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"""Genericify C++ Dataset for CS7470""" |
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import json |
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import datasets |
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_DESCRIPTION = """\ |
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Genericify C++ Dataset |
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""" |
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class DatasetGenericifyCpp(datasets.GeneratorBasedBuilder): |
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"""Genericify C++ Dataset for CS7470""" |
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VERSION = datasets.Version("1.1.0") |
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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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"task_id": datasets.Value("string"), |
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"base_prompt": datasets.Value("string"), |
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"sfinae_prompt": datasets.Value("string"), |
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"concepts_prompt": datasets.Value("string"), |
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"starter_code": datasets.Value("string"), |
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"base_canonical_solution": datasets.Value("string"), |
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"sfinae_canonical_solution": datasets.Value("string"), |
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"concepts_canonical_solution": datasets.Value("string"), |
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"tests": datasets.Value("string"), |
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"invalids": datasets.Value("string"), |
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} |
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), |
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) |
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def _split_generators(self, dl_manager): |
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downloaded_files = dl_manager.download_and_extract( |
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"data/genericify_cpp.jsonl" |
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) |
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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": downloaded_files, |
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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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with open(filepath, encoding="utf-8") as f: |
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for key, line in enumerate(f): |
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row = json.loads(line) |
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yield key, { |
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"task_id": row["task_id"], |
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"base_prompt": row["base_prompt"], |
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"sfinae_prompt": row["sfinae_prompt"], |
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"concepts_prompt": row["concepts_prompt"], |
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"starter_code": row["starter_code"], |
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"base_canonical_solution": row["base_canonical_solution"], |
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"sfinae_canonical_solution": row["sfinae_canonical_solution"], |
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"concepts_canonical_solution": row["concepts_canonical_solution"], |
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"tests": row["tests"], |
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"invalids": row["invalids"], |
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} |
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