Update app.py
Browse files
app.py
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import gradio as gr
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# Assuming 'predict_stability' is your function that predicts protein stability
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def predict_stability(model_choice, organism_choice, pdb_file=None, sequence=None):
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# Dummy return for illustration; replace with your actual prediction logic
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return f"Predicted Stability using {model_choice} for {organism_choice}: Example Output"
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# Gradio Interface
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with gr.Blocks() as demo:
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gr.Markdown(
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@@ -33,8 +48,10 @@ with gr.Blocks() as demo:
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with gr.TabItem("Upload PDB File"):
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gr.Markdown("### Upload your PDB file:")
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pdb_file = gr.File(label="Upload PDB File")
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predict_button = gr.Button("Predict Stability")
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prediction_output = gr.Textbox(label=
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predict_button.click(fn=predict_stability, inputs=[model_choice, organism_choice, pdb_file], outputs=prediction_output)
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import gradio as gr
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import sys
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import random
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sys.path.append("scripts/")
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from foldseek_util import get_struc_seq
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# Assuming 'predict_stability' is your function that predicts protein stability
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def predict_stability(model_choice, organism_choice, pdb_file=None, sequence=None):
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# Dummy return for illustration; replace with your actual prediction logic
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return f"Predicted Stability using {model_choice} for {organism_choice}: Example Output"
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def get_foldseek_seq(pdb_path):
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parsed_seqs = get_struc_seq(
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"bin/foldseek",
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pdb_path,
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["A"],
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process_id=random.randint(0, 10000000),
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)["A"]
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return parsed_seqs
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# Gradio Interface
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with gr.Blocks() as demo:
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gr.Markdown(
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with gr.TabItem("Upload PDB File"):
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gr.Markdown("### Upload your PDB file:")
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pdb_file = gr.File(label="Upload PDB File")
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output = get_foldseek_seq(pdb_file)
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predict_button = gr.Button("Predict Stability")
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prediction_output = gr.Textbox(label=str(output), interactive=False)
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predict_button.click(fn=predict_stability, inputs=[model_choice, organism_choice, pdb_file], outputs=prediction_output)
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