examples/030-multiple_mol-multiple_desc.py
from multiprocessing import freeze_support
from rdkit import Chem
from mordred import Calculator, descriptors
if __name__ == "__main__":
freeze_support()
mols = [
Chem.MolFromSmiles("c1ccccc1"),
Chem.MolFromSmiles("c1ccccc1Cl"),
Chem.MolFromSmiles("c1ccccc1C"),
]
# Create Calculator
calc = Calculator(descriptors)
# map method calculate multiple molecules (return generator)
print(list(calc.map(mols)))
# pandas method calculate multiple molecules (return pandas DataFrame)
print(calc.pandas(mols))