



"""simple docstring"""

from math import pi, sqrt, tan
def  __snake_case							(	__A      :						float     )     ->       float:






				'''simple docstring'''
				if side_length < 0:
								raise ValueError('surface_area_cube() only accepts non-negative values'     )
				return 6 * side_length**2
def  __snake_case							(	__A      :						float							,		__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if length < 0 or breadth < 0 or height < 0:
								raise ValueError('surface_area_cuboid() only accepts non-negative values'     )
				return 2 * ((length * breadth) + (breadth * height) + (length * height))
def  __snake_case							(	__A      :						float     )     ->       float:






				'''simple docstring'''
				if radius < 0:
								raise ValueError('surface_area_sphere() only accepts non-negative values'     )
				return 4 * pi * radius**2
def  __snake_case							(	__A      :						float     )     ->       float:






				'''simple docstring'''
				if radius < 0:
								raise ValueError('surface_area_hemisphere() only accepts non-negative values'     )
				return 3 * pi * radius**2
def  __snake_case							(	__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if radius < 0 or height < 0:
								raise ValueError('surface_area_cone() only accepts non-negative values'     )
				return pi * radius * (radius + (height**2 + radius**2) ** 0.5)
def  __snake_case							(	__A      :						float							,		__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if radius_a < 0 or radius_a < 0 or height < 0:
								raise ValueError(
								    'surface_area_conical_frustum() only accepts non-negative values'     )
				SCREAMING_SNAKE_CASE						:							int							=     (height**2 + (radius_a - radius_a) ** 2) ** 0.5
				return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)
def  __snake_case							(	__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if radius < 0 or height < 0:
								raise ValueError('surface_area_cylinder() only accepts non-negative values'     )
				return 2 * pi * radius * (height + radius)
def  __snake_case							(	__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if torus_radius < 0 or tube_radius < 0:
								raise ValueError('surface_area_torus() only accepts non-negative values'     )
				if torus_radius < tube_radius:
								raise ValueError(
								    'surface_area_torus() does not support spindle or self intersecting tori'     )
				return 4 * pow(__A							,		2     ) * torus_radius * tube_radius
def  __snake_case							(	__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if length < 0 or width < 0:
								raise ValueError('area_rectangle() only accepts non-negative values'     )
				return length * width
def  __snake_case							(	__A      :						float     )     ->       float:






				'''simple docstring'''
				if side_length < 0:
								raise ValueError('area_square() only accepts non-negative values'     )
				return side_length**2
def  __snake_case							(	__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if base < 0 or height < 0:
								raise ValueError('area_triangle() only accepts non-negative values'     )
				return (base * height) / 2
def  __snake_case							(	__A      :						float							,		__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if sidea < 0 or sidea < 0 or sidea < 0:
								raise ValueError('area_triangle_three_sides() only accepts non-negative values'     )
				elif sidea + sidea < sidea or sidea + sidea < sidea or sidea + sidea < sidea:
								raise ValueError('Given three sides do not form a triangle'     )
				SCREAMING_SNAKE_CASE						:							Union[str, Any]							=     (sidea + sidea + sidea) / 2
				SCREAMING_SNAKE_CASE						:							List[Any]							=     sqrt(
				    semi_perimeter
				    * (semi_perimeter - sidea)
				    * (semi_perimeter - sidea)
				    * (semi_perimeter - sidea)     )
				return area
def  __snake_case							(	__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if base < 0 or height < 0:
								raise ValueError('area_parallelogram() only accepts non-negative values'     )
				return base * height
def  __snake_case							(	__A      :						float							,		__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if basea < 0 or basea < 0 or height < 0:
								raise ValueError('area_trapezium() only accepts non-negative values'     )
				return 1 / 2 * (basea + basea) * height
def  __snake_case							(	__A      :						float     )     ->       float:






				'''simple docstring'''
				if radius < 0:
								raise ValueError('area_circle() only accepts non-negative values'     )
				return pi * radius**2
def  __snake_case							(	__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if radius_x < 0 or radius_y < 0:
								raise ValueError('area_ellipse() only accepts non-negative values'     )
				return pi * radius_x * radius_y
def  __snake_case							(	__A      :						float							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if diagonal_a < 0 or diagonal_a < 0:
								raise ValueError('area_rhombus() only accepts non-negative values'     )
				return 1 / 2 * diagonal_a * diagonal_a
def  __snake_case							(	__A      :						int							,		__A      :						float     )     ->       float:






				'''simple docstring'''
				if not isinstance(__A							,		__A     ) or sides < 3:
								raise ValueError(
								    'area_reg_polygon() only accepts integers greater than or \
equal to three as number of sides'     )
				elif length < 0:
								raise ValueError(
								    'area_reg_polygon() only accepts non-negative values as \
length of a side'     )
				return (sides * length**2) / (4 * tan(pi / sides     ))
				return (sides * length**2) / (4 * tan(pi / sides     ))


if __name__ == "__main__":
							import doctest

							doctest.testmod(verbose=True)  # verbose so we can see methods missing tests

							print('[DEMO] Areas of various geometric shapes: \n')
							print(f'''Rectangle: {area_rectangle(10, 20) = }''')
							print(f'''Square: {area_square(10) = }''')
							print(f'''Triangle: {area_triangle(10, 10) = }''')
							print(f'''Triangle: {area_triangle_three_sides(5, 12, 13) = }''')
							print(f'''Parallelogram: {area_parallelogram(10, 20) = }''')
							print(f'''Rhombus: {area_rhombus(10, 20) = }''')
							print(f'''Trapezium: {area_trapezium(10, 20, 30) = }''')
							print(f'''Circle: {area_circle(20) = }''')
							print(f'''Ellipse: {area_ellipse(10, 20) = }''')
							print('\nSurface Areas of various geometric shapes: \n')
							print(f'''Cube: {surface_area_cube(20) = }''')
							print(f'''Cuboid: {surface_area_cuboid(10, 20, 30) = }''')
							print(f'''Sphere: {surface_area_sphere(20) = }''')
							print(f'''Hemisphere: {surface_area_hemisphere(20) = }''')
							print(f'''Cone: {surface_area_cone(10, 20) = }''')
							print(f'''Conical Frustum: {surface_area_conical_frustum(10, 20, 30) = }''')
							print(f'''Cylinder: {surface_area_cylinder(10, 20) = }''')
							print(f'''Torus: {surface_area_torus(20, 10) = }''')
							print(f'''Equilateral Triangle: {area_reg_polygon(3, 10) = }''')
							print(f'''Square: {area_reg_polygon(4, 10) = }''')
							print(f'''Reqular Pentagon: {area_reg_polygon(5, 10) = }''')










"""simple docstring"""

from typing import Dict, List, Optional

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


A_						:    Tuple				=      logging.get_logger(__name__)


A_						:    int				=      {
    'nielsr/canine-s': 2048,
}

# Unicode defines 1,114,112 total “codepoints”
A_						:    List[Any]				=      111_4112

# Below: Constants defining canonical codepoints for special, pseudo-characters.
# Copied from https://github.com/google-research/language/blob/master/language/canine/special_codepoints.py
A_						:    Optional[Any]				=      0

A_						:    int				=      0xE000
A_						:    Any				=      0xE001
A_						:    List[Any]				=      0xE002
A_						:    Optional[Any]				=      0xE003
A_						:    int				=      0xE004

# Maps special codepoints to human-readable names.
A_						:    Dict[int, str]				=      {
    # Special symbols are represented using codepoints values that are valid,
    # but designated as "Private Use", meaning that they will never be assigned
    # characters by the Unicode Consortium, and are thus safe for use here.
    #
    # NOTE: Do *NOT* add any sort of [UNK_CHAR] here. They are explicitly
    # excluded and should fail with a hard error.
    CLS: "[CLS]",
    SEP: "[SEP]",
    BOS: "[BOS]",
    MASK: "[MASK]",
    PAD: "[PAD]",
    RESERVED: "[RESERVED]",
}

# Maps special codepoint human-readable names to their codepoint values.
A_						:    Dict[str, int]				=      {name: codepoint for codepoint, name in SPECIAL_CODEPOINTS.items()}
class     lowerCAmelCase__						(	_lowerCamelCase ):


	'''simple docstring'''







	_SCREAMING_SNAKE_CASE	:		List[Any]  						= PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES





	def __init__(      self				:       int     ,       _SCREAMING_SNAKE_CASE				:       Any=chr(_SCREAMING_SNAKE_CASE    )     ,       _SCREAMING_SNAKE_CASE				:       int=chr(_SCREAMING_SNAKE_CASE    )     ,       _SCREAMING_SNAKE_CASE				:       Union[str, Any]=chr(_SCREAMING_SNAKE_CASE    )     ,       _SCREAMING_SNAKE_CASE				:       Tuple=chr(_SCREAMING_SNAKE_CASE    )     ,       _SCREAMING_SNAKE_CASE				:       int=chr(_SCREAMING_SNAKE_CASE    )     ,       _SCREAMING_SNAKE_CASE				:       Any=chr(_SCREAMING_SNAKE_CASE    )     ,       _SCREAMING_SNAKE_CASE				:       Optional[Any]=False     ,       _SCREAMING_SNAKE_CASE				:       List[Any]=2_048     ,       **_SCREAMING_SNAKE_CASE				:       Tuple     ,       )						->	List[Any]:





					"""simple docstring"""


					SCREAMING_SNAKE_CASE						:							Union[str, Any]							=     AddedToken(_SCREAMING_SNAKE_CASE     ,       lstrip=_SCREAMING_SNAKE_CASE     ,       rstrip=_SCREAMING_SNAKE_CASE    ) if isinstance(_SCREAMING_SNAKE_CASE     ,       _SCREAMING_SNAKE_CASE    ) else bos_token
					SCREAMING_SNAKE_CASE						:							Tuple							=     AddedToken(_SCREAMING_SNAKE_CASE     ,       lstrip=_SCREAMING_SNAKE_CASE     ,       rstrip=_SCREAMING_SNAKE_CASE    ) if isinstance(_SCREAMING_SNAKE_CASE     ,       _SCREAMING_SNAKE_CASE    ) else eos_token
					SCREAMING_SNAKE_CASE						:							Any							=     AddedToken(_SCREAMING_SNAKE_CASE     ,       lstrip=_SCREAMING_SNAKE_CASE     ,       rstrip=_SCREAMING_SNAKE_CASE    ) if isinstance(_SCREAMING_SNAKE_CASE     ,       _SCREAMING_SNAKE_CASE    ) else sep_token
					SCREAMING_SNAKE_CASE						:							int							=     AddedToken(_SCREAMING_SNAKE_CASE     ,       lstrip=_SCREAMING_SNAKE_CASE     ,       rstrip=_SCREAMING_SNAKE_CASE    ) if isinstance(_SCREAMING_SNAKE_CASE     ,       _SCREAMING_SNAKE_CASE    ) else cls_token
					SCREAMING_SNAKE_CASE						:							Dict							=     AddedToken(_SCREAMING_SNAKE_CASE     ,       lstrip=_SCREAMING_SNAKE_CASE     ,       rstrip=_SCREAMING_SNAKE_CASE    ) if isinstance(_SCREAMING_SNAKE_CASE     ,       _SCREAMING_SNAKE_CASE    ) else pad_token

					# Mask token behave like a normal word, i.e. include the space before it
					SCREAMING_SNAKE_CASE						:							int							=     AddedToken(_SCREAMING_SNAKE_CASE     ,       lstrip=_SCREAMING_SNAKE_CASE     ,       rstrip=_SCREAMING_SNAKE_CASE    ) if isinstance(_SCREAMING_SNAKE_CASE     ,       _SCREAMING_SNAKE_CASE    ) else mask_token

					super().__init__(
					    bos_token=_SCREAMING_SNAKE_CASE     ,       eos_token=_SCREAMING_SNAKE_CASE     ,       sep_token=_SCREAMING_SNAKE_CASE     ,       cls_token=_SCREAMING_SNAKE_CASE     ,       pad_token=_SCREAMING_SNAKE_CASE     ,       mask_token=_SCREAMING_SNAKE_CASE     ,       add_prefix_space=_SCREAMING_SNAKE_CASE     ,       model_max_length=_SCREAMING_SNAKE_CASE     ,       **_SCREAMING_SNAKE_CASE     ,       )

					# Creates a mapping for looking up the IDs of special symbols.
					SCREAMING_SNAKE_CASE						:							Dict[str, int]							=     {}
					for codepoint, name in SPECIAL_CODEPOINTS.items():
									SCREAMING_SNAKE_CASE						:							str							=     codepoint

					# Creates a mapping for looking up the string forms of special symbol IDs.
					SCREAMING_SNAKE_CASE						:							Dict[int, str]							=     {
					    codepoint: name for name, codepoint in self._special_codepoints.items()
					}

					SCREAMING_SNAKE_CASE						:							Dict							=     UNICODE_VOCAB_SIZE
					SCREAMING_SNAKE_CASE						:							List[str]							=     len(self._special_codepoints    )





	@property
	def 			_lowerCAmelCase     (      self				:       Optional[Any]    )						->	int:





					"""simple docstring"""


					return self._unicode_vocab_size





	def 			_lowerCAmelCase     (      self				:       Union[str, Any]     ,       _SCREAMING_SNAKE_CASE				:       str    )						->	List[str]:





					"""simple docstring"""


					return list(_SCREAMING_SNAKE_CASE    )





	def 			_lowerCAmelCase     (      self				:       int     ,       _SCREAMING_SNAKE_CASE				:       str    )						->	int:





					"""simple docstring"""


					try:
									return ord(_SCREAMING_SNAKE_CASE    )
					except TypeError:
									raise ValueError(f"""invalid token: '{token}'"""    )





	def 			_lowerCAmelCase     (      self				:       Optional[Any]     ,       _SCREAMING_SNAKE_CASE				:       int    )						->	str:





					"""simple docstring"""


					try:
									if index in SPECIAL_CODEPOINTS:
													return SPECIAL_CODEPOINTS[index]
									return chr(_SCREAMING_SNAKE_CASE    )
					except TypeError:
									raise ValueError(f"""invalid id: {index}"""    )





	def 			_lowerCAmelCase     (      self				:       Optional[Any]     ,       _SCREAMING_SNAKE_CASE				:       Tuple    )						->	List[str]:





					"""simple docstring"""


					return "".join(_SCREAMING_SNAKE_CASE    )





	def 			_lowerCAmelCase     (      self				:       Dict     ,       _SCREAMING_SNAKE_CASE				:       List[int]     ,       _SCREAMING_SNAKE_CASE				:       Optional[List[int]] = None    )						->	List[int]:





					"""simple docstring"""


					SCREAMING_SNAKE_CASE						:							List[str]							=     [self.sep_token_id]
					SCREAMING_SNAKE_CASE						:							Tuple							=     [self.cls_token_id]

					SCREAMING_SNAKE_CASE						:							Any							=     cls + token_ids_a + sep
					if token_ids_a is not None:
									result += token_ids_a + sep
					return result





	def 			_lowerCAmelCase     (      self				:       int     ,       _SCREAMING_SNAKE_CASE				:       List[int]     ,       _SCREAMING_SNAKE_CASE				:       Optional[List[int]] = None     ,       _SCREAMING_SNAKE_CASE				:       bool = False    )						->	List[int]:





					"""simple docstring"""


					if already_has_special_tokens:
									return super().get_special_tokens_mask(
									    token_ids_a=_SCREAMING_SNAKE_CASE     ,       token_ids_a=_SCREAMING_SNAKE_CASE     ,       already_has_special_tokens=_SCREAMING_SNAKE_CASE    )

					SCREAMING_SNAKE_CASE						:							int							=     [1] + ([0] * len(_SCREAMING_SNAKE_CASE    )) + [1]
					if token_ids_a is not None:
									result += ([0] * len(_SCREAMING_SNAKE_CASE    )) + [1]
					return result





	def 			_lowerCAmelCase     (      self				:       int     ,       _SCREAMING_SNAKE_CASE				:       List[int]     ,       _SCREAMING_SNAKE_CASE				:       Optional[List[int]] = None    )						->	List[int]:





					"""simple docstring"""


					SCREAMING_SNAKE_CASE						:							Optional[Any]							=     [self.sep_token_id]
					SCREAMING_SNAKE_CASE						:							Dict							=     [self.cls_token_id]

					SCREAMING_SNAKE_CASE						:							Union[str, Any]							=     len(cls + token_ids_a + sep    ) * [0]
					if token_ids_a is not None:
									result += len(token_ids_a + sep    ) * [1]
					return result







	def 			_lowerCAmelCase     (      self				:       Tuple     ,       _SCREAMING_SNAKE_CASE				:       str     ,       _SCREAMING_SNAKE_CASE				:       Optional[str] = None    )						->	Any:





					"""simple docstring"""


					return ()





