Exemple #1
0
    def test_getitem_one_index(self, index):
        instance = self.instance
        result = instance[index]

        if np.all(np.isnan(instance.number_densities[index])):
            inputs = instance.ionic_fractions[index]
        else:
            inputs = instance.number_densities[index]

        expected = IonizationState(index, inputs, T_e=instance.T_e, kappa=instance.kappa)

        assert isinstance(result, IonizationState)
        assert result == expected
def test_average_ion_consistency(
    base_particle,
    ionic_fractions,
    include_neutrals,
    use_rms_mass,
    use_rms_charge,
    physical_type,
):
    """
    Make sure that the average ions returned from equivalent `IonizationState`
    and `IonizationStateCollection` instances are consistent with each other.
    """
    ionization_state = IonizationState(base_particle, ionic_fractions)
    ionization_state_collection = IonizationStateCollection(
        {base_particle: ionic_fractions}
    )

    options = {
        "include_neutrals": include_neutrals,
        "use_rms_charge": use_rms_charge,
        "use_rms_mass": use_rms_mass,
    }

    average_ion_from_ionization_state = ionization_state.average_ion(**options)
    average_ion_from_ionization_state_collection = (
        ionization_state_collection.average_ion(**options)
    )

    quantity_from_ion_state = getattr(average_ion_from_ionization_state, physical_type)
    quantity_from_ion_collection = getattr(
        average_ion_from_ionization_state_collection, physical_type
    )

    assert_quantity_allclose(
        quantity_from_ion_state, quantity_from_ion_collection, rtol=1e-10
    )
Exemple #3
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 def __next__(self):
     if self._element_index < len(self.base_particles):
         particle = self.base_particles[self._element_index]
         result = IonizationState(
             particle,
             self.ionic_fractions[particle],
             T_e=self.T_e,
             n_elem=np.sum(self.number_densities[particle]),
             tol=self.tol,
         )
         self._element_index += 1
         return result
     else:
         del self._element_index
         raise StopIteration
Exemple #4
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    def __getitem__(self, *values) -> IonizationState:

        errmsg = f"Invalid indexing for IonizationStates instance: {values[0]}"

        one_input = not isinstance(values[0], tuple)
        two_inputs = len(values[0]) == 2

        if not one_input and not two_inputs:
            raise IndexError(errmsg)

        try:
            arg1 = values[0] if one_input else values[0][0]
            int_charge = None if one_input else values[0][1]
            particle = arg1 if arg1 in self.base_particles else particle_symbol(
                arg1)

            if int_charge is None:
                return IonizationState(
                    particle=particle,
                    ionic_fractions=self.ionic_fractions[particle],
                    T_e=self._pars["T_e"],
                    n_elem=np.sum(self.number_densities[particle]),
                    tol=self.tol,
                )
            else:
                if not isinstance(int_charge, Integral):
                    raise TypeError(
                        f"{int_charge} is not a valid charge for {base_particle}."
                    )
                elif not 0 <= int_charge <= atomic_number(particle):
                    raise ChargeError(
                        f"{int_charge} is not a valid charge for {base_particle}."
                    )
                return State(
                    integer_charge=int_charge,
                    ionic_fraction=self.ionic_fractions[particle][int_charge],
                    ionic_symbol=particle_symbol(particle, Z=int_charge),
                    number_density=self.number_densities[particle][int_charge],
                )
        except Exception as exc:
            raise IndexError(errmsg) from exc