


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

import cva
import numpy as np

# Parrameters
_lowerCAmelCase:						Optional[int]   				=       (720, 1_280)  # Height, Width
_lowerCAmelCase:						Union[str, Any]   				=       (0.4, 0.6)  # if height or width lower than this scale, drop it.
_lowerCAmelCase:						Optional[Any]   				=       1 / 100
_lowerCAmelCase:						str   				=       ''
_lowerCAmelCase:						Optional[Any]   				=       ''
_lowerCAmelCase:						str   				=       ''
_lowerCAmelCase:						Union[str, Any]   				=       250






def   _lowercase(					):
							a__    ,     a__      =get_dataset(__a    ,     __a     )
							for index in range(__a     ):
														a__      =random.sample(range(len(__a     )     )    ,     4     )
														a__    ,     a__    ,     a__      =update_image_and_anno(
														    __a    ,     __a    ,     __a    ,     __a    ,     __a    ,     filter_scale=__a    ,     )

														# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
														a__      =random_chars(32     )
														a__      =path.split(os.sep     )[-1].rsplit('.'    ,     1     )[0]
														a__      =f"""{OUTPUT_DIR}/{file_name}_MOSAIC_{letter_code}"""
														cva.imwrite(f"""{file_root}.jpg"""    ,     __a    ,     [cva.IMWRITE_JPEG_QUALITY, 85]     )
														print(f"""Succeeded {index+1}/{NUMBER_IMAGES} with {file_name}"""     )
														a__      =[]
														for anno in new_annos:
																					a__      =anno[3] - anno[1]
																					a__      =anno[4] - anno[2]
																					a__      =anno[1] + width / 2
																					a__      =anno[2] + height / 2
																					a__      =f"""{anno[0]} {x_center} {y_center} {width} {height}"""
																					annos_list.append(__a     )
														with open(f"""{file_root}.txt"""    ,     'w'     ) as outfile:
																					outfile.write('\n'.join(line for line in annos_list     )     )






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

														a__      =[]
														for obj_list in obj_lists:
																					a__      =obj_list.rstrip('\n'     ).split(' '     )
																					a__      =float(obj[1]     ) - float(obj[3]     ) / 2
																					a__      =float(obj[2]     ) - float(obj[4]     ) / 2
																					a__      =float(obj[1]     ) + float(obj[3]     ) / 2
																					a__      =float(obj[2]     ) + float(obj[4]     ) / 2

																					boxes.append([int(obj[0]     ), xmin, ymin, xmax, ymax]     )
														if not boxes:
																					continue
														img_paths.append(__a     )
														labels.append(__a     )
							return img_paths, labels






def   _lowercase(					__a				:						list    ,     __a				:						list    ,     __a				:						list[int]    ,     __a				:						tuple[int, int]    ,     __a				:						tuple[float, float]    ,     __a				:						float = 0.0    ,     ):
							a__      =np.zeros([output_size[0], output_size[1], 3]    ,     dtype=np.uinta     )
							a__      =scale_range[0] + random.random() * (scale_range[1] - scale_range[0])
							a__      =scale_range[0] + random.random() * (scale_range[1] - scale_range[0])
							a__      =int(scale_x * output_size[1]     )
							a__      =int(scale_y * output_size[0]     )

							a__      =[]
							a__      =[]
							for i, index in enumerate(__a     ):
														a__      =all_img_list[index]
														path_list.append(__a     )
														a__      =all_annos[index]
														a__      =cva.imread(__a     )
														if i == 0:  # top-left
																					a__      =cva.resize(__a    ,     (divid_point_x, divid_point_y)     )
																					a__      =img
																					for bbox in img_annos:
																												a__      =bbox[1] * scale_x
																												a__      =bbox[2] * scale_y
																												a__      =bbox[3] * scale_x
																												a__      =bbox[4] * scale_y
																												new_anno.append([bbox[0], xmin, ymin, xmax, ymax]     )
														elif i == 1:  # top-right
																					a__      =cva.resize(__a    ,     (output_size[1] - divid_point_x, divid_point_y)     )
																					a__      =img
																					for bbox in img_annos:
																												a__      =scale_x + bbox[1] * (1 - scale_x)
																												a__      =bbox[2] * scale_y
																												a__      =scale_x + bbox[3] * (1 - scale_x)
																												a__      =bbox[4] * scale_y
																												new_anno.append([bbox[0], xmin, ymin, xmax, ymax]     )
														elif i == 2:  # bottom-left
																					a__      =cva.resize(__a    ,     (divid_point_x, output_size[0] - divid_point_y)     )
																					a__      =img
																					for bbox in img_annos:
																												a__      =bbox[1] * scale_x
																												a__      =scale_y + bbox[2] * (1 - scale_y)
																												a__      =bbox[3] * scale_x
																												a__      =scale_y + bbox[4] * (1 - scale_y)
																												new_anno.append([bbox[0], xmin, ymin, xmax, ymax]     )
														else:  # bottom-right
																					a__      =cva.resize(
																					    __a    ,     (output_size[1] - divid_point_x, output_size[0] - divid_point_y)     )
																					a__      =img
																					for bbox in img_annos:
																												a__      =scale_x + bbox[1] * (1 - scale_x)
																												a__      =scale_y + bbox[2] * (1 - scale_y)
																												a__      =scale_x + bbox[3] * (1 - scale_x)
																												a__      =scale_y + bbox[4] * (1 - scale_y)
																												new_anno.append([bbox[0], xmin, ymin, xmax, ymax]     )

    # Remove bounding box small than scale of filter
							if filter_scale > 0:
														a__      =[
														    anno
														    for anno in new_anno
														    if filter_scale < (anno[3] - anno[1]) and filter_scale < (anno[4] - anno[2])
														]

							return output_img, new_anno, path_list[0]






def   _lowercase(					__a				:						int     ):
							assert number_char > 1, "The number of character should greater than 1"
							a__      =ascii_lowercase + digits
							return "".join(random.choice(__a     ) for _ in range(__a     )     )


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





_lowerCAmelCase:						List[str]   				=       'ABCDEFGHIJKLMNOPQRSTUVWXYZ'






def   _lowercase(					):
							a__      =input('Enter message: '     )
							a__      =input('Enter key [alphanumeric]: '     )
							a__      =input('Encrypt/Decrypt [e/d]: '     )

							if mode.lower().startswith('e'     ):
														a__      ='encrypt'
														a__      =encrypt_message(__a    ,     __a     )
							elif mode.lower().startswith('d'     ):
														a__      ='decrypt'
														a__      =decrypt_message(__a    ,     __a     )

							print(f"""\n{mode.title()}ed message:"""     )
							print(__a     )






def   _lowercase(					__a				:						str    ,     __a				:						str     ):
							return translate_message(__a    ,     __a    ,     'encrypt'     )






def   _lowercase(					__a				:						str    ,     __a				:						str     ):
							return translate_message(__a    ,     __a    ,     'decrypt'     )






def   _lowercase(					__a				:						str    ,     __a				:						str    ,     __a				:						str     ):
							a__      =[]
							a__      =0
							a__      =key.upper()

							for symbol in message:
														a__      =LETTERS.find(symbol.upper()     )
														if num != -1:
																					if mode == "encrypt":
																												num += LETTERS.find(key[key_index]     )
																					elif mode == "decrypt":
																												num -= LETTERS.find(key[key_index]     )

																					num %= len(__a     )

																					if symbol.isupper():
																												translated.append(LETTERS[num]     )
																					elif symbol.islower():
																												translated.append(LETTERS[num].lower()     )

																					key_index += 1
																					if key_index == len(__a     ):
																												a__      =0
														else:
																					translated.append(__a     )
							return "".join(__a     )


if __name__ == "__main__":
	main()

