nectarchain.makers.component.spe.spe_algorithm.SPEHHVStdalgorithm#

class SPEHHVStdalgorithm(pixels_id, charge, counts, config=None, parent=None, **kwargs)[source]#

Bases: SPEnominalStdalgorithm

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

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.

display_toggle

Enable/disable display of SPE fit results

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