
"""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_						)




"""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_						)


