Delete hfreviews.py
Browse files- hfreviews.py +0 -56
hfreviews.py
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import datasets
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import pandas as pd
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class HfreviewsConfig(datasets.BuilderConfig):
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def __init__(self, features, **kwargs):
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super(HfreviewsConfig, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs)
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self.features = features
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class Hfreviews(datasets.GeneratorBasedBuilder):
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BUILDER_CONFIGS = [
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HfreviewsConfig(
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name="simple",
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description="Simple config",
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features=["content", "title", "sentiment", "category", "review_id", "source_url"],
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)
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]
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def _info(self):
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return datasets.DatasetInfo(
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description='Healthcare facilities reviews dataset.',
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features=datasets.Features(
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{
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"content": datasets.Value("string"),
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"title": datasets.Value("string"),
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"sentiment": datasets.Value("string"),
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"category": datasets.Value("string"),
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"review_id": datasets.Value("string"),
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"source_url": datasets.Value("string"),
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"Idx": datasets.Value("int32"),
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}
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),
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supervised_keys=None,
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homepage='',
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)
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def _split_generators(self, dl_manager: datasets.DownloadManager):
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urls_to_download = {
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"train": "hfreviews.jsonl",
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"dev": "hfreviews.jsonl",
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}
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downloaded_files = dl_manager.download_and_extract(urls_to_download)
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return [
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datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
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datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["dev"]}),
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]
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def _generate_examples(self, filepath):
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df = pd.read_json(filepath, lines=True)
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rows = df.to_dict(orient="records")
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for n, row in enumerate(rows):
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example = row
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example["Idx"] = n
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yield example["Idx"], example
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