nectarchain.makers.component.core.ArrayDataComponent#

class ArrayDataComponent(**kwargs: Any)[source]#

Bases: NectarCAMComponent

Methods

`add_traits`	Dynamically add trait attributes to the HasTraits instance.
`broken_pixels_hg`	Returns an array of broken pixels for high gain for the specified trigger type.
`broken_pixels_lg`	Returns an array of broken pixels for low gain for the specified trigger type.
`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.
`event_id`	Returns an array of event IDs for the specified trigger type.
`event_type`	Returns an array of event types for the specified trigger type.
`finish`
`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.
`merge`	Method to merge 2 ArrayDataContainer into one single ArrayDataContainer.
`merge_along_slices`
`multiplicity`	Returns an array of multiplicities for the specified trigger type.
`nevents`	Returns the number of events for the specified trigger type.
`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.
`section_names`	return section names as a list
`select_container_array_field`	Selects specific fields from an ArrayDataContainer object based on a given list of pixel IDs.
`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.
`trig_pattern`	Returns an array of trigger patterns for the specified trigger type.
`trig_pattern_all`	Returns an array of trigger patterns for all events for the specified trigger type.
`ucts_busy_counter`	Returns an array of UCTS busy counters for the specified trigger type.
`ucts_event_counter`	Returns an array of UCTS event counters for the specified trigger type.
`ucts_timestamp`	Returns an array of UCTS timestamps for the specified trigger type.
`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

`SubComponents`	List of Component names that are used inside current component, this is used to resolve recursively the configurable traits defined in sub-components.
`camera`
`camera_name`
`config`	A trait whose value must be an instance of a specified class.
`cross_validation_lock`	A contextmanager for running a block with our cross validation lock set to True.
`npixels`
`nsamples`	Returns a deep copy of the nsamples attribute.
`parent`	A trait whose value must be an instance of a specified class.
`pixels_id`
`run_number`
`subarray`
`tel_id`

__call__(event, *args, **kwargs)[source]#

Method to extract data from the event.

Parameters:

event: NectarCAMDataContainer: The event object.
trigger: EventType: The trigger type.
args: Additional arguments that can be passed to the method.
kwargs: Additional keyword arguments that can be passed to the method.

Returns:

get_wfs_hg, get_wfs_lg: If the return_wfs keyword argument is True, the method returns the high and low gain waveforms from the event.

broken_pixels_hg(trigger)[source]#

Returns an array of broken pixels for high gain for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the broken pixels for high gain are requested.
Returns:: np.ndarray: An array of broken pixels for high gain for the specified trigger type.

broken_pixels_lg(trigger)[source]#

Returns an array of broken pixels for low gain for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the broken pixels for low gain are requested.
Returns:: np.ndarray: An array of broken pixels for low gain for the specified trigger type.

event_id(trigger)[source]#

Returns an array of event IDs for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the event IDs are requested.
Returns:: np.ndarray: An array of event IDs for the specified trigger type.

event_type(trigger)[source]#

Returns an array of event types for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the event types are requested.
Returns:: np.ndarray: An array of event types for the specified trigger type.

static merge(container_a, container_b)[source]#

Method to merge 2 ArrayDataContainer into one single ArrayDataContainer.

Return type:: ArrayDataContainer

Returns:: ArrayDataContainer: the merged object

multiplicity(trigger)[source]#

Returns an array of multiplicities for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the multiplicities are requested.
Returns:: np.ndarray: An array of multiplicities for the specified trigger type.

nevents(trigger)[source]#

Returns the number of events for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the number of events is requested.
Returns:: int: The number of events for the specified trigger type.

property nsamples#

Returns a deep copy of the nsamples attribute.

Returns:: np.ndarray: A deep copy of the nsamples attribute.

static select_container_array_field(container, pixel_id, field, pixel_id_axis=1)[source]#

Selects specific fields from an ArrayDataContainer object based on a given list of pixel IDs.

Return type:: ndarray

Args:: container (ArrayDataContainer): An object of type ArrayDataContainer that contains the data. pixel_id (ndarray): An array of pixel IDs for which the data needs to be selected. field (str): The name of the field to be selected from the container. pixel_id_axis (int): The axis of the field associated to pixel IDs. Optional, default is 1. WARNING: This field have to be associated to an array indexed by pixels
Returns:: ndarray: An array containing the selected data for the given pixel IDs.

trig_pattern(trigger)[source]#

Returns an array of trigger patterns for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the trigger patterns are requested.
Returns:: np.ndarray: An array of trigger patterns for the specified trigger type.

trig_pattern_all(trigger)[source]#

Returns an array of trigger patterns for all events for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the trigger patterns for all events are requested.
Returns:: np.ndarray: An array of trigger patterns for all events for the specified trigger type.

ucts_busy_counter(trigger)[source]#

Returns an array of UCTS busy counters for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the UCTS busy counters are requested.
Returns:: np.ndarray: An array of UCTS busy counters for the specified trigger type.

ucts_event_counter(trigger)[source]#

Returns an array of UCTS event counters for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the UCTS event counters are requested.
Returns:: np.ndarray: An array of UCTS event counters for the specified trigger type.

ucts_timestamp(trigger)[source]#

Returns an array of UCTS timestamps for the specified trigger type.

Args:: trigger (EventType): The trigger type for which the UCTS timestamps are requested.
Returns:: np.ndarray: An array of UCTS timestamps for the specified trigger type.