



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

import cva
A__								=						''''''
A__								=						''''''
A__								=						''''''
A__								=						1  # (0 is vertical, 1 is horizontal)



def 			_lowerCAmelCase       (					)   ->					None:


				"""simple docstring"""

				snake_case__		, snake_case__	:      Tuple     		=	get_dataset(__lowerCAmelCase  ,  __lowerCAmelCase      )
				print('''Processing...'''      )
				snake_case__		, snake_case__		, snake_case__	:      Any     		=	update_image_and_anno(__lowerCAmelCase  ,  __lowerCAmelCase  ,  __lowerCAmelCase      )

				for index, image in enumerate(__lowerCAmelCase      ):
								# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
								snake_case__	:      Union[str, Any]     		=	random_chars(32      )
								snake_case__	:      Tuple     		=	paths[index].split(os.sep      )[-1].rsplit('''.'''  ,  1      )[0]
								snake_case__	:      Union[str, Any]     		=	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}"""      )
								snake_case__	:      Union[str, Any]     		=	[]
								for anno in new_annos[index]:
												snake_case__	:      Dict     		=	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 			_lowerCAmelCase       (					__lowerCAmelCase  ,  __lowerCAmelCase      )   ->					tuple[list, list]:


				"""simple docstring"""

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

								snake_case__	:      Optional[int]     		=	[]
								for obj_list in obj_lists:
												snake_case__	:      Any     		=	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 			_lowerCAmelCase       (					__lowerCAmelCase  ,  __lowerCAmelCase  ,  __lowerCAmelCase = 1      )   ->					tuple[list, list, list]:


				"""simple docstring"""

				snake_case__	:      List[str]     		=	[]
				snake_case__	:      Optional[Any]     		=	[]
				snake_case__	:      List[str]     		=	[]
				for idx in range(len(__lowerCAmelCase      )      ):
								snake_case__	:      Optional[Any]     		=	[]
								snake_case__	:      int     		=	img_list[idx]
								path_list.append(__lowerCAmelCase      )
								snake_case__	:      Any     		=	anno_list[idx]
								snake_case__	:      Tuple     		=	cva.imread(__lowerCAmelCase      )
								if flip_type == 1:
												snake_case__	:      Tuple     		=	cva.flip(__lowerCAmelCase  ,  __lowerCAmelCase      )
												for bbox in img_annos:
																snake_case__	:      Optional[int]     		=	1 - bbox[1]
																new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]      )
								elif flip_type == 0:
												snake_case__	:      str     		=	cva.flip(__lowerCAmelCase  ,  __lowerCAmelCase      )
												for bbox in img_annos:
																snake_case__	:      Tuple     		=	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 			_lowerCAmelCase       (					__lowerCAmelCase = 32      )   ->					str:


				"""simple docstring"""

				assert number_char > 1, "The number of character should greater than 1"
				snake_case__	:      List[str]     		=	ascii_lowercase + digits
				return "".join(random.choice(__lowerCAmelCase      ) for _ in range(__lowerCAmelCase      )      )


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






A__								=						[4, 1, 7, 4, 2, 6, 4, 1, 5, 3, 7, 5]
A__								=						[3, 7, 7, 4, 2, 6, 4, 1, 5, 3, 7, 5]
A__								=						{
    0: '''Sunday''',
    1: '''Monday''',
    2: '''Tuesday''',
    3: '''Wednesday''',
    4: '''Thursday''',
    5: '''Friday''',
    6: '''Saturday''',
}



def 			_lowerCAmelCase       (					__lowerCAmelCase  ,  __lowerCAmelCase  ,  __lowerCAmelCase      )   ->					str:


				"""simple docstring"""

				assert len(str(__lowerCAmelCase      )      ) > 2, "year should be in YYYY format"
				assert 1 <= month <= 12, "month should be between 1 to 12"
				assert 1 <= day <= 31, "day should be between 1 to 31"

				# Doomsday algorithm:
				snake_case__	:      Optional[int]     		=	year // 100
				snake_case__	:      List[str]     		=	(5 * (century % 4) + 2) % 7
				snake_case__	:      Dict     		=	year % 100
				snake_case__	:      Union[str, Any]     		=	centurian % 12
				snake_case__	:      List[Any]     		=	(
				    (centurian // 12) + centurian_m + (centurian_m // 4) + century_anchor
				) % 7
				snake_case__	:      List[str]     		=	(
				    DOOMSDAY_NOT_LEAP[month - 1]
				    if (year % 4 != 0) or (centurian == 0 and (year % 400) == 0)
				    else DOOMSDAY_LEAP[month - 1]
				)
				snake_case__	:      List[str]     		=	(dooms_day + day - day_anchor) % 7
				return WEEK_DAY_NAMES[week_day]


if __name__ == "__main__":
				import doctest

				doctest.testmod()

