






'''simple docstring'''

# Imports
import numpy as np






class        a_		:

  def __init__(   self    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None   )						->   Optional[Any]:



        """simple docstring"""






        self.set_matricies(red=_SCREAMING_SNAKE_CASE    ,	green=_SCREAMING_SNAKE_CASE    ,	blue=_SCREAMING_SNAKE_CASE    ,	red_edge=_SCREAMING_SNAKE_CASE    ,	nir=_SCREAMING_SNAKE_CASE   )

  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None   )						->   Optional[int]:



        """simple docstring"""






        if red is not None:
              UpperCamelCase       						=      red
        if green is not None:
              UpperCamelCase       						=      green
        if blue is not None:
              UpperCamelCase       						=      blue
        if red_edge is not None:
              UpperCamelCase       						=      red_edge
        if nir is not None:
              UpperCamelCase       						=      nir
        return True

  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE=""    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None   )						->   List[Any]:



        """simple docstring"""






        self.set_matricies(red=_SCREAMING_SNAKE_CASE    ,	green=_SCREAMING_SNAKE_CASE    ,	blue=_SCREAMING_SNAKE_CASE    ,	red_edge=_SCREAMING_SNAKE_CASE    ,	nir=_SCREAMING_SNAKE_CASE   )
        UpperCamelCase       						=      {
            """ARVI2""": self.arvaa,
            """CCCI""": self.ccci,
            """CVI""": self.cvi,
            """GLI""": self.gli,
            """NDVI""": self.ndvi,
            """BNDVI""": self.bndvi,
            """redEdgeNDVI""": self.red_edge_ndvi,
            """GNDVI""": self.gndvi,
            """GBNDVI""": self.gbndvi,
            """GRNDVI""": self.grndvi,
            """RBNDVI""": self.rbndvi,
            """PNDVI""": self.pndvi,
            """ATSAVI""": self.atsavi,
            """BWDRVI""": self.bwdrvi,
            """CIgreen""": self.ci_green,
            """CIrededge""": self.ci_rededge,
            """CI""": self.ci,
            """CTVI""": self.ctvi,
            """GDVI""": self.gdvi,
            """EVI""": self.evi,
            """GEMI""": self.gemi,
            """GOSAVI""": self.gosavi,
            """GSAVI""": self.gsavi,
            """Hue""": self.hue,
            """IVI""": self.ivi,
            """IPVI""": self.ipvi,
            """I""": self.i,
            """RVI""": self.rvi,
            """MRVI""": self.mrvi,
            """MSAVI""": self.m_savi,
            """NormG""": self.norm_g,
            """NormNIR""": self.norm_nir,
            """NormR""": self.norm_r,
            """NGRDI""": self.ngrdi,
            """RI""": self.ri,
            """S""": self.s,
            """IF""": self._if,
            """DVI""": self.dvi,
            """TVI""": self.tvi,
            """NDRE""": self.ndre,
        }

        try:
              return funcs[index]()
        except KeyError:
              print("""Index not in the list!"""   )
              return False

  def 						A__		(   self   )						->   Any:



        """simple docstring"""






        return -0.1_8 + (1.1_7 * ((self.nir - self.red) / (self.nir + self.red)))

  def 						A__		(   self   )						->   Union[str, Any]:



        """simple docstring"""






        return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
            (self.nir - self.red) / (self.nir + self.red)
        )

  def 						A__		(   self   )						->   Dict:



        """simple docstring"""






        return self.nir * (self.red / (self.green**2))

  def 						A__		(   self   )						->   List[Any]:



        """simple docstring"""






        return (2 * self.green - self.red - self.blue) / (
            2 * self.green + self.red + self.blue
        )

  def 						A__		(   self   )						->   List[Any]:



        """simple docstring"""






        return (self.nir - self.red) / (self.nir + self.red)

  def 						A__		(   self   )						->   List[str]:



        """simple docstring"""






        return (self.nir - self.blue) / (self.nir + self.blue)

  def 						A__		(   self   )						->   Any:



        """simple docstring"""






        return (self.redEdge - self.red) / (self.redEdge + self.red)

  def 						A__		(   self   )						->   List[str]:



        """simple docstring"""






        return (self.nir - self.green) / (self.nir + self.green)

  def 						A__		(   self   )						->   Optional[Any]:



        """simple docstring"""






        return (self.nir - (self.green + self.blue)) / (
            self.nir + (self.green + self.blue)
        )

  def 						A__		(   self   )						->   Dict:



        """simple docstring"""






        return (self.nir - (self.green + self.red)) / (
            self.nir + (self.green + self.red)
        )

  def 						A__		(   self   )						->   Optional[Any]:



        """simple docstring"""






        return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))

  def 						A__		(   self   )						->   List[Any]:



        """simple docstring"""






        return (self.nir - (self.green + self.red + self.blue)) / (
            self.nir + (self.green + self.red + self.blue)
        )

  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE=0.0_8    ,	_SCREAMING_SNAKE_CASE=1.2_2    ,	_SCREAMING_SNAKE_CASE=0.0_3   )						->   Tuple:



        """simple docstring"""






        return a * (
            (self.nir - a * self.red - b)
            / (a * self.nir + self.red - a * b + x * (1 + a**2))
        )

  def 						A__		(   self   )						->   int:



        """simple docstring"""






        return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)

  def 						A__		(   self   )						->   Dict:



        """simple docstring"""






        return (self.nir / self.green) - 1

  def 						A__		(   self   )						->   List[Any]:



        """simple docstring"""






        return (self.nir / self.redEdge) - 1

  def 						A__		(   self   )						->   Any:



        """simple docstring"""






        return (self.red - self.blue) / self.red

  def 						A__		(   self   )						->   List[Any]:



        """simple docstring"""






        UpperCamelCase       						=      self.ndvi()
        return ((ndvi + 0.5) / (abs(ndvi + 0.5   ))) * (abs(ndvi + 0.5   ) ** (1 / 2))

  def 						A__		(   self   )						->   Any:



        """simple docstring"""






        return self.nir - self.green

  def 						A__		(   self   )						->   str:



        """simple docstring"""






        return 2.5 * (
            (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
        )

  def 						A__		(   self   )						->   List[Any]:



        """simple docstring"""






        UpperCamelCase       						=      (2 * (self.nir**2 - self.red**2) + 1.5 * self.nir + 0.5 * self.red) / (
            self.nir + self.red + 0.5
        )
        return n * (1 - 0.2_5 * n) - (self.red - 0.1_2_5) / (1 - self.red)

  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE=0.1_6   )						->   Optional[Any]:



        """simple docstring"""






        return (self.nir - self.green) / (self.nir + self.green + y)

  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE=0.5   )						->   Union[str, Any]:



        """simple docstring"""






        return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)

  def 						A__		(   self   )						->   str:



        """simple docstring"""






        return np.arctan(
            ((2 * self.red - self.green - self.blue) / 3_0.5) * (self.green - self.blue)   )

  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None   )						->   str:



        """simple docstring"""






        return (self.nir - b) / (a * self.red)

  def 						A__		(   self   )						->   str:



        """simple docstring"""






        return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)

  def 						A__		(   self   )						->   Tuple:



        """simple docstring"""






        return (self.red + self.green + self.blue) / 3_0.5

  def 						A__		(   self   )						->   Tuple:



        """simple docstring"""






        return self.nir / self.red

  def 						A__		(   self   )						->   Optional[Any]:



        """simple docstring"""






        return (self.rvi() - 1) / (self.rvi() + 1)

  def 						A__		(   self   )						->   Optional[int]:



        """simple docstring"""






        return (
            (2 * self.nir + 1)
            - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
        ) / 2

  def 						A__		(   self   )						->   str:



        """simple docstring"""






        return self.green / (self.nir + self.red + self.green)

  def 						A__		(   self   )						->   Optional[int]:



        """simple docstring"""






        return self.nir / (self.nir + self.red + self.green)

  def 						A__		(   self   )						->   List[str]:



        """simple docstring"""






        return self.red / (self.nir + self.red + self.green)

  def 						A__		(   self   )						->   Optional[int]:



        """simple docstring"""






        return (self.green - self.red) / (self.green + self.red)

  def 						A__		(   self   )						->   int:



        """simple docstring"""






        return (self.red - self.green) / (self.red + self.green)

  def 						A__		(   self   )						->   int:



        """simple docstring"""






        UpperCamelCase       						=      np.max([np.max(self.red   ), np.max(self.green   ), np.max(self.blue   )]   )
        UpperCamelCase       						=      np.min([np.min(self.red   ), np.min(self.green   ), np.min(self.blue   )]   )
        return (max_value - min_value) / max_value

  def 						A__		(   self   )						->   str:



        """simple docstring"""






        return (2 * self.red - self.green - self.blue) / (self.green - self.blue)

  def 						A__		(   self   )						->   Any:



        """simple docstring"""






        return self.nir / self.red

  def 						A__		(   self   )						->   Union[str, Any]:



        """simple docstring"""






        return (self.ndvi() + 0.5) ** (1 / 2)


  def 						A__		(   self   )						->   str:



        """simple docstring"""






        return (self.nir - self.redEdge) / (self.nir + self.redEdge)








'''simple docstring'''

from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_torch_available,
)


SCREAMING_SNAKE_CASE__											=     {
    'configuration_swiftformer': [
        'SWIFTFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP',
        'SwiftFormerConfig',
        'SwiftFormerOnnxConfig',
    ]
}

try:
     if not is_torch_available():
          raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
     pass
else:
     SCREAMING_SNAKE_CASE__											=     [
         'SWIFTFORMER_PRETRAINED_MODEL_ARCHIVE_LIST',
         'SwiftFormerForImageClassification',
         'SwiftFormerModel',
         'SwiftFormerPreTrainedModel',
     ]

if TYPE_CHECKING:
     from .configuration_swiftformer import (
         SWIFTFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP,
         SwiftFormerConfig,
         SwiftFormerOnnxConfig,
     )

     try:
          if not is_torch_available():
               raise OptionalDependencyNotAvailable()
     except OptionalDependencyNotAvailable:
          pass
     else:
          from .modeling_swiftformer import (
              SWIFTFORMER_PRETRAINED_MODEL_ARCHIVE_LIST,
              SwiftFormerForImageClassification,
              SwiftFormerModel,
              SwiftFormerPreTrainedModel,
          )

else:
     import sys

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