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import json |
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from dataclasses import dataclass |
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from typing import Optional |
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import datasets |
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from datasets.data_files import DataFilesDict |
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@dataclass |
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class RussianExamsConfig(datasets.BuilderConfig): |
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features: Optional[datasets.Features] = None |
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class RussianExams(datasets.GeneratorBasedBuilder): |
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BUILDER_CONFIGS = [ |
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RussianExamsConfig(name="math_tasks", features=datasets.Features({ |
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"text": datasets.Value("string"), |
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"answer": datasets.Value("string"), |
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"source": datasets.Value("string"), |
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}), data_files=DataFilesDict({"test": ["data/math_tasks_1.json"]})), |
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RussianExamsConfig(name="yes_no_math_tasks", features=datasets.Features({ |
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"statement": datasets.Value("string"), |
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"label": datasets.Value("bool"), |
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"source": datasets.Value("string"), |
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}), data_files=DataFilesDict({"test": ["data/yes_no_math_tasks.json"]})), |
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RussianExamsConfig(name="russian_basis_tasks", features=datasets.Features({ |
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"sentence": datasets.Value("string"), |
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"basis": datasets.Value("string"), |
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"label": datasets.Value("bool"), |
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"source": datasets.Value("string"), |
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}), data_files=DataFilesDict({"test": ["data/russian_basis_tasks.json"]})), |
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RussianExamsConfig(name="russian_phrase_conn_tasks", features=datasets.Features({ |
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"phrase": datasets.Value("string"), |
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"connection": datasets.Value("string"), |
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"answer": datasets.Value("string"), |
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"source": datasets.Value("string"), |
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}), data_files=DataFilesDict({"test": ["data/russian_phrase_conn_tasks.json"]})), |
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] |
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def _info(self): |
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return datasets.DatasetInfo( |
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features=self.config.features, |
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) |
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def _split_generators(self, dl_manager): |
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data_dir = dl_manager.download_and_extract(self.config.data_files["test"][0]) |
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return [ |
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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": data_dir, |
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"split": "test", |
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}, |
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), |
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] |
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def _generate_examples(self, filepath, split): |
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with open(filepath, 'rb') as f: |
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data = json.load(f) |
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return enumerate(data) |
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