import argparse import os import sys from pathlib import Path def run_server(port: int = 8000, host: str = "127.0.0.1"): import uvicorn uvicorn.run("app.server:app", host=host, port=port, reload=False, timeout_keep_alive=65) def run_pipeline(image_path: Path, write_blockchain: bool = True, max_results: int = None, threshold: float = None): from app.pipeline import FaceIDPipeline pipeline = FaceIDPipeline() if threshold is not None: pipeline.similarity_threshold = threshold result = pipeline.run( image_path, write_blockchain=write_blockchain, max_results=max_results, ) print("\n" + "=" * 64) print("FACEID FORENSIC VERIFICATION COMPLETE") print("=" * 64) print(f"Status : {result['verification']['status']}") print(f"Face detected : {result['face']['detected']}") print(f"Face count : {result['face']['count']}") print(f"SHA-256 : {result['image']['sha256']}") print(f"pHash : {result['image']['phash']}") print(f"Search results : {result['reverse_search']['count']}") print(f"Best similarity : {result['verification']['best_similarity']:.4f}") print(f"Report : {result['report_path']}") blockchain = result.get("blockchain") if blockchain and blockchain.get("submitted"): print(f"Network : {blockchain['network']}") print(f"Transaction : {blockchain['tx_hash']}") print(f"Explorer : {blockchain['explorer_url']}") else: print("Blockchain : NOT SUBMITTED") print("=" * 64) return result def main(): default_port = int(os.getenv("PORT", "8000")) default_host = os.getenv("HOST", "0.0.0.0" if os.getenv("PORT") else "127.0.0.1") parser = argparse.ArgumentParser( description="FaceID — Biometric Provenance & OSINT Forensic Pipeline" ) parser.add_argument("--image", type=str, default=None, help="Path to input face image") parser.add_argument("--serve", action="store_true", help="Launch interactive Web UI & REST API") parser.add_argument("--port", type=int, default=default_port, help=f"Port to bind server (default: {default_port})") parser.add_argument("--host", type=str, default=default_host, help=f"Host address (default: {default_host})") parser.add_argument("--no-blockchain", action="store_true", help="Skip blockchain registration") parser.add_argument("--top-k", "--max-results", type=int, default=None, dest="top_k", help="Max search candidates to inspect") parser.add_argument("--threshold", type=float, default=None, help="Minimum cosine similarity threshold") parser.add_argument("--log-level", type=str, default="INFO", help="Logging level") args = parser.parse_args() if args.serve: print(f"Starting FaceID on http://{args.host}:{args.port}...") run_server(port=args.port, host=args.host) return if args.image: img_path = Path(args.image) if not img_path.exists(): print(f"ERROR: Target image not found: {img_path}") sys.exit(1) run_pipeline( image_path=img_path, write_blockchain=not args.no_blockchain, max_results=args.top_k, threshold=args.threshold, ) else: parser.print_help() if __name__ == "__main__": main()