scrape_yan.py

import os
import sys
import utils
import random
import urllib
import asyncio
import aiohttp
import aiofiles
import argparse
import concurrent
from constants import *

TIMEOUT = 30 # Local override.

async def process_link(thread_pool, session, image_object, existing_image_ids, width, height, convert_to_avif, use_low_quality, min_tags):
    image_id = str(image_object["id"])
    if image_id in existing_image_ids:
        # print(f"Image {image_id} already exists, skipped.")
        return
    existing_image_ids.add(image_id)
    error = None
    for i in range(1, MAX_RETRY + 2): # 1 indexed.
        try:
            if utils.get_sigint_count() >= 1:
                break
            # print(f"Processing image {image_id}...")
            if not use_low_quality:
                image_url = image_object["file_url"]
            else:
                image_url = image_object["sample_url"]
            image_ext = os.path.splitext(image_url)[1].lower()
            if image_ext not in IMAGE_EXT:
                print(f"Image {image_id} is not an image, skipped.")
                return
            tags = image_object["tags"].split()
            tag_count = len(tags)
            if tag_count < min_tags:
                # print(f"Image {image_id} doesn't have enough tags({tag_count} < {min_tags}), skipped.")
                return
            rating = image_object["rating"]
            if rating == "e": tags.append("nsfw")
            elif rating == "q": tags.append("qfw")
            else: tags.append("sfw")
            random.shuffle(tags)
            image_path = os.path.join(IMAGE_DIR, image_id + image_ext)
            tags_path = os.path.join(IMAGE_DIR, image_id + ".txt")
            tags_text = ", ".join(tag.replace("_", " ").replace("nekomimi", "cat girl") for tag in tags)
            async with session.get(image_url) as img_response:
                img_data = await img_response.read()
            async with aiofiles.open(image_path, "wb") as f:
                await f.write(img_data)
            async with aiofiles.open(tags_path, "w", encoding="utf8") as f:
                await f.write(tags_text)
            if not await utils.submit_validation(thread_pool, image_path, tags_path, width, height, convert_to_avif):
                existing_image_ids.remove(image_id)
            return
        except Exception as e:
            error = e
            if i > MAX_RETRY:
                break
            # print(f"A {e.__class__.__name__} occurred with image {image_id}: {e}\nPausing for 0.1 second before retrying attempt {i}/{MAX_RETRY}...")
            await asyncio.sleep(0.1)
    existing_image_ids.remove(image_id)
    print(f"All retry attempts failed, image {image_id} skipped. Final error {error.__class__.__name__}: {error}")

def parse_args():
    parser = argparse.ArgumentParser(description="Scrape images from yande.re.")
    parser.add_argument("-s", "--site", default="https://yande.re", help="Domain to scrape from, default to https://yande.re")
    parser.add_argument("-W", "--width", type=int, help="Scale the width of the image to the specified value, must either provide both width and height or not provide both")
    parser.add_argument("-H", "--height", type=int, help="Scale the height of the image to the specified value, must either provide both width and height or not provide both")
    parser.add_argument("-a", "--avif", action="store_true", help="If set, will convert the image into avif, need to have pillow-avif-plugin installed")
    parser.add_argument("-l", "--low-quality", action="store_true", help="If set, will download the sample instead of the original image")
    parser.add_argument("-t", "--min-tags", type=int, default=0, help="Filter out images with less than the specified amount of tags, default to 0")
    parser.add_argument("tags_to_search", nargs=argparse.REMAINDER, help="List of tags to search for, when not specified, matches every image")
    args = parser.parse_args()
    if args.width is None or args.height is None:
        if args.width is not None or args.height is not None:
            print("You must either provide both width and height or not provide both at the same time!")
            sys.exit(1)
    else:
        if args.width < 1:
            print("Width must be greater than or equal to 1!")
            sys.exit(1)
        if args.height < 1:
            print("Height must be greater than or equal to 1!")
            sys.exit(1)
    if args.avif:
        try:
            import pillow_avif
        except ImportError:
            print("You need to pip install pillow-avif-plugin to use avif conversion!")
            sys.exit(1)
    if args.min_tags < 0:
        print("Min tags must be greater than or equal to 0!")
        sys.exit(1)
    if not args.tags_to_search:
        args.tags_to_search = [""]
    return args

async def main():
    args = parse_args()
    print("Starting...")
    page_number = 1
    search_tags = "+".join(urllib.parse.quote(tag, safe="") for tag in args.tags_to_search)

    os.makedirs(IMAGE_DIR, exist_ok=True)
    existing_image_ids = utils.get_existing_image_id_set(IMAGE_DIR)
    utils.register_sigint_callback()

    async with aiohttp.ClientSession(timeout=aiohttp.ClientTimeout(total=TIMEOUT), connector=aiohttp.TCPConnector(limit=0, ttl_dns_cache=600)) as session:
        thread_pool = concurrent.futures.ThreadPoolExecutor(max_workers=os.cpu_count())
        tasks = []
        while True:
            try:
                if utils.get_sigint_count() >= 1:
                    break
                request_url = f"{args.site}/post.json?limit=1000&tags={search_tags}&page={page_number}"
                print(f"Going to {request_url}")
                async with session.get(request_url) as response:
                    image_objects = await response.json()
                image_count = len(image_objects)
                if image_count == 0:
                    print("Website returned 0 images.")
                    break
                print(f"Got {image_count} posts.")
                page_number += 1
                for image_object in image_objects:
                    if utils.get_sigint_count() >= 1:
                        break
                    while len(tasks) >= MAX_TASKS:
                        if utils.get_sigint_count() >= 1:
                            break
                        await asyncio.sleep(0.1)
                        for i in range(len(tasks) - 1, -1, -1):
                            task = tasks[i]
                            if task.done():
                                await task
                                del tasks[i]
                    tasks.append(asyncio.create_task(process_link(thread_pool, session, image_object, existing_image_ids, args.width, args.height, args.avif, args.low_quality, args.min_tags)))
            except Exception as e:
                print(f"An error occurred: {e}\nPausing for 0.1 second before retrying...")
                await asyncio.sleep(0.1)
        if utils.get_sigint_count() >= 1:
            print("Script interrupted by user, gracefully exiting...\nYou can interrupt again to exit semi-forcefully, but it will break image checks!")
        else:
            print("No more images to download, waiting already submitted tasks to finish...")
        while tasks and utils.get_sigint_count() <= 1:
            await asyncio.sleep(0.1)
            for i in range(len(tasks) - 1, -1, -1):
                task = tasks[i]
                if task.done():
                    await task
                    del tasks[i]
    if utils.get_sigint_count() >= 1:
        if utils.get_sigint_count() >= 2:
            print("Another interrupt received, exiting semi-forcefully...\nYou can interrupt again for truly forceful exit, but it most likely will break a lot of things!")
        sys.exit(1)

if __name__ == "__main__":
    try:
        asyncio.run(main())
    except KeyboardInterrupt:
        print("\nScript interrupted by user, exiting...")
        sys.exit(1)