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import datasets |
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import csv |
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import requests |
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citation=''' |
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''' |
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class Config(datasets.BuilderConfig): |
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citation=citation |
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files = [ |
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"eng.dep.covdtb", |
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"eng.dep.scidtb", |
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"eng.pdtb.pdtb", |
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"eng.pdtb.tedm", |
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"eng.rst.gum", |
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"eng.rst.rstdt", |
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"eng.sdrt.stac", |
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"deu.rst.pcc", |
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"eus.rst.ert", |
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"fas.rst.prstc", |
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"fra.sdrt.annodis", |
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"ita.pdtb.luna", |
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"nld.rst.nldt", |
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"por.pdtb.crpc", |
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"por.pdtb.tedm", |
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"por.rst.cstn", |
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"rus.rst.rrt", |
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"spa.rst.rststb", |
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"spa.rst.sctb", |
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"tha.pdtb.tdtb", |
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"tur.pdtb.tdb", |
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"tur.pdtb.tedm", |
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"zho.dep.scidtb", |
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"zho.pdtb.cdtb", |
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"zho.rst.gcdt", |
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"zho.rst.sctb", |
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] |
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_URLs = {f'{task}-{split}':f"https://raw.githubusercontent.com/disrpt/sharedtask2023/main/data/{task}/{task}_{split}.rels" \ |
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for task in files for split in 'train dev test'.split()} |
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_URLs = {k:v for k,v in _URLs.items() if requests.get(v).status_code!=404} |
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class Dataset(datasets.GeneratorBasedBuilder): |
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BUILDER_CONFIGS = [ |
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Config( |
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name=n, |
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data_dir=n |
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) for n in files |
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] |
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def _split_generators(self, dl_manager: datasets.DownloadManager): |
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data_file = dl_manager.download(_URLs) |
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train_key = self.config.data_dir+'-train' |
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if train_key in data_file: |
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train=datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_file[train_key]}) |
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else: |
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train=[] |
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return train+[ |
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datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": data_file[self.config.data_dir+'-dev']}), |
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datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": data_file[self.config.data_dir+'-test']}), |
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] |
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def _info(self): return datasets.DatasetInfo() |
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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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reader = csv.DictReader(f,delimiter='\t') |
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for id_, row in enumerate(reader): |
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if id_ == 0: |
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continue |
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yield id_, row |