






import unittest

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





def       __lowerCAmelCase      (						__snake_case       ):
     return x + 2



class 							_UpperCamelCase			(unittest.TestCase			):


      def  __UpperCAmelCase		(	self	)->	Optional[Any]:
           __lowerCAmelCase								=					"x = 3"
           __lowerCAmelCase								=					{}
           __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{}					,						state=__UpperCamelCase	)
           assert result == 3
           self.assertDictEqual(__UpperCamelCase					,						{"x": 3}	)

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


      def  __UpperCAmelCase		(	self	)->	List[str]:
           __lowerCAmelCase								=					"y = add_two(x)"
           __lowerCAmelCase								=					{"x": 3}
           __lowerCAmelCase								=					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:
                __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{}					,						state=__UpperCamelCase	)
           assert result is None
           assert "tried to execute add_two" in out.out


      def  __UpperCAmelCase		(	self	)->	str:
           __lowerCAmelCase								=					"x = 3"
           __lowerCAmelCase								=					{}
           __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{}					,						state=__UpperCamelCase	)
           assert result == 3
           self.assertDictEqual(__UpperCamelCase					,						{"x": 3}	)


      def  __UpperCAmelCase		(	self	)->	Dict:
           __lowerCAmelCase								=					"test_dict = {'x': x, 'y': add_two(x)}"
           __lowerCAmelCase								=					{"x": 3}
           __lowerCAmelCase								=					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  __UpperCAmelCase		(	self	)->	Union[str, Any]:
           __lowerCAmelCase								=					"x = 3\ny = 5"
           __lowerCAmelCase								=					{}
           __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{}					,						state=__UpperCamelCase	)
           # evaluate returns the value of the last assignment.
           assert result == 5
           self.assertDictEqual(__UpperCamelCase					,						{"x": 3, "y": 5}	)


      def  __UpperCAmelCase		(	self	)->	Dict:
           __lowerCAmelCase								=					"text = f'This is x: {x}.'"
           __lowerCAmelCase								=					{"x": 3}
           __lowerCAmelCase								=					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  __UpperCAmelCase		(	self	)->	Union[str, Any]:
           __lowerCAmelCase								=					"if x <= 3:\n    y = 2\nelse:\n    y = 5"
           __lowerCAmelCase								=					{"x": 3}
           __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{}					,						state=__UpperCamelCase	)
           # evaluate returns the value of the last assignment.
           assert result == 2
           self.assertDictEqual(__UpperCamelCase					,						{"x": 3, "y": 2}	)

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


      def  __UpperCAmelCase		(	self	)->	Union[str, Any]:
           __lowerCAmelCase								=					"test_list = [x, add_two(x)]"
           __lowerCAmelCase								=					{"x": 3}
           __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{"add_two": add_two}					,						state=__UpperCamelCase	)
           self.assertListEqual(__UpperCamelCase					,						[3, 5]	)
           self.assertDictEqual(__UpperCamelCase					,						{"x": 3, "test_list": [3, 5]}	)


      def  __UpperCAmelCase		(	self	)->	Any:
           __lowerCAmelCase								=					"y = x"
           __lowerCAmelCase								=					{"x": 3}
           __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{}					,						state=__UpperCamelCase	)
           assert result == 3
           self.assertDictEqual(__UpperCamelCase					,						{"x": 3, "y": 3}	)


      def  __UpperCAmelCase		(	self	)->	Any:
           __lowerCAmelCase								=					"test_list = [x, add_two(x)]\ntest_list[1]"
           __lowerCAmelCase								=					{"x": 3}
           __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{"add_two": add_two}					,						state=__UpperCamelCase	)
           assert result == 5
           self.assertDictEqual(__UpperCamelCase					,						{"x": 3, "test_list": [3, 5]}	)

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


      def  __UpperCAmelCase		(	self	)->	str:
           __lowerCAmelCase								=					"x = 0\nfor i in range(3):\n    x = i"
           __lowerCAmelCase								=					{}
           __lowerCAmelCase								=					evaluate(__UpperCamelCase					,						{"range": range}					,						state=__UpperCamelCase	)
           assert result == 2
           self.assertDictEqual(__UpperCamelCase					,						{"x": 2, "i": 2}	)














import os
import sys
import unittest


lowerCamelCase			:					int         =	os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, '''utils'''))

import check_dummies  # noqa: E402
from check_dummies import create_dummy_files, create_dummy_object, find_backend, read_init  # noqa: E402


# Align TRANSFORMERS_PATH in check_dummies with the current path
lowerCamelCase			:					Any         =	os.path.join(git_repo_path, '''src''', '''diffusers''')



class 							_UpperCamelCase			(unittest.TestCase			):


      def  __UpperCAmelCase		(	self	)->	Optional[int]:
           __lowerCAmelCase								=					find_backend("    if not is_torch_available():"	)
           self.assertEqual(__UpperCamelCase					,						"torch"	)

           # backend_with_underscore = find_backend("    if not is_tensorflow_text_available():")
           # self.assertEqual(backend_with_underscore, "tensorflow_text")

           __lowerCAmelCase								=					find_backend("    if not (is_torch_available() and is_transformers_available()):"	)
           self.assertEqual(__UpperCamelCase					,						"torch_and_transformers"	)

           # double_backend_with_underscore = find_backend(
           #    "    if not (is_sentencepiece_available() and is_tensorflow_text_available()):"
           # )
           # self.assertEqual(double_backend_with_underscore, "sentencepiece_and_tensorflow_text")

           __lowerCAmelCase								=					find_backend(
               "    if not (is_torch_available() and is_transformers_available() and is_onnx_available()):"	)
           self.assertEqual(__UpperCamelCase					,						"torch_and_transformers_and_onnx"	)


      def  __UpperCAmelCase		(	self	)->	Dict:
           __lowerCAmelCase								=					read_init()
           # We don't assert on the exact list of keys to allow for smooth grow of backend-specific objects
           self.assertIn("torch"					,						__UpperCamelCase	)
           self.assertIn("torch_and_transformers"					,						__UpperCamelCase	)
           self.assertIn("flax_and_transformers"					,						__UpperCamelCase	)
           self.assertIn("torch_and_transformers_and_onnx"					,						__UpperCamelCase	)

           # Likewise, we can't assert on the exact content of a key
           self.assertIn("UNet2DModel"					,						objects["torch"]	)
           self.assertIn("FlaxUNet2DConditionModel"					,						objects["flax"]	)
           self.assertIn("StableDiffusionPipeline"					,						objects["torch_and_transformers"]	)
           self.assertIn("FlaxStableDiffusionPipeline"					,						objects["flax_and_transformers"]	)
           self.assertIn("LMSDiscreteScheduler"					,						objects["torch_and_scipy"]	)
           self.assertIn("OnnxStableDiffusionPipeline"					,						objects["torch_and_transformers_and_onnx"]	)


      def  __UpperCAmelCase		(	self	)->	Any:
           __lowerCAmelCase								=					create_dummy_object("CONSTANT"					,						"'torch'"	)
           self.assertEqual(__UpperCamelCase					,						"\nCONSTANT = None\n"	)

           __lowerCAmelCase								=					create_dummy_object("function"					,						"'torch'"	)
           self.assertEqual(
               __UpperCamelCase					,						"\ndef function(*args, **kwargs):\n    requires_backends(function, 'torch')\n"	)

           __lowerCAmelCase								=					"\nclass FakeClass(metaclass=DummyObject):\n    _backends = 'torch'\n\n    def __init__(self, *args, **kwargs):\n        requires_backends(self, 'torch')\n\n    @classmethod\n    def from_config(cls, *args, **kwargs):\n        requires_backends(cls, 'torch')\n\n    @classmethod\n    def from_pretrained(cls, *args, **kwargs):\n        requires_backends(cls, 'torch')\n"
           __lowerCAmelCase								=					create_dummy_object("FakeClass"					,						"'torch'"	)
           self.assertEqual(__UpperCamelCase					,						__UpperCamelCase	)


      def  __UpperCAmelCase		(	self	)->	Tuple:
           __lowerCAmelCase								=					"# This file is autogenerated by the command `make fix-copies`, do not edit.\nfrom ..utils import DummyObject, requires_backends\n\n\nCONSTANT = None\n\n\ndef function(*args, **kwargs):\n    requires_backends(function, [\"torch\"])\n\n\nclass FakeClass(metaclass=DummyObject):\n    _backends = [\"torch\"]\n\n    def __init__(self, *args, **kwargs):\n        requires_backends(self, [\"torch\"])\n\n    @classmethod\n    def from_config(cls, *args, **kwargs):\n        requires_backends(cls, [\"torch\"])\n\n    @classmethod\n    def from_pretrained(cls, *args, **kwargs):\n        requires_backends(cls, [\"torch\"])\n"
           __lowerCAmelCase								=					create_dummy_files({"torch": ["CONSTANT", "function", "FakeClass"]}	)
           self.assertEqual(dummy_files["torch"]					,						__UpperCamelCase	)






