b2a / main.py
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"""
Gemini API 兼容中间件服务器
透明代理 - 将 HTTP 请求通过 WebSocket 转发给 WSClient 处理
版本: 1.0.0
协议: Gemini Compatible WebSocket Proxy Protocol
"""
import asyncio
import json
import time
import uuid
import logging
from dataclasses import dataclass, field
from enum import Enum
from typing import Optional, Dict, List, Any, AsyncGenerator
from contextlib import asynccontextmanager
from datetime import datetime
from fastapi import FastAPI, WebSocket, WebSocketDisconnect, HTTPException, Request, Path
from fastapi.responses import StreamingResponse, JSONResponse, HTMLResponse
from pydantic import BaseModel
import uvicorn
# ============================================================
# 日志配置
# ============================================================
class ColoredFormatter(logging.Formatter):
"""彩色日志格式化器"""
COLORS = {
'DEBUG': '\033[36m', # 青色
'INFO': '\033[32m', # 绿色
'WARNING': '\033[33m', # 黄色
'ERROR': '\033[31m', # 红色
'CRITICAL': '\033[35m', # 紫色
}
RESET = '\033[0m'
def format(self, record):
color = self.COLORS.get(record.levelname, self.RESET)
record.levelname = f"{color}{record.levelname}{self.RESET}"
record.msg = f"{color}{record.msg}{self.RESET}"
return super().format(record)
def setup_logging():
"""配置日志"""
handler = logging.StreamHandler()
handler.setFormatter(ColoredFormatter(
fmt='%(asctime)s | %(levelname)-17s | %(message)s',
datefmt='%Y-%m-%d %H:%M:%S'
))
logger = logging.getLogger("middleware")
logger.setLevel(logging.DEBUG)
logger.addHandler(handler)
return logger
log = setup_logging()
# ============================================================
# 配置
# ============================================================
class Config:
HOST = "0.0.0.0"
PORT = 8000
API_KEY = "sk-123456" # 修改为你的密钥
REQUEST_TIMEOUT = 120 # 请求超时(秒)
HEARTBEAT_INTERVAL = 30 # 心跳间隔(秒)
REGISTER_TIMEOUT = 10 # 注册超时(秒)
LOG_BODY_MAX_LENGTH = 500 # 日志中 body 最大显示长度
# ============================================================
# 协议定义
# ============================================================
class MessageType(str, Enum):
# 连接管理
REGISTER = "register"
REGISTER_ACK = "register_ack"
# 请求
REQUEST = "request"
# 响应
RESPONSE = "response"
CHUNK = "chunk"
END = "end"
ERROR = "error"
# 控制
ABORT = "abort"
PING = "ping"
PONG = "pong"
# ============================================================
# 请求上下文
# ============================================================
class RequestStatus(str, Enum):
PENDING = "pending"
STREAMING = "streaming"
COMPLETED = "completed"
ERROR = "error"
ABORTED = "aborted"
@dataclass
class RequestContext:
"""请求上下文,追踪每个请求的状态"""
id: str
created_at: float
is_stream: bool
model: str
status: RequestStatus = RequestStatus.PENDING
# 非流式请求:用 Future 等待完整响应
response_future: asyncio.Future = field(default_factory=lambda: asyncio.get_running_loop().create_future())
# 流式请求:用 Queue 传递 chunks
chunk_queue: asyncio.Queue = field(default_factory=asyncio.Queue)
# 统计
chunk_count: int = 0
def elapsed_ms(self) -> int:
"""返回请求耗时(毫秒)"""
return int((time.time() - self.created_at) * 1000)
# ============================================================
# 请求管理器
# ============================================================
class RequestManager:
"""管理所有待处理的请求"""
def __init__(self):
self.pending_requests: Dict[str, RequestContext] = {}
self._lock = asyncio.Lock()
async def create_request(self, is_stream: bool, model: str) -> RequestContext:
"""创建新的请求上下文"""
request_id = str(uuid.uuid4())
ctx = RequestContext(
id=request_id,
created_at=time.time(),
is_stream=is_stream,
model=model
)
async with self._lock:
self.pending_requests[request_id] = ctx
log.debug(f"[ReqMgr] 创建请求 | id={request_id[:8]}... | stream={is_stream} | model={model}")
return ctx
def get_request(self, request_id: str) -> Optional[RequestContext]:
return self.pending_requests.get(request_id)
async def wait_for_response(self, request_id: str, timeout: float) -> Dict:
"""等待非流式请求的完整响应"""
ctx = self.pending_requests.get(request_id)
if not ctx:
raise ValueError(f"Request {request_id} not found")
try:
log.debug(f"[ReqMgr] 等待响应 | id={request_id[:8]}... | timeout={timeout}s")
result = await asyncio.wait_for(ctx.response_future, timeout=timeout)
log.info(f"[ReqMgr] 收到响应 | id={request_id[:8]}... | elapsed={ctx.elapsed_ms()}ms")
return result
except asyncio.TimeoutError:
ctx.status = RequestStatus.ERROR
log.error(f"[ReqMgr] 请求超时 | id={request_id[:8]}... | elapsed={ctx.elapsed_ms()}ms")
raise TimeoutError(f"Request {request_id} timed out after {timeout}s")
finally:
await self._cleanup_request(request_id)
async def wait_for_stream(self, request_id: str, timeout: float) -> AsyncGenerator[Dict, None]:
"""等待流式请求的数据块"""
ctx = self.pending_requests.get(request_id)
if not ctx:
raise ValueError(f"Request {request_id} not found")
ctx.status = RequestStatus.STREAMING
log.debug(f"[ReqMgr] 开始流式接收 | id={request_id[:8]}...")
try:
while True:
try:
chunk = await asyncio.wait_for(ctx.chunk_queue.get(), timeout=timeout)
if chunk is None: # 流结束信号
log.info(f"[ReqMgr] 流结束 | id={request_id[:8]}... | chunks={ctx.chunk_count} | elapsed={ctx.elapsed_ms()}ms")
break
ctx.chunk_count += 1
yield chunk
except asyncio.TimeoutError:
ctx.status = RequestStatus.ERROR
log.error(f"[ReqMgr] 流超时 | id={request_id[:8]}... | chunks={ctx.chunk_count}")
raise TimeoutError(f"Stream {request_id} timed out")
finally:
await self._cleanup_request(request_id)
def resolve_request(self, request_id: str, response: Dict):
"""解决非流式请求"""
ctx = self.pending_requests.get(request_id)
if ctx and not ctx.response_future.done():
ctx.status = RequestStatus.COMPLETED
ctx.response_future.set_result(response)
log.debug(f"[ReqMgr] 请求已解决 | id={request_id[:8]}...")
def push_chunk(self, request_id: str, chunk: Dict):
"""推送流式数据块"""
ctx = self.pending_requests.get(request_id)
if ctx and ctx.is_stream:
ctx.chunk_queue.put_nowait(chunk)
def end_stream(self, request_id: str, final_body: Optional[Dict] = None):
"""结束流式响应"""
ctx = self.pending_requests.get(request_id)
if ctx:
ctx.status = RequestStatus.COMPLETED
if final_body:
ctx.chunk_queue.put_nowait(final_body)
ctx.chunk_queue.put_nowait(None) # 结束信号
def fail_request(self, request_id: str, error: Dict):
"""标记请求失败"""
ctx = self.pending_requests.get(request_id)
if ctx:
ctx.status = RequestStatus.ERROR
log.error(f"[ReqMgr] 请求失败 | id={request_id[:8]}... | error={error}")
if not ctx.response_future.done():
ctx.response_future.set_exception(Exception(json.dumps(error)))
if ctx.is_stream:
ctx.chunk_queue.put_nowait(None)
def abort_request(self, request_id: str):
"""中止请求"""
ctx = self.pending_requests.get(request_id)
if ctx:
ctx.status = RequestStatus.ABORTED
log.warning(f"[ReqMgr] 请求中止 | id={request_id[:8]}...")
if not ctx.response_future.done():
ctx.response_future.set_exception(Exception("Request aborted"))
if ctx.is_stream:
ctx.chunk_queue.put_nowait(None)
async def fail_all_requests(self, error_message: str):
"""使所有待处理请求失败"""
async with self._lock:
count = len(self.pending_requests)
if count > 0:
log.warning(f"[ReqMgr] 批量失败 | count={count} | reason={error_message}")
for request_id in list(self.pending_requests.keys()):
self.fail_request(request_id, {
"error": {
"code": 503,
"message": error_message,
"status": "UNAVAILABLE"
}
})
async def _cleanup_request(self, request_id: str):
"""清理已完成的请求"""
async with self._lock:
self.pending_requests.pop(request_id, None)
@property
def pending_count(self) -> int:
return len(self.pending_requests)
# ============================================================
# WebSocket 管理器
# ============================================================
class WebSocketManager:
"""管理 WSClient 连接"""
def __init__(self):
self.active_connection: Optional[WebSocket] = None
self.client_id: Optional[str] = None
self.client_version: Optional[str] = None
self.models: List[str] = []
self.max_concurrent: int = 1
self.connected_at: Optional[float] = None
self._lock = asyncio.Lock()
self._heartbeat_task: Optional[asyncio.Task] = None
async def register(self, websocket: WebSocket, payload: Dict):
"""注册 WSClient 连接"""
async with self._lock:
# 关闭旧连接
if self.active_connection and self.active_connection != websocket:
log.warning("[WSMgr] 关闭旧连接...")
try:
await self.active_connection.close()
except:
pass
self.active_connection = websocket
self.client_id = payload.get("clientId", "unknown")
self.client_version = payload.get("clientVersion", "unknown")
self.models = payload.get("models", [])
self.max_concurrent = payload.get("maxConcurrent", 1)
self.connected_at = time.time()
# 发送注册确认
ack_message = {
"id": str(uuid.uuid4()),
"type": MessageType.REGISTER_ACK.value,
"timestamp": int(time.time() * 1000),
"payload": {
"success": True,
"serverId": "gemini-middleware-001",
"config": {
"heartbeatInterval": Config.HEARTBEAT_INTERVAL * 1000,
"requestTimeout": Config.REQUEST_TIMEOUT * 1000
}
}
}
await websocket.send_json(ack_message)
log.info(f"[WSMgr] ✅ WSClient 已注册")
log.info(f"[WSMgr] ├─ clientId: {self.client_id}")
log.info(f"[WSMgr] ├─ version: {self.client_version}")
log.info(f"[WSMgr] ├─ models: {self.models}")
log.info(f"[WSMgr] └─ maxConcurrent: {self.max_concurrent}")
# 启动心跳
if self._heartbeat_task:
self._heartbeat_task.cancel()
self._heartbeat_task = asyncio.create_task(self._heartbeat_loop())
async def unregister(self, websocket: WebSocket):
"""注销连接"""
async with self._lock:
if self.active_connection == websocket:
uptime = int(time.time() - self.connected_at) if self.connected_at else 0
log.warning(f"[WSMgr] ❌ WSClient 已断开 | uptime={uptime}s")
self.active_connection = None
self.client_id = None
self.models = []
self.connected_at = None
if self._heartbeat_task:
self._heartbeat_task.cancel()
self._heartbeat_task = None
def is_available(self) -> bool:
return self.active_connection is not None
async def send_message(self, message: Dict):
"""发送消息到 WSClient"""
if self.active_connection:
await self.active_connection.send_json(message)
log.debug(f"[WSMgr] 发送消息 | type={message.get('type')} | id={message.get('id', '')[:8]}...")
async def send_request(self, request_id: str, is_stream: bool, body: Dict):
"""发送请求到 WSClient"""
message = {
"id": request_id,
"type": MessageType.REQUEST.value,
"timestamp": int(time.time() * 1000),
"stream": is_stream,
"body": body
}
await self.send_message(message)
body_preview = self._truncate_body(body)
log.info(f"[WSMgr] 📤 发送请求 | id={request_id[:8]}... | stream={is_stream}")
log.debug(f"[WSMgr] └─ body: {body_preview}")
async def send_abort(self, request_id: str, reason: str = "client_disconnected"):
"""发送取消请求"""
message = {
"id": request_id,
"type": MessageType.ABORT.value,
"timestamp": int(time.time() * 1000),
"reason": reason
}
await self.send_message(message)
log.warning(f"[WSMgr] 🚫 发送取消 | id={request_id[:8]}... | reason={reason}")
async def _heartbeat_loop(self):
"""心跳循环"""
while True:
try:
await asyncio.sleep(Config.HEARTBEAT_INTERVAL)
if self.active_connection:
ping_id = str(uuid.uuid4())
await self.send_message({
"id": ping_id,
"type": MessageType.PING.value,
"timestamp": int(time.time() * 1000)
})
log.debug(f"[WSMgr] 💓 发送心跳 | id={ping_id[:8]}...")
except asyncio.CancelledError:
break
except Exception as e:
log.error(f"[WSMgr] 心跳错误: {e}")
def _truncate_body(self, body: Dict) -> str:
"""截断 body 用于日志显示"""
s = json.dumps(body, ensure_ascii=False)
if len(s) > Config.LOG_BODY_MAX_LENGTH:
return s[:Config.LOG_BODY_MAX_LENGTH] + "..."
return s
def get_status(self) -> Dict:
"""获取连接状态"""
return {
"connected": self.is_available(),
"clientId": self.client_id,
"clientVersion": self.client_version,
"models": self.models,
"maxConcurrent": self.max_concurrent,
"uptime": int(time.time() - self.connected_at) if self.connected_at else 0
}
# ============================================================
# 全局实例
# ============================================================
request_manager = RequestManager()
ws_manager = WebSocketManager()
# ============================================================
# FastAPI 应用
# ============================================================
@asynccontextmanager
async def lifespan(app: FastAPI):
log.info("=" * 60)
log.info(" Gemini API 兼容中间件")
log.info("=" * 60)
log.info(f" HTTP 端点: http://{Config.HOST}:{Config.PORT}")
log.info(f" WebSocket: ws://{Config.HOST}:{Config.PORT}/ws")
log.info(f" API 文档: http://{Config.HOST}:{Config.PORT}/docs")
log.info("=" * 60)
yield
log.info("[Server] 服务关闭")
app = FastAPI(
title="Gemini API Compatible Middleware",
description="透明代理 - 将 Gemini API 请求通过 WebSocket 转发给 WSClient",
version="1.0.0",
lifespan=lifespan
)
# ============================================================
# API Key 校验 - 支持多种传递方式
# ============================================================
def extract_api_key(request: Request) -> Optional[str]:
"""
从多个位置提取 API Key,按优先级:
1. Header: x-goog-api-key
2. Header: Authorization: Bearer <key>
3. Query: ?key=<key>
"""
# 方式1: x-goog-api-key header
api_key = request.headers.get("x-goog-api-key")
if api_key:
log.debug(f"[Auth] 从 x-goog-api-key header 获取 key")
return api_key
# 方式2: Authorization header (Bearer token)
auth_header = request.headers.get("authorization", "")
if auth_header.lower().startswith("bearer "):
api_key = auth_header[7:].strip()
log.debug(f"[Auth] 从 Authorization header 获取 key")
return api_key
# 方式3: Query parameter
api_key = request.query_params.get("key")
if api_key:
log.debug(f"[Auth] 从 query parameter 获取 key")
return api_key
return None
def verify_api_key(request: Request):
"""从请求中校验 API Key"""
api_key = extract_api_key(request)
# 调试日志
log.debug(f"[Auth] 提取到的 Key: {api_key[:10] + '...' if api_key else 'None'}")
if api_key != Config.API_KEY:
log.warning(f"[Auth] ⛔ 认证失败 | key={api_key[:10] + '...' if api_key else 'None'}")
raise HTTPException(
status_code=401,
detail={
"error": {
"code": 401,
"message": "Invalid API key. Provide via 'x-goog-api-key' header, 'Authorization: Bearer <key>' header, or '?key=<key>' query parameter.",
"status": "UNAUTHENTICATED"
}
}
)
log.debug("[Auth] ✓ API Key 验证通过")
# ============================================================
# HTTP 路由 - Gemini API 兼容
# ============================================================
@app.get("/")
async def root():
"""根路径 - 服务信息"""
return {
"service": "Gemini API Compatible Middleware",
"version": "1.0.0",
"status": "running",
"wsClientConnected": ws_manager.is_available(),
"endpoints": {
"models": "/v1beta/models",
"generateContent": "/v1beta/models/{model}:generateContent",
"streamGenerateContent": "/v1beta/models/{model}:streamGenerateContent",
"health": "/health",
"websocket": "/ws"
}
}
@app.get("/health")
async def health_check():
"""健康检查"""
status = ws_manager.get_status()
return {
"status": "ok" if status["connected"] else "degraded",
"timestamp": datetime.now().isoformat(),
"wsClient": status,
"pendingRequests": request_manager.pending_count
}
@app.get("/v1beta/models")
async def list_models(request: Request):
"""列出可用模型"""
verify_api_key(request)
log.info("[API] GET /v1beta/models")
if not ws_manager.is_available():
log.warning("[API] WSClient 未连接,返回空模型列表")
return {"models": []}
models = [
{
"name": f"models/{model}",
"displayName": model,
"supportedGenerationMethods": ["generateContent", "streamGenerateContent"]
}
for model in ws_manager.models
]
log.info(f"[API] 返回 {len(models)} 个模型")
return {"models": models}
@app.get("/v1beta/models/{model}")
async def get_model(
request: Request,
model: str = Path(..., description="模型名称")
):
"""获取模型信息"""
verify_api_key(request)
log.info(f"[API] GET /v1beta/models/{model}")
# 移除可能的 "models/" 前缀
model_name = model.replace("models/", "")
if not ws_manager.is_available():
raise HTTPException(status_code=503, detail={
"error": {"code": 503, "message": "Service unavailable", "status": "UNAVAILABLE"}
})
if model_name not in ws_manager.models:
raise HTTPException(status_code=404, detail={
"error": {"code": 404, "message": f"Model '{model}' not found", "status": "NOT_FOUND"}
})
return {
"name": f"models/{model_name}",
"displayName": model_name,
"supportedGenerationMethods": ["generateContent", "streamGenerateContent"]
}
@app.post("/v1beta/models/{model}:generateContent")
async def generate_content(
request: Request,
model: str = Path(..., description="模型名称")
):
"""生成内容 - 非流式"""
verify_api_key(request)
model_name = model.replace("models/", "")
log.info(f"[API] POST /v1beta/models/{model_name}:generateContent")
# 检查 WSClient 是否可用
if not ws_manager.is_available():
log.error("[API] WSClient 未连接")
raise HTTPException(status_code=503, detail={
"error": {"code": 503, "message": "WSClient not connected", "status": "UNAVAILABLE"}
})
# 读取请求体(透传)
body = await request.json()
log.debug(f"[API] 请求体: {ws_manager._truncate_body(body)}")
# 创建请求上下文
ctx = await request_manager.create_request(is_stream=False, model=model_name)
try:
# 发送请求到 WSClient
await ws_manager.send_request(ctx.id, is_stream=False, body=body)
# 等待响应
response_body = await request_manager.wait_for_response(ctx.id, Config.REQUEST_TIMEOUT)
log.info(f"[API] ✅ 请求完成 | id={ctx.id[:8]}... | elapsed={ctx.elapsed_ms()}ms")
return JSONResponse(content=response_body)
except TimeoutError:
log.error(f"[API] ⏱️ 请求超时 | id={ctx.id[:8]}...")
raise HTTPException(status_code=504, detail={
"error": {"code": 504, "message": "Request timeout", "status": "DEADLINE_EXCEEDED"}
})
except Exception as e:
log.error(f"[API] ❌ 请求失败 | id={ctx.id[:8]}... | error={e}")
# 尝试解析错误 JSON
try:
error_detail = json.loads(str(e))
except:
error_detail = {"error": {"code": 500, "message": str(e), "status": "INTERNAL"}}
raise HTTPException(status_code=500, detail=error_detail)
@app.post("/v1beta/models/{model}:streamGenerateContent")
async def stream_generate_content(
request: Request,
model: str = Path(..., description="模型名称")
):
"""生成内容 - 流式"""
verify_api_key(request)
model_name = model.replace("models/", "")
log.info(f"[API] POST /v1beta/models/{model_name}:streamGenerateContent")
# 检查 WSClient 是否可用
if not ws_manager.is_available():
log.error("[API] WSClient 未连接")
raise HTTPException(status_code=503, detail={
"error": {"code": 503, "message": "WSClient not connected", "status": "UNAVAILABLE"}
})
# 读取请求体(透传)
body = await request.json()
log.debug(f"[API] 请求体: {ws_manager._truncate_body(body)}")
# 创建请求上下文
ctx = await request_manager.create_request(is_stream=True, model=model_name)
# 发送请求到 WSClient
await ws_manager.send_request(ctx.id, is_stream=True, body=body)
# 返回流式响应
return StreamingResponse(
stream_generator(ctx.id, request),
media_type="text/event-stream",
headers={
"Cache-Control": "no-cache",
"Connection": "keep-alive",
"X-Accel-Buffering": "no"
}
)
async def stream_generator(request_id: str, http_request: Request) -> AsyncGenerator[str, None]:
"""生成 SSE 流式响应"""
ctx = request_manager.get_request(request_id)
try:
async for chunk_body in request_manager.wait_for_stream(request_id, Config.REQUEST_TIMEOUT):
# 检查客户端是否断开
if await http_request.is_disconnected():
log.warning(f"[Stream] 客户端断开 | id={request_id[:8]}...")
await ws_manager.send_abort(request_id, "client_disconnected")
request_manager.abort_request(request_id)
break
# 输出 SSE 格式(透传 body)
yield f"data: {json.dumps(chunk_body)}\n\n"
log.info(f"[Stream] ✅ 流完成 | id={request_id[:8]}...")
except TimeoutError:
log.error(f"[Stream] ⏱️ 流超时 | id={request_id[:8]}...")
error_body = {"error": {"code": 504, "message": "Stream timeout", "status": "DEADLINE_EXCEEDED"}}
yield f"data: {json.dumps(error_body)}\n\n"
except Exception as e:
log.error(f"[Stream] ❌ 流错误 | id={request_id[:8]}... | error={e}")
error_body = {"error": {"code": 500, "message": str(e), "status": "INTERNAL"}}
yield f"data: {json.dumps(error_body)}\n\n"
# ============================================================
# WebSocket 端点
# ============================================================
@app.websocket("/ws")
async def websocket_endpoint(websocket: WebSocket):
"""WSClient WebSocket 连接端点"""
await websocket.accept()
client_ip = websocket.client.host if websocket.client else "unknown"
log.info(f"[WS] 🔌 新连接 | ip={client_ip}")
log.info(f"[WS] └─ 等待 REGISTER 消息 (timeout={Config.REGISTER_TIMEOUT}s)...")
try:
while True:
data = await websocket.receive_json()
await handle_ws_message(websocket, data)
except WebSocketDisconnect:
log.warning(f"[WS] 连接断开 | ip={client_ip}")
except Exception as e:
log.error(f"[WS] 连接错误 | ip={client_ip} | error={e}")
finally:
await ws_manager.unregister(websocket)
await request_manager.fail_all_requests("WSClient disconnected")
async def handle_ws_message(websocket: WebSocket, data: Dict):
"""处理 WSClient 消息"""
msg_type = data.get("type", "")
msg_id = data.get("id", "")
timestamp = data.get("timestamp", 0)
# 简短日志
log.debug(f"[WS] 📩 收到消息 | type={msg_type} | id={msg_id[:8] if msg_id else 'N/A'}...")
# 根据消息类型处理
if msg_type == MessageType.REGISTER.value or msg_type == "register":
payload = data.get("payload", {})
await ws_manager.register(websocket, payload)
elif msg_type == MessageType.RESPONSE.value or msg_type == "response":
body = data.get("body", {})
log.info(f"[WS] 📥 收到响应 | id={msg_id[:8]}...")
log.debug(f"[WS] └─ body: {ws_manager._truncate_body(body)}")
request_manager.resolve_request(msg_id, body)
elif msg_type == MessageType.CHUNK.value or msg_type == "chunk":
body = data.get("body", {})
index = data.get("index", 0)
log.debug(f"[WS] 📦 收到数据块 | id={msg_id[:8]}... | index={index}")
request_manager.push_chunk(msg_id, body)
elif msg_type == MessageType.END.value or msg_type == "end":
body = data.get("body")
log.info(f"[WS] 🏁 流结束 | id={msg_id[:8]}...")
request_manager.end_stream(msg_id, body)
elif msg_type == MessageType.ERROR.value or msg_type == "error":
body = data.get("body", {})
log.error(f"[WS] ⚠️ 收到错误 | id={msg_id[:8]}... | body={body}")
request_manager.fail_request(msg_id, body)
elif msg_type == MessageType.PONG.value or msg_type == "pong":
log.debug(f"[WS] 💓 收到心跳响应 | id={msg_id[:8]}...")
else:
log.warning(f"[WS] ❓ 未知消息类型 | type={msg_type}")
# ============================================================
# 启动
# ============================================================
if __name__ == "__main__":
uvicorn.run(
"main:app",
host=Config.HOST,
port=Config.PORT,
reload=True,
log_level="warning" # 使用我们自己的日志
)