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client.py
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42 lines (36 loc) · 1.91 KB
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from typing import Any, Dict
from openenv.core import EnvClient
from openenv.core.client_types import StepResult
from openenv.core.env_server.types import State
from .models import ApiRateLimitOptimizationAction, ApiRateLimitOptimizationObservation
class ApiRateLimitOptimizationEnv(
EnvClient[ApiRateLimitOptimizationAction, ApiRateLimitOptimizationObservation, State]
):
def _step_payload(self, action: ApiRateLimitOptimizationAction) -> Dict[str, Any]:
return {"action": action.action}
def _parse_result(self, payload: Dict[str, Any]) -> StepResult[ApiRateLimitOptimizationObservation]:
observation_payload = payload.get("observation") or payload.get("state") or payload
observation = ApiRateLimitOptimizationObservation(
current_requests=observation_payload.get("current_requests", 0),
rate_limit_remaining=observation_payload.get("rate_limit_remaining", 0),
time_window_remaining=observation_payload.get("time_window_remaining", 0),
request_priority=observation_payload.get("request_priority", "low"),
queue_size=observation_payload.get("queue_size", 0),
avg_queue_wait=observation_payload.get("avg_queue_wait", 0.0),
recent_violations=observation_payload.get("recent_violations", 0),
system_load=observation_payload.get("system_load", 0),
done=payload.get("done", False),
reward=payload.get("reward"),
metadata=payload.get("info", {}),
)
return StepResult(
observation=observation,
reward=payload.get("reward"),
done=payload.get("done", False),
)
def _parse_state(self, payload: Dict[str, Any]) -> State:
state_payload = payload.get("state") or payload
return State(
episode_id=state_payload.get("episode_id"),
step_count=state_payload.get("step_count", 0),
)