# Copyright (c) Meta Platforms, Inc. and affiliates. # All rights reserved. # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. """SQL Sandbox Environment Client.""" from typing import Dict from openenv.core import EnvClient from openenv.core.client_types import StepResult from openenv.core.env_server.types import State from models import SqlSandboxAction, SqlSandboxObservation class SqlSandboxEnv(EnvClient[SqlSandboxAction, SqlSandboxObservation, State]): """ Client for the SQL/Data Cleaning Sandbox. Example: >>> with SqlSandboxEnv(base_url="http://localhost:8000") as client: ... result = client.reset() ... print(result.observation.task_description) ... result = client.step(SqlSandboxAction(tool="sql", command="SELECT * FROM sales")) ... print(result.observation.output) """ def _step_payload(self, action: SqlSandboxAction) -> Dict: return {"tool": action.tool, "command": action.command} def _parse_result(self, payload: Dict) -> StepResult[SqlSandboxObservation]: obs_data = payload.get("observation", {}) observation = SqlSandboxObservation( output=obs_data.get("output", ""), error=obs_data.get("error"), current_step=obs_data.get("current_step", 0), max_steps=obs_data.get("max_steps", 20), task_description=obs_data.get("task_description", ""), done=payload.get("done", False), reward=payload.get("reward"), metadata=obs_data.get("metadata", {}), ) return StepResult( observation=observation, reward=payload.get("reward"), done=payload.get("done", False), ) def _parse_state(self, payload: Dict) -> State: return State( episode_id=payload.get("episode_id"), step_count=payload.get("step_count", 0), )