



import os

import pytest

from transformers.dynamic_module_utils import get_imports


_lowercase						  =		"\nimport os\n"

_lowercase						  =		"\ndef foo():\n    import os\n    return False\n"

_lowercase						  =		"\ndef foo():\n    def bar():\n        if True:\n            import os\n        return False\n    return bar()\n"

_lowercase						  =		"\nimport os\n\ntry:\n    import bar\nexcept ImportError:\n    raise ValueError()\n"

_lowercase						  =		"\nimport os\n\ndef foo():\n    try:\n        import bar\n    except ImportError:\n        raise ValueError()\n"

_lowercase						  =		"\nimport os\n\ntry:\n    import bar\nexcept (ImportError, AttributeError):\n    raise ValueError()\n"

_lowercase						  =		"\nimport os\n\ntry:\n    import bar\nexcept ImportError as e:\n    raise ValueError()\n"

_lowercase						  =		"\nimport os\n\ntry:\n    import bar\nexcept:\n    raise ValueError()\n"

_lowercase						  =		"\nimport os\n\ntry:\n    import bar\n    import baz\nexcept ImportError:\n    raise ValueError()\n"

_lowercase						  =		"\nimport os\n\ntry:\n    import bar\n    import baz\nexcept ImportError:\n    x = 1\n    raise ValueError()\n"

_lowercase						  =		[
    TOP_LEVEL_IMPORT,
    IMPORT_IN_FUNCTION,
    DEEPLY_NESTED_IMPORT,
    TOP_LEVEL_TRY_IMPORT,
    GENERIC_EXCEPT_IMPORT,
    MULTILINE_TRY_IMPORT,
    MULTILINE_BOTH_IMPORT,
    MULTIPLE_EXCEPTS_IMPORT,
    EXCEPT_AS_IMPORT,
    TRY_IMPORT_IN_FUNCTION,
]



@pytest.mark.parametrize('''case''' ,       UpperCamelCase_	)
def 		lowerCAmelCase__    (					UpperCamelCase_				:       Dict ,       UpperCamelCase_				:       Optional[Any]	)->  Union[str, Any]:
    A__		 =					os.path.join(UpperCamelCase_ ,       '''test_file.py'''	)
    with open(UpperCamelCase_ ,       '''w'''	) as _tmp_file:
        _tmp_file.write(UpperCamelCase_	)

    A__		 =					get_imports(UpperCamelCase_	)
    assert parsed_imports == ["os"]





import numpy as np



def 		lowerCAmelCase__    (					UpperCamelCase_				:       np.array	)->  np.array:
    return 1 / (1 + np.exp(-vector	))



def 		lowerCAmelCase__    (					UpperCamelCase_				:       np.array	)->  np.array:
    return vector * sigmoid(1.702 * vector	)


if __name__ == "__main__":
   import doctest

   doctest.testmod()
