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import json
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import datasets
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class Nl2Bash(datasets.GeneratorBasedBuilder):
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"""Nl2Bash: A dataset of natural language commands and their corresponding Bash commands"""
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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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description="Nl2Bash: A dataset of natural language commands and their corresponding Bash commands",
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features=datasets.Features(
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{
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"srno": datasets.Value("int32"),
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"nl_command": datasets.Value("string"),
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"bash_code": datasets.Value("string"),
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}
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),
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supervised_keys=None,
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homepage="http://example.com",
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license="MIT",
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)
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def _split_generators(self, dl_manager):
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data_files = {
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"train": "data/train.json",
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"dev": "data/dev.json",
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"test": "data/test.json",
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}
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_files["train"]}
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION, gen_kwargs={"filepath": data_files["dev"]}
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST, gen_kwargs={"filepath": data_files["test"]}
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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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data = json.load(f)
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for idx, entry in enumerate(data):
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yield idx, {
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"srno": entry["srno"],
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"nl_command": entry["nl_command"],
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"bash_code": entry["bash_code"],
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}
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