paddlenlp.utils.log 源代码

# coding:utf-8
# Copyright (c) 2020  PaddlePaddle Authors. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License"
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# See the License for the specific language governing permissions and
# limitations under the License.

import contextlib
import copy
import functools
import logging
import os
import sys
import time
import threading
from typing import List

import colorlog
from colorama import Fore

loggers = {}

log_config = {
    "DEBUG": {"level": 10, "color": "purple"},
    "INFO": {"level": 20, "color": "green"},
    "TRAIN": {"level": 21, "color": "cyan"},
    "EVAL": {"level": 22, "color": "blue"},
    "WARNING": {"level": 30, "color": "yellow"},
    "ERROR": {"level": 40, "color": "red"},
    "CRITICAL": {"level": 50, "color": "bold_red"},

[文档]class Logger(object): """ Deafult logger in PaddleNLP Args: name(str) : Logger name, default is 'PaddleNLP' """ def __init__(self, name: str = None): name = "PaddleNLP" if not name else name self.logger = logging.getLogger(name) for key, conf in log_config.items(): logging.addLevelName(conf["level"], key) self.__dict__[key] = functools.partial(self.__call__, conf["level"]) self.__dict__[key.lower()] = functools.partial(self.__call__, conf["level"]) self.format = colorlog.ColoredFormatter( "%(log_color)s[%(asctime)-15s] [%(levelname)8s]%(reset)s - %(message)s", log_colors={key: conf["color"] for key, conf in log_config.items()}, ) self.handler = logging.StreamHandler() self.handler.setFormatter(self.format) self.logger.addHandler(self.handler) self.logLevel = "DEBUG" self.logger.setLevel(logging.DEBUG) self.logger.propagate = False self._is_enable = True def disable(self): self._is_enable = False def enable(self): self._is_enable = True @property def is_enable(self) -> bool: return self._is_enable def __call__(self, log_level: str, msg: str): if not self.is_enable: return self.logger.log(log_level, msg) @contextlib.contextmanager def use_terminator(self, terminator: str): old_terminator = self.handler.terminator self.handler.terminator = terminator yield self.handler.terminator = old_terminator
[文档] @contextlib.contextmanager def processing(self, msg: str, interval: float = 0.1): """ Continuously print a progress bar with rotating special effects. Args: msg(str): Message to be printed. interval(float): Rotation interval. Default to 0.1. """ end = False def _printer(): index = 0 flags = ["\\", "|", "/", "-"] while not end: flag = flags[index % len(flags)] with self.use_terminator("\r"):"{}: {}".format(msg, flag)) time.sleep(interval) index += 1 t = threading.Thread(target=_printer) t.start() yield end = True
logger = Logger()