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import requests,re,base64,io,numpy as np | |
from PIL import Image,ImageOps | |
import torch,gradio as gr | |
# Helper to load image from URL | |
def loadImageFromUrl(url): | |
response = requests.get(url, timeout=10) | |
if response.status_code != 200: | |
raise Exception(f"Failed to load image from {url}") | |
i = Image.open(io.BytesIO(response.content)) | |
i = ImageOps.exif_transpose(i) | |
if i.mode != "RGBA": | |
i = i.convert("RGBA") | |
alpha = i.split()[-1] | |
image = Image.new("RGB", i.size, (0, 0, 0)) | |
image.paste(i, mask=alpha) | |
image = np.array(image).astype(np.float32) / 255.0 | |
image = torch.from_numpy(image)[None,] | |
return image | |
# Fetch data from multiple booru platforms | |
def fetch_booru_images(site, Tags, exclude_tags, score, count, Safe, Questionable, Explicit): | |
# Clean and format tags | |
def clean_tag_list(tags): | |
return [item.strip().replace(' ', '_') for item in tags.split(',') if item.strip()] | |
Tags = '+'.join(clean_tag_list(Tags)) if Tags else '' | |
exclude_tags = '+'.join('-' + tag for tag in clean_tag_list(exclude_tags)) | |
rating_filters = [] | |
if not Safe: | |
rating_filters.extend(["rating:safe", "rating:general"]) | |
if not Questionable: | |
rating_filters.extend(["rating:questionable", "rating:sensitive"]) | |
if not Explicit: | |
rating_filters.append("rating:explicit") | |
rating_filters = '+'.join(f'-{r}' for r in rating_filters) | |
score_filter = f"score:>{score}" | |
# Build query | |
base_query = f"tags=sort:random+{Tags}+{exclude_tags}+{score_filter}+{rating_filters}&limit={count}&json=1" | |
base_query = re.sub(r"\++", "+", base_query) | |
# Fetch data based on site | |
if site == "Gelbooru": | |
url = f"https://gelbooru.com/index.php?page=dapi&s=post&q=index&{base_query}" | |
response = requests.get(url).json() | |
posts = response.get("post", []) | |
elif site == "Rule34": | |
url = f"https://api.rule34.xxx/index.php?page=dapi&s=post&q=index&{base_query}" | |
response = requests.get(url).json() | |
posts = response | |
elif site == "Xbooru": | |
url = f"https://xbooru.com/index.php?page=dapi&s=post&q=index&{base_query}" | |
response = requests.get(url).json() | |
posts = response | |
else: | |
return [], [], [] | |
# Extract image URLs, tags, and post URLs | |
image_urls = [] | |
tags_list = [post.get("tags", "").replace(" ", ", ").replace("_", " ").replace("(", "\\(").replace(")", "\\)").strip() for post in posts] | |
post_urls = [] | |
for post in posts: | |
if site in ["Gelbooru", "Rule34", "Xbooru"]: | |
file_url = post.get("file_url") | |
tags = post.get("tags", "").replace(" ", ", ").strip() | |
post_id = post.get("id", "") | |
else: | |
continue | |
if file_url: | |
image_urls.append(file_url) | |
tags_list.append(tags) | |
if site == "Gelbooru": | |
post_urls.append(f"https://gelbooru.com/index.php?page=post&s=view&id={post_id}") | |
elif site == "Rule34": | |
post_urls.append(f"https://rule34.xxx/index.php?page=post&s=view&id={post_id}") | |
elif site == "Xbooru": | |
post_urls.append(f"https://xbooru.com/index.php?page=post&s=view&id={post_id}") | |
return image_urls, tags_list, post_urls | |
# Main function to fetch and return processed images | |
def booru_gradio(Tags, exclude_tags, score, count, Safe, Questionable, Explicit, site): | |
image_urls, tags_list, post_urls = fetch_booru_images(site, Tags, exclude_tags, score, count, Safe, Questionable, Explicit) | |
if not image_urls: | |
return [], [], [], [] | |
image_data = [] | |
for url in image_urls: | |
try: | |
image = loadImageFromUrl(url) | |
image = (image * 255).clamp(0, 255).cpu().numpy().astype(np.uint8)[0] | |
image = Image.fromarray(image) | |
image_data.append(image) | |
except Exception as e: | |
print(f"Error loading image from {url}: {e}") | |
continue | |
return image_data, tags_list, post_urls, image_urls | |
# Update UI on image click | |
def on_select(evt: gr.SelectData, tags_list, post_url_list, image_url_list): | |
idx = evt.index | |
if idx < len(tags_list): | |
return tags_list[idx], post_url_list[idx], image_url_list[idx] | |
return "No tags", "", "" |