"""simple docstring"""







import numpy as np







class        UpperCamelCase		:
   def __init__(			self     ,__UpperCamelCase=None     ,__UpperCamelCase=None     ,__UpperCamelCase=None     ,__UpperCamelCase=None     ,__UpperCamelCase=None			)	->      str:


        '''simple docstring'''


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


        '''simple docstring'''


        if red is not None:
             lowercase_	:				Any													=	red
        if green is not None:
             lowercase_	:				List[Any]													=	green
        if blue is not None:
             lowercase_	:				Any													=	blue
        if red_edge is not None:
             lowercase_	:				Dict													=	red_edge
        if nir is not None:
             lowercase_	:				Tuple													=	nir
        return True
   def 			_UpperCAmelCase   (			self     ,__UpperCamelCase=""     ,__UpperCamelCase=None     ,__UpperCamelCase=None     ,__UpperCamelCase=None     ,__UpperCamelCase=None     ,__UpperCamelCase=None			)	->      str:


        '''simple docstring'''


        self.set_matricies(red=snake_case_     ,green=snake_case_     ,blue=snake_case_     ,red_edge=snake_case_     ,nir=snake_case_			)
        lowercase_	:				Any													=	{
            '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 			_UpperCAmelCase   (			self			)	->      Any:


        '''simple docstring'''


        return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))
   def 			_UpperCAmelCase   (			self			)	->      List[str]:


        '''simple docstring'''


        return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
            (self.nir - self.red) / (self.nir + self.red)
        )
   def 			_UpperCAmelCase   (			self			)	->      Tuple:


        '''simple docstring'''


        return self.nir * (self.red / (self.green**2))
   def 			_UpperCAmelCase   (			self			)	->      Optional[Any]:


        '''simple docstring'''


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


        '''simple docstring'''


        return (self.nir - self.red) / (self.nir + self.red)
   def 			_UpperCAmelCase   (			self			)	->      Any:


        '''simple docstring'''


        return (self.nir - self.blue) / (self.nir + self.blue)
   def 			_UpperCAmelCase   (			self			)	->      Any:


        '''simple docstring'''


        return (self.redEdge - self.red) / (self.redEdge + self.red)
   def 			_UpperCAmelCase   (			self			)	->      Dict:


        '''simple docstring'''


        return (self.nir - self.green) / (self.nir + self.green)
   def 			_UpperCAmelCase   (			self			)	->      List[Any]:


        '''simple docstring'''


        return (self.nir - (self.green + self.blue)) / (
            self.nir + (self.green + self.blue)
        )
   def 			_UpperCAmelCase   (			self			)	->      Optional[int]:


        '''simple docstring'''


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


        '''simple docstring'''


        return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))
   def 			_UpperCAmelCase   (			self			)	->      List[Any]:


        '''simple docstring'''


        return (self.nir - (self.green + self.red + self.blue)) / (
            self.nir + (self.green + self.red + self.blue)
        )
   def 			_UpperCAmelCase   (			self     ,__UpperCamelCase=0.08     ,__UpperCamelCase=1.22     ,__UpperCamelCase=0.03			)	->      Union[str, Any]:


        '''simple docstring'''


        return a * (
            (self.nir - a * self.red - b)
            / (a * self.nir + self.red - a * b + x * (1 + a**2))
        )
   def 			_UpperCAmelCase   (			self			)	->      List[Any]:


        '''simple docstring'''


        return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)
   def 			_UpperCAmelCase   (			self			)	->      List[str]:


        '''simple docstring'''


        return (self.nir / self.green) - 1
   def 			_UpperCAmelCase   (			self			)	->      Optional[int]:


        '''simple docstring'''


        return (self.nir / self.redEdge) - 1
   def 			_UpperCAmelCase   (			self			)	->      Dict:


        '''simple docstring'''


        return (self.red - self.blue) / self.red
   def 			_UpperCAmelCase   (			self			)	->      Union[str, Any]:


        '''simple docstring'''


        lowercase_	:				List[Any]													=	self.ndvi()
        return ((ndvi + 0.5) / (abs(ndvi + 0.5			))) * (abs(ndvi + 0.5			) ** (1 / 2))
   def 			_UpperCAmelCase   (			self			)	->      List[str]:


        '''simple docstring'''


        return self.nir - self.green
   def 			_UpperCAmelCase   (			self			)	->      Tuple:


        '''simple docstring'''


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


        '''simple docstring'''


        lowercase_	:				Union[str, Any]													=	(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 			_UpperCAmelCase   (			self     ,__UpperCamelCase=0.16			)	->      Dict:


        '''simple docstring'''


        return (self.nir - self.green) / (self.nir + self.green + y)
   def 			_UpperCAmelCase   (			self     ,__UpperCamelCase=0.5			)	->      List[Any]:


        '''simple docstring'''


        return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)
   def 			_UpperCAmelCase   (			self			)	->      Dict:


        '''simple docstring'''


        return np.arctan(
            ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)			)
   def 			_UpperCAmelCase   (			self     ,__UpperCamelCase=None     ,__UpperCamelCase=None			)	->      List[str]:


        '''simple docstring'''


        return (self.nir - b) / (a * self.red)
   def 			_UpperCAmelCase   (			self			)	->      str:


        '''simple docstring'''


        return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)
   def 			_UpperCAmelCase   (			self			)	->      List[str]:


        '''simple docstring'''


        return (self.red + self.green + self.blue) / 30.5
   def 			_UpperCAmelCase   (			self			)	->      int:


        '''simple docstring'''


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


        '''simple docstring'''


        return (self.rvi() - 1) / (self.rvi() + 1)
   def 			_UpperCAmelCase   (			self			)	->      Optional[Any]:


        '''simple docstring'''


        return (
            (2 * self.nir + 1)
            - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
        ) / 2
   def 			_UpperCAmelCase   (			self			)	->      Union[str, Any]:


        '''simple docstring'''


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


        '''simple docstring'''


        return self.nir / (self.nir + self.red + self.green)
   def 			_UpperCAmelCase   (			self			)	->      Dict:


        '''simple docstring'''


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


        '''simple docstring'''


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


        '''simple docstring'''


        return (self.red - self.green) / (self.red + self.green)
   def 			_UpperCAmelCase   (			self			)	->      int:


        '''simple docstring'''


        lowercase_	:				List[str]													=	np.max([np.max(self.red			), np.max(self.green			), np.max(self.blue			)]			)
        lowercase_	:				str													=	np.min([np.min(self.red			), np.min(self.green			), np.min(self.blue			)]			)
        return (max_value - min_value) / max_value
   def 			_UpperCAmelCase   (			self			)	->      int:


        '''simple docstring'''


        return (2 * self.red - self.green - self.blue) / (self.green - self.blue)
   def 			_UpperCAmelCase   (			self			)	->      Optional[int]:


        '''simple docstring'''


        return self.nir / self.red
   def 			_UpperCAmelCase   (			self			)	->      List[Any]:


        '''simple docstring'''


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







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


        '''simple docstring'''


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








'''simple docstring'''




def 	UpperCAmelCase_							(					__lowercase							:      int       )		->       int:


     '''simple docstring'''



     if not isinstance(__lowercase			,     __lowercase       ) or number < 0:
          raise ValueError("Input must be a non-negative integer"       )

     _UpperCAmelCase     							=   0
     while number:
          # This way we arrive at next set bit (next 1) instead of looping
          # through each bit and checking for 1s hence the
          # loop won't run 32 times it will only run the number of `1` times
          number &= number - 1
          count += 1
     return count


if __name__ == "__main__":
  import doctest

  doctest.testmod()




