

def       A_				(   _UpperCAmelCase    ,     _UpperCAmelCase    ,     _UpperCAmelCase=False   ):

						if isinstance(_UpperCAmelCase    ,     _UpperCAmelCase   ) and isinstance(_UpperCAmelCase    ,     _UpperCAmelCase   ):
												SCREAMING_SNAKE_CASE_:			Any  		=	len(set_a.intersection(_UpperCAmelCase   )   )

												if alternative_union:
																		SCREAMING_SNAKE_CASE_:			List[Any]  		=	len(_UpperCAmelCase   ) + len(_UpperCAmelCase   )
												else:
																		SCREAMING_SNAKE_CASE_:			Union[str, Any]  		=	len(set_a.union(_UpperCAmelCase   )   )

												return intersection / union

						if isinstance(_UpperCAmelCase    ,     (list, tuple)   ) and isinstance(_UpperCAmelCase    ,     (list, tuple)   ):
												SCREAMING_SNAKE_CASE_:			str  		=	[element for element in set_a if element in set_b]

												if alternative_union:
																		SCREAMING_SNAKE_CASE_:			Optional[Any]  		=	len(_UpperCAmelCase   ) + len(_UpperCAmelCase   )
																		return len(_UpperCAmelCase   ) / union
												else:
																		SCREAMING_SNAKE_CASE_:			Optional[Any]  		=	set_a + [element for element in set_b if element not in set_a]
																		return len(_UpperCAmelCase   ) / len(_UpperCAmelCase   )

												return len(_UpperCAmelCase   ) / len(_UpperCAmelCase   )
						return None


if __name__ == "__main__":
						lowerCAmelCase							:  Union[str, Any]            =						{"""a""", """b""", """c""", """d""", """e"""}
						lowerCAmelCase							:  List[str]            =						{"""c""", """d""", """e""", """f""", """h""", """i"""}
						print(jaccard_similarity(set_a, set_b))









from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


lowerCAmelCase							:  Optional[int]            =						{
    """configuration_nllb_moe""": [
        """NLLB_MOE_PRETRAINED_CONFIG_ARCHIVE_MAP""",
        """NllbMoeConfig""",
    ]
}

try:
						if not is_torch_available():
												raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
						pass
else:
						lowerCAmelCase							:  Optional[int]            =						[
						    """NLLB_MOE_PRETRAINED_MODEL_ARCHIVE_LIST""",
						    """NllbMoeForConditionalGeneration""",
						    """NllbMoeModel""",
						    """NllbMoePreTrainedModel""",
						    """NllbMoeTop2Router""",
						    """NllbMoeSparseMLP""",
						]


if TYPE_CHECKING:
						from .configuration_nllb_moe import (
						    NLLB_MOE_PRETRAINED_CONFIG_ARCHIVE_MAP,
						    NllbMoeConfig,
						)

						try:
												if not is_torch_available():
																		raise OptionalDependencyNotAvailable()
						except OptionalDependencyNotAvailable:
												pass
						else:
												from .modeling_nllb_moe import (
												    NLLB_MOE_PRETRAINED_MODEL_ARCHIVE_LIST,
												    NllbMoeForConditionalGeneration,
												    NllbMoeModel,
												    NllbMoePreTrainedModel,
												    NllbMoeSparseMLP,
												    NllbMoeTopaRouter,
												)


else:
						import sys

						lowerCAmelCase							:  Any            =						_LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)






