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Browse files- UTS_WTK_v1.py +55 -0
UTS_WTK_v1.py
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import os
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import datasets
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_DESCRIPTION = """\
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UTS_WTK_v1
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"""
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_CITATION = """\
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"""
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_BASE_URL = "https://huggingface.co/datasets/undertheseanlp/UTS_WTK_v1/raw/main/data/"
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TRAIN_FILE = "train.txt"
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class UTS_WTK_v1(datasets.GeneratorBasedBuilder):
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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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"tokens": datasets.Value("string"),
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"tags": datasets.Value("string"),
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}
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),
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supervised_keys=None,
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homepage=None,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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train_file = dl_manager.download(os.path.join(_BASE_URL, TRAIN_FILE))
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# dev_file = dl_manager.download(os.path.join(DATA_PATH, "dev.txt"))
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# test_file = dl_manager.download(os.path.join(DATA_PATH, "test.txt"))
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data_files = {
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"train": train_file,
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# "dev": dev_file,
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# "test": test_file,
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}
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splits = [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_files["train"]}
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),
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# datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": data_files["dev"]}),
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# datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": data_files["test"]}),
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]
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return splits
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def _generate_examples(self, filepath):
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with open(filepath, encoding="utf-8") as f:
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guid = 0
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for line in f:
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text = line.strip()
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yield guid, {"text": text}
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guid += 1
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