code: import os
  import unittest
  
  from transformers import ElectraTokenizerFast
  from transformers.models.electra.tokenization_electra import (
      VOCAB_FILES_NAMES,
      BasicTokenizer,
      ElectraTokenizer,
      WordpieceTokenizer,
      _is_control,
      _is_punctuation,
      _is_whitespace,
  )
  from transformers.testing_utils import require_tokenizers, slow
  
  from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english
  
  
  
  
  
  
  
  @require_tokenizers
  class 					UpperCAmelCase_				(							_a     ,     unittest.TestCase    ):
      UpperCAmelCase_			:       Optional[int]						 =							ElectraTokenizer
      UpperCAmelCase_			:       List[Any]						 =							ElectraTokenizerFast
      UpperCAmelCase_			:       List[str]						 =							True
      UpperCAmelCase_			:       Union[str, Any]						 =							True
      UpperCAmelCase_			:       int						 =							filter_non_english
  
  
  
  
      def 						__lowerCamelCase (					self  :   int   )	-> str:
        super().setUp()
  
        a__     		= [
            "[UNK]",
            "[CLS]",
            "[SEP]",
            "[PAD]",
            "[MASK]",
            "want",
            "##want",
            "##ed",
            "wa",
            "un",
            "runn",
            "##ing",
            ",",
            "low",
            "lowest",
        ]
        a__     		= os.path.join(self.tmpdirname      ,      VOCAB_FILES_NAMES["vocab_file"]   )
        with open(self.vocab_file      ,      "w"      ,      encoding="utf-8"   ) as vocab_writer:
          vocab_writer.write("".join([x + "\n" for x in vocab_tokens]   )   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Union[str, Any]      ,      lowerCAmelCase  :   int   )	-> List[str]:
        a__     		= "UNwant\u00E9d,running"
        a__     		= "unwanted, running"
        return input_text, output_text
  
  
  
  
      def 						__lowerCamelCase (					self  :   List[str]   )	-> Any:
        a__     		= self.tokenizer_class(self.vocab_file   )
  
        a__     		= tokenizer.tokenize("UNwant\u00E9d,running"   )
        self.assertListEqual(a_      ,      ["un", "##want", "##ed", ",", "runn", "##ing"]   )
        self.assertListEqual(tokenizer.convert_tokens_to_ids(a_   )      ,      [9, 6, 7, 12, 10, 11]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Union[str, Any]   )	-> Dict:
        if not self.test_rust_tokenizer:
          return
  
        a__     		= self.get_tokenizer()
        a__     		= self.get_rust_tokenizer()
  
        a__     		= "UNwant\u00E9d,running"
  
        a__     		= tokenizer.tokenize(a_   )
        a__     		= rust_tokenizer.tokenize(a_   )
        self.assertListEqual(a_      ,      a_   )
  
        a__     		= tokenizer.encode(a_      ,      add_special_tokens=a_   )
        a__     		= rust_tokenizer.encode(a_      ,      add_special_tokens=a_   )
        self.assertListEqual(a_      ,      a_   )
  
        a__     		= self.get_rust_tokenizer()
        a__     		= tokenizer.encode(a_   )
        a__     		= rust_tokenizer.encode(a_   )
        self.assertListEqual(a_      ,      a_   )
  
        # With lower casing
        a__     		= self.get_tokenizer(do_lower_case=a_   )
        a__     		= self.get_rust_tokenizer(do_lower_case=a_   )
  
        a__     		= "UNwant\u00E9d,running"
  
        a__     		= tokenizer.tokenize(a_   )
        a__     		= rust_tokenizer.tokenize(a_   )
        self.assertListEqual(a_      ,      a_   )
  
        a__     		= tokenizer.encode(a_      ,      add_special_tokens=a_   )
        a__     		= rust_tokenizer.encode(a_      ,      add_special_tokens=a_   )
        self.assertListEqual(a_      ,      a_   )
  
        a__     		= self.get_rust_tokenizer()
        a__     		= tokenizer.encode(a_   )
        a__     		= rust_tokenizer.encode(a_   )
        self.assertListEqual(a_      ,      a_   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   int   )	-> int:
        a__     		= BasicTokenizer()
  
        self.assertListEqual(tokenizer.tokenize("ah\u535A\u63A8zz"   )      ,      ["ah", "\u535A", "\u63A8", "zz"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Dict   )	-> List[Any]:
        a__     		= BasicTokenizer(do_lower_case=a_   )
  
        self.assertListEqual(
            tokenizer.tokenize(" \tHeLLo!how  \n Are yoU?  "   )      ,      ["hello", "!", "how", "are", "you", "?"]   )
        self.assertListEqual(tokenizer.tokenize("H\u00E9llo"   )      ,      ["hello"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Union[str, Any]   )	-> Optional[int]:
        a__     		= BasicTokenizer(do_lower_case=a_      ,      strip_accents=a_   )
  
        self.assertListEqual(
            tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "   )      ,      ["hällo", "!", "how", "are", "you", "?"]   )
        self.assertListEqual(tokenizer.tokenize("H\u00E9llo"   )      ,      ["h\u00E9llo"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   List[str]   )	-> int:
        a__     		= BasicTokenizer(do_lower_case=a_      ,      strip_accents=a_   )
  
        self.assertListEqual(
            tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "   )      ,      ["hallo", "!", "how", "are", "you", "?"]   )
        self.assertListEqual(tokenizer.tokenize("H\u00E9llo"   )      ,      ["hello"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Any   )	-> Any:
        a__     		= BasicTokenizer(do_lower_case=a_   )
  
        self.assertListEqual(
            tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "   )      ,      ["hallo", "!", "how", "are", "you", "?"]   )
        self.assertListEqual(tokenizer.tokenize("H\u00E9llo"   )      ,      ["hello"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Any   )	-> List[str]:
        a__     		= BasicTokenizer(do_lower_case=a_   )
  
        self.assertListEqual(
            tokenizer.tokenize(" \tHeLLo!how  \n Are yoU?  "   )      ,      ["HeLLo", "!", "how", "Are", "yoU", "?"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   int   )	-> List[str]:
        a__     		= BasicTokenizer(do_lower_case=a_      ,      strip_accents=a_   )
  
        self.assertListEqual(
            tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "   )      ,      ["HäLLo", "!", "how", "Are", "yoU", "?"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   str   )	-> Union[str, Any]:
        a__     		= BasicTokenizer(do_lower_case=a_      ,      strip_accents=a_   )
  
        self.assertListEqual(
            tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "   )      ,      ["HaLLo", "!", "how", "Are", "yoU", "?"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Optional[Any]   )	-> Any:
        a__     		= BasicTokenizer(do_lower_case=a_      ,      never_split=["[UNK]"]   )
  
        self.assertListEqual(
            tokenizer.tokenize(" \tHeLLo!how  \n Are yoU? [UNK]"   )      ,      ["HeLLo", "!", "how", "Are", "yoU", "?", "[UNK]"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Optional[int]   )	-> List[str]:
        a__     		= ["[UNK]", "[CLS]", "[SEP]", "want", "##want", "##ed", "wa", "un", "runn", "##ing"]
  
        a__     		= {}
        for i, token in enumerate(a_   ):
          a__     		= i
        a__     		= WordpieceTokenizer(vocab=a_      ,      unk_token="[UNK]"   )
  
        self.assertListEqual(tokenizer.tokenize(""   )      ,      []   )
  
        self.assertListEqual(tokenizer.tokenize("unwanted running"   )      ,      ["un", "##want", "##ed", "runn", "##ing"]   )
  
        self.assertListEqual(tokenizer.tokenize("unwantedX running"   )      ,      ["[UNK]", "runn", "##ing"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Any   )	-> List[str]:
        self.assertTrue(_is_whitespace(" "   )   )
        self.assertTrue(_is_whitespace("\t"   )   )
        self.assertTrue(_is_whitespace("\r"   )   )
        self.assertTrue(_is_whitespace("\n"   )   )
        self.assertTrue(_is_whitespace("\u00A0"   )   )
  
        self.assertFalse(_is_whitespace("A"   )   )
        self.assertFalse(_is_whitespace("-"   )   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Union[str, Any]   )	-> int:
        self.assertTrue(_is_control("\u0005"   )   )
  
        self.assertFalse(_is_control("A"   )   )
        self.assertFalse(_is_control(" "   )   )
        self.assertFalse(_is_control("\t"   )   )
        self.assertFalse(_is_control("\r"   )   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   Optional[Any]   )	-> Tuple:
        self.assertTrue(_is_punctuation("-"   )   )
        self.assertTrue(_is_punctuation("$"   )   )
        self.assertTrue(_is_punctuation("`"   )   )
        self.assertTrue(_is_punctuation("."   )   )
  
        self.assertFalse(_is_punctuation("A"   )   )
        self.assertFalse(_is_punctuation(" "   )   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   int   )	-> Optional[Any]:
        a__     		= self.get_tokenizer()
        a__     		= self.get_rust_tokenizer()
  
        # Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
        self.assertListEqual([tokenizer.tokenize(a_   ) for t in ["Test", "\xad", "test"]]      ,      [["[UNK]"], [], ["[UNK]"]]   )
  
        self.assertListEqual(
            [rust_tokenizer.tokenize(a_   ) for t in ["Test", "\xad", "test"]]      ,      [["[UNK]"], [], ["[UNK]"]]   )
  
  
  
  
      @slow
      def 						__lowerCamelCase (					self  :   Tuple   )	-> Tuple:
        a__     		= self.tokenizer_class.from_pretrained("google/electra-base-discriminator"   )
  
        a__     		= tokenizer.encode("sequence builders"      ,      add_special_tokens=a_   )
        a__     		= tokenizer.encode("multi-sequence build"      ,      add_special_tokens=a_   )
  
        a__     		= tokenizer.build_inputs_with_special_tokens(a_   )
        a__     		= tokenizer.build_inputs_with_special_tokens(a_      ,      a_   )
  
        assert encoded_sentence == [101] + text + [102]
        assert encoded_pair == [101] + text + [102] + text_a + [102]
  
  
  
  
      def 						__lowerCamelCase (					self  :   Optional[int]   )	-> Optional[Any]:
        for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
          with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"   ):
            a__     		= self.rust_tokenizer_class.from_pretrained(a_      ,      **a_   )
  
            a__     		= f"A, naïve {tokenizer_r.mask_token} AllenNLP sentence."
            a__     		= tokenizer_r.encode_plus(
                a_      ,      return_attention_mask=a_      ,      return_token_type_ids=a_      ,      return_offsets_mapping=a_      ,      add_special_tokens=a_      ,      )
  
            a__     		= tokenizer_r.do_lower_case if hasattr(a_      ,      "do_lower_case"   ) else False
            a__     		= (
                [
                    ((0, 0), tokenizer_r.cls_token),
                    ((0, 1), "A"),
                    ((1, 2), ","),
                    ((3, 5), "na"),
                    ((5, 6), "##ï"),
                    ((6, 8), "##ve"),
                    ((9, 15), tokenizer_r.mask_token),
                    ((16, 21), "Allen"),
                    ((21, 23), "##NL"),
                    ((23, 24), "##P"),
                    ((25, 33), "sentence"),
                    ((33, 34), "."),
                    ((0, 0), tokenizer_r.sep_token),
                ]
                if not do_lower_case
                else [
                    ((0, 0), tokenizer_r.cls_token),
                    ((0, 1), "a"),
                    ((1, 2), ","),
                    ((3, 8), "naive"),
                    ((9, 15), tokenizer_r.mask_token),
                    ((16, 21), "allen"),
                    ((21, 23), "##nl"),
                    ((23, 24), "##p"),
                    ((25, 33), "sentence"),
                    ((33, 34), "."),
                    ((0, 0), tokenizer_r.sep_token),
                ]
            )
  
            self.assertEqual(
                [e[1] for e in expected_results]      ,      tokenizer_r.convert_ids_to_tokens(tokens["input_ids"]   )   )
            self.assertEqual([e[0] for e in expected_results]      ,      tokens["offset_mapping"]   )
  
  
  
  
      def 						__lowerCamelCase (					self  :   List[Any]   )	-> Any:
        a__     		= ["的", "人", "有"]
        a__     		= "".join(a_   )
        for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
          with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"   ):
            a__     		= True
            a__     		= self.tokenizer_class.from_pretrained(a_      ,      **a_   )
            a__     		= self.rust_tokenizer_class.from_pretrained(a_      ,      **a_   )
  
            a__     		= tokenizer_p.encode(a_      ,      add_special_tokens=a_   )
            a__     		= tokenizer_r.encode(a_      ,      add_special_tokens=a_   )
  
            a__     		= tokenizer_r.convert_ids_to_tokens(a_   )
            a__     		= tokenizer_p.convert_ids_to_tokens(a_   )
  
            # it is expected that each Chinese character is not preceded by "##"
            self.assertListEqual(a_      ,      a_   )
            self.assertListEqual(a_      ,      a_   )
  
            a__     		= False
            a__     		= self.rust_tokenizer_class.from_pretrained(a_      ,      **a_   )
            a__     		= self.tokenizer_class.from_pretrained(a_      ,      **a_   )
  
            a__     		= tokenizer_r.encode(a_      ,      add_special_tokens=a_   )
            a__     		= tokenizer_p.encode(a_      ,      add_special_tokens=a_   )
  
            a__     		= tokenizer_r.convert_ids_to_tokens(a_   )
            a__     		= tokenizer_p.convert_ids_to_tokens(a_   )
  
            # it is expected that only the first Chinese character is not preceded by "##".
            a__     		= [
                f"##{token}" if idx != 0 else token for idx, token in enumerate(a_   )
            ]
            self.assertListEqual(a_      ,      a_   )
            self.assertListEqual(a_      ,      a_   )
  
  
style_context: def 				__lowercase	(						lowerCamelCase__ = "mytext.txt" ,				lowerCamelCase__ = False					)				->None:
  
    '''simple docstring'''
  
  
  
  
    import socket
  
    a__     		=     1_23_12  # Reserve a port for your service.
    a__     		=     socket.socket()  # Create a socket object
    a__     		=     socket.gethostname()  # Get local machine name
    sock.bind((host, port)					)  # Bind to the port
    sock.listen(5					)  # Now wait for client connection.
  
    print("Server listening...."					)
  
    while True:
      a__		,a__     		=     sock.accept()  # Establish connection with client.
      print(f"Got connection from {addr}"					)
      a__     		=     conn.recv(10_24					)
      print(f"Server received: {data = }"					)
  
      with open(lowerCamelCase__ ,				"rb"					) as in_file:
        a__     		=     in_file.read(10_24					)
        while data:
          conn.send(lowerCamelCase__					)
          print(f"Sent {data!r}"					)
          a__     		=     in_file.read(10_24					)
  
      print("Done sending"					)
      conn.close()
      if testing:  # Allow the test to complete
        break
  
    sock.shutdown(1					)
    sock.close()
  
  
  if __name__ == "__main__":
       send_file()
  
  