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Sean MacAvaney commited on
Commit
e01b20e
1 Parent(s): b032c48

add data loader

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Files changed (1) hide show
  1. hc4.py +44 -0
hc4.py ADDED
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+ import gzip
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+ import json
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+ import os
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+ import datasets
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+
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+ _BASE_URL = "https://huggingface.co/datasets/neuclir/hc4/resolve/main/data/"
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+ _URLS = {
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+ "fas": _BASE_URL + "fas-00000-of-00001.jsonl.gz",
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+ "rus": _BASE_URL + "rus-00000-of-00001.jsonl.gz",
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+ "zho": _BASE_URL + "zho-00000-of-00001.jsonl.gz",
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+ }
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+
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+
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+ class Neuclir1(datasets.GeneratorBasedBuilder):
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+ VERSION = datasets.Version("1.0.1")
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ features=datasets.Features({
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+ "id": datasets.Value("string"),
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+ "cc_file": datasets.Value("string"),
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+ "time": datasets.Value("string"),
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+ "title": datasets.Value("string"),
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+ "text": datasets.Value("string"),
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+ "url": datasets.Value("string"),
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+ }),
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ paths = dl_manager.download(_URLS)
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+ return [
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+ datasets.SplitGenerator(
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+ name=lang,
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+ gen_kwargs={
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+ "filepath": paths[lang]
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+ })
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+ for lang in _URLS
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+ ]
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+
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+ def _generate_examples(self, filepath):
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+ with gzip.open(filepath, encoding="utf-8") as f:
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+ for key, row in enumerate(f):
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+ data = json.loads(row)
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+ yield key, data