

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     lowerCamelCase_			(  unittest.TestCase  ):
	_lowercase		:      List[str]    				=							EsmTokenizer




	def 					lowerCAmelCase_					(    self	:    List[Any]       ):
		super().setUp()
		__A   : Dict								= tempfile.mkdtemp()
		# fmt: off
		__A   : 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
		__A   : int								= 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	:    Dict				,			**__A	:    int       ):
		return [self.get_tokenizer(**__A       )]




	def 					lowerCAmelCase_					(    self	:    Optional[int]				,			**__A	:    List[Any]       ):
		return self.tokenizer_class.from_pretrained(self.tmpdirname				,			**__A       )




	def 					lowerCAmelCase_					(    self	:    List[str]       ):
		__A   : Union[str, Any]								= self.tokenizer_class(self.vocab_file       )

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




	def 					lowerCAmelCase_					(    self	:    str       ):
		__A   : Union[str, Any]								= self.tokenizer_class(self.vocab_file       )

		__A   : int								= """LAGVS"""
		self.assertListEqual(tokenizer.encode(__A       )				,			[0, 4, 5, 6, 7, 8, 2]       )




	def 					lowerCAmelCase_					(    self	:    Dict       ):
		__A   : str								= self.tokenizer_class(self.vocab_file       )

		__A   : Tuple								= ["""LAGVS""", """WCB"""]
		__A   : str								= tokenizer(__A				,			padding=__A       )["""input_ids"""]

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




	def 					lowerCAmelCase_					(    self	:    List[Any]       ):
		__A   : Dict								= self.tokenizer_class(self.vocab_file       )

		__A   : Any								= ["""LAGVS""", """WCB"""]
		__A   : str								= tokenizer(__A				,			padding=__A       )["""input_ids"""]

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




	def 					lowerCAmelCase_					(    self	:    List[str]       ):
		__A   : Optional[int]								= self.get_tokenizers(fast=__A       )
		for tokenizer in tokenizers:
			with self.subTest(F"""{tokenizer.__class__.__name__}"""       ):
				__A   : Any								= """<unk>"""
				__A   : str								= """<mask>"""

				__A   : Optional[Any]								= tokenizer.tokenize(__A       )
				__A   : str								= tokenizer.tokenize(__A       )

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








import unittest
from pathlib import Path

from transformers import is_vision_available, load_tool
from transformers.testing_utils import get_tests_dir

from .test_tools_common import ToolTesterMixin


if is_vision_available():
			from PIL import Image






class     lowerCamelCase_			(  unittest.TestCase	,			_lowercase  ):




	def 					lowerCAmelCase_					(    self	:    Dict       ):
		__A   : str								= load_tool("""image-captioning"""       )
		self.tool.setup()
		__A   : Dict								= load_tool("""image-captioning"""				,			remote=__A       )




	def 					lowerCAmelCase_					(    self	:    Optional[int]       ):
		__A   : List[Any]								= Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""       )       ) / """000000039769.png"""       )
		__A   : Optional[Any]								= self.tool(__A       )
		self.assertEqual(__A				,			"""two cats sleeping on a couch"""       )




	def 					lowerCAmelCase_					(    self	:    Dict       ):
		__A   : Any								= Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""       )       ) / """000000039769.png"""       )
		__A   : List[str]								= self.remote_tool(__A       )
		self.assertEqual(__A				,			"""two cats sleeping on a couch"""       )




	def 					lowerCAmelCase_					(    self	:    Union[str, Any]       ):
		__A   : Optional[Any]								= Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""       )       ) / """000000039769.png"""       )
		__A   : str								= self.tool(image=__A       )
		self.assertEqual(__A				,			"""two cats sleeping on a couch"""       )




	def 					lowerCAmelCase_					(    self	:    str       ):
		__A   : Dict								= Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""       )       ) / """000000039769.png"""       )
		__A   : List[Any]								= self.remote_tool(image=__A       )
		self.assertEqual(__A				,			"""two cats sleeping on a couch"""       )





