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Create strategy-qa.py

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  1. strategy-qa.py +85 -0
strategy-qa.py ADDED
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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 datasets
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+ import json
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+
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+ _CITATION = """
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+
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+ """
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+
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+ _DESCRIPTION = """
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+ """
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+
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+ _HOMEPAGE = ""
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+
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+ # TODO: Add the licence for the dataset here if you can find it
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+ _LICENSE = ""
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+
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+ _URLS = {
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+ "test": "https://github.com/wicsaax/strategy-qa/blob/main/strategyQA_train.json",
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+ }
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+
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+
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+ class strategyQA(datasets.GeneratorBasedBuilder):
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+
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+
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+ VERSION = datasets.Version("0.0.1")
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+
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+ BUILDER_CONFIGS = [
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+ datasets.BuilderConfig(
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+ name="strategyQA", version=VERSION, description="Chinese dataset."
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+ ),
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+ ]
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+
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+ def _info(self):
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+ features = datasets.Features(
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+ {
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+ "qid": datasets.Value("string"),
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+ "term": datasets.Value("string"),
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+ "description": datasets.Value("string"),
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+ "question": datasets.Value("string"),
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+ "answer": datasets.Value("bool"),
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+ "facts": datasets.features.Sequence(datasets.Value("string"))
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+ "decomposition": datasets.features.Sequence(datasets.Value("string"))
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+ }
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+ )
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=features,
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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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+
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+ def _split_generators(self, dl_manager):
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+ urls = {
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+ "test": _URLS["test"]
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+ }
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+ data_dir = dl_manager.download_and_extract(urls)
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TEST,
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+ # These kwargs will be passed to _generate_examples
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+ gen_kwargs={"filepath": data_dir["test"], "split": "test"},
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+ )
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+ ]
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+
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+ # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
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+ def _generate_examples(self, filepath, split):
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+
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+ with open(filepath, encoding="utf-8") as f:
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+ data = json.loads(f.read())
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+ for article_idx,single_data in enumerate(data):
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+
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+ yield f"{article_idx}_{i}", single_data