





import json
import os
import unittest

from transformers import OpenAIGPTTokenizer, OpenAIGPTTokenizerFast
from transformers.models.openai.tokenization_openai import VOCAB_FILES_NAMES
from transformers.testing_utils import require_ftfy, require_spacy, require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin




@require_tokenizers
class 					_lowerCamelCase			(     a			, unittest.TestCase     ):



      """simple docstring"""






      UpperCAmelCase_    :   int      =OpenAIGPTTokenizer
      UpperCAmelCase_    :   Tuple      =OpenAIGPTTokenizerFast
      UpperCAmelCase_    :   Union[str, Any]      =True
      UpperCAmelCase_    :   Optional[int]      =False







      def     UpperCAmelCase		(			self )							-> List[Any]:






        '''simple docstring'''






        super().setUp()

        # Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
        __snake_case :					Dict          =							[
            "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>",
            "<unk>",
        ]
        __snake_case :					Dict          =							dict(zip(lowerCAmelCase__					,    range(len(lowerCAmelCase__ ) ) ) )
        __snake_case :					List[Any]          =							["#version: 0.2", "l o", "lo w", "e r</w>", ""]

        __snake_case :					int          =							os.path.join(self.tmpdirname					,    VOCAB_FILES_NAMES["vocab_file"] )
        __snake_case :					Union[str, Any]          =							os.path.join(self.tmpdirname					,    VOCAB_FILES_NAMES["merges_file"] )
        with open(self.vocab_file					,    "w" ) as fp:
          fp.write(json.dumps(lowerCAmelCase__ ) )
        with open(self.merges_file					,    "w" ) as fp:
          fp.write("\n".join(lowerCAmelCase__ ) )







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






        '''simple docstring'''






        return "lower newer", "lower newer"







      def     UpperCAmelCase		(			self )							-> Union[str, Any]:






        '''simple docstring'''






        __snake_case :					str          =							OpenAIGPTTokenizer(self.vocab_file					,    self.merges_file )

        __snake_case :					List[Any]          =							"lower"
        __snake_case :					int          =							["low", "er</w>"]
        __snake_case :					Tuple          =							tokenizer.tokenize(lowerCAmelCase__ )
        self.assertListEqual(lowerCAmelCase__					,    lowerCAmelCase__ )

        __snake_case :					Tuple          =							tokens + ["<unk>"]
        __snake_case :					str          =							[14, 15, 20]
        self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase__ )					,    lowerCAmelCase__ )







      def     UpperCAmelCase		(			self					,    UpperCAmelCase=15 )							-> Union[str, Any]:






        '''simple docstring'''






        for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
          with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})""" ):
            __snake_case :					Optional[int]          =							self.rust_tokenizer_class.from_pretrained(lowerCAmelCase__					,    **lowerCAmelCase__ )

            # Simple input
            __snake_case :					Optional[int]          =							"This is a simple input"
            __snake_case :					str          =							["This is a simple input 1", "This is a simple input 2"]
            __snake_case :					Optional[Any]          =							("This is a simple input", "This is a pair")
            __snake_case :					Union[str, Any]          =							[
                ("This is a simple input 1", "This is a simple input 2"),
                ("This is a simple pair 1", "This is a simple pair 2"),
            ]

            # Simple input tests
            self.assertRaises(lowerCAmelCase__					,    tokenizer_r.encode					,    lowerCAmelCase__					,    max_length=lowerCAmelCase__					,    padding="max_length" )

            # Simple input
            self.assertRaises(lowerCAmelCase__					,    tokenizer_r.encode_plus					,    lowerCAmelCase__					,    max_length=lowerCAmelCase__					,    padding="max_length" )

            # Simple input
            self.assertRaises(
                lowerCAmelCase__					,    tokenizer_r.batch_encode_plus					,    lowerCAmelCase__					,    max_length=lowerCAmelCase__					,    padding="max_length"					,    )

            # Pair input
            self.assertRaises(lowerCAmelCase__					,    tokenizer_r.encode					,    lowerCAmelCase__					,    max_length=lowerCAmelCase__					,    padding="max_length" )

            # Pair input
            self.assertRaises(lowerCAmelCase__					,    tokenizer_r.encode_plus					,    lowerCAmelCase__					,    max_length=lowerCAmelCase__					,    padding="max_length" )

            # Pair input
            self.assertRaises(
                lowerCAmelCase__					,    tokenizer_r.batch_encode_plus					,    lowerCAmelCase__					,    max_length=lowerCAmelCase__					,    padding="max_length"					,    )







      def     UpperCAmelCase		(			self )							-> Optional[Any]:






        '''simple docstring'''






        pass




@require_ftfy
@require_spacy
@require_tokenizers
class 					_lowerCamelCase			(     a     ):



      """simple docstring"""






      pass








'''simple docstring'''

def    a__							(							lowercase   :	Dict,   lowercase   :	Optional[Any] )						->						int:





     """simple docstring"""

     _UpperCamelCase							       =			0
     _UpperCamelCase							       =			len(lowercase ) - 1

     while left <= right:
          # avoid divided by 0 during interpolation
          if sorted_collection[left] == sorted_collection[right]:
               if sorted_collection[left] == item:
                    return left
               else:
                    return None

          _UpperCamelCase							       =			left + ((item - sorted_collection[left]) * (right - left)) // (
              sorted_collection[right] - sorted_collection[left]
          )

          # out of range check
          if point < 0 or point >= len(lowercase ):
               return None

          _UpperCamelCase							       =			sorted_collection[point]
          if current_item == item:
               return point
          else:
               if point < left:
                    _UpperCamelCase							       =			left
                    _UpperCamelCase							       =			point
               elif point > right:
                    _UpperCamelCase							       =			right
                    _UpperCamelCase							       =			point
               else:
                    if item < current_item:
                         _UpperCamelCase							       =			point - 1
                    else:
                         _UpperCamelCase							       =			point + 1
     return None







def    a__							(							lowercase   :	int,   lowercase   :	Optional[int],   lowercase   :	List[Any],   lowercase   :	List[Any] )						->						Dict:





     """simple docstring"""

     if sorted_collection[left] == sorted_collection[right]:
          if sorted_collection[left] == item:
               return left
          else:
               return None

     _UpperCamelCase							       =			left + ((item - sorted_collection[left]) * (right - left)) // (
         sorted_collection[right] - sorted_collection[left]
     )

     # out of range check
     if point < 0 or point >= len(lowercase ):
          return None

     if sorted_collection[point] == item:
          return point
     elif point < left:
          return interpolation_search_by_recursion(lowercase,   lowercase,   lowercase,   lowercase )
     elif point > right:
          return interpolation_search_by_recursion(lowercase,   lowercase,   lowercase,   lowercase )
     else:
          if sorted_collection[point] > item:
               return interpolation_search_by_recursion(
                   lowercase,   lowercase,   lowercase,   point - 1 )
          else:
               return interpolation_search_by_recursion(
                   lowercase,   lowercase,   point + 1,   lowercase )







def    a__							(							lowercase   :	Any )						->						List[Any]:





     """simple docstring"""

     if collection != sorted(lowercase ):
          raise ValueError('''Collection must be ascending sorted''' )
     return True


if __name__ == "__main__":
   import sys
   lowercase__		:     int			=							0
   if debug == 1:
      lowercase__		:     Optional[Any]			=							[10, 30, 40, 45, 50, 66, 77, 93]
      try:
         __assert_sorted(collection)
      except ValueError:
         sys.exit('Sequence must be ascending sorted to apply interpolation search')
      lowercase__		:     List[str]			=							67

   lowercase__		:     Optional[int]			=							interpolation_search(collection, target)
   if result is not None:
      print(F"""{target} found at positions: {result}""")
   else:
      print('Not found')



