



import unittest

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




def      __UpperCamelCase     (  _lowerCAmelCase		)	->  Dict:



    """simple docstring"""






    return x + 2






class SCREAMING_SNAKE_CASE__					(		unittest.TestCase   ):




    '''simple docstring'''






    def       _lowerCAmelCase (	self		):
        A			:	Optional[int]										=       """x = 3"""
        A			:	List[str]										=       {}
        A			:	List[str]										=       evaluate(lowerCamelCase__,		{},		state=lowerCamelCase__		)
        assert result == 3
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3}		)

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






    def       _lowerCAmelCase (	self		):
        A			:	Any										=       """y = add_two(x)"""
        A			:	List[str]										=       {"""x""": 3}
        A			:	List[str]										=       evaluate(lowerCamelCase__,		{"""add_two""": add_two},		state=lowerCamelCase__		)
        assert result == 5
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3, """y""": 5}		)

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






    def       _lowerCAmelCase (	self		):
        A			:	List[Any]										=       """x = 3"""
        A			:	Optional[Any]										=       {}
        A			:	List[str]										=       evaluate(lowerCamelCase__,		{},		state=lowerCamelCase__		)
        assert result == 3
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3}		)






    def       _lowerCAmelCase (	self		):
        A			:	int										=       """test_dict = {\'x\': x, \'y\': add_two(x)}"""
        A			:	str										=       {"""x""": 3}
        A			:	Optional[Any]										=       evaluate(lowerCamelCase__,		{"""add_two""": add_two},		state=lowerCamelCase__		)
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3, """y""": 5}		)
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3, """test_dict""": {"""x""": 3, """y""": 5}}		)






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






    def       _lowerCAmelCase (	self		):
        A			:	Union[str, Any]										=       """text = f\'This is x: {x}.\'"""
        A			:	str										=       {"""x""": 3}
        A			:	Optional[Any]										=       evaluate(lowerCamelCase__,		{},		state=lowerCamelCase__		)
        # evaluate returns the value of the last assignment.
        assert result == "This is x: 3."
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3, """text""": """This is x: 3."""}		)






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

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






    def       _lowerCAmelCase (	self		):
        A			:	List[str]										=       """test_list = [x, add_two(x)]"""
        A			:	List[str]										=       {"""x""": 3}
        A			:	int										=       evaluate(lowerCamelCase__,		{"""add_two""": add_two},		state=lowerCamelCase__		)
        self.assertListEqual(lowerCamelCase__,		[3, 5]		)
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3, """test_list""": [3, 5]}		)






    def       _lowerCAmelCase (	self		):
        A			:	str										=       """y = x"""
        A			:	Any										=       {"""x""": 3}
        A			:	Dict										=       evaluate(lowerCamelCase__,		{},		state=lowerCamelCase__		)
        assert result == 3
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3, """y""": 3}		)






    def       _lowerCAmelCase (	self		):
        A			:	Union[str, Any]										=       """test_list = [x, add_two(x)]\ntest_list[1]"""
        A			:	List[str]										=       {"""x""": 3}
        A			:	List[Any]										=       evaluate(lowerCamelCase__,		{"""add_two""": add_two},		state=lowerCamelCase__		)
        assert result == 5
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 3, """test_list""": [3, 5]}		)

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






    def       _lowerCAmelCase (	self		):
        A			:	str										=       """x = 0\nfor i in range(3):\n    x = i"""
        A			:	Union[str, Any]										=       {}
        A			:	Optional[int]										=       evaluate(lowerCamelCase__,		{"""range""": range},		state=lowerCamelCase__		)
        assert result == 2
        self.assertDictEqual(lowerCamelCase__,		{"""x""": 2, """i""": 2}		)







import os
from pathlib import Path




def      __UpperCamelCase     (  )	->  Any:



    """simple docstring"""






    from torch.utils.cpp_extension import load

    A			:	Any										=       Path(_lowerCAmelCase		).resolve().parent.parent.parent / """kernels""" / """deformable_detr"""
    A			:	int										=       [
        root / filename
        for filename in [
            """vision.cpp""",
            os.path.join("""cpu"""				,					"""ms_deform_attn_cpu.cpp"""		),
            os.path.join("""cuda"""				,					"""ms_deform_attn_cuda.cu"""		),
        ]
    ]

    load(
        """MultiScaleDeformableAttention"""				,					_lowerCAmelCase				,					with_cuda=_lowerCAmelCase				,					extra_include_paths=[str(_lowerCAmelCase		)]				,					extra_cflags=["""-DWITH_CUDA=1"""]				,					extra_cuda_cflags=[
            """-DCUDA_HAS_FP16=1""",
            """-D__CUDA_NO_HALF_OPERATORS__""",
            """-D__CUDA_NO_HALF_CONVERSIONS__""",
            """-D__CUDA_NO_HALF2_OPERATORS__""",
        ]				,					)

    import MultiScaleDeformableAttention as MSDA

    return MSDA


