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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def setup_logging():
 """Function to configure log hadlers. .. important:: Configuration, if needed, should be applied before invoking this decorator, as starting the subscriber process for logging will configure the root logger for the child process based on the state of :obj:`bigchaindb.config` at the moment this decorator is invoked. """


    logging_configs = DEFAULT_LOGGING_CONFIG
    new_logging_configs = bigchaindb.config['log']

    if 'file' in new_logging_configs:
        filename = new_logging_configs['file']
        logging_configs['handlers']['file']['filename'] = filename

    if 'error_file' in new_logging_configs:
        error_filename = new_logging_configs['error_file']
        logging_configs['handlers']['errors']['filename'] = error_filename

    if 'level_console' in new_logging_configs:
        level = _normalize_log_level(new_logging_configs['level_console'])
        logging_configs['handlers']['console']['level'] = level

    if 'level_logfile' in new_logging_configs:
        level = _normalize_log_level(new_logging_configs['level_logfile'])
        logging_configs['handlers']['file']['level'] = level

    if 'fmt_console' in new_logging_configs:
        fmt = new_logging_configs['fmt_console']
        logging_configs['formatters']['console']['format'] = fmt

    if 'fmt_logfile' in new_logging_configs:
        fmt = new_logging_configs['fmt_logfile']
        logging_configs['formatters']['file']['format'] = fmt

    if 'datefmt_console' in new_logging_configs:
        fmt = new_logging_configs['datefmt_console']
        logging_configs['formatters']['console']['datefmt'] = fmt

    if 'datefmt_logfile' in new_logging_configs:
        fmt = new_logging_configs['datefmt_logfile']
        logging_configs['formatters']['file']['datefmt'] = fmt

    log_levels = new_logging_configs.get('granular_levels', {})

    for logger_name, level in log_levels.items():
        level = _normalize_log_level(level)
        try:
            logging_configs['loggers'][logger_name]['level'] = level
        except KeyError:
            logging_configs['loggers'][logger_name] = {'level': level}

    set_logging_config(logging_configs)