81bbf66aab
* Add project code * Logger improvements * Improvements to web demo code * added create_wlasl_landmarks_dataset.py and xtract_mediapipe_landmarks.py * Fix rotation augmentation * fixed error in docstring, and removed unnecessary replace -1 -> 0 * Readme updates * Share base notebooks * Add notebooks and unify for different datasets * requirements update * fixes * Make evaluate more deterministic * Allow training with clearml * refactor preprocessing and apply linter * Minor fixes * Minor notebook tweaks * Readme updates * Fix PR comments * Remove unneeded code * Add banner to Readme --------- Co-authored-by: Gabriel Lema <gabriel.lema@xmartlabs.com>
41 lines
1.2 KiB
Python
41 lines
1.2 KiB
Python
import logging
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import os
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class CustomFormatter(logging.Formatter):
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grey = "\x1b[38;20m"
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yellow = "\x1b[33;20m"
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red = "\x1b[31;20m"
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bold_red = "\x1b[31;1m"
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reset = "\x1b[0m"
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custom_format = "%(asctime)s - %(name)s - %(levelname)s - %(message)s (%(filename)s:%(lineno)d)"
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FORMATS = {
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logging.DEBUG: grey + custom_format + reset,
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logging.INFO: grey + custom_format + reset,
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logging.WARNING: yellow + custom_format + reset,
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logging.ERROR: red + custom_format + reset,
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logging.CRITICAL: bold_red + custom_format + reset
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}
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def format(self, record):
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log_fmt = self.FORMATS.get(record.levelno)
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formatter = logging.Formatter(log_fmt)
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return formatter.format(record)
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def get_logger(name):
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logger = logging.getLogger(name)
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logger.setLevel(logging.INFO)
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# create console handler with a higher log level
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ch = logging.StreamHandler()
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ch.setLevel(logging.DEBUG)
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ch.setFormatter(CustomFormatter())
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file_handler = logging.FileHandler(os.getenv('EXPERIMENT_NAME', 'run') + ".log")
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file_handler.setLevel(logging.DEBUG)
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file_handler.setFormatter(CustomFormatter())
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logger.addHandler(ch)
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logger.addHandler(file_handler)
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return logger
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