| |
| """K-IPTAB 로더. 입력(context)만으로 leak-free 모델 입력을 구성. |
| 사용: |
| from load import load, build_input |
| recs = load("comb", "test") |
| x = build_input(recs[0]) # 모델 입력 문자열 (정답/근거 미포함) |
| y = recs[0]["answer"] # 정답 |
| """ |
| import json, pathlib |
| HERE = pathlib.Path(__file__).parent |
|
|
| def load(task, split=None): |
| assert task in ("verdict", "chart", "comb") |
| recs = [json.loads(l) for l in open(HERE/f"kiptab_{task}.jsonl", encoding="utf-8")] |
| return [r for r in recs if r["split"] == split] if split else recs |
|
|
| def build_input(rec): |
| """모델 입력 = 청구항 + 선행기술 명세서 (context만; answer/rationale 제외).""" |
| c = rec["context"] |
| pa = "\n\n".join( |
| f"[{p.get('ref','')}|{p.get('country','')}] {p.get('title','')}\n{p.get('claims') or p.get('abstract') or ''}" |
| for p in (c.get("prior_art_specifications") or []) |
| ) |
| return f"[청구항]\n{c.get('claims','')}\n\n[선행기술]\n{pa}" |
|
|
| if __name__ == "__main__": |
| for task in ("verdict", "chart", "comb"): |
| recs = load(task) |
| sp = {} |
| for r in recs: sp[r["split"]] = sp.get(r["split"], 0) + 1 |
| print(f"{task}: {len(recs)} ({sp}) | 입력 예시 {len(build_input(recs[0]))}자") |
|
|
