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Runtime error
Runtime error
Add molecular orbital visualization tab
Browse files- app.py +80 -1
- requirements.txt +4 -1
app.py
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@@ -4,6 +4,9 @@ from rdkit.Chem import Descriptors, Draw, AllChem
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import cirpy
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import pubchempy as pcp
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from urllib.error import HTTPError, URLError
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# RDKit API with multiple endpoints
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@@ -83,6 +86,64 @@ def smiles_to_name(smiles: str) -> str:
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return f"No name available. Canonical SMILES: {canonical_smiles}"
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def name_to_3d_molecule(name: str) -> str:
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"""Convert chemical name to 3D molecule visualization"""
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try:
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@@ -153,6 +214,14 @@ smiles_to_name_interface = gr.Interface(
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description="Convert a SMILES string to a chemical name.",
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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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@@ -197,10 +266,20 @@ molecule_3d_interface = gr.Interface(
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demo = gr.TabbedInterface(
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-
[
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[
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"Name to SMILES",
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"3D Molecule Viewer",
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"SMILES to Canonical",
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"SMILES to Name",
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"Molecular Weight",
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import cirpy
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import pubchempy as pcp
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from urllib.error import HTTPError, URLError
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import os
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import tempfile
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from pathlib import Path
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# RDKit API with multiple endpoints
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return f"No name available. Canonical SMILES: {canonical_smiles}"
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def smiles_to_molecular_orbitals(smiles: str) -> str:
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"""Generate HOMO/LUMO isosurfaces using Psikit and render with py3Dmol."""
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mol = _mol_from_smiles(smiles)
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if mol.GetNumAtoms() > 30:
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raise gr.Error("Please provide a molecule with 30 atoms or fewer for orbital visualization.")
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try:
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from psikit import Psikit
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except ImportError as exc: # pragma: no cover - runtime dependency
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raise gr.Error("Psikit is required for molecular orbital visualization.") from exc
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try:
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import py3Dmol
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except ImportError as exc: # pragma: no cover - runtime dependency
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raise gr.Error("py3Dmol is required for molecular orbital visualization.") from exc
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with tempfile.TemporaryDirectory() as tmpdir:
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original_cwd = os.getcwd()
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try:
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os.chdir(tmpdir)
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pk = Psikit()
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pk.read_from_smiles(smiles)
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pk.optimize()
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pk.getMOview()
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cube_candidates = sorted(Path(tmpdir).glob("Psi_a_*A.cube"))
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if not cube_candidates:
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raise gr.Error("Failed to generate molecular orbital cube files. Try a smaller molecule.")
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mol_block = Chem.MolToMolBlock(pk.mol)
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except Exception as exc:
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raise gr.Error(f"Unable to compute molecular orbitals: {exc}") from exc
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finally:
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os.chdir(original_cwd)
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def _render_cube(cube_path: Path, title: str) -> str:
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cube_data = cube_path.read_text()
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view = py3Dmol.view(width=500, height=400)
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view.addModel(mol_block, "mol")
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view.setStyle({"stick": {}})
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isoval = 0.02
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view.addVolumetricData(cube_data, "cube", {"isoval": isoval, "color": "blue", "opacity": 0.6})
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view.addVolumetricData(cube_data, "cube", {"isoval": -isoval, "color": "red", "opacity": 0.6})
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view.zoomTo()
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return f"<h3>{title}</h3>" + view._make_html()
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# First cube is HOMO, second is LUMO following psikit naming convention.
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html_sections = []
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labels = ["HOMO", "LUMO"]
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for cube_file, label in zip(cube_candidates[:2], labels):
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html_sections.append(_render_cube(cube_file, label))
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if not html_sections:
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raise gr.Error("Could not prepare HOMO/LUMO visualizations.")
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return "".join(html_sections)
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def name_to_3d_molecule(name: str) -> str:
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"""Convert chemical name to 3D molecule visualization"""
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try:
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description="Convert a SMILES string to a chemical name.",
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)
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orbital_interface = gr.Interface(
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fn=smiles_to_molecular_orbitals,
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inputs=gr.Textbox(label="SMILES", placeholder="e.g., CC(=O)O"),
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outputs=gr.HTML(label="Molecular Orbitals"),
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api_name="smiles_to_mo",
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description="Generate HOMO/LUMO isosurfaces using Psikit (CPU-intensive).",
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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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demo = gr.TabbedInterface(
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[
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name_interface,
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molecule_3d_interface,
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orbital_interface,
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smiles_interface,
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smiles_to_name_interface,
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mw_interface,
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logp_interface,
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tpsa_interface,
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],
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[
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"Name to SMILES",
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"3D Molecule Viewer",
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"Molecular Orbitals",
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"SMILES to Canonical",
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"SMILES to Name",
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"Molecular Weight",
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requirements.txt
CHANGED
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@@ -3,4 +3,7 @@ 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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-
pubchempy
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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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pubchempy
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psikit
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psi4
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py3Dmol
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