tardis.io.atom_data.base module

class tardis.io.atom_data.base.AtomData(atom_data, ionization_data, levels=None, lines=None, macro_atom_data=None, macro_atom_references=None, zeta_data=None, collision_data=None, collision_data_temperatures=None, synpp_refs=None, photoionization_data=None, yg_data=None, two_photon_data=None)

Bases: object

Class for storing atomic data

Parameters

atom_datapandas.DataFrame

A DataFrame containing the *basic atomic data* with:

index : atomic_number columns : symbol, name, mass[u].

ionization_datapandas.DataFrame

A DataFrame containing the *ionization data* with:

index : atomic_number, ion_number columns : ionization_energy[eV].

It is important to note here is that `ion_number` describes the *final ion state*

e.g. H I - H II is described with ion=1

levelspandas.DataFrame

A DataFrame containing the *levels data* with:

index : numerical index columns : atomic_number, ion_number, level_number, energy[eV], g[1], metastable.

linespandas.DataFrame

A DataFrame containing the *lines data* with:

index : numerical index columns : line_id, atomic_number, ion_number, level_number_lower, level_number_upper, wavelength[angstrom], nu[Hz], f_lu[1], f_ul[1], B_ul[?], B_ul[?], A_ul[1/s].

macro_atom_data :

A DataFrame containing the *macro atom data* with:

index : numerical index columns : atomic_number, ion_number, source_level_number, destination_level_number, transition_line_id, transition_type, transition_probability;

macro_atom_references :

A DataFrame containing the *macro atom references* with:

index : numerical index columns : atomic_number, ion_number, source_level_number, count_down, count_up, count_total.

Refer to the docs: http://tardis.readthedocs.io/en/latest/physics/plasma/macroatom.html

collision_data(pandas.DataFrame, np.array)

A DataFrame containing the *electron collisions data* with:

index : atomic_number, ion_number, level_number_lower, level_number_upper columns : e_col_id, delta_e, g_ratio, c_ul;

collision_data_temperaturesnp.array

An array with the collision temperatures.

zeta_data :

A DataFrame containing the *zeta data* for the

nebular ionization calculation

(i.e., the fraction of recombinations that go directly to the

ground state) with:

index : atomic_number, ion_charge columns : temperatures[K]

synpp_refs?

photoionization_datapandas.DataFrame

A DataFrame containing the *photoionization data* with:

index : numerical index columns : atomic_number, ion_number, level_number, nu[Hz], x_sect[cm^2]

two_photon_datapandas.DataFrame

A DataFrame containing the *two photon decay data* with:

index: atomic_number, ion_number, level_number_lower, level_number_upper columns: A_ul[1/s], nu0[Hz], alpha, beta, gamma

Notes

1. The units of some columns are given in the square brackets. They are NOT the parts of columns’ names!

Attributes

preparedbool

atom_datapandas.DataFrame

ionization_datapandas.DataFrame

macro_atom_data_allpandas.DataFrame

macro_atom_references_allpandas.DataFrame

collision_datapandas.DataFrame

collision_data_temperaturesnumpy.array

zeta_datapandas.DataFrame

synpp_refspandas.DataFrame

symbol2atomic_numberOrderedDict

atomic_number2symbolOrderedDict

photoionization_datapandas.DataFrame

two_photon_datapandas.DataFrame

Methods

from_hdf([fname])	Function to read the atom data from a TARDIS atom HDF Store
prepare_atom_data(selected_atomic_numbers[, …])	Prepares the atom data to set the lines, levels and if requested macro atom data.

classmethod from_hdf(fname=None)

Function to read the atom data from a TARDIS atom HDF Store

Parameters

fnamestr, optional

Path to the HDFStore file or name of known atom data file (default: None)

hdf_names = ['atom_data', 'ionization_data', 'levels', 'lines', 'macro_atom_data', 'macro_atom_references', 'zeta_data', 'collision_data', 'collision_data_temperatures', 'synpp_refs', 'photoionization_data', 'yg_data', 'two_photon_data']

prepare_atom_data(selected_atomic_numbers, line_interaction_type='scatter', nlte_species=[])

Prepares the atom data to set the lines, levels and if requested macro atom data. This function mainly cuts the levels and lines by discarding any data that is not needed (any data for atoms that are not needed

Parameters

selected_atomsset

set of selected atom numbers, e.g. set([14, 26])

line_interaction_typestr

can be ‘scatter’, ‘downbranch’ or ‘macroatom’

related_groups = [('macro_atom_data_all', 'macro_atom_references_all'), ('collision_data', 'collision_data_temperatures')]

exception tardis.io.atom_data.base.AtomDataMissingError

Bases: Exception

exception tardis.io.atom_data.base.AtomDataNotPreparedError

Bases: Exception

class tardis.io.atom_data.base.NLTEData(atom_data, nlte_species)

Bases: object

get_collision_matrix(species, t_electrons)

Creat collision matrix by interpolating the C_ul values for the desired temperatures.