

'''simple docstring'''







# Imports
import numpy as np


class        A__   :



    def __init__(       self		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None							)    ->   Dict:





           '''simple docstring'''
           self.set_matricies(red=UpperCamelCase__		,					green=UpperCamelCase__		,					blue=UpperCamelCase__		,					red_edge=UpperCamelCase__		,					nir=UpperCamelCase__							)



    def        snake_case_      (       self		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None							)    ->   Optional[int]:





           '''simple docstring'''
           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        snake_case_      (       self		,					UpperCamelCase__=""		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None		,					UpperCamelCase__=None							)    ->   Optional[int]:





           '''simple docstring'''
           self.set_matricies(red=UpperCamelCase__		,					green=UpperCamelCase__		,					blue=UpperCamelCase__		,					red_edge=UpperCamelCase__		,					nir=UpperCamelCase__							)
           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        snake_case_      (       self							)    ->   Tuple:





           '''simple docstring'''
           return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))



    def        snake_case_      (       self							)    ->   str:





           '''simple docstring'''
           return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
               (self.nir - self.red) / (self.nir + self.red)
           )



    def        snake_case_      (       self							)    ->   Any:





           '''simple docstring'''
           return self.nir * (self.red / (self.green**2))



    def        snake_case_      (       self							)    ->   Optional[Any]:





           '''simple docstring'''
           return (2 * self.green - self.red - self.blue) / (
               2 * self.green + self.red + self.blue
           )



    def        snake_case_      (       self							)    ->   Union[str, Any]:





           '''simple docstring'''
           return (self.nir - self.red) / (self.nir + self.red)



    def        snake_case_      (       self							)    ->   Any:





           '''simple docstring'''
           return (self.nir - self.blue) / (self.nir + self.blue)



    def        snake_case_      (       self							)    ->   str:





           '''simple docstring'''
           return (self.redEdge - self.red) / (self.redEdge + self.red)



    def        snake_case_      (       self							)    ->   Optional[Any]:





           '''simple docstring'''
           return (self.nir - self.green) / (self.nir + self.green)



    def        snake_case_      (       self							)    ->   Union[str, Any]:





           '''simple docstring'''
           return (self.nir - (self.green + self.blue)) / (
               self.nir + (self.green + self.blue)
           )



    def        snake_case_      (       self							)    ->   str:





           '''simple docstring'''
           return (self.nir - (self.green + self.red)) / (
               self.nir + (self.green + self.red)
           )



    def        snake_case_      (       self							)    ->   Union[str, Any]:





           '''simple docstring'''
           return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))



    def        snake_case_      (       self							)    ->   Dict:





           '''simple docstring'''
           return (self.nir - (self.green + self.red + self.blue)) / (
               self.nir + (self.green + self.red + self.blue)
           )



    def        snake_case_      (       self		,					UpperCamelCase__=0.08		,					UpperCamelCase__=1.22		,					UpperCamelCase__=0.03							)    ->   str:





           '''simple docstring'''
           return a * (
               (self.nir - a * self.red - b)
               / (a * self.nir + self.red - a * b + x * (1 + a**2))
           )



    def        snake_case_      (       self							)    ->   Optional[int]:





           '''simple docstring'''
           return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)



    def        snake_case_      (       self							)    ->   Optional[Any]:





           '''simple docstring'''
           return (self.nir / self.green) - 1



    def        snake_case_      (       self							)    ->   Dict:





           '''simple docstring'''
           return (self.nir / self.redEdge) - 1



    def        snake_case_      (       self							)    ->   str:





           '''simple docstring'''
           return (self.red - self.blue) / self.red



    def        snake_case_      (       self							)    ->   Any:





           '''simple docstring'''
           A_						       =   self.ndvi()
           return ((ndvi + 0.5) / (abs(ndvi + 0.5							))) * (abs(ndvi + 0.5							) ** (1 / 2))



    def        snake_case_      (       self							)    ->   Union[str, Any]:





           '''simple docstring'''
           return self.nir - self.green



    def        snake_case_      (       self							)    ->   str:





           '''simple docstring'''
           return 2.5 * (
               (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
           )



    def        snake_case_      (       self							)    ->   str:





           '''simple docstring'''
           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        snake_case_      (       self		,					UpperCamelCase__=0.16							)    ->   Dict:





           '''simple docstring'''
           return (self.nir - self.green) / (self.nir + self.green + y)



    def        snake_case_      (       self		,					UpperCamelCase__=0.5							)    ->   int:





           '''simple docstring'''
           return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)



    def        snake_case_      (       self							)    ->   List[Any]:





           '''simple docstring'''
           return np.arctan(
               ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)							)



    def        snake_case_      (       self		,					UpperCamelCase__=None		,					UpperCamelCase__=None							)    ->   List[Any]:





           '''simple docstring'''
           return (self.nir - b) / (a * self.red)



    def        snake_case_      (       self							)    ->   Optional[Any]:





           '''simple docstring'''
           return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)



    def        snake_case_      (       self							)    ->   Optional[Any]:





           '''simple docstring'''
           return (self.red + self.green + self.blue) / 30.5



    def        snake_case_      (       self							)    ->   Union[str, Any]:





           '''simple docstring'''
           return self.nir / self.red



    def        snake_case_      (       self							)    ->   List[str]:





           '''simple docstring'''
           return (self.rvi() - 1) / (self.rvi() + 1)



    def        snake_case_      (       self							)    ->   Optional[Any]:





           '''simple docstring'''
           return (
               (2 * self.nir + 1)
               - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
           ) / 2



    def        snake_case_      (       self							)    ->   List[str]:





           '''simple docstring'''
           return self.green / (self.nir + self.red + self.green)



    def        snake_case_      (       self							)    ->   Union[str, Any]:





           '''simple docstring'''
           return self.nir / (self.nir + self.red + self.green)



    def        snake_case_      (       self							)    ->   Dict:





           '''simple docstring'''
           return self.red / (self.nir + self.red + self.green)



    def        snake_case_      (       self							)    ->   Optional[int]:





           '''simple docstring'''
           return (self.green - self.red) / (self.green + self.red)



    def        snake_case_      (       self							)    ->   Union[str, Any]:





           '''simple docstring'''
           return (self.red - self.green) / (self.red + self.green)



    def        snake_case_      (       self							)    ->   int:





           '''simple docstring'''
           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        snake_case_      (       self							)    ->   Any:





           '''simple docstring'''
           return (2 * self.red - self.green - self.blue) / (self.green - self.blue)



    def        snake_case_      (       self							)    ->   Tuple:





           '''simple docstring'''
           return self.nir / self.red



    def        snake_case_      (       self							)    ->   List[Any]:





           '''simple docstring'''
           return (self.ndvi() + 0.5) ** (1 / 2)







    def        snake_case_      (       self							)    ->   int:





           '''simple docstring'''
           return (self.nir - self.redEdge) / (self.nir + self.redEdge)



'''simple docstring'''







from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tensorflow_text_available, is_torch_available


__lowerCamelCase									=     {
    '''configuration_ernie''': ['''ERNIE_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''ErnieConfig''', '''ErnieOnnxConfig'''],
}

try:
      if not is_torch_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      __lowerCamelCase									=     [
          '''ERNIE_PRETRAINED_MODEL_ARCHIVE_LIST''',
          '''ErnieForCausalLM''',
          '''ErnieForMaskedLM''',
          '''ErnieForMultipleChoice''',
          '''ErnieForNextSentencePrediction''',
          '''ErnieForPreTraining''',
          '''ErnieForQuestionAnswering''',
          '''ErnieForSequenceClassification''',
          '''ErnieForTokenClassification''',
          '''ErnieModel''',
          '''ErniePreTrainedModel''',
      ]

if TYPE_CHECKING:
      from .configuration_ernie import ERNIE_PRETRAINED_CONFIG_ARCHIVE_MAP, ErnieConfig, ErnieOnnxConfig

      try:
            if not is_torch_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .modeling_ernie import (
                ERNIE_PRETRAINED_MODEL_ARCHIVE_LIST,
                ErnieForCausalLM,
                ErnieForMaskedLM,
                ErnieForMultipleChoice,
                ErnieForNextSentencePrediction,
                ErnieForPreTraining,
                ErnieForQuestionAnswering,
                ErnieForSequenceClassification,
                ErnieForTokenClassification,
                ErnieModel,
                ErniePreTrainedModel,
            )

else:
      import sys

      __lowerCamelCase									=     _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)
