pos_type='pixel',
exptime=100,
rm_bkglight=False,
if_plot=False,
zp=25)
data_process.PSF_list = [psf_class.kernel_pixel]
data_process.generate_target_materials(radius=25,
create_mask=False,
nsigma=2.8,
exp_sz=1,
npixels=10,
if_plot=True,
bkg_std=background_rms)
data_process.deltaPix = 1
data_process.checkout() #Check if all the materials is known.
fit_sepc = FittingSpecify(data_process)
fit_sepc.prepare_fitting_seq(
point_source_num=0, sersic_major_axis=False
) #, fix_n_list= [[0,4]], fix_center_list = [[0,0]])
fit_sepc.plot_fitting_sets()
fit_sepc.build_fitting_seq()
#Setting the fitting method and run.
fit_run = FittingProcess(fit_sepc)
fit_run.run(algorithm_list=['PSO', 'PSO'],
setting_list=[{
'sigma_scale': 1.,
'n_particles': 50,
'n_iterations': 50
}] * 2)
from galight.data_process import DataProcess
from galight.fitting_specify import FittingSpecify
from galight.fitting_process import FittingProcess
save_name = 'sim_result_bulge_n{1}_/round0_ID{0}_'.format(j, bulge_n)
data_process_0 = DataProcess(
fov_image=sim_image_noise,
fov_noise_map=rms,
target_pos=[len(sim_image_noise) / 2,
len(sim_image_noise) / 2],
pos_type='pixel',
header=None,
rm_bkglight=False,
if_plot=False,
zp=zp)
data_process_0.deltaPix = deltaPix
data_process_0.generate_target_materials(radius=None,
create_mask=False,
nsigma=2.8,
exp_sz=1.2,
npixels=15,
if_plot=False)
data_process_0.PSF_list = [psf_data]
data_process_0.checkout() #Check if all the materials is known.
#%%Start to produce the class and params for lens fitting.
# #Manually input another component:
# apertures_0 = copy.deepcopy(data_process_0.apertures)
# add_aperture1 = copy.deepcopy(apertures_0[0])
# add_pos = [60, 60] #The position of the component.
# if isinstance(add_aperture1.positions[0],float):