'''simple docstring'''





# Imports
import numpy as np
class   _lowerCAmelCase		:







							def __init__(				self     :    List[Any]	,					__snake_case     :    List[Any]=None	,					__snake_case     :    Optional[int]=None	,					__snake_case     :    Optional[Any]=None	,					__snake_case     :    int=None	,					__snake_case     :    Union[str, Any]=None		):
										self.set_matricies(red=__snake_case	,					green=__snake_case	,					blue=__snake_case	,					red_edge=__snake_case	,					nir=__snake_case		)







							def 				snake_case  (				self     :    Optional[Any]	,					__snake_case     :    Union[str, Any]=None	,					__snake_case     :    str=None	,					__snake_case     :    Optional[int]=None	,					__snake_case     :    Any=None	,					__snake_case     :    Optional[Any]=None		):
										if red is not None:
													lowerCamelCase						:Union[str, Any]						  =     red
										if green is not None:
													lowerCamelCase						:Tuple						  =     green
										if blue is not None:
													lowerCamelCase						:Optional[Any]						  =     blue
										if red_edge is not None:
													lowerCamelCase						:Any						  =     red_edge
										if nir is not None:
													lowerCamelCase						:List[Any]						  =     nir
										return True







							def 				snake_case  (				self     :    Dict	,					__snake_case     :    Dict=""	,					__snake_case     :    Optional[Any]=None	,					__snake_case     :    Optional[int]=None	,					__snake_case     :    List[str]=None	,					__snake_case     :    Any=None	,					__snake_case     :    Any=None		):
										self.set_matricies(red=__snake_case	,					green=__snake_case	,					blue=__snake_case	,					red_edge=__snake_case	,					nir=__snake_case		)
										lowerCamelCase						:List[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 				snake_case  (				self     :    List[Any]		):
										return -0.1_8 + (1.1_7 * ((self.nir - self.red) / (self.nir + self.red)))







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







							def 				snake_case  (				self     :    Optional[int]		):
										return self.nir * (self.red / (self.green**2))







							def 				snake_case  (				self     :    List[Any]		):
										return (2 * self.green - self.red - self.blue) / (
										    2 * self.green + self.red + self.blue
										)







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







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







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







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







							def 				snake_case  (				self     :    str		):
										return (self.nir - (self.green + self.blue)) / (
										    self.nir + (self.green + self.blue)
										)







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







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







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







							def 				snake_case  (				self     :    Optional[Any]	,					__snake_case     :    str=0.0_8	,					__snake_case     :    Optional[int]=1.2_2	,					__snake_case     :    Dict=0.0_3		):
										return a * (
										    (self.nir - a * self.red - b)
										    / (a * self.nir + self.red - a * b + x * (1 + a**2))
										)







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







							def 				snake_case  (				self     :    Dict		):
										return (self.nir / self.green) - 1







							def 				snake_case  (				self     :    str		):
										return (self.nir / self.redEdge) - 1







							def 				snake_case  (				self     :    Any		):
										return (self.red - self.blue) / self.red







							def 				snake_case  (				self     :    Any		):
										lowerCamelCase						:int						  =     self.ndvi()
										return ((ndvi + 0.5) / (abs(ndvi + 0.5		))) * (abs(ndvi + 0.5		) ** (1 / 2))







							def 				snake_case  (				self     :    Any		):
										return self.nir - self.green







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







							def 				snake_case  (				self     :    Union[str, Any]		):
										lowerCamelCase						:Dict						  =     (2 * (self.nir**2 - self.red**2) + 1.5 * self.nir + 0.5 * self.red) / (
										    self.nir + self.red + 0.5
										)
										return n * (1 - 0.2_5 * n) - (self.red - 0.1_2_5) / (1 - self.red)







							def 				snake_case  (				self     :    Optional[int]	,					__snake_case     :    str=0.1_6		):
										return (self.nir - self.green) / (self.nir + self.green + y)







							def 				snake_case  (				self     :    int	,					__snake_case     :    Optional[Any]=0.5		):
										return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)







							def 				snake_case  (				self     :    Tuple		):
										return np.arctan(
										    ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)		)







							def 				snake_case  (				self     :    Tuple	,					__snake_case     :    Dict=None	,					__snake_case     :    Dict=None		):
										return (self.nir - b) / (a * self.red)







							def 				snake_case  (				self     :    Dict		):
										return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)







							def 				snake_case  (				self     :    List[Any]		):
										return (self.red + self.green + self.blue) / 30.5







							def 				snake_case  (				self     :    int		):
										return self.nir / self.red







							def 				snake_case  (				self     :    List[Any]		):
										return (self.rvi() - 1) / (self.rvi() + 1)







							def 				snake_case  (				self     :    Any		):
										return (
										    (2 * self.nir + 1)
										    - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
										) / 2







							def 				snake_case  (				self     :    Dict		):
										return self.green / (self.nir + self.red + self.green)







							def 				snake_case  (				self     :    Optional[int]		):
										return self.nir / (self.nir + self.red + self.green)







							def 				snake_case  (				self     :    int		):
										return self.red / (self.nir + self.red + self.green)







							def 				snake_case  (				self     :    Any		):
										return (self.green - self.red) / (self.green + self.red)







							def 				snake_case  (				self     :    str		):
										return (self.red - self.green) / (self.red + self.green)







							def 				snake_case  (				self     :    int		):
										lowerCamelCase						:Optional[Any]						  =     np.max([np.max(self.red		), np.max(self.green		), np.max(self.blue		)]		)
										lowerCamelCase						:Dict						  =     np.min([np.min(self.red		), np.min(self.green		), np.min(self.blue		)]		)
										return (max_value - min_value) / max_value







							def 				snake_case  (				self     :    Optional[Any]		):
										return (2 * self.red - self.green - self.blue) / (self.green - self.blue)







							def 				snake_case  (				self     :    int		):
										return self.nir / self.red







							def 				snake_case  (				self     :    Any		):
										return (self.ndvi() + 0.5) ** (1 / 2)







							def 				snake_case  (				self     :    int		):
										return (self.nir - self.redEdge) / (self.nir + self.redEdge)




def  _lowerCamelCase					(   a_				: list):

			if not grid or not grid[0]:
						raise TypeError('''The grid does not contain the appropriate information''')

			for cell_n in range(1						,			len(grid[0])):
						grid[0][cell_n] += grid[0][cell_n - 1]
			lowerCamelCase						:Any						  =     grid[0]

			for row_n in range(1						,			len(a_)):
						lowerCamelCase						:List[str]						  =     grid[row_n]
						lowerCamelCase						:Union[str, Any]						  =     fill_row(a_						,			a_)
						lowerCamelCase						:List[Any]						  =     grid[row_n]

			return grid[-1][-1]





def  _lowerCamelCase					(   a_				: list						,			a_				: list):
			current_row[0] += row_above[0]
			for cell_n in range(1						,			len(a_)):
						current_row[cell_n] += min(current_row[cell_n - 1]						,			row_above[cell_n])

			return current_row


if __name__ == "__main__":
			import doctest

			doctest.testmod()



