





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

import cva
import numpy as np

# Parrameters
snake_case_           =      (720, 1280)  # Height, Width
snake_case_           =      (0.4, 0.6)  # if height or width lower than this scale, drop it.
snake_case_           =      1 / 100
snake_case_           =      ''
snake_case_           =      ''
snake_case_           =      ''
snake_case_           =      250






def lowerCamelCase__   (							)				->    None:
   __snake_case	,     __snake_case								=       get_dataset(snake_case_	,				snake_case_	)
   for index in range(snake_case_	):
      __snake_case								=       random.sample(range(len(snake_case_	)	)	,				4	)
      __snake_case	,     __snake_case	,     __snake_case								=       update_image_and_anno(
          snake_case_	,				snake_case_	,				snake_case_	,				snake_case_	,				snake_case_	,				filter_scale=snake_case_	,				)

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






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

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

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






def lowerCamelCase__   (							snake_case_     :  list	,				snake_case_     :  list	,				snake_case_     :  list[int]	,				snake_case_     :  tuple[int, int]	,				snake_case_     :  tuple[float, float]	,				snake_case_     :  float = 0.0	,				)				->    tuple[list, list, str]:
   __snake_case								=       np.zeros([output_size[0], output_size[1], 3]	,				dtype=np.uinta	)
   __snake_case								=       scale_range[0] + random.random() * (scale_range[1] - scale_range[0])
   __snake_case								=       scale_range[0] + random.random() * (scale_range[1] - scale_range[0])
   __snake_case								=       int(scale_x * output_size[1]	)
   __snake_case								=       int(scale_y * output_size[0]	)

   __snake_case								=       []
   __snake_case								=       []
   for i, index in enumerate(snake_case_	):
      __snake_case								=       all_img_list[index]
      path_list.append(snake_case_	)
      __snake_case								=       all_annos[index]
      __snake_case								=       cva.imread(snake_case_	)
      if i == 0:  # top-left
         __snake_case								=       cva.resize(snake_case_	,				(divid_point_x, divid_point_y)	)
         __snake_case								=       img
         for bbox in img_annos:
            __snake_case								=       bbox[1] * scale_x
            __snake_case								=       bbox[2] * scale_y
            __snake_case								=       bbox[3] * scale_x
            __snake_case								=       bbox[4] * scale_y
            new_anno.append([bbox[0], xmin, ymin, xmax, ymax]	)
      elif i == 1:  # top-right
         __snake_case								=       cva.resize(snake_case_	,				(output_size[1] - divid_point_x, divid_point_y)	)
         __snake_case								=       img
         for bbox in img_annos:
            __snake_case								=       scale_x + bbox[1] * (1 - scale_x)
            __snake_case								=       bbox[2] * scale_y
            __snake_case								=       scale_x + bbox[3] * (1 - scale_x)
            __snake_case								=       bbox[4] * scale_y
            new_anno.append([bbox[0], xmin, ymin, xmax, ymax]	)
      elif i == 2:  # bottom-left
         __snake_case								=       cva.resize(snake_case_	,				(divid_point_x, output_size[0] - divid_point_y)	)
         __snake_case								=       img
         for bbox in img_annos:
            __snake_case								=       bbox[1] * scale_x
            __snake_case								=       scale_y + bbox[2] * (1 - scale_y)
            __snake_case								=       bbox[3] * scale_x
            __snake_case								=       scale_y + bbox[4] * (1 - scale_y)
            new_anno.append([bbox[0], xmin, ymin, xmax, ymax]	)
      else:  # bottom-right
         __snake_case								=       cva.resize(
             snake_case_	,				(output_size[1] - divid_point_x, output_size[0] - divid_point_y)	)
         __snake_case								=       img
         for bbox in img_annos:
            __snake_case								=       scale_x + bbox[1] * (1 - scale_x)
            __snake_case								=       scale_y + bbox[2] * (1 - scale_y)
            __snake_case								=       scale_x + bbox[3] * (1 - scale_x)
            __snake_case								=       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:
      __snake_case								=       [
          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 lowerCamelCase__   (							snake_case_     :  int	)				->    str:
   assert number_char > 1, "The number of character should greater than 1"
   __snake_case								=       ascii_lowercase + digits
   return "".join(random.choice(snake_case_	) for _ in range(snake_case_	)	)


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








from __future__ import annotations

snake_case_           =      [True] * 1000001
snake_case_           =      2
while i * i <= 1000000:
    if seive[i]:
        for j in range(i * i, 1000001, i):
            snake_case_           =      False
    i += 1






def lowerCamelCase__   (							snake_case_     :  int	)				->    bool:
   return seive[n]






def lowerCamelCase__   (							snake_case_     :  int	)				->    bool:
   return any(digit in '''02468''' for digit in str(snake_case_	)	)






def lowerCamelCase__   (							snake_case_     :  int = 100_0000	)				->    list[int]:
   __snake_case								=       [2]  # result already includes the number 2.
   for num in range(3	,				limit + 1	,				2	):
      if is_prime(snake_case_	) and not contains_an_even_digit(snake_case_	):
         __snake_case								=       str(snake_case_	)
         __snake_case								=       [int(str_num[j:] + str_num[:j]	) for j in range(len(snake_case_	)	)]
         if all(is_prime(snake_case_	) for i in list_nums	):
            result.append(snake_case_	)
   return result






def lowerCamelCase__   (							)				->    int:
   return len(find_circular_primes()	)


if __name__ == "__main__":
    print(F'{len(find_circular_primes()) = }')

