import logging from mmcv.runner import get_dist_info def get_root_logger(log_file=None, log_level=logging.INFO): """Get the root logger. The logger will be initialized if it has not been initialized. By default a StreamHandler will be added. If `log_file` is specified, a FileHandler will also be added. The name of the root logger is the top-level package name, e.g., "openselfsup". Args: log_file (str | None): The log filename. If specified, a FileHandler will be added to the root logger. log_level (int): The root logger level. Note that only the process of rank 0 is affected, while other processes will set the level to "Error" and be silent most of the time. Returns: logging.Logger: The root logger. """ logger = logging.getLogger(__name__.split('.')[0]) # i.e., openselfsup # if the logger has been initialized, just return it if logger.hasHandlers(): return logger format_str = '%(asctime)s - %(name)s - %(levelname)s - %(message)s' logging.basicConfig(format=format_str, level=log_level) rank, _ = get_dist_info() if rank != 0: logger.setLevel('ERROR') elif log_file is not None: file_handler = logging.FileHandler(log_file, 'w') file_handler.setFormatter(logging.Formatter(format_str)) file_handler.setLevel(log_level) logger.addHandler(file_handler) return logger def print_log(msg, logger=None, level=logging.INFO): """Print a log message. Args: msg (str): The message to be logged. logger (logging.Logger | str | None): The logger to be used. Some special loggers are: - "root": the root logger obtained with `get_root_logger()`. - "silent": no message will be printed. - None: The `print()` method will be used to print log messages. level (int): Logging level. Only available when `logger` is a Logger object or "root". """ if logger is None: print(msg) elif logger == 'root': _logger = get_root_logger() _logger.log(level, msg) elif isinstance(logger, logging.Logger): logger.log(level, msg) elif logger != 'silent': raise TypeError( 'logger should be either a logging.Logger object, "root", ' '"silent" or None, but got {}'.format(logger))