Divyanshudiv commited on
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Upload wikiculture.py with huggingface_hub

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  1. wikiculture.py +57 -0
wikiculture.py ADDED
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+ import datasets
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+
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+ class WikiCultureConfig(datasets.BuilderConfig):
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+ def __init__(self, data_files, **kwargs):
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+ super().__init__(**kwargs)
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+ self.data_files = data_files
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+
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+
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+ class WikiCulture(datasets.GeneratorBasedBuilder):
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+ VERSION = datasets.Version("1.0.0")
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+
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+ BUILDER_CONFIGS = [
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+ WikiCultureConfig(
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+ name="all",
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+ description="All cultures combined",
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+ data_files=[
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+ "AF.parquet", "AS.parquet", "AU.parquet", "CH.parquet",
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+ "EU.parquet", "LA.parquet", "ME.parquet", "NA.parquet",
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+ ],
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+ ),
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+ WikiCultureConfig("AF", "Africa", ["AF.parquet"]),
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+ WikiCultureConfig("AS", "Asia", ["AS.parquet"]),
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+ WikiCultureConfig("AU", "Australia & Oceania", ["AU.parquet"]),
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+ WikiCultureConfig("CH", "China", ["CH.parquet"]),
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+ WikiCultureConfig("EU", "Europe", ["EU.parquet"]),
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+ WikiCultureConfig("LA", "Latin America", ["LA.parquet"]),
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+ WikiCultureConfig("ME", "Middle East", ["ME.parquet"]),
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+ WikiCultureConfig("NA", "North America", ["NA.parquet"]),
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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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+ features=datasets.Features({
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+ "page_title": datasets.Value("string"),
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+ "qitem": datasets.Value("string"),
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+ "bucket_geo": datasets.Value("string"),
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+ "wiki_id": datasets.Value("int64"),
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+ "text": 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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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ gen_kwargs={"files": self.config.data_files},
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+ )
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+ ]
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+
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+ def _generate_examples(self, files):
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+ import pyarrow.parquet as pq
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+ idx = 0
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+ for file in files:
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+ table = pq.read_table(file)
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+ for row in table.to_pylist():
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+ yield idx, row
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+ idx += 1