
"""simple docstring"""





import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ....tokenization_utils_fast import PreTrainedTokenizerFast
from ....utils import logging
from .tokenization_retribert import RetriBertTokenizer


UpperCamelCase_					:						str				= logging.get_logger(__name__)

UpperCamelCase_					:						str				= {"""vocab_file""": """vocab.txt""", """tokenizer_file""": """tokenizer.json"""}

UpperCamelCase_					:						Dict				= {
    """vocab_file""": {
        """yjernite/retribert-base-uncased""": (
            """https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/vocab.txt"""
        ),
    },
    """tokenizer_file""": {
        """yjernite/retribert-base-uncased""": (
            """https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/tokenizer.json"""
        ),
    },
}

UpperCamelCase_					:						Any				= {
    """yjernite/retribert-base-uncased""": 512,
}


UpperCamelCase_					:						Optional[int]				= {
    """yjernite/retribert-base-uncased""": {"""do_lower_case""": True},
}



class __lowerCAmelCase				(					__UpperCAmelCase      ):




   """simple docstring"""







   snake_case	      =				VOCAB_FILES_NAMES
   snake_case	      =				PRETRAINED_VOCAB_FILES_MAP
   snake_case	      =				PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
   snake_case	      =				PRETRAINED_INIT_CONFIGURATION
   snake_case	      =				RetriBertTokenizer
   snake_case	      =				["input_ids", "attention_mask"]




   def __init__(				self						:					List[Any]       ,   _snake_case						:					Any=None       ,   _snake_case						:					List[Any]=None       ,   _snake_case						:					int=True       ,   _snake_case						:					List[str]="[UNK]"       ,   _snake_case						:					Dict="[SEP]"       ,   _snake_case						:					Optional[int]="[PAD]"       ,   _snake_case						:					List[Any]="[CLS]"       ,   _snake_case						:					List[str]="[MASK]"       ,   _snake_case						:					Dict=True       ,   _snake_case						:					Optional[int]=None       ,   **_snake_case						:					Tuple       ,   )      -> Optional[int]:







        """simple docstring"""
        super().__init__(
            _snake_case       ,   tokenizer_file=_snake_case       ,   do_lower_case=_snake_case       ,   unk_token=_snake_case       ,   sep_token=_snake_case       ,   pad_token=_snake_case       ,   cls_token=_snake_case       ,   mask_token=_snake_case       ,   tokenize_chinese_chars=_snake_case       ,   strip_accents=_snake_case       ,   **_snake_case       ,   )

        A_				 =						json.loads(self.backend_tokenizer.normalizer.__getstate__()	)
        if (
            normalizer_state.get("lowercase"       ,   _snake_case	) != do_lower_case
            or normalizer_state.get("strip_accents"       ,   _snake_case	) != strip_accents
            or normalizer_state.get("handle_chinese_chars"       ,   _snake_case	) != tokenize_chinese_chars
        ):
             A_				 =						getattr(_snake_case       ,   normalizer_state.pop("type"	)	)
             A_				 =						do_lower_case
             A_				 =						strip_accents
             A_				 =						tokenize_chinese_chars
             A_				 =						normalizer_class(**_snake_case	)

        A_				 =						do_lower_case




   def      lowerCamelCase__     (				self						:					Any       ,   _snake_case						:					str       ,   _snake_case						:					Tuple=None	)      -> Dict:







        """simple docstring"""
        A_				 =						[self.cls_token_id] + token_ids_a + [self.sep_token_id]

        if token_ids_a:
             output += token_ids_a + [self.sep_token_id]

        return output




   def      lowerCamelCase__     (				self						:					Any       ,   _snake_case						:					int       ,   _snake_case						:					Optional[Any] = None	)      -> str:







        """simple docstring"""
        A_				 =						[self.sep_token_id]
        A_				 =						[self.cls_token_id]
        if token_ids_a is None:
             return len(cls + token_ids_a + sep	) * [0]
        return len(cls + token_ids_a + sep	) * [0] + len(token_ids_a + sep	) * [1]






   def      lowerCamelCase__     (				self						:					List[str]       ,   _snake_case						:					Optional[Any]       ,   _snake_case						:					Dict = None	)      -> Optional[int]:







        """simple docstring"""
        A_				 =						self._tokenizer.model.save(_snake_case       ,   name=_snake_case	)
        return tuple(_snake_case	)






"""simple docstring"""





import os
import unittest

from transformers.models.transfo_xl.tokenization_transfo_xl import VOCAB_FILES_NAMES, TransfoXLTokenizer

from ...test_tokenization_common import TokenizerTesterMixin



class __lowerCAmelCase				(					_lowercase     ,				unittest.TestCase      ):




			"""simple docstring"""







			snake_case	      =				TransfoXLTokenizer
			snake_case	      =				False
			snake_case	      =				False




			def      lowerCamelCase__     (				self						:					Optional[int]	)      -> Optional[int]:







								"""simple docstring"""
								super().setUp()

								A_				 =						[
								    "<unk>",
								    "[CLS]",
								    "[SEP]",
								    "want",
								    "unwanted",
								    "wa",
								    "un",
								    "running",
								    ",",
								    "low",
								    "l",
								]
								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						:					str       ,   **_snake_case						:					Any	)      -> Optional[Any]:







								"""simple docstring"""
								A_				 =						True
								return TransfoXLTokenizer.from_pretrained(self.tmpdirname       ,   **_snake_case	)




			def      lowerCamelCase__     (				self						:					int       ,   _snake_case						:					Optional[Any]	)      -> Any:







								"""simple docstring"""
								A_				 =						"<unk> UNwanted , running"
								A_				 =						"<unk> unwanted, running"
								return input_text, output_text




			def      lowerCamelCase__     (				self						:					Dict	)      -> int:







								"""simple docstring"""
								A_				 =						TransfoXLTokenizer(vocab_file=self.vocab_file       ,   lower_case=_snake_case	)

								A_				 =						tokenizer.tokenize("<unk> UNwanted , running"	)
								self.assertListEqual(_snake_case       ,   ["<unk>", "unwanted", ",", "running"]	)

								self.assertListEqual(tokenizer.convert_tokens_to_ids(_snake_case	)       ,   [0, 4, 8, 7]	)




			def      lowerCamelCase__     (				self						:					List[str]	)      -> int:







								"""simple docstring"""
								A_				 =						TransfoXLTokenizer(lower_case=_snake_case	)

								self.assertListEqual(
								    tokenizer.tokenize(" \tHeLLo ! how  \n Are yoU ?  "	)       ,   ["hello", "!", "how", "are", "you", "?"]	)




			def      lowerCamelCase__     (				self						:					Union[str, Any]	)      -> str:







								"""simple docstring"""
								A_				 =						TransfoXLTokenizer(lower_case=_snake_case	)

								self.assertListEqual(
								    tokenizer.tokenize(" \tHeLLo ! how  \n Are yoU ?  "	)       ,   ["HeLLo", "!", "how", "Are", "yoU", "?"]	)




			def      lowerCamelCase__     (				self						:					Dict	)      -> Tuple:







								"""simple docstring"""
								A_				 =						TransfoXLTokenizer(lower_case=_snake_case	)
								A_				 =						"Hello (bracket) and side-scrolled [and] Henry's $5,000 with 3.34 m. What's up!?"
								A_				 =						[
								    "Hello",
								    "(",
								    "bracket",
								    ")",
								    "and",
								    "side",
								    "@-@",
								    "scrolled",
								    "[",
								    "and",
								    "]",
								    "Henry",
								    "'s",
								    "$",
								    "5",
								    "@,@",
								    "000",
								    "with",
								    "3",
								    "@.@",
								    "34",
								    "m",
								    ".",
								    "What",
								    "'s",
								    "up",
								    "!",
								    "?",
								]

								self.assertListEqual(tokenizer.tokenize(_snake_case	)       ,   _snake_case	)

								self.assertEqual(tokenizer.convert_tokens_to_string(_snake_case	)       ,   _snake_case	)






			def      lowerCamelCase__     (				self						:					List[Any]	)      -> Optional[Any]:







								"""simple docstring"""
								A_				 =						self.get_tokenizer()
								A_				 =						len(_snake_case	)

								tokenizer.add_tokens(["new1", "new2"]	)
								tokenizer.move_added_token("new1"       ,   1	)

								# Check that moved token is not copied (duplicate)
								self.assertEqual(len(_snake_case	)       ,   original_len + 2	)
								# Check that token is moved to specified id
								self.assertEqual(tokenizer.encode("new1"	)       ,   [1]	)
								self.assertEqual(tokenizer.decode([1]	)       ,   "new1"	)




