
# Imports
import numpy as np





class    __A:

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

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

					def  lowercase__   (						self       :  Optional[Any] ,       __UpperCamelCase       :  int="" ,       __UpperCamelCase       :  List[Any]=None ,       __UpperCamelCase       :  Union[str, Any]=None ,       __UpperCamelCase       :  Union[str, Any]=None ,       __UpperCamelCase       :  Union[str, Any]=None ,       __UpperCamelCase       :  Optional[int]=None ):
												self.set_matricies(red=_lowercase ,       green=_lowercase ,       blue=_lowercase ,       red_edge=_lowercase ,       nir=_lowercase )
												lowerCamelCase_					=       {
												    """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  lowercase__   (						self       :  Optional[Any] ):
												return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))

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

					def  lowercase__   (						self       :  Dict ):
												return self.nir * (self.red / (self.green**2))

					def  lowercase__   (						self       :  Any ):
												return (2 * self.green - self.red - self.blue) / (
												    2 * self.green + self.red + self.blue
												)

					def  lowercase__   (						self       :  Any ):
												return (self.nir - self.red) / (self.nir + self.red)

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

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

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

					def  lowercase__   (						self       :  Tuple ):
												return (self.nir - (self.green + self.blue)) / (
												    self.nir + (self.green + self.blue)
												)

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

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

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

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

					def  lowercase__   (						self       :  int ):
												return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)

					def  lowercase__   (						self       :  Union[str, Any] ):
												return (self.nir / self.green) - 1

					def  lowercase__   (						self       :  Optional[Any] ):
												return (self.nir / self.redEdge) - 1

					def  lowercase__   (						self       :  Dict ):
												return (self.red - self.blue) / self.red

					def  lowercase__   (						self       :  Union[str, Any] ):
												lowerCamelCase_					=       self.ndvi()
												return ((ndvi + 0.5) / (abs(ndvi + 0.5 ))) * (abs(ndvi + 0.5 ) ** (1 / 2))

					def  lowercase__   (						self       :  Dict ):
												return self.nir - self.green

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

					def  lowercase__   (						self       :  int ):
												lowerCamelCase_					=       (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  lowercase__   (						self       :  str ,       __UpperCamelCase       :  Tuple=0.16 ):
												return (self.nir - self.green) / (self.nir + self.green + y)

					def  lowercase__   (						self       :  Tuple ,       __UpperCamelCase       :  int=0.5 ):
												return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)

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

					def  lowercase__   (						self       :  List[str] ,       __UpperCamelCase       :  Tuple=None ,       __UpperCamelCase       :  Optional[Any]=None ):
												return (self.nir - b) / (a * self.red)

					def  lowercase__   (						self       :  Optional[int] ):
												return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)

					def  lowercase__   (						self       :  Dict ):
												return (self.red + self.green + self.blue) / 30.5

					def  lowercase__   (						self       :  Tuple ):
												return self.nir / self.red

					def  lowercase__   (						self       :  Optional[Any] ):
												return (self.rvi() - 1) / (self.rvi() + 1)

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

					def  lowercase__   (						self       :  Any ):
												return self.green / (self.nir + self.red + self.green)

					def  lowercase__   (						self       :  Tuple ):
												return self.nir / (self.nir + self.red + self.green)

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

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

					def  lowercase__   (						self       :  Dict ):
												return (self.red - self.green) / (self.red + self.green)

					def  lowercase__   (						self       :  Dict ):
												lowerCamelCase_					=       np.max([np.max(self.red ), np.max(self.green ), np.max(self.blue )] )
												lowerCamelCase_					=       np.min([np.min(self.red ), np.min(self.green ), np.min(self.blue )] )
												return (max_value - min_value) / max_value

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

					def  lowercase__   (						self       :  List[str] ):
												return self.nir / self.red

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



					def  lowercase__   (						self       :  Optional[Any] ):
												return (self.nir - self.redEdge) / (self.nir + self.redEdge)








from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tokenizers_available


SCREAMING_SNAKE_CASE		:List[Any]						=     {"""tokenization_herbert""": ["""HerbertTokenizer"""]}

try:
 if not is_tokenizers_available():
  raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
 pass
else:
 SCREAMING_SNAKE_CASE		:Union[str, Any]						=     ["""HerbertTokenizerFast"""]


if TYPE_CHECKING:
 from .tokenization_herbert import HerbertTokenizer

 try:
  if not is_tokenizers_available():
   raise OptionalDependencyNotAvailable()
 except OptionalDependencyNotAvailable:
  pass
 else:
  from .tokenization_herbert_fast import HerbertTokenizerFast

else:
 import sys

 SCREAMING_SNAKE_CASE		:List[str]						=     _LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)
