
"""simple docstring"""




import glob
import os
import random
from string import ascii_lowercase, digits

import cva
A__ :       int				= ''
A__ :       Optional[Any]				= ''
A__ :       Dict				= ''
A__ :       Union[str, Any]				= 1  # (0 is vertical, 1 is horizontal)




def 			_lowerCAmelCase		(		):






  """simple docstring"""



  _lowercase:      Tuple   			=  get_dataset(A__			,					A__    )
  print('''Processing...'''    )
  _lowercase:      int   			=  update_image_and_anno(A__			,					A__			,					A__    )

  for index, image in enumerate(A__    ):
    # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
    _lowercase:      Any   			=  random_chars(32    )
    _lowercase:      Dict   			=  paths[index].split(os.sep    )[-1].rsplit('''.'''			,					1    )[0]
    _lowercase:      Dict   			=  f'''{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'''
    cva.imwrite(f'''/{file_root}.jpg'''			,					A__			,					[cva.IMWRITE_JPEG_QUALITY, 85]    )
    print(f'''Success {index+1}/{len(A__    )} with {file_name}'''    )
    _lowercase:      Optional[int]   			=  []
    for anno in new_annos[index]:
      _lowercase:      Union[str, Any]   			=  f'''{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}'''
      annos_list.append(A__    )
    with open(f'''/{file_root}.txt'''			,					'''w'''    ) as outfile:
      outfile.write('''\n'''.join(line for line in annos_list    )    )




def 			_lowerCAmelCase		(		_UpperCamelCase			,					_UpperCamelCase    ):






  """simple docstring"""



  _lowercase:      Dict   			=  []
  _lowercase:      str   			=  []
  for label_file in glob.glob(os.path.join(A__			,					'''*.txt'''    )    ):
    _lowercase:      Optional[Any]   			=  label_file.split(os.sep    )[-1].rsplit('''.'''			,					1    )[0]
    with open(A__    ) as in_file:
      _lowercase:      List[Any]   			=  in_file.readlines()
    _lowercase:      Dict   			=  os.path.join(A__			,					f'''{label_name}.jpg'''    )

    _lowercase:      Optional[Any]   			=  []
    for obj_list in obj_lists:
      _lowercase:      Union[str, Any]   			=  obj_list.rstrip('''\n'''    ).split(''' '''    )
      boxes.append(
          [
              int(obj[0]    ),
              float(obj[1]    ),
              float(obj[2]    ),
              float(obj[3]    ),
              float(obj[4]    ),
          ]    )
    if not boxes:
      continue
    img_paths.append(A__    )
    labels.append(A__    )
  return img_paths, labels




def 			_lowerCAmelCase		(		_UpperCamelCase			,					_UpperCamelCase			,					_UpperCamelCase = 1    ):






  """simple docstring"""



  _lowercase:      Union[str, Any]   			=  []
  _lowercase:      str   			=  []
  _lowercase:      Any   			=  []
  for idx in range(len(A__    )    ):
    _lowercase:      Optional[int]   			=  []
    _lowercase:      List[Any]   			=  img_list[idx]
    path_list.append(A__    )
    _lowercase:      Tuple   			=  anno_list[idx]
    _lowercase:      Optional[Any]   			=  cva.imread(A__    )
    if flip_type == 1:
      _lowercase:      Tuple   			=  cva.flip(A__			,					A__    )
      for bbox in img_annos:
        _lowercase:      Any   			=  1 - bbox[1]
        new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]    )
    elif flip_type == 0:
      _lowercase:      str   			=  cva.flip(A__			,					A__    )
      for bbox in img_annos:
        _lowercase:      Any   			=  1 - bbox[2]
        new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]    )
    new_annos_lists.append(A__    )
    new_imgs_list.append(A__    )
  return new_imgs_list, new_annos_lists, path_list




def 			_lowerCAmelCase		(		_UpperCamelCase = 32    ):






  """simple docstring"""



  assert number_char > 1, "The number of character should greater than 1"
  _lowercase:      List[str]   			=  ascii_lowercase + digits
  return "".join(random.choice(A__    ) for _ in range(A__    )    )


if __name__ == "__main__":
  main()
  print('DONE ✅')




import os

import pytest

from transformers.dynamic_module_utils import get_imports


snake_case__				:	List[Any]					       =					'\nimport os\n'

snake_case__				:	List[str]					       =					'\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__				:	List[str]					       =					'\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__				:	Tuple					       =					'\nimport os\n\ntry:\n    import bar\nexcept (ImportError, AttributeError):\n    raise ValueError()\n'

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

snake_case__				:	Optional[Any]					       =					'\nimport os\n\ntry:\n    import bar\nexcept:\n    raise ValueError()\n'

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

snake_case__				:	Union[str, Any]					       =					'\nimport os\n\ntry:\n    import bar\n    import baz\nexcept ImportError:\n    x = 1\n    raise ValueError()\n'

snake_case__				:	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"""						,						A__					)
def    __lowerCamelCase   (      A__						: Dict						,						A__						: int					)     ->    List[Any]:
   lowerCamelCase_						:   List[str]		= os.path.join(A__						,						"""test_file.py"""					)
   with open(A__						,						"""w"""					) as _tmp_file:
      _tmp_file.write(A__					)

   lowerCamelCase_						:   str		= get_imports(A__					)
   assert parsed_imports == ["os"]





