Spaces:
Runtime error
Runtime error
Update app.py with 3D molecule viewer
Browse files
app.py
CHANGED
|
@@ -1,7 +1,11 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
from rdkit import Chem
|
| 3 |
-
from rdkit.Chem import Descriptors, Draw
|
| 4 |
import cirpy
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5 |
|
| 6 |
|
| 7 |
def _mol_from_smiles(smiles: str):
|
|
@@ -47,6 +51,46 @@ def name_to_smiles(name: str) -> str:
|
|
| 47 |
raise gr.Error(f"Error converting name to SMILES: {str(e)}")
|
| 48 |
|
| 49 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
smiles_interface = gr.Interface(
|
| 51 |
fn=smiles_to_canonical,
|
| 52 |
inputs=gr.Textbox(label="SMILES"),
|
|
@@ -88,11 +132,21 @@ tpsa_interface = gr.Interface(
|
|
| 88 |
description="Calculate the topological polar surface area (TPSA).",
|
| 89 |
)
|
| 90 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 91 |
|
| 92 |
demo = gr.TabbedInterface(
|
| 93 |
-
[name_interface, smiles_interface, mw_interface, logp_interface, tpsa_interface],
|
| 94 |
[
|
| 95 |
"Name to SMILES",
|
|
|
|
| 96 |
"SMILES to Canonical",
|
| 97 |
"Molecular Weight",
|
| 98 |
"LogP",
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
from rdkit import Chem
|
| 3 |
+
from rdkit.Chem import Descriptors, Draw, AllChem
|
| 4 |
import cirpy
|
| 5 |
+
import py3Dmol
|
| 6 |
+
|
| 7 |
+
|
| 8 |
+
# RDKit API with multiple endpoints
|
| 9 |
|
| 10 |
|
| 11 |
def _mol_from_smiles(smiles: str):
|
|
|
|
| 51 |
raise gr.Error(f"Error converting name to SMILES: {str(e)}")
|
| 52 |
|
| 53 |
|
| 54 |
+
def name_to_3d_molecule(name: str) -> str:
|
| 55 |
+
"""Convert chemical name to 3D molecule visualization"""
|
| 56 |
+
try:
|
| 57 |
+
# Convert name to SMILES
|
| 58 |
+
smiles = cirpy.resolve(name, 'smiles')
|
| 59 |
+
if smiles is None:
|
| 60 |
+
raise gr.Error(f"Could not find SMILES for chemical name: {name}")
|
| 61 |
+
|
| 62 |
+
# Create molecule from SMILES
|
| 63 |
+
mol = Chem.MolFromSmiles(smiles)
|
| 64 |
+
if mol is None:
|
| 65 |
+
raise gr.Error(f"Could not create molecule from SMILES: {smiles}")
|
| 66 |
+
|
| 67 |
+
# Add hydrogens for better 3D structure
|
| 68 |
+
mol = Chem.AddHs(mol)
|
| 69 |
+
|
| 70 |
+
# Generate 3D coordinates
|
| 71 |
+
success = AllChem.EmbedMolecule(mol, AllChem.ETKDG())
|
| 72 |
+
if success == -1:
|
| 73 |
+
raise gr.Error(f"Could not generate 3D coordinates for: {name}")
|
| 74 |
+
|
| 75 |
+
# Optimize geometry
|
| 76 |
+
AllChem.MMFFOptimizeMolecule(mol)
|
| 77 |
+
|
| 78 |
+
# Convert to PDB format for py3Dmol
|
| 79 |
+
pdb_block = Chem.MolToPDBBlock(mol)
|
| 80 |
+
|
| 81 |
+
# Create 3D viewer
|
| 82 |
+
viewer = py3Dmol.view(width=400, height=400)
|
| 83 |
+
viewer.addModel(pdb_block, 'pdb')
|
| 84 |
+
viewer.setStyle({'stick': {}})
|
| 85 |
+
viewer.zoomTo()
|
| 86 |
+
|
| 87 |
+
# Return HTML representation
|
| 88 |
+
return viewer._repr_html_()
|
| 89 |
+
|
| 90 |
+
except Exception as e:
|
| 91 |
+
raise gr.Error(f"Error creating 3D molecule: {str(e)}")
|
| 92 |
+
|
| 93 |
+
|
| 94 |
smiles_interface = gr.Interface(
|
| 95 |
fn=smiles_to_canonical,
|
| 96 |
inputs=gr.Textbox(label="SMILES"),
|
|
|
|
| 132 |
description="Calculate the topological polar surface area (TPSA).",
|
| 133 |
)
|
| 134 |
|
| 135 |
+
molecule_3d_interface = gr.Interface(
|
| 136 |
+
fn=name_to_3d_molecule,
|
| 137 |
+
inputs=gr.Textbox(label="Chemical Name", placeholder="e.g., benzene, aspirin, caffeine"),
|
| 138 |
+
outputs=gr.HTML(label="3D Molecule Viewer"),
|
| 139 |
+
api_name="name_to_3d_molecule",
|
| 140 |
+
description="Convert a chemical name to an interactive 3D molecule visualization.",
|
| 141 |
+
examples=[["benzene"], ["aspirin"], ["caffeine"], ["ethanol"]],
|
| 142 |
+
)
|
| 143 |
+
|
| 144 |
|
| 145 |
demo = gr.TabbedInterface(
|
| 146 |
+
[name_interface, molecule_3d_interface, smiles_interface, mw_interface, logp_interface, tpsa_interface],
|
| 147 |
[
|
| 148 |
"Name to SMILES",
|
| 149 |
+
"3D Molecule Viewer",
|
| 150 |
"SMILES to Canonical",
|
| 151 |
"Molecular Weight",
|
| 152 |
"LogP",
|