# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # # 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 logging import os import sys import paddle.distributed as dist __all__ = ['setup_logger'] logger_initialized = [] def setup_logger(name="ppdet", output=None): """ Initialize logger and set its verbosity level to INFO. Args: output (str): a file name or a directory to save log. If None, will not save log file. If ends with ".txt" or ".log", assumed to be a file name. Otherwise, logs will be saved to `output/log.txt`. name (str): the root module name of this logger Returns: logging.Logger: a logger """ logger = logging.getLogger(name) if name in logger_initialized: return logger logger.setLevel(logging.INFO) logger.propagate = False formatter = logging.Formatter( "[%(asctime)s] %(name)s %(levelname)s: %(message)s", datefmt="%m/%d %H:%M:%S") # stdout logging: master only local_rank = dist.get_rank() if local_rank == 0: ch = logging.StreamHandler(stream=sys.stdout) ch.setLevel(logging.DEBUG) ch.setFormatter(formatter) logger.addHandler(ch) # file logging: all workers if output is not None: if output.endswith(".txt") or output.endswith(".log"): filename = output else: filename = os.path.join(output, "log.txt") if local_rank > 0: filename = filename + ".rank{}".format(local_rank) os.makedirs(os.path.dirname(filename)) fh = logging.FileHandler(filename, mode='a') fh.setLevel(logging.DEBUG) fh.setFormatter(logging.Formatter()) logger.addHandler(fh) logger_initialized.append(name) return logger