#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. # All rights reserved. # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. import functools import logging import time from typing import Any, Dict, List, Tuple import torch.distributed as dist from torch.distributed.logging_handlers import _log_handlers __all__: List[str] = [] def _get_or_create_logger() -> logging.Logger: logging_handler, log_handler_name = _get_logging_handler() logger = logging.getLogger(f"c10d-{log_handler_name}") logger.setLevel(logging.DEBUG) formatter = logging.Formatter( "%(asctime)s %(filename)s:%(lineno)s %(levelname)s p:%(processName)s t:%(threadName)s: %(message)s" ) logging_handler.setFormatter(formatter) logger.propagate = False logger.addHandler(logging_handler) return logger def _get_logging_handler(destination: str = "default") -> Tuple[logging.Handler, str]: log_handler = _log_handlers[destination] log_handler_name = type(log_handler).__name__ return (log_handler, log_handler_name) global _c10d_logger _c10d_logger = _get_or_create_logger() def _get_msg_dict(func_name, *args, **kwargs) -> Dict[str, Any]: if dist.is_initialized(): msg_dict = { "func_name": f"{func_name}", "args": f"{args}, {kwargs}", "pg_name": f"{dist._get_process_group_name(kwargs.get('pg'))}", # type: ignore[arg-type] "backend": f"{dist.get_backend(kwargs.get('group'))}", "world_size": f"{dist.get_world_size()}", "group_size": f"{dist.get_world_size(kwargs.get('group'))}", "global_rank": f"{dist.get_rank()}", "local_rank": f"{dist.get_rank(kwargs.get('group'))}", } else: msg_dict = { "func_name": f"{func_name}", "args": f"{args}, {kwargs}", } return msg_dict def _exception_logger(func): @functools.wraps(func) def wrapper(*args, **kwargs): try: return func(*args, **kwargs) except Exception as error: msg_dict = _get_msg_dict(func.__name__, *args, **kwargs) msg_dict["error"] = f"{error}" _c10d_logger.debug(msg_dict) raise return wrapper def _time_logger(func): @functools.wraps(func) def wrapper(*args, **kwargs): t1 = time.time_ns() func_return = func(*args, **kwargs) time_spent = time.time_ns() - t1 msg_dict = _get_msg_dict(func.__name__, *args, **kwargs) msg_dict["time_spent"] = f"{time_spent}ns" _c10d_logger.debug(msg_dict) return func_return return wrapper