"""simple docstring"""




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

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





def 							SCREAMING_SNAKE_CASE  (    ) ->   None:
  _lowerCAmelCase		: int						    =  get_dataset(_lowerCamelCase    ,_lowerCamelCase			)
  print("""Processing..."""			)
  _lowerCAmelCase		: List[Any]						    =  update_image_and_anno(_lowerCamelCase    ,_lowerCamelCase    ,_lowerCamelCase			)

  for index, image in enumerate(_lowerCamelCase			):
    # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
    _lowerCAmelCase		: Tuple						    =  random_chars(32			)
    _lowerCAmelCase		: Union[str, Any]						    =  paths[index].split(os.sep			)[-1].rsplit("""."""    ,1			)[0]
    _lowerCAmelCase		: List[str]						    =  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		: Tuple						    =  []
    for anno in new_annos[index]:
      _lowerCAmelCase		: str						    =  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 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: str    ,_lowerCamelCase		: str			) ->   tuple[list, list]:
  _lowerCAmelCase		: Dict						    =  []
  _lowerCAmelCase		: Optional[Any]						    =  []
  for label_file in glob.glob(os.path.join(_lowerCamelCase    ,"""*.txt"""			)			):
    _lowerCAmelCase		: Optional[int]						    =  label_file.split(os.sep			)[-1].rsplit("""."""    ,1			)[0]
    with open(_lowerCamelCase			) as in_file:
      _lowerCAmelCase		: Union[str, Any]						    =  in_file.readlines()
    _lowerCAmelCase		: str						    =  os.path.join(_lowerCamelCase    ,f"{label_name}.jpg"			)

    _lowerCAmelCase		: Dict						    =  []
    for obj_list in obj_lists:
      _lowerCAmelCase		: Dict						    =  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 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: list    ,_lowerCamelCase		: list    ,_lowerCamelCase		: int = 1			) ->   tuple[list, list, list]:
  _lowerCAmelCase		: List[Any]						    =  []
  _lowerCAmelCase		: str						    =  []
  _lowerCAmelCase		: Tuple						    =  []
  for idx in range(len(_lowerCamelCase			)			):
    _lowerCAmelCase		: List[str]						    =  []
    _lowerCAmelCase		: Dict						    =  img_list[idx]
    path_list.append(_lowerCamelCase			)
    _lowerCAmelCase		: Any						    =  anno_list[idx]
    _lowerCAmelCase		: Any						    =  cva.imread(_lowerCamelCase			)
    if flip_type == 1:
      _lowerCAmelCase		: List[Any]						    =  cva.flip(_lowerCamelCase    ,_lowerCamelCase			)
      for bbox in img_annos:
        _lowerCAmelCase		: Union[str, Any]						    =  1 - bbox[1]
        new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]			)
    elif flip_type == 0:
      _lowerCAmelCase		: str						    =  cva.flip(_lowerCamelCase    ,_lowerCamelCase			)
      for bbox in img_annos:
        _lowerCAmelCase		: Optional[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 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: int = 32			) ->   str:
  assert number_char > 1, "The number of character should greater than 1"
  _lowerCAmelCase		: Optional[int]						    =  ascii_lowercase + digits
  return "".join(random.choice(_lowerCamelCase			) for _ in range(_lowerCamelCase			)			)


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





"""simple docstring"""




from __future__ import annotations

from collections import deque
from collections.abc import Sequence
from dataclasses import dataclass
from typing import Any
@dataclass
class 		__A							:
     _UpperCamelCase							:    int
     _UpperCamelCase							:    Node | None	      =	None
     _UpperCamelCase							:    Node | None	      =	None







def 							SCREAMING_SNAKE_CASE  (    ) ->   Node | None:
  _lowerCAmelCase		: Tuple						    =  Node(1			)
  _lowerCAmelCase		: int						    =  Node(2			)
  _lowerCAmelCase		: int						    =  Node(3			)
  _lowerCAmelCase		: Any						    =  Node(4			)
  _lowerCAmelCase		: Dict						    =  Node(5			)
  return tree





def 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: Node | None			) ->   list[int]:
  return [root.data, *preorder(root.left			), *preorder(root.right			)] if root else []





def 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: Node | None			) ->   list[int]:
  return postorder(root.left			) + postorder(root.right			) + [root.data] if root else []





def 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: Node | None			) ->   list[int]:
  return [*inorder(root.left			), root.data, *inorder(root.right			)] if root else []





def 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: Node | None			) ->   int:
  return (max(height(root.left			)    ,height(root.right			)			) + 1) if root else 0





def 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: Node | None			) ->   Sequence[Node | None]:
  _lowerCAmelCase		: list[Any]						    =  []

  if root is None:
    return output

  _lowerCAmelCase		: Union[str, Any]						    =  deque([root]			)

  while process_queue:
    _lowerCAmelCase		: Optional[Any]						    =  process_queue.popleft()
    output.append(node.data			)

    if node.left:
      process_queue.append(node.left			)
    if node.right:
      process_queue.append(node.right			)
  return output





def 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: Node | None    ,_lowerCamelCase		: int			) ->   Sequence[Node | None]:
  _lowerCAmelCase		: list[Any]						    =  []

  def populate_output(_lowerCamelCase		: Node | None    ,_lowerCamelCase		: int			) -> None:
    if not root:
      return
    if level == 1:
      output.append(root.data			)
    elif level > 1:
      populate_output(root.left    ,level - 1			)
      populate_output(root.right    ,level - 1			)

  populate_output(_lowerCamelCase    ,_lowerCamelCase			)
  return output





def 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: Node | None    ,_lowerCamelCase		: int			) ->   Sequence[Node | None]:
  _lowerCAmelCase		: list[Any]						    =  []

  def populate_output(_lowerCamelCase		: Node | None    ,_lowerCamelCase		: int			) -> None:
    if root is None:
      return
    if level == 1:
      output.append(root.data			)
    elif level > 1:
      populate_output(root.right    ,level - 1			)
      populate_output(root.left    ,level - 1			)

  populate_output(_lowerCamelCase    ,_lowerCamelCase			)
  return output





def 							SCREAMING_SNAKE_CASE  (    _lowerCamelCase		: Node | None			) ->   Sequence[Node | None] | list[Any]:
  if root is None:
    return []

  _lowerCAmelCase		: list[Sequence[Node | None]]						    =  []

  _lowerCAmelCase		: Tuple						    =  0
  _lowerCAmelCase		: Dict						    =  height(_lowerCamelCase			)

  for h in range(1    ,height_tree + 1			):
    if not flag:
      output.append(get_nodes_from_left_to_right(_lowerCamelCase    ,_lowerCamelCase			)			)
      _lowerCAmelCase		: Any						    =  1
    else:
      output.append(get_nodes_from_right_to_left(_lowerCamelCase    ,_lowerCamelCase			)			)
      _lowerCAmelCase		: Optional[int]						    =  0

  return output





def 							SCREAMING_SNAKE_CASE  (    ) ->   None:  # Main function for testing.
  _lowerCAmelCase		: int						    =  make_tree()
  print(f"In-order Traversal: {inorder(_lowerCamelCase			)}"			)
  print(f"Pre-order Traversal: {preorder(_lowerCamelCase			)}"			)
  print(f"Post-order Traversal: {postorder(_lowerCamelCase			)}"    ,"""\n"""			)

  print(f"Height of Tree: {height(_lowerCamelCase			)}"    ,"""\n"""			)

  print("""Complete Level Order Traversal: """			)
  print(level_order(_lowerCamelCase			)    ,"""\n"""			)

  print("""Level-wise order Traversal: """			)

  for level in range(1    ,height(_lowerCamelCase			) + 1			):
    print(f"Level {level}:"    ,get_nodes_from_left_to_right(_lowerCamelCase    ,level=_lowerCamelCase			)			)

  print("""\nZigZag order Traversal: """			)
  print(zigzag(_lowerCamelCase			)			)


if __name__ == "__main__":
     import doctest

     doctest.testmod()
     main()




