Download tasks/ASTRO2/verify.py from ulamai/STEM-RL-Tasks: direct link, hf CLI and curl.
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https://huggingface.co/datasets/ulamai/STEM-RL-Tasks/resolve/main/tasks/ASTRO2/verify.py
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hf download hf://datasets/ulamai/STEM-RL-Tasks/tasks/ASTRO2/verify.py
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curl -L -o verify.py https://huggingface.co/datasets/ulamai/STEM-RL-Tasks/resolve/main/tasks/ASTRO2/verify.py
1.75 kB
| #!/usr/bin/env python3 | |
| import json | |
| import math | |
| import sys | |
| from pathlib import Path | |
| PROBLEM_ID = "ASTRO2" | |
| # key -> (expected, rel_tol, abs_tol) | |
| EXPECTED = { | |
| "initial_horizon_angular_velocity_rad_s": (5691.6727, 0.0015, 0.0056916727), | |
| "saturated_black_hole_spin_a_sat": (0.69461391, 0.0015, 6.946139099999999e-07), | |
| "saturated_cloud_boson_number": (4.5212278e+77, 0.0015, 4.521227799999999e+71), | |
| "observed_annihilation_gw_frequency_hz": (1063.9369, 0.0015, 0.0010639368999999998), | |
| } | |
| def fail(reason, reward=0.0): | |
| print(json.dumps({"passed": False, "reward": reward, "reason": reason})) | |
| sys.exit(1) | |
| def is_num(x): | |
| return isinstance(x, (int, float)) and not isinstance(x, bool) and math.isfinite(x) | |
| def main(): | |
| if len(sys.argv) < 2: | |
| fail("usage: verify.py <candidate.json>") | |
| p = Path(sys.argv[1]) | |
| if not p.is_file(): | |
| fail("candidate.json not found") | |
| try: | |
| data = json.loads(p.read_text(encoding="utf-8")) | |
| except Exception as e: | |
| fail(f"invalid JSON: {e}") | |
| if not isinstance(data, dict): | |
| fail("root must be a JSON object") | |
| if data.get("problem_id") != PROBLEM_ID: | |
| fail("wrong problem_id") | |
| wrong = [] | |
| for k, (exp, rtol, atol) in EXPECTED.items(): | |
| if k not in data: | |
| wrong.append(f"missing {k}") | |
| continue | |
| v = data[k] | |
| if not is_num(v) or not math.isclose(float(v), exp, rel_tol=rtol, abs_tol=atol): | |
| wrong.append(k) | |
| graded = len(EXPECTED) | |
| reward = round((graded - len(wrong)) / graded, 4) | |
| if wrong: | |
| fail("wrong: " + ", ".join(wrong), reward=reward) | |
| print(json.dumps({"passed": True, "reward": 1.0, "reason": "ok"})) | |
| if __name__ == "__main__": | |
| main() | |