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        lowercase_   (					__snake_case						,			unittest.TestCase		):
							_lowerCamelCase						=		BertJapaneseTokenizer
							_lowerCamelCase						=		False
							_lowerCamelCase						=		True



							def 	UpperCamelCase	(						self    ):
													super().setUp()

													_snake_case						:					Optional[int]    =   [
													    "[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						:					Tuple    =   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				,    lowercase_    ):
													_snake_case						:					str    =   "こんにちは、世界。 \nこんばんは、世界。"
													_snake_case						:					Dict    =   "こんにちは 、 世界 。 こんばんは 、 世界 。"
													return input_text, output_text



							def 	UpperCamelCase	(						self				,    lowercase_    ):
													_snake_case    ,_snake_case						:					int    =   self.get_input_output_texts(lowercase_    )
													_snake_case						:					List[str]    =   tokenizer.encode(lowercase_				,    add_special_tokens=lowercase_    )
													_snake_case						:					int    =   tokenizer.decode(lowercase_				,    clean_up_tokenization_spaces=lowercase_    )
													return text, ids



							def 	UpperCamelCase	(						self    ):
													pass  # TODO add if relevant



							def 	UpperCamelCase	(						self    ):
													pass  # TODO add if relevant



							def 	UpperCamelCase	(						self    ):
													pass  # TODO add if relevant



							def 	UpperCamelCase	(						self    ):
													_snake_case						:					Tuple    =   self.tokenizer_class(self.vocab_file    )

													_snake_case						:					Any    =   tokenizer.tokenize("こんにちは、世界。\nこんばんは、世界。"    )
													self.assertListEqual(lowercase_				,    ["こんにちは", "、", "世界", "。", "こん", "##ばんは", "、", "世界", "。"]    )
													self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase_    )				,    [3, 12, 10, 14, 4, 9, 12, 10, 14]    )



							def 	UpperCamelCase	(						self    ):
													_snake_case						:					Union[str, Any]    =   self.tokenizer_class(self.vocab_file				,    word_tokenizer_type="mecab"    )
													self.assertIsNotNone(lowercase_    )

													_snake_case						:					int    =   "こんにちは、世界。\nこんばんは、世界。"
													_snake_case						:					Optional[int]    =   tokenizer.tokenize(lowercase_    )
													self.assertListEqual(lowercase_				,    ["こんにちは", "、", "世界", "。", "こん", "##ばんは", "、", "世界", "。"]    )
													self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase_    )				,    [3, 12, 10, 14, 4, 9, 12, 10, 14]    )

													_snake_case						:					Union[str, Any]    =   os.path.join(self.tmpdirname				,    "tokenizer.bin"    )
													with open(lowercase_				,    "wb"    ) as handle:
																			pickle.dump(lowercase_				,    lowercase_    )

													with open(lowercase_				,    "rb"    ) as handle:
																			_snake_case						:					Tuple    =   pickle.load(lowercase_    )

													_snake_case						:					Dict    =   tokenizer_new.tokenize(lowercase_    )

													self.assertListEqual(lowercase_				,    lowercase_    )



							def 	UpperCamelCase	(						self    ):
													_snake_case						:					Optional[int]    =   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    ):
													try:
																			_snake_case						:					Any    =   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    ):
													try:
																			_snake_case						:					List[Any]    =   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    ):
													_snake_case						:					Optional[Any]    =   MecabTokenizer(do_lower_case=lowercase_				,    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    ):
													try:
																			_snake_case						:					List[str]    =   MecabTokenizer(
																			    do_lower_case=lowercase_				,    normalize_text=lowercase_				,    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    ):
													_snake_case						:					Union[str, Any]    =   MecabTokenizer(normalize_text=lowercase_				,    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    ):
													_snake_case						:					Dict    =   self.tokenizer_class(self.vocab_file				,    word_tokenizer_type="sudachi"    )
													self.assertIsNotNone(lowercase_    )

													_snake_case						:					int    =   "こんにちは、世界。\nこんばんは、世界。"
													_snake_case						:					Any    =   tokenizer.tokenize(lowercase_    )
													self.assertListEqual(lowercase_				,    ["こんにちは", "、", "世界", "。", "こん", "##ばんは", "、", "世界", "。"]    )
													self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase_    )				,    [3, 12, 10, 14, 4, 9, 12, 10, 14]    )

													_snake_case						:					Union[str, Any]    =   os.path.join(self.tmpdirname				,    "tokenizer.bin"    )
													with open(lowercase_				,    "wb"    ) as handle:
																			pickle.dump(lowercase_				,    lowercase_    )

													with open(lowercase_				,    "rb"    ) as handle:
																			_snake_case						:					List[Any]    =   pickle.load(lowercase_    )

													_snake_case						:					Union[str, Any]    =   tokenizer_new.tokenize(lowercase_    )

													self.assertListEqual(lowercase_				,    lowercase_    )



							@require_sudachi
							def 	UpperCamelCase	(						self    ):
													_snake_case						:					Any    =   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    ):
													_snake_case						:					Dict    =   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    ):
													_snake_case						:					List[Any]    =   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    ):
													_snake_case						:					Union[str, Any]    =   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    ):
													_snake_case						:					Any    =   SudachiTokenizer(do_lower_case=lowercase_				,    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    ):
													_snake_case						:					Optional[int]    =   SudachiTokenizer(normalize_text=lowercase_				,    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    ):
													_snake_case						:					int    =   SudachiTokenizer(trim_whitespace=lowercase_				,    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    ):
													_snake_case						:					List[Any]    =   self.tokenizer_class(self.vocab_file				,    word_tokenizer_type="jumanpp"    )
													self.assertIsNotNone(lowercase_    )

													_snake_case						:					List[str]    =   "こんにちは、世界。\nこんばんは、世界。"
													_snake_case						:					Optional[int]    =   tokenizer.tokenize(lowercase_    )
													self.assertListEqual(lowercase_				,    ["こんにちは", "、", "世界", "。", "こん", "##ばんは", "、", "世界", "。"]    )
													self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase_    )				,    [3, 12, 10, 14, 4, 9, 12, 10, 14]    )

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

													with open(lowercase_				,    "rb"    ) as handle:
																			_snake_case						:					List[str]    =   pickle.load(lowercase_    )

													_snake_case						:					Tuple    =   tokenizer_new.tokenize(lowercase_    )

													self.assertListEqual(lowercase_				,    lowercase_    )



							@require_jumanpp
							def 	UpperCamelCase	(						self    ):
													_snake_case						:					List[Any]    =   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    ):
													_snake_case						:					str    =   JumanppTokenizer(do_lower_case=lowercase_    )

													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    ):
													_snake_case						:					List[str]    =   JumanppTokenizer(normalize_text=lowercase_    )

													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    ):
													_snake_case						:					Any    =   JumanppTokenizer(trim_whitespace=lowercase_    )

													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    ):
													_snake_case						:					Any    =   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    ):
													_snake_case						:					Optional[int]    =   ["[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						:					int    =   {}
													for i, token in enumerate(lowercase_    ):
																			_snake_case						:					List[Any]    =   i
													_snake_case						:					List[Any]    =   WordpieceTokenizer(vocab=lowercase_				,    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    ):
													_snake_case						:					Optional[int]    =   BertJapaneseTokenizer.from_pretrained("nlp-waseda/roberta-base-japanese-with-auto-jumanpp"    )
													_snake_case						:					List[Any]    =   tokenizer.subword_tokenizer

													_snake_case						:					Optional[Any]    =   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(lowercase_				,    ["▁国境", "▁の", "▁長い", "▁トンネル", "▁を", "▁抜ける", "▁と", "▁雪", "国", "▁であった", "▁。"]    )

													_snake_case						:					Tuple    =   subword_tokenizer.tokenize("こんばんは こんばん にち は こんにちは"    )
													self.assertListEqual(lowercase_				,    ["▁こん", "ばん", "は", "▁こん", "ばん", "▁に", "ち", "▁は", "▁こんにちは"]    )



							def 	UpperCamelCase	(						self    ):
													_snake_case						:					Optional[Any]    =   self.tokenizer_class.from_pretrained("cl-tohoku/bert-base-japanese"    )

													_snake_case						:					Optional[int]    =   tokenizer.encode("ありがとう。"				,    add_special_tokens=lowercase_    )
													_snake_case						:					List[Any]    =   tokenizer.encode("どういたしまして。"				,    add_special_tokens=lowercase_    )

													_snake_case						:					List[str]    =   tokenizer.build_inputs_with_special_tokens(lowercase_    )
													_snake_case						:					int    =   tokenizer.build_inputs_with_special_tokens(lowercase_				,    lowercase_    )

													# 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        lowercase_   (					__snake_case						,			unittest.TestCase		):
							_lowerCamelCase						=		BertJapaneseTokenizer
							_lowerCamelCase						=		False



							def 	UpperCamelCase	(						self    ):
													super().setUp()

													_snake_case						:					Optional[Any]    =   ["[UNK]", "[CLS]", "[SEP]", "こ", "ん", "に", "ち", "は", "ば", "世", "界", "、", "。"]

													_snake_case						:					List[str]    =   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				,    **lowercase_    ):
													return BertJapaneseTokenizer.from_pretrained(self.tmpdirname				,    subword_tokenizer_type="character"				,    **lowercase_    )



							def 	UpperCamelCase	(						self				,    lowercase_    ):
													_snake_case						:					List[Any]    =   "こんにちは、世界。 \nこんばんは、世界。"
													_snake_case						:					Optional[int]    =   "こ ん に ち は 、 世 界 。 こ ん ば ん は 、 世 界 。"
													return input_text, output_text



							def 	UpperCamelCase	(						self    ):
													pass  # TODO add if relevant



							def 	UpperCamelCase	(						self    ):
													pass  # TODO add if relevant



							def 	UpperCamelCase	(						self    ):
													pass  # TODO add if relevant



							def 	UpperCamelCase	(						self    ):
													_snake_case						:					List[str]    =   self.tokenizer_class(self.vocab_file				,    subword_tokenizer_type="character"    )

													_snake_case						:					int    =   tokenizer.tokenize("こんにちは、世界。 \nこんばんは、世界。"    )
													self.assertListEqual(
													    lowercase_				,    ["こ", "ん", "に", "ち", "は", "、", "世", "界", "。", "こ", "ん", "ば", "ん", "は", "、", "世", "界", "。"]    )
													self.assertListEqual(
													    tokenizer.convert_tokens_to_ids(lowercase_    )				,    [3, 4, 5, 6, 7, 11, 9, 10, 12, 3, 4, 8, 4, 7, 11, 9, 10, 12]    )



							def 	UpperCamelCase	(						self    ):
													_snake_case						:					List[str]    =   ["[UNK]", "[CLS]", "[SEP]", "こ", "ん", "に", "ち", "は", "ば", "世", "界", "、", "。"]

													_snake_case						:					int    =   {}
													for i, token in enumerate(lowercase_    ):
																			_snake_case						:					Any    =   i
													_snake_case						:					Optional[int]    =   CharacterTokenizer(vocab=lowercase_				,    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    ):
													_snake_case						:					int    =   self.tokenizer_class.from_pretrained("cl-tohoku/bert-base-japanese-char"    )

													_snake_case						:					Any    =   tokenizer.encode("ありがとう。"				,    add_special_tokens=lowercase_    )
													_snake_case						:					Any    =   tokenizer.encode("どういたしまして。"				,    add_special_tokens=lowercase_    )

													_snake_case						:					List[str]    =   tokenizer.build_inputs_with_special_tokens(lowercase_    )
													_snake_case						:					Optional[Any]    =   tokenizer.build_inputs_with_special_tokens(lowercase_				,    lowercase_    )

													# 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        lowercase_   (					unittest.TestCase		):



							def 	UpperCamelCase	(						self    ):
													_snake_case						:					Dict    =   "cl-tohoku/bert-base-japanese"
													_snake_case						:					int    =   AutoTokenizer.from_pretrained(lowercase_    )
													self.assertIsInstance(lowercase_				,    lowercase_    )




class        lowercase_   (					unittest.TestCase		):



							def 	UpperCamelCase	(						self    ):
													_snake_case						:					str    =   "cl-tohoku/bert-base-japanese"
													with self.assertLogs("transformers"				,    level="WARNING"    ) as cm:
																			BertTokenizer.from_pretrained(lowercase_    )
																			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						:					Dict    =   "bert-base-cased"
													with self.assertLogs("transformers"				,    level="WARNING"    ) as cm:
																			BertJapaneseTokenizer.from_pretrained(lowercase_    )
																			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."    )    )
def  snake_case						(__lowercase ,      __lowercase						)	->	str:

						'''simple docstring'''



						_snake_case						:					Tuple    =   ""
						for word_or_phrase in separated:
												if not isinstance(__lowercase ,      __lowercase						):
																		raise Exception("join() accepts only strings to be joined"						)
												joined += word_or_phrase + separator
						return joined.strip(__lowercase						)


if __name__ == "__main__":
				from doctest import testmod

				testmod()