main.py 4.7 KB

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  1. import argparse
  2. import asyncio
  3. import signal
  4. import uuid
  5. from exo.orchestration.standard_node import StandardNode
  6. from exo.networking.grpc.grpc_server import GRPCServer
  7. from exo.networking.grpc.grpc_discovery import GRPCDiscovery
  8. from exo.topology.ring_memory_weighted_partitioning_strategy import RingMemoryWeightedPartitioningStrategy
  9. from exo.api import ChatGPTAPI
  10. from exo.helpers import print_yellow_exo, find_available_port, DEBUG, get_inference_engine, get_system_info
  11. # parse args
  12. parser = argparse.ArgumentParser(description="Initialize GRPC Discovery")
  13. parser.add_argument("--node-id", type=str, default=str(uuid.uuid4()), help="Node ID")
  14. parser.add_argument("--node-host", type=str, default="0.0.0.0", help="Node host")
  15. parser.add_argument("--node-port", type=int, default=None, help="Node port")
  16. parser.add_argument("--listen-port", type=int, default=5678, help="Listening port for discovery")
  17. parser.add_argument("--prometheus-client-port", type=int, default=None, help="Prometheus client port")
  18. parser.add_argument("--broadcast-port", type=int, default=5678, help="Broadcast port for discovery")
  19. parser.add_argument("--discovery-timeout", type=int, default=30, help="Discovery timeout in seconds")
  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("--max-generate-tokens", type=int, default=256, help="Max tokens to generate in each request")
  24. parser.add_argument("--inference-engine", type=str, default=None, help="Inference engine to use")
  25. parser.add_argument("--disable-tui", action=argparse.BooleanOptionalAction, help="Disable TUI")
  26. args = parser.parse_args()
  27. print_yellow_exo()
  28. system_info = get_system_info()
  29. print(f"Detected system: {system_info}")
  30. inference_engine_name = args.inference_engine or ("mlx" if system_info == "Apple Silicon Mac" else "tinygrad")
  31. inference_engine = get_inference_engine(inference_engine_name)
  32. print(f"Using inference engine: {inference_engine.__class__.__name__}")
  33. if args.node_port is None:
  34. args.node_port = find_available_port(args.node_host)
  35. if DEBUG >= 1: print(f"Using available port: {args.node_port}")
  36. discovery = GRPCDiscovery(args.node_id, args.node_port, args.listen_port, args.broadcast_port, discovery_timeout=args.discovery_timeout)
  37. node = StandardNode(
  38. args.node_id,
  39. None,
  40. inference_engine,
  41. discovery,
  42. partitioning_strategy=RingMemoryWeightedPartitioningStrategy(),
  43. chatgpt_api_endpoint=f"http://localhost:{args.chatgpt_api_port}/v1/chat/completions",
  44. web_chat_url=f"http://localhost:{args.chatgpt_api_port}",
  45. disable_tui=args.disable_tui,
  46. max_generate_tokens=args.max_generate_tokens,
  47. )
  48. server = GRPCServer(node, args.node_host, args.node_port)
  49. node.server = server
  50. api = ChatGPTAPI(node, inference_engine.__class__.__name__, response_timeout_secs=args.chatgpt_api_response_timeout_secs)
  51. node.on_token.register("main_log").on_next(lambda _, tokens, __: print(inference_engine.tokenizer.decode(tokens) if hasattr(inference_engine, "tokenizer") else tokens))
  52. if args.prometheus_client_port:
  53. from exo.stats.metrics import start_metrics_server
  54. start_metrics_server(node, args.prometheus_client_port)
  55. async def shutdown(signal, loop):
  56. """Gracefully shutdown the server and close the asyncio loop."""
  57. print(f"Received exit signal {signal.name}...")
  58. print("Thank you for using exo.")
  59. print_yellow_exo()
  60. server_tasks = [t for t in asyncio.all_tasks() if t is not asyncio.current_task()]
  61. [task.cancel() for task in server_tasks]
  62. print(f"Cancelling {len(server_tasks)} outstanding tasks")
  63. await asyncio.gather(*server_tasks, return_exceptions=True)
  64. await server.stop()
  65. loop.stop()
  66. async def main():
  67. loop = asyncio.get_running_loop()
  68. # Use a more direct approach to handle signals
  69. def handle_exit():
  70. asyncio.ensure_future(shutdown(signal.SIGTERM, loop))
  71. for s in [signal.SIGINT, signal.SIGTERM]:
  72. loop.add_signal_handler(s, handle_exit)
  73. await node.start(wait_for_peers=args.wait_for_peers)
  74. asyncio.create_task(api.run(port=args.chatgpt_api_port)) # Start the API server as a non-blocking task
  75. await asyncio.Event().wait()
  76. if __name__ == "__main__":
  77. loop = asyncio.new_event_loop()
  78. asyncio.set_event_loop(loop)
  79. try:
  80. loop.run_until_complete(main())
  81. except KeyboardInterrupt:
  82. print("Received keyboard interrupt. Shutting down...")
  83. finally:
  84. loop.run_until_complete(shutdown(signal.SIGTERM, loop))
  85. loop.close()