# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserve. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os import sys import logging import functools import paddle.distributed as dist logger_initialized = {} @functools.lru_cache() def get_logger(name='root', log_file=None, log_level=logging.INFO): """Initialize and get a logger by name. If the logger has not been initialized, this method will initialize the logger by adding one or two handlers, otherwise the initialized logger will be directly returned. During initialization, a StreamHandler will always be added. If `log_file` is specified a FileHandler will also be added. Args: name (str): Logger name. log_file (str | None): The log filename. If specified, a FileHandler will be added to the logger. log_level (int): The logger level. Note that only the process of rank 0 is affected, and other processes will set the level to "Error" thus be silent most of the time. Returns: logging.Logger: The expected logger. """ logger = logging.getLogger(name) if name in logger_initialized: return logger for logger_name in logger_initialized: if name.startswith(logger_name): return logger formatter = logging.Formatter( '[%(asctime)s] %(name)s %(levelname)s: %(message)s', datefmt="%Y/%m/%d %H:%M:%S") stream_handler = logging.StreamHandler(stream=sys.stdout) stream_handler.setFormatter(formatter) logger.addHandler(stream_handler) if log_file is not None and dist.get_rank() == 0: log_file_folder = os.path.split(log_file)[0] os.makedirs(log_file_folder, exist_ok=True) file_handler = logging.FileHandler(log_file, 'a') file_handler.setFormatter(formatter) logger.addHandler(file_handler) if dist.get_rank() == 0: logger.setLevel(log_level) else: logger.setLevel(logging.ERROR) logger_initialized[name] = True return logger