import logging # noqa I251 CRITICAL = logging.CRITICAL FATAL = logging.FATAL ERROR = logging.ERROR WARNING = logging.WARNING INFO = logging.INFO DEBUG = logging.DEBUG NOTSET = logging.NOTSET _loggers = set() _log_level = NOTSET DATE_FORMAT = "%Y-%m-%d %H:%M:%S" LOG_FORMAT = "%(asctime)s %(levelname)s [%(filename)s:%(lineno)d] %(message)s" def get_logger(name: str) -> logging.Logger: """ Create a logger with the specified name. The logger will use the log level specified by set_log_level() """ logger = logging.getLogger(name=name) # If we've already set the log level, make sure new loggers use it if _log_level != NOTSET: logger.setLevel(_log_level) # Keep track of this logger so that we can change the log level later _loggers.add(logger) return logger def set_log_level(log_level: int) -> None: """ Set the ML-Agents logging level. This will also configure the logging format (if it hasn't already been set). """ global _log_level _log_level = log_level # Configure the log format. # In theory, this would be sufficient, but if another library calls logging.basicConfig # first, it doesn't have any effect. logging.basicConfig(level=_log_level, format=LOG_FORMAT, datefmt=DATE_FORMAT) for logger in _loggers: logger.setLevel(log_level)