| 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 |
