source/scripts/test_server.py

"""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)