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Draft: Adding a variable combining PartonExtendedTruthLabelID and HadronGhostInitialTruthLabelPdgId

Alvaro Lopez Solisrequested to merge
jetcharge/training-dataset-dumper:add_more_inital_info into main

Description

In the jet charge team, we wanted to have a variable that combines the PartonExtendedTruthLabelID and the HadronGhostInitialTruthLabelPdgId information in order to be able to train on the same variable for b-jets, c-jets and light-jets. This variable is built in the following way:

  • Create a map of all the possible hadron PDGIDs associated to b-jets and c-jets.
  • If the HadronGhostInitialTruthLabelPdgID associated to the jet is in the map, categorize the jet as a b/anti-b or c/anti-c according to the map.
  • If the HadronGhostInitialTruthLabelPdgID is a tau, associate the ID of the tau/anti-tau
  • If it is none of the previous cases, then the jet is assumed to be a light-jet and then we save the PartonExtendedTruthLabelID, which contains the information of the flavour of the light-jet.

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Review checklist:

  • CI Passing
  • Comments addressed
  • Source branch is up to date with target
Edited by Alvaro Lopez Solis

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