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import os |
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import gradio as gr |
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from huggingface_hub import get_collection |
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import re |
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def extract_collection_id(input_text): |
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url_match = re.match(r'https://huggingface\.co/collections/(.+)$', input_text) |
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if url_match: |
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return url_match.group(1) |
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if re.match(r'^[\w-]+/[\w-]+$', input_text): |
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return input_text |
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return None |
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def load_collection(): |
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collection_input = os.getenv('COLLECTION_SLUG_OR_URL') |
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if not collection_input: |
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raise ValueError("COLLECTION_SLUG_OR_URL environment variable is not set.") |
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collection_id = extract_collection_id(collection_input) |
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if not collection_id: |
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raise ValueError("Invalid collection ID or URL in COLLECTION_SLUG_OR_URL environment variable.") |
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collection = get_collection(collection_id) |
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dataset_ids = [item.item_id for item in collection.items if item.item_type == 'dataset'] |
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if not dataset_ids: |
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raise ValueError("No datasets found in this collection.") |
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return dataset_ids, collection_id |
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def display_dataset(dataset_ids, index): |
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dataset_id = dataset_ids[index] |
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return gr.HTML(f"""<iframe |
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src="https://huggingface.co/datasets/{dataset_id}/embed/viewer" |
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frameborder="0" |
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width="100%" |
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height="560px" |
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></iframe>""") |
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def navigate_dataset(dataset_ids, index, direction): |
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new_index = (index + direction) % len(dataset_ids) |
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return new_index, f"Dataset {new_index + 1} of {len(dataset_ids)}: {dataset_ids[new_index]}" |
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try: |
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dataset_ids, collection_id = load_collection() |
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with gr.Blocks() as demo: |
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gr.Markdown(f"<h1>Dataset Viewer for Collection: {collection_id}</h1>") |
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index_state = gr.State(value=0) |
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with gr.Row(): |
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left_btn = gr.Button("Previous") |
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right_btn = gr.Button("Next") |
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dataset_info = gr.Markdown(f"Dataset 1 of {len(dataset_ids)}: {dataset_ids[0]}") |
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iframe_output = gr.HTML() |
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left_btn.click( |
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navigate_dataset, |
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inputs=[gr.State(dataset_ids), index_state, gr.Number(-1, visible=False)], |
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outputs=[index_state, dataset_info] |
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) |
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right_btn.click( |
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navigate_dataset, |
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inputs=[gr.State(dataset_ids), index_state, gr.Number(1, visible=False)], |
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outputs=[index_state, dataset_info] |
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) |
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index_state.change( |
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display_dataset, |
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inputs=[gr.State(dataset_ids), index_state], |
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outputs=[iframe_output] |
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) |
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demo.load( |
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fn=lambda: display_dataset(dataset_ids, 0), |
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inputs=None, |
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outputs=[iframe_output], |
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) |
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if __name__ == "__main__": |
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demo.launch() |
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except Exception as e: |
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print(f"Error: {str(e)}") |
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print("Please set the COLLECTION_SLUG_OR_URL environment variable with a valid collection ID or URL.") |