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import os
import random
import base64
import requests
from selenium import webdriver
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
from selenium.common.exceptions import WebDriverException, TimeoutException
from PIL import Image
from io import BytesIO
from datetime import datetime
import gradio as gr
from typing import Tuple
import time
from pathlib import Path # μΆκ°
# μ€ν¬λ¦°μ· μΊμ λλ ν 리 μ€μ
CACHE_DIR = Path("screenshot_cache")
CACHE_DIR.mkdir(exist_ok=True)
# μ μ λ³μλ‘ μ€ν¬λ¦°μ· μΊμ μ μΈ
SCREENSHOT_CACHE = {}
def get_cached_screenshot(url: str) -> str:
"""μΊμλ μ€ν¬λ¦°μ· κ°μ Έμ€κΈ° λλ μλ‘ μμ±"""
cache_file = CACHE_DIR / f"{base64.b64encode(url.encode()).decode()}.png"
if cache_file.exists():
with open(cache_file, "rb") as f:
return base64.b64encode(f.read()).decode()
return take_screenshot(url)
def take_screenshot(url):
"""μΉμ¬μ΄νΈ μ€ν¬λ¦°μ· 촬μ ν¨μ (λ‘λ© λκΈ° μκ° μΆκ°)"""
if url in SCREENSHOT_CACHE:
return SCREENSHOT_CACHE[url]
if not url.startswith('http'):
url = f"https://{url}"
options = webdriver.ChromeOptions()
options.add_argument('--headless')
options.add_argument('--no-sandbox')
options.add_argument('--disable-dev-shm-usage')
options.add_argument('--window-size=1080,720')
try:
driver = webdriver.Chrome(options=options)
driver.get(url)
# λͺ
μμ λκΈ°: body μμκ° λ‘λλ λκΉμ§ λκΈ° (μ΅λ 10μ΄)
try:
WebDriverWait(driver, 10).until(
EC.presence_of_element_located((By.TAG_NAME, "body"))
)
except TimeoutException:
print(f"νμ΄μ§ λ‘λ© νμμμ: {url}")
# μΆκ° λκΈ° μκ°μ 2μ΄λ‘ μ¦κ°
time.sleep(2) # 1μ΄μμ 2μ΄λ‘ λ³κ²½
# JavaScript μ€ν μλ£ λκΈ°
driver.execute_script("return document.readyState") == "complete"
# μ€ν¬λ¦°μ· 촬μ
screenshot = driver.get_screenshot_as_png()
img = Image.open(BytesIO(screenshot))
buffered = BytesIO()
img.save(buffered, format="PNG")
base64_image = base64.b64encode(buffered.getvalue()).decode()
# μΊμμ μ μ₯
SCREENSHOT_CACHE[url] = base64_image
return base64_image
except WebDriverException as e:
print(f"μ€ν¬λ¦°μ· 촬μ μ€ν¨: {str(e)} for URL: {url}")
return None
except Exception as e:
print(f"μμμΉ λͺ»ν μ€λ₯: {str(e)} for URL: {url}")
return None
finally:
if 'driver' in locals():
driver.quit()
def get_space_card(space: dict, index: int) -> str:
"""μ€νμ΄μ€ μΉ΄λ HTML μμ±"""
space_id = space.get('id', '')
author, title = space_id.split('/', 1)
likes = format(space.get('likes', 0), ',')
sdk = space.get('sdk', 'N/A')
created = space.get('createdAt', '').split('T')[0]
url = f"https://huggingface.co/spaces/{space_id}"
screenshot = get_cached_screenshot(url)
bg_color = f"rgba({random.randint(230,255)}, {random.randint(230,255)}, {random.randint(230,255)}, 0.8)"
return f"""
<div class="space-card" style='
position: relative;
border: none;
padding: 0;
margin: 10px;
border-radius: 20px;
box-shadow: 0 10px 20px rgba(0,0,0,0.1);
background: white;
transition: all 0.3s ease;
overflow: hidden;
min-height: 400px;
cursor: pointer;
transform-origin: center;'
onmouseover="this.style.transform='scale(1.02)'; this.style.boxShadow='0 15px 30px rgba(0,0,0,0.15)';"
onmouseout="this.style.transform='scale(1)'; this.style.boxShadow='0 10px 20px rgba(0,0,0,0.1)';"
onclick="window.open('{url}', '_blank')">
<!-- μ€ν¬λ¦°μ· μμ -->
<div style='
width: 100%;
height: 200px;
background-image: url(data:image/png;base64,{screenshot if screenshot else ''});
background-size: cover;
background-position: center;
border-bottom: 3px solid {bg_color};
position: relative;'>
<!-- μμ λ±μ§ -->
<div style='
position: absolute;
top: 10px;
left: 10px;
background: rgba(0,0,0,0.7);
color: white;
padding: 5px 15px;
border-radius: 20px;
font-weight: bold;
font-size: 0.9em;
backdrop-filter: blur(5px);'>
#{index + 1}
</div>
<!-- SDK λ±μ§ -->
<div style='
position: absolute;
top: 10px;
right: 10px;
background: {bg_color};
padding: 5px 15px;
border-radius: 20px;
font-weight: bold;
font-size: 0.8em;
backdrop-filter: blur(5px);'>
π οΈ {sdk}
</div>
</div>
<!-- μ½ν
μΈ μμ -->
<div style='
padding: 20px;
background: white;'>
<!-- μ λͺ© -->
<h3 style='
margin: 0 0 15px 0;
color: #333;
font-size: 1.3em;
line-height: 1.4;
display: -webkit-box;
-webkit-line-clamp: 2;
-webkit-box-orient: vertical;
overflow: hidden;
text-overflow: ellipsis;'>
{title}
</h3>
<!-- λ©ν μ 보 그리λ -->
<div style='
display: grid;
grid-template-columns: repeat(2, 1fr);
gap: 10px;
margin-bottom: 20px;
font-size: 0.9em;'>
<div style='
display: flex;
align-items: center;
color: #666;'>
<span style='margin-right: 5px;'>π€</span> {author}
</div>
<div style='
display: flex;
align-items: center;
color: #666;'>
<span style='margin-right: 5px;'>β€οΈ</span> {likes}
</div>
<div style='
display: flex;
align-items: center;
color: #666;
grid-column: span 2;'>
<span style='margin-right: 5px;'>π
</span> {created}
</div>
</div>
<!-- μ‘μ
λ²νΌ -->
<div style='
display: flex;
justify-content: space-between;
align-items: center;'>
<a href='{url}' target='_blank'
style='
display: inline-flex;
align-items: center;
padding: 8px 20px;
background: linear-gradient(135deg, #6e8efb, #4a6cf7);
color: white;
text-decoration: none;
border-radius: 25px;
font-weight: 500;
transition: all 0.3s ease;
box-shadow: 0 4px 15px rgba(74,108,247,0.2);'
onmouseover="this.style.transform='translateY(-2px)'; this.style.boxShadow='0 6px 20px rgba(74,108,247,0.3)';"
onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 4px 15px rgba(74,108,247,0.2)';">
View Space <span style='margin-left: 8px;'>β</span>
</a>
<div style='
display: flex;
gap: 10px;'>
<div style='
padding: 8px;
background: #f5f5f5;
border-radius: 50%;
cursor: pointer;
transition: all 0.3s ease;'
onmouseover="this.style.background='#ebebeb';"
onmouseout="this.style.background='#f5f5f5';">
β
</div>
<div style='
padding: 8px;
background: #f5f5f5;
border-radius: 50%;
cursor: pointer;
transition: all 0.3s ease;'
onmouseover="this.style.background='#ebebeb';"
onmouseout="this.style.background='#f5f5f5';">
π
</div>
</div>
</div>
</div>
</div>
"""
def get_trending_spaces(progress=gr.Progress()) -> Tuple[str, str]:
"""νΈλ λ© μ€νμ΄μ€ κ°μ Έμ€κΈ°"""
url = "https://huggingface.co/api/spaces"
try:
progress(0, desc="Fetching spaces data...")
response = requests.get(url)
response.raise_for_status()
spaces = response.json()
# μμ 10κ°λ§ μ ν (μλ³Έ μμ μ μ§)
top_spaces = spaces[:10]
progress(0.1, desc="Creating gallery...")
html_content = """
<div style='padding: 20px; background: #f5f5f5;'>
<div style='display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 20px;'>
"""
for idx, space in enumerate(top_spaces):
author, title = space['id'].split('/', 1)
space_url = f"https://huggingface.co/spaces/{space['id']}"
likes = format(space.get('likes', 0), ',')
created = space.get('createdAt', '').split('T')[0]
screenshot = take_screenshot(space_url)
bg_color = f"rgba({random.randint(230,255)}, {random.randint(230,255)}, {random.randint(230,255)}, 0.8)"
html_content += f"""
<div class="space-card" style='
position: relative;
border: none;
padding: 20px;
margin: 10px;
border-radius: 15px;
box-shadow: 0 4px 8px rgba(0,0,0,0.1);
background-image: linear-gradient({bg_color}, {bg_color}),
url(data:image/png;base64,{screenshot if screenshot else ''});
background-size: cover;
background-position: center;
background-blend-mode: overlay;
transition: transform 0.3s ease;
min-height: 250px;
cursor: pointer;'
onclick="window.open('{space_url}', '_blank')">
<div style='
position: absolute;
bottom: 0;
left: 0;
right: 0;
background: rgba(255, 255, 255, 0.95);
padding: 10px;
border-radius: 0 0 15px 15px;
font-size: 0.8em;'>
<div style='font-size: 1.2em; font-weight: bold; color: #333; margin-bottom: 5px;'>
#{idx + 1} {title}
</div>
<div style='display: grid; grid-template-columns: repeat(2, 1fr); gap: 5px;'>
<div style='color: #666;'>π€ {author}</div>
<div style='color: #666;'>π οΈ {space.get('sdk', 'N/A')}</div>
<div style='color: #666;'>β€οΈ {likes}</div>
<div style='color: #666;'>π
{created}</div>
</div>
</div>
</div>
"""
progress((0.1 + 0.9 * idx/10), desc=f"Loading space {idx+1}/10...")
html_content += "</div></div>"
progress(1.0, desc="Complete!")
return html_content, "Gallery refresh complete!"
except Exception as e:
error_html = f'<div style="color: red; padding: 20px;">Error: {str(e)}</div>'
return error_html, f"Error: {str(e)}"
def get_models(progress=gr.Progress()) -> Tuple[str, str]:
"""μΈκΈ° λͺ¨λΈ κ°μ Έμ€κΈ°"""
url = "https://huggingface.co/api/models"
try:
progress(0, desc="Fetching models data...")
response = requests.get(url)
response.raise_for_status()
models = response.json()
# μμ 10κ°λ§ μ ν
top_models = models[:10]
progress(0.1, desc="Creating gallery...")
html_content = """
<div style='padding: 20px; background: #f5f5f5;'>
<div style='display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 20px;'>
"""
for idx, model in enumerate(top_models):
model_id = model.get('id', '')
author = model_id.split('/')[0]
title = model_id.split('/')[-1]
likes = format(model.get('likes', 0), ',')
downloads = format(model.get('downloads', 0), ',')
created = model.get('createdAt', '').split('T')[0]
url = f"https://huggingface.co/{model_id}"
screenshot = get_cached_screenshot(url)
html_content += get_space_card({"id": model_id, "likes": model.get('likes', 0),
"sdk": "model", "createdAt": created}, idx)
progress((0.1 + 0.9 * idx/10), desc=f"Loading model {idx+1}/10...")
html_content += "</div></div>"
progress(1.0, desc="Complete!")
return html_content, "Models gallery refresh complete!"
except Exception as e:
error_html = f'<div style="color: red; padding: 20px;">Error: {str(e)}</div>'
return error_html, f"Error: {str(e)}"
def get_datasets(progress=gr.Progress()) -> Tuple[str, str]:
"""μΈκΈ° λ°μ΄ν°μ
κ°μ Έμ€κΈ°"""
url = "https://huggingface.co/api/datasets"
try:
progress(0, desc="Fetching datasets data...")
response = requests.get(url)
response.raise_for_status()
datasets = response.json()
# μμ 10κ°λ§ μ ν
top_datasets = datasets[:10]
progress(0.1, desc="Creating gallery...")
html_content = """
<div style='padding: 20px; background: #f5f5f5;'>
<div style='display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 20px;'>
"""
for idx, dataset in enumerate(top_datasets):
dataset_id = dataset.get('id', '')
author = dataset_id.split('/')[0]
title = dataset_id.split('/')[-1]
likes = format(dataset.get('likes', 0), ',')
downloads = format(dataset.get('downloads', 0), ',')
created = dataset.get('createdAt', '').split('T')[0]
url = f"https://huggingface.co/datasets/{dataset_id}"
screenshot = get_cached_screenshot(url)
html_content += get_space_card({"id": dataset_id, "likes": dataset.get('likes', 0),
"sdk": "dataset", "createdAt": created}, idx)
progress((0.1 + 0.9 * idx/10), desc=f"Loading dataset {idx+1}/10...")
html_content += "</div></div>"
progress(1.0, desc="Complete!")
return html_content, "Datasets gallery refresh complete!"
except Exception as e:
error_html = f'<div style="color: red; padding: 20px;">Error: {str(e)}</div>'
return error_html, f"Error: {str(e)}"
def create_interface():
"""Gradio μΈν°νμ΄μ€ μμ±"""
with gr.Blocks(title="Hugging Face Trending Board") as interface:
gr.Markdown("# π€ Hugging Face Trending Board")
with gr.Tabs() as tabs:
# Spaces ν
with gr.Tab("π― Trending Spaces"):
gr.Markdown("Shows top 10 trending spaces on Hugging Face")
with gr.Row():
spaces_refresh_btn = gr.Button("Refresh Spaces", variant="primary")
spaces_gallery = gr.HTML()
spaces_status = gr.Markdown("Ready")
# Models ν
with gr.Tab("π€ Trending Models"):
gr.Markdown("Shows top 10 trending models on Hugging Face")
with gr.Row():
models_refresh_btn = gr.Button("Refresh Models", variant="primary")
models_gallery = gr.HTML()
models_status = gr.Markdown("Ready")
# Datasets ν
with gr.Tab("π Trending Datasets"):
gr.Markdown("Shows top 10 trending datasets on Hugging Face")
with gr.Row():
datasets_refresh_btn = gr.Button("Refresh Datasets", variant="primary")
datasets_gallery = gr.HTML()
datasets_status = gr.Markdown("Ready")
# Event handlers
spaces_refresh_btn.click(
fn=get_trending_spaces,
outputs=[spaces_gallery, spaces_status],
show_progress=True
)
models_refresh_btn.click(
fn=get_models,
outputs=[models_gallery, models_status],
show_progress=True
)
datasets_refresh_btn.click(
fn=get_datasets,
outputs=[datasets_gallery, datasets_status],
show_progress=True
)
# μ΄κΈ° λ‘λ
interface.load(
fn=get_trending_spaces,
outputs=[spaces_gallery, spaces_status]
)
interface.load(
fn=get_models,
outputs=[models_gallery, models_status]
)
interface.load(
fn=get_datasets,
outputs=[datasets_gallery, datasets_status]
)
return interface
if __name__ == "__main__":
try:
demo = create_interface()
demo.launch(
share=True,
inbrowser=True,
show_api=False
)
except Exception as e:
print(f"Error launching app: {e}") |