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