





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 	_UpperCAmelCase						( unittest.TestCase			,							_lowercase       ):




					def 						snake_case_		(    self							)    ->	Any:
							UpperCamelCase__								=						load_tool("""image-question-answering"""							)
							self.tool.setup()
							UpperCamelCase__								=						load_tool("""image-question-answering"""     ,   remote=__lowerCAmelCase							)




					def 						snake_case_		(    self							)    ->	List[str]:
							UpperCamelCase__								=						Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""							)							) / """000000039769.png"""							)
							UpperCamelCase__								=						self.tool(__lowerCAmelCase     ,   """How many cats are sleeping on the couch?"""							)
							self.assertEqual(__lowerCAmelCase     ,   """2"""							)




					def 						snake_case_		(    self							)    ->	List[str]:
							UpperCamelCase__								=						Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""							)							) / """000000039769.png"""							)
							UpperCamelCase__								=						self.remote_tool(__lowerCAmelCase     ,   """How many cats are sleeping on the couch?"""							)
							self.assertEqual(__lowerCAmelCase     ,   """2"""							)




					def 						snake_case_		(    self							)    ->	Dict:
							UpperCamelCase__								=						Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""							)							) / """000000039769.png"""							)
							UpperCamelCase__								=						self.tool(image=__lowerCAmelCase     ,   question="""How many cats are sleeping on the couch?"""							)
							self.assertEqual(__lowerCAmelCase     ,   """2"""							)




					def 						snake_case_		(    self							)    ->	int:
							UpperCamelCase__								=						Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""							)							) / """000000039769.png"""							)
							UpperCamelCase__								=						self.remote_tool(image=__lowerCAmelCase     ,   question="""How many cats are sleeping on the couch?"""							)
							self.assertEqual(__lowerCAmelCase     ,   """2"""							)












from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


__lowerCAmelCase 	=      {"configuration_visual_bert": ["VISUAL_BERT_PRETRAINED_CONFIG_ARCHIVE_MAP", "VisualBertConfig"]}

try:
				if not is_torch_available():
								raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
				pass
else:
				__lowerCAmelCase 	=      [
				    "VISUAL_BERT_PRETRAINED_MODEL_ARCHIVE_LIST",
				    "VisualBertForMultipleChoice",
				    "VisualBertForPreTraining",
				    "VisualBertForQuestionAnswering",
				    "VisualBertForRegionToPhraseAlignment",
				    "VisualBertForVisualReasoning",
				    "VisualBertLayer",
				    "VisualBertModel",
				    "VisualBertPreTrainedModel",
				]


if TYPE_CHECKING:
				from .configuration_visual_bert import VISUAL_BERT_PRETRAINED_CONFIG_ARCHIVE_MAP, VisualBertConfig

				try:
								if not is_torch_available():
												raise OptionalDependencyNotAvailable()
				except OptionalDependencyNotAvailable:
								pass
				else:
								from .modeling_visual_bert import (
								    VISUAL_BERT_PRETRAINED_MODEL_ARCHIVE_LIST,
								    VisualBertForMultipleChoice,
								    VisualBertForPreTraining,
								    VisualBertForQuestionAnswering,
								    VisualBertForRegionToPhraseAlignment,
								    VisualBertForVisualReasoning,
								    VisualBertLayer,
								    VisualBertModel,
								    VisualBertPreTrainedModel,
								)


else:
				import sys

				__lowerCAmelCase 	=      _LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)





