
'''simple docstring'''



import unittest

from datasets import load_dataset

from transformers import BloomTokenizerFast
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin





@require_tokenizers
class 	A							(				__lowerCAmelCase						,  unittest.TestCase ):
			lowerCamelCase							:							Any										=     None
			lowerCamelCase							:							Dict										=     BloomTokenizerFast
			lowerCamelCase							:							Any										=     BloomTokenizerFast
			lowerCamelCase							:							int										=     True
			lowerCamelCase							:							Union[str, Any]										=     False
			lowerCamelCase							:							Tuple										=     """tokenizer_file"""
			lowerCamelCase							:							Optional[int]										=     {"""bos_token""": """<s>""", """eos_token""": """</s>""", """unk_token""": """<unk>""", """pad_token""": """<pad>"""}



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




									'''simple docstring'''



									super().setUp()
									lowercase__							       =				BloomTokenizerFast.from_pretrained("""bigscience/tokenizer"""				)
									tokenizer.save_pretrained(self.tmpdirname				)



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




									'''simple docstring'''



									kwargs.update(self.special_tokens_map				)
									return BloomTokenizerFast.from_pretrained(self.tmpdirname				,   **lowerCamelCase__				)



			def A__       (    self				)	->						List[Any]:




									'''simple docstring'''



									lowercase__							       =				self.get_rust_tokenizer()

									lowercase__							       =				['The quick brown fox</s>', 'jumps over the lazy dog</s>']
									lowercase__							       =				[[2_175, 23_714, 73_173, 144_252, 2], [77, 132_619, 3_478, 368, 109_586, 35_433, 2]]

									lowercase__							       =				tokenizer.batch_encode_plus(lowerCamelCase__				)['input_ids']
									self.assertListEqual(lowerCamelCase__				,   lowerCamelCase__				)

									lowercase__							       =				tokenizer.batch_decode(lowerCamelCase__				)
									self.assertListEqual(lowerCamelCase__				,   lowerCamelCase__				)



			def A__       (    self				,   lowerCamelCase__=6				)	->						Tuple:




									'''simple docstring'''



									for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
															with self.subTest(F'''{tokenizer.__class__.__name__} ({pretrained_name})'''				):
																					lowercase__							       =				self.rust_tokenizer_class.from_pretrained(lowerCamelCase__				,   **lowerCamelCase__				)
																					# tokenizer_r.pad_token = None # Hotfixing padding = None
																					# Simple input
																					lowercase__							       =				'This is a simple input'
																					lowercase__							       =				['This is a simple input 1', 'This is a simple input 2']
																					lowercase__							       =				('This is a simple input', 'This is a pair')
																					lowercase__							       =				[
																					    ('This is a simple input 1', 'This is a simple input 2'),
																					    ('This is a simple pair 1', 'This is a simple pair 2'),
																					]

																					# Simple input tests
																					try:
																											tokenizer_r.encode(lowerCamelCase__				,   max_length=lowerCamelCase__				)
																											tokenizer_r.encode_plus(lowerCamelCase__				,   max_length=lowerCamelCase__				)

																											tokenizer_r.batch_encode_plus(lowerCamelCase__				,   max_length=lowerCamelCase__				)
																											tokenizer_r.encode(lowerCamelCase__				,   max_length=lowerCamelCase__				)
																											tokenizer_r.batch_encode_plus(lowerCamelCase__				,   max_length=lowerCamelCase__				)
																					except ValueError:
																											self.fail("""Bloom Tokenizer should be able to deal with padding"""				)

																					lowercase__							       =				None  # Hotfixing padding = None
																					self.assertRaises(lowerCamelCase__				,   tokenizer_r.encode				,   lowerCamelCase__				,   max_length=lowerCamelCase__				,   padding="""max_length"""				)

																					# Simple input
																					self.assertRaises(lowerCamelCase__				,   tokenizer_r.encode_plus				,   lowerCamelCase__				,   max_length=lowerCamelCase__				,   padding="""max_length"""				)

																					# Simple input
																					self.assertRaises(
																					    lowerCamelCase__				,   tokenizer_r.batch_encode_plus				,   lowerCamelCase__				,   max_length=lowerCamelCase__				,   padding="""max_length"""				,   )

																					# Pair input
																					self.assertRaises(lowerCamelCase__				,   tokenizer_r.encode				,   lowerCamelCase__				,   max_length=lowerCamelCase__				,   padding="""max_length"""				)

																					# Pair input
																					self.assertRaises(lowerCamelCase__				,   tokenizer_r.encode_plus				,   lowerCamelCase__				,   max_length=lowerCamelCase__				,   padding="""max_length"""				)

																					# Pair input
																					self.assertRaises(
																					    lowerCamelCase__				,   tokenizer_r.batch_encode_plus				,   lowerCamelCase__				,   max_length=lowerCamelCase__				,   padding="""max_length"""				,   )



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




									'''simple docstring'''



									lowercase__							       =				self.get_rust_tokenizer()
									lowercase__							       =				load_dataset("""xnli"""				,   """all_languages"""				,   split="""test"""				,   streaming=lowerCamelCase__				)

									lowercase__							       =				next(iter(lowerCamelCase__				)				)['premise']  # pick up one data
									lowercase__							       =				list(sample_data.values()				)

									lowercase__							       =				list(map(tokenizer.encode				,   lowerCamelCase__				)				)
									lowercase__							       =				[tokenizer.decode(lowerCamelCase__				,   clean_up_tokenization_spaces=lowerCamelCase__				) for x in output_tokens]
									self.assertListEqual(lowerCamelCase__				,   lowerCamelCase__				)



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




									'''simple docstring'''



									self.assertGreaterEqual(len(self.tokenizer_class.pretrained_vocab_files_map				)				,   1				)
									self.assertGreaterEqual(len(list(self.tokenizer_class.pretrained_vocab_files_map.values()				)[0]				)				,   1				)







"""simple docstring"""
class    __snake_case       :



      def __init__(						self    ,			lowercase    ,			lowercase=None    ,			lowercase=None)	->			List[str]:





        '''simple docstring'''





        a__:     Dict										=	data
        a__:     List[Any]										=	previous
        a__:     Any										=	next_node



      def __str__(						self)	->			str:





        '''simple docstring'''





        return f'{self.data}'



      def   lowerCamelCase_   (						self)	->			int:





        '''simple docstring'''





        return self.data



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





        '''simple docstring'''





        return self.next



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





        '''simple docstring'''





        return self.previous







class    __snake_case       :



      def __init__(						self    ,			lowercase)	->			Dict:





        '''simple docstring'''





        a__:     List[Any]										=	head



      def __iter__(						self)	->			List[Any]:





        '''simple docstring'''





        return self



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





        '''simple docstring'''





        if not self.current:
          raise StopIteration
        else:
          a__:     Dict										=	self.current.get_data()
          a__:     Optional[Any]										=	self.current.get_next()
          return value







class    __snake_case       :



      def __init__(						self)	->			Dict:





        '''simple docstring'''





        a__:     List[Any]										=	None  # First node in list
        a__:     Optional[int]										=	None  # Last node in list



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





        '''simple docstring'''





        a__:     Dict										=	self.head
        a__:     Optional[Any]										=	[]
        while current is not None:
          nodes.append(current.get_data())
          a__:     str										=	current.get_next()
        return " ".join(str(lowercase) for node in nodes)



      def __contains__(						self    ,			lowercase)	->			Optional[int]:





        '''simple docstring'''





        a__:     Optional[int]										=	self.head
        while current:
          if current.get_data() == value:
            return True
          a__:     Dict										=	current.get_next()
        return False



      def __iter__(						self)	->			int:





        '''simple docstring'''





        return LinkedListIterator(self.head)



      def   lowerCamelCase_   (						self)	->			List[Any]:





        '''simple docstring'''





        if self.head:
          return self.head.get_data()
        return None



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





        '''simple docstring'''





        if self.tail:
          return self.tail.get_data()
        return None



      def   lowerCamelCase_   (						self    ,			lowercase)	->			None:





        '''simple docstring'''





        if self.head is None:
          a__:     Optional[Any]										=	node
          a__:     Optional[Any]										=	node
        else:
          self.insert_before_node(self.head    ,			lowercase)



      def   lowerCamelCase_   (						self    ,			lowercase)	->			None:





        '''simple docstring'''





        if self.head is None:
          self.set_head(lowercase)
        else:
          self.insert_after_node(self.tail    ,			lowercase)



      def   lowerCamelCase_   (						self    ,			lowercase)	->			None:





        '''simple docstring'''





        a__:     Tuple										=	Node(lowercase)
        if self.head is None:
          self.set_head(lowercase)
        else:
          self.set_tail(lowercase)



      def   lowerCamelCase_   (						self    ,			lowercase    ,			lowercase)	->			None:





        '''simple docstring'''





        a__:     Union[str, Any]										=	node
        a__:     Optional[Any]										=	node.previous

        if node.get_previous() is None:
          a__:     Tuple										=	node_to_insert
        else:
          a__:     int										=	node_to_insert

        a__:     Optional[int]										=	node_to_insert



      def   lowerCamelCase_   (						self    ,			lowercase    ,			lowercase)	->			None:





        '''simple docstring'''





        a__:     Optional[int]										=	node
        a__:     Tuple										=	node.next

        if node.get_next() is None:
          a__:     Optional[int]										=	node_to_insert
        else:
          a__:     Any										=	node_to_insert

        a__:     str										=	node_to_insert



      def   lowerCamelCase_   (						self    ,			lowercase    ,			lowercase)	->			None:





        '''simple docstring'''





        a__:     Any										=	1
        a__:     Tuple										=	Node(lowercase)
        a__:     Tuple										=	self.head
        while node:
          if current_position == position:
            self.insert_before_node(lowercase    ,			lowercase)
            return
          current_position += 1
          a__:     List[Any]										=	node.next
        self.insert_after_node(self.tail    ,			lowercase)



      def   lowerCamelCase_   (						self    ,			lowercase)	->			Node:





        '''simple docstring'''





        a__:     Tuple										=	self.head
        while node:
          if node.get_data() == item:
            return node
          a__:     List[str]										=	node.get_next()
        raise Exception('Node not found')



      def   lowerCamelCase_   (						self    ,			lowercase)	->			Any:





        '''simple docstring'''





        if (node := self.get_node(lowercase)) is not None:
          if node == self.head:
            a__:     Any										=	self.head.get_next()

          if node == self.tail:
            a__:     List[Any]										=	self.tail.get_previous()

          self.remove_node_pointers(lowercase)



      @staticmethod
      def   lowerCamelCase_   (						lowercase)	->			None:





        '''simple docstring'''





        if node.get_next():
          a__:     Any										=	node.previous

        if node.get_previous():
          a__:     List[str]										=	node.next

        a__:     int										=	None
        a__:     Union[str, Any]										=	None



      def   lowerCamelCase_   (						self)	->			str:





        '''simple docstring'''





        return self.head is None







def 						__a   (	)	->None:
  pass


if __name__ == "__main__":
 import doctest

 doctest.testmod()


