MikuHH commited on
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166a9f0
1 Parent(s): 9a44131

Create gg.py

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  1. gg.py +37 -0
gg.py ADDED
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+ import datasets
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+
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+ text_file = 'dateee.txt'
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+
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+ class DailyDialog(datasets.GeneratorBasedBuilder):
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+ """DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset"""
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+
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+ VERSION = datasets.Version("1.0.0")
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+
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+ __EOU__ = "__eou__"
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+
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+
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+ def _split_generators(self, dl_manager: datasets.DownloadManager):
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+ # You should implement the logic here to split the text_file into TRAIN, VALIDATION, and TEST
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+ # Example logic is provided below
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+ with open(text_file, 'r', encoding='utf-8') as f:
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+ lines = f.readlines()
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+
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+ train_size = int(0.8 * len(lines))
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+ val_size = int(0.1 * len(lines))
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+ test_size = len(lines) - train_size - val_size
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+
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+ train_data = lines[:train_size]
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+ val_data = lines[train_size:train_size + val_size]
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+ test_data = lines[train_size + val_size:]
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+
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+ return [
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+ datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"data": train_data}),
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+ datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"data": val_data}),
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+ datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"data": test_data}),
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+ ]
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+
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+ def _generate_examples(self, data):
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+ for idx, line in enumerate(data):
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+ yield idx, {
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+ "dialog": line.strip().split(self.__EOU__)[:-1]
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+ }