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| import logging |
| import sys |
| from datetime import datetime |
| import atexit |
| from pathlib import Path |
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| def _colored(msg, color): |
| colors = {'red': '\033[91m', 'green': '\033[92m', 'yellow': '\033[93m', 'normal': '\033[0m'} |
| return colors[color] + msg + colors["normal"] |
|
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|
| class ColorFormatter(logging.Formatter): |
| """ |
| Class to make command line log entries more appealing |
| Inspired by https://github.com/facebookresearch/detectron2 |
| """ |
|
|
| def formatMessage(self, record): |
| """ |
| Print warnings yellow and errors red |
| :param record: |
| :return: |
| """ |
| log = super().formatMessage(record) |
| if record.levelno == logging.WARNING: |
| prefix = _colored("WARNING", "yellow") |
| elif record.levelno == logging.ERROR or record.levelno == logging.CRITICAL: |
| prefix = _colored("ERROR", "red") |
| else: |
| return log |
| return prefix + " " + log |
|
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|
|
| def get_logger(name, level=logging.DEBUG, root=False, log_dir=None): |
| """ |
| Replaces the standard library logging.getLogger call in order to make some configuration |
| for all loggers. |
| :param name: pass the __name__ variable |
| :param level: the desired log level |
| :param root: call only once in the program |
| :param log_dir: if root is set to True, this defines the directory where a log file is going |
| to be created that contains all logging output |
| :return: the logger object |
| """ |
| logger = logging.getLogger(name) |
| logger.setLevel(level) |
|
|
| if root: |
| |
| console_handler = logging.StreamHandler(sys.stdout) |
| console_handler.setLevel(level) |
| formatter = ColorFormatter(_colored("[%(asctime)s %(name)s]: ", "green") + "%(message)s", |
| datefmt="%m/%d %H:%M:%S") |
| console_handler.setFormatter(formatter) |
| logger.addHandler(console_handler) |
| logger.propagate = False |
|
|
| if log_dir is not None: |
| |
| log_dir = Path(log_dir) |
| if not log_dir.exists(): |
| logger.info(f"Logging directory {log_dir} does not exist and will be created") |
| log_dir.mkdir(parents=True) |
| timestamp = datetime.now().strftime("%d-%m-%Y_%H-%M-%S") |
| log_file = log_dir / f"{timestamp}.log" |
|
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| |
| stream = log_file.open(mode="w") |
| atexit.register(stream.close) |
|
|
| formatter = logging.Formatter("[%(asctime)s] %(name)s %(levelname)s: %(message)s", |
| datefmt="%m/%d %H:%M:%S") |
| file_handler = logging.StreamHandler(stream) |
| file_handler.setLevel(level) |
| file_handler.setFormatter(formatter) |
| logger.addHandler(file_handler) |
|
|
| return logger |
|
|