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Tracking Performance

Marlin package that creates outputs useful for tracking performance studies.

Dependencies

Tracker Acceptance

Truth particles failing any of the following are not considered for output.

  • generator status must be 1 (stable particle)
  • particle must be charged
  • particle cannot decay in the tracker

Parquet Output

Creates a Parquet file (trackperf.parquet) with the following columns: evt, truthOK, trackOK, match mc_pdg, mc_vtx, mc_vty, mc_vtz, mc_mox, mc_moy, mc_moz, tr_ch2, tr_ndf, tr_nhit, tr_dze, tr_phi, tr_ome, tr_zze, tr_tnl

The truthOK and trackOK indicate whether the mc_* and tr_* columns are filled. For example, truthOK==False means that no truth particle was matched to a track and the corresponding mc_* columns are filled with dummy values. The match column indicates fraction of hits that were matched to the corresponding truth particle.

The tr_* paremters correspond to the track state at the interaction point.

Example Steering File

<processor name="MyLCParquet" type="TrackPerfParquet">
  <!--Location of output-->
  <parameter name="OutputDir" type="string">data_acts</parameter>
  <!--Name of the MCParticle collection-->
  <parameter name="MCParticleCollection" type="string" lcioInType="MCParticle">MCParticle</parameter>
  <!--Name of the Track collection-->
  <parameter name="TrackCollection" type="string" lcioInType="Track">Tracks</parameter>
  <!--Relations-->
  <parameter name="MCTrackRelationCollection" type="string" lcioInType="LCRelation">MCParticle_Tracks</parameter>
</processor>