




'''simple docstring'''


from __future__ import annotations

import typing
from collections.abc import Iterable

import numpy as np

_snake_case   :   Any     							=	typing.Union[Iterable[float], Iterable[int], np.ndarray]  # noqa: UP007
_snake_case   :   List[Any]     							=	typing.Union[np.floataa, int, float]  # noqa: UP007
def 	snake_case_					(UpperCamelCase :						Vector				,		UpperCamelCase :						Vector   ):





							'''simple docstring'''


							return np.sqrt(np.sum((np.asarray(UpperCamelCase   ) - np.asarray(UpperCamelCase   )) ** 2   )   )
def 	snake_case_					(UpperCamelCase :						Vector				,		UpperCamelCase :						Vector   ):





							'''simple docstring'''


							return sum((va - va) ** 2 for va, va in zip(UpperCamelCase				,		UpperCamelCase   )   ) ** (1 / 2)


if __name__ == "__main__":
				def 	snake_case_					():





											'''simple docstring'''


											from timeit import timeit

											print('''Without Numpy'''   )
											print(
											    timeit(
											        '''euclidean_distance_no_np([1, 2, 3], [4, 5, 6])'''				,		number=1_0000				,		globals=globals()				,		)   )
											print('''With Numpy'''   )
											print(
											    timeit(
											        '''euclidean_distance([1, 2, 3], [4, 5, 6])'''				,		number=1_0000				,		globals=globals()				,		)   )

				benchmark()







'''simple docstring'''


import os

import pytest

from transformers.dynamic_module_utils import get_imports


_snake_case   :   List[str]     							=	'\nimport os\n'

_snake_case   :   Dict     							=	'\ndef foo():\n    import os\n    return False\n'

_snake_case   :   List[Any]     							=	'\ndef foo():\n    def bar():\n        if True:\n            import os\n        return False\n    return bar()\n'

_snake_case   :   Dict     							=	'\nimport os\n\ntry:\n    import bar\nexcept ImportError:\n    raise ValueError()\n'

_snake_case   :   Optional[Any]     							=	'\nimport os\n\ndef foo():\n    try:\n        import bar\n    except ImportError:\n        raise ValueError()\n'

_snake_case   :   Optional[Any]     							=	'\nimport os\n\ntry:\n    import bar\nexcept (ImportError, AttributeError):\n    raise ValueError()\n'

_snake_case   :   Any     							=	'\nimport os\n\ntry:\n    import bar\nexcept ImportError as e:\n    raise ValueError()\n'

_snake_case   :   List[str]     							=	'\nimport os\n\ntry:\n    import bar\nexcept:\n    raise ValueError()\n'

_snake_case   :   Dict     							=	'\nimport os\n\ntry:\n    import bar\n    import baz\nexcept ImportError:\n    raise ValueError()\n'

_snake_case   :   Any     							=	'\nimport os\n\ntry:\n    import bar\n    import baz\nexcept ImportError:\n    x = 1\n    raise ValueError()\n'

_snake_case   :   Union[str, Any]     							=	[
    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 	snake_case_					(UpperCamelCase :						str				,		UpperCamelCase :						List[Any]   ):





							'''simple docstring'''


							_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"]

