"""Evaluator for Heilbronn triangle (11 points in equilateral triangle).""" import subprocess, sys, json BENCHMARK = 0.036529889880030156 def evaluate(program_path): script = f""" import json, sys, os, time import numpy as np import itertools sys.path.insert(0, os.path.dirname(r'{program_path}')) module_name = os.path.splitext(os.path.basename(r'{program_path}'))[0] start = time.time() try: program = __import__(module_name) points = program.run() except Exception as e: print(json.dumps({{"error": str(e)}})); sys.exit(0) eval_time = time.time() - start points = np.array(points, dtype=float) if points.shape != (11, 2): print(json.dumps({{"error": f"bad shape {{points.shape}}"}})); sys.exit(0) TOL = 1e-6 for i, (x, y) in enumerate(points): if not (y >= -TOL and np.sqrt(3)*x <= np.sqrt(3)-y+TOL and y <= np.sqrt(3)*x+TOL): print(json.dumps({{"error": f"point {{i}} outside triangle"}})); sys.exit(0) def tri_area(a,b,c): return abs(a[0]*(b[1]-c[1])+b[0]*(c[1]-a[1])+c[0]*(a[1]-b[1]))/2 eq_area = tri_area(np.array([0,0]), np.array([1,0]), np.array([0.5, np.sqrt(3)/2])) min_a = min(tri_area(p1,p2,p3) for p1,p2,p3 in itertools.combinations(points, 3)) norm = min_a / eq_area score = norm / {BENCHMARK} print(json.dumps({{"combined_score": score, "min_area_normalized": norm, "eval_time": eval_time}})) """ try: r = subprocess.run([sys.executable, "-c", script], capture_output=True, text=True, timeout=600) for line in reversed(r.stdout.strip().splitlines()): if line.strip().startswith("{"): return json.loads(line.strip()) return {{"combined_score": 0.0, "error": r.stderr[-500:]}} except Exception as e: return {{"combined_score": 0.0, "error": str(e)}}