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

import cva
SCREAMING_SNAKE_CASE__		:       List[Any]       						=       ""
SCREAMING_SNAKE_CASE__		:       Optional[int]       						=       ""
SCREAMING_SNAKE_CASE__		:       Optional[Any]       						=       ""
SCREAMING_SNAKE_CASE__		:       int       						=       1  # (0 is vertical, 1 is horizontal)







def      _a					(   ):







     '''simple docstring'''


     SCREAMING_SNAKE_CASE__      ,				SCREAMING_SNAKE_CASE__					:					Tuple      =		get_dataset(lowercase__  ,	lowercase__			)
     print('Processing...'			)
     SCREAMING_SNAKE_CASE__      ,				SCREAMING_SNAKE_CASE__      ,				SCREAMING_SNAKE_CASE__					:					Tuple      =		update_image_and_anno(lowercase__  ,	lowercase__  ,	lowercase__			)

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







def      _a					(   lowercase__	:      str  ,	lowercase__	:      str			):







     '''simple docstring'''


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

          SCREAMING_SNAKE_CASE__					:					str      =		[]
          for obj_list in obj_lists:
               SCREAMING_SNAKE_CASE__					:					List[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(lowercase__			)
          labels.append(lowercase__			)
     return img_paths, labels







def      _a					(   lowercase__	:      list  ,	lowercase__	:      list  ,	lowercase__	:      int = 1			):







     '''simple docstring'''


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







def      _a					(   lowercase__	:      int = 32			):







     '''simple docstring'''


     assert number_char > 1, "The number of character should greater than 1"
     SCREAMING_SNAKE_CASE__					:					Dict      =		ascii_lowercase + digits
     return "".join(random.choice(lowercase__			) for _ in range(lowercase__			)			)


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











'''simple docstring'''
from __future__ import annotations




def 		__SCREAMING_SNAKE_CASE       (	_UpperCamelCase				):


   """simple docstring"""




   lowercase_						:     Optional[int]							     =  2
   lowercase_						:     Tuple							     =  []
   while i * i <= n:
      if n % i:
         i += 1
      else:
         n //= i
         factors.append(_UpperCamelCase				)
   if n > 1:
      factors.append(_UpperCamelCase				)
   return factors


if __name__ == "__main__":
 import doctest

 doctest.testmod()




