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Runtime error
Runtime error
Add interactive molecule explorer with visual property analysis and 3D viewer
Browse files- app.py +259 -8
- force_rebuild.txt +1 -1
app.py
CHANGED
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@@ -869,6 +869,255 @@ def analyze_scaffolds(smiles_list: str) -> str:
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return "\n".join(results)
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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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@@ -1006,13 +1255,14 @@ scaffold_interface = gr.Interface(
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demo = gr.TabbedInterface(
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[
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-
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-
molecule_3d_interface,
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-
chemiscope_interface,
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orbital_interface,
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properties_interface,
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clustering_interface,
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scaffold_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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@@ -1020,21 +1270,22 @@ demo = gr.TabbedInterface(
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tpsa_interface,
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],
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[
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-
"
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-
"3D Molecule Viewer",
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-
"Chemiscope Explorer",
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"Molecular Orbitals",
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"Property Calculator",
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"Molecular Clustering",
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"Scaffold Analysis",
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"SMILES to Canonical",
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"SMILES to Name",
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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:
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)
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return "\n".join(results)
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+
def interactive_molecule_explorer(input_text: str, input_type: str):
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"""Interactive molecule explorer - input name or SMILES, get structure and properties"""
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from rdkit.Chem import Lipinski, Crippen, Descriptors
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import pandas as pd
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# Parse input
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if input_type == "Name":
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try:
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smiles = cirpy.resolve(input_text, 'smiles')
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if smiles is None:
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return None, None, "Could not resolve chemical name. Please try a different name or use SMILES.", None
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name = input_text
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except:
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return None, None, "Error resolving chemical name. Please try SMILES input.", None
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else: # SMILES
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smiles = input_text
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# Try to get name
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try:
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name = cirpy.resolve(smiles, 'name')
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if name is None:
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name = smiles
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except:
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name = smiles
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# Create molecule
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try:
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mol = Chem.MolFromSmiles(smiles)
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if mol is None:
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return None, None, "Invalid SMILES string", None
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except:
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return None, None, "Error parsing molecule", None
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+
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# Generate 2D structure image
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mol_2d = Draw.MolToImage(mol, size=(400, 400))
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# Calculate comprehensive properties
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properties = {
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"Molecular Formula": Chem.rdMolDescriptors.CalcMolFormula(mol),
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"Molecular Weight": f"{Descriptors.MolWt(mol):.2f} g/mol",
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"LogP (Lipophilicity)": f"{Descriptors.MolLogP(mol):.2f}",
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"TPSA (Polar Surface Area)": f"{Descriptors.TPSA(mol):.2f} Ε²",
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"H-Bond Donors": Lipinski.NumHDonors(mol),
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"H-Bond Acceptors": Lipinski.NumHAcceptors(mol),
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"Rotatable Bonds": Lipinski.NumRotatableBonds(mol),
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"Aromatic Rings": Lipinski.NumAromaticRings(mol),
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"Fraction Csp3": f"{Lipinski.FractionCsp3(mol):.2f}",
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"Molar Refractivity": f"{Crippen.MolMR(mol):.2f}",
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"Heavy Atoms": Lipinski.HeavyAtomCount(mol),
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}
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# Create properties visualization
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fig = go.Figure()
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# Create a radar chart for key properties
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categories = ['MW/100', 'LogP+5', 'TPSA/20', 'HBD*10', 'HBA*5', 'RotBonds*5']
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values = [
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Descriptors.MolWt(mol) / 100,
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Descriptors.MolLogP(mol) + 5,
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Descriptors.TPSA(mol) / 20,
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Lipinski.NumHDonors(mol) * 10,
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Lipinski.NumHAcceptors(mol) * 5,
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Lipinski.NumRotatableBonds(mol) * 5
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]
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fig.add_trace(go.Scatterpolar(
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r=values,
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theta=categories,
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fill='toself',
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name='Properties',
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line_color='rgb(30, 144, 255)'
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))
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fig.update_layout(
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polar=dict(
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radialaxis=dict(
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visible=True,
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range=[0, 15]
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)
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),
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showlegend=False,
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title=f"Property Profile: {name}",
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height=400
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)
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+
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# Create properties text
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props_text = f"**Molecule:** {name}\n**SMILES:** {smiles}\n\n"
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props_text += "**Properties:**\n"
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for key, value in properties.items():
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props_text += f"- {key}: {value}\n"
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+
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# Check Lipinski's Rule of 5
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lipinski_violations = 0
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lipinski_text = "\n**Lipinski's Rule of 5:**\n"
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+
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if Descriptors.MolWt(mol) > 500:
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lipinski_violations += 1
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lipinski_text += "β MW > 500\n"
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else:
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lipinski_text += "β
MW β€ 500\n"
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+
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if Descriptors.MolLogP(mol) > 5:
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lipinski_violations += 1
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lipinski_text += "β LogP > 5\n"
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else:
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lipinski_text += "β
LogP β€ 5\n"
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+
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if Lipinski.NumHDonors(mol) > 5:
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lipinski_violations += 1
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lipinski_text += "β HBD > 5\n"
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else:
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lipinski_text += "β
HBD β€ 5\n"
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+
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if Lipinski.NumHAcceptors(mol) > 10:
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lipinski_violations += 1
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lipinski_text += "β HBA > 10\n"
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else:
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lipinski_text += "β
HBA β€ 10\n"
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+
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if lipinski_violations <= 1:
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lipinski_text += f"\nβ
**Drug-like** (Violations: {lipinski_violations})"
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else:
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lipinski_text += f"\nβ οΈ **Not drug-like** (Violations: {lipinski_violations})"
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+
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props_text += lipinski_text
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+
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return mol_2d, fig, props_text, smiles
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+
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+
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def generate_3d_interactive(smiles: str):
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"""Generate interactive 3D molecule viewer"""
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if not smiles or smiles == "None":
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return "<p>Please enter a molecule first</p>"
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+
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try:
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mol = Chem.MolFromSmiles(smiles)
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if mol is None:
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return "<p>Invalid SMILES</p>"
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+
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# Add hydrogens and generate 3D coordinates
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mol_3d = Chem.AddHs(mol)
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AllChem.EmbedMolecule(mol_3d, randomSeed=42)
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AllChem.MMFFOptimizeMolecule(mol_3d)
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| 1014 |
+
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# Get molecular structure
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| 1016 |
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mol_block = Chem.MolToMolBlock(mol_3d)
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+
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# Escape for JavaScript
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mol_block_escaped = mol_block.replace('`', '\\`').replace('${', '\\${')
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+
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# Create standalone HTML with 3Dmol.js
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html_content = f"""
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| 1023 |
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<!DOCTYPE html>
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| 1024 |
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<html>
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| 1025 |
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<head>
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| 1026 |
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<script src="https://3dmol.csb.pitt.edu/build/3Dmol-min.js"></script>
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| 1027 |
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<style>
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| 1028 |
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body {{ margin: 0; padding: 0; }}
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#viewer {{ width: 100%; height: 500px; }}
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</style>
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</head>
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<body>
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| 1033 |
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<div id="viewer"></div>
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| 1034 |
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<script>
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var viewer = $3Dmol.createViewer("viewer", {{backgroundColor: 'white'}});
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var molData = `{mol_block_escaped}`;
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viewer.addModel(molData, "sdf");
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viewer.setStyle({{}}, {{stick: {{radius: 0.15}}, sphere: {{scale: 0.3}}}});
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viewer.zoomTo();
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| 1040 |
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viewer.render();
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| 1041 |
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</script>
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| 1042 |
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</body>
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| 1043 |
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</html>
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"""
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| 1045 |
+
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iframe_html = f"""
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| 1047 |
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<iframe srcdoc="{html_content.replace('"', '"')}"
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style="width: 100%; height: 520px; border: 2px solid #2196F3; border-radius: 8px;"
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| 1049 |
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sandbox="allow-scripts allow-same-origin">
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| 1050 |
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</iframe>
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| 1051 |
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"""
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| 1052 |
+
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| 1053 |
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return iframe_html
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| 1054 |
+
except Exception as e:
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| 1055 |
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return f"<p>Error generating 3D structure: {str(e)}</p>"
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| 1056 |
+
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| 1057 |
+
|
| 1058 |
+
# Interactive Molecule Explorer - Main Feature
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| 1059 |
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with gr.Blocks(theme=gr.themes.Soft()) as interactive_explorer:
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gr.Markdown("# π¬ Interactive Molecule Explorer")
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| 1061 |
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gr.Markdown("Enter a molecule name or SMILES to explore its structure and properties")
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| 1062 |
+
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| 1063 |
+
with gr.Row():
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| 1064 |
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with gr.Column(scale=1):
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| 1065 |
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input_text = gr.Textbox(
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| 1066 |
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label="Enter Molecule",
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| 1067 |
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placeholder="e.g., aspirin, caffeine, or CCO",
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| 1068 |
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lines=1
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| 1069 |
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)
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| 1070 |
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input_type = gr.Radio(
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| 1071 |
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choices=["Name", "SMILES"],
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| 1072 |
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value="Name",
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| 1073 |
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label="Input Type"
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| 1074 |
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)
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| 1075 |
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analyze_btn = gr.Button("π Analyze Molecule", variant="primary", size="lg")
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| 1076 |
+
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| 1077 |
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gr.Markdown("### Quick Examples:")
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| 1078 |
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gr.Examples(
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| 1079 |
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examples=[
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| 1080 |
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["aspirin", "Name"],
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| 1081 |
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["caffeine", "Name"],
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| 1082 |
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["glucose", "Name"],
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| 1083 |
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["c1ccccc1", "SMILES"],
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| 1084 |
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["CCO", "SMILES"],
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| 1085 |
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],
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| 1086 |
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inputs=[input_text, input_type],
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| 1087 |
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)
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| 1088 |
+
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| 1089 |
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with gr.Column(scale=1):
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| 1090 |
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structure_2d = gr.Image(label="2D Structure", type="pil")
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| 1091 |
+
|
| 1092 |
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with gr.Row():
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| 1093 |
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properties_plot = gr.Plot(label="Property Radar Chart")
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| 1094 |
+
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| 1095 |
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with gr.Row():
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| 1096 |
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properties_text = gr.Markdown(label="Detailed Properties")
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| 1097 |
+
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| 1098 |
+
gr.Markdown("---")
|
| 1099 |
+
gr.Markdown("## π§ Interactive 3D Viewer")
|
| 1100 |
+
gr.Markdown("Click below to generate the interactive 3D molecular structure")
|
| 1101 |
+
|
| 1102 |
+
smiles_state = gr.State(value=None)
|
| 1103 |
+
generate_3d_btn = gr.Button("π― Generate 3D Structure", variant="secondary", size="lg")
|
| 1104 |
+
viewer_3d = gr.HTML(label="3D Molecular Viewer")
|
| 1105 |
+
|
| 1106 |
+
# Connect the analyze button
|
| 1107 |
+
analyze_btn.click(
|
| 1108 |
+
fn=interactive_molecule_explorer,
|
| 1109 |
+
inputs=[input_text, input_type],
|
| 1110 |
+
outputs=[structure_2d, properties_plot, properties_text, smiles_state]
|
| 1111 |
+
)
|
| 1112 |
+
|
| 1113 |
+
# Connect the 3D button
|
| 1114 |
+
generate_3d_btn.click(
|
| 1115 |
+
fn=generate_3d_interactive,
|
| 1116 |
+
inputs=[smiles_state],
|
| 1117 |
+
outputs=[viewer_3d]
|
| 1118 |
+
)
|
| 1119 |
+
|
| 1120 |
+
|
| 1121 |
smiles_interface = gr.Interface(
|
| 1122 |
fn=smiles_to_canonical,
|
| 1123 |
inputs=gr.Textbox(label="SMILES"),
|
|
|
|
| 1255 |
|
| 1256 |
demo = gr.TabbedInterface(
|
| 1257 |
[
|
| 1258 |
+
interactive_explorer,
|
|
|
|
|
|
|
| 1259 |
orbital_interface,
|
| 1260 |
properties_interface,
|
| 1261 |
clustering_interface,
|
| 1262 |
scaffold_interface,
|
| 1263 |
+
name_interface,
|
| 1264 |
+
molecule_3d_interface,
|
| 1265 |
+
chemiscope_interface,
|
| 1266 |
smiles_interface,
|
| 1267 |
smiles_to_name_interface,
|
| 1268 |
mw_interface,
|
|
|
|
| 1270 |
tpsa_interface,
|
| 1271 |
],
|
| 1272 |
[
|
| 1273 |
+
"π¬ Interactive Explorer",
|
|
|
|
|
|
|
| 1274 |
"Molecular Orbitals",
|
| 1275 |
"Property Calculator",
|
| 1276 |
"Molecular Clustering",
|
| 1277 |
"Scaffold Analysis",
|
| 1278 |
+
"Name to SMILES",
|
| 1279 |
+
"3D Molecule Viewer",
|
| 1280 |
+
"Chemiscope Explorer",
|
| 1281 |
"SMILES to Canonical",
|
| 1282 |
"SMILES to Name",
|
| 1283 |
"Molecular Weight",
|
| 1284 |
"LogP",
|
| 1285 |
"TPSA",
|
| 1286 |
],
|
| 1287 |
+
title="RDKit API - Interactive Molecular Analysis",
|
| 1288 |
+
css=".gradio-container {max-width: 1200px; margin: auto;}",
|
| 1289 |
)
|
| 1290 |
|
| 1291 |
|
force_rebuild.txt
CHANGED
|
@@ -1,2 +1,2 @@
|
|
| 1 |
# Force rebuild
|
| 2 |
-
2025-11-08
|
|
|
|
| 1 |
# Force rebuild
|
| 2 |
+
2025-11-08 v17
|