import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).resolve().parent))
import bench

for name in ["355_p02_cellar", "355_p13_15th", "dean_p04", "dean_p06"]:
    p = Path(__file__).resolve().parent / "ground_truth" / (name + ".csv")
    gt = bench._load_boxes(p, is_gt=True)
    sc = bench._score(gt, gt)
    print(f"{name:18s} gt={sc['gt_count']:3d} F1={sc['f1']:.3f} "
          f"tag_acc={sc['tag_acc']:.3f} count_acc={sc['count_acc']:.3f}")

# Perturbation check: drop one box + add a spurious one -> F1 < 1
gt = bench._load_boxes(Path(__file__).resolve().parent / "ground_truth" / "dean_p04.csv", is_gt=True)
preds = gt[:-1] + [("AC-Z", 99999, 99999, 50, 50)]
sc = bench._score(preds, gt)
print(f"perturbed dean_p04 pred={sc['pred_count']} tp={sc['tp']} fp={sc['fp']} "
      f"fn={sc['fn']} F1={sc['f1']:.3f}")