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Signed-off-by: Yury Tokpanov <yury@zyphra.com>
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Original file line number | Diff line number | Diff line change |
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import os | ||
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from nemo_curator.utils.file_utils import get_all_files_paths_under | ||
from nemo_curator.datasets import DocumentDataset | ||
from nemo_curator import AddId | ||
from nemo_curator.datasets import DocumentDataset | ||
from nemo_curator.utils.file_utils import get_all_files_paths_under | ||
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def ensure_directory_exists(filename: str): | ||
os.makedirs(os.path.dirname(filename), exist_ok = True) | ||
os.makedirs(os.path.dirname(filename), exist_ok=True) | ||
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def process_data(input_folder, output_folder, prefix, partition_size="512MB"): | ||
raw_files = get_all_files_paths_under(input_folder) | ||
raw_data = DocumentDataset.read_parquet(raw_files) | ||
raw_data_rep = DocumentDataset(raw_data.df.repartition(partition_size=partition_size)) | ||
add_id = AddId(id_field='nemo_id', id_prefix=prefix) | ||
raw_data_rep = DocumentDataset( | ||
raw_data.df.repartition(partition_size=partition_size) | ||
) | ||
add_id = AddId(id_field="nemo_id", id_prefix=prefix) | ||
data_with_id = add_id(raw_data_rep) | ||
ensure_directory_exists(output_folder) | ||
data_with_id.to_parquet(output_folder) |
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