Datasets:
update
Browse files- NorSumm.py +0 -104
NorSumm.py
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import datasets
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import json
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_CITATION = """\
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@inproceedings{TBD
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}
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"""
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_DESCRIPTION = """
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NorSumm is a Norwegian manually created summarization dataset for benchmarking models.
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"""
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_LICENSE = "CC0 1.0 Universal"
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_HOMEPAGE= "https://github.com/SamiaTouileb/NorSumm/"
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_URL = "https://huggingface.co/datasets/SamiaT/NorSumm/raw/main/" #"https://github.com/SamiaTouileb/NorSumm/raw/main/"
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_URLS = {
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"dev": _URL + "NorSumm_dev.json",
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"test": _URL + "NorSumm_test.json",
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}
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class NorSumm(datasets.GeneratorBasedBuilder):
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"""NorSumm 1.0 dataset"""
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VERSION = datasets.Version("1.0.0")
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BUILDER_CONFIGS = [
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datasets.BuilderConfig(
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name="norsumm_v1",
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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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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features(
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{
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"id": datasets.Value("string"),
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"article": datasets.Value("string"),
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"summaries_nb": datasets.Sequence(
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{
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"summary1": datasets.Value("string"),
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"summary2": datasets.Value("string"),
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"summary3": datasets.Value("string"),
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}
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),
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"summaries_nn": datasets.Sequence(
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{
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"summary1": datasets.Value("string"),
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"summary2": datasets.Value("string"),
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"summary3": datasets.Value("string"),
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}
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),
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}
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),
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supervised_keys=None,
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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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"""Returns SplitGenerators."""
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# download and extract URLs
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urls_to_download = _URLS
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downloaded_files = dl_manager.download_and_extract(urls_to_download)
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return [
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datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["dev"]}),
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datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}),
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]
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def _generate_examples(self, filepath):
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with open(filepath, 'r', encoding="utf-8") as f:
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norsumm = json.load(f)
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for example in norsumm:
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id_ = example["id"]
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article = example["article"]
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summary1_nb = example["summaries_nb"][0]
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summary2_nb = example["summaries_nb"][1]
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summary3_nb = example["summaries_nb"][2]
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summary1_nn = example["summaries_nn"][0]
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summary2_nn = example["summaries_nn"][1]
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summary3_nn = example["summaries_nn"][2]
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yield id_, {
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"article": article,
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"id": id_,
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"summaries_nb": {
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"summary1": summary1_nb,
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"summary2": summary2_nb,
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"summary3": summary3_nb,
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},
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"summaries_nn": {
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"summary1": summary1_nn,
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"summary2": summary1_nn,
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"summary3": summary1_nn,
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},
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}
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