nectarchain.makers.component.spe.spe_algorithm.SPEHHValgorithm

class SPEHHValgorithm(pixels_id, charge, counts, config=None, parent=None, **kwargs)

Bases: SPEnominalalgorithm

Class to perform fit of the SPE HHV signal with n and pp free.

Initializes the FlatFieldSingleHHVSPEMaker object.

Parameters:

chargenp.ma.masked_array or array-like

The charge data.

countsnp.ma.masked_array or array-like

The counts data.

``*args``

Additional positional arguments.

``**kwargs``

Additional keyword arguments.

Methods

add_traits	Dynamically add trait attributes to the HasTraits instance.
class_config_rst_doc	Generate rST documentation for this class' config options.
class_config_section	Get the config section for this class.
class_get_help	Get the help string for this class in ReST format.
class_get_trait_help	Get the helptext string for a single trait.
class_own_trait_events	Get a dict of all event handlers defined on this class, not a parent.
class_own_traits	Get a dict of all the traitlets defined on this class, not a parent.
class_print_help	Get the help string for a single trait and print it.
class_trait_names	Get a list of all the names of this class' traits.
class_traits	Get a dict of all the traits of this class.
create_from_chargesContainer	Creates an instance of FlatFieldSingleHHVSPEMaker using charge and counts data from a ChargesContainer object.
display	Display and save the plot for each specified pixel ID.
from_name	Obtain an instance of a subclass via its name
get_current_config	return the current configuration as a dict (e.g. the values of all traits, even if they were not set during configuration).
has_trait	Returns True if the object has a trait with the specified name.
hold_trait_notifications	Context manager for bundling trait change notifications and cross validation.
non_abstract_subclasses	Get a dict of all non-abstract subclasses of this class.
notify_change	Notify observers of a change event
observe	Setup a handler to be called when a trait changes.
on_trait_change	DEPRECATED: Setup a handler to be called when a trait changes.
plot_single_matplotlib	Generate a plot of the data and a model fit for a specific pixel.
plot_single_pyqtgraph
read_param_from_yaml	Reads parameters from a YAML file and updates the internal parameters of the FlatFieldSPEMaker class.
run
run_fit	Perform a fit on a specific pixel using the Minuit package.
section_names	return section names as a list
set_trait	Forcibly sets trait attribute, including read-only attributes.
setup_instance
trait_defaults	Return a trait's default value or a dictionary of them
trait_events	Get a dict of all the event handlers of this class.
trait_has_value	Returns True if the specified trait has a value.
trait_metadata	Get metadata values for trait by key.
trait_names	Get a list of all the names of this class' traits.
trait_values	A dict of trait names and their values.
traits	Get a dict of all the traits of this class.
unobserve	Remove a trait change handler.
unobserve_all	Remove trait change handlers of any type for the specified name.
update_config	Update config and load the new values

Attributes

charge	Returns a deep copy of the __charge attribute.
chunksize	The chunk size for multi-processing
config	A trait whose value must be an instance of a specified class.
counts	Returns a deep copy of the __counts attribute.
cross_validation_lock	A contextmanager for running a block with our cross validation lock set to True.
multiproc	flag to active multi-processing
npixels
nproc	The Number of cpu used for SPE fit
order	The order of the polynome used in the savgol filter algorithm
parameters
parameters_file	The name of the SPE fit parameters file
parent	A trait whose value must be an instance of a specified class.
pixels_id
results
tol	The tolerance used for minuit
window_length	The windows leght used for the savgol filter algorithm

parameters_file

The name of the SPE fit parameters file

tol

The tolerance used for minuit