

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

import cva
snake_case_        =			''''''
snake_case_        =			''''''
snake_case_        =			''''''
snake_case_        =			1  # (0 is vertical, 1 is horizontal)

def      snake_case__      (   ):



     '''simple docstring'''





     lowercase__   :       Optional[int]				=	get_dataset(SCREAMING_SNAKE_CASE_     ,					SCREAMING_SNAKE_CASE_      )
     print('Processing...'      )
     lowercase__   :       Optional[int]				=	update_image_and_anno(SCREAMING_SNAKE_CASE_     ,					SCREAMING_SNAKE_CASE_     ,					SCREAMING_SNAKE_CASE_      )

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

def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   str     ,					SCREAMING_SNAKE_CASE_		:   str      ):



     '''simple docstring'''





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

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

def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   list     ,					SCREAMING_SNAKE_CASE_		:   list     ,					SCREAMING_SNAKE_CASE_		:   int = 1      ):



     '''simple docstring'''





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

def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   int = 32      ):



     '''simple docstring'''





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


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




def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   int = 50_000_000      ):



     '''simple docstring'''





     lowercase__   :       List[Any]				=	set()
     lowercase__   :       Any				=	int((limit - 24) ** (1 / 2)      )

     lowercase__   :       Any				=	set(range(3     ,					prime_square_limit + 1     ,					2      )      )
     primes.add(2      )
     for p in range(3     ,					prime_square_limit + 1     ,					2      ):
          if p not in primes:
               continue
          primes.difference_update(set(range(p * p     ,					prime_square_limit + 1     ,					SCREAMING_SNAKE_CASE_      )      )      )

     for primea in primes:
          lowercase__   :       Any				=	primea * primea
          for primea in primes:
               lowercase__   :       Optional[int]				=	primea * primea * primea
               if square + cube >= limit - 16:
                    break
               for primea in primes:
                    lowercase__   :       Dict				=	primea * primea * primea * primea
                    lowercase__   :       List[Any]				=	square + cube + tetr
                    if total >= limit:
                         break
                    ret.add(SCREAMING_SNAKE_CASE_      )

     return len(SCREAMING_SNAKE_CASE_      )


if __name__ == "__main__":
       print(F'''{solution() = }''')

