'''simple docstring'''


import os
import unittest

from transformers import MobileBertTokenizer, MobileBertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    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 						A   (   UpperCAmelCase       ,	unittest.TestCase   ):
							a_        =      MobileBertTokenizer
							a_        =      MobileBertTokenizerFast
							a_        =      True
							a_        =      True
							a_        =      filter_non_english
							a_        =      '''google/mobilebert-uncased'''





							def       snake_case__						(      self				:							Tuple	)							->	Optional[int]:
								super().setUp()

								__UpperCAmelCase							=			[
								    '''[UNK]''',
								    '''[CLS]''',
								    '''[SEP]''',
								    '''[PAD]''',
								    '''[MASK]''',
								    '''want''',
								    '''##want''',
								    '''##ed''',
								    '''wa''',
								    '''un''',
								    '''runn''',
								    '''##ing''',
								    ''',''',
								    '''low''',
								    '''lowest''',
								]
								__UpperCAmelCase							=			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]	)	)

								__UpperCAmelCase							=			[
								    (tokenizer_def[0], self.pre_trained_model_path, tokenizer_def[2])  # else the 'google/' prefix is stripped
								    for tokenizer_def in self.tokenizers_list
								]





							def       snake_case__						(      self				:							Optional[int]     ,		__a				:							Any	)							->	Tuple:
								__UpperCAmelCase							=			'''UNwant\u00E9d,running'''
								__UpperCAmelCase							=			'''unwanted, running'''
								return input_text, output_text





							def       snake_case__						(      self				:							Optional[Any]	)							->	Dict:
								__UpperCAmelCase							=			self.tokenizer_class(self.vocab_file	)

								__UpperCAmelCase							=			tokenizer.tokenize('''UNwant\u00E9d,running'''	)
								self.assertListEqual(__a     ,		['''un''', '''##want''', '''##ed''', ''',''', '''runn''', '''##ing''']	)
								self.assertListEqual(tokenizer.convert_tokens_to_ids(__a	)     ,		[9, 6, 7, 1_2, 1_0, 1_1]	)





							def       snake_case__						(      self				:							Tuple	)							->	Any:
								if not self.test_rust_tokenizer:
									return

								__UpperCAmelCase							=			self.get_tokenizer()
								__UpperCAmelCase							=			self.get_rust_tokenizer()

								__UpperCAmelCase							=			'''UNwant\u00E9d,running'''

								__UpperCAmelCase							=			tokenizer.tokenize(__a	)
								__UpperCAmelCase							=			rust_tokenizer.tokenize(__a	)
								self.assertListEqual(__a     ,		__a	)

								__UpperCAmelCase							=			tokenizer.encode(__a     ,		add_special_tokens=__a	)
								__UpperCAmelCase							=			rust_tokenizer.encode(__a     ,		add_special_tokens=__a	)
								self.assertListEqual(__a     ,		__a	)

								__UpperCAmelCase							=			self.get_rust_tokenizer()
								__UpperCAmelCase							=			tokenizer.encode(__a	)
								__UpperCAmelCase							=			rust_tokenizer.encode(__a	)
								self.assertListEqual(__a     ,		__a	)

								# With lower casing
								__UpperCAmelCase							=			self.get_tokenizer(do_lower_case=__a	)
								__UpperCAmelCase							=			self.get_rust_tokenizer(do_lower_case=__a	)

								__UpperCAmelCase							=			'''UNwant\u00E9d,running'''

								__UpperCAmelCase							=			tokenizer.tokenize(__a	)
								__UpperCAmelCase							=			rust_tokenizer.tokenize(__a	)
								self.assertListEqual(__a     ,		__a	)

								__UpperCAmelCase							=			tokenizer.encode(__a     ,		add_special_tokens=__a	)
								__UpperCAmelCase							=			rust_tokenizer.encode(__a     ,		add_special_tokens=__a	)
								self.assertListEqual(__a     ,		__a	)

								__UpperCAmelCase							=			self.get_rust_tokenizer()
								__UpperCAmelCase							=			tokenizer.encode(__a	)
								__UpperCAmelCase							=			rust_tokenizer.encode(__a	)
								self.assertListEqual(__a     ,		__a	)





							def       snake_case__						(      self				:							List[Any]	)							->	Any:
								__UpperCAmelCase							=			BasicTokenizer()

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





							def       snake_case__						(      self				:							Union[str, Any]	)							->	List[str]:
								__UpperCAmelCase							=			BasicTokenizer(do_lower_case=__a	)

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





							def       snake_case__						(      self				:							Tuple	)							->	int:
								__UpperCAmelCase							=			BasicTokenizer(do_lower_case=__a     ,		strip_accents=__a	)

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





							def       snake_case__						(      self				:							Dict	)							->	Optional[int]:
								__UpperCAmelCase							=			BasicTokenizer(do_lower_case=__a     ,		strip_accents=__a	)

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





							def       snake_case__						(      self				:							str	)							->	int:
								__UpperCAmelCase							=			BasicTokenizer(do_lower_case=__a	)

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





							def       snake_case__						(      self				:							List[Any]	)							->	Any:
								__UpperCAmelCase							=			BasicTokenizer(do_lower_case=__a	)

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





							def       snake_case__						(      self				:							Optional[Any]	)							->	Dict:
								__UpperCAmelCase							=			BasicTokenizer(do_lower_case=__a     ,		strip_accents=__a	)

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





							def       snake_case__						(      self				:							Union[str, Any]	)							->	Optional[Any]:
								__UpperCAmelCase							=			BasicTokenizer(do_lower_case=__a     ,		strip_accents=__a	)

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





							def       snake_case__						(      self				:							List[str]	)							->	str:
								__UpperCAmelCase							=			BasicTokenizer(do_lower_case=__a     ,		never_split=['''[UNK]''']	)

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





							def       snake_case__						(      self				:							Optional[int]	)							->	List[Any]:
								__UpperCAmelCase							=			['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

								__UpperCAmelCase							=			{}
								for i, token in enumerate(__a	):
									__UpperCAmelCase							=			i
								__UpperCAmelCase							=			WordpieceTokenizer(vocab=__a     ,		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       snake_case__						(      self				:							Optional[int]	)							->	List[str]:
								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       snake_case__						(      self				:							str	)							->	str:
								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       snake_case__						(      self				:							Tuple	)							->	List[Any]:
								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       snake_case__						(      self				:							Optional[Any]	)							->	Union[str, Any]:
								__UpperCAmelCase							=			self.get_tokenizer()
								__UpperCAmelCase							=			self.get_rust_tokenizer()

								# Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
								self.assertListEqual([tokenizer.tokenize(__a	) for t in ['''Test''', '''\xad''', '''test''']]     ,		[['''[UNK]'''], [], ['''[UNK]''']]	)

								self.assertListEqual(
								    [rust_tokenizer.tokenize(__a	) for t in ['''Test''', '''\xad''', '''test''']]     ,		[['''[UNK]'''], [], ['''[UNK]''']]	)





							@slow
							def       snake_case__						(      self				:							Any	)							->	int:
								__UpperCAmelCase							=			self.tokenizer_class.from_pretrained('''google/mobilebert-uncased'''	)

								__UpperCAmelCase							=			tokenizer.encode('''sequence builders'''     ,		add_special_tokens=__a	)
								__UpperCAmelCase							=			tokenizer.encode('''multi-sequence build'''     ,		add_special_tokens=__a	)

								__UpperCAmelCase							=			tokenizer.build_inputs_with_special_tokens(__a	)
								__UpperCAmelCase							=			tokenizer.build_inputs_with_special_tokens(__a     ,		__a	)

								assert encoded_sentence == [1_0_1] + text + [1_0_2]
								assert encoded_pair == [1_0_1] + text + [1_0_2] + text_a + [1_0_2]





							def       snake_case__						(      self				:							Tuple	)							->	Dict:
								for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""	):
										__UpperCAmelCase							=			self.rust_tokenizer_class.from_pretrained(__a     ,		**__a	)

										__UpperCAmelCase							=			f"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
										__UpperCAmelCase							=			tokenizer_r.encode_plus(
										    __a     ,		return_attention_mask=__a     ,		return_token_type_ids=__a     ,		return_offsets_mapping=__a     ,		add_special_tokens=__a     ,		)

										__UpperCAmelCase							=			tokenizer_r.do_lower_case if hasattr(__a     ,		'''do_lower_case'''	) else False
										__UpperCAmelCase							=			(
										    [
										        ((0, 0), tokenizer_r.cls_token),
										        ((0, 1), '''A'''),
										        ((1, 2), ''','''),
										        ((3, 5), '''na'''),
										        ((5, 6), '''##ï'''),
										        ((6, 8), '''##ve'''),
										        ((9, 1_5), tokenizer_r.mask_token),
										        ((1_6, 2_1), '''Allen'''),
										        ((2_1, 2_3), '''##NL'''),
										        ((2_3, 2_4), '''##P'''),
										        ((2_5, 3_3), '''sentence'''),
										        ((3_3, 3_4), '''.'''),
										        ((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, 1_5), tokenizer_r.mask_token),
										        ((1_6, 2_1), '''allen'''),
										        ((2_1, 2_3), '''##nl'''),
										        ((2_3, 2_4), '''##p'''),
										        ((2_5, 3_3), '''sentence'''),
										        ((3_3, 3_4), '''.'''),
										        ((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       snake_case__						(      self				:							Union[str, Any]	)							->	Any:
								__UpperCAmelCase							=			['''的''', '''人''', '''有''']
								__UpperCAmelCase							=			''''''.join(__a	)
								for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""	):
										__UpperCAmelCase							=			True
										__UpperCAmelCase							=			self.tokenizer_class.from_pretrained(__a     ,		**__a	)
										__UpperCAmelCase							=			self.rust_tokenizer_class.from_pretrained(__a     ,		**__a	)

										__UpperCAmelCase							=			tokenizer_p.encode(__a     ,		add_special_tokens=__a	)
										__UpperCAmelCase							=			tokenizer_r.encode(__a     ,		add_special_tokens=__a	)

										__UpperCAmelCase							=			tokenizer_r.convert_ids_to_tokens(__a	)
										__UpperCAmelCase							=			tokenizer_p.convert_ids_to_tokens(__a	)

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

										__UpperCAmelCase							=			False
										__UpperCAmelCase							=			self.rust_tokenizer_class.from_pretrained(__a     ,		**__a	)
										__UpperCAmelCase							=			self.tokenizer_class.from_pretrained(__a     ,		**__a	)

										__UpperCAmelCase							=			tokenizer_r.encode(__a     ,		add_special_tokens=__a	)
										__UpperCAmelCase							=			tokenizer_p.encode(__a     ,		add_special_tokens=__a	)

										__UpperCAmelCase							=			tokenizer_r.convert_ids_to_tokens(__a	)
										__UpperCAmelCase							=			tokenizer_p.convert_ids_to_tokens(__a	)

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

'''simple docstring'''


import warnings

from diffusers import StableDiffusionImgaImgPipeline  # noqa F401


warnings.warn(
    "The `image_to_image.py` script is outdated. Please use directly `from diffusers import"
    " StableDiffusionImg2ImgPipeline` instead."
)
