
'''simple docstring'''
from ...utils import is_transformers_available
from .pipeline_latent_diffusion_superresolution import LDMSuperResolutionPipeline


if is_transformers_available():
						from .pipeline_latent_diffusion import LDMBertModel, LDMTextToImagePipeline




'''simple docstring'''
import os
import tempfile
import unittest
from typing import List

from transformers.models.esm.tokenization_esm import VOCAB_FILES_NAMES, EsmTokenizer
from transformers.testing_utils import require_tokenizers
from transformers.tokenization_utils import PreTrainedTokenizer
from transformers.tokenization_utils_base import PreTrainedTokenizerBase






@require_tokenizers
class      snake_case__    (	unittest.TestCase ):







		"""simple docstring"""

		lowerCamelCase							=		EsmTokenizer



		def 	lowerCAmelCase							(	self							:       List[Any]	)		->       Any:






				"""simple docstring"""







				super().setUp()
				snake_case   :    Optional[int]			       =		tempfile.mkdtemp()
				# fmt: off
				snake_case   :    List[str]			       =		["<cls>", "<pad>", "<eos>", "<unk>", "L", "A", "G", "V", "S", "E", "R", "T", "I", "D", "P", "K", "Q", "N", "F", "Y", "M", "H", "W", "C", "X", "B", "U", "Z", "O", ".", "-", "<null_1>", "<mask>"]  # noqa: E501
				# fmt: on
				snake_case   :    List[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 	lowerCAmelCase							(	self							:       str   ,     **UpperCamelCase__							:       Union[str, Any]	)		->       List[PreTrainedTokenizerBase]:






				"""simple docstring"""







				return [self.get_tokenizer(**UpperCamelCase__	)]



		def 	lowerCAmelCase							(	self							:       Union[str, Any]   ,     **UpperCamelCase__							:       Tuple	)		->       PreTrainedTokenizer:






				"""simple docstring"""







				return self.tokenizer_class.from_pretrained(self.tmpdirname   ,     **UpperCamelCase__	)



		def 	lowerCAmelCase							(	self							:       List[str]	)		->       Tuple:






				"""simple docstring"""







				snake_case   :    str			       =		self.tokenizer_class(self.vocab_file	)

				snake_case   :    Optional[int]			       =		tokenizer.tokenize('''LAGVS'''	)
				self.assertListEqual(UpperCamelCase__   ,     ['''L''', '''A''', '''G''', '''V''', '''S''']	)
				self.assertListEqual(tokenizer.convert_tokens_to_ids(UpperCamelCase__	)   ,     [4, 5, 6, 7, 8]	)



		def 	lowerCAmelCase							(	self							:       List[Any]	)		->       int:






				"""simple docstring"""







				snake_case   :    Dict			       =		self.tokenizer_class(self.vocab_file	)

				snake_case   :    List[Any]			       =		'''LAGVS'''
				self.assertListEqual(tokenizer.encode(UpperCamelCase__	)   ,     [0, 4, 5, 6, 7, 8, 2]	)



		def 	lowerCAmelCase							(	self							:       List[str]	)		->       int:






				"""simple docstring"""







				snake_case   :    Union[str, Any]			       =		self.tokenizer_class(self.vocab_file	)

				snake_case   :    int			       =		['''LAGVS''', '''WCB''']
				snake_case   :    List[str]			       =		tokenizer(UpperCamelCase__   ,     padding=UpperCamelCase__	)['''input_ids''']

				self.assertListEqual(UpperCamelCase__   ,     [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2]]	)



		def 	lowerCAmelCase							(	self							:       int	)		->       List[str]:






				"""simple docstring"""







				snake_case   :    Dict			       =		self.tokenizer_class(self.vocab_file	)

				snake_case   :    List[str]			       =		['''LAGVS''', '''WCB''']
				snake_case   :    Any			       =		tokenizer(UpperCamelCase__   ,     padding=UpperCamelCase__	)['''input_ids''']

				self.assertListEqual(UpperCamelCase__   ,     [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2, 1, 1]]	)



		def 	lowerCAmelCase							(	self							:       Any	)		->       int:






				"""simple docstring"""







				snake_case   :    List[str]			       =		self.get_tokenizers(fast=UpperCamelCase__	)
				for tokenizer in tokenizers:
						with self.subTest(f'{tokenizer.__class__.__name__}'	):
								snake_case   :    int			       =		'''<unk>'''
								snake_case   :    int			       =		'''<mask>'''

								snake_case   :    Any			       =		tokenizer.tokenize(UpperCamelCase__	)
								snake_case   :    Any			       =		tokenizer.tokenize(UpperCamelCase__	)

								self.assertEqual(len(UpperCamelCase__	)   ,     1	)
								self.assertEqual(len(UpperCamelCase__	)   ,     1	)
								self.assertEqual(token_a[0]   ,     UpperCamelCase__	)
								self.assertEqual(token_a[0]   ,     UpperCamelCase__	)


