


import numpy as np






class    UpperCAmelCase__	:



    """simple docstring"""






    def __init__(      self ,       A_=None ,       A_=None ,       A_=None ,       A_=None ,       A_=None   )  ->	Optional[Any]:
         self.set_matricies(red=_UpperCAmelCase ,       green=_UpperCAmelCase ,       blue=_UpperCAmelCase ,       red_edge=_UpperCAmelCase ,       nir=_UpperCAmelCase   )






    def _a (      self ,       A_=None ,       A_=None ,       A_=None ,       A_=None ,       A_=None   )  ->	Optional[Any]:






         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 ,       A_="" ,       A_=None ,       A_=None ,       A_=None ,       A_=None ,       A_=None   )  ->	Optional[int]:
         self.set_matricies(red=_UpperCAmelCase ,       green=_UpperCAmelCase ,       blue=_UpperCAmelCase ,       red_edge=_UpperCAmelCase ,       nir=_UpperCAmelCase   )
         __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   )  ->	int:
         return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))






    def _a (      self   )  ->	List[str]:
         return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
             (self.nir - self.red) / (self.nir + self.red)
         )






    def _a (      self   )  ->	int:
         return self.nir * (self.red / (self.green**2))






    def _a (      self   )  ->	Tuple:
         return (2 * self.green - self.red - self.blue) / (
             2 * self.green + self.red + self.blue
         )






    def _a (      self   )  ->	List[str]:
         return (self.nir - self.red) / (self.nir + self.red)






    def _a (      self   )  ->	str:
         return (self.nir - self.blue) / (self.nir + self.blue)






    def _a (      self   )  ->	Union[str, Any]:
         return (self.redEdge - self.red) / (self.redEdge + self.red)






    def _a (      self   )  ->	Union[str, Any]:
         return (self.nir - self.green) / (self.nir + self.green)






    def _a (      self   )  ->	Dict:
         return (self.nir - (self.green + self.blue)) / (
             self.nir + (self.green + self.blue)
         )






    def _a (      self   )  ->	Optional[Any]:
         return (self.nir - (self.green + self.red)) / (
             self.nir + (self.green + self.red)
         )






    def _a (      self   )  ->	Dict:
         return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))






    def _a (      self   )  ->	str:
         return (self.nir - (self.green + self.red + self.blue)) / (
             self.nir + (self.green + self.red + self.blue)
         )






    def _a (      self ,       A_=0.08 ,       A_=1.22 ,       A_=0.03   )  ->	Tuple:
         return a * (
             (self.nir - a * self.red - b)
             / (a * self.nir + self.red - a * b + x * (1 + a**2))
         )






    def _a (      self   )  ->	Dict:
         return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)






    def _a (      self   )  ->	Tuple:
         return (self.nir / self.green) - 1






    def _a (      self   )  ->	int:
         return (self.nir / self.redEdge) - 1






    def _a (      self   )  ->	Tuple:
         return (self.red - self.blue) / self.red






    def _a (      self   )  ->	Tuple:
         __UpperCamelCase   							=self.ndvi()
         return ((ndvi + 0.5) / (abs(ndvi + 0.5   ))) * (abs(ndvi + 0.5   ) ** (1 / 2))






    def _a (      self   )  ->	Any:
         return self.nir - self.green






    def _a (      self   )  ->	Optional[Any]:
         return 2.5 * (
             (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
         )






    def _a (      self   )  ->	List[Any]:
         __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 - 0.25 * n) - (self.red - 0.125) / (1 - self.red)






    def _a (      self ,       A_=0.16   )  ->	Optional[Any]:
         return (self.nir - self.green) / (self.nir + self.green + y)






    def _a (      self ,       A_=0.5   )  ->	Dict:
         return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)






    def _a (      self   )  ->	List[Any]:
         return np.arctan(
             ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)   )






    def _a (      self ,       A_=None ,       A_=None   )  ->	Dict:
         return (self.nir - b) / (a * self.red)






    def _a (      self   )  ->	int:
         return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)






    def _a (      self   )  ->	Tuple:
         return (self.red + self.green + self.blue) / 30.5






    def _a (      self   )  ->	Dict:
         return self.nir / self.red






    def _a (      self   )  ->	List[str]:
         return (self.rvi() - 1) / (self.rvi() + 1)






    def _a (      self   )  ->	int:
         return (
             (2 * self.nir + 1)
             - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
         ) / 2






    def _a (      self   )  ->	Union[str, Any]:
         return self.green / (self.nir + self.red + self.green)






    def _a (      self   )  ->	Union[str, Any]:
         return self.nir / (self.nir + self.red + self.green)






    def _a (      self   )  ->	List[str]:
         return self.red / (self.nir + self.red + self.green)






    def _a (      self   )  ->	Tuple:
         return (self.green - self.red) / (self.green + self.red)






    def _a (      self   )  ->	List[str]:
         return (self.red - self.green) / (self.red + self.green)






    def _a (      self   )  ->	List[Any]:
         __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   )  ->	Dict:
         return (2 * self.red - self.green - self.blue) / (self.green - self.blue)






    def _a (      self   )  ->	Optional[Any]:
         return self.nir / self.red






    def _a (      self   )  ->	List[str]:
         return (self.ndvi() + 0.5) ** (1 / 2)






    def _a (      self   )  ->	Any:
         return (self.nir - self.redEdge) / (self.nir + self.redEdge)









from ..utils import DummyObject, requires_backends






class    UpperCAmelCase__	( metaclass=A_		):



    """simple docstring"""






    UpperCAmelCase__						:		Any              =  ["speech"]






    def __init__(      self ,       *A_ ,       **A_   )  ->	Any:
         requires_backends(self ,       ['speech']   )






class    UpperCAmelCase__	( metaclass=A_		):



    """simple docstring"""






    UpperCAmelCase__						:		Union[str, Any]              =  ["speech"]






    def __init__(      self ,       *A_ ,       **A_   )  ->	Union[str, Any]:
         requires_backends(self ,       ['speech']   )





