cosmotool/python_sample/icgen/test_ic_from_borg.py
2014-06-12 17:16:59 +02:00

65 lines
1.8 KiB
Python

import numpy as np
import cosmotool as ct
import borgicgen as bic
import cosmogrowth as cg
import sys
cosmo={'omega_M_0':0.3175, 'h':0.6711}
cosmo['omega_lambda_0']=1-cosmo['omega_M_0']
cosmo['omega_k_0'] = 0
cosmo['omega_B_0']=0.049
cosmo['SIGMA8']=0.8344
cosmo['ns']=0.9624
N0=256
doSimulation=True
simShift=True
snap_id=int(sys.argv[1])
astart=1/100.
if doSimulation:
s = ct.loadRamsesAll("/nethome/lavaux/remote2/borgsim3/", snap_id, doublePrecision=True)
astart=s.getTime()
L = s.getBoxsize()
p = s.getPositions()
Nsim = int( np.round( p[0].size**(1./3)) )
print("Nsim = %d" % Nsim)
if simShift:
p = [(q-0.5*L/Nsim)%L for q in p]
dsim = ct.cicParticles(p[::-1], L, N0)
dsim /= np.average(np.average(np.average(dsim, axis=0), axis=0), axis=0)
dsim -= 1
dsim_hat = np.fft.rfftn(dsim)*(L/N0)**3
Psim, bsim = bic.bin_power(np.abs(dsim_hat)**2/L**3, L, range=(0,1.), bins=150)
pos,_,density,N,L,_,_ = bic.run_generation("initial_density_2588.dat", 0.001, astart, cosmo, supersample=2, do_lpt2=True)
dcic = ct.cicParticles(pos, L, N0)
dcic /= np.average(np.average(np.average(dcic, axis=0), axis=0), axis=0)
dcic -= 1
dcic_hat = np.fft.rfftn(dcic)*(L/N0)**3
dens_hat = np.fft.rfftn(density)*(L/N0)**3
Pcic, bcic = bic.bin_power(np.abs(dcic_hat)**2/L**3, L, range=(0,1.), bins=150)
Pdens, bdens = bic.bin_power(np.abs(dens_hat)**2/L**3, L, range=(0,1.), bins=150)
cgrowth = cg.CosmoGrowth(**cosmo)
D1 = cgrowth.D(astart)
D1_0 = D1/cgrowth.D(1)#0.001)
Pref, bref = bic.compute_ref_power(L, N0, cosmo, range=(0,1.), bins=150)
Pcic /= D1_0**2
Pdens /= D1_0**2
#borg_evolved = ct.read_borg_vol("final_density_1380.dat")
#dborg_hat = np.fft.rfftn(borg_evolved.density)*L**3/borg_evolved.density.size
#Pborg, bborg = bic.bin_power(np.abs(dborg_hat)**2/L**3, L, range=(0,1.),bins=150)