



"""simple docstring"""


# Imports
import numpy as np







class 				A_      :



						"""simple docstring"""






						def __init__( self			:Dict       ,  lowercase_			:List[str]=None       ,  lowercase_			:Tuple=None       ,  lowercase_			:Dict=None       ,  lowercase_			:str=None       ,  lowercase_			:Tuple=None )    ->      Optional[Any]:
												self.set_matricies(red=lowercase_       ,  green=lowercase_       ,  blue=lowercase_       ,  red_edge=lowercase_       ,  nir=lowercase_ )






						def      UpperCAmelCase__					( self			:int       ,  lowercase_			:List[Any]=None       ,  lowercase_			:Tuple=None       ,  lowercase_			:Tuple=None       ,  lowercase_			:Union[str, Any]=None       ,  lowercase_			:Union[str, Any]=None )    ->      List[str]:
												if red is not None:
																		UpperCAmelCase					=			red
												if green is not None:
																		UpperCAmelCase					=			green
												if blue is not None:
																		UpperCAmelCase					=			blue
												if red_edge is not None:
																		UpperCAmelCase					=			red_edge
												if nir is not None:
																		UpperCAmelCase					=			nir
												return True






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






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






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






						def      UpperCAmelCase__					( self			:str )    ->      Optional[Any]:
												return (2 * self.green - self.red - self.blue) / (
												    2 * self.green + self.red + self.blue
												)






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






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






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






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






						def      UpperCAmelCase__					( self			:List[Any] )    ->      Dict:
												return (self.nir - (self.green + self.blue)) / (
												    self.nir + (self.green + self.blue)
												)






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






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






						def      UpperCAmelCase__					( self			:Tuple )    ->      Union[str, Any]:
												return (self.nir - (self.green + self.red + self.blue)) / (
												    self.nir + (self.green + self.red + self.blue)
												)






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






						def      UpperCAmelCase__					( self			:List[Any] )    ->      List[Any]:
												return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)






						def      UpperCAmelCase__					( self			:List[Any] )    ->      Tuple:
												return (self.nir / self.green) - 1






						def      UpperCAmelCase__					( self			:Optional[Any] )    ->      List[str]:
												return (self.nir / self.redEdge) - 1






						def      UpperCAmelCase__					( self			:List[str] )    ->      Dict:
												return (self.red - self.blue) / self.red






						def      UpperCAmelCase__					( self			:Any )    ->      Tuple:
												UpperCAmelCase					=			self.ndvi()
												return ((ndvi + 0.5) / (abs(ndvi + 0.5 ))) * (abs(ndvi + 0.5 ) ** (1 / 2))






						def      UpperCAmelCase__					( self			:Any )    ->      Tuple:
												return self.nir - self.green






						def      UpperCAmelCase__					( self			:int )    ->      Tuple:
												return 2.5 * (
												    (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
												)






						def      UpperCAmelCase__					( self			:List[str] )    ->      Any:
												UpperCAmelCase					=			(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			:Optional[Any]       ,  lowercase_			:Optional[Any]=0.16 )    ->      Optional[Any]:
												return (self.nir - self.green) / (self.nir + self.green + y)






						def      UpperCAmelCase__					( self			:Optional[int]       ,  lowercase_			:int=0.5 )    ->      Dict:
												return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)






						def      UpperCAmelCase__					( self			:Union[str, Any] )    ->      List[Any]:
												return np.arctan(
												    ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue) )






						def      UpperCAmelCase__					( self			:Optional[int]       ,  lowercase_			:List[str]=None       ,  lowercase_			:int=None )    ->      List[Any]:
												return (self.nir - b) / (a * self.red)






						def      UpperCAmelCase__					( self			:int )    ->      List[str]:
												return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)






						def      UpperCAmelCase__					( self			:List[str] )    ->      Optional[Any]:
												return (self.red + self.green + self.blue) / 30.5






						def      UpperCAmelCase__					( self			:str )    ->      Optional[Any]:
												return self.nir / self.red






						def      UpperCAmelCase__					( self			:Optional[int] )    ->      Tuple:
												return (self.rvi() - 1) / (self.rvi() + 1)






						def      UpperCAmelCase__					( self			:Tuple )    ->      Optional[Any]:
												return (
												    (2 * self.nir + 1)
												    - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
												) / 2






						def      UpperCAmelCase__					( self			:Dict )    ->      Union[str, Any]:
												return self.green / (self.nir + self.red + self.green)






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






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






						def      UpperCAmelCase__					( self			:Union[str, Any] )    ->      Optional[Any]:
												return (self.green - self.red) / (self.green + self.red)






						def      UpperCAmelCase__					( self			:Tuple )    ->      Dict:
												return (self.red - self.green) / (self.red + self.green)






						def      UpperCAmelCase__					( self			:Union[str, Any] )    ->      Optional[int]:
												UpperCAmelCase					=			np.max([np.max(self.red ), np.max(self.green ), np.max(self.blue )] )
												UpperCAmelCase					=			np.min([np.min(self.red ), np.min(self.green ), np.min(self.blue )] )
												return (max_value - min_value) / max_value






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






						def      UpperCAmelCase__					( self			:List[str] )    ->      Tuple:
												return self.nir / self.red






						def      UpperCAmelCase__					( self			:Any )    ->      Tuple:
												return (self.ndvi() + 0.5) ** (1 / 2)






						def      UpperCAmelCase__					( self			:Optional[int] )    ->      Union[str, Any]:
												return (self.nir - self.redEdge) / (self.nir + self.redEdge)










"""simple docstring"""


import math

def 			_lowerCAmelCase				(       lowercase_						):
						assert isinstance(lowercase_		,     lowercase_						) and (
						    number >= 0
						), "'number' must been an int and positive"

						if 1 < number < 4:
												# 2 and 3 are primes
												return True
						elif number < 2 or not number % 2:
												# Negatives, 0, 1 and all even numbers are not primes
												return False

						UpperCAmelCase					=			range(3		,     int(math.sqrt(lowercase_						) + 1						)		,     2						)
						return not any(not number % i for i in odd_numbers						)






def 			_lowerCAmelCase				(       lowercase_		,     lowercase_=1		,     **lowercase_						):
						UpperCAmelCase					=			factor * value
						UpperCAmelCase					=			value

						while not is_prime(lowercase_						):
												value += 1 if not ("desc" in kwargs and kwargs["desc"] is True) else -1

						if value == first_value_val:
												return next_prime(value + 1		,     **lowercase_						)
						return value





