submodules/PointTransformerV3/Pointcept/pointcept/utils/logger.py

"""
Logger Utils

Modified from mmcv

Author: Xiaoyang Wu ([email protected])
Please cite our work if the code is helpful to you.
"""

import logging
import torch
import torch.distributed as dist

from termcolor import colored

logger_initialized = {}
root_status = 0


class _ColorfulFormatter(logging.Formatter):
    def __init__(self, *args, **kwargs):
        self._root_name = kwargs.pop("root_name") + "."
        super(_ColorfulFormatter, self).__init__(*args, **kwargs)

    def formatMessage(self, record):
        log = super(_ColorfulFormatter, self).formatMessage(record)
        if record.levelno == logging.WARNING:
            prefix = colored("WARNING", "red", attrs=["blink"])
        elif record.levelno == logging.ERROR or record.levelno == logging.CRITICAL:
            prefix = colored("ERROR", "red", attrs=["blink", "underline"])
        else:
            return log
        return prefix + " " + log


def get_logger(name, log_file=None, log_level=logging.INFO, file_mode="a", color=False):
    """Initialize and get a logger by name.

    If the logger has not been initialized, this method will initialize the
    logger by adding one or two handlers, otherwise the initialized logger will
    be directly returned. During initialization, a StreamHandler will always be
    added. If `log_file` is specified and the process rank is 0, a FileHandler
    will also be added.

    Args:
        name (str): Logger name.
        log_file (str | None): The log filename. If specified, a FileHandler
            will be added to the logger.
        log_level (int): The logger level. Note that only the process of
            rank 0 is affected, and other processes will set the level to
            "Error" thus be silent most of the time.
        file_mode (str): The file mode used in opening log file.
            Defaults to 'a'.
        color (bool): Colorful log output. Defaults to True

    Returns:
        logging.Logger: The expected logger.
    """
    logger = logging.getLogger(name)

    if name in logger_initialized:
        return logger
    # handle hierarchical names
    # e.g., logger "a" is initialized, then logger "a.b" will skip the
    # initialization since it is a child of "a".
    for logger_name in logger_initialized:
        if name.startswith(logger_name):
            return logger

    logger.propagate = False

    stream_handler = logging.StreamHandler()
    handlers = [stream_handler]

    if dist.is_available() and dist.is_initialized():
        rank = dist.get_rank()
    else:
        rank = 0

    # only rank 0 will add a FileHandler
    if rank == 0 and log_file is not None:
        # Here, the default behaviour of the official logger is 'a'. Thus, we
        # provide an interface to change the file mode to the default
        # behaviour.
        file_handler = logging.FileHandler(log_file, file_mode)
        handlers.append(file_handler)

    plain_formatter = logging.Formatter(
        "[%(asctime)s %(levelname)s %(filename)s line %(lineno)d %(process)d] %(message)s"
    )
    if color:
        formatter = _ColorfulFormatter(
            colored("[%(asctime)s %(name)s]: ", "green") + "%(message)s",
            datefmt="%m/%d %H:%M:%S",
            root_name=name,
        )
    else:
        formatter = plain_formatter
    for handler in handlers:
        handler.setFormatter(formatter)
        handler.setLevel(log_level)
        logger.addHandler(handler)

    if rank == 0:
        logger.setLevel(log_level)
    else:
        logger.setLevel(logging.ERROR)

    logger_initialized[name] = True

    return logger


def print_log(msg, logger=None, level=logging.INFO):
    """Print a log message.

    Args:
        msg (str): The message to be logged.
        logger (logging.Logger | str | None): The logger to be used.
            Some special loggers are:
            - "silent": no message will be printed.
            - other str: the logger obtained with `get_root_logger(logger)`.
            - None: The `print()` method will be used to print log messages.
        level (int): Logging level. Only available when `logger` is a Logger
            object or "root".
    """
    if logger is None:
        print(msg)
    elif isinstance(logger, logging.Logger):
        logger.log(level, msg)
    elif logger == "silent":
        pass
    elif isinstance(logger, str):
        _logger = get_logger(logger)
        _logger.log(level, msg)
    else:
        raise TypeError(
            "logger should be either a logging.Logger object, str, "
            f'"silent" or None, but got {type(logger)}'
        )


def get_root_logger(log_file=None, log_level=logging.INFO, file_mode="a"):
    """Get the root logger.

    The logger will be initialized if it has not been initialized. By default a
    StreamHandler will be added. If `log_file` is specified, a FileHandler will
    also be added. The name of the root logger is the top-level package name.

    Args:
        log_file (str | None): The log filename. If specified, a FileHandler
            will be added to the root logger.
        log_level (int): The root logger level. Note that only the process of
            rank 0 is affected, while other processes will set the level to
            "Error" and be silent most of the time.
        file_mode (str): File Mode of logger. (w or a)

    Returns:
        logging.Logger: The root logger.
    """
    logger = get_logger(
        name="pointcept", log_file=log_file, log_level=log_level, file_mode=file_mode
    )
    return logger


def _log_api_usage(identifier: str):
    """
    Internal function used to log the usage of different detectron2 components
    inside facebook's infra.
    """
    torch._C._log_api_usage_once("pointcept." + identifier)