def test_simple_integration(camera_waveforms):
waveforms, _ = camera_waveforms
integrator = SimpleIntegrator(window_start=45)
charge, _, _ = integrator.extract_charge(waveforms)
assert_allclose(charge[0][0], 232.559, rtol=1e-3)
assert_allclose(charge[1][0], 32.539, rtol=1e-3)
def test_simple_integration(example_event):
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)
data_ped = np.array([data_ped[0], data_ped[0]]) # Test LG functionality
integrator = SimpleIntegrator()
integration, peakpos, window = integrator.extract_charge(data_ped)
def test_simple_integration():
telid = 11
event = get_test_event()
data = event.r0.tel[telid].adc_samples
nsamples = data.shape[2]
ped = event.mc.tel[telid].pedestal
data_ped = data - np.atleast_3d(ped/nsamples)
data_ped = np.array([data_ped[0], data_ped[0]]) # Test LG functionality
integrator = SimpleIntegrator(None, None)
integration, peakpos, window = integrator.extract_charge(data_ped)
assert_almost_equal(integration[0][0], 74, 0)
assert_almost_equal(integration[1][0], 74, 0)
assert peakpos[0][0] == 0
assert peakpos[1][0] == 0
def test_simple_integration(test_event):
telid = 11
event = deepcopy(test_event)
data = event.r0.tel[telid].waveform
nsamples = data.shape[2]
ped = event.mc.tel[telid].pedestal
data_ped = data - np.atleast_3d(ped / nsamples)
data_ped = np.array([data_ped[0], data_ped[0]]) # Test LG functionality
integrator = SimpleIntegrator()
integration, peakpos, window = integrator.extract_charge(data_ped)
assert_almost_equal(integration[0][0], 74, 0)
assert_almost_equal(integration[1][0], 74, 0)
assert peakpos[0][0] == 0
assert peakpos[1][0] == 0
def setup(self):
self.log_format = "%(levelname)s: %(message)s [%(name)s.%(funcName)s]"
kwargs = dict(config=self.config, tool=self)
reader_factory = EventFileReaderFactory(**kwargs)
reader_class = reader_factory.get_class()
self.reader = reader_class(**kwargs)
r1_factory = CameraR1CalibratorFactory(origin=self.reader.origin,
**kwargs)
r1_class = r1_factory.get_class()
self.r1 = r1_class(**kwargs)
self.dl0 = CameraDL0Reducer(**kwargs)
self.cleaner = CHECMWaveformCleanerAverage(**kwargs)
self.extractor = AverageWfPeakIntegrator(**kwargs)
self.extractor_height = SimpleIntegrator(window_shift=0,
window_width=1,
**kwargs)
self.dl1 = CameraDL1Calibrator(extractor=self.extractor,
cleaner=self.cleaner,
**kwargs)
self.dl1_height = CameraDL1Calibrator(extractor=self.extractor_height,
cleaner=self.cleaner,
**kwargs)
self.dead = Dead()
fitter_factory = ChargeFitterFactory(**kwargs)
fitter_class = fitter_factory.get_class()
self.fitter = fitter_class(**kwargs)
self.n_events = self.reader.num_events
first_event = self.reader.get_event(0)
self.n_pixels = first_event.inst.num_pixels[0]
self.n_samples = first_event.r0.tel[0].num_samples
geom = CameraGeometry.guess(*first_event.inst.pixel_pos[0],
first_event.inst.optical_foclen[0])
self.neighbours2d = get_neighbours_2d(geom.pix_x, geom.pix_y)
# Get stage names
self.stage_names = [
'0: raw', '1: baseline_sub', '2: no_pulse', '3: smooth_baseline',
'4: smooth_wf', '5: cleaned'
]
# Init Plots
self.p_camera_area = Camera(self, self.neighbours2d, "Area", geom)
self.p_camera_fit_gain = Camera(self, self.neighbours2d, "Gain", geom)
self.p_camera_fit_brightness = Camera(self, self.neighbours2d,
"Brightness", geom)
self.p_fitter = FitterWidget(fitter=self.fitter, **kwargs)
self.p_stage_viewer = StageViewer(**kwargs)
self.p_fit_viewer = FitViewer(**kwargs)
self.p_fit_table = FitTable(**kwargs)