# coding=utf-8 # Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """HumanEval-X-Bugs dataset.""" import json import datasets _DESCRIPTION = """ """ _HOMEPAGE = "https://github.com/bigcode-project/commits" def get_url(name): url = f"data/{name}/data/humanevalbugs.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 HumanEvalXBugsConfig(datasets.BuilderConfig): """BuilderConfig """ def __init__(self, name, description, features, **kwargs): super(HumanEvalXBugsConfig, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs) self.name = name self.description = description self.features = features class HumanEvalXBugs(datasets.GeneratorBasedBuilder): VERSION = datasets.Version("1.0.0") BUILDER_CONFIGS = [ HumanEvalXBugsConfig( name="python", description="Python HumanEvalBugs", features=[ "task_id", "prompt", "import", "declaration", "buggy_solution", "canonical_solution", "test", "test_setup", "example_test", "bug_type", "failure_symptoms", "entry_point" ] ), HumanEvalXBugsConfig( name="cpp", description="C++ HumanEvalBugs", features=[ "task_id", "prompt", "import", "declaration", "buggy_solution", "canonical_solution", "test", "test_setup", "example_test", "bug_type", "failure_symptoms", "entry_point" ] ), HumanEvalXBugsConfig( name="go", description="Go HumanEvalBugs", features=[ "task_id", "prompt", "import", "declaration", "buggy_solution", "canonical_solution", "test", "test_setup", "example_test", "bug_type", "failure_symptoms", "entry_point" ] ), HumanEvalXBugsConfig( name="java", description="Java HumanEvalBugs", features=[ "task_id", "prompt", "import", "declaration", "buggy_solution", "canonical_solution", "test", "test_setup", "example_test", "bug_type", "failure_symptoms", "entry_point" ] ), HumanEvalXBugsConfig( name="js", description="JavaScript HumanEvalBugs", features=[ "task_id", "prompt", "import", "declaration", "buggy_solution", "canonical_solution", "test", "test_setup", "example_test", "bug_type", "failure_symptoms", "entry_point" ] ), HumanEvalXBugsConfig( name="rust", description="JavaScript HumanEvalBugs", features=[ "task_id", "prompt", "import", "declaration", "buggy_solution", "canonical_solution", "test", "test_setup", "example_test", "bug_type", "failure_symptoms", "entry_point" ] ), ] DEFAULT_CONFIG_NAME = "python" def _info(self): return datasets.DatasetInfo( description=_DESCRIPTION, features=datasets.Features( { "task_id": datasets.Value("string"), "prompt": datasets.Value("string"), "import": 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"), "test_setup": datasets.Value("string"), "example_test": 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"], "import": row.get("import", ""), # Only for Go "declaration": row["declaration"], "buggy_solution": row["buggy_solution"], "canonical_solution": row["canonical_solution"], "bug_type": row["bug_type"], "failure_symptoms": row["failure_symptoms"], "entry_point": row["entry_point"], "test": row["test"], "test_setup": row.get("test_setup", ""), # Only for Go "example_test": row["example_test"], } key += 1