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from dataclasses import dataclass
import os
from typing import Any
from fastapi import FastAPI
from fastapi import HTTPException
from pydantic import BaseModel, Field
import uvicorn
from env.environment import CICDDebuggerEnvironment, MAX_STEPS
from env.models import Action, Observation, Reward
app = FastAPI(title="CI/CD Debugger OpenEnv Server")
class ResetRequest(BaseModel):
task_id: str | None = None
difficulty: str | None = None
max_steps: int = Field(default=MAX_STEPS, ge=1, le=100)
class StepRequest(BaseModel):
action: Action | str | dict[str, Any]
class StepResponse(BaseModel):
task_id: str
step_count: int
reward: float
reward_model: Reward
done: bool
observation: Observation
last_action: str | None = None
info: dict[str, Any] = Field(default_factory=dict)
class StateResponse(BaseModel):
initialized: bool
task_id: str | None = None
step_count: int = 0
done: bool = False
last_action: str | None = None
observation: Observation | None = None
internal_state: dict[str, Any] = Field(default_factory=dict)
@dataclass
class RuntimeSession:
env: CICDDebuggerEnvironment
task_id: str
step_count: int = 0
done: bool = False
last_action: str | None = None
last_reward: float = 0.0
last_observation: dict[str, Any] | None = None
last_info: dict[str, Any] | None = None
runtime_session: RuntimeSession | None = None
def _as_observation_model(observation: dict[str, Any] | Observation) -> Observation:
if isinstance(observation, Observation):
return observation
return Observation.model_validate(observation)
def _build_step_response(session: RuntimeSession) -> StepResponse:
observation = session.last_observation or {}
info_payload = session.last_info or {}
reward_payload = info_payload.get("reward_model")
if isinstance(reward_payload, dict):
reward_model = Reward.model_validate(reward_payload)
else:
reward_model = Reward(value=float(session.last_reward), components={"total": float(session.last_reward)})
return StepResponse(
task_id=session.task_id,
step_count=int(observation.get("step_count") or session.step_count),
reward=float(session.last_reward),
reward_model=reward_model,
done=bool(session.done),
observation=_as_observation_model(observation),
last_action=session.last_action,
info=info_payload,
)
@app.get("/")
def read_root() -> dict[str, str]:
return {"status": "ok", "message": "CI/CD Debugger OpenEnv Server is running"}
@app.get("/health")
def health() -> dict[str, str]:
return {"status": "ok"}
@app.post("/reset", response_model=StepResponse)
async def reset(payload: ResetRequest | None = None) -> StepResponse:
global runtime_session
request = payload or ResetRequest()
env = CICDDebuggerEnvironment(max_steps=int(request.max_steps))
observation = await env.reset(task_id=request.task_id, difficulty=request.difficulty)
runtime_session = RuntimeSession(
env=env,
task_id=str(observation.get("task_id", request.task_id or "cicd-debugger-task")),
step_count=0,
done=False,
last_action=None,
last_reward=0.0,
last_observation=observation,
last_info={
"message": "environment reset",
"tool": "reset",
"error": None,
"reward_model": Reward(value=0.0, components={"total": 0.0}).model_dump(),
},
)
return _build_step_response(runtime_session)
@app.post("/step", response_model=StepResponse)
async def step(payload: StepRequest) -> StepResponse:
global runtime_session
if runtime_session is None:
raise HTTPException(status_code=400, detail="Environment not initialized. Call /reset first.")
if runtime_session.done:
return _build_step_response(runtime_session)
observation, reward, done, info = await runtime_session.env.step(payload.action)
runtime_session.step_count = int(observation.get("step_count", runtime_session.step_count + 1))
runtime_session.done = bool(done)
runtime_session.last_action = payload.action if isinstance(payload.action, str) else str(payload.action)
runtime_session.last_reward = float(reward)
runtime_session.last_observation = observation
runtime_session.last_info = dict(info or {})
return _build_step_response(runtime_session)
@app.get("/state", response_model=StateResponse)
async def state() -> StateResponse:
if runtime_session is None:
return StateResponse(initialized=False)
observation = None
if runtime_session.last_observation is not None:
observation = _as_observation_model(runtime_session.last_observation)
return StateResponse(
initialized=True,
task_id=runtime_session.task_id,
step_count=runtime_session.step_count,
done=runtime_session.done,
last_action=runtime_session.last_action,
observation=observation,
internal_state=runtime_session.env.state(),
)
@app.post("/state", response_model=StateResponse)
async def state_post() -> StateResponse:
return await state()
def main() -> None:
port = int(os.getenv("PORT", "7860"))
uvicorn.run(app, host="0.0.0.0", port=port)
if __name__ == "__main__":
main()
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