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Running on CPU Upgrade
| """FastAPI application for HF Agent web interface.""" | |
| import logging | |
| import os | |
| from contextlib import asynccontextmanager | |
| from pathlib import Path | |
| from dotenv import load_dotenv | |
| from fastapi import FastAPI | |
| from fastapi.middleware.cors import CORSMiddleware | |
| from fastapi.staticfiles import StaticFiles | |
| from routes.agent import router as agent_router | |
| from routes.auth import router as auth_router | |
| # Load .env from project root (parent directory) | |
| load_dotenv(Path(__file__).parent.parent / ".env") | |
| # Configure logging | |
| logging.basicConfig( | |
| level=logging.INFO, | |
| format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", | |
| ) | |
| logger = logging.getLogger(__name__) | |
| async def lifespan(app: FastAPI): | |
| """Application lifespan handler.""" | |
| logger.info("Starting HF Agent backend...") | |
| # Start in-process hourly KPI rollup. Replaces an external cron so the | |
| # rollup lives next to the data and reuses the Space's HF token. | |
| try: | |
| import kpis_scheduler | |
| kpis_scheduler.start() | |
| except Exception as e: | |
| logger.warning("KPI scheduler failed to start: %s", e) | |
| yield | |
| logger.info("Shutting down HF Agent backend...") | |
| try: | |
| import kpis_scheduler | |
| await kpis_scheduler.shutdown() | |
| except Exception as e: | |
| logger.warning("KPI scheduler shutdown failed: %s", e) | |
| # Final-flush: save every still-active session so we don't lose traces on | |
| # server restart. Uploads are detached subprocesses — this is fast. | |
| try: | |
| from session_manager import session_manager | |
| for sid, agent_session in list(session_manager.sessions.items()): | |
| sess = agent_session.session | |
| if sess.config.save_sessions: | |
| try: | |
| sess.save_and_upload_detached(sess.config.session_dataset_repo) | |
| logger.info("Flushed session %s on shutdown", sid) | |
| except Exception as e: | |
| logger.warning("Failed to flush session %s: %s", sid, e) | |
| except Exception as e: | |
| logger.warning("Lifespan final-flush skipped: %s", e) | |
| app = FastAPI( | |
| title="HF Agent", | |
| description="ML Engineering Assistant API", | |
| version="1.0.0", | |
| lifespan=lifespan, | |
| ) | |
| # CORS middleware for development | |
| app.add_middleware( | |
| CORSMiddleware, | |
| allow_origins=[ | |
| "http://localhost:5173", # Vite dev server | |
| "http://localhost:3000", | |
| "http://127.0.0.1:5173", | |
| "http://127.0.0.1:3000", | |
| ], | |
| allow_credentials=True, | |
| allow_methods=["*"], | |
| allow_headers=["*"], | |
| ) | |
| # Include routers | |
| app.include_router(agent_router) | |
| app.include_router(auth_router) | |
| # Serve static files (frontend build) in production | |
| static_path = Path(__file__).parent.parent / "static" | |
| if static_path.exists(): | |
| app.mount("/", StaticFiles(directory=str(static_path), html=True), name="static") | |
| logger.info(f"Serving static files from {static_path}") | |
| else: | |
| logger.info("No static directory found, running in API-only mode") | |
| async def api_root(): | |
| """API root endpoint.""" | |
| return { | |
| "name": "HF Agent API", | |
| "version": "1.0.0", | |
| "docs": "/docs", | |
| } | |
| if __name__ == "__main__": | |
| import uvicorn | |
| port = int(os.environ.get("PORT", 7860)) | |
| uvicorn.run(app, host="0.0.0.0", port=port) | |