#!/usr/bin/env python3 import math import yaml from eval_utils import ( desktop_root, floats_close, parse_floats, print_result, require_calls, require_source_tokens, run_submission, ) EXPECTED = [1753.954459, 5313.911068, 1753.954459, 5314.055367, 14135.875354] def check() -> bool: root = desktop_root() config = yaml.safe_load((root / "heterogeneous.yaml").read_text(encoding="utf-8")) farm = config["farm"] if farm["turbine_type"] != ["nrel_5MW", "iea_15MW", "nrel_5MW", "iea_15MW"]: return False if float(config["flow_field"]["reference_wind_height"]) != 90.0: return False tree = run_submission(root, "hetero.py", ["summary.txt"]) require_calls(tree, {"FlorisModel": 1, "set": 1, "run": 1, "get_turbine_powers": 1}) require_source_tokens(root / "hetero.py", ["heterogeneous.yaml"]) values = parse_floats(root / "summary.txt", 5) return ( floats_close(values, EXPECTED) and values[1] > values[0] and values[3] > values[2] and math.isclose(values[4], sum(values[:4]), abs_tol=2e-3) ) if __name__ == "__main__": try: result = check() except Exception: result = False raise SystemExit(print_result(result))