Remove deprecated tasks
#2
by
albertvillanova
HF Staff
- opened
fdRE.py
CHANGED
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# coding=utf-8
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# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import os
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import datasets
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"
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"Part_Of(E1
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"
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),
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#
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"sentence": sentence,
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"relation": relation,
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}
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# coding=utf-8
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# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import os
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import datasets
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_CITATION = """\
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@author tianjie
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fdRE
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Chinese
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}
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"""
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_DESCRIPTION = """\
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fdRE是一个中文的轴承故障诊断领域的关系抽取数据集
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该数据集主要包含正向从属、反向从属以及无关三类标签
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"""
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_URL = "https://huggingface.co/datasets/leonadase/fdRE/resolve/main/fdRE.zip"
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class SemEval2010Task8(datasets.GeneratorBasedBuilder):
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"""The SemEval-2010 Task 8 focuses on Multi-way classification of semantic relations between pairs of nominals.
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The task was designed to compare different approaches to semantic relation classification
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and to provide a standard testbed for future research."""
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VERSION = datasets.Version("1.0.0")
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def _info(self):
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return datasets.DatasetInfo(
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# This is the description that will appear on the datasets page.
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description=_DESCRIPTION,
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# This defines the different columns of the dataset and their types
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features=datasets.Features(
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{
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"sentence": datasets.Value("string"),
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"relation": datasets.ClassLabel(
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names=[
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"Part_Of(E1,E2)",
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"Part_Of(E2,E1)",
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"Other",
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]
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),
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}
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),
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# If there's a common (input, target) tuple from the features,
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# specify them here. They'll be used if as_supervised=True in
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# builder.as_dataset.
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supervised_keys=datasets.info.SupervisedKeysData(input="sentence", output="relation"),
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# Homepage of the dataset for documentation
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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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# dl_manager is a datasets.download.DownloadManager that can be used to
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# download and extract URLs
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dl_dir = dl_manager.download_and_extract(_URL)
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# data_dir = os.path.join(dl_dir, "fdRE")
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data_dir = dl_dir
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath": os.path.join(data_dir, "train.txt"),
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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": os.path.join(data_dir, "test.txt"),
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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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"""Yields examples."""
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with open(filepath, encoding="utf-8") as file:
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lines = file.readlines()
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num_lines_per_sample = 4
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for i in range(0, len(lines), num_lines_per_sample):
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idx = int(lines[i].split("\t")[0])
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sentence = lines[i].split("\t")[1][1:-2] # remove " at the start and "\n at the end
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relation = lines[i + 1][:-1] # remove \n at the end
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yield idx, {
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"sentence": sentence,
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"relation": relation,
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}
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