def visualize(self, instance, during_analysis):
instance = self.associate_hyper_images(instance=instance)
tracer = self.tracer_for_instance(instance=instance)
hyper_image_sky = self.hyper_image_sky_for_instance(instance=instance)
hyper_background_noise = self.hyper_background_noise_for_instance(
instance=instance)
fit = self.masked_imaging_fit_for_tracer(
tracer=tracer,
hyper_image_sky=hyper_image_sky,
hyper_background_noise=hyper_background_noise,
)
if tracer.has_mass_profile:
visualizer = self.visualizer.new_visualizer_with_preloaded_critical_curves_and_caustics(
preloaded_critical_curves=tracer.critical_curves,
preloaded_caustics=tracer.caustics,
)
else:
visualizer = self.visualizer
visualizer.visualize_ray_tracing(tracer=fit.tracer,
during_analysis=during_analysis)
visualizer.visualize_fit(fit=fit, during_analysis=during_analysis)
def visualize(self, instance, during_analysis):
self.associate_hyper_images(instance=instance)
tracer = self.tracer_for_instance(instance=instance)
hyper_background_noise = self.hyper_background_noise_for_instance(
instance=instance
)
fit = self.masked_interferometer_fit_for_tracer(
tracer=tracer, hyper_background_noise=hyper_background_noise
)
if tracer.has_mass_profile:
try:
visualizer = self.visualizer.new_visualizer_with_preloaded_critical_curves_and_caustics(
preloaded_critical_curves=tracer.critical_curves,
preloaded_caustics=tracer.caustics,
)
except Exception or IndexError or ValueError:
visualizer = self.visualizer
else:
visualizer = self.visualizer
visualizer.visualize_ray_tracing(
tracer=fit.tracer, during_analysis=during_analysis
)
visualizer.visualize_fit(fit=fit, during_analysis=during_analysis)
def visualize(self, instance, during_analysis):
instance = self.associate_hyper_images(instance=instance)
tracer = self.tracer_for_instance(instance=instance)
hyper_image_sky = self.hyper_image_sky_for_instance(instance=instance)
hyper_background_noise = self.hyper_background_noise_for_instance(
instance=instance
)
fit = self.masked_imaging_fit_for_tracer(
tracer=tracer,
hyper_image_sky=hyper_image_sky,
hyper_background_noise=hyper_background_noise,
)
if tracer.has_mass_profile:
try:
visualizer = self.visualizer.new_visualizer_with_preloaded_critical_curves_and_caustics(
preloaded_critical_curves=tracer.critical_curves,
preloaded_caustics=tracer.caustics,
)
except Exception or IndexError or ValueError:
visualizer = self.visualizer
else:
visualizer = self.visualizer
try:
visualizer.visualize_ray_tracing(
tracer=fit.tracer, during_analysis=during_analysis
)
visualizer.visualize_fit(fit=fit, during_analysis=during_analysis)
except Exception:
pass
if not during_analysis and visualizer.plot_stochastic_histogram:
log_evidences = self.stochastic_log_evidences_for_instance(
instance=instance
)
visualizer.visualize_stochastic_histogram(
log_evidences=log_evidences,
max_log_evidence=fit.log_evidence,
during_analysis=during_analysis,
)
def visualize(self, instance, during_analysis):
instance = self.associate_hyper_visibilities(instance=instance)
tracer = self.tracer_for_instance(instance=instance)
hyper_background_noise = self.hyper_background_noise_for_instance(
instance=instance)
fit = self.masked_interferometer_fit_for_tracer(
tracer=tracer, hyper_background_noise=hyper_background_noise)
visualizer = self.visualizer.new_visualizer_with_preloaded_critical_curves_and_caustics(
preloaded_critical_curves=tracer.critical_curves,
preloaded_caustics=tracer.caustics,
)
visualizer.visualize_ray_tracing(tracer=fit.tracer,
during_analysis=during_analysis)
visualizer.visualize_fit(fit=fit, during_analysis=during_analysis)
def visualize(self, paths, instance, during_analysis):
instance = self.associate_hyper_images(instance=instance)
tracer = self.tracer_for_instance(instance=instance)
hyper_image_sky = self.hyper_image_sky_for_instance(instance=instance)
hyper_background_noise = self.hyper_background_noise_for_instance(
instance=instance)
fit = self.positions_fit_for_tracer(
tracer=tracer,
hyper_image_sky=hyper_image_sky,
hyper_background_noise=hyper_background_noise,
)
if tracer.has_mass_profile:
try:
visualizer = self.visualizer.new_visualizer_with_preloaded_critical_curves_and_caustics(
preloaded_critical_curves=tracer.critical_curves,
preloaded_caustics=tracer.caustics,
)
except (Exception, IndexError, ValueError):
visualizer = self.visualizer
else:
visualizer = self.visualizer
try:
visualizer.visualize_ray_tracing(tracer=fit.tracer,
during_analysis=during_analysis)
visualizer.visualize_fit(fit=fit, during_analysis=during_analysis)
except Exception:
pass
def visualize(self, paths: af.Paths, instance, during_analysis):
self.visualizer.visualize_interferometer(paths=paths)
self.associate_hyper_images(instance=instance)
tracer = self.tracer_for_instance(instance=instance)
hyper_background_noise = self.hyper_background_noise_for_instance(
instance=instance
)
fit = self.masked_interferometer_fit_for_tracer(
tracer=tracer, hyper_background_noise=hyper_background_noise
)
if tracer.has_mass_profile:
try:
visualizer = self.visualizer.new_visualizer_with_preloaded_critical_curves_and_caustics(
preloaded_critical_curves=tracer.critical_curves,
preloaded_caustics=tracer.caustics,
)
except (Exception, IndexError, ValueError):
visualizer = self.visualizer
else:
visualizer = self.visualizer
visualizer.visualize_ray_tracing(
paths=paths, tracer=fit.tracer, during_analysis=during_analysis
)
visualizer.visualize_fit(paths=paths, fit=fit, during_analysis=during_analysis)
self.visualizer.visualize_hyper_images(
paths=paths,
hyper_galaxy_image_path_dict=self.hyper_galaxy_image_path_dict,
hyper_model_image=self.hyper_model_image,
contribution_maps_of_galaxies=tracer.contribution_maps_of_planes,
)
if self.visualizer.plot_fit_no_hyper:
fit = self.masked_interferometer_fit_for_tracer(
tracer=tracer,
hyper_background_noise=hyper_background_noise,
use_hyper_scalings=False,
)
try:
visualizer.visualize_fit(
paths=paths,
fit=fit,
during_analysis=during_analysis,
subfolders="fit_no_hyper",
)
except Exception:
pass