PARA.AI / api /main.py
Carlex22's picture
Revert "ParaAIV3.1"
1f24745
"""
FastAPI Application - para.AI v3.0
Endpoint principal para processamento de acórdãos jurisprudenciais
"""
from fastapi import FastAPI, Request
from fastapi.middleware.cors import CORSMiddleware
from fastapi.middleware.gzip import GZipMiddleware
from fastapi.responses import JSONResponse
from contextlib import asynccontextmanager
import time
from datetime import datetime
from api.config import get_settings
from api.utils.logger import api_logger
from api.utils.exceptions import ParaAIException
settings = get_settings()
# Variável global para tracking de uptime
app_start_time = datetime.now()
@asynccontextmanager
async def lifespan(app: FastAPI):
"""Lifecycle events - startup e shutdown."""
# Startup
api_logger.info("=" * 70)
api_logger.info(f"🚀 Starting {settings.APP_NAME} v{settings.APP_VERSION}")
api_logger.info(f"📍 Environment: {settings.APP_ENV}")
api_logger.info(f"🐛 Debug mode: {settings.DEBUG}")
api_logger.info(f"🗄️ Database: {settings.DATABASE_URL.split('@')[-1] if '@' in settings.DATABASE_URL else 'N/A'}")
api_logger.info(f"📂 Files path: {settings.FILES_BASE_PATH}")
api_logger.info(f"🤖 LLM Providers:")
api_logger.info(f" - Groq: {'✅' if settings.GROQ_API_KEY else '❌'}")
api_logger.info(f" - OpenAI: {'✅' if settings.OPENAI_API_KEY else '❌'}")
api_logger.info(f" - Anthropic: {'✅' if settings.ANTHROPIC_API_KEY else '❌'}")
api_logger.info("=" * 70)
yield
# Shutdown
api_logger.info("🛑 Shutting down para.AI API")
app = FastAPI(
title=settings.APP_NAME,
version=settings.APP_VERSION,
description="""
# para.AI - Análise Jurisprudencial com IA
Sistema completo para processamento automatizado de acórdãos com 9 especialistas IA.
## Funcionalidades Principais
* 📤 **Upload JSONL**: Envie lotes de acórdãos para processamento
* 🤖 **9 Especialistas**: Análise por múltiplos processadores especializados
* 📦 **Download TAR.GZ**: Receba resultados compactados
* 🔍 **Debug Completo**: Teste cada componente isoladamente
* 📊 **Métricas**: Acompanhe performance e custos
## Endpoints Principais
* `/api/v1/process/upload` - Upload e processamento
* `/api/v1/process/status/{task_id}` - Status da tarefa
* `/api/v1/process/download/{task_id}` - Download de resultados
* `/api/v1/health` - Health check
## Debug e Testes
* `/api/v1/debug/*` - Informações de sistema
* `/api/v1/test/llm/*` - Testar LLMs
* `/api/v1/test/processors/*` - Testar processadores
* `/api/v1/test/database/*` - Testar banco de dados
* `/api/v1/test/files/*` - Testar gestão de arquivos
""",
docs_url="/api/docs",
redoc_url="/api/redoc",
openapi_url="/api/openapi.json",
lifespan=lifespan,
swagger_ui_parameters={"defaultModelsExpandDepth": -1}
)
# ============================================================================
# MIDDLEWARES
# ============================================================================
app.add_middleware(
CORSMiddleware,
allow_origins=settings.CORS_ORIGINS,
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
app.add_middleware(GZipMiddleware, minimum_size=1000)
@app.middleware("http")
async def log_requests(request: Request, call_next):
"""Middleware para logging de todas as requisições."""
start_time = time.time()
# Log request
api_logger.info(f"➡️ {request.method} {request.url.path}")
# Process
response = await call_next(request)
# Log response
process_time = (time.time() - start_time) * 1000
api_logger.info(
f"⬅️ {request.method} {request.url.path} - "
f"Status: {response.status_code} - "
f"Time: {process_time:.2f}ms"
)
# Add headers
response.headers["X-Process-Time"] = f"{process_time:.2f}"
response.headers["X-API-Version"] = settings.APP_VERSION
return response
@app.middleware("http")
async def add_security_headers(request: Request, call_next):
"""Middleware para adicionar headers de segurança."""
response = await call_next(request)
response.headers["X-Content-Type-Options"] = "nosniff"
response.headers["X-Frame-Options"] = "DENY"
response.headers["X-XSS-Protection"] = "1; mode=block"
return response
# ============================================================================
# EXCEPTION HANDLERS
# ============================================================================
@app.exception_handler(ParaAIException)
async def para_ai_exception_handler(request: Request, exc: ParaAIException):
"""Handler para exceções customizadas do para.AI."""
api_logger.error(f"ParaAIException: {exc.message} - Details: {exc.details}")
return JSONResponse(
status_code=500,
content={
"error": exc.message,
"details": exc.details,
"type": exc.__class__.__name__,
"timestamp": datetime.now().isoformat()
}
)
@app.exception_handler(Exception)
async def global_exception_handler(request: Request, exc: Exception):
"""Handler global para exceções não tratadas."""
api_logger.error(f"Unhandled exception: {str(exc)}", exc_info=True)
return JSONResponse(
status_code=500,
content={
"error": "Internal server error",
"detail": str(exc) if settings.DEBUG else "An unexpected error occurred",
"timestamp": datetime.now().isoformat()
}
)
# ============================================================================
# ROUTERS
# ============================================================================
# Import routers (fazemos lazy import para evitar dependências circulares)
from api.routers import health, processing, debug, llm, database, files, processors
app.include_router(health.router, prefix="/api/v1", tags=["🏥 Health"])
app.include_router(processing.router, prefix="/api/v1", tags=["🚀 Processing"])
app.include_router(debug.router, prefix="/api/v1/debug", tags=["🐛 Debug"])
app.include_router(llm.router, prefix="/api/v1/test/llm", tags=["🤖 LLM Testing"])
app.include_router(database.router, prefix="/api/v1/test/database", tags=["🗄️ Database Testing"])
app.include_router(files.router, prefix="/api/v1/test/files", tags=["📁 Files Testing"])
app.include_router(processors.router, prefix="/api/v1/test/processors", tags=["⚙️ Processors Testing"])
# ============================================================================
# ROOT ENDPOINTS
# ============================================================================
@app.get("/", include_in_schema=False)
async def root():
"""Root endpoint - informações básicas da API."""
uptime = (datetime.now() - app_start_time).total_seconds()
return {
"name": settings.APP_NAME,
"version": settings.APP_VERSION,
"environment": settings.APP_ENV,
"status": "online",
"uptime_seconds": uptime,
"docs": "/api/docs",
"health": "/api/v1/health",
"timestamp": datetime.now().isoformat()
}
@app.get("/api", include_in_schema=False)
async def api_root():
"""API root - redireciona para docs."""
return {
"message": "para.AI API v3.0 - Acesse /api/docs para documentação completa",
"docs": "/api/docs",
"endpoints": {
"health": "/api/v1/health",
"upload": "/api/v1/process/upload",
"debug": "/api/v1/debug/info"
}
}
# ============================================================================
# MAIN (para execução direta)
# ============================================================================
if __name__ == "__main__":
import uvicorn
uvicorn.run(
"api.main:app",
host=settings.HOST,
port=settings.PORT,
reload=settings.DEBUG,
workers=1 if settings.DEBUG else settings.WORKERS,
log_level=settings.LOG_LEVEL.lower(),
access_log=True
)