Inheritance diagram for PRSideTrackingValidationModule:

Collaboration diagram for PRSideTrackingValidationModule:

Public Member Functions
def	__init__ (self, name, contact, output_file_name=None, reco_tracks_name='RecoTracks', mc_reco_tracks_name='MCRecoTracks', expert_level=None)

def	initialize (self)

def	prepare (self)

def	pick (self, reco_track)

def	peel (self, reco_track)

def	peel_pr_to_mc_match_info (self, reco_track)

Public Attributes
	reco_tracks_name
	Name of the StoreArray of the tracks from pattern recognition.

	mc_reco_tracks_name
	Name of the StoreArray of the ideal mc tracks.

	track_match_look_up
	Reference to the track match lookup object reading the relation information constructed by the MCMatcherTracksModule.

	mc_reco_tracks_det_hit_ids
	Cache for the hit content of the Monte Carlo tracks - updated each event.

	mc_hit_lookup
	Cache for the MC hit lookup.

Static Public Attributes
int	default_expert_level = 10
	the threshold value for the expert level

	save_tree
	Save a tree of all collected variables in a sub folder. More...

	save_clone_rate
	Save RecoTrack clone-rate information. More...

	save_clone_rate_by_seed_tan_lambda_profile
	Make profile of the clone rate versus seed tan(lambda) Rename the quantities to names that display nicely by root latex translation. More...

	save_clone_rate_by_seed_phi0_profile
	Make profile of the clone rate versus seed phi0 Rename the quantities to names that display nicely by root latex translation. More...

	save_clone_rate_by_seed_pt_profile
	Make profile of the clone rate versus seed transverse momentum Rename the quantities to names that display nicely by root latex translation. More...

	save_clone_rate_by_seed_pt_profile_groupbyCharge
	Charge dependent histograms Make profile of the clone rate versus seed transverse momentum. More...

	save_clone_rate_by_seed_tan_lambda_profile_groupbyCharge
	Charge dependent histograms Make profile of the clone rate versus seed tan(lambda) More...

	save_fake_rate
	Save RecoTrack fake-rate information. More...

	save_fake_rate_by_seed_phi0_profile
	Make profile of the fake rate versus seed phi0 Rename the quantities to names that display nicely by root latex translation. More...

	save_fake_rate_by_seed_tan_lambda_profile
	Make profile of the fake rate versus seed tan(lambda) Rename the quantities to names that display nicely by root latex translation. More...

	save_fake_rate_by_seed_pt_profile
	Make profile of the fake rate versus seed transverse momentum Rename the quantities to names that display nicely by root latex translation. More...

	save_fake_rate_by_seed_tan_lambda_profile_groupbyCharge
	Charge dependent histograms Make profile of the fake rate versus seed tan(lambda) More...

	save_fake_rate_by_seed_pt_profile_groupbyCharge
	Charge dependent histograms Make profile of the fake rate versus seed transverse momentum. More...

	save_hit_counts_by_pt_profile
	Hit counts in each sub detector by the true pt value. More...

	save_hit_efficiency_by_pt_profile
	Hit efficiency in each sub detector by the true pt value. More...

	save_hit_purity_by_pt_profile
	Hit purity in each sub detector by the true pt value. More...

	save_hit_counts_by_tanlambda_profile
	Hit counts in each sub detector by the true tanlambda value. More...

	save_hit_efficiency_by_tanlambda_profile
	Hit efficiency in each sub detector by the true tanlambda value. More...

	save_hit_purity_by_tanlambda_profile
	Hit purity in each sub detector by the true tanlambda value. More...

	save_hit_counts_by_pt_profile_groupbyCharge
	Charge dependent histograms Hit counts in each sub detector by the true pt value. More...

	save_hit_counts_by_tanlambda_profile_groupbyCharge
	Charge dependent histograms Hit counts in each sub detector by the true tan lambda value. More...

	save_hit_efficiency_by_pt_profile_groupbyCharge
	Charge dependent histograms Hit efficiency in each sub detector by the true pt value. More...

	save_hit_efficiency_by_tanlambda_profile_groupbyCharge
	Charge dependent histograms Hit efficiency in each sub detector by the true tan lambda value. More...

	save_hit_efficiency
	Save simple FOM. More...

	save_pxd_hit_efficiency
	Save simple FOM. More...

	save_svd_hit_efficiency
	Save simple FOM. More...

	save_cdc_hit_efficiency
	Save simple FOM. More...

	save_hit_purity
	Save simple FOM. More...

	save_pxd_hit_purity
	Save simple FOM. More...

	save_svd_hit_purity
	Save simple FOM. More...

	save_cdc_hit_purity
	Save simple FOM. More...

	save_p_value_histogram
	Creates a distribution of p values from the Genfit track fit for match pr tracks. More...

	save_seed_omega_pull_analysis
	Pull of seed omega. More...

	save_seed_tan_lambda_pull_analysis
	Pull of seed tan(lambda) More...

	save_fitted_omega_pull_analysis
	Pull of fitted omega. More...

	save_fitted_tan_lambda_pull_analysis
	Pull of fitted tan(lambda) More...

	save_fitted_pt_pull_analysis
	Pull of fitted transverse momentum. More...

	save_fitted_x_pull_analysis
	Pull of fitted x coordinate grouped by true transverse momentum. More...

	save_fitted_y_pull_analysis
	Pull of fitted y coordinate grouped by true transverse momentum. More...

	save_fitted_z_pull_analysis
	Pull of fitted z coordinate grouped by true transverse momentum. More...

	save_resolutions_by_pt_profile
	Resolutions as a function of true p_t. More...

Detailed Description

Module to collect matching information about the found particles and to generate
   validation plots and figures of merit on the performance of track finding.

 Expert level behavior:
    expert_level <= default_expert_level: all figures and plots from this module except tree entries
    expert_level > default_expert_level: everything including tree entries

Definition at line 25 of file pr_side_module.py.

Constructor & Destructor Documentation

◆ init()

def __init__	(	self,
		name,
		contact,
		output_file_name = `None`,
		reco_tracks_name = `'RecoTracks'`,
		mc_reco_tracks_name = `'MCRecoTracks'`,
		expert_level = `None`
	)

Constructor

Definition at line 36 of file pr_side_module.py.

             expert_level=None):
         """Constructor"""
  
         output_file_name = output_file_name or name + 'TrackingValidation.root'
         super().__init__(foreach=reco_tracks_name,
                          name=name,
                          contact=contact,
                          output_file_name=output_file_name,
                          expert_level=expert_level)
  
         self.reco_tracks_name = reco_tracks_name
  
         self.mc_reco_tracks_name = mc_reco_tracks_name
  
         self.track_match_look_up = None
  
         self.mc_reco_tracks_det_hit_ids = []
  
         self.mc_hit_lookup = Belle2.TrackFindingCDC.CDCMCHitLookUp.getInstance()

Member Function Documentation

◆ initialize()

def initialize ( self )

Receive signal at the start of event processing

Definition at line 68 of file pr_side_module.py.

◆ peel()

def peel	(	self,
		reco_track
	)

Looks at the individual pattern recognition tracks and store information about them

Definition at line 92 of file pr_side_module.py.

◆ peel_pr_to_mc_match_info()

def peel_pr_to_mc_match_info	(	self,
		reco_track
	)

Extracts track-match information from the MCMatcherTracksModule results

Definition at line 163 of file pr_side_module.py.

◆ pick()

def pick	(	self,
		reco_track
	)

Method to filter the track candidates to reject part of them

Definition at line 88 of file pr_side_module.py.

◆ prepare()

def prepare ( self )

Called once at the start of each event

Definition at line 74 of file pr_side_module.py.

Member Data Documentation

◆ save_cdc_hit_efficiency

save_cdc_hit_efficiency

static

Initial value:

=  refiners.save_fom(
        
    )

Save simple FOM.

Definition at line 648 of file pr_side_module.py.

◆ save_cdc_hit_purity

save_cdc_hit_purity

static

Initial value:

=  refiners.save_fom(
        
    )

Save simple FOM.

Definition at line 696 of file pr_side_module.py.

◆ save_clone_rate

save_clone_rate

static

Initial value:

=  refiners.save_fom(
        
    )

Save RecoTrack clone-rate information.

Definition at line 217 of file pr_side_module.py.

◆ save_clone_rate_by_seed_phi0_profile

save_clone_rate_by_seed_phi0_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Make profile of the clone rate versus seed phi0 Rename the quantities to names that display nicely by root latex translation.

Definition at line 248 of file pr_side_module.py.

◆ save_clone_rate_by_seed_pt_profile

save_clone_rate_by_seed_pt_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Make profile of the clone rate versus seed transverse momentum Rename the quantities to names that display nicely by root latex translation.

Definition at line 262 of file pr_side_module.py.

◆ save_clone_rate_by_seed_pt_profile_groupbyCharge

save_clone_rate_by_seed_pt_profile_groupbyCharge

static

Initial value:

=  refiners.save_profiles(
        
    )

Charge dependent histograms Make profile of the clone rate versus seed transverse momentum.

Definition at line 279 of file pr_side_module.py.

◆ save_clone_rate_by_seed_tan_lambda_profile

save_clone_rate_by_seed_tan_lambda_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Make profile of the clone rate versus seed tan(lambda) Rename the quantities to names that display nicely by root latex translation.

Definition at line 231 of file pr_side_module.py.

◆ save_clone_rate_by_seed_tan_lambda_profile_groupbyCharge

save_clone_rate_by_seed_tan_lambda_profile_groupbyCharge

static

Initial value:

=  refiners.save_profiles(
        
    )

Charge dependent histograms Make profile of the clone rate versus seed tan(lambda)

Definition at line 297 of file pr_side_module.py.

◆ save_fake_rate

save_fake_rate

static

Initial value:

=  refiners.save_fom(
        
    )

Save RecoTrack fake-rate information.

Definition at line 314 of file pr_side_module.py.

◆ save_fake_rate_by_seed_phi0_profile

save_fake_rate_by_seed_phi0_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Make profile of the fake rate versus seed phi0 Rename the quantities to names that display nicely by root latex translation.

Definition at line 328 of file pr_side_module.py.

◆ save_fake_rate_by_seed_pt_profile

save_fake_rate_by_seed_pt_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Make profile of the fake rate versus seed transverse momentum Rename the quantities to names that display nicely by root latex translation.

Definition at line 356 of file pr_side_module.py.

◆ save_fake_rate_by_seed_pt_profile_groupbyCharge

save_fake_rate_by_seed_pt_profile_groupbyCharge

static

Initial value:

=  refiners.save_profiles(
        
    )

Charge dependent histograms Make profile of the fake rate versus seed transverse momentum.

Definition at line 388 of file pr_side_module.py.

◆ save_fake_rate_by_seed_tan_lambda_profile

save_fake_rate_by_seed_tan_lambda_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Make profile of the fake rate versus seed tan(lambda) Rename the quantities to names that display nicely by root latex translation.

Definition at line 341 of file pr_side_module.py.

◆ save_fake_rate_by_seed_tan_lambda_profile_groupbyCharge

save_fake_rate_by_seed_tan_lambda_profile_groupbyCharge

static

Initial value:

=  refiners.save_profiles(
        
    )

Charge dependent histograms Make profile of the fake rate versus seed tan(lambda)

Definition at line 371 of file pr_side_module.py.

◆ save_fitted_omega_pull_analysis

save_fitted_omega_pull_analysis

static

Initial value:

=  refiners.save_pull_analysis(
        
    )

Pull of fitted omega.

Definition at line 742 of file pr_side_module.py.

◆ save_fitted_pt_pull_analysis

save_fitted_pt_pull_analysis

static

Initial value:

=  refiners.save_pull_analysis(
        
    )

Pull of fitted transverse momentum.

Definition at line 761 of file pr_side_module.py.

◆ save_fitted_tan_lambda_pull_analysis

save_fitted_tan_lambda_pull_analysis

static

Initial value:

=  refiners.save_pull_analysis(
        
    )

Pull of fitted tan(lambda)

Definition at line 752 of file pr_side_module.py.

◆ save_fitted_x_pull_analysis

save_fitted_x_pull_analysis

static

Initial value:

=  refiners.save_pull_analysis(
        
    )

Pull of fitted x coordinate grouped by true transverse momentum.

Definition at line 770 of file pr_side_module.py.

◆ save_fitted_y_pull_analysis

save_fitted_y_pull_analysis

static

Initial value:

=  refiners.save_pull_analysis(
        
    )

Pull of fitted y coordinate grouped by true transverse momentum.

Definition at line 780 of file pr_side_module.py.

◆ save_fitted_z_pull_analysis

save_fitted_z_pull_analysis

static

Initial value:

=  refiners.save_pull_analysis(
        
    )

Pull of fitted z coordinate grouped by true transverse momentum.

Definition at line 790 of file pr_side_module.py.

◆ save_hit_counts_by_pt_profile

save_hit_counts_by_pt_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Hit counts in each sub detector by the true pt value.

Definition at line 404 of file pr_side_module.py.

◆ save_hit_counts_by_pt_profile_groupbyCharge

save_hit_counts_by_pt_profile_groupbyCharge

static

Initial value:

=  refiners.save_profiles(
        
    )

Charge dependent histograms Hit counts in each sub detector by the true pt value.

Definition at line 525 of file pr_side_module.py.

◆ save_hit_counts_by_tanlambda_profile

save_hit_counts_by_tanlambda_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Hit counts in each sub detector by the true tanlambda value.

Definition at line 464 of file pr_side_module.py.

◆ save_hit_counts_by_tanlambda_profile_groupbyCharge

save_hit_counts_by_tanlambda_profile_groupbyCharge

static

Initial value:

=  refiners.save_profiles(
        
    )

Charge dependent histograms Hit counts in each sub detector by the true tan lambda value.

Definition at line 547 of file pr_side_module.py.

◆ save_hit_efficiency

save_hit_efficiency

static

Initial value:

=  refiners.save_fom(
        
    )

Save simple FOM.

Definition at line 612 of file pr_side_module.py.

◆ save_hit_efficiency_by_pt_profile

save_hit_efficiency_by_pt_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Hit efficiency in each sub detector by the true pt value.

Definition at line 424 of file pr_side_module.py.

◆ save_hit_efficiency_by_pt_profile_groupbyCharge

save_hit_efficiency_by_pt_profile_groupbyCharge

static

Initial value:

=  refiners.save_profiles(
        
    )

Charge dependent histograms Hit efficiency in each sub detector by the true pt value.

Definition at line 569 of file pr_side_module.py.

◆ save_hit_efficiency_by_tanlambda_profile

save_hit_efficiency_by_tanlambda_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Hit efficiency in each sub detector by the true tanlambda value.

Definition at line 484 of file pr_side_module.py.

◆ save_hit_efficiency_by_tanlambda_profile_groupbyCharge

save_hit_efficiency_by_tanlambda_profile_groupbyCharge

static

Initial value:

=  refiners.save_profiles(
        
    )

Charge dependent histograms Hit efficiency in each sub detector by the true tan lambda value.

Definition at line 591 of file pr_side_module.py.

◆ save_hit_purity

save_hit_purity

static

Initial value:

=  refiners.save_fom(
        
    )

Save simple FOM.

Definition at line 660 of file pr_side_module.py.

◆ save_hit_purity_by_pt_profile

save_hit_purity_by_pt_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Hit purity in each sub detector by the true pt value.

Definition at line 444 of file pr_side_module.py.

◆ save_hit_purity_by_tanlambda_profile

save_hit_purity_by_tanlambda_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Hit purity in each sub detector by the true tanlambda value.

Definition at line 504 of file pr_side_module.py.

◆ save_p_value_histogram

save_p_value_histogram

static

Initial value:

=  refiners.save_histograms(
        
    )

Creates a distribution of p values from the Genfit track fit for match pr tracks.

Definition at line 708 of file pr_side_module.py.

◆ save_pxd_hit_efficiency

save_pxd_hit_efficiency

static

Initial value:

=  refiners.save_fom(
        
    )

Save simple FOM.

Definition at line 624 of file pr_side_module.py.

◆ save_pxd_hit_purity

save_pxd_hit_purity

static

Initial value:

=  refiners.save_fom(
        
    )

Save simple FOM.

Definition at line 672 of file pr_side_module.py.

◆ save_resolutions_by_pt_profile

save_resolutions_by_pt_profile

static

Initial value:

=  refiners.save_profiles(
        
    )

Resolutions as a function of true p_t.

Definition at line 800 of file pr_side_module.py.

◆ save_seed_omega_pull_analysis

save_seed_omega_pull_analysis

static

Initial value:

=  refiners.save_pull_analysis(
        
    )

Pull of seed omega.

Definition at line 721 of file pr_side_module.py.

◆ save_seed_tan_lambda_pull_analysis

save_seed_tan_lambda_pull_analysis

static

Initial value:

=  refiners.save_pull_analysis(
        
    )

Pull of seed tan(lambda)

Definition at line 732 of file pr_side_module.py.

◆ save_svd_hit_efficiency

save_svd_hit_efficiency

static

Initial value:

=  refiners.save_fom(
        
    )

Save simple FOM.

Definition at line 636 of file pr_side_module.py.

◆ save_svd_hit_purity

save_svd_hit_purity

static

Initial value:

=  refiners.save_fom(
        
    )

Save simple FOM.

Definition at line 684 of file pr_side_module.py.

◆ save_tree

save_tree

static

Initial value:

=  refiners.save_tree(
        
    )

Save a tree of all collected variables in a sub folder.

Definition at line 211 of file pr_side_module.py.

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

tracking/scripts/tracking/harvesting_validation/pr_side_module.py

Public Member Functions

Public Attributes

Static Public Attributes

Detailed Description

Constructor & Destructor Documentation

◆ __init__()

Member Function Documentation

◆ initialize()

◆ peel()

◆ peel_pr_to_mc_match_info()

◆ pick()

◆ prepare()

Member Data Documentation

◆ save_cdc_hit_efficiency

◆ save_cdc_hit_purity

◆ save_clone_rate

◆ save_clone_rate_by_seed_phi0_profile

◆ save_clone_rate_by_seed_pt_profile

◆ save_clone_rate_by_seed_pt_profile_groupbyCharge

◆ save_clone_rate_by_seed_tan_lambda_profile

◆ save_clone_rate_by_seed_tan_lambda_profile_groupbyCharge

◆ save_fake_rate

◆ save_fake_rate_by_seed_phi0_profile

◆ save_fake_rate_by_seed_pt_profile

◆ save_fake_rate_by_seed_pt_profile_groupbyCharge

◆ save_fake_rate_by_seed_tan_lambda_profile

◆ save_fake_rate_by_seed_tan_lambda_profile_groupbyCharge

◆ save_fitted_omega_pull_analysis

◆ save_fitted_pt_pull_analysis

◆ save_fitted_tan_lambda_pull_analysis

◆ save_fitted_x_pull_analysis

◆ save_fitted_y_pull_analysis

◆ save_fitted_z_pull_analysis

◆ save_hit_counts_by_pt_profile

◆ save_hit_counts_by_pt_profile_groupbyCharge

◆ save_hit_counts_by_tanlambda_profile

◆ save_hit_counts_by_tanlambda_profile_groupbyCharge

◆ save_hit_efficiency

◆ save_hit_efficiency_by_pt_profile

◆ save_hit_efficiency_by_pt_profile_groupbyCharge

◆ save_hit_efficiency_by_tanlambda_profile

◆ save_hit_efficiency_by_tanlambda_profile_groupbyCharge

◆ save_hit_purity

◆ save_hit_purity_by_pt_profile

◆ save_hit_purity_by_tanlambda_profile

◆ save_p_value_histogram

◆ save_pxd_hit_efficiency

◆ save_pxd_hit_purity

◆ save_resolutions_by_pt_profile

◆ save_seed_omega_pull_analysis

◆ save_seed_tan_lambda_pull_analysis

◆ save_svd_hit_efficiency

◆ save_svd_hit_purity

◆ save_tree

◆ init()