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"""Maroon Indonesian 100k Summarization Dataset.""" |
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import json |
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import os |
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import datasets |
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_DESCRIPTION = """\ |
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Combine IndoSum + Liputan6 in 100k rows. |
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""" |
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_URL = "https://huggingface.co/datasets/bgspaditya/maroon100k/blob/main/maroondata.tar.bz2" |
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class Maroon100k(datasets.GeneratorBasedBuilder): |
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VERSION = datasets.Version("2.0.0") |
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BUILDER_CONFIGS = [ |
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datasets.BuilderConfig( |
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name="Maroon100k", |
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version=datasets.Version("2.0.0") |
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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=_DESCRIPTION, |
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features=datasets.Features( |
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{ |
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"article": datasets.Value("string"), |
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"summary": datasets.Value("string"), |
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} |
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), |
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supervised_keys=None, |
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version=self.VERSION, |
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) |
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def _split_generators(self, dl_manager): |
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"""Returns SplitGenerators.""" |
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url = _URL |
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data_dir = dl_manager.download_and_extract(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={ |
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"filepath": os.path.join(data_dir, "train.jsonl"), |
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}, |
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), |
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datasets.SplitGenerator( |
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name=datasets.Split.TEST, |
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gen_kwargs={ |
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"filepath": os.path.join(data_dir, "test.jsonl"), |
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}, |
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), |
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datasets.SplitGenerator( |
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name=datasets.Split.VALIDATION, |
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gen_kwargs={ |
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"filepath": os.path.join(data_dir, "valid.jsonl"), |
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}, |
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), |
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] |
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def _generate_examples(self, filepath): |
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"""Yields examples as (key, example) tuples.""" |
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with open(filepath, encoding="utf-8") as f: |
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for idx_, row in enumerate(f): |
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data = json.loads(row) |
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yield idx_, { |
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"article": data["article"], |
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"summary": data["summary"], |
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} |