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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() |