"""This files contains util functions supporting logging to terminal and files. Copyright (2024) Bytedance Ltd. and/or its affiliates 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 functools import sys from accelerate.logging import MultiProcessAdapter import logging from termcolor import colored from iopath.common.file_io import PathManager as PathManagerClass __all__ = ["setup_logger", "PathManager"] PathManager = PathManagerClass() class _ColorfulFormatter(logging.Formatter): def __init__(self, *args, **kwargs): self._root_name = kwargs.pop("root_name") + "." self._abbrev_name = kwargs.pop("abbrev_name", self._root_name) if len(self._abbrev_name): self._abbrev_name = self._abbrev_name + "." super(_ColorfulFormatter, self).__init__(*args, **kwargs) def formatMessage(self, record): record.name = record.name.replace(self._root_name, self._abbrev_name) log = super(_ColorfulFormatter, self).formatMessage(record) if record.levelno == logging.WARNING: prefix = colored("WARNING", "red", attrs=["blink"]) elif record.levelno == logging.ERROR or record.levelno == logging.CRITICAL: prefix = colored("ERROR", "red", attrs=["blink", "underline"]) else: return log return prefix + " " + log @functools.lru_cache() def setup_logger(name="TiTok", log_level: str = None, color=True, use_accelerate=True, output_file=None): logger = logging.getLogger(name) if log_level is None: logger.setLevel(logging.DEBUG) else: logger.setLevel(log_level.upper()) plain_formatter = logging.Formatter( "[%(asctime)s] %(name)s %(levelname)s: %(message)s", datefmt="%m/%d %H:%M:%S" ) ch = logging.StreamHandler(stream=sys.stdout) ch.setLevel(logging.DEBUG) if color: formatter = _ColorfulFormatter( colored("[%(asctime)s %(name)s]: ", "green") + "%(message)s", datefmt="%m/%d %H:%M:%S", root_name=name, ) else: formatter = plain_formatter ch.setFormatter(formatter) logger.addHandler(ch) if output_file is not None: fileHandler = logging.FileHandler(output_file) fileHandler.setFormatter(formatter) logger.addHandler(fileHandler) if use_accelerate: return MultiProcessAdapter(logger, {}) else: return logger