1def get_image_aspect_ratios_and_buckets(folder_path, bucket_resolutions):
 2    aspect_ratios_count = defaultdict(int)
 3    bucket_count = defaultdict(int)
 4
 5    for filename in os.listdir(folder_path):        
 6        file_path = os.path.join(folder_path, filename)
 7             
 8        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.bmp', '.gif')):
 9            try:
10                with Image.open(file_path) as img:
11                    width, height = img.size
12                    aspect_ratio = calculate_aspect_ratio(width, height)
13                    aspect_ratios_count[aspect_ratio] += 1
14                    
15                    closest_bucket = get_bucket_for_resolution(width, height, bucket_resolutions)
16                    bucket_count[closest_bucket] += 1
17            except Exception as e:
18                print(f"Can not deal with image {filename}: {e}")
19
20    return aspect_ratios_count, bucket_count