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Add logging to convert_text_to_mds.py script #1243

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merged 1 commit into from
May 29, 2024
Merged

Add logging to convert_text_to_mds.py script #1243

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26 changes: 25 additions & 1 deletion scripts/data_prep/convert_text_to_mds.py
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Original file line number Diff line number Diff line change
Expand Up @@ -193,7 +193,13 @@ def parse_args() -> Namespace:
default=False,
help='If true, allows custom code to be executed to load the tokenizer',
)

parser.add_argument(
'--logging-level',
type=str,
required=False,
default='INFO',
help='Logging level for the script. Default is INFO.',
)
parsed = parser.parse_args()

# Set eos token.
Expand Down Expand Up @@ -577,8 +583,26 @@ def _args_str(original_args: Namespace) -> str:
return str(args)


def _configure_logging(logging_level: str):
"""Configure logging.

Args:
logging_level (str): Logging level.
"""
logging.basicConfig(
format=
f'%(asctime)s: [%(process)d][%(threadName)s]: %(levelname)s: %(name)s: %(message)s',
)
logging_level = logging_level.upper()
logging.getLogger('llmfoundry').setLevel(logging_level)
logging.getLogger(__name__).setLevel(logging_level)
log.info(f'Logging level set to {logging_level}')


if __name__ == '__main__':
args = parse_args()
_configure_logging(args.logging_level)

mosaicml_logger = maybe_create_mosaicml_logger()

try:
Expand Down
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