





'''simple docstring'''


import json
import os
import unittest

from transformers import HerbertTokenizer, HerbertTokenizerFast
from transformers.models.herbert.tokenization_herbert import VOCAB_FILES_NAMES
from transformers.testing_utils import get_tests_dir, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


@require_tokenizers
class 		UpperCamelCase__     (       a	,	unittest.TestCase							):
      '''simple docstring'''






      _snake_case           =				HerbertTokenizer
      _snake_case           =				HerbertTokenizerFast
      _snake_case           =				True




      def 	snake_case  (     self )				->  Any:
        super().setUp()

        # Use a simpler test file without japanese/chinese characters
        with open(F"""{get_tests_dir()}/fixtures/sample_text_no_unicode.txt"""     , encoding='utf-8' ) as f_data:
          __lowerCAmelCase		:    Optional[int]			     =  f_data.read().replace('\n\n'     , '\n' ).strip()

        __lowerCAmelCase		:    int			     =  [
            '<s>',
            '</s>',
            'l',
            'o',
            'w',
            'e',
            'r',
            's',
            't',
            'i',
            'd',
            'n',
            'w</w>',
            'r</w>',
            't</w>',
            'lo',
            'low',
            'er</w>',
            'low</w>',
            'lowest</w>',
            'newer</w>',
            'wider</w>',
            ',</w>',
            '<unk>',
        ]
        __lowerCAmelCase		:    Dict			     =  dict(zip(SCREAMING_SNAKE_CASE     , range(len(SCREAMING_SNAKE_CASE ) ) ) )
        __lowerCAmelCase		:    Tuple			     =  ['l o 123', 'lo w 1456', 'e r</w> 1789', '']

        __lowerCAmelCase		:    Union[str, Any]			     =  os.path.join(self.tmpdirname     , VOCAB_FILES_NAMES['vocab_file'] )
        __lowerCAmelCase		:    Tuple			     =  os.path.join(self.tmpdirname     , VOCAB_FILES_NAMES['merges_file'] )
        with open(self.vocab_file     , 'w' ) as fp:
          fp.write(json.dumps(SCREAMING_SNAKE_CASE ) )
        with open(self.merges_file     , 'w' ) as fp:
          fp.write('\n'.join(SCREAMING_SNAKE_CASE ) )




      def 	snake_case  (     self     , SCREAMING_SNAKE_CASE )				->  Optional[Any]:
        __lowerCAmelCase		:    List[str]			     =  'lower newer'
        __lowerCAmelCase		:    Any			     =  'lower newer'
        return input_text, output_text




      def 	snake_case  (     self )				->  Union[str, Any]:
        __lowerCAmelCase		:    Union[str, Any]			     =  self.tokenizer_class(vocab_file=self.vocab_file     , merges_file=self.merges_file )

        __lowerCAmelCase		:    Any			     =  'lower'
        __lowerCAmelCase		:    Tuple			     =  ['low', 'er</w>']
        __lowerCAmelCase		:    int			     =  tokenizer.tokenize(SCREAMING_SNAKE_CASE )
        self.assertListEqual(SCREAMING_SNAKE_CASE     , SCREAMING_SNAKE_CASE )

        __lowerCAmelCase		:    Any			     =  tokens + ['<unk>']
        __lowerCAmelCase		:    Optional[int]			     =  [16, 17, 23]
        self.assertListEqual(tokenizer.convert_tokens_to_ids(SCREAMING_SNAKE_CASE )     , SCREAMING_SNAKE_CASE )




      def 	snake_case  (     self )				->  List[Any]:
        if not self.test_rust_tokenizer:
          return

        __lowerCAmelCase		:    Dict			     =  self.get_tokenizer()
        __lowerCAmelCase		:    Optional[Any]			     =  self.get_rust_tokenizer()

        __lowerCAmelCase		:    str			     =  'lower,newer'

        __lowerCAmelCase		:    Optional[int]			     =  tokenizer.tokenize(SCREAMING_SNAKE_CASE )
        __lowerCAmelCase		:    Union[str, Any]			     =  rust_tokenizer.tokenize(SCREAMING_SNAKE_CASE )
        self.assertListEqual(SCREAMING_SNAKE_CASE     , SCREAMING_SNAKE_CASE )

        __lowerCAmelCase		:    Tuple			     =  tokenizer.encode(SCREAMING_SNAKE_CASE     , add_special_tokens=SCREAMING_SNAKE_CASE )
        __lowerCAmelCase		:    Dict			     =  rust_tokenizer.encode(SCREAMING_SNAKE_CASE     , add_special_tokens=SCREAMING_SNAKE_CASE )
        self.assertListEqual(SCREAMING_SNAKE_CASE     , SCREAMING_SNAKE_CASE )

        __lowerCAmelCase		:    Optional[Any]			     =  self.get_rust_tokenizer()
        __lowerCAmelCase		:    Optional[Any]			     =  tokenizer.encode(SCREAMING_SNAKE_CASE )
        __lowerCAmelCase		:    List[Any]			     =  rust_tokenizer.encode(SCREAMING_SNAKE_CASE )
        self.assertListEqual(SCREAMING_SNAKE_CASE     , SCREAMING_SNAKE_CASE )







      @slow
      def 	snake_case  (     self )				->  Any:
        __lowerCAmelCase		:    Optional[Any]			     =  self.tokenizer_class.from_pretrained('allegro/herbert-base-cased' )

        __lowerCAmelCase		:    Tuple			     =  tokenizer.encode('konstruowanie sekwencji'     , add_special_tokens=SCREAMING_SNAKE_CASE )
        __lowerCAmelCase		:    Tuple			     =  tokenizer.encode('konstruowanie wielu sekwencji'     , add_special_tokens=SCREAMING_SNAKE_CASE )

        __lowerCAmelCase		:    Dict			     =  tokenizer.build_inputs_with_special_tokens(SCREAMING_SNAKE_CASE )
        __lowerCAmelCase		:    int			     =  tokenizer.build_inputs_with_special_tokens(SCREAMING_SNAKE_CASE     , SCREAMING_SNAKE_CASE )

        assert encoded_sentence == [0] + text + [2]
        assert encoded_pair == [0] + text + [2] + text_a + [2]












'''simple docstring'''


from __future__ import annotations

from collections.abc import Callable




def       A							(      _UpperCAmelCase   :				Callable[[int | float], int | float]						,_UpperCAmelCase   :				int | float						,_UpperCAmelCase   :				int | float						,_UpperCAmelCase   :				int = 1_0_0						,)  ->				float:


  '''simple docstring'''




  __lowerCAmelCase		:    Dict			     =  x_start
  __lowerCAmelCase		:    Tuple			     =  fnc(_UpperCAmelCase					)
  __lowerCAmelCase		:    Optional[int]			     =  0.0

  for _ in range(_UpperCAmelCase					):
    # Approximates small segments of curve as linear and solve
    # for trapezoidal area
    __lowerCAmelCase		:    Optional[int]			     =  (x_end - x_start) / steps + xa
    __lowerCAmelCase		:    Optional[Any]			     =  fnc(_UpperCAmelCase					)
    area += abs(fxa + fxa					) * (xa - xa) / 2

    # Increment step
    __lowerCAmelCase		:    Optional[Any]			     =  xa
    __lowerCAmelCase		:    List[Any]			     =  fxa
  return area


if __name__ == "__main__":




    def       A							(      _UpperCAmelCase   :				List[Any]					)  ->				List[Any]:


      '''simple docstring'''




      return x**3

    print("f(x) = x^3")
    print("The area between the curve, x = -10, x = 10 and the x axis is:")
    A_				     =							10
    while i <= 10_00_00:
        A_				     =							trapezoidal_area(f, -5, 5, i)
        print(F'''with {i} steps: {area}''')
        i *= 10





