"""Methanol APC 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 MethanolAPCAction, MethanolAPCObservation class MethanolAPCEnv(EnvClient[MethanolAPCAction, MethanolAPCObservation, State]): """Async WebSocket client for the Methanol APC Environment. Example:: async with MethanolAPCEnv(base_url="http://localhost:8000") as env: result = await env.reset(task_name="startup") action = MethanolAPCAction( feed_rate_h2=3.0, feed_rate_co=1.5, cooling_water_flow=50.0, compressor_power=40.0, ) result = await env.step(action) print(result.observation.temperature) """ def _step_payload(self, action: MethanolAPCAction) -> Dict: return { "feed_rate_h2": action.feed_rate_h2, "feed_rate_co": action.feed_rate_co, "cooling_water_flow": action.cooling_water_flow, "compressor_power": action.compressor_power, } def _parse_result(self, payload: Dict) -> StepResult[MethanolAPCObservation]: obs_data = payload.get("observation", {}) observation = MethanolAPCObservation( temperature=obs_data.get("temperature", 0.0), pressure=obs_data.get("pressure", 0.0), feed_rate_h2=obs_data.get("feed_rate_h2", 0.0), feed_rate_co=obs_data.get("feed_rate_co", 0.0), h2_co_ratio=obs_data.get("h2_co_ratio", 2.0), cooling_water_flow=obs_data.get("cooling_water_flow", 0.0), cooling_water_temp=obs_data.get("cooling_water_temp", 25.0), catalyst_health=obs_data.get("catalyst_health", 1.0), methanol_produced=obs_data.get("methanol_produced", 0.0), reaction_rate=obs_data.get("reaction_rate", 0.0), profit_this_step=obs_data.get("profit_this_step", 0.0), cumulative_profit=obs_data.get("cumulative_profit", 0.0), step_number=obs_data.get("step_number", 0), max_steps=obs_data.get("max_steps", 100), task_name=obs_data.get("task_name", "startup"), safety_warning=obs_data.get("safety_warning"), temperature_trend=obs_data.get("temperature_trend", 0.0), done=payload.get("done", False), reward=payload.get("reward", 0.0), 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), )