






from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding


class       __lowercase      (	lowercase_  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				["image_processor", "tokenizer"]
     SCREAMING_SNAKE_CASE   						=				"AutoImageProcessor"
     SCREAMING_SNAKE_CASE   						=				"AutoTokenizer"




     def __init__(				self       :			str ,	UpperCamelCase_       :			Any ,	UpperCamelCase_       :			str				):


         """simple docstring"""



         super().__init__(UpperCamelCase_ ,	UpperCamelCase_				)
         __A         =	self.image_processor




     def __call__(				self       :			Optional[Any] ,	UpperCamelCase_       :			Optional[Any]=None ,	UpperCamelCase_       :			Any=None ,	UpperCamelCase_       :			List[Any]=None ,	**UpperCamelCase_       :			int				):


         """simple docstring"""



         if text is None and images is None:
             raise ValueError("""You have to specify either text or images. Both cannot be none."""				)

         if text is not None:
             __A         =	self.tokenizer(UpperCamelCase_ ,	return_tensors=UpperCamelCase_ ,	**UpperCamelCase_				)

         if images is not None:
             __A         =	self.image_processor(UpperCamelCase_ ,	return_tensors=UpperCamelCase_ ,	**UpperCamelCase_				)

         if text is not None and images is not None:
             __A         =	image_features.pixel_values
             return encoding
         elif text is not None:
             return encoding
         else:
             return BatchEncoding(data=dict(**UpperCamelCase_				) ,	tensor_type=UpperCamelCase_				)




     def 		lowerCAmelCase_     (				self       :			List[str] ,	*UpperCamelCase_       :			Tuple ,	**UpperCamelCase_       :			List[str]				):


         """simple docstring"""



         return self.tokenizer.batch_decode(*UpperCamelCase_ ,	**UpperCamelCase_				)




     def 		lowerCAmelCase_     (				self       :			Any ,	*UpperCamelCase_       :			int ,	**UpperCamelCase_       :			Tuple				):


         """simple docstring"""



         return self.tokenizer.decode(*UpperCamelCase_ ,	**UpperCamelCase_				)





     @property
     def 		lowerCAmelCase_     (				self       :			Optional[Any]				):


         """simple docstring"""



         return ["input_ids", "attention_mask", "pixel_values"]












import unittest

from transformers.testing_utils import CaptureStdout
from transformers.tools.python_interpreter import evaluate



def 			_SCREAMING_SNAKE_CASE						( __lowercase   :			Optional[int]    )						->      List[str]:





    """simple docstring"""

    return x + 2






class       __lowercase      (	unittest.TestCase  ):







     '''simple docstring'''




     def 		lowerCAmelCase_     (				self       :			List[Any]				):


         """simple docstring"""



         __A         =	"""x = 3"""
         __A         =	{}
         __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         assert result == 3
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3}				)

         __A         =	"""x = y"""
         __A         =	{"""y""": 5}
         __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         # evaluate returns the value of the last assignment.
         assert result == 5
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 5, """y""": 5}				)




     def 		lowerCAmelCase_     (				self       :			List[Any]				):


         """simple docstring"""



         __A         =	"""y = add_two(x)"""
         __A         =	{"""x""": 3}
         __A         =	evaluate(UpperCamelCase_ ,	{"""add_two""": add_two} ,	state=UpperCamelCase_				)
         assert result == 5
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """y""": 5}				)

         # Won't work without the tool
         with CaptureStdout() as out:
             __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         assert result is None
         assert "tried to execute add_two" in out.out




     def 		lowerCAmelCase_     (				self       :			Optional[Any]				):


         """simple docstring"""



         __A         =	"""x = 3"""
         __A         =	{}
         __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         assert result == 3
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3}				)




     def 		lowerCAmelCase_     (				self       :			Any				):


         """simple docstring"""



         __A         =	"""test_dict = {'x': x, 'y': add_two(x)}"""
         __A         =	{"""x""": 3}
         __A         =	evaluate(UpperCamelCase_ ,	{"""add_two""": add_two} ,	state=UpperCamelCase_				)
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """y""": 5}				)
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """test_dict""": {"""x""": 3, """y""": 5}}				)




     def 		lowerCAmelCase_     (				self       :			str				):


         """simple docstring"""



         __A         =	"""x = 3\ny = 5"""
         __A         =	{}
         __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         # evaluate returns the value of the last assignment.
         assert result == 5
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """y""": 5}				)




     def 		lowerCAmelCase_     (				self       :			Optional[int]				):


         """simple docstring"""



         __A         =	"""text = f'This is x: {x}.'"""
         __A         =	{"""x""": 3}
         __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         # evaluate returns the value of the last assignment.
         assert result == "This is x: 3."
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """text""": """This is x: 3."""}				)




     def 		lowerCAmelCase_     (				self       :			List[str]				):


         """simple docstring"""



         __A         =	"""if x <= 3:\n    y = 2\nelse:\n    y = 5"""
         __A         =	{"""x""": 3}
         __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         # evaluate returns the value of the last assignment.
         assert result == 2
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """y""": 2}				)

         __A         =	{"""x""": 8}
         __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         # evaluate returns the value of the last assignment.
         assert result == 5
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 8, """y""": 5}				)




     def 		lowerCAmelCase_     (				self       :			Optional[int]				):


         """simple docstring"""



         __A         =	"""test_list = [x, add_two(x)]"""
         __A         =	{"""x""": 3}
         __A         =	evaluate(UpperCamelCase_ ,	{"""add_two""": add_two} ,	state=UpperCamelCase_				)
         self.assertListEqual(UpperCamelCase_ ,	[3, 5]				)
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """test_list""": [3, 5]}				)




     def 		lowerCAmelCase_     (				self       :			Dict				):


         """simple docstring"""



         __A         =	"""y = x"""
         __A         =	{"""x""": 3}
         __A         =	evaluate(UpperCamelCase_ ,	{} ,	state=UpperCamelCase_				)
         assert result == 3
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """y""": 3}				)




     def 		lowerCAmelCase_     (				self       :			List[Any]				):


         """simple docstring"""



         __A         =	"""test_list = [x, add_two(x)]\ntest_list[1]"""
         __A         =	{"""x""": 3}
         __A         =	evaluate(UpperCamelCase_ ,	{"""add_two""": add_two} ,	state=UpperCamelCase_				)
         assert result == 5
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """test_list""": [3, 5]}				)

         __A         =	"""test_dict = {'x': x, 'y': add_two(x)}\ntest_dict['y']"""
         __A         =	{"""x""": 3}
         __A         =	evaluate(UpperCamelCase_ ,	{"""add_two""": add_two} ,	state=UpperCamelCase_				)
         assert result == 5
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 3, """test_dict""": {"""x""": 3, """y""": 5}}				)





     def 		lowerCAmelCase_     (				self       :			Any				):


         """simple docstring"""



         __A         =	"""x = 0\nfor i in range(3):\n    x = i"""
         __A         =	{}
         __A         =	evaluate(UpperCamelCase_ ,	{"""range""": range} ,	state=UpperCamelCase_				)
         assert result == 2
         self.assertDictEqual(UpperCamelCase_ ,	{"""x""": 2, """i""": 2}				)




