
'''simple docstring'''

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

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


def        UpperCAmelCase_ (  ):







 """simple docstring"""


 lowerCAmelCase__     :   int     		=	get_dataset(__A      ,			__A			)
 print("Processing..."			)
 lowerCAmelCase__     :   int     		=	update_image_and_anno(__A      ,			__A      ,			__A			)

 for index, image in enumerate(__A			):
  # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
  lowerCAmelCase__     :   Any     		=	random_chars(3_2			)
  lowerCAmelCase__     :   Optional[int]     		=	paths[index].split(os.sep			)[-1].rsplit("."      ,			1			)[0]
  lowerCAmelCase__     :   Optional[Any]     		=	f'''{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'''
  cva.imwrite(f'''/{file_root}.jpg'''      ,			__A      ,			[cva.IMWRITE_JPEG_QUALITY, 8_5]			)
  print(f'''Success {index+1}/{len(__A			)} with {file_name}'''			)
  lowerCAmelCase__     :   Optional[Any]     		=	[]
  for anno in new_annos[index]:
   lowerCAmelCase__     :   Tuple     		=	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        UpperCAmelCase_ (  lowerCamelCase_      ,			lowerCamelCase_			):







 """simple docstring"""


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

  lowerCAmelCase__     :   Optional[Any]     		=	[]
  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(__A			)
  labels.append(__A			)
 return img_paths, labels


def        UpperCAmelCase_ (  lowerCamelCase_      ,			lowerCamelCase_      ,			lowerCamelCase_ = 1			):







 """simple docstring"""


 lowerCAmelCase__     :   Optional[int]     		=	[]
 lowerCAmelCase__     :   Optional[Any]     		=	[]
 lowerCAmelCase__     :   List[str]     		=	[]
 for idx in range(len(__A			)			):
  lowerCAmelCase__     :   Optional[Any]     		=	[]
  lowerCAmelCase__     :   Optional[Any]     		=	img_list[idx]
  path_list.append(__A			)
  lowerCAmelCase__     :   Any     		=	anno_list[idx]
  lowerCAmelCase__     :   Any     		=	cva.imread(__A			)
  if flip_type == 1:
   lowerCAmelCase__     :   Dict     		=	cva.flip(__A      ,			__A			)
   for bbox in img_annos:
    lowerCAmelCase__     :   Any     		=	1 - bbox[1]
    new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]			)
  elif flip_type == 0:
   lowerCAmelCase__     :   Dict     		=	cva.flip(__A      ,			__A			)
   for bbox in img_annos:
    lowerCAmelCase__     :   Optional[int]     		=	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        UpperCAmelCase_ (  lowerCamelCase_ = 3_2			):







 """simple docstring"""


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


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













'''simple docstring'''



import argparse
from collections import defaultdict


def 				lowercase_					(     __A			:							Optional[Any]       ,   __A			:							Optional[int]       ,   __A			:							str       ,   __A			:							Tuple       ,   __A			:							int      )							->   Dict:



 """simple docstring"""




 lowercase       : int						=F'{file}_{class_name}_{test_name}'
 done_test[_id] += 1

 with open(__A       ,   '''r'''      ) as f:
  lowercase       : List[Any]						=f.readlines()

 lowercase       : Tuple						=F'class {class_name}('
 lowercase       : Optional[Any]						=F'{4 * " "}def {test_name}('
 lowercase       : Union[str, Any]						=F'{8 * " "}{correct_line.split()[0]}'
 lowercase       : List[Any]						=F'{1_6 * " "}{correct_line.split()[0]}'
 lowercase       : int						=False
 lowercase       : Dict						=False
 lowercase       : Optional[Any]						=False
 lowercase       : str						=False
 lowercase       : str						=0
 lowercase       : Optional[Any]						=0

 lowercase       : List[Any]						=[]
 for line in lines:
  if line.startswith(__A      ):
   lowercase       : List[str]						=True
  elif in_class and line.startswith(__A      ):
   lowercase       : int						=True
  elif in_class and in_func and (line.startswith(__A      ) or line.startswith(__A      )):
   lowercase       : str						=len(line.split(correct_line.split()[0]      )[0]      )
   count += 1

   if count == done_test[_id]:
    lowercase       : Dict						=True

  if in_class and in_func and in_line:
   if ")" not in line:
    continue
   else:
    lowercase       : Any						=True

  if in_class and in_func and in_line and insert_line:
   new_lines.append(F'{spaces * " "}{correct_line}'      )
   lowercase       : List[str]						=False
  else:
   new_lines.append(__A      )

 with open(__A       ,   '''w'''      ) as f:
  for line in new_lines:
   f.write(__A      )


def 				lowercase_					(     __A			:							Any       ,   __A			:							List[Any]=None      )							->   str:



 """simple docstring"""




 if fail is not None:
  with open(__A       ,   '''r'''      ) as f:
   lowercase       : Optional[Any]						={l.strip() for l in f.readlines()}
 else:
  lowercase       : int						=None

 with open(__A       ,   '''r'''      ) as f:
  lowercase       : Union[str, Any]						=f.readlines()

 lowercase       : Union[str, Any]						=defaultdict(__A      )
 for line in correct_lines:
  lowercase	,		lowercase	,		lowercase	,		lowercase       : Optional[int]						=line.split(''';'''      )
  if test_failures is None or "::".join([file, class_name, test_name]      ) in test_failures:
   overwrite_file(__A       ,   __A       ,   __A       ,   __A       ,   __A      )


if __name__ == "__main__":
      SCREAMING_SNAKE_CASE							=						argparse.ArgumentParser()
      parser.add_argument('--correct_filename', help='filename of tests with expected result')
      parser.add_argument('--fail_filename', help='filename of test failures', type=str, default=None)
      SCREAMING_SNAKE_CASE							=						parser.parse_args()

      main(args.correct_filename, args.fail_filename)



