import logging class FileLogger: def __init__(self, is_master=False, is_rank0=False, output_dir=None, logger_name='training'): # only call by master # checked outside the class self.output_dir = output_dir if is_rank0: self.logger_name = logger_name self.logger = self.get_logger(output_dir, log_to_file=is_master) else: self.logger_name = None self.logger = NoOp() def get_logger(self, output_dir, log_to_file): logger = logging.getLogger(self.logger_name) logger.setLevel(logging.DEBUG) formatter = logging.Formatter('%(message)s') if output_dir and log_to_file: time_formatter = logging.Formatter('%(asctime)s - %(filename)s:%(lineno)d - %(message)s') debuglog = logging.FileHandler(output_dir+'/debug.log') debuglog.setLevel(logging.DEBUG) debuglog.setFormatter(time_formatter) logger.addHandler(debuglog) console = logging.StreamHandler() console.setFormatter(formatter) console.setLevel(logging.DEBUG) logger.addHandler(console) # Reference: https://stackoverflow.com/questions/21127360/python-2-7-log-displayed-twice-when-logging-module-is-used-in-two-python-scri logger.propagate = False return logger def console(self, *args): self.logger.debug(*args) def event(self, *args): self.logger.warn(*args) def verbose(self, *args): self.logger.info(*args) def info(self, *args): self.logger.info(*args) # no_op method/object that accept every signature class NoOp: def __getattr__(self, *args): def no_op(*args, **kwargs): pass return no_op