EchoShao8899
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03f2f8a
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Parent(s):
2e2ee32
Delete dataset.py
Browse files- dataset.py +0 -46
dataset.py
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import os
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import csv
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from datasets import Dataset, DatasetInfo, Features, Value, Sequence, GeneratorBasedBuilder, DownloadManager, Split
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class FreshWikiDataset(GeneratorBasedBuilder):
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def _info(self):
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return DatasetInfo(
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description="The FreshWiki Dataset is a collection of high-quality Wikipedia articles focusing on the most-edited pages from February 2022 to September 2023.",
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features=Features({
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"json_file": Value("string"),
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"txt_file": Value("string"),
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"topic": Value("string"),
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}),
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)
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def _split_generators(self, dl_manager: DownloadManager):
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data_dir = dl_manager.download_and_extract("https://huggingface.co/datasets/EchoShao8899/FreshWiki")
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return [
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Split(
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name=Split.TRAIN,
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gen_kwargs={
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"json_files": os.path.join(data_dir, "json"),
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"txt_files": os.path.join(data_dir, "txt"),
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"topic_list_csv": os.path.join(data_dir, "topic_list.csv"),
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},
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),
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]
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def _generate_examples(self, json_files, txt_files, topic_list_csv):
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with open(topic_list_csv, "r", encoding="utf-8") as csv_file:
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reader = csv.DictReader(csv_file)
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for idx, row in enumerate(reader):
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topic_name = row['topic'].replace(' ', '_').replace('/', '_')
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json_path = os.path.join(json_files, f'{topic_name}.json')
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txt_path = os.path.join(txt_files, f'{topic_name}.txt')
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if os.path.exists(json_path) and os.path.exists(txt_path):
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with open(json_path, "r", encoding="utf-8") as json_file, \
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open(txt_path, "r", encoding="utf-8") as txt_file:
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yield idx, {
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"json_file": json_file.read(),
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"txt_file": txt_file.read(),
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"topic": row['topic'],
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}
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else:
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print(f"Warning: Files for topic '{row['topic']}' not found. Skipping.")
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