
import os
import unittest

from transformers import LxmertTokenizer, LxmertTokenizerFast
from transformers.models.bert.tokenization_bert import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin





@require_tokenizers
class       _lowerCAmelCase   (      __a   , unittest.TestCase			):
				_lowercase     						=LxmertTokenizer
				_lowercase     						=LxmertTokenizerFast
				_lowercase     						=True
				_lowercase     						=True




				def 	__a		(   self	)							-> Optional[Any]:
							super().setUp()

							lowerCAmelCase_         =      [
							    "[UNK]",
							    "[CLS]",
							    "[SEP]",
							    "want",
							    "##want",
							    "##ed",
							    "wa",
							    "un",
							    "runn",
							    "##ing",
							    ",",
							    "low",
							    "lowest",
							]
							lowerCAmelCase_         =      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 	__a		(   self							,							_UpperCamelCase	)							-> int:
							lowerCAmelCase_         =      "UNwant\u00E9d,running"
							lowerCAmelCase_         =      "unwanted, running"
							return input_text, output_text




				def 	__a		(   self	)							-> Tuple:
							lowerCAmelCase_         =      self.tokenizer_class(self.vocab_file	)

							lowerCAmelCase_         =      tokenizer.tokenize("UNwant\u00E9d,running"	)
							self.assertListEqual(_UpperCamelCase							,							["un", "##want", "##ed", ",", "runn", "##ing"]	)
							self.assertListEqual(tokenizer.convert_tokens_to_ids(_UpperCamelCase	)							,							[7, 4, 5, 10, 8, 9]	)




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

							lowerCAmelCase_         =      self.get_tokenizer()
							lowerCAmelCase_         =      self.get_rust_tokenizer()

							lowerCAmelCase_         =      "I was born in 92000, and this is falsé."

							lowerCAmelCase_         =      tokenizer.tokenize(_UpperCamelCase	)
							lowerCAmelCase_         =      rust_tokenizer.tokenize(_UpperCamelCase	)
							self.assertListEqual(_UpperCamelCase							,							_UpperCamelCase	)

							lowerCAmelCase_         =      tokenizer.encode(_UpperCamelCase							,							add_special_tokens=_UpperCamelCase	)
							lowerCAmelCase_         =      rust_tokenizer.encode(_UpperCamelCase							,							add_special_tokens=_UpperCamelCase	)
							self.assertListEqual(_UpperCamelCase							,							_UpperCamelCase	)

							lowerCAmelCase_         =      self.get_rust_tokenizer()
							lowerCAmelCase_         =      tokenizer.encode(_UpperCamelCase	)
							lowerCAmelCase_         =      rust_tokenizer.encode(_UpperCamelCase	)
							self.assertListEqual(_UpperCamelCase							,							_UpperCamelCase	)





from dataclasses import dataclass
from enum import Enum
from typing import List, Optional, Union

import numpy as np
import PIL
from PIL import Image

from ...utils import BaseOutput, is_torch_available, is_transformers_available





@dataclass
class       _lowerCAmelCase   (      __a			):
				_lowercase     						=42
				_lowercase     						=42


if is_transformers_available() and is_torch_available():
			from .pipeline_semantic_stable_diffusion import SemanticStableDiffusionPipeline



