Add Gradio app for calculating hierarchical precision and recall
Browse files- gradioapp1.py +30 -0
gradioapp1.py
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# filename: gradioapp1.py
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import gradio as gr
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from ham import calculate_hierarchical_precision_recall
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from isco import create_hierarchy_dict
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# from tests import test_cases
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isco_csv_url = (
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"https://www.ilo.org/ilostat-files/ISCO/newdocs-08-2021/ISCO-08/ISCO-08%20EN.csv"
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)
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hierachy = create_hierarchy_dict(isco_csv_url)
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# Define the Gradio interface
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iface = gr.Interface(
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fn=calculate_hierarchical_precision_recall,
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inputs=[
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gr.Textbox(lines=2, placeholder="Enter true labels separated by commas"),
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gr.Textbox(lines=2, placeholder="Enter predicted labels separated by commas"),
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gr.Textbox(lines=5, placeholder="Enter hierarchy in JSON format"),
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],
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outputs="textbox",
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examples=[
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# Add example inputs here if necessary
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],
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description="This app calculates hierarchical precision and recall. Enter the true labels, predicted labels, and the hierarchy in JSON format.",
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)
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# Run the app
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iface.launch()
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