Create test.py
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test.py
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import datasets
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import pyarrow.parquet as pq
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_CITATION = ''
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_DESCRIPTION = ''
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_HOMEPAGE = ''
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_LICENSE = ''
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_BASE_URL = 'https://huggingface.co/datasets/AresEkb/test/resolve/main/'
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_FEATURES = {
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'domains': datasets.Features({
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'reg_number': datasets.Value('string'),
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'standard_name': datasets.Value('string'),
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'name': datasets.Value('string'),
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'purpose': datasets.Value('string'),
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'embeddings': datasets.Sequence(datasets.Value('float32')),
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}),
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}
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class ProfStandardsDatasetBuilder(datasets.ArrowBasedBuilder):
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VERSION = datasets.Version('0.0.1')
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BUILDER_CONFIGS = [
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datasets.BuilderConfig('domains', VERSION),
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]
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def _info(self):
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=_FEATURES[self.config.name],
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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url = _BASE_URL + self.config.name + '.parquet'
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file_path = dl_manager.download(url)
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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={'file_path': file_path},
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),
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]
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def _generate_tables(self, file_path):
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if file_path.startswith(_BASE_URL):
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file_path = file_path[len(_BASE_URL):]
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yield self.config.name, pq.read_table(file_path)
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