def test_custom_emitters(plot=True):
from jetset.jet_model import Jet
from jetset.jet_emitters import EmittersDistribution
import numpy as np
def distr_func_bkn(gamma_break, gamma, s1, s2):
return np.power(gamma, -s1) * (1. +
(gamma / gamma_break))**(-(s2 - s1))
n_e = EmittersDistribution('custom_bkn', spectral_type='bkn')
n_e.add_par('gamma_break',
par_type='turn-over-energy',
val=1E3,
vmin=1.,
vmax=None,
unit='lorentz-factor')
n_e.add_par('s1',
par_type='LE_spectral_slope',
val=2.5,
vmin=-10.,
vmax=10,
unit='')
n_e.add_par('s2',
par_type='LE_spectral_slope',
val=3.2,
vmin=-10.,
vmax=10,
unit='')
n_e.set_distr_func(distr_func_bkn)
n_e.parameters.show_pars()
n_e.parameters.s1.val = 2.0
n_e.parameters.s2.val = 3.5
if plot is True:
n_e.plot()
my_jet = Jet(emitters_distribution=n_e)
my_jet.Norm_distr = True
my_jet.parameters.N.val = 5E4
my_jet.eval()
np.testing.assert_allclose(my_jet.emitters_distribution.eval_N(),
my_jet.parameters.N.val,
rtol=1E-5)
print(my_jet.emitters_distribution.eval_N(), my_jet.parameters.N.val)
print(n_e.eval_N(), my_jet.parameters.N.val)
assert (my_jet.emitters_distribution.emitters_type == 'electrons')
my_jet.save_model('test_jet_custom_emitters.pkl')
my_jet = Jet.load_model('test_jet_custom_emitters.pkl')
my_jet.eval()
def custom_emitters(plot=True):
from jetset.jet_model import Jet
from jetset.jet_emitters import EmittersDistribution
import numpy as np
def distr_func_bkn(gamma_break, gamma, s1, s2):
return np.power(gamma, -s1) * (1. +
(gamma / gamma_break))**(-(s2 - s1))
n_e = EmittersDistribution('bkn')
n_e.add_par('gamma_break',
par_type='turn-over-energy',
val=1E3,
vmin=1.,
vmax=None,
unit='lorentz-factor')
n_e.add_par('s1',
par_type='LE_spectral_slope',
val=2.5,
vmin=-10.,
vmax=10,
unit='')
n_e.add_par('s2',
par_type='LE_spectral_slope',
val=3.2,
vmin=-10.,
vmax=10,
unit='')
n_e.set_distr_func(distr_func_bkn)
n_e.parameters.show_pars()
n_e.parameters.s1.val = 2.0
n_e.parameters.s2.val = 3.5
if plot is True:
n_e.plot()
my_jet = Jet(electron_distribution=n_e)
my_jet.Norm_distr = True
my_jet.parameters.N.val = 5E4
my_jet.eval()
diff = np.fabs(
np.trapz(n_e.n_gamma_e, n_e.gamma_e) - my_jet.parameters.N.val)
print('diff', diff)
assert (diff < 1E-3)