import atexit import logging import os import sys import time import torch from termcolor import colored __all__ = ["setup_logger", ] class _ColorfulFormatter(logging.Formatter): def __init__(self, *args, **kwargs): self._root_name = kwargs.pop("root_name") + "." self._abbrev_name = kwargs.pop("abbrev_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 def setup_logger( output=None, distributed_rank=0, *, name='metricdepth', color=True, abbrev_name=None ): """ Initialize the detectron2 logger and set its verbosity level to "DEBUG". 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`. abbrev_name (str): an abbreviation of the module, to avoid log names in logs. Set to "" not log the root module in logs. By default, will abbreviate "detectron2" to "d2" and leave other modules unchanged. Returns: logging.Logger: a logger """ logger = logging.getLogger() logger.setLevel(logging.INFO) # NOTE: if more detailed, change it to logging.DEBUG logger.propagate = False if abbrev_name is None: abbrev_name = "d2" plain_formatter = logging.Formatter( "[%(asctime)s] %(name)s %(levelname)s %(message)s ", datefmt="%m/%d %H:%M:%S" ) # stdout logging: master only if distributed_rank == 0: ch = logging.StreamHandler(stream=sys.stdout) ch.setLevel(logging.INFO) # NOTE: if more detailed, change it to logging.DEBUG if color: formatter = _ColorfulFormatter( colored("[%(asctime)s %(name)s]: ", "green") + "%(message)s", datefmt="%m/%d %H:%M:%S", root_name=name, abbrev_name=str(abbrev_name), ) else: formatter = plain_formatter 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 distributed_rank > 0: filename = filename + ".rank{}".format(distributed_rank) os.makedirs(os.path.dirname(filename), exist_ok=True) fh = logging.StreamHandler(_cached_log_stream(filename)) fh.setLevel(logging.INFO) # NOTE: if more detailed, change it to logging.DEBUG fh.setFormatter(plain_formatter) logger.addHandler(fh) return logger from iopath.common.file_io import PathManager as PathManagerBase PathManager = PathManagerBase() # cache the opened file object, so that different calls to 'setup_logger # with the same file name can safely write to the same file. def _cached_log_stream(filename): # use 1K buffer if writting to cloud storage io = PathManager.open(filename, "a", buffering=1024 if "://" in filename else -1) atexit.register(io.close) return io