def test_dbstore(tmp_db_store, data_files, random_samples):
from wwb_scanner.file_handlers import BaseImporter
from wwb_scanner.scan_objects import Spectrum
from wwb_scanner.utils.dbstore import db_store
spec = {}
for fkey, d in data_files.items():
for skey, fn in d.items():
spectrum = BaseImporter.import_file(fn)
spectrum.save_to_dbstore()
assert spectrum.eid is not None
spec[spectrum.eid] = spectrum
rs = 1.024e6
nsamp = 256
step_size = 0.5e6
freq_range = [572e6, 636e6]
spectrum = Spectrum()
fc = freq_range[0]
while True:
freqs, sig, Pxx = random_samples(n=nsamp, rs=rs, fc=fc)
spectrum.add_sample_set(frequency=freqs, iq=Pxx)
if spectrum.sample_data['frequency'].max() >= freq_range[1] / 1e6:
break
fc += step_size
spectrum.save_to_dbstore()
assert spectrum.eid is not None
spec[spectrum.eid] = spectrum
for eid, spectrum in spec.items():
db_spectrum = Spectrum.from_dbstore(eid=spectrum.eid)
for attr in Spectrum._serialize_attrs:
assert getattr(spectrum, attr) == getattr(db_spectrum, attr)
assert np.array_equal(spectrum.sample_data, db_spectrum.sample_data)
db_data = db_store.get_all_scans()
assert set(db_data.keys()) == set(spec.keys())
class ScannerBase(JSONMixin):
WINDOW_TYPES = WINDOW_TYPES
def __init__(self, **kwargs):
self._running = threading.Event()
self._stopped = threading.Event()
self._current_freq = None
self._progress = 0.
ckwargs = kwargs.get('config')
if not ckwargs:
ckwargs = db_store.get_scan_config()
if not ckwargs:
ckwargs = {}
self.config = ScanConfig(ckwargs)
self.device_config = self.config.device
self.sampling_config = self.config.sampling
if 'spectrum' in kwargs:
self.spectrum = Spectrum.from_json(kwargs['spectrum'])
else:
self.spectrum = Spectrum()
self.spectrum.scan_config = self.config
if not kwargs.get('__from_json__'):
self.sample_collection = SampleCollection(scanner=self)
@property
def current_freq(self):
return self._current_freq
@current_freq.setter
def current_freq(self, value):
self._current_freq = value
if value is not None:
f_min, f_max = self.config.scan_range
self.progress = (value - f_min) / (f_max - f_min)
self.on_current_freq(value)
def on_current_freq(self, value):
print 'scanning %s' % (value)
@property
def progress(self):
return self._progress
@progress.setter
def progress(self, value):
if value == self._progress:
return
self._progress = value
self.on_progress(value)
def on_progress(self, value):
print '%s%%' % (int(value * 100))
def build_sample_sets(self):
freq, end_freq = self.config.scan_range
sample_collection = self.sample_collection
while freq <= end_freq:
sample_set = sample_collection.build_sample_set(mhz_to_hz(freq))
freq += self.step_size
def run_scan(self):
self.build_sample_sets()
running = self._running
running.set()
self.sample_collection.scan_all_freqs()
self.sample_collection.stopped.wait()
if running.is_set():
self.save_to_dbstore()
running.clear()
self._stopped.set()
def stop_scan(self):
self._running.clear()
self.sample_collection.cancel()
self._stopped.wait()
def scan_freq(self, freq):
pass
def save_to_dbstore(self):
self.spectrum.save_to_dbstore()
def _serialize(self):
d = dict(
config=self.config._serialize(),
spectrum=self.spectrum._serialize(),
sample_collection=self.sample_collection._serialize(),
)
return d
def _deserialize(self, **kwargs):
data = kwargs.get('sample_collection')
self.sample_collection = SampleCollection.from_json(data, scanner=self)
class ScannerBase(JSONMixin):
WINDOW_TYPES = WINDOW_TYPES
def __init__(self, **kwargs):
self._running = threading.Event()
self._stopped = threading.Event()
self._current_freq = None
self._progress = 0.
ckwargs = kwargs.get('config')
if not ckwargs:
ckwargs = db_store.get_scan_config()
if not ckwargs:
ckwargs = {}
self.config = ScanConfig(ckwargs)
self.device_config = self.config.device
self.sampling_config = self.config.sampling
if 'spectrum' in kwargs:
self.spectrum = Spectrum.from_json(kwargs['spectrum'])
else:
self.spectrum = Spectrum()
self.spectrum.scan_config = self.config
if not kwargs.get('__from_json__'):
self.sample_collection = SampleCollection(scanner=self)
@property
def current_freq(self):
return self._current_freq
@current_freq.setter
def current_freq(self, value):
self._current_freq = value
if value is not None:
f_min, f_max = self.config.scan_range
self.progress = (value - f_min) / (f_max - f_min)
self.on_current_freq(value)
def on_current_freq(self, value):
print('scanning %s' % (value))
@property
def progress(self):
return self._progress
@progress.setter
def progress(self, value):
if value == self._progress:
return
self._progress = value
self.on_progress(value)
def on_progress(self, value):
print('%s%%' % (int(value * 100)))
def build_sample_sets(self):
freq, end_freq = self.config.scan_range
sample_collection = self.sample_collection
while freq <= end_freq:
sample_set = sample_collection.build_sample_set(mhz_to_hz(freq))
freq += self.step_size
def run_scan(self):
self.build_sample_sets()
running = self._running
running.set()
self.sample_collection.scan_all_freqs()
self.sample_collection.stopped.wait()
if running.is_set():
self.save_to_dbstore()
running.clear()
self._stopped.set()
def stop_scan(self):
self._running.clear()
self.sample_collection.cancel()
self._stopped.wait()
def scan_freq(self, freq):
pass
def save_to_dbstore(self):
self.spectrum.save_to_dbstore()
def _serialize(self):
d = dict(
config=self.config._serialize(),
spectrum=self.spectrum._serialize(),
sample_collection=self.sample_collection._serialize(),
)
return d
def _deserialize(self, **kwargs):
data = kwargs.get('sample_collection')
self.sample_collection = SampleCollection.from_json(data, scanner=self)