


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

import cva
UpperCAmelCase_				:			List[str]   =	''
UpperCAmelCase_				:			Tuple   =	''
UpperCAmelCase_				:			Union[str, Any]   =	''
UpperCAmelCase_				:			Any   =	1  # (0 is vertical, 1 is horizontal)







def 	SCREAMING_SNAKE_CASE_						(      )     ->		None:

       """simple docstring"""

       a_							,		a_ :		Optional[Any]							=  get_dataset(__A  ,   __A    )
       print('Processing...'    )
       a_							,		a_							,		a_ :		Union[str, Any]							=  update_image_and_anno(__A  ,   __A  ,   __A    )

       for index, image in enumerate(__A    ):
              # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
              a_ :		str							=  random_chars(32    )
              a_ :		Dict							=  paths[index].split(os.sep    )[-1].rsplit('.'  ,   1    )[0]
              a_ :		Any							=  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}"""    )
              a_ :		List[str]							=  []
              for anno in new_annos[index]:
                     a_ :		Optional[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 	SCREAMING_SNAKE_CASE_						(      __A			:      str  ,   __A			:      str    )     ->		tuple[list, list]:

       """simple docstring"""

       a_ :		Optional[int]							=  []
       a_ :		Optional[Any]							=  []
       for label_file in glob.glob(os.path.join(__A  ,   '*.txt'    )    ):
              a_ :		List[Any]							=  label_file.split(os.sep    )[-1].rsplit('.'  ,   1    )[0]
              with open(__A    ) as in_file:
                     a_ :		List[Any]							=  in_file.readlines()
              a_ :		Optional[int]							=  os.path.join(__A  ,   F"""{label_name}.jpg"""    )

              a_ :		Optional[Any]							=  []
              for obj_list in obj_lists:
                     a_ :		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 	SCREAMING_SNAKE_CASE_						(      __A			:      list  ,   __A			:      list  ,   __A			:      int = 1    )     ->		tuple[list, list, list]:

       """simple docstring"""

       a_ :		int							=  []
       a_ :		List[str]							=  []
       a_ :		Optional[int]							=  []
       for idx in range(len(__A    )    ):
              a_ :		str							=  []
              a_ :		str							=  img_list[idx]
              path_list.append(__A    )
              a_ :		List[str]							=  anno_list[idx]
              a_ :		Union[str, Any]							=  cva.imread(__A    )
              if flip_type == 1:
                     a_ :		Optional[Any]							=  cva.flip(__A  ,   __A    )
                     for bbox in img_annos:
                            a_ :		Any							=  1 - bbox[1]
                            new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]    )
              elif flip_type == 0:
                     a_ :		List[str]							=  cva.flip(__A  ,   __A    )
                     for bbox in img_annos:
                            a_ :		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 	SCREAMING_SNAKE_CASE_						(      __A			:      int = 32    )     ->		str:

       """simple docstring"""

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


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






def 	SCREAMING_SNAKE_CASE_						(      __A			:      list    )     ->		list:

       """simple docstring"""

       a_ :		int							=  len(__A    )
       for _ in range(__A    ):
              for i in range(_ % 2  ,   arr_size - 1  ,   2    ):
                     if arr[i + 1] < arr[i]:
                            a_							,		a_ :		int							=  arr[i + 1], arr[i]

       return arr


if __name__ == "__main__":
   UpperCAmelCase_				:			int   =	list(range(10, 0, -1))
   print(F'Original: {arr}. Sorted: {odd_even_transposition(arr)}')


