





"""simple docstring"""



def 		__lowercase					(       snake_case_  :  Union[str, Any]    ,snake_case_  :  int    ,snake_case_  :  str=False						)       ->Optional[Any]:



    '''simple docstring'''







    if isinstance(snake_case_    ,snake_case_						) and isinstance(snake_case_    ,snake_case_						):
        __A   :						Optional[int]									=					len(set_a.intersection(snake_case_						)						)

        if alternative_union:
            __A   :						Tuple									=					len(snake_case_						) + len(snake_case_						)
        else:
            __A   :						List[Any]									=					len(set_a.union(snake_case_						)						)

        return intersection / union

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

        if alternative_union:
            __A   :						List[Any]									=					len(snake_case_						) + len(snake_case_						)
            return len(snake_case_						) / union
        else:
            __A   :						Tuple									=					set_a + [element for element in set_b if element not in set_a]
            return len(snake_case_						) / len(snake_case_						)

        return len(snake_case_						) / len(snake_case_						)
    return None


if __name__ == "__main__":
       a_			=      {"""a""", """b""", """c""", """d""", """e"""}
       a_			=      {"""c""", """d""", """e""", """f""", """h""", """i"""}
       print(jaccard_similarity(set_a, set_b))











"""simple docstring"""



from typing import TYPE_CHECKING

from ..utils import _LazyModule


a_			=      {
    """config""": [
        """EXTERNAL_DATA_FORMAT_SIZE_LIMIT""",
        """OnnxConfig""",
        """OnnxConfigWithPast""",
        """OnnxSeq2SeqConfigWithPast""",
        """PatchingSpec""",
    ],
    """convert""": ["""export""", """validate_model_outputs"""],
    """features""": ["""FeaturesManager"""],
    """utils""": ["""ParameterFormat""", """compute_serialized_parameters_size"""],
}


if TYPE_CHECKING:
       from .config import (
           EXTERNAL_DATA_FORMAT_SIZE_LIMIT,
           OnnxConfig,
           OnnxConfigWithPast,
           OnnxSeqaSeqConfigWithPast,
           PatchingSpec,
       )
       from .convert import export, validate_model_outputs
       from .features import FeaturesManager
       from .utils import ParameterFormat, compute_serialized_parameters_size

else:
       import sys

       a_			=      _LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)




