"""Replay every task against a running server: admission examples, oracle, wrong and budget paths. Usage: python scripts/replay.py --url http://localhost:8000 [--seeds 3] [--out reports/replay.json] """ import argparse import json import sys import time from pathlib import Path from urllib.request import urlopen sys.path.insert(0, str(Path(__file__).resolve().parents[1])) sys.path.insert(0, str(Path(__file__).resolve().parent)) from five_desks.tasks import TASK_IDS, build # noqa: E402 from wsclient import Session # noqa: E402 EXAMPLE_ACTIONS = [{"tool": "list"}, {"tool": "submit", "answer": {}}] def wrong(value): if isinstance(value, bool): return not value if isinstance(value, (int, float)): return value * 1.5 + 7 if isinstance(value, list): return value[:-1] + ["P999"] return str(value) + "-wrong" def run(url: str, seeds: int) -> dict: with urlopen(f"{url}/schema", timeout=15) as response: schema = json.load(response) report = {"url": url, "episodes": 0, "failures": [], "schema": {k: schema[k] for k in ("action", "observation")}} started = time.monotonic() def fail(msg): report["failures"].append(msg) for task_id in TASK_IDS: # 1. Admission: the example actions without a seed must end with a terminal reward in [0, 1]. with Session(url) as s: s.reset(task_id=task_id) data = None for action in EXAMPLE_ACTIONS: data = s.step(action) if data["done"]: break if not data["done"] or not 0 <= data["reward"] <= 1: fail(f"{task_id}: example actions did not terminate: {data}") report["episodes"] += 1 for seed in range(seeds): inst = build(task_id, seed) answer = {p.key: p.expected for p in inst.parts} # 2. Oracle path: read every file, use calc, submit the right answer -> 1.0. with Session(url) as s: obs = s.reset(task_id=task_id, seed=seed) if obs["done"] or "Submit exactly" not in obs["observation"]["output"]: fail(f"{task_id}/{seed}: bad reset {obs}") for name in inst.files: out = s.step({"tool": "read", "path": name})["observation"]["output"] if out.strip() != inst.files[name].strip(): fail(f"{task_id}/{seed}: read {name} mismatch") calc = s.step({"tool": "calc", "expr": "(2+3)*4"})["observation"]["output"] if calc != "= 20": fail(f"{task_id}/{seed}: calc returned {calc!r}") data = s.step({"tool": "submit", "answer": answer}) if not data["done"] or data["reward"] != 1.0: fail(f"{task_id}/{seed}: oracle reward {data.get('reward')}") after = s.step({"tool": "list"}) if not after["done"]: fail(f"{task_id}/{seed}: step after submit did not stay done") # 3. Wrong answers -> < 1; one right part -> partial credit. with Session(url) as s: s.reset(task_id=task_id, seed=seed) bad = {k: wrong(v) for k, v in answer.items()} data = s.step({"tool": "submit", "answer": bad}) if not data["done"] or data["reward"] >= 0.5: fail(f"{task_id}/{seed}: wrong answer reward {data['reward']}") with Session(url) as s: s.reset(task_id=task_id, seed=seed) first = inst.parts[0].key partial = {k: (v if k == first else wrong(v)) for k, v in answer.items()} data = s.step({"tool": "submit", "answer": partial}) if not 0 < data["reward"] < 1: fail(f"{task_id}/{seed}: partial reward {data['reward']}") # 4. Budget: never submitting ends the episode at reward 0. with Session(url) as s: s.reset(task_id=task_id, seed=seed) data = None for _ in range(inst.max_steps): data = s.step({"tool": "calc", "expr": "1+1"}) if not data["done"] or data["reward"] != 0: fail(f"{task_id}/{seed}: budget end {data}") report["episodes"] += 5 report["seconds"] = round(time.monotonic() - started, 1) report["passed"] = not report["failures"] return report def main(): parser = argparse.ArgumentParser() parser.add_argument("--url", default="http://localhost:8000") parser.add_argument("--seeds", type=int, default=2) parser.add_argument("--out", default="") args = parser.parse_args() report = run(args.url.rstrip("/"), args.seeds) if args.out: Path(args.out).parent.mkdir(parents=True, exist_ok=True) Path(args.out).write_text(json.dumps(report, indent=2) + "\n") print(json.dumps({k: report[k] for k in ("passed", "episodes", "seconds")}), "failures:", report["failures"][:10]) sys.exit(0 if report["passed"] else 1) if __name__ == "__main__": main()