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Update metadata_utils.py #187

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3 changes: 3 additions & 0 deletions bsmetadata/metadata_utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -209,6 +209,9 @@ def random_sample_metadata_v2(
A new collection of examples, with some metadata dropped.
"""
only_metadata_types = [key for key in metadata_type_sample_weights.keys() if f"metadata_{key}" in examples]
# Remove Html 3/4 of the time.
if random.random() < 0.75 and 'html' in only_metadata_types:
only_metadata_types.remove('html')
for i in range(len(examples["text"])):
example = {k: v[i] for k, v in examples.items()}
metadata_types = [key for key in only_metadata_types if example[f"metadata_{key}"]]
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