Commit
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e7076bc
1
Parent(s):
1be0c13
upload split
Browse files- dataset.py +40 -0
dataset.py
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import csv
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import datasets
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from datasets import GeneratorBasedBuilder, SplitGenerator, Split
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class ORIONDataset(GeneratorBasedBuilder):
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def _info(self):
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return datasets.DatasetInfo(
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description="ORION: Open-Web Reasoning over Long-tail Entities",
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features=datasets.Features({
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"q_id": datasets.Value("string"),
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"question": datasets.Value("string"),
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"answer": datasets.Value("string"),
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"url_list": datasets.Sequence(datasets.Value("string")),
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}),
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supervised_keys=None,
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)
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def _split_generators(self, dl_manager):
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return [
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SplitGenerator(
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name=Split("zh"),
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gen_kwargs={"filepath": "ORION_zh.csv"},
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),
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SplitGenerator(
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name=Split("en"),
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gen_kwargs={"filepath": "ORION_en.csv"},
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),
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]
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def _generate_examples(self, filepath):
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with open(filepath, encoding="utf-8") as f:
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reader = csv.DictReader(f)
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for idx, row in enumerate(reader):
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urls = [row[f"url_{i}"].strip() for i in range(1, 11) if row[f"url_{i}"].strip()]
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yield idx, {
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"q_id": row["q_id"],
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"question": row["question"],
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"answer": row["answer"],
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"url_list": urls
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}
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