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ColossalAI/applications/ColossalQA/colossalqa/mylogging.py

93 lines
2.6 KiB

"""
Class for logging with extra control for debugging
"""
import logging
class ColossalQALogger:
"""This is a distributed event logger class essentially based on :class:`logging`.
Args:
name (str): The name of the logger.
Note:
Logging types: ``info``, ``warning``, ``debug`` and ``error``
"""
__instances = dict()
def __init__(self, name):
if name in ColossalQALogger.__instances:
raise ValueError("Logger with the same name has been created")
else:
self._name = name
self._logger = logging.getLogger(name)
ColossalQALogger.__instances[name] = self
@staticmethod
def get_instance(name: str):
"""Get the unique single logger instance based on name.
Args:
name (str): The name of the logger.
Returns:
DistributedLogger: A DistributedLogger object
"""
if name in ColossalQALogger.__instances:
return ColossalQALogger.__instances[name]
else:
logger = ColossalQALogger(name=name)
return logger
def info(self, message: str, verbose: bool = False) -> None:
"""Log an info message.
Args:
message (str): The message to be logged.
verbose (bool): Whether to print the message to stdout.
"""
if verbose:
logging.basicConfig(level=logging.INFO)
self._logger.info(message)
def warning(self, message: str, verbose: bool = False) -> None:
"""Log a warning message.
Args:
message (str): The message to be logged.
verbose (bool): Whether to print the message to stdout.
"""
if verbose:
self._logger.warning(message)
def debug(self, message: str, verbose: bool = False) -> None:
"""Log a debug message.
Args:
message (str): The message to be logged.
verbose (bool): Whether to print the message to stdout.
"""
if verbose:
self._logger.debug(message)
def error(self, message: str) -> None:
"""Log an error message.
Args:
message (str): The message to be logged.
"""
self._logger.error(message)
def get_logger(name: str = None, level=logging.INFO) -> ColossalQALogger:
"""
Get the logger by name, if name is None, return the default logger
"""
if name:
logger = ColossalQALogger.get_instance(name=name)
else:
logger = ColossalQALogger.get_instance(name="colossalqa")
return logger