code: 
  """simple docstring"""
  
  
  
  
  
  import os
  import unittest
  
  from transformers.models.bertweet.tokenization_bertweet import VOCAB_FILES_NAMES, BertweetTokenizer
  
  from ...test_tokenization_common import TokenizerTesterMixin
  
  
  class A_			(lowercase__       ,unittest.TestCase   ):
  
  
  
  
    '''simple docstring'''
    SCREAMING_SNAKE_CASE__    :		int						  =	BertweetTokenizer
    SCREAMING_SNAKE_CASE__    :		Union[str, Any]						  =	False
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self						):
  
       """simple docstring"""
       super().setUp()
  
       # Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
       UpperCAmelCase_      :      Optional[Any]      =					["I", "m", "V@@", "R@@", "r", "e@@"]
       UpperCAmelCase_      :      List[str]      =					dict(zip(lowercase_       ,     range(len(lowercase_						)						)						)						)
       UpperCAmelCase_      :      List[str]      =					["#version: 0.2", "a m</w>"]
       UpperCAmelCase_      :      List[Any]      =					{"unk_token": "<unk>"}
  
       UpperCAmelCase_      :      Optional[int]      =					os.path.join(self.tmpdirname       ,     VOCAB_FILES_NAMES["vocab_file"]						)
       UpperCAmelCase_      :      Union[str, Any]      =					os.path.join(self.tmpdirname       ,     VOCAB_FILES_NAMES["merges_file"]						)
       with open(self.vocab_file       ,     "w"       ,     encoding="utf-8"						) as fp:
          for token in vocab_tokens:
             fp.write(F"""{token} {vocab_tokens[token]}\n"""						)
       with open(self.merges_file       ,     "w"       ,     encoding="utf-8"						) as fp:
          fp.write("\n".join(lowercase_						)						)
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self       ,     **lowercase_						):
  
       """simple docstring"""
       kwargs.update(self.special_tokens_map						)
       return BertweetTokenizer.from_pretrained(self.tmpdirname       ,     **lowercase_						)
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self       ,     lowercase_						):
  
       """simple docstring"""
       UpperCAmelCase_      :      Dict      =					"I am VinAI Research"
       UpperCAmelCase_      :      List[Any]      =					"I <unk> m V<unk> <unk> <unk> I Re<unk> e<unk> <unk> <unk> <unk>"
       return input_text, output_text
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self						):
  
       """simple docstring"""
       UpperCAmelCase_      :      Optional[Any]      =					BertweetTokenizer(self.vocab_file       ,     self.merges_file       ,     **self.special_tokens_map						)
       UpperCAmelCase_      :      List[Any]      =					"I am VinAI Research"
       UpperCAmelCase_      :      str      =					"I a@@ m V@@ i@@ n@@ A@@ I R@@ e@@ s@@ e@@ a@@ r@@ c@@ h".split()
       UpperCAmelCase_      :      Union[str, Any]      =					tokenizer.tokenize(lowercase_						)
       self.assertListEqual(lowercase_       ,     lowercase_						)
  
       UpperCAmelCase_      :      int      =					tokens + [tokenizer.unk_token]
  
       UpperCAmelCase_      :      List[str]      =					[4, 3, 5, 6, 3, 3, 3, 4, 7, 9, 3, 9, 3, 3, 3, 3, 3]
       self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase_						)       ,     lowercase_						)
  
  
  
style_context: 
  """simple docstring"""
  
  
  
  
  
  from hashlib import mda, shaaaa
  
  _a	 =							(shaaaa, mda)
  
  
  class A_			:
  
  
  
  
    '''simple docstring'''
  
  
  
  
  
  
  
    def __init__(	self       ,     lowercase_ = 8						):
  
       """simple docstring"""
       UpperCAmelCase_      :      List[str]      =					0B0
       UpperCAmelCase_      :      Union[str, Any]      =					size
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self       ,     lowercase_						):
  
       """simple docstring"""
       UpperCAmelCase_      :      Union[str, Any]      =					self.hash_(lowercase_						)
       self.bitarray |= h
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self       ,     lowercase_						):
  
       """simple docstring"""
       UpperCAmelCase_      :      Optional[int]      =					self.hash_(lowercase_						)
       return (h & self.bitarray) == h
  
  
  
  
  
  
  
    def __contains__(	self       ,     lowercase_						):
  
       """simple docstring"""
       return self.exists(lowercase_						)
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self       ,     lowercase_						):
  
       """simple docstring"""
       UpperCAmelCase_      :      str      =					bin(lowercase_						)[2:]
       return res.zfill(self.size						)
  
  
  
  
  
  
  
    @property
    def  UpperCamelCase__      (	self						):
  
       """simple docstring"""
       return self.format_bin(self.bitarray						)
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self       ,     lowercase_						):
  
       """simple docstring"""
       UpperCAmelCase_      :      List[str]      =					0B0
       for func in HASH_FUNCTIONS:
          UpperCAmelCase_      :      str      =					(
              int.from_bytes(func(value.encode()						).digest()       ,     "little"						) % self.size
          )
          res |= 2**position
       return res
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self       ,     lowercase_						):
  
       """simple docstring"""
       return self.format_bin(self.hash_(lowercase_						)						)
  
  
  
  
  
  
  
    @property
    def  UpperCamelCase__      (	self						):
  
       """simple docstring"""
       UpperCAmelCase_      :      Optional[Any]      =					bin(self.bitarray						).count("1"						)
       return (n_ones / self.size) ** len(lowercase_						)
  
  
  