| import json | |
| import datasets | |
| _CITATION = """\ | |
| @inproceedings{LinWZE2018:NL2Bash, | |
| author = {Xi Victoria Lin and Chenglong Wang and Luke Zettlemoyer and Michael D. Ernst}, | |
| title = {NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System}, | |
| booktitle = {Proceedings of the Eleventh International Conference on Language Resources | |
| and Evaluation {LREC} 2018, Miyazaki (Japan), 7-12 May, 2018.}, | |
| year = {2018} | |
| } | |
| """ | |
| _DESCRIPTION = """\ | |
| The dataset is constructed from | |
| https://github.com/TellinaTool/nl2bash | |
| """ | |
| _HOMEPAGE = "" | |
| _LICENSE = "" | |
| _URL = "https://www.dropbox.com/s/wy7uahzbir7lrq1/nl2bash.zip?dl=1" | |
| class NL2Bash(datasets.GeneratorBasedBuilder): | |
| """The NL2Bash dataset""" | |
| def _info(self): | |
| return datasets.DatasetInfo( | |
| description=_DESCRIPTION, | |
| features=datasets.Features( | |
| { | |
| "nl": datasets.Value("string"), | |
| "bash": datasets.Value("string") | |
| } | |
| ), | |
| supervised_keys=None, | |
| homepage=_HOMEPAGE, | |
| license=_LICENSE, | |
| citation=_CITATION, | |
| ) | |
| def _split_generators(self, dl_manager): | |
| """Return SplitGenerators""" | |
| downloaded_files = dl_manager.download_and_extract(_URL) | |
| return [ | |
| datasets.SplitGenerator( | |
| name=datasets.Split.TRAIN, | |
| gen_kwargs={"filepath": downloaded_files + "/nl2bash/train.json"} | |
| ), | |
| datasets.SplitGenerator( | |
| name=datasets.Split.VALIDATION, | |
| gen_kwargs={"filepath": downloaded_files + "/nl2bash/dev.json"} | |
| ), | |
| datasets.SplitGenerator( | |
| name=datasets.Split.TEST, | |
| gen_kwargs={"filepath": downloaded_files + "/nl2bash/test.json"} | |
| ) | |
| ] | |
| def _generate_examples(self, filepath): | |
| """Yields examples.""" | |
| with open(filepath) as fin: | |
| data = json.load(fin) | |
| for i, line in enumerate(data): | |
| entry = { | |
| "nl": line["nl"], | |
| "bash": line["bash"], | |
| } | |
| yield i, entry |