




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

import cva
lowerCamelCase__ :   Tuple					=							''
lowerCamelCase__ :   Optional[Any]					=							''
lowerCamelCase__ :   Any					=							''
lowerCamelCase__ :   Optional[int]					=							1  # (0 is vertical, 1 is horizontal)

def 					UpperCAmelCase_							(      )					-> None:
      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 					UpperCAmelCase_							(      __UpperCAmelCase						:	str			,			__UpperCAmelCase						:	str							)					-> tuple[list, list]:
      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 					UpperCAmelCase_							(      __UpperCAmelCase						:	list			,			__UpperCAmelCase						:	list			,			__UpperCAmelCase						:	int = 1							)					-> tuple[list, list, list]:
      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 					UpperCAmelCase_							(      __UpperCAmelCase						:	int = 32							)					-> str:
      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 ✅')





def 					UpperCAmelCase_							(      __UpperCAmelCase						:	int			,			__UpperCAmelCase						:	int							)					-> int:
      return number | (1 << position)

def 					UpperCAmelCase_							(      __UpperCAmelCase						:	int			,			__UpperCAmelCase						:	int							)					-> int:
      return number & ~(1 << position)

def 					UpperCAmelCase_							(      __UpperCAmelCase						:	int			,			__UpperCAmelCase						:	int							)					-> int:
      return number ^ (1 << position)

def 					UpperCAmelCase_							(      __UpperCAmelCase						:	int			,			__UpperCAmelCase						:	int							)					-> bool:
      return ((number >> position) & 1) == 1

def 					UpperCAmelCase_							(      __UpperCAmelCase						:	int			,			__UpperCAmelCase						:	int							)					-> int:
      return int((number & (1 << position)) != 0							)


if __name__ == "__main__":
   import doctest

   doctest.testmod()