
"""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 							__magic_name__     (		lowercase__      ,		unittest.TestCase   ):
					_SCREAMING_SNAKE_CASE       :					Optional[int]     							=   BertTokenizer
					_SCREAMING_SNAKE_CASE       :					Any     							=   BertTokenizerFast
					_SCREAMING_SNAKE_CASE       :					Any     							=   True
					_SCREAMING_SNAKE_CASE       :					Optional[Any]     							=   True
					_SCREAMING_SNAKE_CASE       :					Tuple     							=   filter_non_english





					def 							lowerCAmelCase      (				self   :							Optional[int]    ):
												super().setUp()

												__snake_case     			=       [
												    "[UNK]",
												    "[CLS]",
												    "[SEP]",
												    "[PAD]",
												    "[MASK]",
												    "want",
												    "##want",
												    "##ed",
												    "wa",
												    "un",
												    "runn",
												    "##ing",
												    ",",
												    "low",
												    "lowest",
												]
												__snake_case     			=       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 							lowerCAmelCase      (				self   :							Optional[Any]							,						snake_case_   :							Dict    ):
												__snake_case     			=       "UNwant\u00E9d,running"
												__snake_case     			=       "unwanted, running"
												return input_text, output_text





					def 							lowerCAmelCase      (				self   :							Tuple    ):
												__snake_case     			=       self.tokenizer_class(self.vocab_file    )

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





					def 							lowerCAmelCase      (				self   :							List[str]    ):
												if not self.test_rust_tokenizer:
																			return

												__snake_case     			=       self.get_tokenizer()
												__snake_case     			=       self.get_rust_tokenizer()

												__snake_case     			=       "UNwant\u00E9d,running"

												__snake_case     			=       tokenizer.tokenize(snake_case_    )
												__snake_case     			=       rust_tokenizer.tokenize(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												__snake_case     			=       rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       self.get_rust_tokenizer()
												__snake_case     			=       tokenizer.encode(snake_case_    )
												__snake_case     			=       rust_tokenizer.encode(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												# With lower casing
												__snake_case     			=       self.get_tokenizer(do_lower_case=snake_case_    )
												__snake_case     			=       self.get_rust_tokenizer(do_lower_case=snake_case_    )

												__snake_case     			=       "UNwant\u00E9d,running"

												__snake_case     			=       tokenizer.tokenize(snake_case_    )
												__snake_case     			=       rust_tokenizer.tokenize(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												__snake_case     			=       rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       self.get_rust_tokenizer()
												__snake_case     			=       tokenizer.encode(snake_case_    )
												__snake_case     			=       rust_tokenizer.encode(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							Optional[int]    ):
												__snake_case     			=       BasicTokenizer()

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





					def 							lowerCAmelCase      (				self   :							List[Any]    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							int    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						strip_accents=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							str    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						strip_accents=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							Optional[Any]    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							Optional[Any]    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							int    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						strip_accents=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							Optional[Any]    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						strip_accents=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							Dict    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						never_split=["[UNK]"]    )

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





					def 							lowerCAmelCase      (				self   :							Dict    ):
												__snake_case     			=       BasicTokenizer()
												__snake_case     			=       "a\n'll !!to?'d of, can't."
												__snake_case     			=       ["a", "'", "ll", "!", "!", "to", "?", "'", "d", "of", ",", "can", "'", "t", "."]
												self.assertListEqual(tokenizer.tokenize(snake_case_    )							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							str    ):
												__snake_case     			=       ["[UNK]", "[CLS]", "[SEP]", "want", "##want", "##ed", "wa", "un", "runn", "##ing"]

												__snake_case     			=       {}
												for i, token in enumerate(snake_case_    ):
																			__snake_case     			=       i
												__snake_case     			=       WordpieceTokenizer(vocab=snake_case_							,						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 							lowerCAmelCase      (				self   :							Tuple    ):
												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 							lowerCAmelCase      (				self   :							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 							lowerCAmelCase      (				self   :							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 							lowerCAmelCase      (				self   :							Tuple    ):
												__snake_case     			=       self.get_tokenizer()
												__snake_case     			=       self.get_rust_tokenizer()

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

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





					@slow
					def 							lowerCAmelCase      (				self   :							List[str]    ):
												__snake_case     			=       self.tokenizer_class.from_pretrained("bert-base-uncased"    )

												__snake_case     			=       tokenizer.encode("sequence builders"							,						add_special_tokens=snake_case_    )
												__snake_case     			=       tokenizer.encode("multi-sequence build"							,						add_special_tokens=snake_case_    )

												__snake_case     			=       tokenizer.build_inputs_with_special_tokens(snake_case_    )
												__snake_case     			=       tokenizer.build_inputs_with_special_tokens(snake_case_							,						snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							Dict    ):
												for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																			with self.subTest(F'''{tokenizer.__class__.__name__} ({pretrained_name})'''    ):
																										__snake_case     			=       self.rust_tokenizer_class.from_pretrained(snake_case_							,						**snake_case_    )

																										__snake_case     			=       F'''A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'''
																										__snake_case     			=       tokenizer_r.encode_plus(
																										    snake_case_							,						return_attention_mask=snake_case_							,						return_token_type_ids=snake_case_							,						return_offsets_mapping=snake_case_							,						add_special_tokens=snake_case_							,						)

																										__snake_case     			=       tokenizer_r.do_lower_case if hasattr(snake_case_							,						"do_lower_case"    ) else False
																										__snake_case     			=       (
																										    [
																										        ((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 							lowerCAmelCase      (				self   :							int    ):
												__snake_case     			=       ["的", "人", "有"]
												__snake_case     			=       "".join(snake_case_    )
												for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																			with self.subTest(F'''{tokenizer.__class__.__name__} ({pretrained_name})'''    ):
																										__snake_case     			=       True
																										__snake_case     			=       self.tokenizer_class.from_pretrained(snake_case_							,						**snake_case_    )
																										__snake_case     			=       self.rust_tokenizer_class.from_pretrained(snake_case_							,						**snake_case_    )

																										__snake_case     			=       tokenizer_p.encode(snake_case_							,						add_special_tokens=snake_case_    )
																										__snake_case     			=       tokenizer_r.encode(snake_case_							,						add_special_tokens=snake_case_    )

																										__snake_case     			=       tokenizer_r.convert_ids_to_tokens(snake_case_    )
																										__snake_case     			=       tokenizer_p.convert_ids_to_tokens(snake_case_    )

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

																										__snake_case     			=       False
																										__snake_case     			=       self.rust_tokenizer_class.from_pretrained(snake_case_							,						**snake_case_    )
																										__snake_case     			=       self.tokenizer_class.from_pretrained(snake_case_							,						**snake_case_    )

																										__snake_case     			=       tokenizer_r.encode(snake_case_							,						add_special_tokens=snake_case_    )
																										__snake_case     			=       tokenizer_p.encode(snake_case_							,						add_special_tokens=snake_case_    )

																										__snake_case     			=       tokenizer_r.convert_ids_to_tokens(snake_case_    )
																										__snake_case     			=       tokenizer_p.convert_ids_to_tokens(snake_case_    )

																										# it is expected that only the first Chinese character is not preceded by "##".
																										__snake_case     			=       [
																										    F'''##{token}''' if idx != 0 else token for idx, token in enumerate(snake_case_    )
																										]
																										self.assertListEqual(snake_case_							,						snake_case_    )
																										self.assertListEqual(snake_case_							,						snake_case_    )


"""simple docstring"""







def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE = 10							,    SCREAMING_SNAKE_CASE = 10_00							,    SCREAMING_SNAKE_CASE = True )  ->     int:







							"""simple docstring"""


							assert (
							    isinstance(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE )
							    and isinstance(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE )
							    and isinstance(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE )
							), "Invalid type of value(s) specified to function!"

							if min_val > max_val:
														raise ValueError("Invalid value for min_val or max_val (min_value < max_value)" )
							return min_val if option else max_val
def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE )  ->     int:







							"""simple docstring"""


							return int((number_a + number_a) / 2 )
def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE )  ->     None:







							"""simple docstring"""


							assert (
							    isinstance(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE ) and isinstance(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE ) and isinstance(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE )
							), 'argument values must be type of "int"'

							if lower > higher:
														raise ValueError("argument value for lower and higher must be(lower > higher)" )

							if not lower < to_guess < higher:
														raise ValueError(
														    "guess value must be within the range of lower and higher value" )

							def answer(SCREAMING_SNAKE_CASE ) -> str:
														if number > to_guess:
																					return "high"
														elif number < to_guess:
																					return "low"
														else:
																					return "same"

							print("started..." )

							__snake_case     			=       lower
							__snake_case     			=       higher

							__snake_case     			=       []

							while True:
														__snake_case     			=       get_avg(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE )
														last_numbers.append(SCREAMING_SNAKE_CASE )

														if answer(SCREAMING_SNAKE_CASE ) == "low":
																					__snake_case     			=       number
														elif answer(SCREAMING_SNAKE_CASE ) == "high":
																					__snake_case     			=       number
														else:
																					break

							print(F'''guess the number : {last_numbers[-1]}''' )
							print(F'''details : {last_numbers!s}''' )
def   __UpperCamelCase   (					)  ->     None:







							"""simple docstring"""


							__snake_case     			=       int(input("Enter lower value : " ).strip() )
							__snake_case     			=       int(input("Enter high value : " ).strip() )
							__snake_case     			=       int(input("Enter value to guess : " ).strip() )
							guess_the_number(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE )


if __name__ == "__main__":
		main()
