import json import datasets _DESCRIPTION = """ """ _HOMEPAGE = "https://github.com/bigcode-project/octopack" def get_url(name): url = f"data/{name}/data/humanevalpack.jsonl" return url def split_generator(dl_manager, name): downloaded_files = dl_manager.download(get_url(name)) return [ datasets.SplitGenerator( name=datasets.Split.TEST, gen_kwargs={ "filepath": downloaded_files, }, ) ] class HumanEvalPackConfig(datasets.BuilderConfig): """BuilderConfig """ def __init__(self, name, description, features, **kwargs): super(HumanEvalPackConfig, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs) self.name = name self.description = description self.features = features class HumanEvalPack(datasets.GeneratorBasedBuilder): VERSION = datasets.Version("1.0.0") BUILDER_CONFIGS = [ HumanEvalPackConfig( name="python", description="Python HumanEvalPack", features=[ "task_id", "prompt", "declaration", "canonical_solution", "buggy_solution", "bug_type", "failure_symptoms", "test", "example_test", "entry_point", "signature", "docstring", "instruction" ] ), HumanEvalPackConfig( name="js", description="JavaScript HumanEvalPack", features=[ "task_id", "prompt", "declaration", "canonical_solution", "buggy_solution", "bug_type", "failure_symptoms", "test", "example_test", "entry_point", "signature", "docstring", "instruction" ] ), HumanEvalPackConfig( name="java", description="Java HumanEvalPack", features=[ "task_id", "prompt", "declaration", "canonical_solution", "buggy_solution", "bug_type", "failure_symptoms", "test", "example_test", "entry_point", "signature", "docstring", "instruction" ] ), HumanEvalPackConfig( name="go", description="Go HumanEvalPack", features=[ "task_id", "prompt", "declaration", "canonical_solution", "buggy_solution", "bug_type", "failure_symptoms", "test", "example_test", "entry_point", "signature", "docstring", "instruction" ] ), HumanEvalPackConfig( name="cpp", description="C++ HumanEvalPack", features=[ "task_id", "prompt", "declaration", "canonical_solution", "buggy_solution", "bug_type", "failure_symptoms", "test", "example_test", "entry_point", "signature", "docstring", "instruction" ] ), HumanEvalPackConfig( name="rust", description="Rust HumanEvalPack", features=[ "task_id", "prompt", "declaration", "canonical_solution", "buggy_solution", "bug_type", "failure_symptoms", "test", "example_test", "entry_point", "signature", "docstring", "instruction" ] ), ] DEFAULT_CONFIG_NAME = "js" def _info(self): return datasets.DatasetInfo( description=_DESCRIPTION, features=datasets.Features( { "task_id": datasets.Value("string"), "prompt": datasets.Value("string"), "declaration": datasets.Value("string"), "canonical_solution": datasets.Value("string"), "buggy_solution": datasets.Value("string"), "bug_type": datasets.Value("string"), "failure_symptoms": datasets.Value("string"), "entry_point": datasets.Value("string"), "test": datasets.Value("string"), "example_test": datasets.Value("string"), "signature": datasets.Value("string"), "docstring": datasets.Value("string"), "instruction": datasets.Value("string"), } ), homepage=_HOMEPAGE, ) def _split_generators(self, dl_manager): if self.config.name == "python": return split_generator(dl_manager, self.config.name) elif self.config.name == "cpp": return split_generator(dl_manager, self.config.name) elif self.config.name == "go": return split_generator(dl_manager, self.config.name) elif self.config.name == "java": return split_generator(dl_manager, self.config.name) elif self.config.name == "js": return split_generator(dl_manager, self.config.name) elif self.config.name == "rust": return split_generator(dl_manager, self.config.name) def _generate_examples(self, filepath): key = 0 with open(filepath) as f: for line in f: row = json.loads(line) key += 1 yield key, { "task_id": row["task_id"], "prompt": row["prompt"], "declaration": row["declaration"], "canonical_solution": row["canonical_solution"], "buggy_solution": row["buggy_solution"], "bug_type": row["bug_type"], "failure_symptoms": row["failure_symptoms"], "test": row["test"], "example_test": row["example_test"], "entry_point": row["entry_point"], "signature": row["signature"], "docstring": row["docstring"], "instruction": row["instruction"], } key += 1