
"""simple docstring"""

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

import cva
UpperCamelCase			:       Union[str, Any]									=				""
UpperCamelCase			:       List[str]									=				""
UpperCamelCase			:       Optional[Any]									=				""
UpperCamelCase			:       Dict									=				1  # (0 is vertical, 1 is horizontal)






def 							A		(       )   ->			None:
 __UpperCamelCase						,			__UpperCamelCase       						= get_dataset(snake_case       ,      snake_case	)
 print('Processing...'	)
 __UpperCamelCase						,			__UpperCamelCase						,			__UpperCamelCase       						= update_image_and_anno(snake_case       ,      snake_case       ,      snake_case	)

 for index, image in enumerate(snake_case	):
  # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
  __UpperCamelCase       						= random_chars(3_2	)
  __UpperCamelCase       						= paths[index].split(os.sep	)[-1].rsplit('.'       ,      1	)[0]
  __UpperCamelCase       						= f'{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'
  cva.imwrite(f'/{file_root}.jpg'       ,      snake_case       ,      [cva.IMWRITE_JPEG_QUALITY, 8_5]	)
  print(f'Success {index+1}/{len(snake_case	)} with {file_name}'	)
  __UpperCamelCase       						= []
  for anno in new_annos[index]:
   __UpperCamelCase       						= f'{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}'
   annos_list.append(snake_case	)
  with open(f'/{file_root}.txt'       ,      'w'	) as outfile:
   outfile.write('\n'.join(line for line in annos_list	)	)






def 							A		(       snake_case   :str       ,      snake_case   :str	)   ->			tuple[list, list]:
 __UpperCamelCase       						= []
 __UpperCamelCase       						= []
 for label_file in glob.glob(os.path.join(snake_case       ,      '*.txt'	)	):
  __UpperCamelCase       						= label_file.split(os.sep	)[-1].rsplit('.'       ,      1	)[0]
  with open(snake_case	) as in_file:
   __UpperCamelCase       						= in_file.readlines()
  __UpperCamelCase       						= os.path.join(snake_case       ,      f'{label_name}.jpg'	)

  __UpperCamelCase       						= []
  for obj_list in obj_lists:
   __UpperCamelCase       						= 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(snake_case	)
  labels.append(snake_case	)
 return img_paths, labels






def 							A		(       snake_case   :list       ,      snake_case   :list       ,      snake_case   :int = 1	)   ->			tuple[list, list, list]:
 __UpperCamelCase       						= []
 __UpperCamelCase       						= []
 __UpperCamelCase       						= []
 for idx in range(len(snake_case	)	):
  __UpperCamelCase       						= []
  __UpperCamelCase       						= img_list[idx]
  path_list.append(snake_case	)
  __UpperCamelCase       						= anno_list[idx]
  __UpperCamelCase       						= cva.imread(snake_case	)
  if flip_type == 1:
   __UpperCamelCase       						= cva.flip(snake_case       ,      snake_case	)
   for bbox in img_annos:
    __UpperCamelCase       						= 1 - bbox[1]
    new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]	)
  elif flip_type == 0:
   __UpperCamelCase       						= cva.flip(snake_case       ,      snake_case	)
   for bbox in img_annos:
    __UpperCamelCase       						= 1 - bbox[2]
    new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]	)
  new_annos_lists.append(snake_case	)
  new_imgs_list.append(snake_case	)
 return new_imgs_list, new_annos_lists, path_list






def 							A		(       snake_case   :int = 3_2	)   ->			str:
 assert number_char > 1, "The number of character should greater than 1"
 __UpperCamelCase       						= ascii_lowercase + digits
 return "".join(random.choice(snake_case	) for _ in range(snake_case	)	)


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





"""simple docstring"""

def 							A		(       snake_case   :int       ,      snake_case   :int	)   ->			int:
 return int(input_a == input_a == 0	)






def 							A		(       )   ->			None:
 print('Truth Table of NOR Gate:'	)
 print('|   Input 1   |  Input 2  | Output |'	)
 print(f'|      0      |    0      |  {nor_gate(0       ,      0	)}     |'	)
 print(f'|      0      |    1      |  {nor_gate(0       ,      1	)}     |'	)
 print(f'|      1      |    0      |  {nor_gate(1       ,      0	)}     |'	)
 print(f'|      1      |    1      |  {nor_gate(1       ,      1	)}     |'	)


if __name__ == "__main__":
      import doctest

      doctest.testmod()
      main()



