
'''simple docstring'''





from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available, is_vision_available


SCREAMING_SNAKE_CASE     =       {
    """configuration_maskformer""": ["""MASKFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP""", """MaskFormerConfig"""],
    """configuration_maskformer_swin""": ["""MaskFormerSwinConfig"""],
}

try:
      if not is_vision_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      SCREAMING_SNAKE_CASE     =       ["""MaskFormerFeatureExtractor"""]
      SCREAMING_SNAKE_CASE     =       ["""MaskFormerImageProcessor"""]


try:
      if not is_torch_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      SCREAMING_SNAKE_CASE     =       [
          """MASKFORMER_PRETRAINED_MODEL_ARCHIVE_LIST""",
          """MaskFormerForInstanceSegmentation""",
          """MaskFormerModel""",
          """MaskFormerPreTrainedModel""",
      ]
      SCREAMING_SNAKE_CASE     =       [
          """MaskFormerSwinBackbone""",
          """MaskFormerSwinModel""",
          """MaskFormerSwinPreTrainedModel""",
      ]

if TYPE_CHECKING:
      from .configuration_maskformer import MASKFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP, MaskFormerConfig
      from .configuration_maskformer_swin import MaskFormerSwinConfig

      try:
            if not is_vision_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .feature_extraction_maskformer import MaskFormerFeatureExtractor
            from .image_processing_maskformer import MaskFormerImageProcessor
      try:
            if not is_torch_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .modeling_maskformer import (
                MASKFORMER_PRETRAINED_MODEL_ARCHIVE_LIST,
                MaskFormerForInstanceSegmentation,
                MaskFormerModel,
                MaskFormerPreTrainedModel,
            )
            from .modeling_maskformer_swin import (
                MaskFormerSwinBackbone,
                MaskFormerSwinModel,
                MaskFormerSwinPreTrainedModel,
            )


else:
      import sys

      SCREAMING_SNAKE_CASE     =       _LazyModule(__name__, globals()["""__file__"""], _import_structure)





'''simple docstring'''





import unittest

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







def snake_case_     (					lowercase__		):
  return x + 2






class 							UpperCAmelCase_							(    unittest.TestCase				):

 '''simple docstring'''







 def 							UpperCamelCase  (					self		:  Optional[int] ):



   '''simple docstring'''




   UpperCAmelCase__      :					List[str]				       =							"x = 3"
   UpperCAmelCase__      :					List[str]				       =							{}
   UpperCAmelCase__      :					Tuple				       =							evaluate(snake_case__			,				{}			,				state=snake_case__ )
   assert result == 3
   self.assertDictEqual(snake_case__			,				{"x": 3} )

   UpperCAmelCase__      :					Any				       =							"x = y"
   UpperCAmelCase__      :					List[str]				       =							{"y": 5}
   UpperCAmelCase__      :					Dict				       =							evaluate(snake_case__			,				{}			,				state=snake_case__ )
   # evaluate returns the value of the last assignment.
   assert result == 5
   self.assertDictEqual(snake_case__			,				{"x": 5, "y": 5} )







 def 							UpperCamelCase  (					self		:  Union[str, Any] ):



   '''simple docstring'''




   UpperCAmelCase__      :					int				       =							"y = add_two(x)"
   UpperCAmelCase__      :					Tuple				       =							{"x": 3}
   UpperCAmelCase__      :					Union[str, Any]				       =							evaluate(snake_case__			,				{"add_two": add_two}			,				state=snake_case__ )
   assert result == 5
   self.assertDictEqual(snake_case__			,				{"x": 3, "y": 5} )

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







 def 							UpperCamelCase  (					self		:  List[str] ):



   '''simple docstring'''




   UpperCAmelCase__      :					Tuple				       =							"x = 3"
   UpperCAmelCase__      :					List[Any]				       =							{}
   UpperCAmelCase__      :					Tuple				       =							evaluate(snake_case__			,				{}			,				state=snake_case__ )
   assert result == 3
   self.assertDictEqual(snake_case__			,				{"x": 3} )







 def 							UpperCamelCase  (					self		:  Dict ):



   '''simple docstring'''




   UpperCAmelCase__      :					int				       =							"test_dict = {'x': x, 'y': add_two(x)}"
   UpperCAmelCase__      :					List[Any]				       =							{"x": 3}
   UpperCAmelCase__      :					int				       =							evaluate(snake_case__			,				{"add_two": add_two}			,				state=snake_case__ )
   self.assertDictEqual(snake_case__			,				{"x": 3, "y": 5} )
   self.assertDictEqual(snake_case__			,				{"x": 3, "test_dict": {"x": 3, "y": 5}} )







 def 							UpperCamelCase  (					self		:  List[str] ):



   '''simple docstring'''




   UpperCAmelCase__      :					int				       =							"x = 3\ny = 5"
   UpperCAmelCase__      :					Dict				       =							{}
   UpperCAmelCase__      :					Union[str, Any]				       =							evaluate(snake_case__			,				{}			,				state=snake_case__ )
   # evaluate returns the value of the last assignment.
   assert result == 5
   self.assertDictEqual(snake_case__			,				{"x": 3, "y": 5} )







 def 							UpperCamelCase  (					self		:  Union[str, Any] ):



   '''simple docstring'''




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







 def 							UpperCamelCase  (					self		:  List[Any] ):



   '''simple docstring'''




   UpperCAmelCase__      :					List[str]				       =							"if x <= 3:\n    y = 2\nelse:\n    y = 5"
   UpperCAmelCase__      :					Dict				       =							{"x": 3}
   UpperCAmelCase__      :					Dict				       =							evaluate(snake_case__			,				{}			,				state=snake_case__ )
   # evaluate returns the value of the last assignment.
   assert result == 2
   self.assertDictEqual(snake_case__			,				{"x": 3, "y": 2} )

   UpperCAmelCase__      :					Optional[Any]				       =							{"x": 8}
   UpperCAmelCase__      :					str				       =							evaluate(snake_case__			,				{}			,				state=snake_case__ )
   # evaluate returns the value of the last assignment.
   assert result == 5
   self.assertDictEqual(snake_case__			,				{"x": 8, "y": 5} )







 def 							UpperCamelCase  (					self		:  str ):



   '''simple docstring'''




   UpperCAmelCase__      :					Optional[int]				       =							"test_list = [x, add_two(x)]"
   UpperCAmelCase__      :					Any				       =							{"x": 3}
   UpperCAmelCase__      :					Any				       =							evaluate(snake_case__			,				{"add_two": add_two}			,				state=snake_case__ )
   self.assertListEqual(snake_case__			,				[3, 5] )
   self.assertDictEqual(snake_case__			,				{"x": 3, "test_list": [3, 5]} )







 def 							UpperCamelCase  (					self		:  str ):



   '''simple docstring'''




   UpperCAmelCase__      :					str				       =							"y = x"
   UpperCAmelCase__      :					str				       =							{"x": 3}
   UpperCAmelCase__      :					Any				       =							evaluate(snake_case__			,				{}			,				state=snake_case__ )
   assert result == 3
   self.assertDictEqual(snake_case__			,				{"x": 3, "y": 3} )







 def 							UpperCamelCase  (					self		:  int ):



   '''simple docstring'''




   UpperCAmelCase__      :					Optional[int]				       =							"test_list = [x, add_two(x)]\ntest_list[1]"
   UpperCAmelCase__      :					List[Any]				       =							{"x": 3}
   UpperCAmelCase__      :					List[Any]				       =							evaluate(snake_case__			,				{"add_two": add_two}			,				state=snake_case__ )
   assert result == 5
   self.assertDictEqual(snake_case__			,				{"x": 3, "test_list": [3, 5]} )

   UpperCAmelCase__      :					Union[str, Any]				       =							"test_dict = {'x': x, 'y': add_two(x)}\ntest_dict['y']"
   UpperCAmelCase__      :					str				       =							{"x": 3}
   UpperCAmelCase__      :					Any				       =							evaluate(snake_case__			,				{"add_two": add_two}			,				state=snake_case__ )
   assert result == 5
   self.assertDictEqual(snake_case__			,				{"x": 3, "test_dict": {"x": 3, "y": 5}} )







 def 							UpperCamelCase  (					self		:  Union[str, Any] ):



   '''simple docstring'''




   UpperCAmelCase__      :					List[Any]				       =							"x = 0\nfor i in range(3):\n    x = i"
   UpperCAmelCase__      :					List[Any]				       =							{}
   UpperCAmelCase__      :					Any				       =							evaluate(snake_case__			,				{"range": range}			,				state=snake_case__ )
   assert result == 2
   self.assertDictEqual(snake_case__			,				{"x": 2, "i": 2} )



