"""simple docstring"""




# Imports
import numpy as np

class    a_   :




					def __init__(						self    :  str	,    snake_case__    :  Union[str, Any]=None	,    snake_case__    :  Dict=None	,    snake_case__    :  List[str]=None	,    snake_case__    :  Any=None	,    snake_case__    :  Optional[Any]=None  ):
							self.set_matricies(red=snake_case__	,    green=snake_case__	,    blue=snake_case__	,    red_edge=snake_case__	,    nir=snake_case__  )




					def     _SCREAMING_SNAKE_CASE    (						self    :  Any	,    snake_case__    :  Tuple=None	,    snake_case__    :  str=None	,    snake_case__    :  Any=None	,    snake_case__    :  int=None	,    snake_case__    :  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     _SCREAMING_SNAKE_CASE    (						self    :  str	,    snake_case__    :  Optional[Any]=""	,    snake_case__    :  List[Any]=None	,    snake_case__    :  str=None	,    snake_case__    :  str=None	,    snake_case__    :  Union[str, Any]=None	,    snake_case__    :  Tuple=None  ):
							self.set_matricies(red=snake_case__	,    green=snake_case__	,    blue=snake_case__	,    red_edge=snake_case__	,    nir=snake_case__  )
							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     _SCREAMING_SNAKE_CASE    (						self    :  Dict  ):
							return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))




					def     _SCREAMING_SNAKE_CASE    (						self    :  str  ):
							return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
							    (self.nir - self.red) / (self.nir + self.red)
							)




					def     _SCREAMING_SNAKE_CASE    (						self    :  Union[str, Any]  ):
							return self.nir * (self.red / (self.green**2))




					def     _SCREAMING_SNAKE_CASE    (						self    :  str  ):
							return (2 * self.green - self.red - self.blue) / (
							    2 * self.green + self.red + self.blue
							)




					def     _SCREAMING_SNAKE_CASE    (						self    :  Optional[int]  ):
							return (self.nir - self.red) / (self.nir + self.red)




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




					def     _SCREAMING_SNAKE_CASE    (						self    :  Dict  ):
							return (self.redEdge - self.red) / (self.redEdge + self.red)




					def     _SCREAMING_SNAKE_CASE    (						self    :  Any  ):
							return (self.nir - self.green) / (self.nir + self.green)




					def     _SCREAMING_SNAKE_CASE    (						self    :  int  ):
							return (self.nir - (self.green + self.blue)) / (
							    self.nir + (self.green + self.blue)
							)




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




					def     _SCREAMING_SNAKE_CASE    (						self    :  Tuple  ):
							return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))




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




					def     _SCREAMING_SNAKE_CASE    (						self    :  Any	,    snake_case__    :  int=0.08	,    snake_case__    :  Tuple=1.22	,    snake_case__    :  Any=0.03  ):
							return a * (
							    (self.nir - a * self.red - b)
							    / (a * self.nir + self.red - a * b + x * (1 + a**2))
							)




					def     _SCREAMING_SNAKE_CASE    (						self    :  List[str]  ):
							return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)




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




					def     _SCREAMING_SNAKE_CASE    (						self    :  Tuple  ):
							return (self.nir / self.redEdge) - 1




					def     _SCREAMING_SNAKE_CASE    (						self    :  Tuple  ):
							return (self.red - self.blue) / self.red




					def     _SCREAMING_SNAKE_CASE    (						self    :  Any  ):
							lowerCAmelCase__   = self.ndvi()
							return ((ndvi + 0.5) / (abs(ndvi + 0.5  ))) * (abs(ndvi + 0.5  ) ** (1 / 2))




					def     _SCREAMING_SNAKE_CASE    (						self    :  List[Any]  ):
							return self.nir - self.green




					def     _SCREAMING_SNAKE_CASE    (						self    :  Optional[Any]  ):
							return 2.5 * (
							    (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
							)




					def     _SCREAMING_SNAKE_CASE    (						self    :  Union[str, Any]  ):
							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     _SCREAMING_SNAKE_CASE    (						self    :  Dict	,    snake_case__    :  Optional[int]=0.16  ):
							return (self.nir - self.green) / (self.nir + self.green + y)




					def     _SCREAMING_SNAKE_CASE    (						self    :  str	,    snake_case__    :  int=0.5  ):
							return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)




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




					def     _SCREAMING_SNAKE_CASE    (						self    :  Optional[Any]	,    snake_case__    :  Dict=None	,    snake_case__    :  Any=None  ):
							return (self.nir - b) / (a * self.red)




					def     _SCREAMING_SNAKE_CASE    (						self    :  str  ):
							return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)




					def     _SCREAMING_SNAKE_CASE    (						self    :  List[str]  ):
							return (self.red + self.green + self.blue) / 30.5




					def     _SCREAMING_SNAKE_CASE    (						self    :  Optional[Any]  ):
							return self.nir / self.red




					def     _SCREAMING_SNAKE_CASE    (						self    :  Tuple  ):
							return (self.rvi() - 1) / (self.rvi() + 1)




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




					def     _SCREAMING_SNAKE_CASE    (						self    :  Dict  ):
							return self.green / (self.nir + self.red + self.green)




					def     _SCREAMING_SNAKE_CASE    (						self    :  int  ):
							return self.nir / (self.nir + self.red + self.green)




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




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




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




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




					def     _SCREAMING_SNAKE_CASE    (						self    :  str  ):
							return self.nir / self.red




					def     _SCREAMING_SNAKE_CASE    (						self    :  Dict  ):
							return (self.ndvi() + 0.5) ** (1 / 2)




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





"""simple docstring"""




from operator import delitem, getitem, setitem

import pytest

from data_structures.hashing.hash_map import HashMap







def 				_UpperCAmelCase		(							lowerCamelCase__  ):





		"""simple docstring"""




		return getitem, k







def 				_UpperCAmelCase		(							lowerCamelCase__      ,	lowerCamelCase__  ):





		"""simple docstring"""




		return setitem, k, v







def 				_UpperCAmelCase		(							lowerCamelCase__  ):





		"""simple docstring"""




		return delitem, k







def 				_UpperCAmelCase		(							lowerCamelCase__      ,	lowerCamelCase__      ,	*lowerCamelCase__  ):





		"""simple docstring"""




		try:
				return fun(lowerCamelCase__      ,	*lowerCamelCase__  ), None
		except Exception as e:
				return None, e


__lowerCAmelCase     :				Optional[Any]    				=    (
    _set("key_a", "val_a"),
    _set("key_b", "val_b"),
)

__lowerCAmelCase     :				Optional[int]    				=    [
    _set("key_a", "val_a"),
    _set("key_a", "val_b"),
]

__lowerCAmelCase     :				List[Any]    				=    [
    _set("key_a", "val_a"),
    _set("key_b", "val_b"),
    _del("key_a"),
    _del("key_b"),
    _set("key_a", "val_a"),
    _del("key_a"),
]

__lowerCAmelCase     :				int    				=    [
    _get("key_a"),
    _del("key_a"),
    _set("key_a", "val_a"),
    _del("key_a"),
    _del("key_a"),
    _get("key_a"),
]

__lowerCAmelCase     :				Optional[Any]    				=    [
    *[_set(x, x) for x in range(5)],  # guaranteed upsize
]

__lowerCAmelCase     :				Any    				=    [
    *[_set(x, x) for x in range(5)],  # guaranteed upsize
    *[_del(x) for x in range(5)],
    _set("key_a", "val_b"),
]







@pytest.mark.parametrize(
    """operations"""      ,	(
        pytest.param(_add_items      ,	id="""add items"""  ),
        pytest.param(_overwrite_items      ,	id="""overwrite items"""  ),
        pytest.param(_delete_items      ,	id="""delete items"""  ),
        pytest.param(_access_absent_items      ,	id="""access absent items"""  ),
        pytest.param(_add_with_resize_up      ,	id="""add with resize up"""  ),
        pytest.param(_add_with_resize_down      ,	id="""add with resize down"""  ),
    )      ,	)
def 				_UpperCAmelCase		(							lowerCamelCase__  ):





		"""simple docstring"""




		lowerCAmelCase__   = HashMap(initial_block_size=4  )
		lowerCAmelCase__   = {}
		for _, (fun, *args) in enumerate(lowerCamelCase__  ):
				lowerCAmelCase__ ,       lowerCAmelCase__   = _run_operation(lowerCamelCase__      ,	lowerCamelCase__      ,	*lowerCamelCase__  )
				lowerCAmelCase__ ,       lowerCAmelCase__   = _run_operation(lowerCamelCase__      ,	lowerCamelCase__      ,	*lowerCamelCase__  )
				assert my_res == py_res
				assert str(lowerCamelCase__  ) == str(lowerCamelCase__  )
				assert set(lowerCamelCase__  ) == set(lowerCamelCase__  )
				assert len(lowerCamelCase__  ) == len(lowerCamelCase__  )
				assert set(my.items()  ) == set(py.items()  )







def 				_UpperCAmelCase		(							):





		"""simple docstring"""




		def is_public(lowerCamelCase__  ) -> bool:
				return not name.startswith("""_"""  )

		lowerCAmelCase__   = {name for name in dir({}  ) if is_public(lowerCamelCase__  )}
		lowerCAmelCase__   = {name for name in dir(HashMap()  ) if is_public(lowerCamelCase__  )}

		assert dict_public_names > hash_public_names




