def main(A): """ normalize to observed mean F """ zcenter, afactor = numpy.loadtxt(A.datadir + '/afactor.txt', unpack=True) AZ = interp1d(zcenter, afactor, fill_value=1.0, kind=4) all = numpy.fromfile(A.datadir + '/pass3.raw', dtype=pixeldtype2) Z = A.Z(all) all['F'] = all['F'] ** AZ(Z) all.tofile(A.datadir + '/pass4.raw')
def powertopole(r, K, P, kernel):
"""calculate the multipoles of xi upto order nmax, for given P(K)
K R are in DH units!
"""
mask = ~numpy.isnan(P) & (K > 0)
K = K[mask]
P = P[mask]
P = P * (2 * numpy.pi) ** 3 # going from GADGET to xiao
Pfunc = interp1d(K, P, kind=5)
xi = numpy.empty_like(r)
for i in range(len(r)):
def func(k):
rt = Pfunc(k) * k ** 2 * numpy.exp(- (k *1e3) ** 2) * kernel(k * r[i])
return rt
xi[i] = quad(func, K.min(), K.max())[0]
return xi * (2 * numpy.pi) ** -3