





'''simple docstring'''




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

import cva
_A:       List[str]						    =					""""""
_A:       List[str]						    =					""""""
_A:       Optional[Any]						    =					""""""
_A:       Dict						    =					1  # (0 is vertical, 1 is horizontal)







def _lowerCAmelCase  (   )->  None:
 __UpperCAmelCase       ,     __UpperCAmelCase       = get_dataset(__UpperCamelCase							,     __UpperCamelCase     )
 print('Processing...'     )
 __UpperCAmelCase       ,     __UpperCAmelCase       ,     __UpperCAmelCase       = update_image_and_anno(__UpperCamelCase							,     __UpperCamelCase							,     __UpperCamelCase     )

 for index, image in enumerate(__UpperCamelCase     ):
  # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
  __UpperCAmelCase       = random_chars(32     )
  __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'							,     __UpperCamelCase							,     [cva.IMWRITE_JPEG_QUALITY, 85]     )
  print(F'Success {index+1}/{len(__UpperCamelCase     )} 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(__UpperCamelCase     )
  with open(F'/{file_root}.txt'							,     'w'     ) as outfile:
   outfile.write('\n'.join(line for line in annos_list     )     )







def _lowerCAmelCase  (   _lowerCAmelCase							,     _lowerCAmelCase     )->  tuple[list, list]:
 __UpperCAmelCase       = []
 __UpperCAmelCase       = []
 for label_file in glob.glob(os.path.join(__UpperCamelCase							,     '*.txt'     )     ):
  __UpperCAmelCase       = label_file.split(os.sep     )[-1].rsplit('.'							,     1     )[0]
  with open(__UpperCamelCase     ) as in_file:
   __UpperCAmelCase       = in_file.readlines()
  __UpperCAmelCase       = os.path.join(__UpperCamelCase							,     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(__UpperCamelCase     )
  labels.append(__UpperCamelCase     )
 return img_paths, labels







def _lowerCAmelCase  (   _lowerCAmelCase							,     _lowerCAmelCase							,     _lowerCAmelCase = 1     )->  tuple[list, list, list]:
 __UpperCAmelCase       = []
 __UpperCAmelCase       = []
 __UpperCAmelCase       = []
 for idx in range(len(__UpperCamelCase     )     ):
  __UpperCAmelCase       = []
  __UpperCAmelCase       = img_list[idx]
  path_list.append(__UpperCamelCase     )
  __UpperCAmelCase       = anno_list[idx]
  __UpperCAmelCase       = cva.imread(__UpperCamelCase     )
  if flip_type == 1:
   __UpperCAmelCase       = cva.flip(__UpperCamelCase							,     __UpperCamelCase     )
   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(__UpperCamelCase							,     __UpperCamelCase     )
   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(__UpperCamelCase     )
  new_imgs_list.append(__UpperCamelCase     )
 return new_imgs_list, new_annos_lists, path_list







def _lowerCAmelCase  (   _lowerCAmelCase = 32     )->  str:
 assert number_char > 1, "The number of character should greater than 1"
 __UpperCAmelCase       = ascii_lowercase + digits
 return "".join(random.choice(__UpperCamelCase     ) for _ in range(__UpperCamelCase     )     )


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










from __future__ import annotations


def A    (							__UpperCamelCase = 4       )    ->   list[list[int]]:
			A__	  =     abs(__UpperCamelCase       ) or 4
			return [[1 + x + y * row_size for x in range(__UpperCamelCase       )] for y in range(__UpperCamelCase       )]


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			return reverse_row(transpose(__UpperCamelCase       )       )
			# OR.. transpose(reverse_column(matrix))


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			return reverse_row(reverse_column(__UpperCamelCase       )       )
			# OR.. reverse_column(reverse_row(matrix))


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			return reverse_column(transpose(__UpperCamelCase       )       )
			# OR.. transpose(reverse_row(matrix))


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			A__	  =     [list(__UpperCamelCase       ) for x in zip(*__UpperCamelCase       )]
			return matrix


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			A__	  =     matrix[::-1]
			return matrix


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			A__	  =     [x[::-1] for x in matrix]
			return matrix


def A    (							__UpperCamelCase       )    ->   None:
			for i in matrix:
						print(*__UpperCamelCase       )


if __name__ == "__main__":
							SCREAMING_SNAKE_CASE__   			=   make_matrix()
							print('''\norigin:\n''')
							print_matrix(matrix)
							print('''\nrotate 90 counterclockwise:\n''')
							print_matrix(rotate_aa(matrix))

							SCREAMING_SNAKE_CASE__   			=   make_matrix()
							print('''\norigin:\n''')
							print_matrix(matrix)
							print('''\nrotate 180:\n''')
							print_matrix(rotate_aaa(matrix))

							SCREAMING_SNAKE_CASE__   			=   make_matrix()
							print('''\norigin:\n''')
							print_matrix(matrix)
							print('''\nrotate 270 counterclockwise:\n''')
							print_matrix(rotate_aaa(matrix))




