"""ADHD Environment Client. Connects to an ADHD coaching evaluation environment server via WebSocket. """ from typing import Dict from openenv.core.client_types import StepResult from openenv.core.env_server.types import State from openenv.core import EnvClient from .models import ADHDAction, ADHDObservation class ADHDEnv(EnvClient[ADHDAction, ADHDObservation]): """Client for the ADHD Task Initiation Coaching Environment. Example: >>> with ADHDEnv(base_url="http://localhost:8000") as client: ... result = client.reset() ... print(result.observation.scenario) ... ... result = client.step(ADHDAction( ... tool_calls=["adhd_task_initiation_coach"], ... message="Open email and type just the recipient name." ... )) ... print(f"Reward: {result.reward}") """ def _step_payload(self, action: ADHDAction) -> Dict: """Convert ADHDAction to JSON payload.""" return { "tool_calls": action.tool_calls, "message": action.message, } def _parse_result(self, payload: Dict) -> StepResult[ADHDObservation]: """Parse server response into StepResult.""" obs_data = payload.get("observation", {}) observation = ADHDObservation( scenario=obs_data.get("scenario", ""), state=obs_data.get("state", {}), scoring=obs_data.get("scoring", {}), done=payload.get("done", False), reward=payload.get("reward", 0.0), ) return StepResult( observation=observation, reward=payload.get("reward", 0.0), done=payload.get("done", False), ) def _parse_state(self, payload: Dict) -> State: """Parse server response into State object.""" return State( episode_id=payload.get("episode_id"), step_count=payload.get("step_count", 0), )