


from __future__ import annotations


class   a__	:

       def __init__(   self      :     Optional[int]      ,							lowerCamelCase_      :     int    ):
            a_    :     Any										=    order

            # a_{0} ... a_{k}
            a_    :     Optional[int]										=    [1.0] + [0.0] * order
            # b_{0} ... b_{k}
            a_    :     Optional[Any]										=    [1.0] + [0.0] * order

            # x[n-1] ... x[n-k]
            a_    :     Optional[Any]										=    [0.0] * self.order
            # y[n-1] ... y[n-k]
            a_    :     Union[str, Any]										=    [0.0] * self.order

       def 						UpperCAmelCase(   self      :     Tuple      ,							lowerCamelCase_      :     list[float]      ,							lowerCamelCase_      :     list[float]    ):
            if len(lowerCamelCase_    ) < self.order:
                 a_    :     Tuple										=    [1.0, *a_coeffs]

            if len(lowerCamelCase_    ) != self.order + 1:
                 a_    :     Optional[Any]										=    (
                     F'''Expected a_coeffs to have {self.order + 1} elements '''
                     F'''for {self.order}-order filter, got {len(lowerCamelCase_    )}'''
                 )
                 raise ValueError(lowerCamelCase_    )

            if len(lowerCamelCase_    ) != self.order + 1:
                 a_    :     str										=    (
                     F'''Expected b_coeffs to have {self.order + 1} elements '''
                     F'''for {self.order}-order filter, got {len(lowerCamelCase_    )}'''
                 )
                 raise ValueError(lowerCamelCase_    )

            a_    :     Optional[int]										=    a_coeffs
            a_    :     Dict										=    b_coeffs

       def 						UpperCAmelCase(   self      :     Optional[int]      ,							lowerCamelCase_      :     float    ):
            a_    :     Optional[int]										=    0.0

            # Start at index 1 and do index 0 at the end.
            for i in range(1      ,							self.order + 1    ):
                 result += (
                     self.b_coeffs[i] * self.input_history[i - 1]
                     - self.a_coeffs[i] * self.output_history[i - 1]
                 )

            a_    :     Optional[Any]										=    (result + self.b_coeffs[0] * sample) / self.a_coeffs[0]

            a_    :     int										=    self.input_history[:-1]
            a_    :     int										=    self.output_history[:-1]

            a_    :     int										=    sample
            a_    :     int										=    result

            return result







from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tokenizers_available, is_torch_available


__lowerCamelCase        =     {
    '''configuration_altclip''': [
        '''ALTCLIP_PRETRAINED_CONFIG_ARCHIVE_MAP''',
        '''AltCLIPConfig''',
        '''AltCLIPTextConfig''',
        '''AltCLIPVisionConfig''',
    ],
    '''processing_altclip''': ['''AltCLIPProcessor'''],
}

try:
       if not is_torch_available():
              raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
       pass
else:
       __lowerCamelCase        =     [
           '''ALTCLIP_PRETRAINED_MODEL_ARCHIVE_LIST''',
           '''AltCLIPPreTrainedModel''',
           '''AltCLIPModel''',
           '''AltCLIPTextModel''',
           '''AltCLIPVisionModel''',
       ]


if TYPE_CHECKING:
       from .configuration_altclip import (
           ALTCLIP_PRETRAINED_CONFIG_ARCHIVE_MAP,
           AltCLIPConfig,
           AltCLIPTextConfig,
           AltCLIPVisionConfig,
       )
       from .processing_altclip import AltCLIPProcessor

       try:
              if not is_torch_available():
                     raise OptionalDependencyNotAvailable()
       except OptionalDependencyNotAvailable:
              pass
       else:
              from .modeling_altclip import (
                  ALTCLIP_PRETRAINED_MODEL_ARCHIVE_LIST,
                  AltCLIPModel,
                  AltCLIPPreTrainedModel,
                  AltCLIPTextModel,
                  AltCLIPVisionModel,
              )


else:
       import sys

       __lowerCamelCase        =     _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)



