File size: 2,315 Bytes
f89afce | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 | """OpenEnv WebSocket client for the Deceit environment."""
from __future__ import annotations
from typing import Dict
from openenv.core import EnvClient
from openenv.core.env_server.types import State
from deceit_env.models import DeceitAction, DeceitObservation
class DeceitEnv(EnvClient[DeceitAction, DeceitObservation, State]):
"""WebSocket client for the Deceit environment server.
Connect to a running server (local Docker or HF Space) and interact
with the multi-turn factual QA environment.
Example:
>>> with DeceitEnv(base_url="http://localhost:8000") as env:
... result = env.reset()
... print(result.observation.question)
... result = env.step(DeceitAction(
... reasoning="Thinking...", answer="Canberra",
... confidence=0.9, is_final=True
... ))
... print(result.reward)
Example with Docker:
>>> client = DeceitEnv.from_docker_image("deceit-env:latest")
>>> try:
... result = client.reset()
... result = client.step(DeceitAction(
... reasoning="...", answer="42", confidence=0.8, is_final=True
... ))
... finally:
... client.close()
"""
def _step_payload(self, action: DeceitAction) -> Dict:
return action.model_dump()
def _parse_result(self, payload: Dict):
from openenv.core.client_types import StepResult
obs_data = payload.get("observation", payload)
observation = DeceitObservation(
question=obs_data.get("question", ""),
context=obs_data.get("context", []),
turn_index=obs_data.get("turn_index", 0),
max_turns=obs_data.get("max_turns", 3),
level=obs_data.get("level", 1),
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),
)
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