




"""simple docstring"""


import numpy as np






class       lowercase:







 '''simple docstring'''





 def __init__(       self:	Dict,   a_:	Optional[Any]=None,   a_:	Dict=None,   a_:	Optional[int]=None,   a_:	Tuple=None,   a_:	int=None	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[Any],   a_:	Optional[int]=None,   a_:	List[Any]=None,   a_:	Optional[Any]=None,   a_:	int=None,   a_:	Any=None	):




   '''simple docstring'''



   if red is not None:
     _snake_case							:	int			=						red
   if green is not None:
     _snake_case							:	Optional[Any]			=						green
   if blue is not None:
     _snake_case							:	List[Any]			=						blue
   if red_edge is not None:
     _snake_case							:	List[str]			=						red_edge
   if nir is not None:
     _snake_case							:	List[str]			=						nir
   return True


 def 				UpperCamelCase_     (       self:	List[Any],   a_:	List[str]="",   a_:	Tuple=None,   a_:	int=None,   a_:	Optional[int]=None,   a_:	List[str]=None,   a_:	str=None	):




   '''simple docstring'''



   self.set_matricies(red=a_,   green=a_,   blue=a_,   red_edge=a_,   nir=a_	)
   _snake_case							:	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:	Optional[Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Optional[Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Dict	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Tuple	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Union[str, 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:	Optional[Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Optional[int]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Any	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Any	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	str	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[str],   a_:	List[str]=0.08,   a_:	Dict=1.22,   a_:	int=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:	int	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Any	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	str	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Optional[Any]	):




   '''simple docstring'''



   return self.nir - self.green


 def 				UpperCamelCase_     (       self:	str	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



   _snake_case							:	List[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:	Dict,   a_:	Union[str, Any]=0.16	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Tuple,   a_:	Optional[int]=0.5	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[str],   a_:	List[Any]=None,   a_:	Union[str, Any]=None	):




   '''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:	Tuple	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[Any]	):




   '''simple docstring'''



   return self.nir / self.red


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	str	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[str]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[str]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	int	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Any	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



   _snake_case							:	List[str]			=						np.max([np.max(self.red	), np.max(self.green	), np.max(self.blue	)]	)
   _snake_case							:	Dict			=						np.min([np.min(self.red	), np.min(self.green	), np.min(self.blue	)]	)
   return (max_value - min_value) / max_value


 def 				UpperCamelCase_     (       self:	Any	):




   '''simple docstring'''



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


 def 				UpperCamelCase_     (       self:	List[str]	):




   '''simple docstring'''



   return self.nir / self.red


 def 				UpperCamelCase_     (       self:	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__ (snake_case__							:      int					):
  """simple docstring"""

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

  _snake_case							:	Dict			=						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()


