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Simon Dürr
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1
Parent(s):
86ebb4c
add app.py
Browse files
README.md
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title: Gradio
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colorFrom: green
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colorTo: red
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sdk: gradio
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license: mit
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title: Gradio 2D Molecule Editor (SMILES)
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emoji: ⚛️
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colorFrom: green
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colorTo: red
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sdk: gradio
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license: mit
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---
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This repo contains a sample on how to use the Ketcher Molecule Editor with gradio.
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To adapt simply add your ML model in the run function.
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Ketcher is licensed under Apache2.0 License https://github.com/epam/ketcher
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app.py
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import gradio as gr
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viewer_html = """
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<div id="loading" style="display:flex;justify-content:center;align-items:center">
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<p style="padding:0.2rem 1rem 0 0;color:#c1c1c1; font-size:1rem">loading SMILES editor</p>
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<svg version="1.1" id="L4" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
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viewBox="0 0 100 100" enable-background="new 0 0 0 0" xml:space="preserve" width="5rem">
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<circle fill="#FF7C00" stroke="none" cx="6" cy="50" r="6">
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<animate
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attributeName="opacity"
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dur="1s"
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values="0;1;0"
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repeatCount="indefinite"
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begin="0.1"/>
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</circle>
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<circle fill="#FF7C00" stroke="none" cx="26" cy="50" r="6">
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<animate
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attributeName="opacity"
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dur="1s"
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values="0;1;0"
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repeatCount="indefinite"
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begin="0.2"/>
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</circle>
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<circle fill="#FF7C00" stroke="none" cx="46" cy="50" r="6">
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<animate
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attributeName="opacity"
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dur="1s"
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values="0;1;0"
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repeatCount="indefinite"
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begin="0.3"/>
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</circle>
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</svg>
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</div>
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<div id="root"></div>
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"""
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load_js = """
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async () => {
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var loadingDiv = document.getElementById('loading');
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loadingDiv.style.display = 'flex';
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//load css
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let url = "https://huggingface.co/datasets/simonduerr/ketcher-2.7.2/raw/main/static/css/main.6a646761.css"
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fetch(url)
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.then(res => res.text())
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.then(text => {
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const style = document.createElement('style');
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style.textContent = text
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document.head.appendChild(style);
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});
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//load ketcher
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url = "https://huggingface.co/datasets/simonduerr/ketcher-2.7.2/resolve/main/static/js/main.5445f351.js"
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fetch(url)
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.then(res => res.text())
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.then(text => {
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const script = document.createElement('script');
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//script.type = "module"
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script.src = URL.createObjectURL(new Blob([text], { type: 'application/javascript' }));
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document.head.appendChild(script);
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loadingDiv.style.display = 'none';
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});
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}
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"""
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# add your logic here, hidden_state contains the SMILES string returned from Editor
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def run(hidden_state):
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return f"{hidden_state}"
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get_js = """
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async () => {
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return ketcher.getSmiles().then(function(smiFile){return smiFile})
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}
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"""
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with gr.Blocks() as blocks:
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gr.Markdown("""
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# Gradio Molecule entry with Ketcher
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""")
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html = gr.HTML(viewer_html)
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#do not change this part
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hidden_state = gr.Textbox(visible=False)
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# we need a hidden textbox that can be used to first trigger the JS callback
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# and then onchange of the textbox, we can run the python function
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out = gr.Textbox("", label="SMILES")
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btn = gr.Button("Get SMILES")
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# trigger JS callback and written to hidden textbox
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btn.click(fn=None,
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inputs=[],
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outputs=[hidden_state],
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_js=get_js)
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# run python function on change of hidden textbox, add your logic to run function
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hidden_state.change(fn=run, inputs=[hidden_state], outputs=[out])
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# load JS on load of the page
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blocks.load(None, None, None, _js=load_js)
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blocks.launch()
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