

# 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       :		Any 		=    red
										if green is not None:
														_UpperCAmelCase       :		Dict 		=    green
										if blue is not None:
														_UpperCAmelCase       :		Tuple 		=    blue
										if red_edge is not None:
														_UpperCAmelCase       :		Optional[int] 		=    red_edge
										if nir is not None:
														_UpperCAmelCase       :		Dict 		=    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       :		Optional[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	):







										'''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       :		Union[str, Any] 		=    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       :		Optional[int] 		=    (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       :		str 		=    np.max([np.max(self.red	), np.max(self.green	), np.max(self.blue	)]	)
										_UpperCAmelCase       :		int 		=    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)





from __future__ import annotations

import numpy as np

def 							__SCREAMING_SNAKE_CASE							(				lowerCAmelCase:  list[float] )   ->       Dict:
				return np.maximum(0  ,      lowerCAmelCase )


if __name__ == "__main__":
					print(np.array(relu([-1, 0, 5])))  # --> [0, 0, 5]


