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import os
from typing import List, Optional, Tuple
import numpy as np
import rdkit.Chem as Chem
from spyrmsd import molecule, utils
def _load_block_gzipped(loader, fname: str):
"""
Load gzipped files using MolBlocks.
Parameters
----------
loader:
RDKit MolBlock loader (MolFromMol2Block, MolFromPDBBlock, ...)
fname: str
File name
Returns
-------
Molecule
"""
with gzip.open(fname, "r") as fgz:
content = fgz.read()
rdmol = loader(content, removeHs=False)
return rdmol
def load(fname: str):
"""
Load molecule from file.
Parameters
----------
fname: str
File name
Returns
-------
Molecule
"""
gzipped = os.path.splitext(fname)[-1] == ".gz"
fmt = utils.molformat(fname)
if fmt == "mol2":
if not gzipped:
rdmol = Chem.MolFromMol2File(fname, removeHs=False)
else:
rdmol = _load_block_gzipped(Chem.MolFromMol2Block, fname)
elif fmt == "sdf":
if not gzipped:
rdmol = next(Chem.SDMolSupplier(fname, removeHs=False))
else:
with gzip.open(fname, "r") as fgz:
rdmol = next(Chem.ForwardSDMolSupplier(fgz, removeHs=False))
elif fmt == "pdb":
if not gzipped:
rdmol = Chem.MolFromPDBFile(fname, removeHs=False)
else:
rdmol = _load_block_gzipped(Chem.MolFromPDBBlock, fname)
else:
raise NotImplementedError
return rdmol
def loadall(fname: str):
"""
Load molecules from file.
Parameters
----------
fname: str
File name
Returns
-------
List of molecules
"""
gzipped = os.path.splitext(fname)[-1] == ".gz"
fmt = utils.molformat(fname)
if fmt == "mol2":
raise NotImplementedError # See RDKit Issue #415
elif fmt == "sdf":
if not gzipped:
rdmols = Chem.SDMolSupplier(fname, removeHs=False)
mols = [rdmol for rdmol in rdmols]
else:
with gzip.open(fname, "r") as fgz:
rdmols = Chem.ForwardSDMolSupplier(fgz, removeHs=False)
# Load all molecules before closing file
mols = [rdmol for rdmol in rdmols]
elif fmt == "pdb":
# TODO: Implement
raise NotImplementedError
else:
raise NotImplementedError
return mols
def adjacency_matrix(mol) -> np.ndarray:
"""
Adjacency matrix from OpenBabel molecule.
Parameters
----------
mol:
Molecule
Returns
-------
np.ndarray
Adjacency matrix of the molecule
"""
return Chem.rdmolops.GetAdjacencyMatrix(mol)
def to_molecule(mol, adjacency: bool = True):
"""
Transform molecule to `pyrmsd` molecule.
Parameters
----------
mol:
Molecule
adjacency: boolean, optional
Flag to decide wether to build the adjacency matrix from molecule
Returns
-------
spyrmsd.molecule.Molecule
`spyrmsd` molecule
"""
if mol is None:
# Propagate RDKit parsing failure
return None
atoms = mol.GetAtoms()
n = len(atoms)
atomicnums = np.zeros(n, dtype=int)
coordinates = np.zeros((n, 3))
conformer = mol.GetConformer()
for i, atom in enumerate(atoms):
atomicnums[i] = atom.GetAtomicNum()
pos = conformer.GetAtomPosition(i)
coordinates[i] = np.array([pos.x, pos.y, pos.z])
A: Optional[np.ndarray] = adjacency_matrix(mol) if adjacency else None
return molecule.Molecule(atomicnums, coordinates, A)
def numatoms(mol) -> int:
"""
Number of atoms.
Parameters
----------
mol:
Molecule
Returns
-------
int
Number of atoms
"""
return mol.GetNumAtoms()
def numbonds(mol) -> int:
"""
Number of bonds.
Parameters
----------
mol:
Molecule
Returns
-------
int
Number of bonds
"""
return mol.GetNumBonds()
def bonds(mol) -> List[Tuple[int, int]]:
"""
List of bonds.
Parameters
----------
mol:
Molecule
Returns
-------
List[Tuple[int, int]]
List of bonds
Notes
-----
A bond is defined by a tuple of (0-based) indices of two atoms.
"""
b = []
for bond in mol.GetBonds():
b.append((bond.GetBeginAtomIdx(), bond.GetEndAtomIdx()))
return b
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