


'''simple docstring'''




import json
import os
import unittest
from typing import Tuple

from transformers import WavaVecaPhonemeCTCTokenizer
from transformers.models.wavaveca.tokenization_wavaveca import VOCAB_FILES_NAMES
from transformers.models.wavaveca_phoneme.tokenization_wavaveca_phoneme import WavaVecaPhonemeCTCTokenizerOutput
from transformers.testing_utils import require_phonemizer

from ...test_tokenization_common import TokenizerTesterMixin



@require_phonemizer
class  lowerCAmelCase				(				a      ,				unittest.TestCase							):
	_lowerCamelCase   :					Tuple			      = WavaVecaPhonemeCTCTokenizer
	_lowerCamelCase   :					int			      = False



	def 				lowercase     (					self    ):
		super().setUp()

		lowerCAmelCase					:    List[Any]      							= (
		    '<s> <pad> </s> <unk> n s t ə l a i k d m ɛ ɾ e ɪ p o ɐ z ð f j v b ɹ ʁ ʊ iː r w ʌ u ɡ æ aɪ ʃ h ɔ ɑː '
		    'ŋ ɚ eɪ β uː y ɑ̃ oʊ ᵻ eː θ aʊ ts oː ɔ̃ ɣ ɜ ɑ dʒ əl x ɜː ç ʒ tʃ ɔː ɑːɹ ɛ̃ ʎ ɔːɹ ʋ aː ɕ œ ø oːɹ ɲ yː '
		    'ʔ iə i5 s. tɕ ?? nʲ ɛː œ̃ ɭ ɔø ʑ tʲ ɨ ɛɹ ts. rʲ ɪɹ ɭʲ i.5 ɔɪ q sʲ u5 ʊɹ iɜ a5 iɛ5 øː ʕ ja əɜ th ɑ5 '
		    'oɪ dʲ ə5 tɕh ts.h mʲ ɯ dʑ vʲ e̞ tʃʲ ei5 o5 onɡ5 ɑu5 iɑ5 ai5 aɪɚ kh ə1 ʐ i2 ʉ ħ t[ aɪə ʲ ju ə2 u2 oɜ '
		    'pː iɛɜ ou5 y5 uɜ tː uo5 d[ uoɜ tsh ɑɜ ɵ i̪5 uei5 ɟ aɜ ɑɨ i.ɜ eʊ o2 ɐ̃ ä pʲ kʲ n̩ ɒ ph ɑu2 uɨ əɪ ɫ ɬ '
		    'yɜ bʲ ɑ2 s̪ aiɜ χ ɐ̃ʊ̃ 1 ə4 yæɜ a2 ɨː t̪ iouɜ ũ onɡɜ aɨ iɛ2 ɔɨ ɑuɜ o̞ ei2 iou2 c kː y2 ɖ oe dˤ yɛɜ '
		    'əʊ S ɡʲ onɡ2 u" eiɜ ʈ ɯᵝ iou5 dZ r̝̊ i.2 tS s^ ʝ yə5 iɑɜ uə5 pf ɨu iɑ2 ou2 ər2 fʲ ai2 r̝ uəɜ ɳ əɨ '
		    'ua5 uɪ ɽ bː yu5 uo2 yɛ5 l̩ ɻ ərɜ ʂ i̪2 ouɜ uaɜ a. a.ː yæ5 dː r̩ ee ɪu ər5 i̪ ɜ æi u: i.ː t^ o1 ɪ^ '
		    'ai ueiɜ æː ɛɪ eə i. ɴ ie ua2 ɑ1 o4 tʃː o: ɑ: u1 N i̪1 au yæ2 u. qː yəɜ y: kʰ tʃʰ iʊ sx õ uo tʰ '
		    'uai5 bʰ u.ː uə2 ʊə d^ s̪ː yiɜ dʰ r. oe: i1 ɟː yu2 nʲʲ i̪4 uei2 tsʲ ɸ ĩ ɑ4 t̪ː eɑ u4 e: tsː ʈʰ ɡʰ '
		    'ɯɯ dʒʲ ʂʲ X ɵː uaiɜ tɕʲ ã t^ː ẽː yɛ2 cː i.1 ɛʊ dˤdˤ dʒː i4 ɡː yi ɕʲ ɟʰ pʰ dʑʲ yuɜ ua1 ua4 æiː ɐɐ '
		    'ui iou1 ʊː a1 iou4 cʰ iɛ1 yə2 ɖʰ ẽ ʒʲ ää ər4 iːː ɪː iɑ1 ər1 œː øi ɪuː cʰcʰ əː1 iː1 ũ kʰː o̞o̞ xʲ '
		    'ou1 iɛ4 e̞e̞ y1 dzː dʲʲ dʰː ɯᵝɯᵝ lː uo1 i.4 i: yɛ5ʲ a4'
		).split(' '    )
		lowerCAmelCase					:    Any      							= dict(zip(snake_case__ ,					range(len(snake_case__    )    )    )    )

		lowerCAmelCase					:    List[str]      							= {'pad_token': '<pad>', 'unk_token': '<unk>', 'bos_token': '<s>', 'eos_token': '</s>'}

		lowerCAmelCase					:    str      							= os.path.join(self.tmpdirname ,					VOCAB_FILES_NAMES['vocab_file']    )
		with open(self.vocab_file ,					'w' ,					encoding='utf-8'    ) as fp:
			fp.write(json.dumps(snake_case__    ) + '\n'    )



	def 				lowercase     (					self ,					snake_case__ ,					snake_case__=False ,					snake_case__=20 ,					snake_case__=5    ):
		lowerCAmelCase					:    Dict      							= [(i, tokenizer.decode([i] ,					clean_up_tokenization_spaces=snake_case__    )) for i in range(len(snake_case__    )    )]
		lowerCAmelCase					:    Union[str, Any]      							= list(filter(lambda snake_case__    : [t[0]] == tokenizer.encode(t[1] ,					do_phonemize=snake_case__    ) ,					snake_case__    )    )
		if max_length is not None and len(snake_case__    ) > max_length:
			lowerCAmelCase					:    Any      							= toks[:max_length]
		if min_length is not None and len(snake_case__    ) < min_length and len(snake_case__    ) > 0:
			while len(snake_case__    ) < min_length:
				lowerCAmelCase					:    Any      							= toks + toks
        # toks_str = [t[1] for t in toks]
		lowerCAmelCase					:    List[Any]      							= [t[0] for t in toks]

		# Ensure consistency
		lowerCAmelCase					:    Optional[Any]      							= tokenizer.decode(snake_case__ ,					clean_up_tokenization_spaces=snake_case__    )
		if " " not in output_txt and len(snake_case__    ) > 1:
			lowerCAmelCase					:    Optional[Any]      							= (
			    tokenizer.decode([toks_ids[0]] ,					clean_up_tokenization_spaces=snake_case__    )
			    + ' '
			    + tokenizer.decode(toks_ids[1:] ,					clean_up_tokenization_spaces=snake_case__    )
			)
		if with_prefix_space:
			lowerCAmelCase					:    Optional[Any]      							= ' ' + output_txt
		lowerCAmelCase					:    Tuple      							= tokenizer.encode(snake_case__ ,					add_special_tokens=snake_case__    )
		return output_txt, output_ids



	def 				lowercase     (					self ,					**snake_case__    ):
		kwargs.update(self.special_tokens_map    )
		return WavaVecaPhonemeCTCTokenizer.from_pretrained(self.tmpdirname ,					**snake_case__    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Optional[int]      							= self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )

		# check adding a single token
		tokenizer.add_tokens('xxx'    )
		lowerCAmelCase					:    Union[str, Any]      							= tokenizer('m xxx ɪ' ,					do_phonemize=snake_case__    ).input_ids
		self.assertEqual(snake_case__ ,					[13, 392, 17]    )  # xxx should be last token

		tokenizer.add_tokens(['aaa', 'bbb', 'ccc']    )
		lowerCAmelCase					:    List[Any]      							= tokenizer('m aaa ɪ ccc' ,					do_phonemize=snake_case__    ).input_ids
		self.assertEqual(snake_case__ ,					[13, 393, 17, 395]    )  # aaa and ccc should be after xxx and 2 after aaa

		lowerCAmelCase					:    Optional[int]      							= tokenizer('maɪ c' ,					do_phonemize=snake_case__    ).input_ids
		self.assertEqual(snake_case__ ,					[3, 200]    )  # mai should be <unk> (=3)



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Any      							= self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )

		lowerCAmelCase					:    Optional[Any]      							= 'Hello how are you'
		lowerCAmelCase					:    List[str]      							= tokenizer.phonemize(snake_case__ ,					phonemizer_lang='en-us'    )
		self.assertEqual(snake_case__ ,					'h ə l oʊ h aʊ ɑːɹ j uː'    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Dict      							= self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )

		lowerCAmelCase					:    Optional[Any]      							= 'Hello how are you'
		lowerCAmelCase					:    Optional[Any]      							= tokenizer.phonemize(snake_case__ ,					phonemizer_lang='en-us'    )
		self.assertEqual(tokenizer(snake_case__    ).input_ids ,					tokenizer(snake_case__ ,					do_phonemize=snake_case__    ).input_ids    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    str      							= self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )
		lowerCAmelCase					:    Any      							= 'Hello how are you'
		lowerCAmelCase					:    List[str]      							= tokenizer.phonemize(snake_case__ ,					phonemizer_lang='en-us'    )

		lowerCAmelCase					:    Union[str, Any]      							= tokenizer.decode(tokenizer(snake_case__    ).input_ids    )

		self.assertEqual(snake_case__ ,					snake_case__    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Optional[int]      							= self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )

		lowerCAmelCase					:    Dict      							= [
		    [11, 5, 15, tokenizer.pad_token_id, 15, 8, 98],
		    [24, 22, 5, 24, 22, 5, 77],
		]
		lowerCAmelCase					:    Any      							= tokenizer.decode(sample_ids[0]    )
		lowerCAmelCase					:    Any      							= tokenizer.batch_decode(snake_case__    )
		self.assertEqual(snake_case__ ,					batch_tokens[0]    )
		self.assertEqual(snake_case__ ,					['k s ɾ ɾ l ɭʲ', 'j ð s j ð s oːɹ']    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    List[Any]      							= self.tokenizer_class.from_pretrained(
		    'facebook/wav2vec2-lv-60-espeak-cv-ft' ,					word_delimiter_token='|'    )
		tokenizer.add_tokens('|'    )

		lowerCAmelCase					:    Optional[int]      							= 'Hello how are you'
		lowerCAmelCase					:    List[str]      							= tokenizer.phonemize(snake_case__ ,					phonemizer_lang='en-us'    )
		self.assertEqual(snake_case__ ,					'h ə l oʊ | h aʊ | ɑːɹ | j uː |'    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    List[str]      							= self.tokenizer_class.from_pretrained(
		    'facebook/wav2vec2-lv-60-espeak-cv-ft' ,					word_delimiter_token='|'    )
		tokenizer.add_tokens('|'    )

		lowerCAmelCase					:    Any      							= 'Hello how are you'
		lowerCAmelCase					:    List[str]      							= tokenizer.phonemize(snake_case__ ,					phonemizer_lang='en-us'    )
		self.assertEqual(tokenizer(snake_case__    ).input_ids ,					tokenizer(snake_case__ ,					do_phonemize=snake_case__    ).input_ids    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Optional[Any]      							= self.tokenizer_class.from_pretrained(
		    'facebook/wav2vec2-lv-60-espeak-cv-ft' ,					word_delimiter_token='|'    )
		tokenizer.add_tokens('|'    )

		# fmt: off
		lowerCAmelCase					:    Dict      							= [
		    [11, 5, 15, tokenizer.pad_token_id, tokenizer.word_delimiter_token_id, 15, 8, tokenizer.word_delimiter_token_id, 98],
		    [tokenizer.word_delimiter_token_id, 24, 22, tokenizer.word_delimiter_token_id, 5, 24, 22, 5, 77],
		]
		# fmt: on

		# decode with word_del_token filter
		lowerCAmelCase					:    Any      							= tokenizer.decode(sample_ids[0]    )
		lowerCAmelCase					:    Optional[int]      							= tokenizer.batch_decode(snake_case__    )
		self.assertEqual(snake_case__ ,					batch_tokens[0]    )
		self.assertEqual(snake_case__ ,					['k s ɾ ɾ l ɭʲ', 'j ð s j ð s oːɹ']    )

		# decode with no word_del_token filter
		lowerCAmelCase					:    Union[str, Any]      							= tokenizer.decode(sample_ids[0] ,					filter_word_delimiter_token=snake_case__    )
		lowerCAmelCase					:    Any      							= tokenizer.batch_decode(snake_case__ ,					filter_word_delimiter_token=snake_case__    )
		self.assertEqual(snake_case__ ,					batch_tokens[0]    )
		self.assertEqual(snake_case__ ,					['k s ɾ | ɾ l | ɭʲ', '| j ð | s j ð s oːɹ']    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    List[str]      							= self.tokenizer_class.from_pretrained(
		    'facebook/wav2vec2-lv-60-espeak-cv-ft' ,					word_delimiter_token='|'    )
		tokenizer.add_tokens('|'    )

		lowerCAmelCase					:    Dict      							= 'Hello how are you'
		lowerCAmelCase					:    Union[str, Any]      							= tokenizer.phonemize(snake_case__ ,					phonemizer_lang='en-us'    )

		lowerCAmelCase					:    Tuple      							= tokenizer.decode(tokenizer(snake_case__    ).input_ids ,					filter_word_delimiter_token=snake_case__    )

		self.assertEqual(snake_case__ ,					snake_case__    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Optional[int]      							= self.tokenizer_class.from_pretrained(
		    'facebook/wav2vec2-lv-60-espeak-cv-ft' ,					word_delimiter_token='|'    )
		tokenizer.add_tokens('|'    )

		lowerCAmelCase					:    str      							= 'Hello how are you'
		lowerCAmelCase					:    Any      							= tokenizer.phonemize(snake_case__ ,					phonemizer_lang='en-us'    )

		lowerCAmelCase					:    Tuple      							= tokenizer.decode(tokenizer(snake_case__    ).input_ids ,					filter_word_delimiter_token=snake_case__    )

		self.assertEqual(' '.join([p.strip() for p in phonemes.split(' |'    )]    ).strip() ,					snake_case__    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    List[str]      							= self.tokenizer_class.from_pretrained(
		    'facebook/wav2vec2-lv-60-espeak-cv-ft' ,					word_delimiter_token=snake_case__    )
		lowerCAmelCase					:    str      							= 'Hello how are you'

		lowerCAmelCase					:    Dict      							= tokenizer(snake_case__ ,					phonemizer_lang='en-us'    ).input_ids
		lowerCAmelCase					:    Optional[Any]      							= tokenizer(snake_case__ ,					phonemizer_lang='fr-fr'    ).input_ids

		self.assertNotEqual(snake_case__ ,					snake_case__    )

		lowerCAmelCase					:    List[Any]      							= tokenizer.decode(snake_case__    )
		lowerCAmelCase					:    Dict      							= tokenizer.decode(snake_case__    )

		self.assertEqual(snake_case__ ,					'h ə l oʊ h aʊ ɑːɹ j uː'    )
		self.assertEqual(snake_case__ ,					'ɛ l o h aʊ a ʁ j u'    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Union[str, Any]      							= self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )
		lowerCAmelCase					:    List[Any]      							= 'Hello how Are you'
		lowerCAmelCase					:    str      							= 'hello how are you'

		lowerCAmelCase					:    Optional[Any]      							= tokenizer(snake_case__    ).input_ids
		lowerCAmelCase					:    str      							= tokenizer(snake_case__    ).input_ids

		self.assertEqual(snake_case__ ,					snake_case__    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    int      							= self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )
		tokenizer.add_tokens(['!', '?']    )
		tokenizer.add_special_tokens({'cls_token': '$$$'}    )

		# fmt: off
		lowerCAmelCase					:    Optional[int]      							= [
		    [11, 5, 15, tokenizer.pad_token_id, 15, 8, 98, 392, 392, 393, 392, 392, 393, 394, 394],
		    [24, 22, 5, 24, 22, 5, 77, tokenizer.pad_token_id, 394, 394],
		]
		# fmt: on

		lowerCAmelCase					:    Union[str, Any]      							= tokenizer.batch_decode(snake_case__    )
		self.assertEqual(snake_case__ ,					['k s ɾ ɾ l ɭʲ!?!? $$$', 'j ð s j ð s oːɹ $$$']    )



	@staticmethod
	def 				lowercase     (					snake_case__ ,					snake_case__    ):
		lowerCAmelCase					:    Any      							= [d[key] for d in offsets]
		return retrieved_list



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Dict      							= self.get_tokenizer(word_delimiter_token='|'    )
		tokenizer.add_tokens('|'    )

		# fmt: off
		# ksssɾɾ|ɾɾ<pad>ɾɾ|<pad>ɾlll|ɭʲ -> k s ɾ ɾ | ɾ l | ɭʲ"
		lowerCAmelCase					:    List[str]      							= [11, 5, 5, 5, 15, 15, tokenizer.pad_token_id, 15, 15, tokenizer.word_delimiter_token_id, tokenizer.pad_token_id, 15, 8, 8, 8, tokenizer.word_delimiter_token_id, 98]
		# fmt: on

		lowerCAmelCase					:    Optional[int]      							= tokenizer.decode(snake_case__ ,					output_char_offsets=snake_case__ ,					filter_word_delimiter_token=snake_case__    )
		# check Wav2Vec2CTCTokenizerOutput keys for char
		self.assertEqual(len(outputs.keys()    ) ,					2    )
		self.assertTrue('text' in outputs    )
		self.assertTrue('char_offsets' in outputs    )
		self.assertTrue(isinstance(snake_case__ ,					snake_case__    )    )

		# check that order of chars is correct and identical for both outputs
		self.assertEqual(' '.join(self.get_from_offsets(outputs['char_offsets'] ,					'char'    )    ) ,					outputs.text    )
		self.assertListEqual(
		    self.get_from_offsets(outputs['char_offsets'] ,					'char'    ) ,					['k', 's', 'ɾ', 'ɾ', '|', 'ɾ', 'l', '|', 'ɭʲ']    )

		# check that offsets are actually correct for char
		# 0-1 is 11, 1-4 is 5, 4-6 is first 15, 6-7 is <pad> (thus not shown), 7-9 is second 15, 9-10 is word_delimiter_token,
		# 10-11 is <pad> (thus not shown), 11-12 is third 15, 12-15 is 8, 15-16 is word_delimiter_token, 16-17 is 98
		self.assertListEqual(
		    self.get_from_offsets(outputs['char_offsets'] ,					'start_offset'    ) ,					[0, 1, 4, 7, 9, 11, 12, 15, 16]    )
		self.assertListEqual(
		    self.get_from_offsets(outputs['char_offsets'] ,					'end_offset'    ) ,					[1, 4, 6, 9, 10, 12, 15, 16, 17]    )



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Any      							= self.get_tokenizer(word_delimiter_token='|'    )

		def check_list_tuples_equal(snake_case__ ,					snake_case__    ):
			self.assertTrue(isinstance(snake_case__ ,					snake_case__    )    )
			self.assertTrue(isinstance(outputs_list[0] ,					snake_case__    )    )

			# transform list to ModelOutput
			lowerCAmelCase					:    List[Any]      							= WavaVecaPhonemeCTCTokenizerOutput(
			    {k: [d[k] for d in outputs_list] for k in outputs_list[0]}    )

			self.assertListEqual(outputs_batch['text'] ,					outputs_batch_a['text']    )

			def recursive_check(snake_case__ ,					snake_case__    ):
				if isinstance(snake_case__ ,					snake_case__    ):
					[recursive_check(snake_case__ ,					snake_case__    ) for la, la in zip(snake_case__ ,					snake_case__    )]
				self.assertEqual(snake_case__ ,					snake_case__    )

			if "char_offsets" in outputs_batch:
				recursive_check(outputs_batch['char_offsets'] ,					outputs_batch_a['char_offsets']    )

        # fmt: off
		lowerCAmelCase					:    List[str]      							= [
		    [11, 5, 15, tokenizer.pad_token_id, 15, 4, 8, 98, 32, 32, 32, 32, 4, 33, tokenizer.word_delimiter_token_id, 32, 32, 33, 34, 34],
		    [24, 22, 5, tokenizer.word_delimiter_token_id, tokenizer.word_delimiter_token_id, 24, 22, 22, 22, 4, 5, 77, tokenizer.pad_token_id, 22, 22, 4, 34, 34, 34, 34],
		]
		# fmt: on

		# We assume that `decode` works as expected. All we will check now is
		# the output type is correct and the output is identical to `decode`

		# char
		lowerCAmelCase					:    Optional[Any]      							= tokenizer.batch_decode(snake_case__ ,					output_char_offsets=snake_case__    )
		lowerCAmelCase					:    Union[str, Any]      							= [tokenizer.decode(snake_case__ ,					output_char_offsets=snake_case__    ) for ids in sample_ids]
		check_list_tuples_equal(snake_case__ ,					snake_case__    )



	@unittest.skip('Wav2Vec2PhonemeTokenizer always lower cases letters to correctly map to phonemes'    )
	def 				lowercase     (					self    ):
		pass



	@unittest.skip('Wav2Vec2PhonemeTokenizer always puts spaces between phonemes'    )
	def 				lowercase     (					self    ):
		pass



	@unittest.skip('encodes to text to ids, but decodes ids to phonemes -> not possible to have internal consistency'    )
	def 				lowercase     (					self    ):
		pass



	@unittest.skip('Wav2Vec2PhonemeModel has no max model length => no testing'    )
	def 				lowercase     (					self    ):
		pass



	def 				lowercase     (					self    ):
		lowerCAmelCase					:    Dict      							= self.get_tokenizers(do_lower_case=snake_case__    )
		for tokenizer in tokenizers:
			with self.subTest(f"{tokenizer.__class__.__name__}"    ):
				lowerCAmelCase					:    Tuple      							= tokenizer.vocab_size
				lowerCAmelCase					:    Union[str, Any]      							= len(snake_case__    )

				self.assertNotEqual(snake_case__ ,					0    )

				# We usually have added tokens from the start in tests because our vocab fixtures are
				# smaller than the original vocabs - let's not assert this
				# self.assertEqual(vocab_size, all_size)

				lowerCAmelCase					:    Union[str, Any]      							= ['aaaaa bbbbbb', 'cccccccccdddddddd']
				lowerCAmelCase					:    Optional[Any]      							= tokenizer.add_tokens(snake_case__    )
				lowerCAmelCase					:    Tuple      							= tokenizer.vocab_size
				lowerCAmelCase					:    Optional[int]      							= len(snake_case__    )

				self.assertNotEqual(snake_case__ ,					0    )
				self.assertEqual(snake_case__ ,					snake_case__    )
				self.assertEqual(snake_case__ ,					len(snake_case__    )    )
				self.assertEqual(snake_case__ ,					all_size + len(snake_case__    )    )

				lowerCAmelCase					:    Union[str, Any]      							= tokenizer.encode('aaaaa bbbbbb low cccccccccdddddddd l' ,					add_special_tokens=snake_case__    )

				self.assertGreaterEqual(len(snake_case__    ) ,					4    )
				self.assertGreater(tokens[0] ,					tokenizer.vocab_size - 1    )
				self.assertGreater(tokens[-3] ,					tokenizer.vocab_size - 1    )

				lowerCAmelCase					:    int      							= {'eos_token': '>>>>|||<||<<|<<', 'pad_token': '<<<<<|||>|>>>>|>'}
				lowerCAmelCase					:    Dict      							= tokenizer.add_special_tokens(snake_case__    )
				lowerCAmelCase					:    str      							= tokenizer.vocab_size
				lowerCAmelCase					:    int      							= len(snake_case__    )

				self.assertNotEqual(snake_case__ ,					0    )
				self.assertEqual(snake_case__ ,					snake_case__    )
				self.assertEqual(snake_case__ ,					len(snake_case__    )    )
				self.assertEqual(snake_case__ ,					all_size_a + len(snake_case__    )    )

				lowerCAmelCase					:    Union[str, Any]      							= tokenizer.encode(
				    '>>>>|||<||<<|<< aaaaabbbbbb low cccccccccdddddddd <<<<<|||>|>>>>|> l' ,					add_special_tokens=snake_case__    )

				self.assertGreaterEqual(len(snake_case__    ) ,					6    )
				self.assertGreater(tokens[0] ,					tokenizer.vocab_size - 1    )
				self.assertGreater(tokens[0] ,					tokens[1]    )
				self.assertGreater(tokens[-3] ,					tokenizer.vocab_size - 1    )
				self.assertGreater(tokens[-3] ,					tokens[-4]    )
				self.assertEqual(tokens[0] ,					tokenizer.eos_token_id    )
				self.assertEqual(tokens[-3] ,					tokenizer.pad_token_id    )



	@unittest.skip('The tokenizer shouldn\'t be used to encode input IDs (except for labels), only to decode.'    )
	def 				lowercase     (					self    ):
		pass



	@unittest.skip('The tokenizer shouldn\'t be used to encode input IDs (except for labels), only to decode.'    )
	def 				lowercase     (					self    ):
		pass



	def 				lowercase     (					self    ):
		# The default common tokenizer tests assumes that the output of `convert_tokens_to_string` is a string which
		# is not the case for Wav2Vec2PhonemeCTCTokenizer.
		lowerCAmelCase					:    Optional[int]      							= self.get_tokenizers(fast=snake_case__ ,					do_lower_case=snake_case__    )
		for tokenizer in tokenizers:
			with self.subTest(f"{tokenizer.__class__.__name__}"    ):
				lowerCAmelCase					:    Optional[Any]      							= ['ð', 'ɪ', 's', 'ɪ', 'z', 'ɐ', 't', 'ɛ', 'k', 's', 't']
				lowerCAmelCase					:    List[str]      							= tokenizer.convert_tokens_to_string(snake_case__    )

				self.assertIsInstance(output['text'] ,					snake_case__    )




'''simple docstring'''




def 			__UpperCamelCase    (    _A    :				int				)    ->      bool:




	"""simple docstring"""





	return number & 1 == 0


if __name__ == "__main__":
				import doctest

				doctest.testmod()
