VXDQEHarvestingValidationTask Class Reference

Inheritance diagram for VXDQEHarvestingValidationTask:

Collaboration diagram for VXDQEHarvestingValidationTask:

Public Member Functions
def	add_tracking_with_quality_estimation (self, path)
TrackQETeacherBaseTask	teacher_task (self)
None	add_tracking_with_quality_estimation (self, basf2.Path path)
def	requires (self)
def	output (self)
def	create_path (self)

Static Public Attributes
string	validation_output_file_name = "vxd_qe_harvesting_validation.root"
	Name of the "harvested" ROOT output file with variables that can be used for validation.
string	reco_output_file_name = "vxd_qe_reconstruction.root"
	Name of the output of the RootOutput module with reconstructed events.
	teacher_task = VXDQETeacherTask
	Teacher task to require to provide a quality estimator weightfile for add_tracking_with_quality_estimation
	n_events_testing = b2luigi.IntParameter()
	Number of events to generate for the test data set.
	n_events_training = b2luigi.IntParameter()
	Number of events to generate for the training data set.
	experiment_number = b2luigi.IntParameter()
	Experiment number of the conditions database, e.g. More...
	process_type
	Define which kind of process shall be used. More...
	exclude_variables
	List of collected variables to not use in the training of the QE MVA classifier. More...
	fast_bdt_option
	Hyperparameter option of the FastBDT algorithm. More...
	components = None
	Components for the MC matching and track fit creation.

Detailed Description

Run VXDTF2 track reconstruction and write out (="harvest") a root file with
variables useful for validation of the VXD Quality Estimator.

Definition at line 1532 of file combined_quality_estimator_teacher.py.

Member Function Documentation

add_tracking_with_quality_estimation() [1/2]

None add_tracking_with_quality_estimation (   self, basf2.Path  path  )

inherited

Add modules for track reconstruction to basf2 path that are to be
validated.  Besides track finding it should include MC matching, fitted
track creation and a quality estimator module.

Definition at line 1445 of file combined_quality_estimator_teacher.py.

add_tracking_with_quality_estimation() [2/2]

def add_tracking_with_quality_estimation	(		self,
			path
	)

Add modules for VXDTF2 tracking with VXD quality estimator to basf2 path.

Definition at line 1545 of file combined_quality_estimator_teacher.py.

create_path()

def create_path (   self )

inherited

Create a basf2 path that uses ``add_tracking_with_quality_estimation()``
and adds the ``CombinedTrackingValidationModule`` to write out variables
for validation.

Definition at line 1488 of file combined_quality_estimator_teacher.py.

output()

def output (   self )

inherited

Generate list of output files that the task should produce.
The task is considered finished if and only if the outputs all exist.

Definition at line 1480 of file combined_quality_estimator_teacher.py.

requires()

def requires (   self )

inherited

Generate list of luigi Tasks that this Task depends on.

Reimplemented in RecoTrackQEHarvestingValidationTask, and CDCQEHarvestingValidationTask.

Definition at line 1453 of file combined_quality_estimator_teacher.py.

teacher_task()

TrackQETeacherBaseTask teacher_task (   self )

inherited

Teacher task to require to provide a quality estimator weightfile for ``add_tracking_with_quality_estimation``

Definition at line 1439 of file combined_quality_estimator_teacher.py.

Member Data Documentation

exclude_variables

exclude_variables

staticinherited

Initial value:

=  b2luigi.ListParameter(
        
 
    )

List of collected variables to not use in the training of the QE MVA classifier.

In addition to variables containing the "truth" substring, which are excluded by default.

Definition at line 1422 of file combined_quality_estimator_teacher.py.

experiment_number

experiment_number = b2luigi.IntParameter()

staticinherited

Experiment number of the conditions database, e.g.

defines simulation geometry

Definition at line 1412 of file combined_quality_estimator_teacher.py.

fast_bdt_option

fast_bdt_option

staticinherited

Initial value:

=  b2luigi.ListParameter(
        
 
    )

Hyperparameter option of the FastBDT algorithm.

default are the FastBDT default values.

Definition at line 1427 of file combined_quality_estimator_teacher.py.

process_type

process_type

staticinherited

Initial value:

=  b2luigi.Parameter(
        
 
    )

Define which kind of process shall be used.

Decide between simulating BBBAR or BHABHA, MUMU, YY, DDBAR, UUBAR, SSBAR, CCBAR, reconstructing DATA or already simulated files (USESIMBB/EE) or running on existing reconstructed files (USERECBB/EE)

Definition at line 1416 of file combined_quality_estimator_teacher.py.

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The documentation for this class was generated from the following file:

• tracking/scripts/tracking/train/combined_quality_estimator_teacher.py