# Copyright (C) 2018-2025 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import importlib.util import logging as log import os import re from copy import copy # WA for abseil bug that affects logging while importing TF starting 1.14 version # Link to original issue: https://github.com/abseil/abseil-py/issues/99 if importlib.util.find_spec('absl') is not None: import absl.logging # pylint: disable=import-error log.root.removeHandler(absl.logging._absl_handler) handler_num = 0 class LvlFormatter(log.Formatter): format_dict = { log.DEBUG: "[ %(asctime)s ] [ %(levelname)s ] [ %(module)s:%(lineno)d ] %(msg)s", log.INFO: "[ %(levelname)s ] %(msg)s", log.WARNING: "[ WARNING ] %(msg)s", log.ERROR: "[ %(levelname)s ] %(msg)s", log.CRITICAL: "[ %(levelname)s ] %(msg)s", 'framework_error': "[ FRAMEWORK ERROR ] %(msg)s", 'analysis_info': "[ ANALYSIS INFO ] %(msg)s" } def __init__(self, lvl, fmt=None): log.Formatter.__init__(self, fmt) self.lvl = lvl def format(self, record: log.LogRecord): if self.lvl == 'DEBUG': self._style._fmt = self.format_dict[log.DEBUG] else: self._style._fmt = self.format_dict[record.levelno] if 'is_warning' in record.__dict__.keys(): self._style._fmt = self.format_dict[log.WARNING] if 'framework_error' in record.__dict__.keys(): self._style._fmt = self.format_dict['framework_error'] if 'analysis_info' in record.__dict__.keys(): self._style._fmt = self.format_dict['analysis_info'] return log.Formatter.format(self, record) class TagFilter(log.Filter): def __init__(self, regex: str): self.regex = regex def filter(self, record: log.LogRecord): if record.__dict__['funcName'] == 'load_grammar': # for nx not to log into our logs return False if self.regex: if 'tag' in record.__dict__.keys(): tag = record.__dict__['tag'] return re.findall(self.regex, tag) else: return False return True # if regex wasn't set print all logs def init_logger(lvl: str, verbose: bool, python_api_used: bool): if verbose and python_api_used: # We need to not override logger in case of verbose=True to allow user set a log level return global handler_num log_exp = os.environ.get('MO_LOG_PATTERN') if not verbose: lvl = 'ERROR' fmt = LvlFormatter(lvl=lvl) handler = log.StreamHandler() handler.setFormatter(fmt) logger = log.getLogger() logger.setLevel(lvl) logger.addFilter(TagFilter(regex=log_exp)) if handler_num == 0 and len(logger.handlers) == 0: logger.addHandler(handler) handler_num += 1 def get_logger_state(): logger = log.getLogger() return logger.level, copy(logger.filters), copy(logger.handlers) def restore_logger_state(state: tuple): level, filters, handlers = state logger = log.getLogger() logger.setLevel(level) logger.filters = filters logger.handlers = handlers