main.py 4.4 KB

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  1. import argparse
  2. import asyncio
  3. import signal
  4. import uuid
  5. from typing import List
  6. from exo.orchestration.standard_node import StandardNode
  7. from exo.networking.grpc.grpc_server import GRPCServer
  8. from exo.networking.grpc.grpc_discovery import GRPCDiscovery
  9. from exo.topology.ring_memory_weighted_partitioning_strategy import RingMemoryWeightedPartitioningStrategy
  10. from exo.api import ChatGPTAPI
  11. from exo.helpers import print_yellow_exo, find_available_port, DEBUG, get_inference_engine, get_system_info
  12. # parse args
  13. parser = argparse.ArgumentParser(description="Initialize GRPC Discovery")
  14. parser.add_argument("--node-id", type=str, default=str(uuid.uuid4()), help="Node ID")
  15. parser.add_argument("--node-host", type=str, default="0.0.0.0", help="Node host")
  16. parser.add_argument("--node-port", type=int, default=None, help="Node port")
  17. parser.add_argument("--listen-port", type=int, default=5678, help="Listening port for discovery")
  18. parser.add_argument("--prometheus-client-port", type=int, default=None, help="Prometheus client port")
  19. parser.add_argument("--broadcast-port", type=int, default=5678, help="Broadcast port for discovery")
  20. parser.add_argument("--wait-for-peers", type=int, default=0, help="Number of peers to wait to connect to before starting")
  21. parser.add_argument("--chatgpt-api-port", type=int, default=8000, help="ChatGPT API port")
  22. parser.add_argument("--chatgpt-api-response-timeout-secs", type=int, default=90, help="ChatGPT API response timeout in seconds")
  23. parser.add_argument("--inference-engine", type=str, default=None, help="Inference engine to use")
  24. parser.add_argument("--disable-tui", action=argparse.BooleanOptionalAction, help="Disable TUI")
  25. args = parser.parse_args()
  26. print_yellow_exo()
  27. system_info = get_system_info()
  28. print(f"Detected system: {system_info}")
  29. inference_engine_name = args.inference_engine or ("mlx" if system_info == "Apple Silicon Mac" else "tinygrad")
  30. inference_engine = get_inference_engine(inference_engine_name)
  31. print(f"Using inference engine: {inference_engine.__class__.__name__}")
  32. if args.node_port is None:
  33. args.node_port = find_available_port(args.node_host)
  34. if DEBUG >= 1: print(f"Using available port: {args.node_port}")
  35. discovery = GRPCDiscovery(args.node_id, args.node_port, args.listen_port, args.broadcast_port)
  36. node = StandardNode(args.node_id, None, inference_engine, discovery, partitioning_strategy=RingMemoryWeightedPartitioningStrategy(), chatgpt_api_endpoint=f"http://localhost:{args.chatgpt_api_port}/v1/chat/completions", web_chat_url=f"http://localhost:{args.chatgpt_api_port}", disable_tui=args.disable_tui)
  37. server = GRPCServer(node, args.node_host, args.node_port)
  38. node.server = server
  39. api = ChatGPTAPI(node, inference_engine.__class__.__name__, response_timeout_secs=args.chatgpt_api_response_timeout_secs)
  40. node.on_token.register("main_log").on_next(lambda _, tokens , __: print(inference_engine.tokenizer.decode(tokens) if hasattr(inference_engine, "tokenizer") else tokens))
  41. if args.prometheus_client_port:
  42. from exo.stats.metrics import start_metrics_server
  43. start_metrics_server(node, args.prometheus_client_port)
  44. async def shutdown(signal, loop):
  45. """Gracefully shutdown the server and close the asyncio loop."""
  46. print(f"Received exit signal {signal.name}...")
  47. print("Thank you for using exo.")
  48. print_yellow_exo()
  49. server_tasks = [t for t in asyncio.all_tasks() if t is not asyncio.current_task()]
  50. [task.cancel() for task in server_tasks]
  51. print(f"Cancelling {len(server_tasks)} outstanding tasks")
  52. await asyncio.gather(*server_tasks, return_exceptions=True)
  53. await server.stop()
  54. loop.stop()
  55. async def main():
  56. loop = asyncio.get_running_loop()
  57. # Use a more direct approach to handle signals
  58. def handle_exit():
  59. asyncio.ensure_future(shutdown(signal.SIGTERM, loop))
  60. for s in [signal.SIGINT, signal.SIGTERM]:
  61. loop.add_signal_handler(s, handle_exit)
  62. await node.start(wait_for_peers=args.wait_for_peers)
  63. asyncio.create_task(api.run(port=args.chatgpt_api_port)) # Start the API server as a non-blocking task
  64. await asyncio.Event().wait()
  65. if __name__ == "__main__":
  66. loop = asyncio.new_event_loop()
  67. asyncio.set_event_loop(loop)
  68. try:
  69. loop.run_until_complete(main())
  70. except KeyboardInterrupt:
  71. print("Received keyboard interrupt. Shutting down...")
  72. finally:
  73. loop.run_until_complete(shutdown(signal.SIGTERM, loop))
  74. loop.close()