": "1",
}
if any(parameter(farm, name) != value for name, value in expected_farm.items()):
return False
if not check_turbine_table(farm):
return False
farm_output = read(ROOT / "farm.out")
if "at commit v5.0.0" not in "\n".join(farm_output.splitlines()[:5]):
return False
calculated = tuple(mean_power(ROOT / f"farm.T{i}.out") for i in (1, 2))
reported = parse_summary(ROOT / "summary.txt")
if calculated[1] >= 0.5 * calculated[0]:
return False
return all(close(actual, expected) for actual, expected in zip(calculated, EXPECTED)) and all(
close(actual, expected) for actual, expected 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())