def test_charge_extractor_factory(example_event):
extractor = ChargeExtractor.from_name('LocalPeakIntegrator')
telid = list(example_event.r0.tel)[0]
data = example_event.r0.tel[telid].waveform
nsamples = data.shape[2]
ped = example_event.mc.tel[telid].pedestal
data_ped = data - np.atleast_3d(ped / nsamples)
extractor.extract_charge(data_ped)
def setup(self):
self.log_format = "%(levelname)s: %(message)s [%(name)s.%(funcName)s]"
kwargs = dict(config=self.config, tool=self)
self.reader = EventSource.from_config(**kwargs)
self.seeker = EventSeeker(self.reader, **kwargs)
self.extractor = ChargeExtractor.from_name(
self.extractor_product,
**kwargs
)
self.cleaner = WaveformCleaner.from_name(
self.cleaner_product,
**kwargs
)
self.r1 = CameraR1Calibrator.from_eventsource(
eventsource=self.reader,
**kwargs
)
self.dl0 = CameraDL0Reducer(**kwargs)
self.dl1 = CameraDL1Calibrator(
extractor=self.extractor,
cleaner=self.cleaner,
**kwargs
)
self.viewer = BokehEventViewer(**kwargs)
# Setup widgets
self.viewer.create()
self.viewer.enable_automatic_index_increment()
self.create_previous_event_widget()
self.create_next_event_widget()
self.create_event_index_widget()
self.create_goto_event_index_widget()
self.create_event_id_widget()
self.create_goto_event_id_widget()
self.create_telid_widget()
self.create_channel_widget()
self.create_dl1_widgets()
self.update_dl1_widget_values()
# Setup layout
self.layout = layout([
[self.viewer.layout],
[
self.w_previous_event,
self.w_next_event,
self.w_goto_event_index,
self.w_goto_event_id
],
[self.w_event_index, self.w_event_id],
[self.w_telid, self.w_channel],
[self.wb_extractor]
])
def test_charge_extractor_factory(example_event):
extractor = ChargeExtractor.from_name('LocalPeakIntegrator')
telid = 11
data = example_event.r0.tel[telid].waveform
nsamples = data.shape[2]
ped = example_event.mc.tel[telid].pedestal
data_ped = data - np.atleast_3d(ped / nsamples)
integration, peakpos, window = extractor.extract_charge(data_ped)
assert_almost_equal(integration[0][0], 76, 0)
def test_charge_extractor_factory_args():
'''config is supposed to be created by a `Tool`
'''
from traitlets.config.loader import Config
config = Config(
{'ChargeExtractor': {
'window_width': 20,
'window_shift': 3,
}})
local_peak_integrator = ChargeExtractor.from_name(
'LocalPeakIntegrator',
config=config,
)
assert local_peak_integrator.window_width == 20
assert local_peak_integrator.window_shift == 3
ChargeExtractor.from_name(
'FullIntegrator',
config=config,
)
def setup(self):
self.log_format = "%(levelname)s: %(message)s [%(name)s.%(funcName)s]"
kwargs = dict(config=self.config, tool=self)
event_source = EventSource.from_config(**kwargs)
self.eventseeker = EventSeeker(event_source, **kwargs)
self.extractor = ChargeExtractor.from_name(self.extractor_product,
**kwargs)
self.r1 = CameraR1Calibrator.from_eventsource(eventsource=event_source,
**kwargs)
self.dl0 = CameraDL0Reducer(**kwargs)
self.dl1 = CameraDL1Calibrator(extractor=self.extractor, **kwargs)
def setup(self):
self.log_format = "%(levelname)s: %(message)s [%(name)s.%(funcName)s]"
self.eventsource = SimTelEventSource(parent=self)
extractor = ChargeExtractor.from_name(self.extractor_product,
parent=self)
self.r1 = HESSIOR1Calibrator(parent=self)
self.dl0 = CameraDL0Reducer(parent=self)
self.dl1 = CameraDL1Calibrator(extractor=extractor, parent=self)
self.calculator = ChargeResolutionCalculator()
def setup(self):
self.log_format = "%(levelname)s: %(message)s [%(name)s.%(funcName)s]"
event_source = EventSource.from_config(parent=self)
self.eventseeker = EventSeeker(event_source, parent=self)
self.extractor = ChargeExtractor.from_name(
self.extractor_product,
parent=self,
)
self.r1 = CameraR1Calibrator.from_eventsource(
eventsource=event_source,
parent=self,
)
self.dl0 = CameraDL0Reducer(parent=self)
self.dl1 = CameraDL1Calibrator(extractor=self.extractor, parent=self)
def on_dl1_widget_change(self, _, __, ___):
if self.event:
if not self._updating_dl1:
self._updating_dl1 = True
cmdline = []
for key, val in self.w_dl1_dict.items():
if val.value:
cmdline.append(f'--{key}')
cmdline.append(val.value)
self.parse_command_line(cmdline)
extractor = ChargeExtractor.from_name(self.extractor_product,
parent=self)
cleaner = WaveformCleaner.from_name(self.cleaner_product,
parent=self)
self.update_dl1_calibrator(extractor, cleaner)
self.update_dl1_widget_values()
self._updating_dl1 = False
def setup(self):
self.log_format = "%(levelname)s: %(message)s [%(name)s.%(funcName)s]"
kwargs = dict(config=self.config, tool=self)
self.eventsource = SimTelEventSource(**kwargs)
extractor = ChargeExtractor.from_name(
self.extractor_product,
**kwargs
)
self.r1 = HESSIOR1Calibrator(**kwargs)
self.dl0 = CameraDL0Reducer(**kwargs)
self.dl1 = CameraDL1Calibrator(extractor=extractor, **kwargs)
self.calculator = ChargeResolutionCalculator()
def test_charge_extractor_factory(camera_waveforms):
waveforms, _ = camera_waveforms
extractor = ChargeExtractor.from_name('LocalPeakIntegrator')
extractor.extract_charge(waveforms)