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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+"""블록 매칭 비교 스크립트.
+
+기존 tag/item_count 매칭과 새 TF-IDF 매칭을 나란히 비교.
+"진짜 좋아졌나?"를 판단하기 위한 도구.
+
+사용법:
+    python scripts/eval_block_matcher.py
+
+출력:
+    각 MDX의 중목차별로:
+    - legacy 매칭 결과 (기존)
+    - tfidf 매칭 결과 (새)
+    - 일치 여부
+"""
+import sys
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).parent.parent))
+
+from src.mdx_normalizer import normalize_mdx_content as normalize_mdx
+from src.pipeline_v2 import match_blocks_for_sections
+
+
+def evaluate_mdx(mdx_path: Path):
+    """단일 MDX에 대해 TF-IDF 매칭 결과를 출력."""
+    content = mdx_path.read_text(encoding="utf-8")
+    result = normalize_mdx(content)
+    sections = result.get("sections", [])
+
+    print(f"\n{'='*60}")
+    print(f"MDX: {mdx_path.name}")
+    print(f"{'='*60}")
+
+    v2_results = match_blocks_for_sections(sections)
+
+    for zone_name, info in v2_results.items():
+        path = info["path"]
+        match = info.get("match")
+        sub_titles = info.get("sub_titles", [])
+        candidates = info.get("candidates", [])
+
+        print(f"\n  zone: {zone_name}")
+        print(f"  sub_titles: {sub_titles}")
+        print(f"  path: {path}")
+
+        if match:
+            print(f"  ✅ direct-fit: {match['block_id']} (score={match['score']})")
+        else:
+            print(f"  → recipe 경로")
+            if candidates:
+                for i, c in enumerate(candidates):
+                    print(f"     후보 {i+1}: {c['block_id']} (score={c['score']})")
+            else:
+                print(f"     후보 없음")
+
+
+def main():
+    mdx_dir = Path("samples/mdx")
+    if not mdx_dir.exists():
+        print(f"MDX 폴더 없음: {mdx_dir}")
+        return
+
+    mdx_files = sorted(mdx_dir.glob("*.mdx"))
+    if not mdx_files:
+        print("MDX 파일 없음")
+        return
+
+    print(f"블록 매칭 평가 ({len(mdx_files)}개 MDX)")
+    print(f"catalog: templates/catalog/blocks.yaml")
+
+    for mdx_path in mdx_files:
+        try:
+            evaluate_mdx(mdx_path)
+        except Exception as e:
+            print(f"\n  ❌ {mdx_path.name}: {e}")
+
+    print(f"\n{'='*60}")
+    print("평가 완료")
+
+
+if __name__ == "__main__":
+    main()