nectarchain.makers.component.spe.spe_algorithm.SPEnominalStdalgorithm

class SPEnominalStdalgorithm(*args: t.Any, **kwargs: t.Any)

Bases: SPEnominalalgorithm

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

Initializes a new instance of the FlatFieldSingleHHVStdSPEMaker class.

Parameters:

chargenp.ndarray

The charge data.

countsnp.ndarray

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	Plot the SPE fit result for a single pixel using pyqtgraph.
read_param_from_yaml	Reads parameters from a YAML file and updates the internal parameters of the FlatFieldSPEMaker class.
run	Run the SPE fit for the specified (or all) pixels.
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.
display_toggle	Enable/disable display of SPE fit results
multiproc	flag to active multi-processing
npixels	Returns the total number of pixels.
nproc	The Number of cpu used for SPE fit
order	The order of the polynome used in the savgol filter algorithm
parameters	Returns a deep copy of the internal Parameters object.
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	Returns a deep copy of the pixel ID array.
results	Returns a deep copy of the SPEfitContainer result table.
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