Spaces:
Sleeping
Sleeping
import gradio as gr | |
import pandas as pd | |
def search_spaces(search_text, category): | |
if category == "All Categories": | |
spaces_df = df | |
else: | |
spaces_df = df[df['category'] == category] | |
if search_text: | |
spaces_df = spaces_df[spaces_df['title'].str.lower().str.contains(search_text.lower())] | |
spaces = spaces_df.nlargest(20, 'likes')[['title', 'likes', 'url', 'category']] | |
# Get category stats | |
total_spaces = len(spaces_df) | |
total_likes = spaces_df['likes'].sum() | |
# Format the results as HTML with clickable links and stats | |
html_content = f""" | |
<div style='margin-bottom: 20px; padding: 10px; background-color: #f5f5f5; border-radius: 5px;'> | |
<h3>Statistics:</h3> | |
<p>Total Spaces: {total_spaces}</p> | |
<p>Total Likes: {total_likes:,}</p> | |
</div> | |
<div style='max-height: 500px; overflow-y: auto;'> | |
""" | |
for _, row in spaces.iterrows(): | |
html_content += f""" | |
<div style='margin: 10px; padding: 15px; border: 1px solid #ddd; border-radius: 5px; background-color: white;'> | |
<h3><a href='{row['url']}' target='_blank' style='color: #2196F3; text-decoration: none;'>{row['title']}</a></h3> | |
<p>Category: {row['category']}</p> | |
<p>❤️ {row['likes']:,} likes</p> | |
</div> | |
""" | |
html_content += "</div>" | |
return html_content | |
# Create the Gradio interface | |
def create_app(): | |
with gr.Blocks(title="Hugging Face Spaces Explorer", theme=gr.themes.Soft()) as app: | |
gr.Markdown(""" | |
# 🤗 Hugging Face Spaces Explorer | |
Explore and discover popular Hugging Face Spaces by category | |
""") | |
with gr.Row(): | |
with gr.Column(scale=1): | |
# Category selection | |
category_dropdown = gr.Dropdown( | |
choices=["All Categories"] + sorted(df['category'].unique()), | |
label="Select Category", | |
value="All Categories" | |
) | |
# Search box | |
search_input = gr.Textbox( | |
label="Search Spaces", | |
placeholder="Enter search terms..." | |
) | |
# Display area for spaces | |
spaces_display = gr.HTML(value=search_spaces("", "All Categories")) | |
# Update display when category or search changes | |
category_dropdown.change( | |
fn=search_spaces, | |
inputs=[search_input, category_dropdown], | |
outputs=spaces_display | |
) | |
search_input.change( | |
fn=search_spaces, | |
inputs=[search_input, category_dropdown], | |
outputs=spaces_display | |
) | |
return app | |
# Launch the app | |
app = create_app() | |
app.launch(share=True) |