#TODO full fit including cross talk
# Fit the baseline and sigma_e of all pixels
adcs.fit(fit_dark.fit_func, fit_dark.p0_func, fit_dark.slice_func,
fit_dark.bounds_func, config=prev_fit_result)
if options.verbose:
print('--|> Save the data in %s' % (options.output_directory + options.fit_filename))
np.savez_compressed(options.output_directory + options.fit_filename,
adcs_fit_result=adcs.fit_result)
else:
if options.verbose:
print('--|> Recover data from %s' % (options.output_directory + options.fit_filename))
file = np.load(options.output_directory + options.fit_filename)
adcs.fit_result = np.copy(file['adcs_fit_result'])
adcs.fit_function = fit_dark.fit_func
# Leave the hand
plt.ion()
# Define Geometry
sector_to_angle = {1: 120., 2: 240., 3: 0.}
cts = cts.CTS('/data/software/CTS/config/cts_config_%d.cfg' % (sector_to_angle[options.cts_sector]),
'/data/software/CTS/config/camera_config.cfg',
angle=sector_to_angle[options.cts_sector], connected=False)
geom, good_pixels = generate_geometry(cts)
# Perform some plots
display_var(adcs, geom, title='$\sigma_e$ [ADC]', index_var=2, limit_min=0., limit_max=2., bin_width=0.05)
display_var(adcs, geom, title='Baseline [ADC]', index_var=1, limit_min=1950., limit_max=2050., bin_width=10.)
display([adcs],geom,norm='log')
#!/usr/bin/env python3
import matplotlib.pyplot as plt
from utils.geometry import generate_geometry
from ctapipe import visualization
from ctapipe.calib import pedestals
from ctapipe.calib.camera import integrators
import numpy as np
from ctapipe.io import zfits
from cts import cameratestsetup as cts
plotting = True
# Define Geometry
cts = cts.CTS('/data/software/CTS/config/cts_config_0.cfg',
'/data/software/CTS/config/camera_config.cfg',
angle=0.,
connected=False)
geom, good_pixels = generate_geometry(cts,
availableBoard={
1: [0, 1, 2, 3, 4, 6, 7, 8, 9],
2: [],
3: []
})
good_pixels_mask = np.repeat(good_pixels, 50).reshape(good_pixels.shape[0], 1,
50)
plt.ion()
availableSector = [1]
availableBoard = [0, 1, 2, 3, 4, 6, 7, 8, 9]
# Define cts
cts = cts.CTS('/data/software/CTS/config/cts_config_0.cfg',