



'''simple docstring'''

import os
from shutil import copyfile
from typing import List, Optional, Tuple

import sentencepiece as spm

from ...tokenization_utils import PreTrainedTokenizer
from ...utils import logging


snake_case_			=     logging.get_logger(__name__)

snake_case_			=     {"""vocab_file""": """sentencepiece.model"""}

snake_case_			=     {
    """vocab_file""": {
        """google/rembert""": """https://huggingface.co/google/rembert/resolve/main/sentencepiece.model""",
    },
}

snake_case_			=     {
    """google/rembert""": 256,
}


class 	a__     (				_lowercase	):
	__magic_name__		:    List[str]	    =     VOCAB_FILES_NAMES
	__magic_name__		:    int	    =     PRETRAINED_VOCAB_FILES_MAP
	__magic_name__		:    Optional[Any]	    =     PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES


	def __init__(self : Union[str, Any],					__UpperCAmelCase : str,					__UpperCAmelCase : Any=False,					__UpperCAmelCase : int=True,					__UpperCAmelCase : Tuple=True,					__UpperCAmelCase : List[str]="[CLS]",					__UpperCAmelCase : List[str]="[SEP]",					__UpperCAmelCase : Any="[UNK]",					__UpperCAmelCase : Any="[SEP]",					__UpperCAmelCase : Union[str, Any]="[PAD]",					__UpperCAmelCase : str="[CLS]",					__UpperCAmelCase : Tuple="[MASK]",					**__UpperCAmelCase : Optional[Any],					)     ->			Any:

					"""simple docstring"""

					super().__init__(
					    do_lower_case=__UpperCAmelCase,					remove_space=__UpperCAmelCase,					keep_accents=__UpperCAmelCase,					bos_token=__UpperCAmelCase,					eos_token=__UpperCAmelCase,					unk_token=__UpperCAmelCase,					sep_token=__UpperCAmelCase,					pad_token=__UpperCAmelCase,					cls_token=__UpperCAmelCase,					mask_token=__UpperCAmelCase,					**__UpperCAmelCase,					)

					SCREAMING_SNAKE_CASE  :						int      					= do_lower_case
					SCREAMING_SNAKE_CASE  :						str      					= remove_space
					SCREAMING_SNAKE_CASE  :						str      					= keep_accents
					SCREAMING_SNAKE_CASE  :						Union[str, Any]      					= vocab_file

					SCREAMING_SNAKE_CASE  :						Union[str, Any]      					= spm.SentencePieceProcessor()
					self.sp_model.Load(__UpperCAmelCase      )


	@property
	def 				lowercase__  (self : Optional[int]      )     ->			str:

					"""simple docstring"""

					return len(self.sp_model      )


	def 				lowercase__  (self : str      )     ->			List[str]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Any      					= {self.convert_ids_to_tokens(__UpperCAmelCase      ): i for i in range(self.vocab_size      )}
					vocab.update(self.added_tokens_encoder      )
					return vocab


	def __getstate__(self : Optional[Any]      )     ->			Any:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						str      					= self.__dict__.copy()
					SCREAMING_SNAKE_CASE  :						Tuple      					= None
					return state


	def __setstate__(self : str,					__UpperCAmelCase : str      )     ->			Optional[Any]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Union[str, Any]      					= d
					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= spm.SentencePieceProcessor()
					self.sp_model.Load(self.vocab_file      )


	def 				lowercase__  (self : Optional[int],					__UpperCAmelCase : int,					__UpperCAmelCase : Any=False      )     ->			Optional[Any]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Tuple      					= self.sp_model.EncodeAsPieces(__UpperCAmelCase      )
					return pieces


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

					"""simple docstring"""

					return self.sp_model.PieceToId(__UpperCAmelCase      )


	def 				lowercase__  (self : List[Any],					__UpperCAmelCase : int      )     ->			Dict:

					"""simple docstring"""

					return self.sp_model.IdToPiece(__UpperCAmelCase      )


	def 				lowercase__  (self : List[str],					__UpperCAmelCase : Any      )     ->			Dict:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Tuple      					= self.sp_model.decode_pieces(__UpperCAmelCase      )
					return out_string


	def 				lowercase__  (self : Optional[Any],					__UpperCAmelCase : List[int],					__UpperCAmelCase : Optional[List[int]] = None      )     ->			List[int]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						List[str]      					= [self.sep_token_id]
					SCREAMING_SNAKE_CASE  :						List[Any]      					= [self.cls_token_id]
					if token_ids_a is None:
									return cls + token_ids_a + sep
					return cls + token_ids_a + sep + token_ids_a + sep


	def 				lowercase__  (self : str,					__UpperCAmelCase : List[int],					__UpperCAmelCase : Optional[List[int]] = None,					__UpperCAmelCase : bool = False      )     ->			List[int]:

					"""simple docstring"""

					if already_has_special_tokens:
									if token_ids_a is not None:
													raise ValueError(
													    '''You should not supply a second sequence if the provided sequence of '''
													    '''ids is already formatted with special tokens for the model.'''      )
									return [1 if x in [self.sep_token_id, self.cls_token_id] else 0 for x in token_ids_a]

					if token_ids_a is not None:
									return [1] + ([0] * len(__UpperCAmelCase      )) + [1] + ([0] * len(__UpperCAmelCase      )) + [1]
					return [1] + ([0] * len(__UpperCAmelCase      )) + [1]


	def 				lowercase__  (self : Tuple,					__UpperCAmelCase : List[int],					__UpperCAmelCase : Optional[List[int]] = None      )     ->			List[int]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Tuple      					= [self.sep_token_id]
					SCREAMING_SNAKE_CASE  :						Optional[int]      					= [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 				lowercase__  (self : List[Any],					__UpperCAmelCase : str,					__UpperCAmelCase : Optional[str] = None      )     ->			Tuple[str]:

					"""simple docstring"""

					if not os.path.isdir(__UpperCAmelCase      ):
									logger.error('''Vocabulary path ({}) should be a directory'''.format(__UpperCAmelCase      )      )
									return
					SCREAMING_SNAKE_CASE  :						str      					= os.path.join(
					    __UpperCAmelCase,					(filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file''']      )

					if os.path.abspath(self.vocab_file      ) != os.path.abspath(__UpperCAmelCase      ):
									copyfile(self.vocab_file,					__UpperCAmelCase      )

					return (out_vocab_file,)









'''simple docstring'''

import unittest

from transformers.testing_utils import CaptureStdout
from transformers.tools.python_interpreter import evaluate






def       __lowercase  (_SCREAMING_SNAKE_CASE      :List[Any]       ):
				return x + 2




class 	a__     (				unittest.TestCase	):


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

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Union[str, Any]      					= '''x = 3'''
					SCREAMING_SNAKE_CASE  :						Dict      					= {}
					SCREAMING_SNAKE_CASE  :						Any      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					assert result == 3
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3}      )

					SCREAMING_SNAKE_CASE  :						str      					= '''x = y'''
					SCREAMING_SNAKE_CASE  :						int      					= {'''y''': 5}
					SCREAMING_SNAKE_CASE  :						Optional[int]      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					# evaluate returns the value of the last assignment.
					assert result == 5
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 5, '''y''': 5}      )


	def 				lowercase__  (self : Optional[int]      )     ->			str:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						int      					= '''y = add_two(x)'''
					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= {'''x''': 3}
					SCREAMING_SNAKE_CASE  :						str      					= evaluate(__UpperCAmelCase,					{'''add_two''': add_two},					state=__UpperCAmelCase      )
					assert result == 5
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''y''': 5}      )

					# Won't work without the tool
					with CaptureStdout() as out:
									SCREAMING_SNAKE_CASE  :						Tuple      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					assert result is None
					assert "tried to execute add_two" in out.out


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

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Any      					= '''x = 3'''
					SCREAMING_SNAKE_CASE  :						Any      					= {}
					SCREAMING_SNAKE_CASE  :						str      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					assert result == 3
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3}      )


	def 				lowercase__  (self : Optional[int]      )     ->			Optional[Any]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Optional[int]      					= '''test_dict = {\'x\': x, \'y\': add_two(x)}'''
					SCREAMING_SNAKE_CASE  :						Tuple      					= {'''x''': 3}
					SCREAMING_SNAKE_CASE  :						List[Any]      					= evaluate(__UpperCAmelCase,					{'''add_two''': add_two},					state=__UpperCAmelCase      )
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''y''': 5}      )
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''test_dict''': {'''x''': 3, '''y''': 5}}      )


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

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Union[str, Any]      					= '''x = 3\ny = 5'''
					SCREAMING_SNAKE_CASE  :						Tuple      					= {}
					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					# evaluate returns the value of the last assignment.
					assert result == 5
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''y''': 5}      )


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

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Any      					= '''text = f\'This is x: {x}.\''''
					SCREAMING_SNAKE_CASE  :						List[str]      					= {'''x''': 3}
					SCREAMING_SNAKE_CASE  :						Dict      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					# evaluate returns the value of the last assignment.
					assert result == "This is x: 3."
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''text''': '''This is x: 3.'''}      )


	def 				lowercase__  (self : int      )     ->			str:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Optional[int]      					= '''if x <= 3:\n    y = 2\nelse:\n    y = 5'''
					SCREAMING_SNAKE_CASE  :						int      					= {'''x''': 3}
					SCREAMING_SNAKE_CASE  :						List[str]      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					# evaluate returns the value of the last assignment.
					assert result == 2
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''y''': 2}      )

					SCREAMING_SNAKE_CASE  :						Any      					= {'''x''': 8}
					SCREAMING_SNAKE_CASE  :						int      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					# evaluate returns the value of the last assignment.
					assert result == 5
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 8, '''y''': 5}      )


	def 				lowercase__  (self : Any      )     ->			int:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Any      					= '''test_list = [x, add_two(x)]'''
					SCREAMING_SNAKE_CASE  :						List[str]      					= {'''x''': 3}
					SCREAMING_SNAKE_CASE  :						Tuple      					= evaluate(__UpperCAmelCase,					{'''add_two''': add_two},					state=__UpperCAmelCase      )
					self.assertListEqual(__UpperCAmelCase,					[3, 5]      )
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''test_list''': [3, 5]}      )


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

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Tuple      					= '''y = x'''
					SCREAMING_SNAKE_CASE  :						Tuple      					= {'''x''': 3}
					SCREAMING_SNAKE_CASE  :						str      					= evaluate(__UpperCAmelCase,					{},					state=__UpperCAmelCase      )
					assert result == 3
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''y''': 3}      )


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

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Dict      					= '''test_list = [x, add_two(x)]\ntest_list[1]'''
					SCREAMING_SNAKE_CASE  :						int      					= {'''x''': 3}
					SCREAMING_SNAKE_CASE  :						Optional[int]      					= evaluate(__UpperCAmelCase,					{'''add_two''': add_two},					state=__UpperCAmelCase      )
					assert result == 5
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''test_list''': [3, 5]}      )

					SCREAMING_SNAKE_CASE  :						Dict      					= '''test_dict = {\'x\': x, \'y\': add_two(x)}\ntest_dict[\'y\']'''
					SCREAMING_SNAKE_CASE  :						Tuple      					= {'''x''': 3}
					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= evaluate(__UpperCAmelCase,					{'''add_two''': add_two},					state=__UpperCAmelCase      )
					assert result == 5
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 3, '''test_dict''': {'''x''': 3, '''y''': 5}}      )






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

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Any      					= '''x = 0\nfor i in range(3):\n    x = i'''
					SCREAMING_SNAKE_CASE  :						List[Any]      					= {}
					SCREAMING_SNAKE_CASE  :						List[str]      					= evaluate(__UpperCAmelCase,					{'''range''': range},					state=__UpperCAmelCase      )
					assert result == 2
					self.assertDictEqual(__UpperCAmelCase,					{'''x''': 2, '''i''': 2}      )




