# 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. from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import sys import logging from paddle.fluid.dygraph.parallel import ParallelEnv __all__ = [] def setup_logger(output=None, name="hapi", log_level=logging.INFO): """ Initialize logger of hapi 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. Default: 'hapi'. log_level (enum): log level. eg.'INFO', 'DEBUG', 'ERROR'. Default: logging.INFO. Returns: logging.Logger: a logger """ logger = logging.getLogger(name) logger.propagate = False logger.setLevel(log_level) format_str = '%(asctime)s - %(name)s - %(levelname)s - %(message)s' # stdout logging: only local rank==0 local_rank = ParallelEnv().local_rank if local_rank == 0 and len(logger.handlers) == 0: ch = logging.StreamHandler(stream=sys.stdout) ch.setLevel(log_level) ch.setFormatter(logging.Formatter(format_str)) logger.addHandler(ch) # file logging if output is not None: 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) if not os.path.exists(os.path.dirname(filename)): os.makedirs(os.path.dirname(filename)) fh = logging.StreamHandler(filename) fh.setLevel(log_level) fh.setFormatter(logging.Formatter(format_str)) logger.addHandler(fh) return logger