Source code for jarvis.tests.testfiles.ai.test_desc

from jarvis.ai.descriptors.cfid import CFID
from jarvis.ai.descriptors.coulomb import coulomb_matrix
from jarvis.core.atoms import Atoms


[docs]def test_desc(): box = [[2.715, 2.715, 0], [0, 2.715, 2.715], [2.715, 0, 2.715]] coords = [[0, 0, 0], [0.25, 0.2, 0.25]] elements = ["Si", "Si"] Si = Atoms(lattice_mat=box, coords=coords, elements=elements) cfid = CFID(Si) names = cfid.get_comp_descp(print_names=True) values = cfid.get_comp_descp().tolist() cfid_values = [ 3490.3, 3173.5021, 6.680000000000001, -16.0255, 0.0, 19.933819999999997, 3.0, 338.71113, 0.03333333333333333, -1682.0, 6.083000000000001, 2.5384, 63.28, 0.0, -145.0, 11.246666666666666, 3.2359999999999998, 3185.06, 0.0, 55.9, 150.0, 55.9, 0.0, 0.0, 0.0, 55.9, 55.9, 150.0, 1685.664, 1.8381, -6.81568, 137.94, -10.16, 7.64958, 13.15168, 0.29024514429153836, -4.43, 13.4865, 13.4865, 13.4865, 37.522228, 29.421499999999998, 148.664, 0.039166117747592176, 0.22000000000000003, 4.0, 45.0787904, 337.4, 24.01911969727146, 60.06658240017091, -1537.0, 2.0, 10.96, 2.19079864568811, 1687.0, 1.6021, 33.085499999999996, 25.532272727272726, 0.4564545454545454, 10.507, 8.15168, 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0.5833367198916855, 0.0, 0.0, 0.0, 1.4266648296774873, 1.2223257655203918, 1.1971240745392393, 0.5025830689876436, 1.1490038571616263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7223223437224862, 0.0, 2.8833567782052953, 0.0, 1.2244290572747836, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.446218369443915, 0.0, 0.0, 0.0, 0.0, 0.8415927746144448, 1.2062924208431642, 1.9230889476276753, 0.7365071961594215, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.6084801418986194, 0.0, 0.0, 0.7225106635980733, 0.4653474414615915, 0.8996746410858123, 0.4350898990516528, 0.21052798896123012, 0.0, 0.0, 0.0, 0.0, 4.32144917297309, 0.0, 0.5090987619684038, 0.32970272455221916, 0.8010398667906584, 0.46727412611522645, 0.4544729071107426, 0.0, 0.0, 0.0, 1.6327580502886019, 0.0, 0.5168737146628618, 1.007905106584293, 0.4915099204244848, 0.7192837127745582, 0.23398414131378167, 0.0, 0.0, 2.6142294550104603, 0.0, 0.31201111377200375, 0.20333328431230435, 0.3976299098236606, 0.2916683599458427, 0.0, 0.0, 0.0, 0.7133324148387437, 0.6111628827601959, 0.5985620372696197, 0.2512915344938218, 0.5745019285808132, 0.0, 0.0, ] # print (values,len(values)) cfid_names = [ "bp_mult_atom_rad", "hfus_add_bp", "elec_aff_mult_voro_coord", "mol_vol_subs_atom_mass", "is_halogen", "atom_mass_subs_first_ion_en", "row", "mol_vol_mult_atom_mass", "voro_coord_divi_therm_cond", "voro_coord_subs_mp", "polzbl_mult_atom_rad", "elec_aff_mult_X", "GV", "nfunfill", "voro_coord_subs_therm_cond", "mp_divi_therm_cond", "elec_aff_add_X", "mol_vol_add_bp", "C-9", "C-8", "C-7", "C-6", "C-5", "C-4", "C-3", "C-2", "C-1", "C-0", "mp_subs_elec_aff", "hfus_add_elec_aff", "elec_aff_subs_first_ion_en", "therm_cond_subs_mol_vol", "X_subs_mol_vol", "first_ion_en_subs_hfus", "first_ion_en_add_voro_coord", "first_ion_en_divi_atom_mass", "atom_rad_subs_polzbl", "me1", "me3", "me2", "elec_aff_mult_atom_mass", "elec_aff_add_atom_mass", "therm_cond_subs_elec_aff", "atom_rad_divi_atom_mass", "atom_rad_divi_voro_coord", "max_oxid_s", "polzbl_mult_first_ion_en", "mp_divi_voro_coord", "mol_vol_divi_hfus", "mp_divi_atom_mass", "therm_cond_subs_mp", "npvalence", "mol_vol_subs_atom_rad", "atom_rad_divi_hfus", "mp", "hfus_add_atom_rad", "atom_mass_add_voro_coord", "atom_mass_divi_atom_rad", "hfus_divi_atom_rad", "polzbl_mult_X", "first_ion_en", "bp_add_X", "therm_cond_subs_atom_rad", "first_ion_en_subs_voro_coord", "first_ion_en_subs_polzbl", "hfus_subs_X", "first_ion_en_mult_mol_vol", "first_ion_en_mult_mp", "bp_mult_atom_mass", "bp_subs_mp", "polzbl_add_atom_rad", "therm_cond_subs_hfus", "mol_vol_add_mp", "first_ion_en_subs_elec_aff", "atom_mass_add_therm_cond", "atom_mass_divi_therm_cond", "first_ion_en_divi_mol_vol", "polzbl_divi_mp", "elec_aff_subs_therm_cond", "ndunfill", "op_eg", "atom_mass_subs_mp", "mol_vol_subs_voro_coord", "jv_enp", "polzbl_mult_atom_mass", "first_ion_en_add_mp", "first_ion_en_add_atom_mass", "mol_vol_mult_bp", "mol_vol_add_atom_mass", "nfvalence", "hfus_subs_voro_coord", "voro_coord_divi_mol_vol", "hfus_mult_first_ion_en", "mp_mult_atom_mass", "polzbl", "therm_cond_subs_first_ion_en", "mol_vol_subs_elec_aff", "therm_cond_divi_atom_rad", "first_ion_en_subs_atom_mass", "atom_rad_mult_X", "mp_subs_mol_vol", "hfus_divi_bp", "mol_vol_subs_therm_cond", "mol_vol_subs_first_ion_en", "oq_bg", "therm_cond_mult_X", "mol_vol_subs_X", "elec_aff_subs_X", "atom_rad", "bp_subs_elec_aff", "polzbl_divi_first_ion_en", "mp_mult_atom_rad", "polzbl_mult_mp", "first_ion_en_divi_bp", "atom_mass", "bp_subs_therm_cond", "bp_add_atom_mass", "polzbl_divi_hfus", "hfus_mult_atom_rad", "first_ion_en_divi_voro_coord", "mp_add_therm_cond", "hfus_mult_atom_mass", "hfus_divi_mol_vol", "hfus_divi_polzbl", "first_ion_en_divi_hfus", "elec_aff_subs_atom_mass", "hfus_mult_voro_coord", "polzbl_subs_X", "elec_aff_mult_therm_cond", "atom_rad_subs_atom_mass", "is_alkali", "voro_coord_subs_atom_mass", "mol_vol_mult_X", "hfus_subs_mp", "mol_vol_divi_atom_rad", "atom_mass_subs_polzbl", "atom_rad_divi_mol_vol", "elec_aff_add_bp", "C-13", "C-12", "C-11", "C-10", "C-17", "C-16", "C-15", "C-14", "hfus_divi_voro_coord", "polzbl_subs_atom_mass", "C-19", "C-18", "X_subs_atom_rad", "X_subs_elec_aff", "voro_coord", "mp_add_atom_mass", "elec_aff_add_mp", "is_noble_gas", "polzbl_add_bp", "hfus_add_polzbl", "X_subs_first_ion_en", "mp_subs_first_ion_en", "atom_rad_mult_voro_coord", "mol_vol_subs_mp", "atom_mass_divi_mp", "voro_coord_subs_polzbl", "bp_divi_first_ion_en", "polzbl_add_mp", "polzbl_add_therm_cond", "hfus_subs_atom_rad", "first_ion_en_divi_therm_cond", "X_subs_atom_mass", "mol_vol_subs_bp", "polzbl_mult_therm_cond", "bp_subs_voro_coord", "e1", "e3", "e2", "atom_rad_subs_X", "X_add_voro_coord", "mp_mult_voro_coord", "mp_subs_atom_mass", "mp_add_voro_coord", "therm_cond_divi_hfus", "bp_divi_atom_mass", "first_ion_en_mult_X", "hfus_mult_mol_vol", "voro_coord_divi_bp", "mol_vol_divi_voro_coord", "atom_mass_divi_voro_coord", "is_lanthanoid", "mol_vol_divi_polzbl", "atom_mass_subs_therm_cond", "atom_rad_divi_therm_cond", "atom_mass_divi_polzbl", "bp_add_atom_rad", "voro_coord_subs_hfus", "polzbl_subs_bp", "polzbl_divi_bp", "elec_aff_mult_mp", "ndvalence", "atom_mass_divi_mol_vol", "mp_divi_mol_vol", "therm_cond_subs_voro_coord", "atom_mass_subs_atom_rad", "polzbl_divi_voro_coord", "polzbl_subs_mp", "polzbl_subs_therm_cond", "KV", "min_oxid_s", "elec_aff_mult_atom_rad", "therm_cond_subs_polzbl", "voro_coord_subs_bp", "bp_add_voro_coord", "nsunfill", "mp_mult_X", "atom_mass_mult_atom_rad", "first_ion_en_mult_voro_coord", "elec_aff_subs_voro_coord", "bp_divi_mp", "atom_rad_subs_mol_vol", "bp_subs_hfus", "atom_rad_subs_first_ion_en", "hfus_divi_mp", "first_ion_en_subs_mp", "mp_add_atom_rad", "hfus_add_atom_mass", "bp_subs_mol_vol", "hfus_add_first_ion_en", "bp_subs_atom_rad", "bp_divi_atom_rad", "C-26", "atom_mass_subs_hfus", "mp_subs_therm_cond", "polzbl_divi_atom_rad", "polzbl_add_mol_vol", "first_ion_en_add_bp", "hfus_subs_therm_cond", "mp_divi_hfus", "X_subs_bp", "bp_mult_mp", "atom_mass_mult_therm_cond", "mol_vol_divi_therm_cond", "voro_coord_subs_X", "first_ion_en_subs_mol_vol", "polzbl_add_elec_aff", "therm_cond_subs_atom_mass", "hfus_subs_bp", "atom_mass_subs_mol_vol", "X", "is_actinoid", "hfus_subs_first_ion_en", "first_ion_en_divi_mp", "atom_rad_add_therm_cond", "atom_rad_divi_polzbl", "hfus_divi_atom_mass", "mp_mult_therm_cond", "first_ion_en_add_X", "polzbl_add_voro_coord", "mol_vol_subs_polzbl", "therm_cond_divi_first_ion_en", "bp_mult_voro_coord", "atom_mass_add_atom_rad", "hfus_mult_mp", "voro_coord_divi_polzbl", "elec_aff_add_therm_cond", "C-28", "C-29", "hfus_add_voro_coord", "C-27", "C-24", "C-25", "C-22", "C-23", "C-20", "C-21", "therm_cond_divi_polzbl", "mol_vol_mult_mp", "mp_subs_X", "bp_subs_atom_mass", "first_ion_en_add_therm_cond", "voro_coord_divi_atom_mass", "atom_mass_subs_voro_coord", "hfus_add_therm_cond", "atom_rad_divi_mp", "mp_subs_voro_coord", "hfus_mult_polzbl", "bp_divi_hfus", "therm_cond_divi_voro_coord", "first_ion_en_subs_atom_rad", "atom_rad_subs_bp", "atom_rad_add_X", "mol_vol_add_voro_coord", "avg_ion_rad", "bp_divi_mol_vol", "atom_rad_subs_mp", "atom_mass_mult_voro_coord", "therm_cond_add_X", "atom_rad_subs_therm_cond", "polzbl_add_first_ion_en", "polzbl_mult_bp", "first_ion_en_mult_elec_aff", "elec_aff_subs_mol_vol", "nsvalence", "mol_vol_subs_hfus", "atom_mass_divi_bp", "bp_subs_polzbl", "bp_add_mp", "polzbl_divi_mol_vol", "voro_coord_subs_elec_aff", "elec_aff_add_atom_rad", "mol_vol_add_atom_rad", "hfus_mult_X", "mp_subs_hfus", "voro_coord_divi_first_ion_en", "atom_rad_divi_first_ion_en", "elec_aff_mult_mol_vol", "is_metalloid", "hfus_mult_therm_cond", "hfus_divi_therm_cond", "therm_cond_divi_mol_vol", "elec_aff", "mp_divi_atom_rad", "elec_aff_subs_polzbl", "polzbl_divi_atom_mass", "atom_rad_subs_elec_aff", "bp_divi_therm_cond", "atom_mass_mult_X", "mp_divi_polzbl", "elec_aff_subs_atom_rad", "voro_coord_divi_atom_rad", "hfus_subs_mol_vol", "mol_vol_add_therm_cond", "bp_mult_X", "therm_cond_divi_mp", "mp_subs_polzbl", "atom_rad_divi_bp", "atom_rad_subs_hfus", "polzbl_subs_elec_aff", "therm_cond_divi_atom_mass", "bp_divi_voro_coord", "bp_add_therm_cond", "hfus_divi_first_ion_en", "X_mult_voro_coord", "bp_subs_X", "polzbl_subs_voro_coord", "coulmn", "first_ion_en_divi_polzbl", "first_ion_en_mult_atom_mass", "mol_vol_mult_therm_cond", "bp_mult_therm_cond", "mol_vol", "mol_vol_mult_voro_coord", "atom_mass_subs_elec_aff", "atom_mass_divi_first_ion_en", "hfus_subs_elec_aff", "first_ion_en_mult_bp", "polzbl_mult_mol_vol", "polzbl_add_atom_mass", "elec_aff_mult_bp", "voro_coord_subs_atom_rad", "mp_add_X", "elec_aff_subs_bp", "polzbl_divi_therm_cond", "polzbl_mult_voro_coord", "bp", "therm_cond_mult_voro_coord", "elec_aff_subs_mp", "C-31", "C-30", "C-33", "C-32", "C-35", "C-34", "first_ion_en_subs_X", "is_transition_metal", "mp_subs_bp", "hfus_add_mol_vol", "block", "atom_rad_subs_voro_coord", "X_subs_therm_cond", "polzbl_subs_first_ion_en", "hfus_subs_atom_mass", "mol_vol_divi_bp", "first_ion_en_subs_therm_cond", "elec_aff_add_voro_coord", "voro_coord_divi_hfus", "therm_cond", "bp_subs_first_ion_en", "X_subs_voro_coord", "therm_cond_divi_bp", "mp_divi_bp", "first_ion_en_divi_atom_rad", "hfus_subs_polzbl", "mol_vol_divi_mp", "atom_rad_add_voro_coord", "mol_vol_mult_atom_rad", "first_ion_en_mult_atom_rad", "hfus_mult_bp", "voro_coord_subs_first_ion_en", "Z", "polzbl_subs_hfus", "polzbl_add_X", "is_alkaline", "npunfill", "first_ion_en_subs_bp", "voro_coord_divi_mp", "atom_mass_divi_hfus", "oq_enp", "elec_aff_subs_hfus", "atom_mass_subs_bp", "first_ion_en_add_elec_aff", "first_ion_en_add_mol_vol", "hfus_mult_elec_aff", "polzbl_mult_elec_aff", "hfus_add_X", "hfus_add_mp", "therm_cond_subs_bp", "bp_divi_polzbl", "X_subs_hfus", "atom_rad_mult_therm_cond", "therm_cond_add_voro_coord", "mop_eg", "X_subs_polzbl", "mol_vol_divi_first_ion_en", "mp_divi_first_ion_en", "voro_coord_subs_mol_vol", "elec_aff_add_mol_vol", "mol_vol_add_X", "atom_mass_add_X", "polzbl_subs_atom_rad", "mol_vol_divi_atom_mass", "polzbl_subs_mol_vol", "mp_subs_atom_rad", "X_subs_mp", "atom_mass_subs_X", "first_ion_en_add_atom_rad", "therm_cond_subs_X", "hfus", "first_ion_en_mult_therm_cond", "cell_0", "cell_1", "cell_2", "cell_3", "mean_chg_0", "mean_chg_1", "mean_chg_2", "mean_chg_3", "mean_chg_4", "mean_chg_5", "mean_chg_6", "mean_chg_7", "mean_chg_8", "mean_chg_9", "mean_chg_10", "mean_chg_11", "mean_chg_12", "mean_chg_13", "mean_chg_14", "mean_chg_15", "mean_chg_16", "mean_chg_17", "mean_chg_18", "mean_chg_19", "mean_chg_20", "mean_chg_21", "mean_chg_22", "mean_chg_23", "mean_chg_24", "mean_chg_25", "mean_chg_26", "mean_chg_27", "mean_chg_28", "mean_chg_29", "mean_chg_30", "mean_chg_31", "mean_chg_32", "mean_chg_33", "mean_chg_34", "mean_chg_35", "mean_chg_36", "mean_chg_37", "mean_chg_38", "mean_chg_39", "mean_chg_40", "mean_chg_41", "mean_chg_42", "mean_chg_43", "mean_chg_44", "mean_chg_45", "mean_chg_46", "mean_chg_47", "mean_chg_48", "mean_chg_49", "mean_chg_50", "mean_chg_51", "mean_chg_52", "mean_chg_53", "mean_chg_54", "mean_chg_55", "mean_chg_56", "mean_chg_57", "mean_chg_58", "mean_chg_59", "mean_chg_60", "mean_chg_61", "mean_chg_62", "mean_chg_63", "mean_chg_64", "mean_chg_65", "mean_chg_66", "mean_chg_67", "mean_chg_68", "mean_chg_69", "mean_chg_70", "mean_chg_71", "mean_chg_72", "mean_chg_73", "mean_chg_74", "mean_chg_75", "mean_chg_76", "mean_chg_77", "mean_chg_78", "mean_chg_79", "mean_chg_80", "mean_chg_81", "mean_chg_82", "mean_chg_83", "mean_chg_84", "mean_chg_85", "mean_chg_86", "mean_chg_87", "mean_chg_88", "mean_chg_89", "mean_chg_90", "mean_chg_91", "mean_chg_92", "mean_chg_93", "mean_chg_94", "mean_chg_95", "mean_chg_96", "mean_chg_97", "mean_chg_98", "mean_chg_99", "mean_chg_100", "mean_chg_101", "mean_chg_102", "mean_chg_103", "mean_chg_104", "mean_chg_105", "mean_chg_106", "mean_chg_107", "mean_chg_108", "mean_chg_109", "mean_chg_110", "mean_chg_111", "mean_chg_112", "mean_chg_113", "mean_chg_114", "mean_chg_115", "mean_chg_116", "mean_chg_117", "mean_chg_118", "mean_chg_119", "mean_chg_120", "mean_chg_121", "mean_chg_122", "mean_chg_123", "mean_chg_124", "mean_chg_125", "mean_chg_126", "mean_chg_127", "mean_chg_128", "mean_chg_129", "mean_chg_130", "mean_chg_131", "mean_chg_132", "mean_chg_133", "mean_chg_134", "mean_chg_135", "mean_chg_136", "mean_chg_137", "mean_chg_138", "mean_chg_139", "mean_chg_140", "mean_chg_141", "mean_chg_142", "mean_chg_143", "mean_chg_144", "mean_chg_145", "mean_chg_146", "mean_chg_147", "mean_chg_148", "mean_chg_149", "mean_chg_150", "mean_chg_151", "mean_chg_152", "mean_chg_153", "mean_chg_154", "mean_chg_155", "mean_chg_156", "mean_chg_157", "mean_chg_158", "mean_chg_159", "mean_chg_160", "mean_chg_161", "mean_chg_162", "mean_chg_163", "mean_chg_164", "mean_chg_165", "mean_chg_166", "mean_chg_167", "mean_chg_168", "mean_chg_169", "mean_chg_170", "mean_chg_171", "mean_chg_172", "mean_chg_173", "mean_chg_174", "mean_chg_175", "mean_chg_176", "mean_chg_177", "mean_chg_178", "mean_chg_179", "mean_chg_180", "mean_chg_181", "mean_chg_182", "mean_chg_183", "mean_chg_184", "mean_chg_185", "mean_chg_186", "mean_chg_187", "mean_chg_188", "mean_chg_189", "mean_chg_190", "mean_chg_191", "mean_chg_192", "mean_chg_193", "mean_chg_194", "mean_chg_195", "mean_chg_196", "mean_chg_197", "mean_chg_198", "mean_chg_199", "mean_chg_200", "mean_chg_201", "mean_chg_202", "mean_chg_203", "mean_chg_204", "mean_chg_205", "mean_chg_206", "mean_chg_207", "mean_chg_208", "mean_chg_209", "mean_chg_210", "mean_chg_211", "mean_chg_212", "mean_chg_213", "mean_chg_214", "mean_chg_215", "mean_chg_216", "mean_chg_217", "mean_chg_218", "mean_chg_219", "mean_chg_220", "mean_chg_221", "mean_chg_222", "mean_chg_223", "mean_chg_224", "mean_chg_225", "mean_chg_226", "mean_chg_227", "mean_chg_228", "mean_chg_229", "mean_chg_230", "mean_chg_231", "mean_chg_232", "mean_chg_233", "mean_chg_234", "mean_chg_235", "mean_chg_236", "mean_chg_237", "mean_chg_238", "mean_chg_239", "mean_chg_240", "mean_chg_241", "mean_chg_242", "mean_chg_243", "mean_chg_244", "mean_chg_245", "mean_chg_246", "mean_chg_247", "mean_chg_248", "mean_chg_249", "mean_chg_250", "mean_chg_251", "mean_chg_252", "mean_chg_253", "mean_chg_254", "mean_chg_255", "mean_chg_256", "mean_chg_257", "mean_chg_258", "mean_chg_259", "mean_chg_260", "mean_chg_261", "mean_chg_262", "mean_chg_263", "mean_chg_264", "mean_chg_265", "mean_chg_266", "mean_chg_267", "mean_chg_268", "mean_chg_269", "mean_chg_270", "mean_chg_271", "mean_chg_272", "mean_chg_273", "mean_chg_274", "mean_chg_275", "mean_chg_276", "mean_chg_277", "mean_chg_278", "mean_chg_279", "mean_chg_280", "mean_chg_281", "mean_chg_282", "mean_chg_283", "mean_chg_284", "mean_chg_285", "mean_chg_286", "mean_chg_287", "mean_chg_288", "mean_chg_289", "mean_chg_290", "mean_chg_291", "mean_chg_292", "mean_chg_293", "mean_chg_294", "mean_chg_295", "mean_chg_296", "mean_chg_297", "mean_chg_298", "mean_chg_299", "mean_chg_300", "mean_chg_301", "mean_chg_302", "mean_chg_303", "mean_chg_304", "mean_chg_305", "mean_chg_306", "mean_chg_307", "mean_chg_308", "mean_chg_309", "mean_chg_310", "mean_chg_311", "mean_chg_312", "mean_chg_313", "mean_chg_314", "mean_chg_315", "mean_chg_316", "mean_chg_317", "mean_chg_318", "mean_chg_319", "mean_chg_320", "mean_chg_321", "mean_chg_322", "mean_chg_323", "mean_chg_324", "mean_chg_325", "mean_chg_326", "mean_chg_327", "mean_chg_328", "mean_chg_329", "mean_chg_330", "mean_chg_331", "mean_chg_332", "mean_chg_333", "mean_chg_334", "mean_chg_335", "mean_chg_336", "mean_chg_337", "mean_chg_338", "mean_chg_339", "mean_chg_340", "mean_chg_341", "mean_chg_342", "mean_chg_343", "mean_chg_344", "mean_chg_345", "mean_chg_346", "mean_chg_347", "mean_chg_348", "mean_chg_349", "mean_chg_350", "mean_chg_351", "mean_chg_352", "mean_chg_353", "mean_chg_354", "mean_chg_355", "mean_chg_356", "mean_chg_357", "mean_chg_358", "mean_chg_359", "mean_chg_360", "mean_chg_361", "mean_chg_362", "mean_chg_363", "mean_chg_364", "mean_chg_365", "mean_chg_366", "mean_chg_367", "mean_chg_368", "mean_chg_369", "mean_chg_370", "mean_chg_371", "mean_chg_372", "mean_chg_373", "mean_chg_374", "mean_chg_375", "mean_chg_376", "mean_chg_377", "rdf_0", "rdf_1", "rdf_2", "rdf_3", "rdf_4", "rdf_5", "rdf_6", "rdf_7", "rdf_8", "rdf_9", "rdf_10", "rdf_11", "rdf_12", "rdf_13", "rdf_14", "rdf_15", "rdf_16", "rdf_17", "rdf_18", "rdf_19", "rdf_20", "rdf_21", "rdf_22", "rdf_23", "rdf_24", "rdf_25", "rdf_26", "rdf_27", "rdf_28", "rdf_29", "rdf_30", "rdf_31", "rdf_32", "rdf_33", "rdf_34", "rdf_35", "rdf_36", "rdf_37", "rdf_38", "rdf_39", "rdf_40", "rdf_41", "rdf_42", "rdf_43", "rdf_44", "rdf_45", "rdf_46", "rdf_47", "rdf_48", "rdf_49", "rdf_50", "rdf_51", "rdf_52", "rdf_53", "rdf_54", "rdf_55", "rdf_56", "rdf_57", "rdf_58", "rdf_59", "rdf_60", "rdf_61", "rdf_62", "rdf_63", "rdf_64", "rdf_65", "rdf_66", "rdf_67", "rdf_68", "rdf_69", "rdf_70", "rdf_71", "rdf_72", "rdf_73", "rdf_74", "rdf_75", "rdf_76", "rdf_77", "rdf_78", "rdf_79", "rdf_80", "rdf_81", "rdf_82", "rdf_83", "rdf_84", "rdf_85", "rdf_86", "rdf_87", "rdf_88", "rdf_89", "rdf_90", "rdf_91", "rdf_92", 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"adfb_81", "adfb_82", "adfb_83", "adfb_84", "adfb_85", "adfb_86", "adfb_87", "adfb_88", "adfb_89", "adfb_90", "adfb_91", "adfb_92", "adfb_93", "adfb_94", "adfb_95", "adfb_96", "adfb_97", "adfb_98", "adfb_99", "adfb_100", "adfb_101", "adfb_102", "adfb_103", "adfb_104", "adfb_105", "adfb_106", "adfb_107", "adfb_108", "adfb_109", "adfb_110", "adfb_111", "adfb_112", "adfb_113", "adfb_114", "adfb_115", "adfb_116", "adfb_117", "adfb_118", "adfb_119", "adfb_120", "adfb_121", "adfb_122", "adfb_123", "adfb_124", "adfb_125", "adfb_126", "adfb_127", "adfb_128", "adfb_129", "adfb_130", "adfb_131", "adfb_132", "adfb_133", "adfb_134", "adfb_135", "adfb_136", "adfb_137", "adfb_138", "adfb_139", "adfb_140", "adfb_141", "adfb_142", "adfb_143", "adfb_144", "adfb_145", "adfb_146", "adfb_147", "adfb_148", "adfb_149", "adfb_150", "adfb_151", "adfb_152", "adfb_153", "adfb_154", "adfb_155", "adfb_156", "adfb_157", "adfb_158", "adfb_159", "adfb_160", "adfb_161", "adfb_162", "adfb_163", "adfb_164", "adfb_165", "adfb_166", "adfb_167", "adfb_168", "adfb_169", "adfb_170", "adfb_171", "adfb_172", "adfb_173", "adfb_174", "adfb_175", "adfb_176", "adfb_177", "adfb_178", "ddf_0", "ddf_1", "ddf_2", "ddf_3", "ddf_4", "ddf_5", "ddf_6", "ddf_7", "ddf_8", "ddf_9", "ddf_10", "ddf_11", "ddf_12", "ddf_13", "ddf_14", "ddf_15", "ddf_16", "ddf_17", "ddf_18", "ddf_19", "ddf_20", "ddf_21", "ddf_22", "ddf_23", "ddf_24", "ddf_25", "ddf_26", "ddf_27", "ddf_28", "ddf_29", "ddf_30", "ddf_31", "ddf_32", "ddf_33", "ddf_34", "ddf_35", "ddf_36", "ddf_37", "ddf_38", "ddf_39", "ddf_40", "ddf_41", "ddf_42", "ddf_43", "ddf_44", "ddf_45", "ddf_46", "ddf_47", "ddf_48", "ddf_49", "ddf_50", "ddf_51", "ddf_52", "ddf_53", "ddf_54", "ddf_55", "ddf_56", "ddf_57", "ddf_58", "ddf_59", "ddf_60", "ddf_61", "ddf_62", "ddf_63", "ddf_64", "ddf_65", "ddf_66", "ddf_67", "ddf_68", "ddf_69", "ddf_70", "ddf_71", "ddf_72", "ddf_73", "ddf_74", "ddf_75", "ddf_76", "ddf_77", "ddf_78", "ddf_79", "ddf_80", "ddf_81", "ddf_82", "ddf_83", "ddf_84", "ddf_85", "ddf_86", "ddf_87", "ddf_88", "ddf_89", "ddf_90", "ddf_91", "ddf_92", "ddf_93", "ddf_94", "ddf_95", "ddf_96", "ddf_97", "ddf_98", "ddf_99", "ddf_100", "ddf_101", "ddf_102", "ddf_103", "ddf_104", "ddf_105", "ddf_106", "ddf_107", "ddf_108", "ddf_109", "ddf_110", "ddf_111", "ddf_112", "ddf_113", "ddf_114", "ddf_115", "ddf_116", "ddf_117", "ddf_118", "ddf_119", "ddf_120", "ddf_121", "ddf_122", "ddf_123", "ddf_124", "ddf_125", "ddf_126", "ddf_127", "ddf_128", "ddf_129", "ddf_130", "ddf_131", "ddf_132", "ddf_133", "ddf_134", "ddf_135", "ddf_136", "ddf_137", "ddf_138", "ddf_139", "ddf_140", "ddf_141", "ddf_142", "ddf_143", "ddf_144", "ddf_145", "ddf_146", "ddf_147", "ddf_148", "ddf_149", "ddf_150", "ddf_151", "ddf_152", "ddf_153", "ddf_154", "ddf_155", "ddf_156", "ddf_157", "ddf_158", "ddf_159", "ddf_160", "ddf_161", "ddf_162", "ddf_163", "ddf_164", "ddf_165", "ddf_166", "ddf_167", "ddf_168", "ddf_169", "ddf_170", "ddf_171", "ddf_172", "ddf_173", "ddf_174", "ddf_175", "ddf_176", "ddf_177", "ddf_178", "nn_0", "nn_1", "nn_2", "nn_3", "nn_4", "nn_5", "nn_6", "nn_7", "nn_8", "nn_9", "nn_10", "nn_11", "nn_12", "nn_13", "nn_14", "nn_15", "nn_16", "nn_17", "nn_18", "nn_19", "nn_20", "nn_21", "nn_22", "nn_23", "nn_24", "nn_25", "nn_26", "nn_27", "nn_28", "nn_29", "nn_30", "nn_31", "nn_32", "nn_33", "nn_34", "nn_35", "nn_36", "nn_37", "nn_38", "nn_39", "nn_40", "nn_41", "nn_42", "nn_43", "nn_44", "nn_45", "nn_46", "nn_47", "nn_48", "nn_49", "nn_50", "nn_51", "nn_52", "nn_53", "nn_54", "nn_55", "nn_56", "nn_57", "nn_58", "nn_59", "nn_60", "nn_61", "nn_62", "nn_63", "nn_64", "nn_65", "nn_66", "nn_67", "nn_68", "nn_69", "nn_70", "nn_71", "nn_72", "nn_73", "nn_74", "nn_75", "nn_76", "nn_77", "nn_78", "nn_79", "nn_80", "nn_81", "nn_82", "nn_83", "nn_84", "nn_85", "nn_86", "nn_87", "nn_88", "nn_89", "nn_90", "nn_91", "nn_92", "nn_93", "nn_94", "nn_95", "nn_96", "nn_97", "nn_98", "nn_99", ] # for i,j,k,l in zip(names,cfid_names, [round(i,2) for i in values], [round(i,2) for i in cfid_values]): # if k!=l: # print ('kl',k,l) assert (names, [round(i, 2) for i in values]) == ( cfid_names, [round(i, 2) for i in cfid_values], ) z = coulomb_matrix(Si) assert len(z) == 100 assert round(z[0], 2) == round(281.62894609, 2)
# test_desc()