Commit
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1d123d6
1
Parent(s):
bc76ee2
Create app.py
Browse files
app.py
ADDED
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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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# Check if input is a full URL
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url_match = re.match(r'https://huggingface\.co/collections/(.+)$', input_text)
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if url_match:
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return url_match.group(1)
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# Check if input is already in the correct format
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if re.match(r'^[\w-]+/[\w-]+$', 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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# Initialize the display with the first dataset
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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.")
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