"""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_    (			lowerCAmelCase     ,    unittest.TestCase					):



				"""simple docstring"""
				_lowerCAmelCase     :    int			  =						WavaVecaPhonemeCTCTokenizer
				_lowerCAmelCase     :    Tuple			  =						False

				def 		snake_case (				self    ):






										"""simple docstring"""

										super().setUp()

										snake_case								=			(
										    '<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(' '    )
										snake_case								=			dict(zip(lowerCAmelCase		,    range(len(lowerCAmelCase    )    )    )    )

										snake_case								=			{'pad_token': '<pad>', 'unk_token': '<unk>', 'bos_token': '<s>', 'eos_token': '</s>'}

										snake_case								=			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(lowerCAmelCase    ) + '\n'    )

				def 		snake_case (				self		,    lowerCAmelCase		,    lowerCAmelCase=False		,    lowerCAmelCase=20		,    lowerCAmelCase=5    ):






										"""simple docstring"""

										snake_case								=			[(i, tokenizer.decode([i]		,    clean_up_tokenization_spaces=lowerCAmelCase    )) for i in range(len(lowerCAmelCase    )    )]
										snake_case								=			list(filter(lambda lowerCAmelCase    : [t[0]] == tokenizer.encode(t[1]		,    do_phonemize=lowerCAmelCase    )		,    lowerCAmelCase    )    )
										if max_length is not None and len(lowerCAmelCase    ) > max_length:
																snake_case								=			toks[:max_length]
										if min_length is not None and len(lowerCAmelCase    ) < min_length and len(lowerCAmelCase    ) > 0:
																while len(lowerCAmelCase    ) < min_length:
																						snake_case								=			toks + toks
        # toks_str = [t[1] for t in toks]
										snake_case								=			[t[0] for t in toks]

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

				def 		snake_case (				self		,    **lowerCAmelCase    ):






										"""simple docstring"""

										kwargs.update(self.special_tokens_map    )
										return WavaVecaPhonemeCTCTokenizer.from_pretrained(self.tmpdirname		,    **lowerCAmelCase    )

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )

										# check adding a single token
										tokenizer.add_tokens('xxx'    )
										snake_case								=			tokenizer('m xxx ɪ'		,    do_phonemize=lowerCAmelCase    ).input_ids
										self.assertEqual(lowerCAmelCase		,    [13, 3_92, 17]    )  # xxx should be last token

										tokenizer.add_tokens(['aaa', 'bbb', 'ccc']    )
										snake_case								=			tokenizer('m aaa ɪ ccc'		,    do_phonemize=lowerCAmelCase    ).input_ids
										self.assertEqual(lowerCAmelCase		,    [13, 3_93, 17, 3_95]    )  # aaa and ccc should be after xxx and 2 after aaa

										snake_case								=			tokenizer('maɪ c'		,    do_phonemize=lowerCAmelCase    ).input_ids
										self.assertEqual(lowerCAmelCase		,    [3, 2_00]    )  # mai should be <unk> (=3)

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )

										snake_case								=			'Hello how are you'
										snake_case								=			tokenizer.phonemize(lowerCAmelCase		,    phonemizer_lang='en-us'    )
										self.assertEqual(lowerCAmelCase		,    'h ə l oʊ h aʊ ɑːɹ j uː'    )

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )

										snake_case								=			'Hello how are you'
										snake_case								=			tokenizer.phonemize(lowerCAmelCase		,    phonemizer_lang='en-us'    )
										self.assertEqual(tokenizer(lowerCAmelCase    ).input_ids		,    tokenizer(lowerCAmelCase		,    do_phonemize=lowerCAmelCase    ).input_ids    )

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )
										snake_case								=			'Hello how are you'
										snake_case								=			tokenizer.phonemize(lowerCAmelCase		,    phonemizer_lang='en-us'    )

										snake_case								=			tokenizer.decode(tokenizer(lowerCAmelCase    ).input_ids    )

										self.assertEqual(lowerCAmelCase		,    lowerCAmelCase    )

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )

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

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained(
										    'facebook/wav2vec2-lv-60-espeak-cv-ft'		,    word_delimiter_token='|'    )
										tokenizer.add_tokens('|'    )

										snake_case								=			'Hello how are you'
										snake_case								=			tokenizer.phonemize(lowerCAmelCase		,    phonemizer_lang='en-us'    )
										self.assertEqual(lowerCAmelCase		,    'h ə l oʊ | h aʊ | ɑːɹ | j uː |'    )

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained(
										    'facebook/wav2vec2-lv-60-espeak-cv-ft'		,    word_delimiter_token='|'    )
										tokenizer.add_tokens('|'    )

										snake_case								=			'Hello how are you'
										snake_case								=			tokenizer.phonemize(lowerCAmelCase		,    phonemizer_lang='en-us'    )
										self.assertEqual(tokenizer(lowerCAmelCase    ).input_ids		,    tokenizer(lowerCAmelCase		,    do_phonemize=lowerCAmelCase    ).input_ids    )

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained(
										    'facebook/wav2vec2-lv-60-espeak-cv-ft'		,    word_delimiter_token='|'    )
										tokenizer.add_tokens('|'    )

										# fmt: off
										snake_case								=			[
										    [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
										snake_case								=			tokenizer.decode(sample_ids[0]    )
										snake_case								=			tokenizer.batch_decode(lowerCAmelCase    )
										self.assertEqual(lowerCAmelCase		,    batch_tokens[0]    )
										self.assertEqual(lowerCAmelCase		,    ['k s ɾ ɾ l ɭʲ', 'j ð s j ð s oːɹ']    )

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

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained(
										    'facebook/wav2vec2-lv-60-espeak-cv-ft'		,    word_delimiter_token='|'    )
										tokenizer.add_tokens('|'    )

										snake_case								=			'Hello how are you'
										snake_case								=			tokenizer.phonemize(lowerCAmelCase		,    phonemizer_lang='en-us'    )

										snake_case								=			tokenizer.decode(tokenizer(lowerCAmelCase    ).input_ids		,    filter_word_delimiter_token=lowerCAmelCase    )

										self.assertEqual(lowerCAmelCase		,    lowerCAmelCase    )

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained(
										    'facebook/wav2vec2-lv-60-espeak-cv-ft'		,    word_delimiter_token='|'    )
										tokenizer.add_tokens('|'    )

										snake_case								=			'Hello how are you'
										snake_case								=			tokenizer.phonemize(lowerCAmelCase		,    phonemizer_lang='en-us'    )

										snake_case								=			tokenizer.decode(tokenizer(lowerCAmelCase    ).input_ids		,    filter_word_delimiter_token=lowerCAmelCase    )

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

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained(
										    'facebook/wav2vec2-lv-60-espeak-cv-ft'		,    word_delimiter_token=lowerCAmelCase    )
										snake_case								=			'Hello how are you'

										snake_case								=			tokenizer(lowerCAmelCase		,    phonemizer_lang='en-us'    ).input_ids
										snake_case								=			tokenizer(lowerCAmelCase		,    phonemizer_lang='fr-fr'    ).input_ids

										self.assertNotEqual(lowerCAmelCase		,    lowerCAmelCase    )

										snake_case								=			tokenizer.decode(lowerCAmelCase    )
										snake_case								=			tokenizer.decode(lowerCAmelCase    )

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

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.tokenizer_class.from_pretrained('facebook/wav2vec2-lv-60-espeak-cv-ft'    )
										snake_case								=			'Hello how Are you'
										snake_case								=			'hello how are you'

										snake_case								=			tokenizer(lowerCAmelCase    ).input_ids
										snake_case								=			tokenizer(lowerCAmelCase    ).input_ids

										self.assertEqual(lowerCAmelCase		,    lowerCAmelCase    )

				def 		snake_case (				self    ):






										"""simple docstring"""

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

										# fmt: off
										snake_case								=			[
										    [11, 5, 15, tokenizer.pad_token_id, 15, 8, 98, 3_92, 3_92, 3_93, 3_92, 3_92, 3_93, 3_94, 3_94],
										    [24, 22, 5, 24, 22, 5, 77, tokenizer.pad_token_id, 3_94, 3_94],
										]
										# fmt: on

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

				@staticmethod
				def 		snake_case (				lowerCAmelCase		,    lowerCAmelCase    ):






										"""simple docstring"""

										snake_case								=			[d[key] for d in offsets]
										return retrieved_list

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			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"
										snake_case								=			[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

										snake_case								=			tokenizer.decode(lowerCAmelCase		,    output_char_offsets=lowerCAmelCase		,    filter_word_delimiter_token=lowerCAmelCase    )
										# 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(lowerCAmelCase		,    lowerCAmelCase    )    )

										# 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 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.get_tokenizer(word_delimiter_token='|'    )

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

																# transform list to ModelOutput
																snake_case								=			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(lowerCAmelCase		,    lowerCAmelCase    ):
																						if isinstance(lowerCAmelCase		,    lowerCAmelCase    ):
																												[recursive_check(lowerCAmelCase		,    lowerCAmelCase    ) for la, la in zip(lowerCAmelCase		,    lowerCAmelCase    )]
																						self.assertEqual(lowerCAmelCase		,    lowerCAmelCase    )

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

        # fmt: off
										snake_case								=			[
										    [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
										snake_case								=			tokenizer.batch_decode(lowerCAmelCase		,    output_char_offsets=lowerCAmelCase    )
										snake_case								=			[tokenizer.decode(lowerCAmelCase		,    output_char_offsets=lowerCAmelCase    ) for ids in sample_ids]
										check_list_tuples_equal(lowerCAmelCase		,    lowerCAmelCase    )

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






										"""simple docstring"""

										pass

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






										"""simple docstring"""

										pass

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






										"""simple docstring"""

										pass

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






										"""simple docstring"""

										pass

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.get_tokenizers(do_lower_case=lowerCAmelCase    )
										for tokenizer in tokenizers:
																with self.subTest(F"""{tokenizer.__class__.__name__}"""    ):
																						snake_case								=			tokenizer.vocab_size
																						snake_case								=			len(lowerCAmelCase    )

																						self.assertNotEqual(lowerCAmelCase		,    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)

																						snake_case								=			['aaaaa bbbbbb', 'cccccccccdddddddd']
																						snake_case								=			tokenizer.add_tokens(lowerCAmelCase    )
																						snake_case								=			tokenizer.vocab_size
																						snake_case								=			len(lowerCAmelCase    )

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

																						snake_case								=			tokenizer.encode('aaaaa bbbbbb low cccccccccdddddddd l'		,    add_special_tokens=lowerCAmelCase    )

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

																						snake_case								=			{'eos_token': '>>>>|||<||<<|<<', 'pad_token': '<<<<<|||>|>>>>|>'}
																						snake_case								=			tokenizer.add_special_tokens(lowerCAmelCase    )
																						snake_case								=			tokenizer.vocab_size
																						snake_case								=			len(lowerCAmelCase    )

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

																						snake_case								=			tokenizer.encode(
																						    '>>>>|||<||<<|<< aaaaabbbbbb low cccccccccdddddddd <<<<<|||>|>>>>|> l'		,    add_special_tokens=lowerCAmelCase    )

																						self.assertGreaterEqual(len(lowerCAmelCase    )		,    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 		snake_case (				self    ):






										"""simple docstring"""

										pass

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






										"""simple docstring"""

										pass

				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			self.get_tokenizers(fast=lowerCAmelCase		,    do_lower_case=lowerCAmelCase    )
										for tokenizer in tokenizers:
																with self.subTest(F"""{tokenizer.__class__.__name__}"""    ):
																						snake_case								=			['ð', 'ɪ', 's', 'ɪ', 'z', 'ɐ', 't', 'ɛ', 'k', 's', 't']
																						snake_case								=			tokenizer.convert_tokens_to_string(lowerCAmelCase    )

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



"""simple docstring"""
import math





def    lowerCAmelCase__    (			_UpperCamelCase       :				int					)					->				bool:





						"""simple docstring"""






						return math.sqrt(_UpperCamelCase					) * math.sqrt(_UpperCamelCase					) == num





def    lowerCAmelCase__    (			_UpperCamelCase       :				int					)					->				bool:





						"""simple docstring"""






						snake_case								=			0
						snake_case								=			n
						while left <= right:
												snake_case								=			(left + right) // 2
												if mid**2 == n:
																		return True
												elif mid**2 > n:
																		snake_case								=			mid - 1
												else:
																		snake_case								=			mid + 1
						return False


if __name__ == "__main__":
					import doctest

					doctest.testmod()


