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5fe9036 1c1d75c b562fdb 5fe9036 1c1d75c 5fe9036 | 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 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 | """
FastAPI server for the SRE Incident Response OpenEnv environment.
"""
import sys
import os
# Add project root to path
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from typing import Dict, List, Optional
from models import Action, Observation, State
from env.environment import IncidentResponseEnv
from tasks import SCENARIOS
app = FastAPI(
title="SRE Incident Response Environment",
description="An OpenEnv environment for training AI agents on production incident response.",
version="1.0.0",
)
env = IncidentResponseEnv()
# ββ Request/Response models ββββββββββββββββββββββββββββββββββββββββββββ
class ResetRequest(BaseModel):
task_id: str = "easy"
seed: int = 0
class ResetResponse(BaseModel):
observation: Observation
session_id: str
class StepRequest(BaseModel):
session_id: str
action: Action
class StepResponse(BaseModel):
observation: Observation
reward: float
done: bool
info: Dict
class TaskInfo(BaseModel):
task_id: str
name: str
difficulty: str
max_steps: int
description: str
# ββ OpenEnv spec endpoints βββββββββββββββββββββββββββββββββββββββββββββ
@app.get("/health")
def health():
return {"status": "healthy"}
@app.get("/metadata")
def metadata():
return {
"name": "sre-incident-response",
"description": "SRE Incident Response environment β train AI agents to diagnose and fix production incidents",
"version": "1.0.0",
}
@app.get("/schema")
def schema():
return {
"action": Action.model_json_schema(),
"observation": Observation.model_json_schema(),
"state": State.model_json_schema(),
}
@app.get("/state")
def state_no_session():
"""Return state for the most recent session, or empty state if none."""
if env.sessions:
last_sid = list(env.sessions.keys())[-1]
return env.state(last_sid)
return State()
@app.post("/mcp")
def mcp_endpoint(body: dict = {}):
"""Minimal MCP JSON-RPC endpoint for OpenEnv spec compliance."""
method = body.get("method", "")
req_id = body.get("id", 1)
if method == "initialize":
return {
"jsonrpc": "2.0",
"id": req_id,
"result": {
"protocolVersion": "2024-11-05",
"serverInfo": {"name": "sre-incident-response", "version": "1.0.0"},
"capabilities": {},
},
}
return {
"jsonrpc": "2.0",
"id": req_id,
"result": {},
}
# ββ Endpoints ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
@app.get("/")
def root():
return {
"name": "SRE Incident Response Environment",
"version": "1.0.0",
"endpoints": ["/reset", "/step", "/state/{session_id}", "/tasks", "/health", "/metadata", "/schema"],
}
@app.post("/reset", response_model=ResetResponse)
def reset(request: ResetRequest):
try:
obs, session_id = env.reset(task_id=request.task_id, seed=request.seed)
return ResetResponse(observation=obs, session_id=session_id)
except ValueError as e:
raise HTTPException(status_code=400, detail=str(e))
@app.post("/step", response_model=StepResponse)
def step(request: StepRequest):
try:
obs, reward, done, info = env.step(request.session_id, request.action)
# Ensure info is JSON-serializable
clean_info = {}
for k, v in info.items():
clean_info[k] = v
return StepResponse(observation=obs, reward=reward, done=done, info=clean_info)
except ValueError as e:
raise HTTPException(status_code=400, detail=str(e))
@app.get("/state/{session_id}", response_model=State)
def state(session_id: str):
try:
return env.state(session_id)
except ValueError as e:
raise HTTPException(status_code=404, detail=str(e))
@app.get("/tasks", response_model=List[TaskInfo])
def tasks():
result = []
for tid, scenario in SCENARIOS.items():
result.append(TaskInfo(
task_id=tid,
name=scenario.name,
difficulty=scenario.difficulty,
max_steps=scenario.max_steps,
description=scenario.incident_summary,
))
return result
# ββ OpenEnv-prefixed aliases βββββββββββββββββββββββββββββββββββββββββββ
@app.post("/openenv/reset", response_model=ResetResponse)
def openenv_reset(request: ResetRequest):
return reset(request)
@app.post("/openenv/step", response_model=StepResponse)
def openenv_step(request: StepRequest):
return step(request)
@app.get("/openenv/state/{session_id}", response_model=State)
def openenv_state(session_id: str):
return state(session_id)
@app.get("/openenv/tasks", response_model=List[TaskInfo])
def openenv_tasks():
return tasks()
# ββ Main βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
def main():
import uvicorn
port = int(os.environ.get("PORT", "8000"))
uvicorn.run(app, host="0.0.0.0", port=port)
if __name__ == "__main__":
main()
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