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Browse files- requirements.txt +5 -107
requirements.txt
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def _mol_from_smiles(smiles: str):
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mol = Chem.MolFromSmiles(smiles)
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if mol is None:
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raise gr.Error("Invalid SMILES string.")
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return mol
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def smiles_to_canonical(smiles: str) -> str:
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mol = _mol_from_smiles(smiles)
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return Chem.MolToSmiles(mol)
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def molecular_weight(smiles: str) -> float:
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mol = _mol_from_smiles(smiles)
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return float(Descriptors.MolWt(mol))
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def logp(smiles: str) -> float:
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mol = _mol_from_smiles(smiles)
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return float(Descriptors.MolLogP(mol))
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def tpsa(smiles: str) -> float:
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mol = _mol_from_smiles(smiles)
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return float(Descriptors.TPSA(mol))
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def mol_image(smiles: str):
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mol = _mol_from_smiles(smiles)
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return Draw.MolToImage(mol)
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def name_to_smiles(name: str) -> str:
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"""Convert chemical name to SMILES using Chemical Identifier Resolver (CIR)"""
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try:
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smiles = cirpy.resolve(name, 'smiles')
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if smiles is None:
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raise gr.Error(f"Could not find SMILES for chemical name: {name}")
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return smiles
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except Exception as e:
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raise gr.Error(f"Error converting name to SMILES: {str(e)}")
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smiles_interface = gr.Interface(
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fn=smiles_to_canonical,
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inputs=gr.Textbox(label="SMILES"),
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outputs=gr.Textbox(label="Canonical SMILES"),
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api_name="smiles_to_mol",
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description="Convert an input SMILES string to its canonical form.",
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)
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name_interface = gr.Interface(
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fn=name_to_smiles,
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inputs=gr.Textbox(label="Chemical Name", placeholder="e.g., aspirin, caffeine, benzene"),
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outputs=gr.Textbox(label="SMILES"),
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api_name="name_to_smiles",
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description="Convert a chemical name to SMILES notation.",
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examples=[["aspirin"], ["caffeine"], ["benzene"], ["ethanol"]],
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)
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mw_interface = gr.Interface(
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fn=molecular_weight,
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inputs=gr.Textbox(label="SMILES"),
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outputs=gr.Number(label="Molecular Weight (g/mol)"),
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api_name="molecular_weight",
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description="Compute the molecular weight from a SMILES string.",
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)
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logp_interface = gr.Interface(
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fn=logp,
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inputs=gr.Textbox(label="SMILES"),
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outputs=gr.Number(label="logP"),
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api_name="logp",
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description="Calculate the octanol/water partition coefficient (logP).",
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)
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tpsa_interface = gr.Interface(
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fn=tpsa,
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inputs=gr.Textbox(label="SMILES"),
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outputs=gr.Number(label="TPSA"),
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api_name="tpsa",
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description="Calculate the topological polar surface area (TPSA).",
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)
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demo = gr.TabbedInterface(
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[name_interface, smiles_interface, mw_interface, logp_interface, tpsa_interface],
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[
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"Name to SMILES",
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"SMILES to Canonical",
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"Molecular Weight",
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"LogP",
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"TPSA",
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],
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title="RDKit API",
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css=".gradio-container {max-width: 800px; margin: auto;}",
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)
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if __name__ == "__main__":
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demo.queue().launch(server_name="0.0.0.0", server_port=7860)
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# RDKit dependencies
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rdkit
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gradio==4.44.1
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huggingface_hub==0.19.4
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cirpy
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