def do_sweep(ri,center_freqs,offsets,nsamp,
nchan_per_step=8,reads_per_step=2,callback = None, sweep_data=None,
demod=True, loopback=False):
if nchan_per_step > center_freqs.shape[0]:
nchan_per_step = center_freqs.shape[0]
if sweep_data is not None:
swp = sweep_data
else:
swp = SweepData()
for offset_index,offset in enumerate(offsets):
ri.set_tone_freqs(center_freqs+offset,nsamp=nsamp)
nchan = ri.fft_bins.shape[1]
nstep = int(np.ceil(nchan/float(nchan_per_step)))
toread = set(range(nchan))
for k in range(nstep):
if len(toread) == 0:
break
if len(toread) < nchan_per_step:
print "couldn't read last %d channels because number of channels is not a multiple of nchan_per_step" % len(toread)
break
if len(toread) > nchan_per_step:
start = k
stop = k + (nchan//nstep)*nstep
selection = range(start,stop,nchan/nchan_per_step)[:nchan_per_step]
toread = toread.difference(set(selection))
else:
selection = list(toread)
toread = set()
selection.sort()
ri.select_fft_bins(selection)
ri._sync(loopback=loopback)
time.sleep(0.2)
epoch = time.time()
try:
dmod,addr = ri.get_data_katcp(reads_per_step,demod=demod)
except Exception,e:
print e
continue
chids = ri.fpga_fft_readout_indexes+1
tones = ri.tone_bins[0,ri.readout_selection]
abort = False
for m in range(len(chids)):
#print "m:",m,"selection[m]",selection[m],tones[m]*ri.fs*1.0/nsamp,ri.readout_selection[m]
sweep_index = ri.readout_selection[m]# np.abs(actual_freqs - ri.fs*tones[m]/nsamp).argmin()
block = DataBlock(data = dmod[:,m], tone=tones[m], fftbin = chids[m],
nsamp = nsamp, nfft = ri.nfft, wavenorm = ri.wavenorm, t0 = epoch, fs = ri.fs,
sweep_index=sweep_index, heterodyne=ri.heterodyne, lo=ri.lo_frequency,
hardware_delay_estimate=ri.hardware_delay_estimate)
block.progress = (k+1)/float(nstep)
swp.add_block(block)
if callback:
abort = callback(block)
if abort:
break
def coarse_sweep(ri,freqs=np.linspace(10,200,384),nsamp=2**15,nchan_per_step=4,reads_per_step=2, callback = None, sweep_id = 1, sweep_data = None):
actual_freqs = ri.set_tone_freqs(freqs,nsamp=nsamp)
if sweep_data is not None:
data = sweep_data
else:
data = SweepData(sweep_id)
ri.r.write_int('sync',0)
ri.r.write_int('sync',1)
ri.r.write_int('sync',0)
time.sleep(1)
nchan = ri.fft_bins.shape[1]
nstep = int(np.ceil(nchan/float(nchan_per_step)))
toread = set(range(nchan))
for k in range(nstep):
if len(toread) == 0:
break
if len(toread) > nchan_per_step:
start = k
stop = k + (nchan//nstep)*nstep
selection = range(start,stop,nchan/nchan_per_step)[:nchan_per_step]
toread = toread.difference(set(selection))
else:
selection = list(toread)
toread = set()
ri.select_fft_bins(selection)
ri.r.write_int('sync',0)
ri.r.write_int('sync',1)
ri.r.write_int('sync',0)
time.sleep(0.2)
try:
dmod,addr = ri.get_data(reads_per_step)
except Exception,e:
print e
continue
# dmod = dmod*ri.wavenorm
chids = ri.fpga_fft_readout_indexes+1
tones = ri.tone_bins[0,ri.readout_selection]
abort = False
for m in range(len(chids)):
sweep_index = selection[m] # np.abs(actual_freqs - ri.fs*tones[m]/nsamp).argmin()
block = DataBlock(data = dmod[:,m], tone=tones[m], fftbin = chids[m],
nsamp = nsamp, nfft = ri.nfft, wavenorm = ri.wavenorm, t0 = time.time(), fs = ri.fs, sweep_index=sweep_index)
block.progress = (k+1)/float(nstep)
data.add_block(block)
if callback:
abort = callback(block)
if abort:
break
def do_prepared_sweep(ri,
nchan_per_step=8,
reads_per_step=2,
callback=None,
sweep_data=None,
banks=None,
demod=True,
loopback=False):
if nchan_per_step > ri.fft_bins.shape[1]:
nchan_per_step = ri.fft_bins.shape[1]
if ri.fft_bins.shape[1] % nchan_per_step:
print "Warning: number of channels is not a multiple of nchan_per_step. Not all channels will be read."
if sweep_data is not None:
swp = sweep_data
else:
swp = SweepData()
nbanks = ri.tone_bins.shape[0]
nsamp = ri.tone_nsamp
if banks is None:
banks = range(nbanks)
for ibank, bank in enumerate(banks):
ri.select_bank(bank)
nchan = ri.fft_bins.shape[1]
nstep = int(np.ceil(nchan / float(nchan_per_step)))
toread = set(range(nchan))
for k in range(nstep):
print("%.1f" % (100. * (ibank * nstep + k) /
(nstep * len(banks)))),
if len(toread) == 0:
break
if len(toread) < nchan_per_step:
print "couldn't read last %d channels because number of channels is not a multiple of nchan_per_step" % len(
toread)
break
if len(toread) > nchan_per_step:
start = k
stop = k + (nchan // nstep) * nstep
selection = range(start, stop,
nchan / nchan_per_step)[:nchan_per_step]
toread = toread.difference(set(selection))
else:
selection = list(toread)
toread = set()
selection.sort()
ri.select_fft_bins(selection)
ri._sync(loopback=loopback)
time.sleep(0.2)
epoch = time.time()
try:
dmod, addr = ri.get_data(reads_per_step, demod=demod)
except Exception, e:
print e
continue
# dmod = dmod*ri.wavenorm
chids = ri.fpga_fft_readout_indexes + 1
tones = ri.tone_bins[bank, ri.readout_selection]
abort = False
for m in range(len(chids)):
#print "m:",m,"selection[m]",selection[m],tones[m]*ri.fs*1.0/nsamp,ri.readout_selection[m]
sweep_index = ri.readout_selection[
m] # np.abs(actual_freqs - ri.fs*tones[m]/nsamp).argmin()
block = DataBlock(
data=dmod[:, m],
tone=tones[m],
fftbin=chids[m],
nsamp=nsamp,
nfft=ri.nfft,
wavenorm=ri.wavenorm,
t0=epoch,
fs=ri.fs,
sweep_index=sweep_index,
heterodyne=ri.heterodyne,
lo=ri.lo_frequency,
hardware_delay_estimate=ri.hardware_delay_estimate)
block.progress = (k + 1) / float(nstep)
swp.add_block(block)
if callback:
abort = callback(block)
if abort:
break
def coarse_sweep(ri,
freqs=np.linspace(10, 200, 384),
nsamp=2**15,
nchan_per_step=4,
reads_per_step=2,
callback=None,
sweep_id=1,
sweep_data=None):
actual_freqs = ri.set_tone_freqs(freqs, nsamp=nsamp)
if sweep_data is not None:
data = sweep_data
else:
data = SweepData(sweep_id)
ri.r.write_int('sync', 0)
ri.r.write_int('sync', 1)
ri.r.write_int('sync', 0)
time.sleep(1)
nchan = ri.fft_bins.shape[1]
nstep = int(np.ceil(nchan / float(nchan_per_step)))
toread = set(range(nchan))
for k in range(nstep):
if len(toread) == 0:
break
if len(toread) > nchan_per_step:
start = k
stop = k + (nchan // nstep) * nstep
selection = range(start, stop,
nchan / nchan_per_step)[:nchan_per_step]
toread = toread.difference(set(selection))
else:
selection = list(toread)
toread = set()
ri.select_fft_bins(selection)
ri.r.write_int('sync', 0)
ri.r.write_int('sync', 1)
ri.r.write_int('sync', 0)
time.sleep(0.2)
try:
dmod, addr = ri.get_data(reads_per_step)
except Exception, e:
print e
continue
# dmod = dmod*ri.wavenorm
chids = ri.fpga_fft_readout_indexes + 1
tones = ri.tone_bins[0, ri.readout_selection]
abort = False
for m in range(len(chids)):
sweep_index = selection[
m] # np.abs(actual_freqs - ri.fs*tones[m]/nsamp).argmin()
block = DataBlock(data=dmod[:, m],
tone=tones[m],
fftbin=chids[m],
nsamp=nsamp,
nfft=ri.nfft,
wavenorm=ri.wavenorm,
t0=time.time(),
fs=ri.fs,
sweep_index=sweep_index)
block.progress = (k + 1) / float(nstep)
data.add_block(block)
if callback:
abort = callback(block)
if abort:
break