def update(val):
f_NL = sf_NL.val
gamma = Decimal(sgamma.val).quantize(Decimal('0.1'),rounding=ROUND_DOWN)
z = Decimal(int(sz.val)).quantize(Decimal('0.0'),rounding=ROUND_DOWN)
APg_Delta_m = var.galaxy_angular_power("wcdm_%s-%s-%s" %(cc.w_x, cc.c2_s, z), 1, f_NL, **cosmo)
APg_Delta_m11 = var.galaxy_angular_power("gwcdm_%s-%s-%s-%s-%s" %(cc.w_x, cc.c2_s, gamma, cc.Inrct, z), 1, f_NL0, **cosmo)
APg_Delta_mt = var.galaxy_angular_power("gwcdm_%s-%s-%s-%s-%s" %(cc.w_x, cc.c2_s, gamma, cc.Inrct, z), 1, f_NL, **cosmo)
l.set_ydata(APg_Delta_m0)
l1.set_ydata(APg_Delta_m)
l2.set_ydata(APg_Delta_m11)
l3.set_ydata(APg_Delta_mt)
draw()
def AP_g(model, BP, f_NL, **cosmo):
AP_Delta_m = var.galaxy_angular_power(model, BP, f_NL, **cosmo)
semilogy(cc.l, AP_Delta_m, next(linecycler), linewidth = 2, label = model + " - $f_{NL}: %s$" %f_NL)
legend(loc = 'best')
xlabel('$l$')
ylabel('$l(l+1)/(2\pi) C_l$(a=1)')
#---------------------- END ----------------------
def IN_APg_var_plot():
#---------- Cosmo parameters -----------------
cosmo = {'omega_M_0': 0.315, 'omega_b_0': 0.045, 'omega_lambda_0': 1 - 0.315}
ax = subplot(111)
subplots_adjust(left=0.25, bottom=0.25)
f_NL0 = cc.f_NL[0]
f_NL1 = cc.f_NL[1]
APg_Delta_m0 = var.galaxy_angular_power("wcdm_%s-%s-%s" %(cc.w_x, cc.c2_s, cc.z), 1, f_NL0, **cosmo)
APg_Delta_m1 = var.galaxy_angular_power("wcdm_%s-%s-%s" %(cc.w_x, cc.c2_s, cc.z), 1, f_NL1, **cosmo)
APg_Delta_m01 = var.galaxy_angular_power("gwcdm_%s-%s-%s-%s-%s" %(cc.w_x, cc.c2_s, cc.gamma, cc.Inrct, cc.z), 1, f_NL0, **cosmo)
PPg_Delta_m01 = var.galaxy_angular_power("gwcdm_%s-%s-%s-%s-%s" %(cc.w_x, cc.c2_s, cc.gamma, cc.Inrct, cc.z), 1, f_NL0, **cosmo)[0]
# f_NL = linspace(f_NL0, f_NL1, 1000)
# for i in range(len(f_NL)):
# PPg_Delta_m1 = var.galaxy_angular_power("wcdm_%s-%s-%s" %(cc.w_x, cc.c2_s, cc.z), 1, f_NL[i], **cosmo)[0]
# if PPg_Delta_m01 >= PPg_Delta_m1:
# f_NL01 = f_NL[i]
# else:
# exit
# print "Effective f_NL: ", f_NL01
l, = semilogy(cc.l, APg_Delta_m0, '-', linewidth = 2)#, label = "wcdm - $f_{NL}$: %s" % cc.f_NL[0] )
l1, = semilogy(cc.l, APg_Delta_m1, '--', linewidth = 2, label = "wcdm - $f_{NL}$")
l2, = semilogy(cc.l, APg_Delta_m01, '-.', linewidth = 2, label = "$\Gamma$-wcdm")
l3, = semilogy(cc.l, APg_Delta_m01, ':', linewidth = 2, label = "$\Gamma$-wcdm + $f_{NL}$" )
#axvline(x = 0.17 * 10**-2, color='r', ls = '--') # vertical line at k_eq
#axvline(x = 0.14 * 10**-1, color='b', ls = '-.') # vertical line at k_eq
#xlim((cc.k_min, cc.k_max))
#xlim((10**-3, cc.k_max))
#axvline(x = 10**-3, color='g', ls = '--') # vertical line at k_eq
legend(loc = 'best')
xlabel('l')
ylabel('$l(l+1)/(2\pi) C_l$(a=1)')
axcolor = 'lightgoldenrodyellow'
axf_NL = axes([0.25, 0.05, 0.65, 0.03], axisbg=axcolor)
axgamma = axes([0.25, 0.1, 0.65, 0.03], axisbg=axcolor)
axz = axes([0.25, 0.15, 0.65, 0.03], axisbg=axcolor)
sf_NL = Slider(axf_NL, '$f_{NL}$', f_NL0, 10.0, valfmt='%1.3f', valinit = f_NL1)
sgamma = Slider(axgamma, '$\Gamma$', 0.0, 1.0, valfmt='%1.1f', valinit = cc.gamma)
sz = Slider(axz, '$z$', 0.0, 3.0, valfmt='%1.0f', valinit = cc.z)
def update(val):
f_NL = sf_NL.val
gamma = Decimal(sgamma.val).quantize(Decimal('0.1'),rounding=ROUND_DOWN)
z = Decimal(int(sz.val)).quantize(Decimal('0.0'),rounding=ROUND_DOWN)
APg_Delta_m = var.galaxy_angular_power("wcdm_%s-%s-%s" %(cc.w_x, cc.c2_s, z), 1, f_NL, **cosmo)
APg_Delta_m11 = var.galaxy_angular_power("gwcdm_%s-%s-%s-%s-%s" %(cc.w_x, cc.c2_s, gamma, cc.Inrct, z), 1, f_NL0, **cosmo)
APg_Delta_mt = var.galaxy_angular_power("gwcdm_%s-%s-%s-%s-%s" %(cc.w_x, cc.c2_s, gamma, cc.Inrct, z), 1, f_NL, **cosmo)
l.set_ydata(APg_Delta_m0)
l1.set_ydata(APg_Delta_m)
l2.set_ydata(APg_Delta_m11)
l3.set_ydata(APg_Delta_mt)
draw()
sf_NL.on_changed(update)
sgamma.on_changed(update)
sz.on_changed(update)
resetax = axes([0.8, 0.0, 0.1, 0.04])
button = Button(resetax, 'Reset', color=axcolor, hovercolor='0.975')
def reset(event):
sf_NL.reset()
sgamma.reset()
sz.reset()
button.on_clicked(reset)
show()
return