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Upload glocon.py

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  1. glocon.py +59 -0
glocon.py ADDED
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+ from __future__ import absolute_import, division, print_function
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+
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+ import datasets
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+
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+
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+ _URLs = {
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+ "train": "train.tsv",
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+ "valid": "valid.tsv",
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+ "test": "test.tsv",
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+ }
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+
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+
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+ class RottenTomato(datasets.GeneratorBasedBuilder):
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description="MR Dataset",
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+ features=datasets.Features(
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+ {
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+ "text": datasets.Value("string"),
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+ "label": datasets.features.ClassLabel(names=['agreement', 'protest']),
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+ }
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+ ),
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+ supervised_keys=None,
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+ license="",
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+ homepage="",
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+ citation="",
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ downloaded_files = dl_manager.download_and_extract(_URLs)
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+
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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": downloaded_files["train"],
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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": downloaded_files["valid"],
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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": downloaded_files["test"],
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+ }
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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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+
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+ with open(filepath, "r", encoding='ISO-8859-1') as f:
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+ for idx, line in enumerate(f):
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+ text, label = line.split("\t")
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+
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+ yield idx, {"text": text.strip(), "label": label.strip()}