
import os
import pickle
import unittest

from transformers import AutoTokenizer
from transformers.models.bert.tokenization_bert import BertTokenizer
from transformers.models.bert_japanese.tokenization_bert_japanese import (
    VOCAB_FILES_NAMES,
    BertJapaneseTokenizer,
    CharacterTokenizer,
    JumanppTokenizer,
    MecabTokenizer,
    SudachiTokenizer,
    WordpieceTokenizer,
)
from transformers.testing_utils import custom_tokenizers, require_jumanpp, require_sudachi

from ...test_tokenization_common import TokenizerTesterMixin







@custom_tokenizers
class   lowerCamelCase	(						A_							,				unittest.TestCase						):
     UpperCAmelCase__       :							Tuple     =	BertJapaneseTokenizer
     UpperCAmelCase__       :							str     =	False
     UpperCAmelCase__       :							List[Any]     =	True





     def 	UpperCAmelCase(self   :					Tuple     )		->		Union[str, Any]:
         super().setUp()

         snake_case				  =      [
             "[UNK]",
             "[CLS]",
             "[SEP]",
             "こんにちは",
             "こん",
             "にちは",
             "ばんは",
             "##こん",
             "##にちは",
             "##ばんは",
             "世界",
             "##世界",
             "、",
             "##、",
             "。",
             "##。",
         ]

         snake_case				  =      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 	UpperCAmelCase(self   :					List[str]       ,					_A   :					Dict     )		->		List[Any]:
         snake_case				  =      "こんにちは、世界。 \nこんばんは、世界。"
         snake_case				  =      "こんにちは 、 世界 。 こんばんは 、 世界 。"
         return input_text, output_text





     def 	UpperCAmelCase(self   :					int       ,					_A   :					Optional[int]     )		->		Optional[int]:
         snake_case  ,							snake_case				  =      self.get_input_output_texts(_A     )
         snake_case				  =      tokenizer.encode(_A       ,					add_special_tokens=_A     )
         snake_case				  =      tokenizer.decode(_A       ,					clean_up_tokenization_spaces=_A     )
         return text, ids





     def 	UpperCAmelCase(self   :					Dict     )		->		Optional[Any]:
         pass  # TODO add if relevant





     def 	UpperCAmelCase(self   :					Optional[int]     )		->		int:
         pass  # TODO add if relevant





     def 	UpperCAmelCase(self   :					Union[str, Any]     )		->		Any:
         pass  # TODO add if relevant





     def 	UpperCAmelCase(self   :					Any     )		->		List[Any]:
         snake_case				  =      self.tokenizer_class(self.vocab_file     )

         snake_case				  =      tokenizer.tokenize("こんにちは、世界。\nこんばんは、世界。"     )
         self.assertListEqual(_A       ,					["こんにちは", "、", "世界", "。", "こん", "##ばんは", "、", "世界", "。"]     )
         self.assertListEqual(tokenizer.convert_tokens_to_ids(_A     )       ,					[3, 1_2, 1_0, 1_4, 4, 9, 1_2, 1_0, 1_4]     )





     def 	UpperCAmelCase(self   :					List[Any]     )		->		Optional[int]:
         snake_case				  =      self.tokenizer_class(self.vocab_file       ,					word_tokenizer_type="mecab"     )
         self.assertIsNotNone(_A     )

         snake_case				  =      "こんにちは、世界。\nこんばんは、世界。"
         snake_case				  =      tokenizer.tokenize(_A     )
         self.assertListEqual(_A       ,					["こんにちは", "、", "世界", "。", "こん", "##ばんは", "、", "世界", "。"]     )
         self.assertListEqual(tokenizer.convert_tokens_to_ids(_A     )       ,					[3, 1_2, 1_0, 1_4, 4, 9, 1_2, 1_0, 1_4]     )

         snake_case				  =      os.path.join(self.tmpdirname       ,					"tokenizer.bin"     )
         with open(_A       ,					"wb"     ) as handle:
             pickle.dump(_A       ,					_A     )

         with open(_A       ,					"rb"     ) as handle:
             snake_case				  =      pickle.load(_A     )

         snake_case				  =      tokenizer_new.tokenize(_A     )

         self.assertListEqual(_A       ,					_A     )





     def 	UpperCAmelCase(self   :					Optional[Any]     )		->		Optional[int]:
         snake_case				  =      MecabTokenizer(mecab_dic="ipadic"     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["アップルストア", "で", "iPhone", "8", "が", "発売", "さ", "れ", "た", "。"]       ,					)





     def 	UpperCAmelCase(self   :					Tuple     )		->		str:
         try:
             snake_case				  =      MecabTokenizer(mecab_dic="unidic_lite"     )
         except ModuleNotFoundError:
             return

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["アップル", "ストア", "で", "iPhone", "8", "が", "発売", "さ", "れ", "た", "。"]       ,					)





     def 	UpperCAmelCase(self   :					Optional[int]     )		->		Optional[Any]:
         try:
             snake_case				  =      MecabTokenizer(mecab_dic="unidic"     )
         except ModuleNotFoundError:
             return

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["アップル", "ストア", "で", "iPhone", "8", "が", "発売", "さ", "れ", "た", "。"]       ,					)





     def 	UpperCAmelCase(self   :					List[Any]     )		->		Dict:
         snake_case				  =      MecabTokenizer(do_lower_case=_A       ,					mecab_dic="ipadic"     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["アップルストア", "で", "iphone", "8", "が", "発売", "さ", "れ", "た", "。"]       ,					)





     def 	UpperCAmelCase(self   :					Optional[int]     )		->		Optional[Any]:
         try:
             snake_case				  =      MecabTokenizer(
                 do_lower_case=_A       ,					normalize_text=_A       ,					mecab_option="-d /usr/local/lib/mecab/dic/jumandic"     )
         except RuntimeError:
             # if dict doesn't exist in the system, previous code raises this error.
             return

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["ｱｯﾌﾟﾙストア", "で", "iPhone", "８", "が", "発売", "さ", "れた", "\u3000", "。"]       ,					)





     def 	UpperCAmelCase(self   :					Tuple     )		->		Optional[int]:
         snake_case				  =      MecabTokenizer(normalize_text=_A       ,					mecab_dic="ipadic"     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["ｱｯﾌﾟﾙストア", "で", "iPhone", "８", "が", "発売", "さ", "れ", "た", "　", "。"]       ,					)





     @require_sudachi
     def 	UpperCAmelCase(self   :					int     )		->		str:
         snake_case				  =      self.tokenizer_class(self.vocab_file       ,					word_tokenizer_type="sudachi"     )
         self.assertIsNotNone(_A     )

         snake_case				  =      "こんにちは、世界。\nこんばんは、世界。"
         snake_case				  =      tokenizer.tokenize(_A     )
         self.assertListEqual(_A       ,					["こんにちは", "、", "世界", "。", "こん", "##ばんは", "、", "世界", "。"]     )
         self.assertListEqual(tokenizer.convert_tokens_to_ids(_A     )       ,					[3, 1_2, 1_0, 1_4, 4, 9, 1_2, 1_0, 1_4]     )

         snake_case				  =      os.path.join(self.tmpdirname       ,					"tokenizer.bin"     )
         with open(_A       ,					"wb"     ) as handle:
             pickle.dump(_A       ,					_A     )

         with open(_A       ,					"rb"     ) as handle:
             snake_case				  =      pickle.load(_A     )

         snake_case				  =      tokenizer_new.tokenize(_A     )

         self.assertListEqual(_A       ,					_A     )





     @require_sudachi
     def 	UpperCAmelCase(self   :					str     )		->		Any:
         snake_case				  =      SudachiTokenizer(sudachi_dict_type="core"     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					[" ", "\t", "アップル", "ストア", "で", "iPhone", "8", " ", "が", " ", " ", "\n ", "発売", "さ", "れ", "た", " ", "。", " ", " "]       ,					)





     @require_sudachi
     def 	UpperCAmelCase(self   :					Union[str, Any]     )		->		Dict:
         snake_case				  =      SudachiTokenizer(sudachi_dict_type="core"       ,					sudachi_split_mode="A"     )

         self.assertListEqual(tokenizer.tokenize("外国人参政権"     )       ,					["外国", "人", "参政", "権"]     )





     @require_sudachi
     def 	UpperCAmelCase(self   :					Tuple     )		->		List[str]:
         snake_case				  =      SudachiTokenizer(sudachi_dict_type="core"       ,					sudachi_split_mode="B"     )

         self.assertListEqual(tokenizer.tokenize("外国人参政権"     )       ,					["外国人", "参政権"]     )





     @require_sudachi
     def 	UpperCAmelCase(self   :					Optional[Any]     )		->		Any:
         snake_case				  =      SudachiTokenizer(sudachi_dict_type="core"       ,					sudachi_split_mode="C"     )

         self.assertListEqual(tokenizer.tokenize("外国人参政権"     )       ,					["外国人参政権"]     )





     @require_sudachi
     def 	UpperCAmelCase(self   :					Tuple     )		->		int:
         snake_case				  =      SudachiTokenizer(do_lower_case=_A       ,					sudachi_dict_type="core"     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					[" ", "\t", "アップル", "ストア", "で", "iphone", "8", " ", "が", " ", " ", "\n ", "発売", "さ", "れ", "た", " ", "。", " ", " "]       ,					)





     @require_sudachi
     def 	UpperCAmelCase(self   :					List[str]     )		->		Dict:
         snake_case				  =      SudachiTokenizer(normalize_text=_A       ,					sudachi_dict_type="core"     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					[" ", "\t", "ｱｯﾌﾟﾙ", "ストア", "で", "iPhone", "８", " ", "が", " ", " ", "\n ", "発売", "さ", "れ", "た", "\u3000", "。", " ", " "]       ,					)





     @require_sudachi
     def 	UpperCAmelCase(self   :					Any     )		->		List[Any]:
         snake_case				  =      SudachiTokenizer(trim_whitespace=_A       ,					sudachi_dict_type="core"     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["アップル", "ストア", "で", "iPhone", "8", "が", "発売", "さ", "れ", "た", "。"]       ,					)





     @require_jumanpp
     def 	UpperCAmelCase(self   :					Any     )		->		List[Any]:
         snake_case				  =      self.tokenizer_class(self.vocab_file       ,					word_tokenizer_type="jumanpp"     )
         self.assertIsNotNone(_A     )

         snake_case				  =      "こんにちは、世界。\nこんばんは、世界。"
         snake_case				  =      tokenizer.tokenize(_A     )
         self.assertListEqual(_A       ,					["こんにちは", "、", "世界", "。", "こん", "##ばんは", "、", "世界", "。"]     )
         self.assertListEqual(tokenizer.convert_tokens_to_ids(_A     )       ,					[3, 1_2, 1_0, 1_4, 4, 9, 1_2, 1_0, 1_4]     )

         snake_case				  =      os.path.join(self.tmpdirname       ,					"tokenizer.bin"     )
         with open(_A       ,					"wb"     ) as handle:
             pickle.dump(_A       ,					_A     )

         with open(_A       ,					"rb"     ) as handle:
             snake_case				  =      pickle.load(_A     )

         snake_case				  =      tokenizer_new.tokenize(_A     )

         self.assertListEqual(_A       ,					_A     )





     @require_jumanpp
     def 	UpperCAmelCase(self   :					Union[str, Any]     )		->		int:
         snake_case				  =      JumanppTokenizer()

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["アップル", "ストア", "で", "iPhone", "8", "\u3000", "が", "\u3000", "\u3000", "\u3000", "発売", "さ", "れた", "\u3000", "。"]       ,					)





     @require_jumanpp
     def 	UpperCAmelCase(self   :					Dict     )		->		Dict:
         snake_case				  =      JumanppTokenizer(do_lower_case=_A     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["アップル", "ストア", "で", "iphone", "8", "\u3000", "が", "\u3000", "\u3000", "\u3000", "発売", "さ", "れた", "\u3000", "。"]       ,					)





     @require_jumanpp
     def 	UpperCAmelCase(self   :					Optional[int]     )		->		List[Any]:
         snake_case				  =      JumanppTokenizer(normalize_text=_A     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["ｱ", "ｯ", "ﾌ", "ﾟ", "ﾙ", "ストア", "で", "iPhone", "８", "\u3000", "が", "\u3000", "\u3000", "\u3000", "発売", "さ", "れた", "\u3000", "。"]       ,					)





     @require_jumanpp
     def 	UpperCAmelCase(self   :					Tuple     )		->		Optional[Any]:
         snake_case				  =      JumanppTokenizer(trim_whitespace=_A     )

         self.assertListEqual(
             tokenizer.tokenize(" \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  "     )       ,					["アップル", "ストア", "で", "iPhone", "8", "が", "発売", "さ", "れた", "。"]       ,					)





     @require_jumanpp
     def 	UpperCAmelCase(self   :					List[Any]     )		->		Optional[int]:
         snake_case				  =      JumanppTokenizer()

         self.assertListEqual(
             tokenizer.tokenize("ありがとうございますm(_ _)ｍ見つけるのが大変です。"     )       ,					["ありがとう", "ございます", "m(_ _)m", "見つける", "の", "が", "大変です", "。"]       ,					)





     def 	UpperCAmelCase(self   :					Optional[int]     )		->		Union[str, Any]:
         snake_case				  =      ["[UNK]", "[CLS]", "[SEP]", "こんにちは", "こん", "にちは", "ばんは", "##こん", "##にちは", "##ばんは"]

         snake_case				  =      {}
         for i, token in enumerate(_A     ):
             snake_case				  =      i
         snake_case				  =      WordpieceTokenizer(vocab=_A       ,					unk_token="[UNK]"     )

         self.assertListEqual(tokenizer.tokenize(""     )       ,					[]     )

         self.assertListEqual(tokenizer.tokenize("こんにちは"     )       ,					["こんにちは"]     )

         self.assertListEqual(tokenizer.tokenize("こんばんは"     )       ,					["こん", "##ばんは"]     )

         self.assertListEqual(tokenizer.tokenize("こんばんは こんばんにちは こんにちは"     )       ,					["こん", "##ばんは", "[UNK]", "こんにちは"]     )





     def 	UpperCAmelCase(self   :					Tuple     )		->		Any:
         snake_case				  =      BertJapaneseTokenizer.from_pretrained("nlp-waseda/roberta-base-japanese-with-auto-jumanpp"     )
         snake_case				  =      tokenizer.subword_tokenizer

         snake_case				  =      subword_tokenizer.tokenize("国境 の 長い トンネル を 抜ける と 雪国 であった 。"     )
         self.assertListEqual(_A       ,					["▁国境", "▁の", "▁長い", "▁トンネル", "▁を", "▁抜ける", "▁と", "▁雪", "国", "▁であった", "▁。"]     )

         snake_case				  =      subword_tokenizer.tokenize("こんばんは こんばん にち は こんにちは"     )
         self.assertListEqual(_A       ,					["▁こん", "ばん", "は", "▁こん", "ばん", "▁に", "ち", "▁は", "▁こんにちは"]     )





     def 	UpperCAmelCase(self   :					Optional[int]     )		->		Optional[int]:
         snake_case				  =      self.tokenizer_class.from_pretrained("cl-tohoku/bert-base-japanese"     )

         snake_case				  =      tokenizer.encode("ありがとう。"       ,					add_special_tokens=_A     )
         snake_case				  =      tokenizer.encode("どういたしまして。"       ,					add_special_tokens=_A     )

         snake_case				  =      tokenizer.build_inputs_with_special_tokens(_A     )
         snake_case				  =      tokenizer.build_inputs_with_special_tokens(_A       ,					_A     )

         # 2 is for "[CLS]", 3 is for "[SEP]"
         assert encoded_sentence == [2] + text + [3]
         assert encoded_pair == [2] + text + [3] + text_a + [3]







@custom_tokenizers
class   lowerCamelCase	(						A_							,				unittest.TestCase						):
     UpperCAmelCase__       :							Union[str, Any]     =	BertJapaneseTokenizer
     UpperCAmelCase__       :							str     =	False





     def 	UpperCAmelCase(self   :					List[str]     )		->		Dict:
         super().setUp()

         snake_case				  =      ["[UNK]", "[CLS]", "[SEP]", "こ", "ん", "に", "ち", "は", "ば", "世", "界", "、", "。"]

         snake_case				  =      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 	UpperCAmelCase(self   :					List[str]       ,					**_A   :					Optional[int]     )		->		Optional[int]:
         return BertJapaneseTokenizer.from_pretrained(self.tmpdirname       ,					subword_tokenizer_type="character"       ,					**_A     )





     def 	UpperCAmelCase(self   :					Any       ,					_A   :					int     )		->		int:
         snake_case				  =      "こんにちは、世界。 \nこんばんは、世界。"
         snake_case				  =      "こ ん に ち は 、 世 界 。 こ ん ば ん は 、 世 界 。"
         return input_text, output_text





     def 	UpperCAmelCase(self   :					Dict     )		->		Any:
         pass  # TODO add if relevant





     def 	UpperCAmelCase(self   :					Optional[Any]     )		->		Any:
         pass  # TODO add if relevant





     def 	UpperCAmelCase(self   :					str     )		->		int:
         pass  # TODO add if relevant





     def 	UpperCAmelCase(self   :					List[Any]     )		->		Tuple:
         snake_case				  =      self.tokenizer_class(self.vocab_file       ,					subword_tokenizer_type="character"     )

         snake_case				  =      tokenizer.tokenize("こんにちは、世界。 \nこんばんは、世界。"     )
         self.assertListEqual(
             _A       ,					["こ", "ん", "に", "ち", "は", "、", "世", "界", "。", "こ", "ん", "ば", "ん", "は", "、", "世", "界", "。"]     )
         self.assertListEqual(
             tokenizer.convert_tokens_to_ids(_A     )       ,					[3, 4, 5, 6, 7, 1_1, 9, 1_0, 1_2, 3, 4, 8, 4, 7, 1_1, 9, 1_0, 1_2]     )





     def 	UpperCAmelCase(self   :					str     )		->		Optional[Any]:
         snake_case				  =      ["[UNK]", "[CLS]", "[SEP]", "こ", "ん", "に", "ち", "は", "ば", "世", "界", "、", "。"]

         snake_case				  =      {}
         for i, token in enumerate(_A     ):
             snake_case				  =      i
         snake_case				  =      CharacterTokenizer(vocab=_A       ,					unk_token="[UNK]"     )

         self.assertListEqual(tokenizer.tokenize(""     )       ,					[]     )

         self.assertListEqual(tokenizer.tokenize("こんにちは"     )       ,					["こ", "ん", "に", "ち", "は"]     )

         self.assertListEqual(tokenizer.tokenize("こんにちほ"     )       ,					["こ", "ん", "に", "ち", "[UNK]"]     )





     def 	UpperCAmelCase(self   :					Dict     )		->		Any:
         snake_case				  =      self.tokenizer_class.from_pretrained("cl-tohoku/bert-base-japanese-char"     )

         snake_case				  =      tokenizer.encode("ありがとう。"       ,					add_special_tokens=_A     )
         snake_case				  =      tokenizer.encode("どういたしまして。"       ,					add_special_tokens=_A     )

         snake_case				  =      tokenizer.build_inputs_with_special_tokens(_A     )
         snake_case				  =      tokenizer.build_inputs_with_special_tokens(_A       ,					_A     )

         # 2 is for "[CLS]", 3 is for "[SEP]"
         assert encoded_sentence == [2] + text + [3]
         assert encoded_pair == [2] + text + [3] + text_a + [3]







@custom_tokenizers
class   lowerCamelCase	(						unittest.TestCase						):





     def 	UpperCAmelCase(self   :					Optional[int]     )		->		List[Any]:
         snake_case				  =      "cl-tohoku/bert-base-japanese"
         snake_case				  =      AutoTokenizer.from_pretrained(_A     )
         self.assertIsInstance(_A       ,					_A     )







class   lowerCamelCase	(						unittest.TestCase						):





     def 	UpperCAmelCase(self   :					Tuple     )		->		Optional[int]:
         snake_case				  =      "cl-tohoku/bert-base-japanese"
         with self.assertLogs("transformers"       ,					level="WARNING"     ) as cm:
             BertTokenizer.from_pretrained(_A     )
             self.assertTrue(
                 cm.records[0].message.startswith(
                     "The tokenizer class you load from this checkpoint is not the same type as the class this function"
                     " is called from."     )     )
         snake_case				  =      "bert-base-cased"
         with self.assertLogs("transformers"       ,					level="WARNING"     ) as cm:
             BertJapaneseTokenizer.from_pretrained(_A     )
             self.assertTrue(
                 cm.records[0].message.startswith(
                     "The tokenizer class you load from this checkpoint is not the same type as the class this function"
                     " is called from."     )     )



_A						      =				0  # The first color of the flag.
_A						      =				1  # The second color of the flag.
_A						      =				2  # The third color of the flag.
_A						      =				(red, white, blue)



def 		lowercase_    (     A__	)							->							list:
    """simple docstring"""

    if not sequence:
        return []
    if len(A__	) == 1:
        return list(A__	)
    snake_case				  =      0
    snake_case				  =      len(A__	) - 1
    snake_case				  =      0
    while mid <= high:
        if sequence[mid] == colors[0]:
            snake_case  ,							snake_case				  =      sequence[mid], sequence[low]
            low += 1
            mid += 1
        elif sequence[mid] == colors[1]:
            mid += 1
        elif sequence[mid] == colors[2]:
            snake_case  ,							snake_case				  =      sequence[high], sequence[mid]
            high -= 1
        else:
            snake_case				  =      F'The elements inside the sequence must contains only {colors} values'
            raise ValueError(A__	)
    return sequence


if __name__ == "__main__":
   import doctest

   doctest.testmod()

   _A						      =				input("Enter numbers separated by commas:\n").strip()
   _A						      =				[int(item.strip()) for item in user_input.split(",")]
   print(f"{dutch_national_flag_sort(unsorted)}")

