



import sys

from .dependency_versions_table import deps
from .utils.versions import require_version, require_version_core


# define which module versions we always want to check at run time
# (usually the ones defined in `install_requires` in setup.py)
#
# order specific notes:
# - tqdm must be checked before tokenizers

A__  :  Any								=					'''python tqdm regex requests packaging filelock numpy tokenizers'''.split()
if sys.version_info < (3, 7):
						pkgs_to_check_at_runtime.append('''dataclasses''')
if sys.version_info < (3, 8):
						pkgs_to_check_at_runtime.append('''importlib_metadata''')

for pkg in pkgs_to_check_at_runtime:
						if pkg in deps:
												if pkg == "tokenizers":
																		# must be loaded here, or else tqdm check may fail
																		from .utils import is_tokenizers_available

																		if not is_tokenizers_available():
																								continue  # not required, check version only if installed

												require_version_core(deps[pkg])
						else:
												raise ValueError(F'''can\'t find {pkg} in {deps.keys()}, check dependency_versions_table.py''')


def 			UpperCamelCase(  __UpperCamelCase							:		List[str]     ,__UpperCamelCase							:		Optional[Any]=None ):
		require_version(deps[pkg]     ,__UpperCamelCase )











"""simple docstring"""






# Imports
import numpy as np






class lowerCAmelCase__	:






			'''simple docstring'''



			def __init__(  self  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ):
							self.set_matricies(red=lowercase  ,      green=lowercase  ,      blue=lowercase  ,      red_edge=lowercase  ,      nir=lowercase  )
			def 					A_    (  self  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ):
							if red is not None:
											_lowerCamelCase     :			Optional[int]    =    red
							if green is not None:
											_lowerCamelCase     :			Optional[Any]    =    green
							if blue is not None:
											_lowerCamelCase     :			Tuple    =    blue
							if red_edge is not None:
											_lowerCamelCase     :			Optional[Any]    =    red_edge
							if nir is not None:
											_lowerCamelCase     :			Union[str, Any]    =    nir
							return True
			def 					A_    (  self  ,      lowercase=""  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ,      lowercase=None  ):
							self.set_matricies(red=lowercase  ,      green=lowercase  ,      blue=lowercase  ,      red_edge=lowercase  ,      nir=lowercase  )
							_lowerCamelCase     :			str    =    {
							    '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 					A_    (  self  ):
							return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))
			def 					A_    (  self  ):
							return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
							    (self.nir - self.red) / (self.nir + self.red)
							)
			def 					A_    (  self  ):
							return self.nir * (self.red / (self.green**2))
			def 					A_    (  self  ):
							return (2 * self.green - self.red - self.blue) / (
							    2 * self.green + self.red + self.blue
							)
			def 					A_    (  self  ):
							return (self.nir - self.red) / (self.nir + self.red)
			def 					A_    (  self  ):
							return (self.nir - self.blue) / (self.nir + self.blue)
			def 					A_    (  self  ):
							return (self.redEdge - self.red) / (self.redEdge + self.red)
			def 					A_    (  self  ):
							return (self.nir - self.green) / (self.nir + self.green)
			def 					A_    (  self  ):
							return (self.nir - (self.green + self.blue)) / (
							    self.nir + (self.green + self.blue)
							)
			def 					A_    (  self  ):
							return (self.nir - (self.green + self.red)) / (
							    self.nir + (self.green + self.red)
							)
			def 					A_    (  self  ):
							return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))
			def 					A_    (  self  ):
							return (self.nir - (self.green + self.red + self.blue)) / (
							    self.nir + (self.green + self.red + self.blue)
							)
			def 					A_    (  self  ,      lowercase=0.08  ,      lowercase=1.22  ,      lowercase=0.03  ):
							return a * (
							    (self.nir - a * self.red - b)
							    / (a * self.nir + self.red - a * b + x * (1 + a**2))
							)
			def 					A_    (  self  ):
							return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)
			def 					A_    (  self  ):
							return (self.nir / self.green) - 1
			def 					A_    (  self  ):
							return (self.nir / self.redEdge) - 1
			def 					A_    (  self  ):
							return (self.red - self.blue) / self.red
			def 					A_    (  self  ):
							_lowerCamelCase     :			Any    =    self.ndvi()
							return ((ndvi + 0.5) / (abs(ndvi + 0.5  ))) * (abs(ndvi + 0.5  ) ** (1 / 2))
			def 					A_    (  self  ):
							return self.nir - self.green
			def 					A_    (  self  ):
							return 2.5 * (
							    (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
							)
			def 					A_    (  self  ):
							_lowerCamelCase     :			Any    =    (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 					A_    (  self  ,      lowercase=0.16  ):
							return (self.nir - self.green) / (self.nir + self.green + y)
			def 					A_    (  self  ,      lowercase=0.5  ):
							return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)
			def 					A_    (  self  ):
							return np.arctan(
							    ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)  )
			def 					A_    (  self  ,      lowercase=None  ,      lowercase=None  ):
							return (self.nir - b) / (a * self.red)
			def 					A_    (  self  ):
							return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)
			def 					A_    (  self  ):
							return (self.red + self.green + self.blue) / 30.5
			def 					A_    (  self  ):
							return self.nir / self.red
			def 					A_    (  self  ):
							return (self.rvi() - 1) / (self.rvi() + 1)
			def 					A_    (  self  ):
							return (
							    (2 * self.nir + 1)
							    - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
							) / 2
			def 					A_    (  self  ):
							return self.green / (self.nir + self.red + self.green)
			def 					A_    (  self  ):
							return self.nir / (self.nir + self.red + self.green)
			def 					A_    (  self  ):
							return self.red / (self.nir + self.red + self.green)
			def 					A_    (  self  ):
							return (self.green - self.red) / (self.green + self.red)
			def 					A_    (  self  ):
							return (self.red - self.green) / (self.red + self.green)
			def 					A_    (  self  ):
							_lowerCamelCase     :			Union[str, 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 					A_    (  self  ):
							return (2 * self.red - self.green - self.blue) / (self.green - self.blue)
			def 					A_    (  self  ):
							return self.nir / self.red
			def 					A_    (  self  ):
							return (self.ndvi() + 0.5) ** (1 / 2)






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