def test_mult_by_k1():
carr = np.zeros((32,16),dtype='F')+1.0+1.0j
ck0 = vcalc.mult_by_k(carr, 0)
assert np.allclose(carr, ck0)
ck1 = vcalc.mult_by_k(carr, 1)
kx0_line = (np.zeros((16,),dtype='F')+1.0+1.0j) * np.arange(16)
assert np.allclose(kx0_line, ck1[0])
def plot_eng_spectra(cpsi, cvor, cden, npoints):
import pylab as pl
pl.ion()
Ebk = vcalc.mult_by_k(cpsi * np.conj(cpsi), 2)
Evk = vcalc.mult_by_k(cvor * np.conj(cvor), -2)
Enk = cden * np.conj(cden)
x,Eb_spect = get_spectrum(Ebk, npoints)
x,Ev_spect = get_spectrum(Evk, npoints)
x,En_spect = get_spectrum(Enk, npoints)
pl.figure()
pl.loglog(x, Eb_spect, 'ro-', label='magnetic')
pl.loglog(x, Ev_spect, 'g^-', label='kinetic')
pl.loglog(x, En_spect, 'b<-', label='internal')
pl.legend()
def spectra_plot(cpsi, cvor, cden, rho_s2, npoints, name, title, exts=('.png', '.pdf')):
import pylab as pl
Ebk = vcalc.mult_by_k(cpsi * np.conj(cpsi), 2)
Evk = vcalc.mult_by_k(cvor * np.conj(cvor), -2)
Enk = rho_s2 * (cden * np.conj(cden))
x, Bspec = get_spectrum(Ebk, npoints)
x, Vspec = get_spectrum(Evk, npoints)
x, Nspec = get_spectrum(Enk, npoints)
pl.figure()
pl.loglog(x, Bspec, 'ro-', label='magnetic')
pl.loglog(x, Vspec, 'g^-', label='kinetic')
pl.loglog(x, Nspec, 'b<-', label='internal')
pl.xlabel('wavenumber (norm. units)')
pl.ylabel('Spect. amp. (norm. units)')
pl.title(title)
pl.legend()
for ext in exts:
pl.savefig(name + ext)
def test_mult_by_k2():
carr = np.zeros((32,16),dtype='F')+1.0+1.0j
ck2 = vcalc.mult_by_k(carr, 2)
kx_nxby2_line = (np.zeros((16,),dtype='F')+1.0+1.0j) * (np.arange(16)**2 + 16**2)
assert np.allclose(kx_nxby2_line, ck2[16])