from rdkit import Chem
from rdkit.Chem import Descriptors

def load_rdkit_description(smiles:str):
    mol = Chem.MolFromSmiles(smiles)
    EXCL = {
        "qed","SPS","HeavyAtomMolWt","ExactMolWt","BCUT2D_LOGPHI","BCUT2D_LOGPLOW",
        "MolLogP","SlogP_VSA1","SlogP_VSA2","SlogP_VSA3","SlogP_VSA4","SlogP_VSA5",
        "SlogP_VSA6","SlogP_VSA7","SlogP_VSA8","SlogP_VSA9","SlogP_VSA10","SlogP_VSA11","SlogP_VSA12"
    }

    names_funcs = [(n,f) for (n,f) in Descriptors.descList if n not in EXCL]
    vals = {n: f(mol) for n,f in names_funcs}

    return vals