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https://huggingface.co/datasets/rca-umb/five-desks/resolve/main/source/scripts/replay_v2.py
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2.61 kB
| """Replay Five Desks v2 tasks over the live WebSocket API: example actions, oracle, naive and finish paths. | |
| Usage: .venv/bin/python scripts/replay_v2.py --url http://localhost:8001 --seeds 5 --out reports/replay-v2.json | |
| """ | |
| import argparse | |
| import json | |
| import sys | |
| from pathlib import Path | |
| sys.path.insert(0, str(Path(__file__).resolve().parents[1])) | |
| sys.path.insert(0, str(Path(__file__).resolve().parent)) | |
| from diligence.environment import TASK_IDS, build # noqa: E402 | |
| from wsclient import Session # noqa: E402 | |
| EXAMPLE = [{"tool": "list_files", "args": {}}, {"tool": "submit", "args": {}}] | |
| FINISH = {"tool": "submit", "args": {}} | |
| def run(url, task_id, seed, actions): | |
| with Session(url) as s: | |
| data = s.reset(task_id=task_id, seed=seed) | |
| assert not data["done"] | |
| for action in actions: | |
| data = s.step(action) | |
| if data["done"]: | |
| break | |
| return data | |
| def main(): | |
| ap = argparse.ArgumentParser() | |
| ap.add_argument("--url", default="http://localhost:8001") | |
| ap.add_argument("--seeds", type=int, default=5) | |
| ap.add_argument("--out", default="reports/replay-v2.json") | |
| args = ap.parse_args() | |
| results, failures = [], 0 | |
| for task_id in TASK_IDS: | |
| for seed in range(args.seeds): | |
| task = build(task_id, seed) | |
| ex = run(args.url, task_id, seed, EXAMPLE) | |
| oracle = run(args.url, task_id, seed, task.oracle()) | |
| naive = run(args.url, task_id, seed, task.naive()) | |
| fin = run(args.url, task_id, seed, [FINISH]) | |
| # unseeded example run, as the arena plays it | |
| unseeded = run(args.url, task_id, None, EXAMPLE) if seed == 0 else ex | |
| ok = (ex["done"] and 0 <= ex["reward"] <= 1 and oracle["done"] and oracle["reward"] == 1.0 | |
| and naive["done"] and naive["reward"] < 1.0 and fin["done"] and fin["reward"] == 0.0 | |
| and unseeded["done"]) | |
| failures += not ok | |
| results.append({"task_id": task_id, "seed": seed, "ok": ok, "example": ex["reward"], | |
| "oracle": oracle["reward"], "naive": naive["reward"], "finish": fin["reward"]}) | |
| if not ok: | |
| print("FAIL", results[-1]) | |
| Path(args.out).write_text(json.dumps({"url": args.url, "episodes": len(results) * 5, "failures": failures, | |
| "results": results}, indent=1) + "\n") | |
| print(f"{len(results)} task/seed pairs, {len(results) * 5} episodes, failures: {failures}") | |
| sys.exit(1 if failures else 0) | |
| if __name__ == "__main__": | |
| main() | |