"""Evaluator for circle packing in rectangle (n=21, perimeter=4).""" import subprocess, sys, json TARGET = 2.3658321334167627 def evaluate(program_path): script = f""" import json, sys, os, time import numpy as np 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) circles = program.run() except Exception as e: print(json.dumps({{"error": str(e)}})); sys.exit(0) eval_time = time.time() - start circles = np.array(circles, dtype=float) if circles.shape != (21, 3): print(json.dumps({{"combined_score": 0.0, "error": f"bad shape {{circles.shape}}"}})); sys.exit(0) xs, ys, rs = circles[:,0], circles[:,1], circles[:,2] if np.any(rs < 0) or np.isnan(circles).any(): print(json.dumps({{"combined_score": 0.0, "error": "negative radii or NaN"}})); sys.exit(0) TOL = 1e-6 for i in range(21): for j in range(i+1, 21): d = np.sqrt((xs[i]-xs[j])**2 + (ys[i]-ys[j])**2) if d < rs[i]+rs[j]-TOL: print(json.dumps({{"combined_score": 0.0, "error": f"overlap {{i}} {{j}}"}})); sys.exit(0) x_min = np.min(xs - rs); x_max = np.max(xs + rs) y_min = np.min(ys - rs); y_max = np.max(ys + rs) w = x_max - x_min; h = y_max - y_min peri = 2*(w+h) if peri > 4 + TOL: print(json.dumps({{"combined_score": 0.0, "error": f"perimeter {{peri}} > 4"}})); sys.exit(0) s = float(np.sum(rs)) print(json.dumps({{"combined_score": s/{TARGET}, "sum_radii": s, "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)}}