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Create main.py
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main.py
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import gradio as gr
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import requests
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import random
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def get_random_dataset(min_likes=None, max_likes=None, task=None, language=None):
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"""Get a single random dataset from HuggingFace with optional filters"""
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try:
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# Build API request
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url = "https://huggingface.co/api/datasets"
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params = {"limit": 100, "full": "true"}
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# Add task filter if provided
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if task:
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params["filter"] = task
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# Fetch datasets
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response = requests.get(url, params=params, timeout=30)
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response.raise_for_status()
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datasets = response.json()
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# Apply filters
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filtered = []
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for ds in datasets:
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likes = ds.get("likes", 0)
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# Check likes range
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if min_likes and likes < min_likes:
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continue
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if max_likes and likes > max_likes:
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continue
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# Check language
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if language:
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langs = ds.get("cardData", {}).get("language", [])
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if isinstance(langs, str):
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langs = [langs]
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if language not in langs:
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continue
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filtered.append(ds)
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if not filtered:
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return "No datasets found matching your filters. Try adjusting them."
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# Pick random dataset
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dataset = random.choice(filtered)
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# Format output
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result = f"""## {dataset.get('id', 'Unknown')}
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**Likes:** {dataset.get('likes', 0):,}
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**Downloads:** {dataset.get('downloads', 0):,}
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**Author:** {dataset.get('author', 'Unknown')}
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**🔗 Link:** https://huggingface.co/datasets/{dataset.get('id', '')}
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**Description:**
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{dataset.get('cardData', {}).get('description', 'No description available')[:300]}...
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**Tags:** {', '.join(dataset.get('tags', [])[:8])}
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"""
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return result
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except Exception as e:
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return f"Error: {str(e)}"
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with gr.Blocks(title="Random HF Dataset Picker") as app:
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gr.Markdown("#Random HuggingFace Dataset Picker")
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gr.Markdown("Pick a completely random dataset with optional filters")
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with gr.Row():
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min_likes = gr.Number(label="Min Likes (optional)", precision=0)
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max_likes = gr.Number(label="Max Likes (optional)", precision=0)
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task = gr.Textbox(label="Task (optional)", placeholder="e.g., text-classification")
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language = gr.Textbox(label="Language Code (optional)", placeholder="e.g., en")
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btn = gr.Button("Pick Random Dataset", variant="primary")
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output = gr.Markdown()
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btn.click(
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fn=get_random_dataset,
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inputs=[min_likes, max_likes, task, language],
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outputs=output
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)
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app.launch()
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