






'''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 				lowercase       (							_lowerCamelCase ,       unittest.TestCase      ):


    '''simple docstring'''

    lowerCAmelCase__      				=							None
    lowerCAmelCase__      				=							BloomTokenizerFast
    lowerCAmelCase__      				=							BloomTokenizerFast
    lowerCAmelCase__      				=							True
    lowerCAmelCase__      				=							False
    lowerCAmelCase__      				=							"tokenizer_file"
    lowerCAmelCase__      				=							{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}

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

     '''simple docstring'''




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

    def    a__				(					self     :     Union[str, Any]				,     **__lowerCamelCase     :     Any     )							->							Optional[Any]:

     '''simple docstring'''




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

    def    a__				(					self     :     List[Any]     )							->							Tuple:

     '''simple docstring'''




     lowerCamelCase__  =     self.get_rust_tokenizer()

     lowerCamelCase__  =     ["The quick brown fox</s>", "jumps over the lazy dog</s>"]
     lowerCamelCase__  =     [[2175, 23714, 73173, 144252, 2], [77, 132619, 3478, 368, 109586, 35433, 2]]

     lowerCamelCase__  =     tokenizer.batch_encode_plus(__lowerCamelCase     )["input_ids"]
     self.assertListEqual(__lowerCamelCase				,     __lowerCamelCase     )

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

    def    a__				(					self     :     Union[str, Any]				,     __lowerCamelCase     :     int=6     )							->							Union[str, Any]:

     '''simple docstring'''




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

       lowerCamelCase__  =     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     :     Tuple     )							->							str:

     '''simple docstring'''




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

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

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




    def    a__				(					self     :     Any     )							->							Dict:

     '''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 				lowercase       :


    '''simple docstring'''

    def __init__(					self     :     Union[str, Any]     )							->							None:

     '''simple docstring'''




     lowerCamelCase__  =     {}  # Mapping from char to TrieNode
     lowerCamelCase__  =     False

    def    a__				(					self     :     List[Any]				,     __lowerCamelCase     :     list[str]     )							->							None:

     '''simple docstring'''




     for word in words:
      self.insert(__lowerCamelCase     )

    def    a__				(					self     :     int				,     __lowerCamelCase     :     str     )							->							None:

     '''simple docstring'''




     lowerCamelCase__  =     self
     for char in word:
      if char not in curr.nodes:
       lowerCamelCase__  =     TrieNode()
      lowerCamelCase__  =     curr.nodes[char]
     lowerCamelCase__  =     True

    def    a__				(					self     :     Optional[Any]				,     __lowerCamelCase     :     str     )							->							bool:

     '''simple docstring'''




     lowerCamelCase__  =     self
     for char in word:
      if char not in curr.nodes:
       return False
      lowerCamelCase__  =     curr.nodes[char]
     return curr.is_leaf




    def    a__				(					self     :     Optional[Any]				,     __lowerCamelCase     :     str     )							->							None:

     '''simple docstring'''




     def _delete(__lowerCamelCase     :     TrieNode				,     __lowerCamelCase     :     str				,     __lowerCamelCase     :     int     ) -> bool:
      if index == len(__lowerCamelCase     ):
       # If word does not exist
       if not curr.is_leaf:
        return False
       lowerCamelCase__  =     False
       return len(curr.nodes     ) == 0
      lowerCamelCase__  =     word[index]
      lowerCamelCase__  =     curr.nodes.get(__lowerCamelCase     )
      # If char not in current trie node
      if not char_node:
       return False
      # Flag to check if node can be deleted
      lowerCamelCase__  =     _delete(__lowerCamelCase				,     __lowerCamelCase				,     index + 1     )
      if delete_curr:
       del curr.nodes[char]
       return len(curr.nodes     ) == 0
      return delete_curr

     _delete(self				,     __lowerCamelCase				,     0     )






def    lowerCamelCase_     (    lowercase__				,     lowercase__):
 if node.is_leaf:
  print(lowercase__				,     end=" ")

 for key, value in node.nodes.items():
  print_words(lowercase__				,     word + key)






def    lowerCamelCase_     (    ):
 lowerCamelCase__  =     "banana bananas bandana band apple all beast".split()
 lowerCamelCase__  =     TrieNode()
 root.insert_many(lowercase__)
 # print_words(root, "")
 assert all(root.find(lowercase__) for word in words)
 assert root.find("banana")
 assert not root.find("bandanas")
 assert not root.find("apps")
 assert root.find("apple")
 assert root.find("all")
 root.delete("all")
 assert not root.find("all")
 root.delete("banana")
 assert not root.find("banana")
 assert root.find("bananas")
 return True






def    lowerCamelCase_     (    lowercase__				,     lowercase__):
 print(str(lowercase__)				,     "works!" if passes else "doesn't work :(")






def    lowerCamelCase_     (    ):
 assert test_trie()






def    lowerCamelCase_     (    ):
 print_results("Testing trie functionality"				,     test_trie())


if __name__ == "__main__":
 main()

