






# Imports
import numpy as np





class 						SCREAMING_SNAKE_CASE				:





							"""simple docstring"""

							def __init__(  self:   int		,     __A:   Any=None		,     __A:   Dict=None		,     __A:   Dict=None		,     __A:   Any=None		,     __A:   Any=None   )    ->				Optional[int]:
												self.set_matricies(red=__lowerCamelCase		,     green=__lowerCamelCase		,     blue=__lowerCamelCase		,     red_edge=__lowerCamelCase		,     nir=__lowerCamelCase   )

							def       __A (  self:   str		,     __A:   List[Any]=None		,     __A:   Optional[Any]=None		,     __A:   Tuple=None		,     __A:   Optional[int]=None		,     __A:   Optional[Any]=None   )    ->				List[str]:






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

							def       __A (  self:   Union[str, Any]		,     __A:   List[Any]=""		,     __A:   int=None		,     __A:   int=None		,     __A:   Tuple=None		,     __A:   int=None		,     __A:   Dict=None   )    ->				Optional[int]:
												self.set_matricies(red=__lowerCamelCase		,     green=__lowerCamelCase		,     blue=__lowerCamelCase		,     red_edge=__lowerCamelCase		,     nir=__lowerCamelCase   )
												_A								= {
												    '''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:   Dict   )    ->				int:
												return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))

							def       __A (  self:   Optional[Any]   )    ->				Dict:
												return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
												    (self.nir - self.red) / (self.nir + self.red)
												)

							def       __A (  self:   List[Any]   )    ->				str:
												return self.nir * (self.red / (self.green**2))

							def       __A (  self:   List[Any]   )    ->				Union[str, Any]:
												return (2 * self.green - self.red - self.blue) / (
												    2 * self.green + self.red + self.blue
												)

							def       __A (  self:   int   )    ->				int:
												return (self.nir - self.red) / (self.nir + self.red)

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

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

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

							def       __A (  self:   Tuple   )    ->				Any:
												return (self.nir - (self.green + self.blue)) / (
												    self.nir + (self.green + self.blue)
												)

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

							def       __A (  self:   Dict   )    ->				Optional[int]:
												return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))

							def       __A (  self:   Tuple   )    ->				int:
												return (self.nir - (self.green + self.red + self.blue)) / (
												    self.nir + (self.green + self.red + self.blue)
												)

							def       __A (  self:   Union[str, Any]		,     __A:   Dict=0.08		,     __A:   List[Any]=1.22		,     __A:   Optional[int]=0.03   )    ->				Union[str, Any]:
												return a * (
												    (self.nir - a * self.red - b)
												    / (a * self.nir + self.red - a * b + x * (1 + a**2))
												)

							def       __A (  self:   Optional[Any]   )    ->				Union[str, Any]:
												return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)

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

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

							def       __A (  self:   Optional[int]   )    ->				List[str]:
												return (self.red - self.blue) / self.red

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

							def       __A (  self:   List[Any]   )    ->				Optional[int]:
												return self.nir - self.green

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

							def       __A (  self:   Optional[int]   )    ->				Tuple:
												_A								= (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:   str		,     __A:   List[Any]=0.16   )    ->				Union[str, Any]:
												return (self.nir - self.green) / (self.nir + self.green + y)

							def       __A (  self:   str		,     __A:   str=0.5   )    ->				str:
												return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)

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

							def       __A (  self:   Tuple		,     __A:   Union[str, Any]=None		,     __A:   List[Any]=None   )    ->				str:
												return (self.nir - b) / (a * self.red)

							def       __A (  self:   Any   )    ->				str:
												return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)

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

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

							def       __A (  self:   Union[str, Any]   )    ->				List[Any]:
												return (self.rvi() - 1) / (self.rvi() + 1)

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

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

							def       __A (  self:   Optional[int]   )    ->				str:
												return self.nir / (self.nir + self.red + self.green)

							def       __A (  self:   Any   )    ->				int:
												return self.red / (self.nir + self.red + self.green)

							def       __A (  self:   Dict   )    ->				str:
												return (self.green - self.red) / (self.green + self.red)

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

							def       __A (  self:   Optional[int]   )    ->				Optional[Any]:
												_A								= np.max([np.max(self.red   ), np.max(self.green   ), np.max(self.blue   )]   )
												_A								= 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   )    ->				Optional[int]:
												return (2 * self.red - self.green - self.blue) / (self.green - self.blue)

							def       __A (  self:   Optional[int]   )    ->				Optional[int]:
												return self.nir / self.red

							def       __A (  self:   Union[str, Any]   )    ->				int:
												return (self.ndvi() + 0.5) ** (1 / 2)



							def       __A (  self:   Optional[int]   )    ->				str:
												return (self.nir - self.redEdge) / (self.nir + self.redEdge)











from __future__ import annotations




def      __A					(     _lowercase					,			_lowercase					,			_lowercase					,			_lowercase ):  # noqa: E741

					'''simple docstring'''







					while r - l > 1:
										_A								= (l + r) // 2
										if v[m] >= key:
															_A								= m
										else:
															_A								= m  # noqa: E741
					return r




def      __A					(     _lowercase ):

					'''simple docstring'''







					if len(_lowercase ) == 0:
										return 0

					_A								= [0] * len(_lowercase )
					_A								= 1

					_A								= v[0]

					for i in range(1					,			len(_lowercase ) ):
										if v[i] < tail[0]:
															_A								= v[i]
										elif v[i] > tail[length - 1]:
															_A								= v[i]
															length += 1
										else:
															_A								= v[i]

					return length


if __name__ == "__main__":
				import doctest

				doctest.testmod()



