





'''simple docstring'''

from math import pi, sqrt, tan







def    a__							(							lowercase   :	float )						->						float:





     """simple docstring"""

     if side_length < 0:
          raise ValueError('''surface_area_cube() only accepts non-negative values''' )
     return 6 * side_length**2







def    a__							(							lowercase   :	float,   lowercase   :	float,   lowercase   :	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    a__							(							lowercase   :	float )						->						float:





     """simple docstring"""

     if radius < 0:
          raise ValueError('''surface_area_sphere() only accepts non-negative values''' )
     return 4 * pi * radius**2







def    a__							(							lowercase   :	float )						->						float:





     """simple docstring"""

     if radius < 0:
          raise ValueError('''surface_area_hemisphere() only accepts non-negative values''' )
     return 3 * pi * radius**2







def    a__							(							lowercase   :	float,   lowercase   :	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    a__							(							lowercase   :	float,   lowercase   :	float,   lowercase   :	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''' )
     _UpperCamelCase							       =			(height**2 + (radius_a - radius_a) ** 2) ** 0.5
     return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)







def    a__							(							lowercase   :	float,   lowercase   :	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    a__							(							lowercase   :	float,   lowercase   :	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(lowercase,   2 ) * torus_radius * tube_radius







def    a__							(							lowercase   :	float,   lowercase   :	float )						->						float:





     """simple docstring"""

     if length < 0 or width < 0:
          raise ValueError('''area_rectangle() only accepts non-negative values''' )
     return length * width







def    a__							(							lowercase   :	float )						->						float:





     """simple docstring"""

     if side_length < 0:
          raise ValueError('''area_square() only accepts non-negative values''' )
     return side_length**2







def    a__							(							lowercase   :	float,   lowercase   :	float )						->						float:





     """simple docstring"""

     if base < 0 or height < 0:
          raise ValueError('''area_triangle() only accepts non-negative values''' )
     return (base * height) / 2







def    a__							(							lowercase   :	float,   lowercase   :	float,   lowercase   :	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''' )
     _UpperCamelCase							       =			(sidea + sidea + sidea) / 2
     _UpperCamelCase							       =			sqrt(
         semi_perimeter
         * (semi_perimeter - sidea)
         * (semi_perimeter - sidea)
         * (semi_perimeter - sidea) )
     return area







def    a__							(							lowercase   :	float,   lowercase   :	float )						->						float:





     """simple docstring"""

     if base < 0 or height < 0:
          raise ValueError('''area_parallelogram() only accepts non-negative values''' )
     return base * height







def    a__							(							lowercase   :	float,   lowercase   :	float,   lowercase   :	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    a__							(							lowercase   :	float )						->						float:





     """simple docstring"""

     if radius < 0:
          raise ValueError('''area_circle() only accepts non-negative values''' )
     return pi * radius**2







def    a__							(							lowercase   :	float,   lowercase   :	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    a__							(							lowercase   :	float,   lowercase   :	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    a__							(							lowercase   :	int,   lowercase   :	float )						->						float:





     """simple docstring"""

     if not isinstance(lowercase,   lowercase ) 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'''




import os
from shutil import copyfile
from typing import Any, Dict, List, Optional, Tuple

import sentencepiece as spm

from ...tokenization_utils import PreTrainedTokenizer
from ...utils import logging


lowercase     :							int       						=     logging.get_logger(__name__)

lowercase     :							Dict       						=     {'vocab_file': 'spiece.model'}

lowercase     :							Tuple       						=     {
    'vocab_file': {
        'bert_for_seq_generation': (
            'https://huggingface.co/google/bert_for_seq_generation_L-24_bbc_encoder/resolve/main/spiece.model'
        ),
    }
}

lowercase     :							Tuple       						=     {'bert_for_seq_generation': 5_12}





class 					A							(				__snake_case		):
     __magic_name__          =						VOCAB_FILES_NAMES
     __magic_name__          =						PRETRAINED_VOCAB_FILES_MAP
     __magic_name__          =						PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
     __magic_name__          =						[]
     __magic_name__          =						['''input_ids''', '''attention_mask''']





     def __init__(				self		,     SCREAMING_SNAKE_CASE		,     SCREAMING_SNAKE_CASE="<s>"		,     SCREAMING_SNAKE_CASE="</s>"		,     SCREAMING_SNAKE_CASE="<unk>"		,     SCREAMING_SNAKE_CASE="<pad>"		,     SCREAMING_SNAKE_CASE="<::::>"		,     SCREAMING_SNAKE_CASE = None		,     **SCREAMING_SNAKE_CASE		,     )					->							None:






         """simple docstring"""






         A			:  str   =		{} if sp_model_kwargs is None else sp_model_kwargs

         # Add extra_ids to the special token list
         super().__init__(
             bos_token=SCREAMING_SNAKE_CASE		,     eos_token=SCREAMING_SNAKE_CASE		,     unk_token=SCREAMING_SNAKE_CASE		,     pad_token=SCREAMING_SNAKE_CASE		,     sep_token=SCREAMING_SNAKE_CASE		,     sp_model_kwargs=self.sp_model_kwargs		,     **SCREAMING_SNAKE_CASE		,     )

         A			:  List[Any]   =		vocab_file

         A			:  List[Any]   =		spm.SentencePieceProcessor(**self.sp_model_kwargs      )
         self.sp_model.Load(SCREAMING_SNAKE_CASE      )





     @property
     def 							__lowerCAmelCase				(				self      )					->							int:






         """simple docstring"""






         return self.sp_model.get_piece_size()





     def 							__lowerCAmelCase				(				self      )					->							Any:






         """simple docstring"""






         A			:  Any   =		{self.convert_ids_to_tokens(SCREAMING_SNAKE_CASE      ): i for i in range(self.vocab_size      )}
         vocab.update(self.added_tokens_encoder      )
         return vocab





     def __getstate__(				self      )					->							Tuple:






         """simple docstring"""






         A			:  Dict   =		self.__dict__.copy()
         A			:  int   =		None
         return state





     def __setstate__(				self		,     SCREAMING_SNAKE_CASE      )					->							str:






         """simple docstring"""






         A			:  Union[str, Any]   =		d

         # for backward compatibility
         if not hasattr(self		,     '''sp_model_kwargs'''      ):
             A			:  Optional[int]   =		{}

         A			:  Optional[int]   =		spm.SentencePieceProcessor(**self.sp_model_kwargs      )
         self.sp_model.Load(self.vocab_file      )





     def 							__lowerCAmelCase				(				self		,     SCREAMING_SNAKE_CASE      )					->							List[str]:






         """simple docstring"""






         return self.sp_model.encode(SCREAMING_SNAKE_CASE		,     out_type=SCREAMING_SNAKE_CASE      )





     def 							__lowerCAmelCase				(				self		,     SCREAMING_SNAKE_CASE      )					->							Optional[int]:






         """simple docstring"""






         return self.sp_model.piece_to_id(SCREAMING_SNAKE_CASE      )





     def 							__lowerCAmelCase				(				self		,     SCREAMING_SNAKE_CASE      )					->							Optional[Any]:






         """simple docstring"""






         A			:  Tuple   =		self.sp_model.IdToPiece(SCREAMING_SNAKE_CASE      )
         return token





     def 							__lowerCAmelCase				(				self		,     SCREAMING_SNAKE_CASE      )					->							Tuple:






         """simple docstring"""






         A			:  List[Any]   =		[]
         A			:  Dict   =		''''''
         for token in tokens:
             # make sure that special tokens are not decoded using sentencepiece model
             if token in self.all_special_tokens:
                 out_string += self.sp_model.decode(SCREAMING_SNAKE_CASE      ) + token
                 A			:  str   =		[]
             else:
                 current_sub_tokens.append(SCREAMING_SNAKE_CASE      )
         out_string += self.sp_model.decode(SCREAMING_SNAKE_CASE      )
         return out_string.strip()





     def 							__lowerCAmelCase				(				self		,     SCREAMING_SNAKE_CASE		,     SCREAMING_SNAKE_CASE = None      )					->							Tuple[str]:






         """simple docstring"""






         if not os.path.isdir(SCREAMING_SNAKE_CASE      ):
             logger.error(F'Vocabulary path ({save_directory}) should be a directory'      )
             return
         A			:  int   =		os.path.join(
             SCREAMING_SNAKE_CASE		,     (filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file''']      )

         if os.path.abspath(self.vocab_file      ) != os.path.abspath(SCREAMING_SNAKE_CASE      ) and os.path.isfile(self.vocab_file      ):
             copyfile(self.vocab_file		,     SCREAMING_SNAKE_CASE      )
         elif not os.path.isfile(self.vocab_file      ):
             with open(SCREAMING_SNAKE_CASE		,     '''wb'''      ) as fi:
                 A			:  str   =		self.sp_model.serialized_model_proto()
                 fi.write(SCREAMING_SNAKE_CASE      )

         return (out_vocab_file,)




