Python logging.INFO Examples

def get_logger(cls,logger_name,create_file=False):

        # create logger for prd_ci
        log = logging.getLogger(logger_name)
        log.setLevel(level=logging.INFO)

        # create formatter and add it to the handlers
        formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')

        if create_file:
                # create file handler for logger.
                fh = logging.FileHandler('SPOT.log')
                fh.setLevel(level=logging.DEBUG)
                fh.setFormatter(formatter)
        # reate console handler for logger.
        ch = logging.StreamHandler()
        ch.setLevel(level=logging.DEBUG)
        ch.setFormatter(formatter)

        # add handlers to logger.
        if create_file:
            log.addHandler(fh)

        log.addHandler(ch)
        return  log 

def setup_logging(log_dir):
    log_file_format = "[%(levelname)s] - %(asctime)s - %(name)s - : %(message)s in %(pathname)s:%(lineno)d"
    log_console_format = "[%(levelname)s]: %(message)s"

    # Main logger
    main_logger = logging.getLogger()
    main_logger.setLevel(logging.INFO)

    console_handler = logging.StreamHandler()
    console_handler.setLevel(logging.INFO)
    console_handler.setFormatter(Formatter(log_console_format))

    exp_file_handler = RotatingFileHandler('{}exp_debug.log'.format(log_dir), maxBytes=10**6, backupCount=5)
    exp_file_handler.setLevel(logging.DEBUG)
    exp_file_handler.setFormatter(Formatter(log_file_format))

    exp_errors_file_handler = RotatingFileHandler('{}exp_error.log'.format(log_dir), maxBytes=10**6, backupCount=5)
    exp_errors_file_handler.setLevel(logging.WARNING)
    exp_errors_file_handler.setFormatter(Formatter(log_file_format))

    main_logger.addHandler(console_handler)
    main_logger.addHandler(exp_file_handler)
    main_logger.addHandler(exp_errors_file_handler) 

def init_logging(log_file=None, append=False, console_loglevel=logging.INFO):
    """Set up logging to file and console."""
    if log_file is not None:
        if append:
            filemode_val = 'a'
        else:
            filemode_val = 'w'
        logging.basicConfig(level=logging.DEBUG,
                            format="%(asctime)s %(levelname)s %(threadName)s %(name)s %(message)s",
                            # datefmt='%m-%d %H:%M',
                            filename=log_file,
                            filemode=filemode_val)
    # define a Handler which writes INFO messages or higher to the sys.stderr
    console = logging.StreamHandler()
    console.setLevel(console_loglevel)
    # set a format which is simpler for console use
    formatter = logging.Formatter("%(message)s")
    console.setFormatter(formatter)
    # add the handler to the root logger
    logging.getLogger('').addHandler(console)
    global LOG
    LOG = logging.getLogger(__name__) 

def __init__(self, model_nm, logfile=None, props=None,
                 loglevel=logging.INFO):
        self.model_nm = model_nm
        self.graph = nx.Graph()
        if props is None:
            self.props = {}
        else:
            self.props = props
            logfile = self.get("log_fname")
        self.logger = Logger(self, model_name=model_nm,logfile=logfile)
        self.graph.add_edge(self, self.logger)
        self["OS"] = platform.system()
        self["model"] = model_nm
        # process command line args and set them as properties:
        prop_nm = None
        for arg in sys.argv:
            # the first arg (-prop) names the property
            if arg.startswith(SWITCH):
                prop_nm = arg.lstrip(SWITCH)
            # the second arg is the property value
            elif prop_nm is not None:
                self[prop_nm] = arg
                prop_nm = None 

def get_logger(cls, logger_name, create_file=False):

        # create logger for prd_ci
        log = logging.getLogger(logger_name)
        log.setLevel(level=logging.INFO)

        # create formatter and add it to the handlers
        formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')

        if create_file:
            # create file handler for logger.
            fh = logging.FileHandler('oa.log')
            fh.setLevel(level=logging.DEBUG)
            fh.setFormatter(formatter)
        # reate console handler for logger.
        ch = logging.StreamHandler()
        ch.setLevel(level=logging.DEBUG)
        ch.setFormatter(formatter)

        # add handlers to logger.
        if create_file:
            log.addHandler(fh)

        log.addHandler(ch)
        return log 

def parse_args():
    parser = argparse.ArgumentParser(description = "Bass")
    parser.add_argument("-v", "--verbose", action = "count", default = 0, help = "Increase verbosity")
    parser.add_argument("samples", metavar = "sample", nargs = "+", help = "Sample path") 

    args = parser.parse_args()

    try:
        loglevel = {
            0: logging.ERROR,
            1: logging.WARN,
            2: logging.INFO
        }[args.verbose]
    except KeyError:
        loglevel = logging.DEBUG

    logging.basicConfig(level = loglevel)
    logging.getLogger().setLevel(loglevel)

    return args 

def parse_args():
    parser = argparse.ArgumentParser(description = "Add samples to BASS whitelist")
    parser.add_argument("-v", "--verbose", action = "count", default = 0, help = "Increase verbosity")
    parser.add_argument("--url", type = str, default = "http://localhost:5000", help = "URL of BASS server")
    parser.add_argument("sample", help = "Whitelist sample")

    args = parser.parse_args()

    try:
        loglevel = {
            0: logging.ERROR,
            1: logging.WARN,
            2: logging.INFO}[args.verbose]
    except KeyError:
        loglevel = logging.DEBUG
    logging.basicConfig(level = loglevel)
    logging.getLogger().setLevel(loglevel)

    return args 

def parse_args():
    parser = argparse.ArgumentParser(description = "Find common ngrams in binary files")
    parser.add_argument("-v", "--verbose", action = "count", default = 0, help = "Increase verbosity")
    parser.add_argument("--output", type = str, default = None, help = "Output to file instead of stdout")
    parser.add_argument("--url", type = str, default = "http://localhost:5000", help = "URL of BASS server")
    parser.add_argument("samples", metavar = "sample", nargs = "+", help = "Cluster samples")

    args = parser.parse_args()

    try:
        loglevel = {
            0: logging.ERROR,
            1: logging.WARN,
            2: logging.INFO}[args.verbose]
    except KeyError:
        loglevel = logging.DEBUG
    logging.basicConfig(level = loglevel)
    logging.getLogger().setLevel(loglevel)

    return args 

def __init__(self, appid=None, logger_root='cherrypy'):
        self.logger_root = logger_root
        self.appid = appid
        if appid is None:
            self.error_log = logging.getLogger('%s.error' % logger_root)
            self.access_log = logging.getLogger('%s.access' % logger_root)
        else:
            self.error_log = logging.getLogger(
                '%s.error.%s' % (logger_root, appid))
            self.access_log = logging.getLogger(
                '%s.access.%s' % (logger_root, appid))
        self.error_log.setLevel(logging.INFO)
        self.access_log.setLevel(logging.INFO)

        # Silence the no-handlers "warning" (stderr write!) in stdlib logging
        self.error_log.addHandler(NullHandler())
        self.access_log.addHandler(NullHandler())

        cherrypy.engine.subscribe('graceful', self.reopen_files) 

def error(self, msg='', context='', severity=logging.INFO,
              traceback=False):
        """Write the given ``msg`` to the error log.

        This is not just for errors! Applications may call this at any time
        to log application-specific information.

        If ``traceback`` is True, the traceback of the current exception
        (if any) will be appended to ``msg``.
        """
        exc_info = None
        if traceback:
            exc_info = _cperror._exc_info()

        self.error_log.log(
            severity,
            ' '.join((self.time(), context, msg)),
            exc_info=exc_info,
        ) 

def main(argv):
    logging.basicConfig(level=logging.INFO)

    log_history = LogHistory(argv.config, argv.flow_dir, argv.port_dir, int(argv.num_steps), debug=True)

    channel = "sdx_stats"
    address = "192.168.99.100"
    port = 6379
    db = 0

    publisher = Publisher(channel, address, port)

    log_replay = LogReplay(log_history, publisher, int(argv.timestep), debug=True)

    # start replay
    replay_thread = Thread(target=log_replay.start)
    replay_thread.daemon = True
    replay_thread.start()

    while replay_thread.is_alive():
        try:
            replay_thread.join(1)
        except KeyboardInterrupt:
            log_replay.stop() 

def set_level(self, level):
		"""
		Set the minimum level of messages to be logged.

		Level of Log Messages
		CRITICAL	50
		ERROR	40
		WARNING	30
		INFO	20
		DEBUG	10
		NOTSET	0

		@param level: minimum level of messages to be logged
		@type level: int or long

		@return: None
		@rtype: None
		"""
		assert level in self._levelNames

		list_of_handlers = self._logger.handlers
		for handler in list_of_handlers:
			handler.setLevel(level) 

def add_log_stream(self, stream=sys.stderr, level=logging.INFO):
		"""
		Add a stream where messages are outputted to.

		@param stream: stderr/stdout or a file stream
		@type stream: file | FileIO | StringIO
		@param level: minimum level of messages to be logged
		@type level: int | long

		@return: None
		@rtype: None
		"""
		assert self.is_stream(stream)
		# assert isinstance(stream, (file, io.FileIO))
		assert level in self._levelNames

		err_handler = logging.StreamHandler(stream)
		err_handler.setFormatter(self.message_formatter)
		err_handler.setLevel(level)
		self._logger.addHandler(err_handler) 

def set_log_level(self, verbose, debug):
		"""
		Simplified way to set log level.

		@attention verbose: Ignored if 'debug' true

		@param verbose: Display info messages and higher
		@type verbose: bool
		@param debug: Display debug messages and higher
		@type debug: bool

		@return: Nothing
		@rtype: None
		"""
		if debug:
			self._logger.set_level(self._logger.DEBUG)
		elif verbose:
			self._logger.set_level(self._logger.INFO)
		else:
			self._logger.set_level(self._logger.WARNING) 

def set_level(self, level):
        """
        Set the minimum level of messages to be logged.

        Level of Log Messages
        CRITICAL    50
        ERROR    40
        WARNING    30
        INFO    20
        DEBUG    10
        NOTSET    0

        @param level: minimum level of messages to be logged
        @type level: int or long

        @return: None
        @rtype: None
        """
        assert level in self._levelNames

        list_of_handlers = self._logger.handlers
        for handler in list_of_handlers:
            handler.setLevel(level) 

def add_log_stream(self, stream=sys.stderr, level=logging.INFO):
        """
        Add a stream where messages are outputted to.

        @param stream: stderr/stdout or a file stream
        @type stream: file | FileIO | StringIO
        @param level: minimum level of messages to be logged
        @type level: int | long

        @return: None
        @rtype: None
        """
        assert self.is_stream(stream)
        # assert isinstance(stream, (file, io.FileIO))
        assert level in self._levelNames

        err_handler = logging.StreamHandler(stream)
        err_handler.setFormatter(self.message_formatter)
        err_handler.setLevel(level)
        self._logger.addHandler(err_handler) 

def set_log_level(self, verbose, debug):
        """
        Simplified way to set log level.

        @attention verbose: Ignored if 'debug' true

        @param verbose: Display info messages and higher
        @type verbose: bool
        @param debug: Display debug messages and higher
        @type debug: bool

        @return: Nothing
        @rtype: None
        """
        if debug:
            self._logger.set_level(self._logger.DEBUG)
        elif verbose:
            self._logger.set_level(self._logger.INFO)
        else:
            self._logger.set_level(self._logger.WARNING) 

def basic_logging(self) -> None:
        """
        Call this on the client object to create log handlers to output request and
        response messages.
        """
        # Request handler
        if len(request_log.handlers) == 0:
            request_handler = logging.StreamHandler()
            request_handler.setFormatter(
                logging.Formatter(fmt=self.DEFAULT_REQUEST_LOG_FORMAT)
            )
            request_log.addHandler(request_handler)
            request_log.setLevel(logging.INFO)
        # Response handler
        if len(response_log.handlers) == 0:
            response_handler = logging.StreamHandler()
            response_handler.setFormatter(
                logging.Formatter(fmt=self.DEFAULT_RESPONSE_LOG_FORMAT)
            )
            response_log.addHandler(response_handler)
            response_log.setLevel(logging.INFO) 

def setup_logging(log_loc):
    if os.path.exists(log_loc):
        shutil.move(log_loc, log_loc + "_" + str(int(os.path.getctime(log_loc))))
    os.makedirs(log_loc)

    log_file = '{}/benchmark.log'.format(log_loc)
    LOGGER = logging.getLogger('benchmark')
    LOGGER.setLevel(logging.INFO)
    formatter = logging.Formatter('%(asctime)s %(levelname)s:%(name)s %(message)s')
    file_handler = logging.FileHandler(log_file)
    console_handler = logging.StreamHandler()
    file_handler.setFormatter(formatter)
    console_handler.setFormatter(formatter)

    LOGGER.addHandler(file_handler)
    LOGGER.addHandler(console_handler)
    return LOGGER 

def create_logger():
    logger = logging.getLogger('sgd_svrg')
    logger.setLevel(logging.INFO)
    formatter = logging.Formatter('%(asctime)s - %(message)s')
    fh = logging.FileHandler('experiments.log')
    fh.setFormatter(formatter)
    logger.addHandler(fh)
    return logger


################################################################################
# Functions below are for benchmark purpose to calcuate expectation, variance of
# gradients per epoch for each parameter. These calculations will be helpful when
# benchmarking SVRG optimization with other optimization techniques, such as SGD.
# Currently it only calculates the expectation, variance for single context but
# can be extended to multi-context in later iterations.
################################################################################ 

def __get_logger(name):
    __log_level = logging.INFO

    if "--debug-%s" % name in sys.argv:
        __log_level = logging.DEBUG

    fmt = "%(levelname)s - %(asctime)-15s - %(filename)s - line %(lineno)d --> %(message)s"
    date_fmt = "%a %d %b %Y %H:%M:%S"
    formatter = logging.Formatter(fmt, date_fmt)

    handler = logging.StreamHandler()
    handler.setFormatter(formatter)

    logger = logging.getLogger(name)
    logger.addHandler(
        handler
    )
    logger.setLevel(level=__log_level)
    return logger 

def create(gearkey,gearsecret, appid="", args = {}):
    if 'debugmode' in args:
        logging.basicConfig(level=logging.INFO,
                        format='%(asctime)s %(levelname)-8s %(message)s',
                        datefmt='%d/%m/%Y %I:%M:%S %p',
                        )
    else:
        logging.basicConfig(level=logging.WARNING,
                        format='%(asctime)s %(levelname)-8s %(message)s',
                        datefmt='%d/%m/%Y %I:%M:%S %p',
                        )
    microgear.gearalias = args.get('alias',"")[0:16]
    if 'scope' in args:
        matchScope = re.match( r'^(\w+:[a-zA-Z\/]+,*)+$', args['scope'])
        if matchScope:
            microgear.scope = args["scope"]
        else:
            microgear.scope = ""
            logging.warning("Specify scope is not valid")

    microgear.gearkey = gearkey
    microgear.gearsecret = gearsecret
    microgear.appid = appid 

def init(args):
    # init logger
    log_format = '%(asctime)-10s: %(message)s'
    if args.log_file is not None and args.log_file != "":
        Path(args.log_file).parent.mkdir(parents=True, exist_ok=True)
        logging.basicConfig(level=logging.INFO, filename=args.log_file, filemode='w', format=log_format)
        logging.warning(f'This will get logged to file: {args.log_file}')
    else:
        logging.basicConfig(level=logging.INFO, format=log_format)

    # create output dir
    if args.output_dir.is_dir() and list(args.output_dir.iterdir()):
        logging.warning(f"Output directory ({args.output_dir}) already exists and is not empty!")
    assert 'bert' in args.output_dir.name, \
        '''Output dir name has to contain `bert` or `roberta` for AutoModel.from_pretrained to correctly infer the model type'''

    args.output_dir.mkdir(parents=True, exist_ok=True)

    # set random seeds
    random.seed(args.seed)
    np.random.seed(args.seed)
    torch.manual_seed(args.seed) 

def setup_logging(filepath, verbose):
    logFormatter = logging.Formatter(
        '%(levelname)s %(asctime)-20s:\t %(message)s')
    rootLogger = logging.getLogger()
    if verbose:
        rootLogger.setLevel(logging.DEBUG)
    else:
        rootLogger.setLevel(logging.INFO)
    logging.getLogger('PIL').setLevel(logging.WARNING)

    # Setup the logger to write into file
    fileHandler = logging.FileHandler(filepath)
    fileHandler.setFormatter(logFormatter)
    rootLogger.addHandler(fileHandler)

    # Setup the logger to write into stdout
    consoleHandler = logging.StreamHandler(sys.stdout)
    consoleHandler.setFormatter(logFormatter)
    rootLogger.addHandler(consoleHandler) 

def set_logger_config(level):
    """Set up logging according to the defined log level"""
    # Get the root logger
    logger_obj = logging.getLogger(__name__)
    # Have to set the root logger level, it defaults to logging.WARNING
    logger_obj.setLevel(level)
    # route INFO and DEBUG logging to stdout from stderr
    logging_handler_out = logging.StreamHandler(sys.stdout)
    logging_handler_out.setLevel(logging.DEBUG)
    # create a logging format
    formatter = logging.Formatter('%(asctime)s - %(name)s - %(process)d - %(threadName)s - %(levelname)s - %(message)s')
    logging_handler_out.setFormatter(formatter)
    logger_obj.addHandler(logging_handler_out)

    logging_handler_err = logging.StreamHandler(sys.stderr)
    logging_handler_err.setLevel(logging.WARNING)
    logger_obj.addHandler(logging_handler_err)
    return logger_obj 

def set_logger_config(level):
    """Set up logging according to the defined log level"""
    # Get the root logger
    logger_obj = logging.getLogger(__name__)
    # Have to set the root logger level, it defaults to logging.WARNING
    logger_obj.setLevel(level)
    # route INFO and DEBUG logging to stdout from stderr
    logging_handler_out = logging.StreamHandler(sys.stdout)
    logging_handler_out.setLevel(logging.DEBUG)
    # create a logging format
    formatter = logging.Formatter('%(asctime)s - %(name)s - %(process)d - %(threadName)s - %(levelname)s - %(message)s')
    logging_handler_out.setFormatter(formatter)
    logger_obj.addHandler(logging_handler_out)

    logging_handler_err = logging.StreamHandler(sys.stderr)
    logging_handler_err.setLevel(logging.WARNING)
    logger_obj.addHandler(logging_handler_err)
    return logger_obj 

def main():
    """
    Main application loop.
    """

    env = os.environ

    try:
        host = env['SYSLOG_SERVER']
        port = int(env['SYSLOG_PORT'])
        socktype = socket.SOCK_DGRAM if env['SYSLOG_PROTO'] == 'udp' \
            else socket.SOCK_STREAM
    except KeyError:
        sys.exit("SYSLOG_SERVER, SYSLOG_PORT and SYSLOG_PROTO are required.")

    handler = SysLogHandler(
        address=(host, port),
        socktype=socktype,
    )
    handler.setFormatter(PalletFormatter())

    for event_headers, event_data in supervisor_events(sys.stdin, sys.stdout):
        event = logging.LogRecord(
            name=event_headers['processname'],
            level=logging.INFO,
            pathname=None,
            lineno=0,
            msg=event_data,
            args=(),
            exc_info=None,
        )
        event.process = int(event_headers['pid'])
        handler.handle(event) 

def __init__(self, model_nm, logfile=None, prop_dict=None,
                 loglevel=logging.INFO):
        """
        Loads and sets properties in the following order:
        1. The Database
        2. The User's Environment (operating system, dev/prod settings, etc.)
        3. Property File
        4. Command Line
        5. Questions Prompts During Run-Time
        """
        self.logfile = logfile
        self.model_nm = model_nm
        self.graph = nx.Graph()
        self.props = {}

        # 1. The Database
        self.set_props_from_db()

        # 2. The Environment
        self.overwrite_props_from_env()

        # 3. Property File
        self.overwrite_props_from_dict(prop_dict)

        if self.props[UTYPE].val in (TERMINAL, IPYTHON, IPYTHON_NB):
            # 4. process command line args and set them as properties:
            self.overwrite_props_from_cl()

            # 5. Ask the user questions.
            self.overwrite_props_from_user()

        elif self.props[UTYPE].val == WEB:
            self.props[PERIODS] = Prop(val=1)
            self.props[BASE_DIR] = Prop(val=os.environ[BASE_DIR])

        self.logger = Logger(self, model_name=model_nm, logfile=logfile)
        self.graph.add_edge(self, self.logger) 

def __init__(self, props, model_name, logfile=None,
                 loglevel=logging.INFO):
        if logfile is None:
            logfile = model_name + ".log"
        fmt = props["log_format"] if "log_format" in props else Logger.DEF_FORMAT
        lvl = props["log_level"] if "log_level" in props else Logger.DEF_LEVEL
        fmd = props["log_fmode"] if "log_fmode" in props else Logger.DEF_FILEMODE
        props["log_fname"] = logfile
# we put the following back in once the model names are fixed
#  fnm = props.get("log_fname", logfile)
        logging.basicConfig(format=fmt,
                            level=lvl,
                            filemode=fmd,
                            filename=logfile)
        logging.info("Logging initialized.") 

def __init__(self, props, model_name, logfile=None,
                 loglevel=logging.INFO):
        if logfile is None:
            logfile = model_name + ".log"
        fmt = props.get("log_format", Logger.DEF_FORMAT)
        lvl = props.get("log_level", Logger.DEF_LEVEL)
        fmd = props.get("log_fmode", Logger.DEF_FILEMODE)
        props["log_fname"] = logfile
# we put the following back in once the model names are fixed
#  fnm = props.get("log_fname", logfile)
        logging.basicConfig(format=fmt,
                            level=lvl,
                            filemode=fmd,
                            filename=logfile)
        logging.info("Logging initialized.")