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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def generator(self, Xgen, Xexc, Xgov, Vgen):
 """ Generator model. Based on Generator.m from MatDyn by Stijn Cole, developed at Katholieke Universiteit Leuven. See U{http://www.esat.kuleuven.be/electa/teaching/ matdyn/} for more information. """

        generators = self.dyn_generators
        omegas = 2 * pi * self.freq

        F = zeros(Xgen.shape)

        typ1 = [g._i for g in generators if g.model == CLASSICAL]
        typ2 = [g._i for g in generators if g.model == FOURTH_ORDER]

        # Generator type 1: classical model
        omega = Xgen[typ1, 1]
        Pm0 = Xgov[typ1, 0]

        H = array([g.h for g in generators])[typ1]
        D = array([g.d for g in generators])[typ1]

        Pe = Vgen[typ1, 2]

        ddelta = omega = omegas
        domega = pi * self.freq / H * (-D * (omega - omegas) + Pm0 - Pe)
        dEq = zeros(len(typ1))

        F[typ1, :] = c_[ddelta, domega, dEq]

        # Generator type 2: 4th order model
        omega = Xgen[typ2, 1]
        Eq_tr = Xgen[typ2, 2]
        Ed_tr = Xgen[typ2, 3]

        H = array([g.h for g in generators])
        D = array([g.d for g in generators])
        xd = array([g.xd for g in generators])
        xq = array([g.xq for g in generators])
        xd_tr = array([g.xd_tr for g in generators])
        xq_tr = array([g.xq_tr for g in generators])
        Td0_tr = array([g.td for g in generators])
        Tq0_tr = array([g.tq for g in generators])

        Id = Vgen[typ2, 0]
        Iq = Vgen[typ2, 1]
        Pe = Vgen[typ2, 2]

        Efd = Xexc[typ2, 0]
        Pm = Xgov[typ2, 0]

        ddelta = omega - omegas
        domega = pi * self.freq / H * (-D * (omega - omegas) + Pm - Pe)
        dEq = 1 / Td0_tr * (Efd - Eq_tr + (xd - xd_tr) * Id)
        dEd = 1 / Tq0_tr * (-Ed_tr - (xq - xq_tr) * Iq)

        F[typ2, :] = c_[ddelta, domega, dEq, dEd]

        # Generator type 3:

        # Generator type 4:

        return F