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import csv |
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import datasets |
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_DESCRIPTION = """\ |
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Japanese stopwords for nagisa. |
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""" |
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_HOMEPAGE = "https://github.com/taishi-i/nagisa" |
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_CITATION = "" |
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_LICENSE = "MIT" |
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class NagisaStopwordsDataset(datasets.GeneratorBasedBuilder): |
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"""Japanese stopwords for nagisa.""" |
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VERSION = datasets.Version("0.0.1") |
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BUILDER_CONFIGS = [ |
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datasets.BuilderConfig( |
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name="nagisa_stopwords", |
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version=VERSION, |
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description=_DESCRIPTION, |
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), |
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] |
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def _info(self): |
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features = datasets.Features( |
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{ |
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"words": datasets.Value("string"), |
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"postags": datasets.Value("string"), |
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} |
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) |
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return datasets.DatasetInfo( |
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description=_DESCRIPTION, |
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features=features, |
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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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data_url = "nagisa_stopwords.csv" |
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return [ |
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datasets.SplitGenerator( |
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name="nagisa_stopwords", |
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gen_kwargs={ |
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"filepath": dl_manager.download_and_extract(data_url), |
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"split": "words", |
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}, |
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) |
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] |
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def _generate_examples(self, filepath, split): |
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"""Generates examples.""" |
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with open(filepath, "r", encoding="utf-8") as f: |
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reader = csv.reader(f) |
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next(reader) |
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for id_, row in enumerate(reader): |
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words, postags = row |
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yield id_, { |
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"words": words, |
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"postags": postags, |
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} |
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