


"""simple docstring"""







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

import cva
__lowercase    =				""""""
__lowercase    =				""""""
__lowercase    =				""""""
__lowercase    =				1  # (0 is vertical, 1 is horizontal)


def 					lowercase      (    )->				None:
  '''simple docstring'''







  a							,		a						:		int											=      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						:		Dict											=      random_chars(32	)
    a						:		Tuple											=      paths[index].split(os.sep	)[-1].rsplit("."  ,       1	)[0]
    a						:		int											=      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						:		int											=      []
    for anno in new_annos[index]:
      a						:		List[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 					lowercase      (    A_  ,       A_	)->				tuple[list, list]:
  '''simple docstring'''







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

    a						:		Union[str, Any]											=      []
    for obj_list in obj_lists:
      a						:		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(A_	)
    labels.append(A_	)
  return img_paths, labels


def 					lowercase      (    A_  ,       A_  ,       A_ = 1	)->				tuple[list, list, list]:
  '''simple docstring'''







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







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


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










"""simple docstring"""







def 					lowercase      (    A_  ,       A_	)->				float:
  '''simple docstring'''







  def get_matched_characters(A_  ,       A_	) -> str:
    a						:		Optional[int]											=      []
    a						:		List[Any]											=      min(len(_stra	)  ,       len(_stra	)	) // 2
    for i, l in enumerate(_stra	):
      a						:		int											=      int(max(0  ,       i - limit	)	)
      a						:		Optional[int]											=      int(min(i + limit + 1  ,       len(_stra	)	)	)
      if l in _stra[left:right]:
        matched.append(A_	)
        a						:		int											=      F'''{_stra[0:_stra.index(A_	)]} {_stra[_stra.index(A_	) + 1:]}'''

    return "".join(A_	)

  # matching characters
  a						:		Tuple											=      get_matched_characters(A_  ,       A_	)
  a						:		str											=      get_matched_characters(A_  ,       A_	)
  a						:		List[str]											=      len(A_	)

  # transposition
  a						:		Union[str, Any]											=      (
      len([(ca, ca) for ca, ca in zip(A_  ,       A_	) if ca != ca]	) // 2
  )

  if not match_count:
    a						:		Tuple											=      0.0
  else:
    a						:		List[str]											=      (
        1
        / 3
        * (
            match_count / len(A_	)
            + match_count / len(A_	)
            + (match_count - transpositions) / match_count
        )
    )

  # common prefix up to 4 characters
  a						:		Union[str, Any]											=      0
  for ca, ca in zip(stra[:4]  ,       stra[:4]	):
    if ca == ca:
      prefix_len += 1
    else:
      break

  return jaro + 0.1 * prefix_len * (1 - jaro)


if __name__ == "__main__":
 import doctest

 doctest.testmod()
 print(jaro_winkler("""hello""", """world"""))






