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bbc8fc2
1
Parent(s):
4ad74f8
Add Collection Cloner feature using Hugging Face
Browse files
app.py
ADDED
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from huggingface_hub import HfApi
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import gradio as gr
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def clone_collection(
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source_slug, dest_namespace, dest_title, token, private=False, exist_ok=False
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):
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api = HfApi(token=token)
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collection = api.get_collection(source_slug)
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if not collection:
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raise gr.Error(
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f"Collection {source_slug} does not exist or you do not have access to it."
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)
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description = f"Copy of {collection.title}"
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new_collection = api.create_collection(
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dest_title,
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namespace=dest_namespace,
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exists_ok=exist_ok,
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private=private,
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description=description,
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token=token,
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)
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for item in collection.items:
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api.add_collection_item(
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new_collection.slug, item.item_id, item_type=item.item_type
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)
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return f"[Collection]({collection.url}) has been cloned into [new_collection.slug]({new_collection.url})"
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title = (
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"""<h1 style='text-align: center;'> 🧬 Collection Cloner 🧬</h1>"""
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)
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description = """<div style='text-align: center;'>
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<p>This space allows you to clone a [Collection](https://huggingface.co/docs/hub/collections) from the Hugging Face Hub into your own namespace.
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You can then edit the collection to your liking!</p>
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</div>"""
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with gr.Blocks() as demo:
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gr.HTML(title)
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gr.Markdown(description)
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with gr.Row():
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token = gr.Textbox(
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label="Token",
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type="password",
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)
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with gr.Column():
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gr.Markdown("## Source Collection")
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source_slug = gr.Textbox(
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label="Source Collection Slug",
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)
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gr.Markdown("## Destination Collection info")
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dest_namespace = gr.Textbox(
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label="Destination Namespace",
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interactive=True,
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)
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dest_title = gr.Textbox(
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label="Destination Title",
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)
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with gr.Row():
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private = gr.Checkbox(
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False,
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label="Private",
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)
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overwrite = gr.Checkbox(
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False,
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label="Overwrite existing collection?",
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)
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submit_btn = gr.Button("Clone Collection")
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response = gr.Markdown()
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submit_btn.click(
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clone_collection,
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[
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source_slug,
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dest_namespace,
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dest_title,
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token,
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private,
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overwrite,
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],
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response,
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)
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demo.launch()
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