Source code for mordred.Lipinski

from ._base import Descriptor
from .SLogP import SMR, SLogP
from .Weight import Weight
from .HydrogenBond import HBondDonor, HBondAcceptor

__all__ = ("Lipinski", "GhoseFilter")


class LipinskiLike(Descriptor):
    __slots__ = ()

    @classmethod
    def preset(cls):
        yield cls()

    def parameters(self):
        return ()

    def __str__(self):
        return self.__class__.__name__

    rtype = bool


class Lipinski(LipinskiLike):
    r"""Lipinski rule of 5 descriptor.

    LogP: SLogP
    """

    __slots__ = ()

    def description(self):
        return "Lipinski rule of five"

    def dependencies(self):
        return {
            "HBAcc": HBondAcceptor(),
            "HBDon": HBondDonor(),
            "LogP": SLogP(),
            "MW": Weight(),
        }

    def calculate(self, LogP, MW, HBDon, HBAcc):
        return\
            HBDon <= 5 and\
            HBAcc <= 10 and\
            MW <= 500 and\
            LogP <= 5


class GhoseFilter(LipinskiLike):
    r"""Ghose filter descriptor.

    LogP, MR: SLogP, SMR
    """

    __slots__ = ()

    def description(self):
        return "Ghose filter"

    def dependencies(self):
        return {
            "LogP": SLogP(),
            "MR": SMR(),
            "MW": Weight(),
        }

    def calculate(self, MW, LogP, MR):
        return\
            (160 <= MW <= 480) and\
            (20 <= self.mol.GetNumAtoms() <= 70) and\
            (-0.4 <= LogP <= 5.6) and\
            (40 <= MR <= 130)