# hp.gnomview(themaps[0],rot=[0,90],reso=10,title='Q')
# hp.gnomview(themaps[1],rot=[0,90],reso=10,title='U')
# hp.gnomview(themaps2[0],rot=[0,90],reso=10,title='Q')
# hp.gnomview(themaps2[1],rot=[0,90],reso=10,title='U')
covmap = np.identity(len(ipok) * len(themaps)) * signoise ** 2 * 0
guess = [0, binspec[:, 1], binspec[:, 2], binspec[:, 3], 0]
specout, error, invfisher, ds_dcb = qml.qml_cross_noiter(
themaps,
themaps2,
mask,
covmap,
ellbins,
fwhmrad,
guess,
ds_dcb,
spectra,
cholesky=False,
temp=False,
polar=True,
plot=True,
)
#### MC
nbmc = 100
signoise = 0.2
allspec = []
allerr = []
for i in xrange(nbmc):
mapq_o = x0_convolved[:,1]
mapq_o[mask]=0
mapu_o = x0_convolved[:,2]
mapu_o[mask]=0
themaps_o = [mapq_o,mapu_o]
themaps2_o = [mapq_o,mapu_o]
### Likelihood
covmap=np.zeros(len(ipok)*2)
guess=[0,binspec[:,1],binspec[:,2],binspec[:,3],0]
specoutQ,errorQ,invfisherQ,ds_dcb=qml.qml_cross_noiter([themap_0_Q[:,1],themap_0_Q[:,2]] ,
[themap_1_Q[:,1], themap_1_Q[:,2]],mask,covmap,ellbins,fwhmrad,guess,
ds_dcb,spectra,cholesky=False,temp=False,polar=True,plot=True)
specoutQP,errorQP,invfisherQP,ds_dcb=qml.qml_cross_noiter([themap_0_QP[:,1],themap_0_QP[:,2]] ,
[themap_1_QP[:,1], themap_1_QP[:,2]],mask,covmap,ellbins,fwhmrad,guess,
ds_dcb,spectra,cholesky=False,temp=False,polar=True,plot=True)
specout_o,error_o,invfisher_o,ds_dcb=qml.qml_cross_noiter(themaps_o, themaps2_o,mask,covmap,ellbins,fwhmrad,guess,
ds_dcb,spectra,cholesky=False,temp=False,polar=True,plot=True)
clf()
subplot(1,2,1)
xlim(0,np.max(ellmax)*1.2)
plot(ell,E,lw=3)
xlabel('$\ell$')