



"""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       _a  ( SCREAMING_SNAKE_CASE__     ,	unittest.TestCase):
			__magic_name__     					=     TransfoXLTokenizer
			__magic_name__     					=     False
			__magic_name__     					=     False



			def 				__lowercase					(			self							:				Optional[int]		)							->					Union[str, Any]:
									super().setUp()

									snake_case   :			int						    = [
									    "<unk>",
									    "[CLS]",
									    "[SEP]",
									    "want",
									    "unwanted",
									    "wa",
									    "un",
									    "running",
									    ",",
									    "low",
									    "l",
									]
									snake_case   :			Any						    = 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 				__lowercase					(			self							:				Tuple   ,	**_lowercase							:				Optional[Any]		)							->					Union[str, Any]:
									snake_case   :			Dict						    = True
									return TransfoXLTokenizer.from_pretrained(self.tmpdirname   ,	**_lowercase		)



			def 				__lowercase					(			self							:				Dict   ,	_lowercase							:				Tuple		)							->					List[Any]:
									snake_case   :			Optional[int]						    = "<unk> UNwanted , running"
									snake_case   :			int						    = "<unk> unwanted, running"
									return input_text, output_text



			def 				__lowercase					(			self							:				int		)							->					Any:
									snake_case   :			str						    = TransfoXLTokenizer(vocab_file=self.vocab_file   ,	lower_case=_lowercase		)

									snake_case   :			Tuple						    = tokenizer.tokenize("<unk> UNwanted , running"		)
									self.assertListEqual(_lowercase   ,	["<unk>", "unwanted", ",", "running"]		)

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



			def 				__lowercase					(			self							:				List[Any]		)							->					Union[str, Any]:
									snake_case   :			Dict						    = TransfoXLTokenizer(lower_case=_lowercase		)

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



			def 				__lowercase					(			self							:				Optional[int]		)							->					Tuple:
									snake_case   :			int						    = TransfoXLTokenizer(lower_case=_lowercase		)

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



			def 				__lowercase					(			self							:				Any		)							->					Tuple:
									snake_case   :			Any						    = TransfoXLTokenizer(lower_case=_lowercase		)
									snake_case   :			Optional[Any]						    = "Hello (bracket) and side-scrolled [and] Henry's $5,000 with 3.34 m. What's up!?"
									snake_case   :			str						    = [
									    "Hello",
									    "(",
									    "bracket",
									    ")",
									    "and",
									    "side",
									    "@-@",
									    "scrolled",
									    "[",
									    "and",
									    "]",
									    "Henry",
									    "'s",
									    "$",
									    "5",
									    "@,@",
									    "000",
									    "with",
									    "3",
									    "@.@",
									    "34",
									    "m",
									    ".",
									    "What",
									    "'s",
									    "up",
									    "!",
									    "?",
									]

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

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



			def 				__lowercase					(			self							:				Optional[Any]		)							->					Optional[int]:
									snake_case   :			Dict						    = self.get_tokenizer()
									snake_case   :			Dict						    = len(_lowercase		)

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

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








"""simple docstring"""







from __future__ import annotations

A		=						'#'

class       _a  :



			def __init__(			self							:				List[Any]		)							->					None:
									snake_case   :			dict						    = {}



			def 				__lowercase					(			self							:				str   ,	_lowercase							:				str		)							->					None:
									snake_case   :			Optional[int]						    = self._trie
									for char in text:
															if char not in trie:
																					snake_case   :			str						    = {}
															snake_case   :			Optional[Any]						    = trie[char]
									snake_case   :			str						    = True



			def 				__lowercase					(			self							:				List[Any]   ,	_lowercase							:				str		)							->					tuple | list:
									snake_case   :			Dict						    = self._trie
									for char in prefix:
															if char in trie:
																					snake_case   :			Tuple						    = trie[char]
															else:
																					return []
									return self._elements(_lowercase		)



			def 				__lowercase					(			self							:				Optional[int]   ,	_lowercase							:				dict		)							->					tuple:
									snake_case   :			int						    = []
									for c, v in d.items():
															snake_case   :			int						    = [" "] if c == END else [(c + s) for s in self._elements(_lowercase		)]
															result.extend(_lowercase		)
									return tuple(_lowercase		)



A		=						Trie()
A		=						('depart', 'detergent', 'daring', 'dog', 'deer', 'deal')
for word in words:
			trie.insert_word(word)

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							str ):
						"""simple docstring"""






						snake_case   :			Optional[int]						    = trie.find_word(lowerCamelCase_ )
						return tuple(string + word for word in suffixes )

def  __SCREAMING_SNAKE_CASE		(			):
						"""simple docstring"""






						print(autocomplete_using_trie("de" ) )


if __name__ == "__main__":
			import doctest

			doctest.testmod()
			main()



