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import uuid
import time
import random
import asyncio
import threading
import json
import re
import psutil
import httpx
from fastapi import FastAPI, Request
from fastapi.responses import JSONResponse, HTMLResponse
# ====================================================================
# Configuration
# ====================================================================
API_SECRET_KEY = os.getenv("API_SECRET_KEY", "change-me-secret")
POOL_SIZE = int(os.getenv("POOL_SIZE", "5"))
MAX_REQUESTS = int(os.getenv("MAX_REQUESTS", "30"))
QUEUE_TIMEOUT = int(os.getenv("QUEUE_TIMEOUT", "300"))
DUCK_MODELS = {
"gpt-5-mini": "GPT-5 mini",
"gpt-5": "GPT-5",
"gpt-4o-mini": "GPT-4o mini",
"o3-mini": "o3 mini",
"gpt-oss-120b": "gpt-oss 120B",
"claude-haiku-4-5": "Claude Haiku 4.5",
"llama-4-scout": "Llama 4 Scout",
"mistral-small-4": "Mistral Small 4",
}
ALL_MODELS = list(DUCK_MODELS.keys())
DEFAULT_MODEL = "gpt-5-mini"
USER_AGENTS = [
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36",
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36",
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36",
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/122.0.0.0 Safari/537.36",
]
# ====================================================================
# Browser Worker
# ====================================================================
class BrowserWorker:
def __init__(self, worker_id: int, loop: asyncio.AbstractEventLoop):
self.id = worker_id
self.loop = loop
self.context = None
self._browser = None
self.busy = False
self._lock = asyncio.Lock()
self._request_count = 0
self._total_count = 0
def tag(self, msg: str) -> str:
return f"[W{self.id}] {msg}"
async def init(self, playwright):
self._playwright = playwright
self._browser = await playwright.chromium.launch(
headless=True,
channel="chrome",
args=[
"--disable-blink-features=AutomationControlled",
"--no-sandbox", "--disable-gpu",
"--disable-dev-shm-usage", "--disable-setuid-sandbox",
"--single-process", "--no-zygote",
],
)
await self._create_context()
await self._accept_terms()
print(self.tag("Ready โ"))
async def _create_context(self, ua: str = None):
user_agent = ua or random.choice(USER_AGENTS)
self.context = await self._browser.new_context(
user_agent=user_agent,
viewport={"width": 1920, "height": 1080},
)
await self.context.add_init_script(
"Object.defineProperty(navigator,'webdriver',{get:()=>undefined})"
)
print(self.tag(f"Context created (UA: ...{user_agent[-30:]}) โ"))
async def _accept_terms(self):
page = await self.context.new_page()
try:
print(self.tag("Accepting terms..."))
await page.goto("https://duckduckgo.com/aichat", wait_until="domcontentloaded")
await asyncio.sleep(5)
agree = page.locator('button:has-text("Agree and Continue")')
await agree.wait_for(state="visible", timeout=15000)
await agree.click()
print(self.tag("Terms accepted โ"))
await asyncio.sleep(3)
await page.wait_for_selector('textarea[name="user-prompt"]', timeout=20000)
except Exception as e:
print(self.tag(f"Terms note: {e}"))
finally:
await page.close()
async def _rotate_context(self):
print(self.tag(f"Rotating context after {self._request_count} requests..."))
try:
await self.context.close()
except Exception:
pass
await self._create_context(ua=random.choice(USER_AGENTS))
await self._accept_terms()
self._request_count = 0
print(self.tag("Context rotated โ"))
async def chat(self, model_label: str, prompt: str) -> str:
async with self._lock:
self.busy = True
try:
return await self._do_chat(model_label, prompt)
finally:
self.busy = False
async def _do_chat(self, model_label: str, prompt: str) -> str:
await asyncio.sleep(random.uniform(0.5, 2.0))
self._request_count += 1
self._total_count += 1
if self._request_count >= MAX_REQUESTS:
await self._rotate_context()
page = await self.context.new_page()
try:
page.set_default_timeout(180000)
await page.goto("https://duckduckgo.com/aichat", wait_until="domcontentloaded")
await asyncio.sleep(3)
try:
agree = page.locator('button:has-text("Agree and Continue")')
if await agree.count() > 0 and await agree.first.is_visible():
await agree.first.click()
await asyncio.sleep(2)
except Exception:
pass
await page.wait_for_selector('textarea[name="user-prompt"]')
print(self.tag(f"Input ready (req #{self._total_count}) โ"))
await self._select_model(page, model_label)
await self._send(page, prompt)
return await self._extract(page)
except Exception as e:
print(self.tag(f"Error: {e}"))
raise RuntimeError(f"duck.ai error: {e}")
finally:
await page.close()
async def _select_model(self, page, model_label: str):
try:
btn = page.locator('button[data-testid="model-select-button"]')
text = (await btn.inner_text()).strip()
print(self.tag(f"Current model: {text}"))
if model_label.lower() in text.lower():
return
await btn.click()
await asyncio.sleep(2)
option = page.locator(
f'li:has-text("{model_label}"), '
f'[role="option"]:has-text("{model_label}"), '
f'button:has-text("{model_label}")'
)
if await option.count() > 0:
await option.first.click()
print(self.tag(f"Model โ {model_label} โ"))
await asyncio.sleep(1)
start = page.locator(
'button:has-text("Start chat"), button:has-text("Start new chat")'
)
if await start.count() > 0:
await start.first.click()
print(self.tag("Start chat โ"))
await asyncio.sleep(2)
await page.wait_for_selector(
'textarea[name="user-prompt"]', state="visible", timeout=15000
)
print(self.tag("Textarea ready โ"))
else:
await page.keyboard.press("Escape")
print(self.tag("Model not found, using default"))
except Exception as e:
print(self.tag(f"Model select (non-fatal): {e}"))
async def _send(self, page, prompt: str):
await page.evaluate(
"""
(text) => {
const ta = document.querySelector('textarea[name="user-prompt"]');
if (!ta) return;
const setter = Object.getOwnPropertyDescriptor(
window.HTMLTextAreaElement.prototype, 'value'
).set;
setter.call(ta, text);
ta.dispatchEvent(new InputEvent('input', { bubbles: true }));
ta.dispatchEvent(new Event('change', { bubbles: true }));
ta.focus();
}
""",
prompt
)
await asyncio.sleep(2)
sent = False
try:
btn = page.locator('button[type="submit"][aria-label="Send"]')
if await btn.get_attribute("disabled") is None:
await btn.click()
sent = True
print(self.tag(f"Sent via button โ ({len(prompt)} chars)"))
except Exception:
pass
if not sent:
ta = page.locator('textarea[name="user-prompt"]')
await ta.click()
await asyncio.sleep(0.3)
await page.keyboard.press("Enter")
print(self.tag("Sent via Enter โ"))
async def _extract(self, page) -> str:
await asyncio.sleep(3)
try:
copy = page.locator('button[data-copyairesponse="true"]')
await copy.last.wait_for(state="visible", timeout=90000)
print(self.tag("Response complete โ"))
except Exception:
for _ in range(75):
await asyncio.sleep(2)
if await page.locator(
'button[aria-label="Stop generating"]:not([disabled])'
).count() == 0:
print(self.tag("Response complete (fallback) โ"))
break
await asyncio.sleep(1)
text = await page.evaluate("""
() => {
const active = document.querySelector('[data-activeresponse="true"]');
if (active) {
const sp = active.querySelector('.space-y-4');
if (sp && sp.innerText.trim().length > 0) return sp.innerText.trim();
const prose = active.querySelector('[class*="whitespace-normal"],[class*="prose"]');
if (prose && prose.innerText.trim().length > 0) return prose.innerText.trim();
}
const all = document.querySelectorAll('[data-activeresponse]');
if (all.length > 0) {
const last = all[all.length - 1];
const sp = last.querySelector('.space-y-4');
if (sp) return sp.innerText.trim();
return last.innerText.trim();
}
const arts = document.querySelectorAll('article');
if (arts.length > 0) return arts[arts.length - 1].innerText.trim();
const divs = document.querySelectorAll('.space-y-4');
for (let i = divs.length - 1; i >= 0; i--) {
if (divs[i].innerText.trim().length > 10) return divs[i].innerText.trim();
}
return '';
}
""")
if not text or len(text.strip()) < 5:
await asyncio.sleep(5)
text = await page.evaluate("""
() => {
const sp = document.querySelectorAll('.space-y-4');
if (sp.length > 0) return sp[sp.length-1].innerText.trim();
return document.body.innerText.slice(0, 5000);
}
""")
print(self.tag(f"Extracted {len(text)} chars โ"))
return text.strip()
# ====================================================================
# Browser Pool Manager
# ====================================================================
class BrowserPool:
def __init__(self):
self.loop = asyncio.new_event_loop()
self.workers: list[BrowserWorker] = []
self.ready_event = threading.Event()
self._thread = threading.Thread(target=self._run, daemon=True)
self._queue: asyncio.Queue | None = None
self._total_requests = 0
self._rejected = 0
def start(self):
self._thread.start()
print(f"[POOL] Starting {POOL_SIZE} browsers "
f"(rotation every {MAX_REQUESTS} req, queue timeout {QUEUE_TIMEOUT}s)...")
def _run(self):
asyncio.set_event_loop(self.loop)
self.loop.run_until_complete(self._init_pool())
self.ready_event.set()
print(f"[POOL] All {POOL_SIZE} browsers ready! โ")
self.loop.run_forever()
async def _init_pool(self):
from playwright.async_api import async_playwright
self._queue = asyncio.Queue()
pw = await async_playwright().start()
workers = [BrowserWorker(i + 1, self.loop) for i in range(POOL_SIZE)]
await asyncio.gather(*[w.init(pw) for w in workers])
self.workers = workers
for w in workers:
await self._queue.put(w)
async def _process(self, model_label: str, prompt: str) -> str:
self._total_requests += 1
try:
worker: BrowserWorker = await asyncio.wait_for(
self._queue.get(), timeout=QUEUE_TIMEOUT
)
except asyncio.TimeoutError:
self._rejected += 1
print(f"[POOL] โ ๏ธ Queue timeout! All {POOL_SIZE} workers busy. "
f"Rejected: {self._rejected}")
raise RuntimeError(
f"All {POOL_SIZE} workers are busy. "
f"Please retry in a moment. (rejected total: {self._rejected})"
)
print(f"[POOL] Assigned W{worker.id} (total req: {self._total_requests}) โ")
try:
return await worker.chat(model_label, prompt)
finally:
await self._queue.put(worker)
print(f"[POOL] W{worker.id} returned to pool โ")
def process(self, model_label: str, prompt: str) -> str:
if not self.ready_event.wait(timeout=180):
raise RuntimeError("Pool not ready")
future = asyncio.run_coroutine_threadsafe(
self._process(model_label, prompt), self.loop
)
return future.result(timeout=QUEUE_TIMEOUT + 240)
pool = BrowserPool()
pool.start()
# ====================================================================
# Keep-Alive (ูู
ูุน HuggingFace ู
ู ุฅููุงู Space ุจุณุจุจ ุนุฏู
ุงููุดุงุท)
# ====================================================================
_keep_alive_count = 0
async def _keep_alive():
global _keep_alive_count
# ุงูุชุธุฑ ุญุชู ูููู ุงูุณูุฑูุฑ ุฌุงูุฒุงู
await asyncio.sleep(30)
print("[KEEP-ALIVE] Started โ ping every 4 minutes โ")
while True:
await asyncio.sleep(240) # ูู 4 ุฏูุงุฆู
try:
async with httpx.AsyncClient(timeout=10) as client:
r = await client.get("http://localhost:7860/")
_keep_alive_count += 1
print(f"[KEEP-ALIVE] Ping #{_keep_alive_count} โ {r.status_code} โ")
except Exception as e:
print(f"[KEEP-ALIVE] Ping failed (non-fatal): {e}")
# ====================================================================
# Helpers
# ====================================================================
def _extract_content(msg: dict) -> str:
content = msg.get("content", "")
if isinstance(content, list):
return "\n".join(
item.get("text", item.get("content", str(item)))
if isinstance(item, dict) else str(item)
for item in content
)
return str(content) if content else ""
def _build_prompt(messages: list) -> str:
parts = []
for msg in messages:
role = msg.get("role", "user")
content = _extract_content(msg)
if not content.strip():
continue
if role == "system":
parts.append(
f"=== SYSTEM INSTRUCTIONS ===\n{content}\n=== END INSTRUCTIONS ==="
)
elif role == "assistant":
parts.append(f"[Assistant]: {content}")
else:
parts.append(content)
return "\n\n".join(parts)
def _parse_tool_calls(text: str):
cleaned = text.strip()
if "```" in cleaned:
m = re.search(r'```(?:json)?\s*\n?(.*?)\n?\s*```', cleaned, re.DOTALL)
if m:
cleaned = m.group(1).strip()
candidates = [cleaned]
m2 = re.search(r'\{[\s\S]*"tool_calls"[\s\S]*\}', cleaned)
if m2:
candidates.append(m2.group(0))
for c in candidates:
try:
parsed = json.loads(c)
if isinstance(parsed, dict) and "tool_calls" in parsed:
raw = parsed["tool_calls"]
if isinstance(raw, list) and raw:
return [{
"id": f"call_{uuid.uuid4().hex[:24]}",
"type": "function",
"function": {
"name": call.get("name", ""),
"arguments": (
json.dumps(call.get("arguments", {}), ensure_ascii=False)
if isinstance(call.get("arguments"), dict)
else str(call.get("arguments", "{}"))
),
},
} for call in raw]
except (json.JSONDecodeError, TypeError, KeyError):
continue
return None
def _auth(request: Request) -> bool:
return (
request.headers.get("authorization", "")
.replace("Bearer ", "").strip() == API_SECRET_KEY
)
def _auth_token(request: Request, token: str = "") -> bool:
header_key = (
request.headers.get("authorization", "")
.replace("Bearer ", "").strip()
)
return header_key == API_SECRET_KEY or token == API_SECRET_KEY
def _get_model_label(model: str) -> str:
return DUCK_MODELS.get(model, DUCK_MODELS[DEFAULT_MODEL])
def _make_completion(start_time, model, text, messages, tools=None):
p = sum(len(_extract_content(m).split()) for m in messages)
c = len(text.split())
tc = _parse_tool_calls(text) if tools else None
if tc:
return {
"id": f"chatcmpl-{uuid.uuid4().hex[:29]}", "object": "chat.completion",
"created": int(start_time), "model": model,
"choices": [{"index": 0, "message": {
"role": "assistant", "content": None, "tool_calls": tc
}, "finish_reason": "tool_calls"}],
"usage": {"prompt_tokens": p, "completion_tokens": c, "total_tokens": p + c},
}
return {
"id": f"chatcmpl-{uuid.uuid4().hex[:29]}", "object": "chat.completion",
"created": int(start_time), "model": model,
"choices": [{"index": 0, "message": {
"role": "assistant", "content": text
}, "finish_reason": "stop"}],
"usage": {"prompt_tokens": p, "completion_tokens": c, "total_tokens": p + c},
}
# ====================================================================
# FastAPI
# ====================================================================
app = FastAPI(title="Duck.ai API Server")
@app.on_event("startup")
async def startup_event():
asyncio.create_task(_keep_alive())
print("[APP] Keep-alive task registered โ")
@app.post("/v1/chat/completions")
async def chat_completions(request: Request):
try:
data = await request.json()
except Exception:
return JSONResponse(status_code=400, content={"error": {"message": "Invalid JSON"}})
if not _auth(request):
return JSONResponse(status_code=401, content={"error": {"message": "Invalid API Key"}})
messages = data.get("messages", [])
if not messages:
return JSONResponse(status_code=400, content={"error": {"message": "messages required"}})
model = data.get("model", DEFAULT_MODEL)
tools = data.get("tools", None)
start_time = time.time()
model_label = _get_model_label(model)
prompt = _build_prompt(messages)
print(f"[API] /v1/chat/completions โ {model} ({model_label})")
try:
text = await asyncio.get_event_loop().run_in_executor(
None, pool.process, model_label, prompt
)
return _make_completion(start_time, model, text, messages, tools)
except Exception as e:
print(f"[API] ERROR: {e}")
status = 503 if "busy" in str(e).lower() else 500
return JSONResponse(status_code=status, content={"error": {"message": str(e)}})
@app.post("/v1/responses")
async def responses(request: Request):
try:
data = await request.json()
except Exception:
return JSONResponse(status_code=400, content={"error": {"message": "Invalid JSON"}})
if not _auth(request):
return JSONResponse(status_code=401, content={"error": {"message": "Invalid API Key"}})
input_data = data.get("input", "")
if isinstance(input_data, str):
messages = [{"role": "user", "content": input_data}]
elif isinstance(input_data, list):
messages = input_data
else:
messages = data.get("messages", [])
if not messages:
return JSONResponse(status_code=400, content={"error": {"message": "input required"}})
model = data.get("model", DEFAULT_MODEL)
tools = data.get("tools", None)
instructions = data.get("instructions", "")
if instructions:
messages.insert(0, {"role": "system", "content": instructions})
start_time = time.time()
model_label = _get_model_label(model)
prompt = _build_prompt(messages)
print(f"[API] /v1/responses โ {model} ({model_label})")
try:
text = await asyncio.get_event_loop().run_in_executor(
None, pool.process, model_label, prompt
)
p = sum(len(_extract_content(m).split()) for m in messages)
c = len(text.split())
tc = _parse_tool_calls(text) if tools else None
if tc:
return {
"id": f"resp-{uuid.uuid4().hex[:29]}", "object": "response",
"created_at": int(start_time), "model": model, "status": "completed",
"output": [{"type": "function_call", "id": t["id"], "call_id": t["id"],
"name": t["function"]["name"],
"arguments": t["function"]["arguments"],
"status": "completed"} for t in tc],
"usage": {"input_tokens": p, "output_tokens": c, "total_tokens": p + c},
}
return {
"id": f"resp-{uuid.uuid4().hex[:29]}", "object": "response",
"created_at": int(start_time), "model": model, "status": "completed",
"output": [{"type": "message", "role": "assistant",
"content": [{"type": "output_text", "text": text}]}],
"usage": {"input_tokens": p, "output_tokens": c, "total_tokens": p + c},
}
except Exception as e:
print(f"[API] ERROR: {e}")
status = 503 if "busy" in str(e).lower() else 500
return JSONResponse(status_code=status, content={"error": {"message": str(e)}})
@app.get("/v1/models")
async def list_models(request: Request):
if not _auth(request):
return JSONResponse(status_code=401, content={"error": {"message": "Invalid API Key"}})
return {
"object": "list",
"data": [{"id": m, "object": "model", "owned_by": "duck.ai"} for m in ALL_MODELS],
}
@app.get("/health")
async def health(request: Request, token: str = ""):
if not _auth_token(request, token):
return JSONResponse(status_code=401, content={"error": {"message": "Invalid API Key"}})
busy = sum(1 for w in pool.workers if w.busy)
stats = [
{
"id": w.id,
"busy": w.busy,
"total_requests": w._total_count,
"requests_until_rotation": MAX_REQUESTS - w._request_count,
}
for w in pool.workers
]
mem = psutil.virtual_memory()
return {
"status": "running",
"message": "Duck.ai API Pool Server is active!",
"models": ALL_MODELS,
"pool_size": POOL_SIZE,
"workers_busy": busy,
"workers_free": POOL_SIZE - busy,
"total_requests": pool._total_requests,
"rejected_requests": pool._rejected,
"queue_timeout_sec": QUEUE_TIMEOUT,
"keep_alive_pings": _keep_alive_count,
"workers": stats,
"ram": {
"used_gb": round(mem.used / 1024**3, 2),
"total_gb": round(mem.total / 1024**3, 2),
"percent": mem.percent,
},
"cpu": psutil.cpu_percent(interval=None),
}
@app.get("/")
async def root():
return {
"status": "running",
"message": "Duck.ai API Pool Server is active!",
"docs": "/docs",
"health": "/health",
"keep_alive_pings": _keep_alive_count,
}
@app.get("/dashboard", response_class=HTMLResponse)
async def dashboard(request: Request, token: str = ""):
if not _auth_token(request, token):
return HTMLResponse(
"<h1 style='font-family:sans-serif;text-align:center;margin-top:20%;"
"color:#ef5350'>401 โ Unauthorized</h1>",
status_code=401
)
with open("dashboard.html", "r", encoding="utf-8") as f:
return HTMLResponse(f.read())
if __name__ == "__main__":
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=7860) |