Create app.py
Browse files
app.py
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import gradio as gr
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from gradio_molecule3d import Molecule3D
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import deepchem as dc
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import os
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example = Molecule3D().example_inputs()
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reps = [
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{
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"model": 0,
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"chain": "",
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"resname": "",
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"style": "stick",
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"color": "whiteCarbon",
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"residue_range": "",
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"around": 0,
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"height": 150,
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"byres": False,
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"visible": False
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}
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]
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def get_file_name_without_extension(file_path):
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base_name = os.path.basename(file_path)
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file_name = os.path.splitext(base_name)[0]
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return file_name
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def predict(input_receptor,input_ligand):
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print(input_ligand)
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vpg = dc.dock.pose_generation.VinaPoseGenerator()
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saved_filename = get_file_name_without_extension(input_ligand)
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complexes, scores = vpg.generate_poses(molecular_complex=(input_receptor,input_ligand), # protein-ligand files for docking,
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out_dir='./output_directory',
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generate_scores=True
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)
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# print(complexes[0])
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return scores
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with gr.Blocks() as docking:
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inp = [Molecule3D(label="Receptor", reps=reps),Molecule3D(label="Ligand", reps=reps)]
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out = gr.Textbox(label="Docking Output")#Molecule3D(label="Output", reps=reps)
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# out = Molecule3D(label="Output", reps=reps)
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btn = gr.Button("Docking")
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btn.click(predict, inputs=inp, outputs=out)
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if __name__ == '__main__':
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docking.launch()
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