Source code for paddlenlp.utils.log

# 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
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# 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'
    }
}


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

    @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'):
                    self.info('{}: {}'.format(msg, flag))
                time.sleep(interval)
                index += 1

        t = threading.Thread(target=_printer)
        t.start()
        yield
        end = True


logger = Logger()