#plot3(l2,QiUsim_l2,RMlabel,'$\lambda^2\ (m^2)$ ','Rebinned into $\lambda^2$')
RM_samp, QiUsim_rm = [], []
for i, spec in enumerate(QiUsim_l2):
QiUsim_rm.append(np.fft.fft(QiUsim_l2[i]))
RM_samp.append(np.fft.fftfreq(len(spec), l2[i][1] - l2[i][0]) * RMT.twopi)
#plot3(RM_samp,np.abs(QiUsim_rm),RMlabel,'RM $(m^{-2})$','FFTed')
#TEST THE DFT METHOD
RM_samp, W = RMT.RMTmat(fq)
for i, spec in enumerate(QiUsim):
QiUsim_rm[i] = RMT.RMT(spec, W)
plot3(RM_samp, np.abs(QiUsim_rm), RMlabel, '$RM (m^2)$ ', 'DFT')
there_and_back_again = []
fuck_ups = []
iW = RMT.iRMTmat(fq)
for i, spec in enumerate(QiUsim_rm):
there_and_back_again.append(RMT.iRMT(spec, iW))
fuck_ups.append(there_and_back_again[-1] / QiUsim[i])
plot3(fq, there_and_back_again, RMlabel, 'Frequency (GHz)', 'iDFT')
plot3(fq, np.abs(fuck_ups), RMlabel, 'Frequency (GHz)',
'Recovered / Original [amp]')
plot3(fq, np.angle(fuck_ups), RMlabel, 'Frequency (GHz)',
'Recovered / Original [phase]')
show()
l2.append(l2i)
QiUsim_l2.append(spec_l2)
#plot3(l2,QiUsim_l2,RMlabel,'$\lambda^2\ (m^2)$ ','Rebinned into $\lambda^2$')
RM_samp,QiUsim_rm = [],[]
for i,spec in enumerate(QiUsim_l2):
QiUsim_rm.append(np.fft.fft(QiUsim_l2[i]))
RM_samp.append(np.fft.fftfreq(len(spec),l2[i][1]-l2[i][0])*RMT.twopi)
#plot3(RM_samp,np.abs(QiUsim_rm),RMlabel,'RM $(m^{-2})$','FFTed')
#TEST THE DFT METHOD
RM_samp,W = RMT.RMTmat(fq)
for i,spec in enumerate(QiUsim):
QiUsim_rm[i] = RMT.RMT(spec,W)
plot3(RM_samp,np.abs(QiUsim_rm),RMlabel,'$RM (m^2)$ ','DFT')
there_and_back_again = []
fuck_ups = []
iW = RMT.iRMTmat(fq)
for i,spec in enumerate(QiUsim_rm):
there_and_back_again.append(RMT.iRMT(spec,iW))
fuck_ups.append(there_and_back_again[-1] / QiUsim[i])
plot3(fq,there_and_back_again,RMlabel,'Frequency (GHz)','iDFT')
plot3(fq,np.abs(fuck_ups),RMlabel,'Frequency (GHz)','Recovered / Original [amp]')
plot3(fq,np.angle(fuck_ups),RMlabel,'Frequency (GHz)','Recovered / Original [phase]')
show()
