

'''simple docstring'''
import glob
import os
import random
from string import ascii_lowercase, digits

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


def        _lowerCAmelCase					(						)      ->			None:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE    ,						_SCREAMING_SNAKE_CASE							    =get_dataset(_UpperCamelCase							, _UpperCamelCase				)
     print('Processing...'				)
     _SCREAMING_SNAKE_CASE    ,						_SCREAMING_SNAKE_CASE    ,						_SCREAMING_SNAKE_CASE							    =update_image_and_anno(_UpperCamelCase							, _UpperCamelCase							, _UpperCamelCase				)

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


def        _lowerCAmelCase					(						_UpperCamelCase						:     str							, _UpperCamelCase						:     str				)      ->			tuple[list, list]:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE							    =[]
     _SCREAMING_SNAKE_CASE							    =[]
     for label_file in glob.glob(os.path.join(_UpperCamelCase							, '*.txt'				)				):
          _SCREAMING_SNAKE_CASE							    =label_file.split(os.sep				)[-1].rsplit('.'							, 1				)[0]
          with open(_UpperCamelCase				) as in_file:
               _SCREAMING_SNAKE_CASE							    =in_file.readlines()
          _SCREAMING_SNAKE_CASE							    =os.path.join(_UpperCamelCase							, f"{label_name}.jpg"				)

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


def        _lowerCAmelCase					(						_UpperCamelCase						:     list							, _UpperCamelCase						:     list							, _UpperCamelCase						:     int = 1				)      ->			tuple[list, list, list]:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE							    =[]
     _SCREAMING_SNAKE_CASE							    =[]
     _SCREAMING_SNAKE_CASE							    =[]
     for idx in range(len(_UpperCamelCase				)				):
          _SCREAMING_SNAKE_CASE							    =[]
          _SCREAMING_SNAKE_CASE							    =img_list[idx]
          path_list.append(_UpperCamelCase				)
          _SCREAMING_SNAKE_CASE							    =anno_list[idx]
          _SCREAMING_SNAKE_CASE							    =cva.imread(_UpperCamelCase				)
          if flip_type == 1:
               _SCREAMING_SNAKE_CASE							    =cva.flip(_UpperCamelCase							, _UpperCamelCase				)
               for bbox in img_annos:
                    _SCREAMING_SNAKE_CASE							    =1 - bbox[1]
                    new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]				)
          elif flip_type == 0:
               _SCREAMING_SNAKE_CASE							    =cva.flip(_UpperCamelCase							, _UpperCamelCase				)
               for bbox in img_annos:
                    _SCREAMING_SNAKE_CASE							    =1 - bbox[2]
                    new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]				)
          new_annos_lists.append(_UpperCamelCase				)
          new_imgs_list.append(_UpperCamelCase				)
     return new_imgs_list, new_annos_lists, path_list


def        _lowerCAmelCase					(						_UpperCamelCase						:     int = 32				)      ->			str:
     """simple docstring"""




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


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




from __future__ import annotations




def    snake_case_     (  snake_case			,							snake_case     )  ->				list[int]:
       lowercase__:   List[str]  			=   0
       lowercase__:   Dict  			=   len(snake_case     ) - 1

       while i < j:
              if nums[i] + nums[j] == target:
                     return [i, j]
              elif nums[i] + nums[j] < target:
                     lowercase__:   Dict  			=   i + 1
              else:
                     lowercase__:   List[Any]  			=   j - 1

       return []


if __name__ == "__main__":
 import doctest

 doctest.testmod()
 print(F'''{two_pointer([2, 7, 11, 15], 9) = }''')


