


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

import cva
A   :					Any	=      ''
A   :					List[Any]	=      ''
A   :					Dict	=      ''
A   :					Tuple	=      1  # (0 is vertical, 1 is horizontal)

def    lowercase_	(	):

      """simple docstring"""




      lowerCamelCase__	:       Tuple					=						get_dataset(_lowerCamelCase					,      _lowerCamelCase		)
      print("Processing..."		)
      lowerCamelCase__	:       Union[str, Any]					=						update_image_and_anno(_lowerCamelCase					,      _lowerCamelCase					,      _lowerCamelCase		)

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

def    lowercase_	(	_A    :					str					,      _A    :					str		):

      """simple docstring"""




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

            lowerCamelCase__	:       Any					=						[]
            for obj_list in obj_lists:
                  lowerCamelCase__	:       Optional[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(_lowerCamelCase		)
            labels.append(_lowerCamelCase		)
      return img_paths, labels

def    lowercase_	(	_A    :					list					,      _A    :					list					,      _A    :					int = 1		):

      """simple docstring"""




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

def    lowercase_	(	_A    :					int = 32		):

      """simple docstring"""




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


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






def    lowercase_	(	_A    :					int		):

      """simple docstring"""




      if not isinstance(_A					,      _A		):
            lowerCamelCase__	:       List[str]					=						F"Input value of [number={number}] must be an integer"
            raise TypeError(_A		)
      if number < 0:
            return False
      lowerCamelCase__	:       Dict					=						number * number
      while number > 0:
            if number % 10 != number_square % 10:
                  return False
            number //= 10
            number_square //= 10
      return True


if __name__ == "__main__":
    import doctest

    doctest.testmod()


