"""simple docstring"""







from __future__ import annotations



def     lowercase__( __SCREAMING_SNAKE_CASE							:  str = 4   ):
     lowercase_			:       Any									=			abs(lowercase_   ) or 4
     return [[1 + x + y * row_size for x in range(lowercase_   )] for y in range(lowercase_   )]



def     lowercase__( __SCREAMING_SNAKE_CASE							:  List[str]   ):
     return reverse_row(transpose(lowercase_   )   )
     # OR.. transpose(reverse_column(matrix))



def     lowercase__( __SCREAMING_SNAKE_CASE							:  Any   ):
     return reverse_row(reverse_column(lowercase_   )   )
     # OR.. reverse_column(reverse_row(matrix))



def     lowercase__( __SCREAMING_SNAKE_CASE							:  Dict   ):
     return reverse_column(transpose(lowercase_   )   )
     # OR.. transpose(reverse_row(matrix))



def     lowercase__( __SCREAMING_SNAKE_CASE							:  List[str]   ):
     lowercase_			:       List[Any]									=			[list(lowercase_   ) for x in zip(*lowercase_   )]
     return matrix



def     lowercase__( __SCREAMING_SNAKE_CASE							:  Union[str, Any]   ):
     lowercase_			:       Tuple									=			matrix[::-1]
     return matrix



def     lowercase__( __SCREAMING_SNAKE_CASE							:  str   ):
     lowercase_			:       List[str]									=			[x[::-1] for x in matrix]
     return matrix



def     lowercase__( __SCREAMING_SNAKE_CASE							:  List[Any]   ):

     for i in matrix:
          print(*lowercase_   )


if __name__ == "__main__":
       __SCREAMING_SNAKE_CASE								=make_matrix()
       print("\norigin:\n")
       print_matrix(matrix)
       print("\nrotate 90 counterclockwise:\n")
       print_matrix(rotate_aa(matrix))

       __SCREAMING_SNAKE_CASE								=make_matrix()
       print("\norigin:\n")
       print_matrix(matrix)
       print("\nrotate 180:\n")
       print_matrix(rotate_aaa(matrix))

       __SCREAMING_SNAKE_CASE								=make_matrix()
       print("\norigin:\n")
       print_matrix(matrix)
       print("\nrotate 270 counterclockwise:\n")
       print_matrix(rotate_aaa(matrix))


"""simple docstring"""







__SCREAMING_SNAKE_CASE								={
    "Pillow": "Pillow",
    "accelerate": "accelerate>=0.11.0",
    "compel": "compel==0.1.8",
    "black": "black~=23.1",
    "datasets": "datasets",
    "filelock": "filelock",
    "flax": "flax>=0.4.1",
    "hf-doc-builder": "hf-doc-builder>=0.3.0",
    "huggingface-hub": "huggingface-hub>=0.13.2",
    "requests-mock": "requests-mock==1.10.0",
    "importlib_metadata": "importlib_metadata",
    "invisible-watermark": "invisible-watermark",
    "isort": "isort>=5.5.4",
    "jax": "jax>=0.2.8,!=0.3.2",
    "jaxlib": "jaxlib>=0.1.65",
    "Jinja2": "Jinja2",
    "k-diffusion": "k-diffusion>=0.0.12",
    "torchsde": "torchsde",
    "note_seq": "note_seq",
    "librosa": "librosa",
    "numpy": "numpy",
    "omegaconf": "omegaconf",
    "parameterized": "parameterized",
    "protobuf": "protobuf>=3.20.3,<4",
    "pytest": "pytest",
    "pytest-timeout": "pytest-timeout",
    "pytest-xdist": "pytest-xdist",
    "ruff": "ruff>=0.0.241",
    "safetensors": "safetensors",
    "sentencepiece": "sentencepiece>=0.1.91,!=0.1.92",
    "scipy": "scipy",
    "onnx": "onnx",
    "regex": "regex!=2019.12.17",
    "requests": "requests",
    "tensorboard": "tensorboard",
    "torch": "torch>=1.4",
    "torchvision": "torchvision",
    "transformers": "transformers>=4.25.1",
    "urllib3": "urllib3<=2.0.0",
}

