ds2api-browser / main.py
nacho
fix: retry different accounts on browser failure (instead of 503)
8651ef6
import asyncio
import collections
import json
import logging
import logging.handlers
import os
import re
import time
import uuid
from pathlib import Path
from typing import Optional, Union
LOG_FORMAT = "%(asctime)s [%(levelname)s] %(name)s: %(message)s"
LOG_BUFFER_SIZE = 500
class MemoryLogHandler(logging.Handler):
"""Ring buffer handler that keeps recent log records in memory."""
def __init__(self, capacity=LOG_BUFFER_SIZE):
super().__init__()
self.buffer = collections.deque(maxlen=capacity)
def emit(self, record):
self.buffer.append(self.format(record))
def get_logs(self, n=100):
return list(self.buffer)[-n:]
def clear(self):
self.buffer.clear()
_mem_handler = MemoryLogHandler(LOG_BUFFER_SIZE)
_mem_handler.setFormatter(logging.Formatter(LOG_FORMAT))
logging.basicConfig(
level=logging.INFO,
format=LOG_FORMAT,
)
logging.getLogger().addHandler(_mem_handler)
logger = logging.getLogger(__name__)
_file_handler: logging.Handler | None = None
from dotenv import load_dotenv
# 自动加载项目目录下的 .env
load_dotenv(Path(__file__).parent / ".env")
from fastapi import FastAPI, HTTPException, Header, Request
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import StreamingResponse, RedirectResponse
from fastapi.staticfiles import StaticFiles
from pydantic import BaseModel
from account_manager import AccountManager
from config import Config, load_config
app = FastAPI(title="DS2API Browser")
# 挂载静态文件
app.mount("/static", StaticFiles(directory=Path(__file__).parent / "static"), name="static")
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
config: Config = load_config()
manager = AccountManager(
max_active_browsers=int(os.getenv("DS2API_MAX_ACTIVE_BROWSERS", "101")),
)
class ContentBlock(BaseModel):
type: str = "text"
text: str = ""
class Message(BaseModel):
role: str
content: Union[str, list[ContentBlock]]
class ChatCompletionRequest(BaseModel):
model: str
messages: list[Message]
stream: bool = False
temperature: Optional[float] = None
max_tokens: Optional[int] = None
tools: Optional[list[dict]] = None
def _get_message_text(msg: Message) -> str:
"""Extract plain text from a message, handling both string and array content."""
c = msg.content
if isinstance(c, str):
return c
return "".join(b.text for b in c if b.text and b.type == "text")
async def _acquire_browser():
"""Acquire an account and get its browser, retrying different accounts on failure."""
last_error = ""
for _ in range(5):
account = await manager.acquire()
try:
browser = await manager.get_or_create_browser_with_retry(
account, headless=config.browser.headless
)
return account, browser
except Exception as e:
last_error = str(e)
await manager.release(account)
raise RuntimeError(f"All accounts failed: {last_error}")
def verify_api_key(authorization: Optional[str] = Header(None)) -> str:
if not authorization:
raise HTTPException(status_code=401, detail="Missing API key")
token = authorization.replace("Bearer ", "").strip()
if token not in config.api_keys:
raise HTTPException(status_code=401, detail="Invalid API key")
return token
async def _stream_chat_response(
browser, prompt, model, has_tools, manager, account,
):
chunk_id = f"chatcmpl-{uuid.uuid4().hex[:8]}"
q = asyncio.Queue()
async def _producer():
try:
is_tool_call = False
not_tool_call = False
content_buffer = ""
async for chunk_data in browser.stream_message(prompt, timeout=120, model=model):
chunk_type = chunk_data.get("type", "content")
chunk_text = chunk_data.get("chunk", "")
if chunk_type == "thinking":
delta = {"reasoning_content": chunk_text}
else:
if has_tools and not is_tool_call and not not_tool_call:
content_buffer += chunk_text
if len(content_buffer) < 12:
if not "<tool_call>".startswith(content_buffer):
not_tool_call = True
delta = {"content": content_buffer}
else:
continue
else:
if content_buffer.startswith("<tool_call>"):
is_tool_call = True
continue
else:
not_tool_call = True
delta = {"content": content_buffer}
elif has_tools and is_tool_call:
content_buffer += chunk_text
continue
else:
delta = {"content": chunk_text}
data = {
"id": chunk_id, "object": "chat.completion.chunk",
"created": int(time.time()), "model": model,
"choices": [{"index": 0, "delta": delta, "finish_reason": None}],
}
await q.put(f"data: {json.dumps(data)}\n\n")
if is_tool_call:
m = re.search(r'<tool_call>(.*?)</tool_call>', content_buffer, re.DOTALL)
if m:
try:
tcall = json.loads(m.group(1))
delta = {
"tool_calls": [{
"index": 0,
"id": f"call_{uuid.uuid4().hex[:8]}",
"type": "function",
"function": {
"name": tcall.get("name", ""),
"arguments": json.dumps(tcall.get("arguments", {}))
}
}]
}
data = {
"id": chunk_id, "object": "chat.completion.chunk",
"created": int(time.time()), "model": model,
"choices": [{"index": 0, "delta": delta, "finish_reason": "tool_calls"}]
}
await q.put(f"data: {json.dumps(data)}\n\n")
except Exception as e:
logger.error("Failed to parse tool call: %s", e)
await q.put(f"data: {json.dumps({'id': chunk_id, 'object': 'chat.completion.chunk', 'created': int(time.time()), 'model': model, 'choices': [{'index': 0, 'delta': {}, 'finish_reason': 'stop'}]})}\n\n")
await q.put("data: [DONE]\n\n")
except Exception as e:
await q.put(f"data: {json.dumps({'error': {'message': str(e)}})}\n\n")
finally:
await q.put(None)
await manager.release(account)
async def _keepalive():
while True:
await asyncio.sleep(5)
try:
q.put_nowait(": keepalive\n\n")
except asyncio.QueueFull:
pass
pt = asyncio.create_task(_producer())
kt = asyncio.create_task(_keepalive())
try:
while True:
item = await q.get()
if item is None:
break
yield item
finally:
kt.cancel()
pt.cancel()
@app.get("/v1/models")
async def list_models(authorization: str = Header(...)):
verify_api_key(authorization)
return {
"data": [
{"id": "deepseek-v4-flash", "object": "model", "created": int(time.time()), "owned_by": "deepseek"},
{"id": "deepseek-v4-pro", "object": "model", "created": int(time.time()), "owned_by": "deepseek"},
],
"object": "list",
}
@app.get("/v1/models/{model_id}")
async def get_model(model_id: str, authorization: str = Header(...)):
verify_api_key(authorization)
models = {
"deepseek-v4-flash": {"id": "deepseek-v4-flash", "object": "model", "created": int(time.time()), "owned_by": "deepseek"},
"deepseek-v4-pro": {"id": "deepseek-v4-pro", "object": "model", "created": int(time.time()), "owned_by": "deepseek"},
}
if model_id in models:
return models[model_id]
raise HTTPException(status_code=404, detail="Model not found")
@app.post("/v1/chat/completions")
async def chat_completions(
request: ChatCompletionRequest,
authorization: str = Header(...),
):
verify_api_key(authorization)
if not request.messages:
raise HTTPException(status_code=400, detail="No messages provided")
prompt = _get_message_text(request.messages[-1])
if request.tools:
tool_desc = json.dumps(request.tools, ensure_ascii=False)
prompt += f"\n\n[SYSTEM INSTRUCTION: You have access to the following tools:\n{tool_desc}\nIf you must use a tool to fulfill the request, output ONLY a JSON block wrapped in <tool_call>...</tool_call> tags, like:\n<tool_call>{{\"name\": \"tool_name\", \"arguments\": {{\"arg1\": \"value\"}} }}</tool_call>\nDo NOT output any other text if you are calling a tool.]"
model = request.model
account, browser = await _acquire_browser()
try:
if request.stream:
return StreamingResponse(
_stream_chat_response(
browser=browser,
prompt=prompt,
model=model,
has_tools=bool(request.tools),
manager=manager,
account=account,
),
media_type="text/event-stream",
)
response_data = await browser.send_message(prompt, timeout=120, model=model)
await manager.release(account)
# Token counts are estimated by word splitting; not exact tokenization
content = response_data.get("content", "")
reasoning_content = response_data.get("reasoning_content", "")
prompt_tokens = len(prompt.split())
completion_tokens = len(content.split()) + len(reasoning_content.split())
message_data = {"role": "assistant", "content": content}
if reasoning_content:
message_data["reasoning_content"] = reasoning_content
finish_reason = "stop"
if request.tools and "<tool_call>" in content:
m = re.search(r'<tool_call>(.*?)</tool_call>', content, re.DOTALL)
if m:
try:
tcall = json.loads(m.group(1))
message_data["content"] = None
message_data["tool_calls"] = [
{
"id": f"call_{uuid.uuid4().hex[:8]}",
"type": "function",
"function": {
"name": tcall.get("name", ""),
"arguments": json.dumps(tcall.get("arguments", {}))
}
}
]
finish_reason = "tool_calls"
except Exception as e:
logger.error("Failed to parse non-stream tool call: %s", e)
return {
"id": f"chatcmpl-{uuid.uuid4().hex[:8]}",
"object": "chat.completion",
"created": int(time.time()),
"model": request.model,
"choices": [
{
"index": 0,
"message": message_data,
"finish_reason": finish_reason,
}
],
"usage": {
"prompt_tokens": prompt_tokens,
"completion_tokens": completion_tokens,
"total_tokens": prompt_tokens + completion_tokens,
},
}
except Exception as e:
if account.browser is not None:
await manager.mark_error(account, str(e))
logger.error("Chat completion error for model=%s: %s", request.model, e)
raise HTTPException(status_code=503, detail=str(e))
@app.get("/healthz")
async def healthz():
return {"status": "ok"}
@app.get("/readyz")
async def readyz():
stats = manager.get_stats()
return {
"status": "ok",
"accounts": {
"total": stats["total"],
"in_use": stats["in_use"],
"available": stats["available"],
"logged_in": stats["logged_in"],
"muted": stats["muted"],
"queue_size": stats["queue_size"],
},
}
@app.get("/admin/stats")
async def admin_stats(admin_key: str = Header(...)):
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
return manager.get_stats()
@app.post("/admin/accounts/import")
async def import_accounts(request: Request, admin_key: str = Header(...)):
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
body = await request.json()
accounts = body.get("accounts", [])
if not accounts:
raise HTTPException(status_code=400, detail="No accounts provided")
imported = 0
new_accounts = []
for acc in accounts:
email = acc.get("email")
password = acc.get("password")
name = acc.get("name", "")
proxy = acc.get("proxy")
if email and password:
if email not in manager.accounts:
manager.add_account(email, password, name, proxy)
new_accounts.append(manager.accounts[email])
imported += 1
# 持久化到 settings.json
if imported > 0:
saved = _load_settings()
saved_accounts = saved.get("accounts", [])
acc_map = {a.get("email"): a for a in saved_accounts if a.get("email")}
for acc in accounts:
e = acc.get("email")
if e and acc.get("password"):
acc_map[e] = acc
saved["accounts"] = list(acc_map.values())
_save_settings(saved)
# 异步触发新导入账号的并行预登录
if new_accounts:
asyncio.create_task(_prelogin_loop(sem_size=8, max_rounds=3))
return {"success": True, "imported": imported, "total": len(manager.accounts)}
@app.get("/admin/accounts")
async def list_accounts(admin_key: str = Header(...)):
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
accounts = []
for email, acc in manager.accounts.items():
accounts.append({
"email": email,
"name": acc.name,
"in_use": acc.in_use,
"logged_in": acc.logged_in,
"is_muted": acc.is_muted,
"muted_until": acc.muted_until,
"error_count": acc.error_count,
})
return {"accounts": accounts, "total": len(accounts)}
@app.post("/admin/accounts/login")
async def login_account(request: Request, admin_key: str = Header(...)):
"""Manually trigger a login or reconnect for a specific account."""
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
body = await request.json()
email = body.get("email")
if not email or email not in manager.accounts:
raise HTTPException(status_code=404, detail="Account not found")
account = manager.accounts[email]
async def _do_login():
try:
logger.info("Manual login triggered for %s...", email)
if account.browser:
try:
await account.browser.close()
except Exception:
pass
account.browser = None
account.logged_in = False
await manager.get_or_create_browser_with_retry(
account, headless=config.browser.headless
)
logger.info("Manual login OK: %s", email)
except Exception as e:
logger.error("Manual login FAILED for %s: %s", email, e)
asyncio.create_task(_do_login())
return {"ok": True, "message": "Login task started"}
@app.get("/admin/accounts/{email:path}")
async def get_account_detail(email: str, admin_key: str = Header(...)):
"""Get detailed info for a single account, including related screenshots."""
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
if email not in manager.accounts:
raise HTTPException(status_code=404, detail="Account not found")
a = manager.accounts[email]
detail = {
"email": a.email, "name": a.name, "proxy": a.proxy,
"in_use": a.in_use, "logged_in": a.logged_in,
"is_muted": a.is_muted, "muted_until": a.muted_until,
"error_count": a.error_count, "last_error": a.last_error,
"last_used": a.last_used,
}
safe = email.replace("@", "_at_").replace("+", "_plus_")
screenshots = []
if SCREENSHOT_DIR.exists():
for f in sorted(SCREENSHOT_DIR.glob(f"*{safe}*.png"), key=lambda p: p.stat().st_mtime, reverse=True):
txt = f.with_suffix(".txt")
err = ""
if txt.exists():
try:
err = txt.read_text(encoding="utf-8").strip()
except Exception:
pass
screenshots.append({
"name": f.name, "url": f"/static/screenshots/{f.name}",
"size_kb": round(f.stat().st_size / 1024, 1),
"time": time.strftime("%m-%d %H:%M", time.localtime(f.stat().st_mtime)),
"error": err,
})
detail["screenshots"] = screenshots
return detail
@app.post("/admin/verify")
async def admin_verify(request: Request):
"""Verify admin key for panel login."""
body = await request.json()
key = body.get("key", "")
if key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
return {"ok": True}
@app.post("/admin/chat")
async def admin_chat(request: Request, admin_key: str = Header(...)):
"""Chat endpoint for panel testing — uses admin key auth, no API key needed."""
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
body = await request.json()
req = ChatCompletionRequest(**body)
if not req.messages:
raise HTTPException(status_code=400, detail="No messages provided")
prompt = _get_message_text(req.messages[-1])
if req.tools:
tool_desc = json.dumps(req.tools, ensure_ascii=False)
prompt += f"\n\n[SYSTEM INSTRUCTION: You have access to the following tools:\n{tool_desc}\nIf you must use a tool to fulfill the request, output ONLY a JSON block wrapped in <tool_call>...</tool_call> tags, like:\n<tool_call>{{\"name\": \"tool_name\", \"arguments\": {{\"arg1\": \"value\"}} }}</tool_call>\nDo NOT output any other text if you are calling a tool.]"
model = req.model
account, browser = await _acquire_browser()
try:
if req.stream:
return StreamingResponse(
_stream_chat_response(
browser=browser,
prompt=prompt,
model=model,
has_tools=bool(req.tools),
manager=manager,
account=account,
),
media_type="text/event-stream",
)
response_data = await browser.send_message(prompt, timeout=120, model=model)
await manager.release(account)
content = response_data.get("content", "")
reasoning_content = response_data.get("reasoning_content", "")
prompt_tokens = len(prompt.split())
completion_tokens = len(content.split()) + len(reasoning_content.split())
message_data = {"role": "assistant", "content": content}
if reasoning_content:
message_data["reasoning_content"] = reasoning_content
finish_reason = "stop"
if req.tools and "<tool_call>" in content:
m = re.search(r'<tool_call>(.*?)</tool_call>', content, re.DOTALL)
if m:
try:
tcall = json.loads(m.group(1))
message_data["content"] = None
message_data["tool_calls"] = [
{
"id": f"call_{uuid.uuid4().hex[:8]}",
"type": "function",
"function": {
"name": tcall.get("name", ""),
"arguments": json.dumps(tcall.get("arguments", {}))
}
}
]
finish_reason = "tool_calls"
except Exception as e:
logger.error("Failed to parse admin non-stream tool call: %s", e)
return {
"id": f"chatcmpl-{uuid.uuid4().hex[:8]}",
"object": "chat.completion",
"created": int(time.time()),
"model": req.model,
"choices": [{"index": 0, "message": message_data, "finish_reason": "stop"}],
"usage": {"prompt_tokens": prompt_tokens, "completion_tokens": completion_tokens, "total_tokens": prompt_tokens + completion_tokens},
}
except Exception as e:
if account.browser is not None:
await manager.mark_error(account, str(e))
logger.error("Admin chat error: %s", e)
raise HTTPException(status_code=503, detail=str(e))
SETTINGS_FILE = Path(__file__).parent / "settings.json"
def _load_settings() -> dict:
if SETTINGS_FILE.exists():
try:
return json.loads(SETTINGS_FILE.read_text())
except Exception:
pass
return {}
def _save_settings(data: dict):
SETTINGS_FILE.write_text(json.dumps(data, ensure_ascii=False, indent=2))
def _apply_settings(data: dict):
"""Apply settings to running config."""
if "api_keys" in data:
config.api_keys = [k.strip() for k in data["api_keys"] if k.strip()]
if "admin_key" in data and data["admin_key"]:
config.server.admin_key = data["admin_key"]
if "log_file_enabled" in data:
_setup_file_handler(
enabled=data["log_file_enabled"],
max_mb=data.get("log_file_max_mb", 10),
)
if "max_active_browsers" in data:
manager.max_active_browsers = max(1, int(data["max_active_browsers"]))
if "accounts" in data:
for acc in data["accounts"]:
if acc.get("email") and acc.get("password") and acc.get("email") not in manager.accounts:
manager.add_account(
email=acc["email"],
password=acc["password"],
name=acc.get("name", ""),
proxy=acc.get("proxy")
)
def _setup_file_handler(enabled: bool, max_mb: int = 10):
"""Add or remove a rotating file handler."""
global _file_handler
root = logging.getLogger()
if _file_handler:
root.removeHandler(_file_handler)
_file_handler.close()
_file_handler = None
if enabled:
log_path = Path(__file__).parent / "ds2api.log"
_file_handler = logging.handlers.RotatingFileHandler(
log_path, maxBytes=max_mb * 1024 * 1024, backupCount=3, encoding="utf-8"
)
_file_handler.setFormatter(logging.Formatter(LOG_FORMAT))
root.addHandler(_file_handler)
logger.info("Log file enabled: %s (max %dMB)", log_path, max_mb)
@app.get("/admin/settings")
async def get_settings(admin_key: str = Header(...)):
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
return {
"api_keys": config.api_keys,
"admin_key": config.server.admin_key,
"headless": config.browser.headless,
"port": config.server.port,
"log_level": logging.getLogger().level,
"log_file_enabled": _file_handler is not None,
"log_file_max_mb": _load_settings().get("log_file_max_mb", 10),
"max_active_browsers": manager.max_active_browsers,
}
@app.post("/admin/settings")
async def save_settings(request: Request, admin_key: str = Header(...)):
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
body = await request.json()
_save_settings(body)
_apply_settings(body)
return {"ok": True}
@app.get("/admin/logs")
async def get_logs(admin_key: str = Header(...), n: int = 100):
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
return {"logs": _mem_handler.get_logs(n)}
@app.post("/admin/logs/clear")
async def clear_logs(admin_key: str = Header(...)):
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
_mem_handler.clear()
return {"ok": True}
SCREENSHOT_DIR = Path(__file__).parent / "static" / "screenshots"
@app.get("/admin/screenshots")
async def list_screenshots(admin_key: str = Header(...)):
"""List debug screenshots with file sizes and timestamps."""
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
if not SCREENSHOT_DIR.exists():
return {"screenshots": []}
files = sorted(SCREENSHOT_DIR.glob("*.png"), key=lambda p: p.stat().st_mtime, reverse=True)
results = []
for f in files[:50]:
txt_path = f.with_suffix(".txt")
error_text = ""
if txt_path.exists():
try:
error_text = txt_path.read_text(encoding="utf-8").strip()
except Exception:
pass
results.append({
"name": f.name,
"url": f"/static/screenshots/{f.name}",
"size_kb": round(f.stat().st_size / 1024, 1),
"time": time.strftime("%m-%d %H:%M", time.localtime(f.stat().st_mtime)),
"error": error_text,
})
return {"screenshots": results}
@app.post("/admin/logs/level")
async def set_log_level(request: Request, admin_key: str = Header(...)):
if admin_key != config.server.admin_key:
raise HTTPException(status_code=401, detail="Invalid admin key")
body = await request.json()
level_name = body.get("level", "INFO").upper()
level = getattr(logging, level_name, logging.INFO)
logging.getLogger().setLevel(level)
logger.info("Log level changed to %s", level_name)
return {"ok": True, "level": level_name}
@app.get("/")
async def admin_panel():
return RedirectResponse(url="/static/index.html")
@app.on_event("startup")
async def startup():
for acc in config.accounts:
manager.add_account(
email=acc.email,
password=acc.password,
name=acc.name,
proxy=acc.proxy,
)
logger.info("Loaded %d accounts", len(config.accounts))
# Apply persisted settings
saved = _load_settings()
if saved:
_apply_settings(saved)
logger.info("Applied persisted settings from settings.json")
# Pre-login all accounts in background so they show online immediately
asyncio.create_task(_prelogin_all())
async def _prelogin_loop(sem_size=8, max_rounds=3):
"""通用预登录:并行登录,每轮失败的等更久后重试,最多 max_rounds 轮。
参数:
sem_size: 最大同时登录数(默认 8)
max_rounds: 最多重试轮数(默认 3),每轮间隔 3min → 10min → 30min
"""
total = len(manager.accounts)
delays = [180, 600, 1800] # 3min, 10min, 30min
for round_idx in range(max_rounds):
pending = [
(email, acc) for email, acc in manager.accounts.items()
if not acc.logged_in and acc.error_count < 5
]
if not pending:
logger.info("[prelogin] All accounts ready")
return
logger.info("[prelogin round %d/%d] %d/%d accounts pending (concurrency=%d)...",
round_idx + 1, max_rounds, len(pending), total, sem_size)
sem = asyncio.Semaphore(sem_size)
async def _login_one(email, account):
async with sem:
try:
logger.info("[prelogin] %s ...", email)
await manager.get_or_create_browser_with_retry(
account, headless=config.browser.headless
)
logger.info("[prelogin OK] %s (muted=%s)", email, account.is_muted)
except Exception as e:
logger.error("[prelogin FAIL] %s: %s", email, e)
tasks = [_login_one(email, acc) for email, acc in pending]
if tasks:
await asyncio.gather(*tasks, return_exceptions=True)
still_pending = sum(
1 for a in manager.accounts.values()
if not a.logged_in and a.error_count < 5
)
if still_pending == 0:
logger.info("[prelogin] All done after round %d", round_idx + 1)
return
if round_idx < max_rounds - 1:
delay = delays[min(round_idx, len(delays) - 1)]
logger.info("[prelogin] %d accounts still pending, waiting %ds before round %d...",
still_pending, delay, round_idx + 2)
await asyncio.sleep(delay)
remaining = sum(1 for a in manager.accounts.values() if not a.logged_in)
logger.info("[prelogin] Giving up after %d rounds. %d/%d accounts online, %d failed",
max_rounds, total - remaining, total, remaining)
async def _prelogin_all():
"""启动时预登录:同时 8 个,最多 3 轮,失败不再无限重试。"""
await _prelogin_loop(sem_size=8, max_rounds=3)
def main():
import uvicorn
uvicorn.run(
app,
host=config.server.host,
port=config.server.port,
)
if __name__ == "__main__":
main()