





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

import cva
__lowercase  :   Union[str, Any]						      =""""""
__lowercase  :   Union[str, Any]						      =""""""
__lowercase  :   Any						      =""""""
__lowercase  :   List[str]						      =1  # (0 is vertical, 1 is horizontal)




def     a__ (					):






   '''simple docstring'''






   UpperCAmelCase_						,       UpperCAmelCase_											=get_dataset(lowercase__  ,    lowercase__  )
   print("Processing..."  )
   UpperCAmelCase_						,       UpperCAmelCase_						,       UpperCAmelCase_											=update_image_and_anno(lowercase__  ,    lowercase__  ,    lowercase__  )

   for index, image in enumerate(lowercase__  ):
      # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
      UpperCAmelCase_											=random_chars(3_2  )
      UpperCAmelCase_											=paths[index].split(os.sep  )[-1].rsplit("."  ,    1  )[0]
      UpperCAmelCase_											=F'{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'
      cva.imwrite(F'/{file_root}.jpg'  ,    lowercase__  ,    [cva.IMWRITE_JPEG_QUALITY, 8_5]  )
      print(F'Success {index+1}/{len(lowercase__  )} with {file_name}'  )
      UpperCAmelCase_											=[]
      for anno in new_annos[index]:
         UpperCAmelCase_											=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__  ,    lowercase__  ):






   '''simple docstring'''






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

      UpperCAmelCase_											=[]
      for obj_list in obj_lists:
         UpperCAmelCase_											=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__  ,    lowercase__  ,    lowercase__ = 1  ):






   '''simple docstring'''






   UpperCAmelCase_											=[]
   UpperCAmelCase_											=[]
   UpperCAmelCase_											=[]
   for idx in range(len(lowercase__  )  ):
      UpperCAmelCase_											=[]
      UpperCAmelCase_											=img_list[idx]
      path_list.append(lowercase__  )
      UpperCAmelCase_											=anno_list[idx]
      UpperCAmelCase_											=cva.imread(lowercase__  )
      if flip_type == 1:
         UpperCAmelCase_											=cva.flip(lowercase__  ,    lowercase__  )
         for bbox in img_annos:
            UpperCAmelCase_											=1 - bbox[1]
            new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]  )
      elif flip_type == 0:
         UpperCAmelCase_											=cva.flip(lowercase__  ,    lowercase__  )
         for bbox in img_annos:
            UpperCAmelCase_											=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__ = 3_2  ):






   '''simple docstring'''






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


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











import sys

from .dependency_versions_table import deps
from .utils.versions import require_version, require_version_core


# define which module versions we always want to check at run time
# (usually the ones defined in `install_requires` in setup.py)
#
# order specific notes:
# - tqdm must be checked before tokenizers

__lowercase  :   Optional[int]						      ="""python tqdm regex requests packaging filelock numpy tokenizers""".split()
if sys.version_info < (3, 7):
     pkgs_to_check_at_runtime.append("""dataclasses""")
if sys.version_info < (3, 8):
     pkgs_to_check_at_runtime.append("""importlib_metadata""")

for pkg in pkgs_to_check_at_runtime:
     if pkg in deps:
          if pkg == "tokenizers":
               # must be loaded here, or else tqdm check may fail
               from .utils import is_tokenizers_available

               if not is_tokenizers_available():
                    continue  # not required, check version only if installed

          require_version_core(deps[pkg])
     else:
          raise ValueError(f"""can't find {pkg} in {deps.keys()}, check dependency_versions_table.py""")




def     a__ (					lowercase__  ,    lowercase__=None  ):






   '''simple docstring'''






   require_version(deps[pkg]  ,    lowercase__  )




