Download tasks/BIO2/verify.py from ulamai/STEM-RL-Tasks: direct link, hf CLI and curl.
- Browser
- Download file 2.69 kB
-
https://huggingface.co/datasets/ulamai/STEM-RL-Tasks/resolve/main/tasks/BIO2/verify.py
- Command line
-
hf download hf://datasets/ulamai/STEM-RL-Tasks/tasks/BIO2/verify.py
-
curl -L -o verify.py https://huggingface.co/datasets/ulamai/STEM-RL-Tasks/resolve/main/tasks/BIO2/verify.py
2.69 kB
| #!/usr/bin/env python3 | |
| import json, math, sys | |
| from pathlib import Path | |
| RULES = {"jarzynski_second_cumulant_dG_kBT":{"target":42.5,"kind":"real","rel_tol":0.002,"abs_tol":0.001},"mean_forward_dissipated_work_kBT":{"target":9.8,"kind":"pos","rel_tol":0.002,"abs_tol":0.001},"density_crossing_work_W_star_kBT":{"target":41.227372,"kind":"real","rel_tol":0.002,"abs_tol":0.001},"bhattacharyya_overlap_integral":{"target":0.012901,"kind":"prob","rel_tol":0.002,"abs_tol":0.0001},"transient_violation_probability":{"target":0.000844,"kind":"prob","rel_tol":0.002,"abs_tol":0.0001}} | |
| def _check_val(v, r): | |
| if isinstance(v, bool) or not isinstance(v, (int, float)): | |
| return False | |
| fv = float(v) | |
| if not math.isfinite(fv): | |
| return False | |
| kind = r["kind"] | |
| if kind == "int_nonneg": | |
| return fv >= 0.0 and abs(fv - round(fv)) < 1e-9 and int(round(fv)) == int(r["target"]) | |
| if kind == "prob" and (fv < -1e-6 or fv > 1.0 + 1e-6): | |
| return False | |
| if kind == "pos" and fv <= 0.0: | |
| return False | |
| if kind == "nonneg" and fv < -1e-6: | |
| return False | |
| return math.isclose(fv, float(r["target"]), rel_tol=float(r["rel_tol"]), abs_tol=float(r["abs_tol"])) | |
| def verify(candidate): | |
| if isinstance(candidate, (str, Path)): | |
| candidate = json.loads(Path(candidate).read_text(encoding="utf-8")) | |
| if not isinstance(candidate, dict): | |
| return False, list(RULES.keys()) | |
| errors = [] | |
| for k, r in RULES.items(): | |
| if k not in candidate or not _check_val(candidate[k], r): | |
| errors.append(k) | |
| return len(errors) == 0, errors | |
| # Portable JSON command-line adapter; numerical verification above is unchanged. | |
| def evaluate_file(candidate_path): | |
| from pathlib import Path as _Path | |
| try: | |
| _path = _Path(candidate_path) | |
| if not _path.is_file(): | |
| raise ValueError("missing_candidate_file") | |
| if _path.stat().st_size > 1048576: | |
| raise ValueError("candidate_exceeds_size_limit") | |
| _passed, _errors = verify(_path) | |
| _reward = round((len(RULES) - len(_errors)) / float(len(RULES)), 4) | |
| return {"passed": bool(_passed), "reward": float(_reward), "errors": _errors} | |
| except (OSError, ValueError, TypeError, OverflowError) as _exc: | |
| return {"passed": False, "reward": 0.0, "errors": ["invalid_candidate:" + str(_exc)]} | |
| if __name__ == "__main__": | |
| from pathlib import Path as _Path | |
| _answer = sys.argv[1] if len(sys.argv) > 1 else _Path(__file__).resolve().parent / "solution" / "solution.json" | |
| _result = evaluate_file(_answer) | |
| print(json.dumps(_result, ensure_ascii=False)) | |
| raise SystemExit(0 if _result["passed"] else 1) | |