utils/utils.py

import os
import asyncio
import aiohttp
from PIL import Image

def validate_image(image_path, tags_path, width=None, height=None, convert_to_avif=False):
    new_path = None
    try:
        with Image.open(image_path) as img:
            save_kwargs = {}
            if isinstance(width, int) and width > 0 and isinstance(height, int) and height > 0:
                img = img.resize((width, height))
                new_path = image_path
            if convert_to_avif:
                import pillow_avif
                save_kwargs["quality"] = 50
                new_path = os.path.splitext(image_path)[0] + ".avif"
            if new_path is not None:
                img.load()
                img.save(new_path, **save_kwargs)
            else:
                img.verify()
        if new_path is not None and os.path.isfile(new_path) and os.path.realpath(new_path) != os.path.realpath(image_path):
            os.remove(image_path)
        return True
    except Exception as e:
        print(f"Error validating image {image_path}: {e}")
        try:
            os.remove(image_path)
        except Exception as e:
            print("Error deleting image file:", e)
        try:
            os.remove(tags_path)
            print(f"Deleted invalid image and tags files: {image_path}, {tags_path}")
        except Exception as e:
            print("Error deleting tags file:", e)
        try:
            if new_path is not None and os.path.isfile(new_path):
                os.remove(new_path)
                print("Deleted invalid new image file:", new_path)
        except Exception as e:
            print("Error deleting new image file:", e)
    return False

async def submit_validation(thread_pool, image_path, tags_path, width=None, height=None, convert_to_avif=False):
    return await asyncio.wrap_future(thread_pool.submit(validate_image, image_path, tags_path, width, height, convert_to_avif))

def get_image_id_image_tags_path_tuple_dict(image_dir):
    if not os.path.isdir(image_dir):
        raise FileNotFoundError(f"\"{image_dir}\" is not a directory!")
    image_id_image_tags_path_tuple_dict = {}
    for path in os.listdir(image_dir):
        image_id, ext = os.path.splitext(path)
        if ext == ".txt":
            continue
        path = os.path.join(image_dir, path)
        if not os.path.isfile(path):
            continue
        tags_path = os.path.splitext(path)[0] + ".txt"
        if not os.path.isfile(tags_path):
            continue
        image_id_image_tags_path_tuple_dict[image_id] = (path, tags_path)
    return image_id_image_tags_path_tuple_dict

def get_existing_image_id_set(image_dir):
    return set(get_image_id_image_tags_path_tuple_dict(image_dir))

def get_session(timeout=None, cookies=None):
    kwargs = {"connector": aiohttp.TCPConnector(limit=0, ttl_dns_cache=600), "cookies": cookies}
    if timeout is not None:
        kwargs["timeout"] = aiohttp.ClientTimeout(total=timeout)
    return aiohttp.ClientSession(**kwargs)

def get_model_tags(model_tags_path):
    if not os.path.isfile(model_tags_path):
        raise FileNotFoundError(f"\"{model_tags_path}\" is not a file, please place one there!")
    index_tag_dict = {}
    with open(model_tags_path, "r", encoding="utf8") as model_tags_file:
        for line in model_tags_file:
            line = line.split()
            if len(line) != 2:
                continue
            index_tag_dict[int(line[0])] = line[1]
    if len(index_tag_dict) <= 0:
        return []
    sorted_index_tag_tuple_list = sorted(index_tag_dict.items(), key=lambda x: x[0])
    if len(sorted_index_tag_tuple_list) != sorted_index_tag_tuple_list[-1][0] + 1:
        raise ValueError(f"The index specified in \"{model_tags_path}\" is not continuous!")
    return [tag for _, tag in sorted_index_tag_tuple_list]

def get_tags_set(tags_path):
    if not os.path.isfile(tags_path):
        raise FileNotFoundError(f"\"{tags_path}\" is not a file!")
    with open(tags_path, "r", encoding="utf8") as tags_file:
        tags_text = tags_file.read()
    tags_set = set()
    for tag in tags_text.split(","):
        tag = tag.strip()
        if tag:
            tag = tag.replace(" ", "_")
            if tag == "nsfw": tag = "rating:explicit"
            elif tag == "qfw": tag = "rating:questionable"
            elif tag == "sfw": tag = "rating:safe"
            tags_set.add(tag)
    return tags_set