five-desks / source /scripts /replay_v2.py
rca-umb's picture
Five Desks v2: diligence tasks in eight domains
dcef129 verified
Raw History Blame Contribute Delete
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()