#!/usr/bin/env python3 """Keep only eval questions that BOTH king and challenger failed. Reads scoring-results.jsonl. For each sample, a question is kept when every parsed judge answered 0 for previous_king and 0 for challenger. Usage: python filter_shared_fails.py evals/ python filter_shared_fails.py evals//scoring-results.jsonl python filter_shared_fails.py evals/ --out shared-fails.jsonl """ from __future__ import annotations import argparse import json import sys from pathlib import Path def load_records(path: Path) -> list[dict]: if path.is_dir(): path = path / "scoring-results.jsonl" if not path.is_file(): raise FileNotFoundError(f"no scoring-results.jsonl at {path}") return [json.loads(line) for line in path.read_text().splitlines() if line.strip()] def judge_by_side(record: dict) -> dict[str, dict]: out: dict[str, dict] = {} for result in record.get("judge_results") or []: if not result.get("parse_ok"): continue side = result.get("side") if side in ("previous_king", "challenger"): out[side] = result return out def shared_fail_rows(record: dict) -> list[dict]: judges = judge_by_side(record) king = judges.get("previous_king") chal = judges.get("challenger") if not king or not chal: return [] rows = [] for question in record.get("questions") or []: qid = question.get("id") ka = (king.get("answers") or {}).get(qid) ca = (chal.get("answers") or {}).get(qid) if ka != "0" or ca != "0": continue rows.append( { "sample_id": record.get("sample_id"), "qid": qid, "tag": question.get("tag"), "weight": question.get("weight"), "requires": question.get("requires"), "step": question.get("step"), "text": question.get("text"), "example_bad": question.get("example_bad"), "evidence": question.get("evidence"), "king_answer": ka, "chal_answer": ca, "king_explanation": (king.get("explanations") or {}).get(qid), "chal_explanation": (chal.get("explanations") or {}).get(qid), "king_score": record.get("king_score"), "challenger_score": record.get("challenger_score"), } ) return rows def main(argv: list[str] | None = None) -> int: parser = argparse.ArgumentParser( description="Filter scoring-results.jsonl to questions both models answered 0." ) parser.add_argument("path", type=Path, help="eval directory or scoring-results.jsonl") parser.add_argument( "--out", type=Path, help="output jsonl (default: /shared-fails.jsonl)", ) args = parser.parse_args(argv) source = args.path if args.path.is_file() else args.path / "scoring-results.jsonl" records = load_records(args.path) out_path = args.out or source.with_name("shared-fails.jsonl") kept = 0 samples_with_fails = 0 samples_scored = 0 questions_total = 0 out_path.parent.mkdir(parents=True, exist_ok=True) with out_path.open("w", encoding="utf-8") as handle: for record in records: questions_total += len(record.get("questions") or []) if record.get("scored"): samples_scored += 1 rows = shared_fail_rows(record) if not rows: continue samples_with_fails += 1 for row in rows: handle.write(json.dumps(row, ensure_ascii=False) + "\n") kept += 1 print(f"scored samples {samples_scored}/{len(records)}") print(f"questions {questions_total}") print(f"shared fails {kept}") print(f"samples with ≥1 {samples_with_fails}") print(f"wrote {out_path}") return 0 if __name__ == "__main__": try: raise SystemExit(main()) except Exception as exc: # noqa: BLE001 print(f"error: {exc}", file=sys.stderr) raise SystemExit(1)