'''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 				snake_case__							(			)    ->	Dict:

		'''simple docstring'''


		lowerCAmelCase   					=  get_dataset(A__      ,   A__ )
		print("""Processing...""" )
		lowerCAmelCase   					=  update_image_and_anno(A__      ,   A__      ,   A__ )

		for index, image in enumerate(A__ ):
				# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
				lowerCAmelCase   					=  random_chars(32 )
				lowerCAmelCase   					=  paths[index].split(os.sep )[-1].rsplit("""."""      ,   1 )[0]
				lowerCAmelCase   					=  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}" )
				lowerCAmelCase   					=  []
				for anno in new_annos[index]:
						lowerCAmelCase   					=  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 				snake_case__							(			_A:					str      ,   _A:					str )    ->	Optional[Any]:

		'''simple docstring'''


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

				lowerCAmelCase   					=  []
				for obj_list in obj_lists:
						lowerCAmelCase   					=  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 				snake_case__							(			_A:					list      ,   _A:					list      ,   _A:					int = 1 )    ->	List[str]:

		'''simple docstring'''


		lowerCAmelCase   					=  []
		lowerCAmelCase   					=  []
		lowerCAmelCase   					=  []
		for idx in range(len(A__ ) ):
				lowerCAmelCase   					=  []
				lowerCAmelCase   					=  img_list[idx]
				path_list.append(A__ )
				lowerCAmelCase   					=  anno_list[idx]
				lowerCAmelCase   					=  cva.imread(A__ )
				if flip_type == 1:
						lowerCAmelCase   					=  cva.flip(A__      ,   A__ )
						for bbox in img_annos:
								lowerCAmelCase   					=  1 - bbox[1]
								new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]] )
				elif flip_type == 0:
						lowerCAmelCase   					=  cva.flip(A__      ,   A__ )
						for bbox in img_annos:
								lowerCAmelCase   					=  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 				snake_case__							(			_A:					int = 32 )    ->	int:

		'''simple docstring'''


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


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








'''simple docstring'''






from __future__ import annotations

from typing import Any






class    __snake_case       (   _SCREAMING_SNAKE_CASE):







    """simple docstring"""



    pass







class    __snake_case       :







    """simple docstring"""



    def __init__(   self    :  Union[str, Any]    ,						lowerCamelCase    :  Any		)   ->  None:
      lowerCAmelCase_			:      Any			=   data
      lowerCAmelCase_			:      Node | None			=   None

    def __iter__(   self    :  Union[str, Any]		)   ->  Optional[Any]:
      lowerCAmelCase_			:      Union[str, Any]			=   self
      lowerCAmelCase_			:      Any			=   []
      while node:
        if node in visited:
          raise ContainsLoopError
        visited.append(lowerCamelCase		)
        yield node.data
        lowerCAmelCase_			:      int			=   node.next_node





    @property
    def __lowercase   (   self    :  str		)   ->  bool:
      try:
        list(self		)
        return False
      except ContainsLoopError:
        return True


if __name__ == "__main__":
  __A					:  Dict											=      Node(1)
  __A					:  Optional[Any]											=      Node(2)
  __A					:  int											=      Node(3)
  __A					:  Optional[Any]											=      Node(4)
  print(root_node.has_loop)  # False
  __A					:  Any											=      root_node.next_node
  print(root_node.has_loop)  # True

  __A					:  List[Any]											=      Node(5)
  __A					:  Dict											=      Node(6)
  __A					:  str											=      Node(5)
  __A					:  Dict											=      Node(6)
  print(root_node.has_loop)  # False

  __A					:  Optional[int]											=      Node(1)
  print(root_node.has_loop)  # False



