



import pytest


__snake_case       :	Any            ='__dummy_dataset1__'

__snake_case       :	Tuple            ='\nimport json\nimport os\n\nimport datasets\n\n\nREPO_URL = "https://huggingface.co/datasets/albertvillanova/tests-raw-jsonl/resolve/main/"\nURLS = {"train": REPO_URL + "wikiann-bn-train.jsonl", "validation": REPO_URL + "wikiann-bn-validation.jsonl"}\n\n\nclass __DummyDataset1__(datasets.GeneratorBasedBuilder):\n\n    def _info(self):\n        features = datasets.Features(\n            {\n                "tokens": datasets.Sequence(datasets.Value("string")),\n                "ner_tags": datasets.Sequence(\n                    datasets.features.ClassLabel(\n                        names=[\n                            "O",\n                            "B-PER",\n                            "I-PER",\n                            "B-ORG",\n                            "I-ORG",\n                            "B-LOC",\n                            "I-LOC",\n                        ]\n                    )\n                ),\n                "langs": datasets.Sequence(datasets.Value("string")),\n                "spans": datasets.Sequence(datasets.Value("string")),\n            }\n        )\n        return datasets.DatasetInfo(features=features)\n\n    def _split_generators(self, dl_manager):\n        dl_path = dl_manager.download(URLS)\n        return [\n            datasets.SplitGenerator(datasets.Split.TRAIN, gen_kwargs={"filepath": dl_path["train"]}),\n            datasets.SplitGenerator(datasets.Split.VALIDATION, gen_kwargs={"filepath": dl_path["validation"]}),\n        ]\n\n    def _generate_examples(self, filepath):\n        with open(filepath, "r", encoding="utf-8") as f:\n            for i, line in enumerate(f):\n                yield i, json.loads(line)\n'






@pytest.fixture
def 			lowerCAmelCase__	(					):





				'''simple docstring'''

				return DATASET_LOADING_SCRIPT_NAME






@pytest.fixture
def 			lowerCAmelCase__	(					):





				'''simple docstring'''

				return DATASET_LOADING_SCRIPT_CODE






@pytest.fixture
def 			lowerCAmelCase__	(					lowerCamelCase_	:	str ,lowerCamelCase_	:	Union[str, Any] ,lowerCamelCase_	:	List[str]):





				'''simple docstring'''

				lowerCAmelCase__  :       List[str]				=  dataset_loading_script_name
				lowerCAmelCase__  :       Optional[Any]				=  tmp_path / """datasets""" / script_name
				script_dir.mkdir(parents=snake_case__)
				lowerCAmelCase__  :       Tuple				=  script_dir / f"""{script_name}.py"""
				with open(snake_case__ ,'''w''') as f:
								f.write(snake_case__)
				return str(snake_case__)






def 			lowerCAmelCase__	(					lowerCamelCase_	:	int):





				'''simple docstring'''

				if length <= 0 or not isinstance(lowerCamelCase_ ,lowerCamelCase_):
								raise ValueError('''Length must be a positive integer.''')
				return [n * (2 * n - 1) for n in range(lowerCamelCase_)]


if __name__ == "__main__":
							print(hexagonal_numbers(length=5))
							print(hexagonal_numbers(length=1_0))

