






"""simple docstring"""
from __future__ import annotations

# This is the precision for this function which can be altered.
# It is recommended for users to keep this number greater than or equal to 10.
lowerCamelCase_					=      10

def 				snake_case      (   A__	,A__	,A__	,A__						):
			for i in range(A__	,A__						):
						if array[i] == target:
									return i
			return -1

def 				snake_case      (   A__	,A__						):
			UpperCAmelCase_     : List[str]			     =					0
			UpperCAmelCase_     : Union[str, Any]			     =					len(A__						)
			while left <= right:
						if right - left < precision:
									return lin_search(A__	,A__	,A__	,A__						)

						UpperCAmelCase_     : str			     =					(left + right) // 3 + 1
						UpperCAmelCase_     : str			     =					2 * (left + right) // 3 + 1

						if array[one_third] == target:
									return one_third
						elif array[two_third] == target:
									return two_third

						elif target < array[one_third]:
									UpperCAmelCase_     : Optional[Any]			     =					one_third - 1
						elif array[two_third] < target:
									UpperCAmelCase_     : int			     =					two_third + 1

						else:
									UpperCAmelCase_     : Any			     =					one_third + 1
									UpperCAmelCase_     : List[str]			     =					two_third - 1
			else:
						return -1

def 				snake_case      (   A__	,A__	,A__	,A__						):
			if left < right:
						if right - left < precision:
									return lin_search(A__	,A__	,A__	,A__						)
						UpperCAmelCase_     : str			     =					(left + right) // 3 + 1
						UpperCAmelCase_     : Union[str, Any]			     =					2 * (left + right) // 3 + 1

						if array[one_third] == target:
									return one_third
						elif array[two_third] == target:
									return two_third

						elif target < array[one_third]:
									return rec_ternary_search(A__	,one_third - 1	,A__	,A__						)
						elif array[two_third] < target:
									return rec_ternary_search(two_third + 1	,A__	,A__	,A__						)
						else:
									return rec_ternary_search(one_third + 1	,two_third - 1	,A__	,A__						)
			else:
						return -1


if __name__ == "__main__":
			import doctest

			doctest.testmod()

			lowerCamelCase_					=      input('''Enter numbers separated by comma:\n''').strip()
			lowerCamelCase_					=      [int(item.strip()) for item in user_input.split(''',''')]
			assert collection == sorted(collection), f"List must be ordered.\n{collection}."
			lowerCamelCase_					=      int(input('''Enter the number to be found in the list:\n''').strip())
			lowerCamelCase_					=      ite_ternary_search(collection, target)
			lowerCamelCase_					=      rec_ternary_search(0, len(collection) - 1, collection, target)
			if resulta != -1:
						print(f'Iterative search: {target} found at positions: {resulta}')
						print(f'Recursive search: {target} found at positions: {resulta}')
			else:
						print('''Not found''')











"""simple docstring"""
import os
import unittest

from transformers import BertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    BertTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english







@require_tokenizers
class 			UpperCamelCase_       (__A				,						unittest.TestCase     ):
	__magic_name__	      =				BertTokenizer
	__magic_name__	      =				BertTokenizerFast
	__magic_name__	      =				True
	__magic_name__	      =				True
	__magic_name__	      =				filter_non_english





	def      _SCREAMING_SNAKE_CASE      (      self					: Tuple						)						->			List[Any]:
				super().setUp()

				UpperCAmelCase_     : Tuple			     =					[
				    "[UNK]",
				    "[CLS]",
				    "[SEP]",
				    "[PAD]",
				    "[MASK]",
				    "want",
				    "##want",
				    "##ed",
				    "wa",
				    "un",
				    "runn",
				    "##ing",
				    ",",
				    "low",
				    "lowest",
				]
				UpperCAmelCase_     : 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      _SCREAMING_SNAKE_CASE      (      self					: Any	,	lowerCAmelCase_					: str						)						->			Union[str, Any]:
				UpperCAmelCase_     : Tuple			     =					"UNwant\u00E9d,running"
				UpperCAmelCase_     : Any			     =					"unwanted, running"
				return input_text, output_text





	def      _SCREAMING_SNAKE_CASE      (      self					: Optional[Any]						)						->			List[str]:
				UpperCAmelCase_     : Any			     =					self.tokenizer_class(self.vocab_file						)

				UpperCAmelCase_     : Tuple			     =					tokenizer.tokenize("UNwant\u00E9d,running"						)
				self.assertListEqual(lowerCAmelCase_	,	["un", "##want", "##ed", ",", "runn", "##ing"]						)
				self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase_						)	,	[9, 6, 7, 12, 10, 11]						)





	def      _SCREAMING_SNAKE_CASE      (      self					: List[str]						)						->			Any:
				if not self.test_rust_tokenizer:
							return

				UpperCAmelCase_     : Union[str, Any]			     =					self.get_tokenizer()
				UpperCAmelCase_     : List[Any]			     =					self.get_rust_tokenizer()

				UpperCAmelCase_     : List[Any]			     =					"UNwant\u00E9d,running"

				UpperCAmelCase_     : Union[str, Any]			     =					tokenizer.tokenize(lowerCAmelCase_						)
				UpperCAmelCase_     : int			     =					rust_tokenizer.tokenize(lowerCAmelCase_						)
				self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)

				UpperCAmelCase_     : Any			     =					tokenizer.encode(lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_						)
				UpperCAmelCase_     : Optional[int]			     =					rust_tokenizer.encode(lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_						)
				self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)

				UpperCAmelCase_     : Optional[Any]			     =					self.get_rust_tokenizer()
				UpperCAmelCase_     : Dict			     =					tokenizer.encode(lowerCAmelCase_						)
				UpperCAmelCase_     : Optional[Any]			     =					rust_tokenizer.encode(lowerCAmelCase_						)
				self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)

				# With lower casing
				UpperCAmelCase_     : Tuple			     =					self.get_tokenizer(do_lower_case=lowerCAmelCase_						)
				UpperCAmelCase_     : Optional[int]			     =					self.get_rust_tokenizer(do_lower_case=lowerCAmelCase_						)

				UpperCAmelCase_     : List[Any]			     =					"UNwant\u00E9d,running"

				UpperCAmelCase_     : List[Any]			     =					tokenizer.tokenize(lowerCAmelCase_						)
				UpperCAmelCase_     : Tuple			     =					rust_tokenizer.tokenize(lowerCAmelCase_						)
				self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)

				UpperCAmelCase_     : Union[str, Any]			     =					tokenizer.encode(lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_						)
				UpperCAmelCase_     : Union[str, Any]			     =					rust_tokenizer.encode(lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_						)
				self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)

				UpperCAmelCase_     : Optional[Any]			     =					self.get_rust_tokenizer()
				UpperCAmelCase_     : Union[str, Any]			     =					tokenizer.encode(lowerCAmelCase_						)
				UpperCAmelCase_     : Union[str, Any]			     =					rust_tokenizer.encode(lowerCAmelCase_						)
				self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)





	def      _SCREAMING_SNAKE_CASE      (      self					: Any						)						->			str:
				UpperCAmelCase_     : Optional[Any]			     =					BasicTokenizer()

				self.assertListEqual(tokenizer.tokenize("ah\u535A\u63A8zz"						)	,	["ah", "\u535A", "\u63A8", "zz"]						)





	def      _SCREAMING_SNAKE_CASE      (      self					: List[str]						)						->			Any:
				UpperCAmelCase_     : Optional[Any]			     =					BasicTokenizer(do_lower_case=lowerCAmelCase_						)

				self.assertListEqual(
				    tokenizer.tokenize(" \tHeLLo!how  \n Are yoU?  "						)	,	["hello", "!", "how", "are", "you", "?"]						)
				self.assertListEqual(tokenizer.tokenize("H\u00E9llo"						)	,	["hello"]						)





	def      _SCREAMING_SNAKE_CASE      (      self					: Tuple						)						->			Any:
				UpperCAmelCase_     : List[str]			     =					BasicTokenizer(do_lower_case=lowerCAmelCase_	,	strip_accents=lowerCAmelCase_						)

				self.assertListEqual(
				    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "						)	,	["hällo", "!", "how", "are", "you", "?"]						)
				self.assertListEqual(tokenizer.tokenize("H\u00E9llo"						)	,	["h\u00E9llo"]						)





	def      _SCREAMING_SNAKE_CASE      (      self					: int						)						->			int:
				UpperCAmelCase_     : Any			     =					BasicTokenizer(do_lower_case=lowerCAmelCase_	,	strip_accents=lowerCAmelCase_						)

				self.assertListEqual(
				    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "						)	,	["hallo", "!", "how", "are", "you", "?"]						)
				self.assertListEqual(tokenizer.tokenize("H\u00E9llo"						)	,	["hello"]						)





	def      _SCREAMING_SNAKE_CASE      (      self					: List[str]						)						->			Optional[int]:
				UpperCAmelCase_     : Tuple			     =					BasicTokenizer(do_lower_case=lowerCAmelCase_						)

				self.assertListEqual(
				    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "						)	,	["hallo", "!", "how", "are", "you", "?"]						)
				self.assertListEqual(tokenizer.tokenize("H\u00E9llo"						)	,	["hello"]						)





	def      _SCREAMING_SNAKE_CASE      (      self					: Union[str, Any]						)						->			str:
				UpperCAmelCase_     : List[str]			     =					BasicTokenizer(do_lower_case=lowerCAmelCase_						)

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





	def      _SCREAMING_SNAKE_CASE      (      self					: Optional[Any]						)						->			List[Any]:
				UpperCAmelCase_     : Optional[int]			     =					BasicTokenizer(do_lower_case=lowerCAmelCase_	,	strip_accents=lowerCAmelCase_						)

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





	def      _SCREAMING_SNAKE_CASE      (      self					: str						)						->			Optional[Any]:
				UpperCAmelCase_     : Union[str, Any]			     =					BasicTokenizer(do_lower_case=lowerCAmelCase_	,	strip_accents=lowerCAmelCase_						)

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





	def      _SCREAMING_SNAKE_CASE      (      self					: Union[str, Any]						)						->			int:
				UpperCAmelCase_     : Tuple			     =					BasicTokenizer(do_lower_case=lowerCAmelCase_	,	never_split=["[UNK]"]						)

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





	def      _SCREAMING_SNAKE_CASE      (      self					: Optional[Any]						)						->			Any:
				UpperCAmelCase_     : Tuple			     =					BasicTokenizer()
				UpperCAmelCase_     : Dict			     =					"a\n'll !!to?'d of, can't."
				UpperCAmelCase_     : List[str]			     =					["a", "'", "ll", "!", "!", "to", "?", "'", "d", "of", ",", "can", "'", "t", "."]
				self.assertListEqual(tokenizer.tokenize(lowerCAmelCase_						)	,	lowerCAmelCase_						)





	def      _SCREAMING_SNAKE_CASE      (      self					: Dict						)						->			int:
				UpperCAmelCase_     : int			     =					["[UNK]", "[CLS]", "[SEP]", "want", "##want", "##ed", "wa", "un", "runn", "##ing"]

				UpperCAmelCase_     : Tuple			     =					{}
				for i, token in enumerate(lowerCAmelCase_						):
							UpperCAmelCase_     : Optional[int]			     =					i
				UpperCAmelCase_     : Optional[Any]			     =					WordpieceTokenizer(vocab=lowerCAmelCase_	,	unk_token="[UNK]"						)

				self.assertListEqual(tokenizer.tokenize(""						)	,	[]						)

				self.assertListEqual(tokenizer.tokenize("unwanted running"						)	,	["un", "##want", "##ed", "runn", "##ing"]						)

				self.assertListEqual(tokenizer.tokenize("unwantedX running"						)	,	["[UNK]", "runn", "##ing"]						)





	def      _SCREAMING_SNAKE_CASE      (      self					: Dict						)						->			Optional[int]:
				self.assertTrue(_is_whitespace(" "						)						)
				self.assertTrue(_is_whitespace("\t"						)						)
				self.assertTrue(_is_whitespace("\r"						)						)
				self.assertTrue(_is_whitespace("\n"						)						)
				self.assertTrue(_is_whitespace("\u00A0"						)						)

				self.assertFalse(_is_whitespace("A"						)						)
				self.assertFalse(_is_whitespace("-"						)						)





	def      _SCREAMING_SNAKE_CASE      (      self					: Any						)						->			Optional[int]:
				self.assertTrue(_is_control("\u0005"						)						)

				self.assertFalse(_is_control("A"						)						)
				self.assertFalse(_is_control(" "						)						)
				self.assertFalse(_is_control("\t"						)						)
				self.assertFalse(_is_control("\r"						)						)





	def      _SCREAMING_SNAKE_CASE      (      self					: int						)						->			List[str]:
				self.assertTrue(_is_punctuation("-"						)						)
				self.assertTrue(_is_punctuation("$"						)						)
				self.assertTrue(_is_punctuation("`"						)						)
				self.assertTrue(_is_punctuation("."						)						)

				self.assertFalse(_is_punctuation("A"						)						)
				self.assertFalse(_is_punctuation(" "						)						)





	def      _SCREAMING_SNAKE_CASE      (      self					: str						)						->			Optional[Any]:
				UpperCAmelCase_     : Dict			     =					self.get_tokenizer()
				UpperCAmelCase_     : List[str]			     =					self.get_rust_tokenizer()

				# Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
				self.assertListEqual([tokenizer.tokenize(lowerCAmelCase_						) for t in ["Test", "\xad", "test"]]	,	[["[UNK]"], [], ["[UNK]"]]						)

				self.assertListEqual(
				    [rust_tokenizer.tokenize(lowerCAmelCase_						) for t in ["Test", "\xad", "test"]]	,	[["[UNK]"], [], ["[UNK]"]]						)





	@slow
	def      _SCREAMING_SNAKE_CASE      (      self					: Optional[Any]						)						->			Optional[Any]:
				UpperCAmelCase_     : List[str]			     =					self.tokenizer_class.from_pretrained("bert-base-uncased"						)

				UpperCAmelCase_     : Any			     =					tokenizer.encode("sequence builders"	,	add_special_tokens=lowerCAmelCase_						)
				UpperCAmelCase_     : Union[str, Any]			     =					tokenizer.encode("multi-sequence build"	,	add_special_tokens=lowerCAmelCase_						)

				UpperCAmelCase_     : Tuple			     =					tokenizer.build_inputs_with_special_tokens(lowerCAmelCase_						)
				UpperCAmelCase_     : Dict			     =					tokenizer.build_inputs_with_special_tokens(lowerCAmelCase_	,	lowerCAmelCase_						)

				assert encoded_sentence == [101] + text + [102]
				assert encoded_pair == [101] + text + [102] + text_a + [102]





	def      _SCREAMING_SNAKE_CASE      (      self					: Any						)						->			str:
				for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
							with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""						):
										UpperCAmelCase_     : str			     =					self.rust_tokenizer_class.from_pretrained(lowerCAmelCase_	,	**lowerCAmelCase_						)

										UpperCAmelCase_     : Union[str, Any]			     =					f"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
										UpperCAmelCase_     : Tuple			     =					tokenizer_r.encode_plus(
										    lowerCAmelCase_	,	return_attention_mask=lowerCAmelCase_	,	return_token_type_ids=lowerCAmelCase_	,	return_offsets_mapping=lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_	,	)

										UpperCAmelCase_     : Optional[int]			     =					tokenizer_r.do_lower_case if hasattr(lowerCAmelCase_	,	"do_lower_case"						) else False
										UpperCAmelCase_     : List[Any]			     =					(
										    [
										        ((0, 0), tokenizer_r.cls_token),
										        ((0, 1), "A"),
										        ((1, 2), ","),
										        ((3, 5), "na"),
										        ((5, 6), "##ï"),
										        ((6, 8), "##ve"),
										        ((9, 15), tokenizer_r.mask_token),
										        ((16, 21), "Allen"),
										        ((21, 23), "##NL"),
										        ((23, 24), "##P"),
										        ((25, 33), "sentence"),
										        ((33, 34), "."),
										        ((0, 0), tokenizer_r.sep_token),
										    ]
										    if not do_lower_case
										    else [
										        ((0, 0), tokenizer_r.cls_token),
										        ((0, 1), "a"),
										        ((1, 2), ","),
										        ((3, 8), "naive"),
										        ((9, 15), tokenizer_r.mask_token),
										        ((16, 21), "allen"),
										        ((21, 23), "##nl"),
										        ((23, 24), "##p"),
										        ((25, 33), "sentence"),
										        ((33, 34), "."),
										        ((0, 0), tokenizer_r.sep_token),
										    ]
										)

										self.assertEqual(
										    [e[1] for e in expected_results]	,	tokenizer_r.convert_ids_to_tokens(tokens["input_ids"]						)						)
										self.assertEqual([e[0] for e in expected_results]	,	tokens["offset_mapping"]						)





	def      _SCREAMING_SNAKE_CASE      (      self					: Union[str, Any]						)						->			Optional[Any]:
				UpperCAmelCase_     : List[Any]			     =					["的", "人", "有"]
				UpperCAmelCase_     : Tuple			     =					"".join(lowerCAmelCase_						)
				for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
							with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""						):
										UpperCAmelCase_     : Optional[Any]			     =					True
										UpperCAmelCase_     : Any			     =					self.tokenizer_class.from_pretrained(lowerCAmelCase_	,	**lowerCAmelCase_						)
										UpperCAmelCase_     : Optional[Any]			     =					self.rust_tokenizer_class.from_pretrained(lowerCAmelCase_	,	**lowerCAmelCase_						)

										UpperCAmelCase_     : Dict			     =					tokenizer_p.encode(lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_						)
										UpperCAmelCase_     : Dict			     =					tokenizer_r.encode(lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_						)

										UpperCAmelCase_     : Union[str, Any]			     =					tokenizer_r.convert_ids_to_tokens(lowerCAmelCase_						)
										UpperCAmelCase_     : Any			     =					tokenizer_p.convert_ids_to_tokens(lowerCAmelCase_						)

										# it is expected that each Chinese character is not preceded by "##"
										self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)
										self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)

										UpperCAmelCase_     : List[Any]			     =					False
										UpperCAmelCase_     : Optional[Any]			     =					self.rust_tokenizer_class.from_pretrained(lowerCAmelCase_	,	**lowerCAmelCase_						)
										UpperCAmelCase_     : List[Any]			     =					self.tokenizer_class.from_pretrained(lowerCAmelCase_	,	**lowerCAmelCase_						)

										UpperCAmelCase_     : int			     =					tokenizer_r.encode(lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_						)
										UpperCAmelCase_     : List[str]			     =					tokenizer_p.encode(lowerCAmelCase_	,	add_special_tokens=lowerCAmelCase_						)

										UpperCAmelCase_     : Union[str, Any]			     =					tokenizer_r.convert_ids_to_tokens(lowerCAmelCase_						)
										UpperCAmelCase_     : List[str]			     =					tokenizer_p.convert_ids_to_tokens(lowerCAmelCase_						)

										# it is expected that only the first Chinese character is not preceded by "##".
										UpperCAmelCase_     : Tuple			     =					[
										    f"""##{token}""" if idx != 0 else token for idx, token in enumerate(lowerCAmelCase_						)
										]
										self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)
										self.assertListEqual(lowerCAmelCase_	,	lowerCAmelCase_						)



