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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+"""Phase 6 — 4개 유닛 × 7개 방법 통합표
+가로 7개: 키워드 3 (TF-IDF, Char, Kiwi+BM25) + 구조 1 + 의미 3 (청킹+sbert, 청킹+E5, Cross)
+
+데이터 소스:
+- Phase 2 MD: 키워드 3 + 구조 + SBERT-청크 (청킹+sbert)
+- Phase 4 MD: E5-청크 (청킹+E5), Cross-원본 (Cross)
+"""
+import re
+from pathlib import Path
+
+HERE = Path(__file__).parent
+
+TARGET_UNITS = [
+    ("6",  "1. (MDX 1) 팝업 — DX와 BIM의 구분",      "18"),
+    ("12", "2. (MDX 2) 2.2 DX 시행 주체별 기대효과",    "14"),
+    ("13", "3. (MDX 03) 1. DX 시행을 위한 필수요건 — 기술·사람·자연",  "13"),
+    ("14", "4. (MDX 03) 2. Process 혁신과 Product 변화", "29"),
+]
+
+# (소스 파일, 소스 방법명, 표시 이름)
+METHOD_MAP = [
+    ("phase2", "TF-IDF",       "TF-IDF"),
+    ("phase2", "Char-ngram",   "Char 3-gram"),
+    ("phase2", "Kiwi+BM25",    "Kiwi+BM25"),
+    ("phase2", "Structural",   "구조 메타"),
+    ("phase2", "SBERT-청크",    "청킹+sbert"),
+    ("phase4", "E5-청크",       "청킹+E5"),
+    ("phase4", "Cross-원본",    "Cross"),
+]
+
+
+def load_unit_blocks(md_name):
+    md = (HERE / md_name).read_text(encoding="utf-8")
+    parts = re.split(r"\n## (\d+)\. ", md)
+    return {parts[i]: parts[i + 1] for i in range(1, len(parts), 2)}
+
+
+blocks_p2 = load_unit_blocks("MATRIX_PHASE2.md")
+blocks_p4 = load_unit_blocks("MATRIX_PHASE4.md")
+
+
+def extract_top3(block_text, method_name):
+    for line in block_text.split("\n"):
+        if line.startswith(f"| {method_name} |"):
+            cells = line.split(" | ")
+            if len(cells) >= 4:
+                return [c.strip().rstrip("|").strip() for c in cells[1:4]]
+    return ["-", "-", "-"]
+
+
+def mark_correct(cell, correct_id):
+    if f"**{correct_id}**" in cell:
+        return "⭐ " + cell
+    return cell
+
+
+def get_top3(source, method, unit_num):
+    blocks = blocks_p2 if source == "phase2" else blocks_p4
+    block = blocks.get(unit_num, "")
+    return extract_top3(block, method)
+
+
+# 리포트 조립
+lines = []
+lines.append("# Phase 6 — 4개 유닛 × 7개 방법 통합표")
+lines.append("")
+lines.append("**콘텐츠 4개:**")
+for _, display_name, correct_id in TARGET_UNITS:
+    lines.append(f"- {display_name} (정답 Frame **{correct_id}**)")
+lines.append("")
+lines.append("**방법 7개**: 키워드 3 + 구조 1 + 의미 3 (청킹+sbert / 청킹+E5 / Cross)")
+lines.append("")
+lines.append("정답 프레임은 ⭐ 표시")
+lines.append("")
+
+header = ["콘텐츠"] + [m[2] for m in METHOD_MAP]
+lines.append("| " + " | ".join(header) + " |")
+lines.append("|" + "|".join(["------"] * len(header)) + "|")
+
+for num, display_name, correct_id in TARGET_UNITS:
+    method_tops = {}
+    for source, src_name, disp in METHOD_MAP:
+        method_tops[disp] = get_top3(source, src_name, num)
+
+    header_cell = f"**{display_name}**<br>정답 = Frame **{correct_id}**"
+    lines.append(f"| {header_cell} | " + " | ".join([""] * len(METHOD_MAP)) + " |")
+
+    for rank_idx, rank_label in enumerate(["**1순위**", "**2순위**", "**3순위**"]):
+        row = [rank_label]
+        for _, _, disp in METHOD_MAP:
+            cell = method_tops[disp][rank_idx]
+            row.append(mark_correct(cell, correct_id))
+        lines.append("| " + " | ".join(row) + " |")
+
+lines.append("")
+lines.append("---")
+lines.append("")
+lines.append("## 방법별 1순위 정답 집계")
+lines.append("")
+lines.append("| 방법 | MDX1 팝업(18) | MDX2 2.2(14) | MDX03-1(13) | MDX03-2(29) | 정답 합계 |")
+lines.append("|------|---------------|--------------|-------------|-------------|----------|")
+
+for source, src_name, disp in METHOD_MAP:
+    results = []
+    for num, _, correct_id in TARGET_UNITS:
+        top3 = get_top3(source, src_name, num)
+        top1 = top3[0]
+        results.append(f"**{correct_id}**" in top1)
+    marks = ["✓" if r else "✗" for r in results]
+    score = sum(results)
+    lines.append(f"| {disp} | {marks[0]} | {marks[1]} | {marks[2]} | {marks[3]} | **{score}/4** |")
+
+out_path = HERE / "MATRIX_PHASE6.md"
+out_path.write_text("\n".join(lines), encoding="utf-8")
+print(f"완료: {out_path}")
+
+# 검증 출력
+print("\n=== 검증: 각 유닛 1순위 ===")
+for num, display_name, correct_id in TARGET_UNITS:
+    print(f"\n[{display_name}] 정답={correct_id}")
+    for source, src_name, disp in METHOD_MAP:
+        top3 = get_top3(source, src_name, num)
+        m = re.search(r"\*\*(\d{2})\*\*", top3[0])
+        fid = m.group(1) if m else "-"
+        mark = "✓" if fid == correct_id else "✗"
+        print(f"  {disp:15s} (src={source}/{src_name}) → {fid} {mark}")