MolCRAFT / visualize.py
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import os
import py3Dmol
from rdkit import Chem
def visualize_complex(pdb_block, sdf_block, show_protein_surface=True, show_ligand=True, show_ligand_surface=True):
view = py3Dmol.view()
# Add protein to the canvas
view.addModel(pdb_block, 'pdb')
if show_protein_surface:
view.addSurface(py3Dmol.VDW, {'opacity': 0.7, 'color': 'white'}, {'model': -1})
else:
view.setStyle({'model': -1}, {'cartoon': {'color': 'spectrum'}, 'line': {}})
view.setStyle({'model': -1}, {"cartoon": {"style": "edged", 'opacity': 0}})
# Add ligand to the canvas
if show_ligand:
view.addModel(sdf_block, 'sdf')
view.setStyle({'model': -1}, {'stick': {}})
# view.setStyle({'model': -1}, {'cartoon': {'color': 'spectrum'}, 'line': {}})
if show_ligand_surface:
view.addSurface(py3Dmol.VDW, {'opacity': 0.8}, {'model': -1})
view.zoomTo()
return view
def visualize_data(data, root, show_ligand=True, show_surface=True):
protein_path = os.path.join(root, data.protein_filename)
ligand_path = os.path.join(root, data.ligand_filename)
with open(protein_path, 'r') as f:
pdb_block = f.read()
with open(ligand_path, 'r') as f:
sdf_block = f.read()
return visualize_complex(pdb_block, sdf_block, show_ligand=show_ligand, show_surface=show_surface)
def visualize_generated_mol(protein_filename, mol, root, show_surface=False, opacity=0.5):
protein_path = os.path.join(root, protein_filename)
with open(protein_path, 'r') as f:
pdb_block = f.read()
view = py3Dmol.view()
# Add protein to the canvas
view.addModel(pdb_block, 'pdb')
view.setStyle({'model': -1}, {'cartoon': {'color': 'spectrum'}, 'line': {}})
mblock = Chem.MolToMolBlock(mol)
view.addModel(mblock, 'mol')
view.setStyle({'model': -1}, {'stick': {}, 'sphere': {'radius': 0.35}})
if show_surface:
view.addSurface(py3Dmol.SAS, {'opacity': opacity}, {'model': -1})
view.zoomTo()
return view
def MolTo3DView(mol, size=(300, 300), style="stick", surface=False, opacity=0.5):
"""Draw molecule in 3D
Args:
----
mol: rdMol, molecule to show
size: tuple(int, int), canvas size
style: str, type of drawing molecule
style can be 'line', 'stick', 'sphere', 'carton'
surface, bool, display SAS
opacity, float, opacity of surface, range 0.0-1.0
Return:
----
viewer: py3Dmol.view, a class for constructing embedded 3Dmol.js views in ipython notebooks.
"""
assert style in ('line', 'stick', 'sphere', 'carton')
viewer = py3Dmol.view(width=size[0], height=size[1])
if isinstance(mol, list):
for i, m in enumerate(mol):
mblock = Chem.MolToMolBlock(m)
viewer.addModel(mblock, 'mol' + str(i))
elif len(mol.GetConformers()) > 1:
for i in range(len(mol.GetConformers())):
mblock = Chem.MolToMolBlock(mol, confId=i)
viewer.addModel(mblock, 'mol' + str(i))
else:
mblock = Chem.MolToMolBlock(mol)
viewer.addModel(mblock, 'mol')
viewer.setStyle({style: {}})
if surface:
viewer.addSurface(py3Dmol.SAS, {'opacity': opacity})
viewer.zoomTo()
return viewer