





# Imports
import numpy as np



class    A__  :





      def __init__(					self			,				A_=None			,				A_=None			,				A_=None			,				A_=None			,				A_=None  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self			,				A_=None			,				A_=None			,				A_=None			,				A_=None			,				A_=None  ):
       '''simple docstring'''




       if red is not None:
        UpperCamelCase      :   str			      =  red
       if green is not None:
        UpperCamelCase      :   Optional[int]			      =  green
       if blue is not None:
        UpperCamelCase      :   int			      =  blue
       if red_edge is not None:
        UpperCamelCase      :   Tuple			      =  red_edge
       if nir is not None:
        UpperCamelCase      :   str			      =  nir
       return True





      def 			__UpperCamelCase(					self			,				A_=""			,				A_=None			,				A_=None			,				A_=None			,				A_=None			,				A_=None  ):
       '''simple docstring'''




       self.set_matricies(red=A_			,				green=A_			,				blue=A_			,				red_edge=A_			,				nir=A_  )
       UpperCamelCase      :   Tuple			      =  {
           "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  ):
       '''simple docstring'''




       return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self			,				A_=0.08			,				A_=1.22			,				A_=0.03  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




       return self.nir - self.green





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




       UpperCamelCase      :   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 - 0.1_25) / (1 - self.red)





      def 			__UpperCamelCase(					self			,				A_=0.16  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self			,				A_=0.5  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




       return np.arctan(
           ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)  )





      def 			__UpperCamelCase(					self			,				A_=None			,				A_=None  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




       return (self.red + self.green + self.blue) / 30.5





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




       return self.nir / self.red





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




       return self.nir / self.red





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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





      def 			__UpperCamelCase(					self  ):
       '''simple docstring'''




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







__lowerCamelCase			:	str					    =	6_5521



def 						A_							(	_lowerCAmelCase	)		->					int:
 UpperCamelCase      :   Any			      =  1
 UpperCamelCase      :   str			      =  0
 for plain_chr in plain_text:
  UpperCamelCase      :   List[Any]			      =  (a + ord(_lowerCAmelCase	)) % MOD_ADLER
  UpperCamelCase      :   List[Any]			      =  (b + a) % MOD_ADLER
 return (b << 16) | a
