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import os
import re
import random
import asyncio
import httpx
import aiohttp
import trafilatura
import json
import uuid
import time
from pathlib import Path
from urllib.parse import urlparse
from typing import List, Dict, Any, Optional
from fastapi import APIRouter, HTTPException, Body
from fastapi.responses import FileResponse
from newspaper import Article
from threading import Timer
from google import genai
from google.genai import types
router = APIRouter()
BRAVE_API_KEY = os.getenv("BRAVE_API_KEY")
if not BRAVE_API_KEY:
raise ValueError("BRAVE_API_KEY não está definido!")
GEMINI_API_KEY = os.getenv("GEMINI_API_KEY")
if not GEMINI_API_KEY:
raise ValueError("GEMINI_API_KEY não está definido!")
BRAVE_SEARCH_URL = "https://api.search.brave.com/res/v1/web/search"
BRAVE_HEADERS = {
"Accept": "application/json",
"Accept-Encoding": "gzip",
"x-subscription-token": BRAVE_API_KEY
}
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 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Safari/605.1.15",
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36",
]
BLOCKED_DOMAINS = {"reddit.com", "www.reddit.com", "old.reddit.com",
"quora.com", "www.quora.com"}
MAX_TEXT_LENGTH = 4000
# Diretório para arquivos temporários
TEMP_DIR = Path("/tmp")
TEMP_DIR.mkdir(exist_ok=True)
# Dicionário para controlar arquivos temporários
temp_files = {}
def is_blocked_domain(url: str) -> bool:
try:
host = urlparse(url).netloc.lower()
return any(host == b or host.endswith("." + b) for b in BLOCKED_DOMAINS)
except Exception:
return False
def clamp_text(text: str) -> str:
if not text:
return ""
if len(text) > MAX_TEXT_LENGTH:
return text[:MAX_TEXT_LENGTH]
return text
def get_realistic_headers() -> Dict[str, str]:
return {
"User-Agent": random.choice(USER_AGENTS),
"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
"Accept-Language": "en-US,en;q=0.7,pt-BR;q=0.6",
"Connection": "keep-alive",
}
def delete_temp_file(file_id: str, file_path: Path):
"""Remove arquivo temporário após expiração"""
try:
if file_path.exists():
file_path.unlink()
temp_files.pop(file_id, None)
print(f"Arquivo temporário removido: {file_path}")
except Exception as e:
print(f"Erro ao remover arquivo temporário: {e}")
def create_temp_file(data: Dict[str, Any]) -> Dict[str, str]:
"""Cria arquivo temporário e agenda sua remoção"""
file_id = str(uuid.uuid4())
file_path = TEMP_DIR / f"fontes_{file_id}.txt"
# Salva o JSON no arquivo
with open(file_path, 'w', encoding='utf-8') as f:
json.dump(data, f, ensure_ascii=False, indent=2)
# Agenda remoção em 24 horas (86400 segundos)
timer = Timer(86400, delete_temp_file, args=[file_id, file_path])
timer.start()
# Registra o arquivo temporário
temp_files[file_id] = {
"path": file_path,
"created_at": time.time(),
"timer": timer
}
return {
"file_id": file_id,
"download_url": f"/download-temp/{file_id}",
"expires_in_hours": 24
}
async def generate_gemini_response(input_text: str) -> str:
"""Gera resposta usando o modelo Gemini"""
try:
client = genai.Client(api_key=GEMINI_API_KEY)
model = "gemini-2.5-flash-lite"
contents = [
types.Content(
role="user",
parts=[
types.Part.from_text(text="Retorne um json de exemplo"),
],
),
types.Content(
role="model",
parts=[
types.Part.from_text(text="""Com certeza! Aqui está um exemplo de JSON simples:
```json
{
\"nome\": \"Maria Silva\",
\"idade\": 30,
\"profissao\": \"Engenheira de Software\",
\"habilidades\": [
\"Python\",
\"JavaScript\",
\"SQL\",
\"Docker\"
],
\"contato\": {
\"email\": \"[email protected]\",
\"telefone\": \"+55 11 98765-4321\"
},
\"ativo\": true,
\"projetos\": null
}
```
**Explicação dos elementos:**
* **`{}`**: Representa um objeto JSON.
* **`\"chave\": valor`**: Um objeto é composto por pares de chave-valor.
* As **chaves** são sempre strings, delimitadas por aspas duplas.
* Os **valores** podem ser de diversos tipos:
* **String:** ` \"Maria Silva\" ` (delimitada por aspas duplas)
* **Número:** ` 30 ` (inteiro ou decimal)
* **Booleano:** ` true ` ou ` false `
* **Array (Lista):** ` [\"Python\", \"JavaScript\", \"SQL\", \"Docker\"] ` (uma lista de valores, delimitada por colchetes `[]`, onde os elementos são separados por vírgulas)
* **Objeto:** ` {\"email\": \"[email protected]\", \"telefone\": \"+55 11 98765-4321\"} ` (outro objeto JSON aninhado)
* **`null`**: Representa a ausência de valor.
Este é um exemplo bastante comum e demonstra a estrutura básica do JSON."""),
],
),
types.Content(
role="user",
parts=[
types.Part.from_text(text=input_text),
],
),
]
generate_content_config = types.GenerateContentConfig(
thinking_config=types.ThinkingConfig(
thinking_budget=0,
),
)
# Coletamos toda a resposta em stream
full_response = ""
for chunk in client.models.generate_content_stream(
model=model,
contents=contents,
config=generate_content_config,
):
if chunk.text:
full_response += chunk.text
return full_response
except Exception as e:
raise HTTPException(status_code=500, detail=f"Erro ao gerar resposta do Gemini: {str(e)}")
async def search_brave_term(client: httpx.AsyncClient, term: str) -> List[Dict[str, str]]:
params = {"q": term, "count": 10, "safesearch": "off", "summary": "false"}
try:
resp = await client.get(BRAVE_SEARCH_URL, headers=BRAVE_HEADERS, params=params)
if resp.status_code != 200:
return []
data = resp.json()
results: List[Dict[str, str]] = []
if "web" in data and "results" in data["web"]:
for item in data["web"]["results"]:
url = item.get("url")
age = item.get("age", "Unknown")
if url and not is_blocked_domain(url):
results.append({"url": url, "age": age})
return results
except Exception:
return []
async def extract_article_text(url: str, session: aiohttp.ClientSession) -> str:
try:
art = Article(url)
art.config.browser_user_agent = random.choice(USER_AGENTS)
art.config.request_timeout = 8
art.config.number_threads = 1
art.download()
art.parse()
txt = (art.text or "").strip()
if txt and len(txt) > 100:
return clamp_text(txt)
except Exception:
pass
try:
await asyncio.sleep(random.uniform(0.1, 0.3))
headers = get_realistic_headers()
async with session.get(url, headers=headers, timeout=12) as resp:
if resp.status != 200:
return ""
html = await resp.text()
if re.search(r"(paywall|subscribe|metered|registration|captcha|access denied)", html, re.I):
return ""
extracted = trafilatura.extract(html) or ""
extracted = extracted.strip()
if extracted and len(extracted) > 100:
return clamp_text(extracted)
except Exception:
pass
return ""
@router.post("/search-terms")
async def search_terms(payload: Dict[str, List[str]] = Body(...)) -> Dict[str, Any]:
terms = payload.get("terms")
if not terms or not isinstance(terms, list):
raise HTTPException(status_code=400, detail="Campo 'terms' é obrigatório e deve ser uma lista.")
used_urls = set()
search_semaphore = asyncio.Semaphore(20)
extract_semaphore = asyncio.Semaphore(50)
async def search_with_limit(client, term):
async with search_semaphore:
return await search_brave_term(client, term)
async def process_term(session, term, search_results):
async with extract_semaphore:
for result in search_results:
url = result["url"]
age = result["age"]
if url in used_urls:
continue
text = await extract_article_text(url, session)
if text:
used_urls.add(url)
return {
"term": term,
"age": age,
"url": url,
"text": text
}
return None
connector = aiohttp.TCPConnector(limit=100, limit_per_host=15)
timeout = aiohttp.ClientTimeout(total=15)
async with httpx.AsyncClient(
timeout=15.0,
limits=httpx.Limits(max_connections=100, max_keepalive_connections=25)
) as http_client:
async with aiohttp.ClientSession(connector=connector, timeout=timeout) as session:
search_tasks = [search_with_limit(http_client, term) for term in terms]
search_results = await asyncio.gather(*search_tasks, return_exceptions=True)
process_tasks = []
for term, results in zip(terms, search_results):
if isinstance(results, list) and results:
process_tasks.append(process_term(session, term, results))
if process_tasks:
processed_results = await asyncio.gather(*process_tasks, return_exceptions=True)
final_results = [r for r in processed_results if r is not None and not isinstance(r, Exception)]
else:
final_results = []
# Cria o JSON final
result_data = {"results": final_results}
# Cria arquivo temporário
temp_file_info = create_temp_file(result_data)
return {
"message": "Dados salvos em arquivo temporário",
"total_results": len(final_results),
"file_info": temp_file_info
}
@router.post("/inference/terms")
async def inference_terms(payload: Dict[str, str] = Body(...)) -> Dict[str, Any]:
"""
Endpoint para fazer inferência com o modelo Gemini
Body:
{
"input": "Sua pergunta ou texto aqui"
}
"""
input_text = payload.get("input")
if not input_text or not isinstance(input_text, str):
raise HTTPException(
status_code=400,
detail="Campo 'input' é obrigatório e deve ser uma string."
)
if len(input_text.strip()) == 0:
raise HTTPException(
status_code=400,
detail="Campo 'input' não pode estar vazio."
)
try:
# Gera resposta usando o Gemini
response = await generate_gemini_response(input_text)
return {
"input": input_text,
"response": response,
"model": "gemini-2.5-flash-lite",
"timestamp": time.time()
}
except HTTPException:
# Re-raise HTTPExceptions para manter o status code correto
raise
except Exception as e:
raise HTTPException(
status_code=500,
detail=f"Erro interno do servidor: {str(e)}"
)
@router.get("/download-temp/{file_id}")
async def download_temp_file(file_id: str):
"""Endpoint para download do arquivo temporário"""
if file_id not in temp_files:
raise HTTPException(status_code=404, detail="Arquivo não encontrado ou expirado")
file_info = temp_files[file_id]
file_path = file_info["path"]
if not file_path.exists():
temp_files.pop(file_id, None)
raise HTTPException(status_code=404, detail="Arquivo não encontrado")
return FileResponse(
path=str(file_path),
filename="fontes.txt",
media_type="text/plain",
headers={"Content-Disposition": "attachment; filename=fontes.txt"}
)
@router.get("/temp-files/status")
async def get_temp_files_status():
"""Endpoint para verificar status dos arquivos temporários (debug)"""
status = {}
current_time = time.time()
for file_id, info in temp_files.items():
age_hours = (current_time - info["created_at"]) / 3600
remaining_hours = max(0, 24 - age_hours)
status[file_id] = {
"age_hours": round(age_hours, 2),
"remaining_hours": round(remaining_hours, 2),
"exists": info["path"].exists()
}
return {"temp_files": status} |