untracked files on main: dceb101 feat(#63): IMP-34 R1 donor capacity measured bound (u1+u2)

2026-05-21 22:07:41 +09:00
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+"""두 하이브리드 비교: 구조→BM25 (기존) vs BM25→구조 (역방향)"""
+import sys
+import json
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).parent))
+
+from common import load_ground_truth, load_figma_texts
+from extract_units import extract_units
+from methods import method_hard_filter, method_bm25_then_struct
+
+ROOT = Path(r"d:\ad-hoc\kei\design_agent")
+PREVIEW_DIR = ROOT / "data" / "figma_previews"
+
+
+def main():
+    gt_list = load_ground_truth()
+    figma = load_figma_texts()
+    units = extract_units()
+
+    with open(PREVIEW_DIR / "index.json", encoding="utf-8") as f:
+        idx_data = json.load(f)
+    frame_to_short = {info["frame_id"]: sid for sid, info in idx_data.items()}
+
+    # 7개 중목차 섹션만 (GT 있는 것)
+    gt_by_id = {g["id"]: g for g in gt_list}
+
+    print(f"{'섹션':15s}  {'GT':5s}  {'구조→BM25':15s}  {'BM25→구조':15s}")
+    print("-" * 65)
+
+    hard_filter_hits = 0
+    reversed_hits = 0
+    total_clear = 0
+
+    for g in gt_list:
+        sid = g["id"]
+        if sid not in units:
+            continue
+        text = units[sid]
+        gt_short = frame_to_short.get(str(g["primary"]), "null") if g["primary"] else "null"
+
+        hf = method_hard_filter(text, figma)
+        rv = method_bm25_then_struct(text, figma)
+        hf_top = frame_to_short.get(str(hf[0][0]), "?")
+        rv_top = frame_to_short.get(str(rv[0][0]), "?")
+
+        hf_mark = "✅" if hf_top == gt_short else ("·" if gt_short == "null" else "✗")
+        rv_mark = "✅" if rv_top == gt_short else ("·" if gt_short == "null" else "✗")
+
+        print(f"{sid:15s}  {gt_short:5s}  {hf_mark} {hf_top:3s} ({hf[0][1]:.1f})    {rv_mark} {rv_top:3s} ({rv[0][1]:.2f})")
+
+        if g["primary"] is not None:
+            total_clear += 1
+            if hf_top == gt_short:
+                hard_filter_hits += 1
+            if rv_top == gt_short:
+                reversed_hits += 1
+
+    print()
+    print(f"기존 (구조→BM25) Hit@1: {hard_filter_hits}/{total_clear}")
+    print(f"역방향 (BM25→구조) Hit@1: {reversed_hits}/{total_clear}")
+
+
+if __name__ == "__main__":
+    main()