"""Replay Arena admission actions and reward oracles against a running server.""" from __future__ import annotations import argparse import json import sys import time from pathlib import Path from urllib.parse import urlsplit, urlunsplit from urllib.request import urlopen from websockets.sync.client import connect sys.path.insert(0, str(Path(__file__).resolve().parents[1])) from sql_investigation.tasks import TASK_IDS, build_task EXAMPLE_ACTIONS = [ {"op": "query", "sql": "SELECT 1 AS ready"}, {"op": "finish"}, ] def exchange(socket, message: dict) -> dict: socket.send(json.dumps(message)) response = json.loads(socket.recv(timeout=15)) assert response.get("type") == "observation", response data = response["data"] assert isinstance(data["done"], bool), data reward = data["reward"] assert isinstance(reward, (int, float)) and not isinstance(reward, bool), data assert 0 <= reward <= 1, data assert isinstance(data["observation"], dict), data return data def websocket_url(base_url: str) -> str: parsed = urlsplit(base_url) if parsed.scheme not in {"http", "https"}: raise ValueError("--url must use http:// or https://") return urlunsplit( ( "wss" if parsed.scheme == "https" else "ws", parsed.netloc, parsed.path.rstrip("/") + "/ws", "", "", ) ) def run(base_url: str, output: Path) -> None: base_url = base_url.rstrip("/") output.parent.mkdir(parents=True, exist_ok=True) with urlopen(f"{base_url}/schema", timeout=15) as response: schema = json.load(response) for field in ("action", "observation", "state"): assert isinstance(schema.get(field), dict), f"Missing {field} schema" submission_schema = {key: schema[key] for key in ("action", "observation")} (output.parent / "schema.json").write_text(json.dumps(submission_schema, indent=2) + "\n") report = { "passed": False, "url": base_url, "seed": 42, "example_actions": EXAMPLE_ACTIONS, "episodes": [], } started = time.monotonic() try: for task_id in TASK_IDS: task = build_task(task_id, 42) try: # Admission uses this identical sequence for every named task. with connect(websocket_url(base_url), open_timeout=15, close_timeout=5) as socket: reset = exchange( socket, {"type": "reset", "data": {"task_id": task_id, "seed": 42}}, ) assert not reset["done"], (task_id, reset) assert task.oracle_sql not in json.dumps(reset), task_id for action in EXAMPLE_ACTIONS: example_result = exchange(socket, {"type": "step", "data": action}) assert example_result["done"], (task_id, example_result) assert example_result["reward"] == 0.0, (task_id, example_result) # A fresh session also proves that the actual solution gets 1. with connect(websocket_url(base_url), open_timeout=15, close_timeout=5) as socket: exchange( socket, {"type": "reset", "data": {"task_id": task_id, "seed": 42}}, ) oracle_result = exchange( socket, { "type": "step", "data": {"op": "submit", "sql": task.oracle_sql}, }, ) assert oracle_result["done"], (task_id, oracle_result) assert oracle_result["reward"] == 1.0, (task_id, oracle_result) report["episodes"].append( { "task_id": task_id, "example": { "steps": len(EXAMPLE_ACTIONS), "done": example_result["done"], "reward": example_result["reward"], }, "oracle": { "steps": 1, "done": oracle_result["done"], "reward": oracle_result["reward"], }, } ) finally: task.connection.close() report["passed"] = True finally: report["duration_s"] = round(time.monotonic() - started, 3) output.write_text(json.dumps(report, indent=2) + "\n") print(f"Passed example and oracle episodes for all {len(TASK_IDS)} tasks: {output}") if __name__ == "__main__": parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--url", default="http://127.0.0.1:8000") parser.add_argument("--output", type=Path, default=Path("artifacts/episodes.json")) args = parser.parse_args() run(args.url, args.output)