Jet lines: light jets, 2-body topo tagged jets and SV tagged jets

@wbarter @lcalefic @rjhunter @jideng @yqiu @lsestini @cvazquez @hyin @dzuliani

The goal of this merge request is to first implement the jet tagging with DeltaR using flight direction.

Rough efficiency before tagging with DeltaR with bb events (Evttype-49000054) and pt > 30 GeV:

Hlt2DiSVTagJetLine : 11.70000 +- 1.01642 %

With DeltaR tagging:

Hlt2DiSVTagJetLine : 11.80000_+-_1.02018 %

Then also to implement SV tagging. Prelim results with SV tag + deltaR tag:

Hlt2DiSVTagJetLine : 9.200000 +- 0.913980 % (However, may be able to remove some cuts as don't change efficiency).

All three efficiencies also include 2 body topo tags.

Also first implementation of light jets, using the same mc sample gives an efficiency:

Hlt2DiLightJetLine : 12.40000 +- 1.04223 %

Running on 10k events on no hlt1 filtered mc, the rates for the lines are shown below. Hlt2DiLightJetLine and Hlt2DiSVTagJetLine have a pt > 30 GeV cut, and the Hlt2DiSVTagJetLine includes deltaR tagging and topo 2 body + SV tagging.

Hlt2 rates: 
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Line:	 Hlt2DiLightJetLineDecision              	 Incl: 3.0  +/- 2.99 kHz, Excl: 3.0  +/- 2.99 kHz
Line:	 Hlt2DiSVTagJetLineDecision              	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2EESSLineDecision                    	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2MuMuSSLineDecision                  	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2SingleHighPtMuonIsoLineDecision     	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2SingleHighPtMuonLineDecision        	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2SingleHighPtMuonPrescaleLineDecision	 Incl: 3.0  +/- 2.99 kHz, Excl: 3.0  +/- 2.99 kHz
Line:	 Hlt2ZToEELineDecision                   	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2ZToMuMuLineDecision                 	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
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Hlt2 Total:                                          Rate:	 6 +/- 4.2 kHz
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And the same but with hlt1 filtered data:

Hlt2 rates: 
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Line:	 Hlt2DiLightJetLineDecision              	 Incl: 0.2  +/- 0.14 kHz, Excl: 0.2  +/- 0.14 kHz
Line:	 Hlt2DiSVTagJetLineDecision              	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2EESSLineDecision                    	 Incl: 0.1  +/- 0.09 kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2MuMuSSLineDecision                  	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2SingleHighPtMuonIsoLineDecision     	 Incl: 0.2  +/- 0.14 kHz, Excl: 0.1  +/- 0.09 kHz
Line:	 Hlt2SingleHighPtMuonLineDecision        	 Incl: 0.1  +/- 0.09 kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2SingleHighPtMuonPrescaleLineDecision	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2ZToEELineDecision                   	 Incl: 0.1  +/- 0.09 kHz, Excl: 0.0  +/- 0.0  kHz
Line:	 Hlt2ZToMuMuLineDecision                 	 Incl: 0.0  +/- 0.0  kHz, Excl: 0.0  +/- 0.0  kHz
----------------------------------------------------------------------------------------------------
Hlt2 Total:                                          Rate:	 0 +/- 0.2 kHz
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added qee label

assigned to @ncooke

Do we know why the efficiency falls? I'm missing something.

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• c2891c74 - First implementation sv tag

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• fa12208f - Add MINTREE requirements

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• dbdabd58 - First implementation light jets

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resolved all threads

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• dbdabd58...8c21f7a7 - 2 commits from branch qee_upgrade
• 512c3952 - Merge branch 'qee_upgrade' into ncooke_diBjet_line

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• 2ddb5d03 - Fixed formatting

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• a206b164 - Trial with different pt cuts

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• d67db139 - Fixed formatting

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• 18392885 - Fix python linting

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• 8bdf11af - Remove commented out function

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The di-light jets, di-topo tagged and di-SV tagged jets have now been implemented. Here is a table for the efficiencies using bb events(Evttype-49000054) and the rates of the lines from hlt1 filtered mc for different pt cuts. This was to test whether or not it would be better to have a higher pt cut and no prescaling, or lower pt cut with prescaling:

Efficiencies:

Hlt2DiSVTagJet10GeVLine : ( 31.30000 +- 1.46639 )%
Hlt2DiSVTagJet15GeVLine : ( 26.80000 +- 1.40063 )%
Hlt2DiSVTagJet20GeVLine : ( 21.30000 +- 1.29472 )%
Hlt2DiSVTagJet25GeVLine : ( 16.00000 +- 1.15931 )%
Hlt2DiSVTagJet30GeVLine : ( 9.200000 +- 0.913980)%
Hlt2DiSVTagJet35GeVLine : ( 5.500000 +- 0.720937)%

Hlt2DiTopoTagJet10GeVLine : ( 52.10000 +- 1.57974 )%
Hlt2DiTopoTagJet15GeVLine : ( 40.80000 +- 1.55414 )%
Hlt2DiTopoTagJet20GeVLine : ( 30.30000 +- 1.45324 )%
Hlt2DiTopoTagJet25GeVLine : ( 20.20000 +- 1.26963 )%
Hlt2DiTopoTagJet30GeVLine : ( 11.80000 +- 1.02018 )%
Hlt2DiTopoTagJet35GeVLine : ( 6.700000 +- 0.790639)%

Hlt2DiLightJet10GeVLine : ( 62.60000 +- 1.53011 )%
Hlt2DiLightJet15GeVLine : ( 46.30000 +- 1.57680 )%
Hlt2DiLightJet20GeVLine : ( 32.20000 +- 1.47755 )%
Hlt2DiLightJet25GeVLine : ( 20.80000 +- 1.28350 )%
Hlt2DiLightJet30GeVLine : ( 12.40000 +- 1.04223 )%
Hlt2DiLightJet35GeVLine : ( 7.100000 +- 0.812151)%

Rates:

Hlt2 rates:
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Line:    Hlt2DiLightJet10GeVLineDecision                 Incl: 103.5 +/- 3.04 kHz, Excl:  46.0 +/- 2.09 kHz
Line:    Hlt2DiLightJet15GeVLineDecision                 Incl:  15.100000000000001 +/- 1.21 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiLightJet20GeVLineDecision                 Incl:   2.5 +/- 0.49 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiLightJet25GeVLineDecision                 Incl:   0.4 +/- 0.19 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiLightJet30GeVLineDecision                 Incl:   0.2 +/- 0.14 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiLightJet35GeVLineDecision                 Incl:   0.1 +/- 0.09 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiSVTagJet10GeVLineDecision                 Incl:   4.4 +/- 0.66 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiSVTagJet15GeVLineDecision                 Incl:   0.8 +/- 0.28 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiSVTagJet20GeVLineDecision                 Incl:   0.0 +/- 0.0  kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiSVTagJet25GeVLineDecision                 Incl:   0.0 +/- 0.0  kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiSVTagJet30GeVLineDecision                 Incl:   0.0 +/- 0.0  kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiSVTagJet35GeVLineDecision                 Incl:   0.0 +/- 0.0  kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiTopoTagJet10GeVLineDecision               Incl:  54.199999999999996 +/- 2.26 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiTopoTagJet15GeVLineDecision               Incl:  10.4 +/- 1.01 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiTopoTagJet20GeVLineDecision               Incl:   1.8 +/- 0.42 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiTopoTagJet25GeVLineDecision               Incl:   0.3 +/- 0.17 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiTopoTagJet30GeVLineDecision               Incl:   0.2 +/- 0.14 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2DiTopoTagJet35GeVLineDecision               Incl:   0.1 +/- 0.09 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2EESSLineDecision                            Incl:   0.1 +/- 0.09 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2MuMuSSLineDecision                          Incl:   0.0 +/- 0.0  kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2SingleHighPtMuonIsoLineDecision             Incl:   0.2 +/- 0.14 kHz, Excl:   0.1 +/- 0.09 kHz
Line:    Hlt2SingleHighPtMuonLineDecision                Incl:   0.1 +/- 0.09 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2SingleHighPtMuonPrescaleLineDecision        Incl:   0.0 +/- 0.0  kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2ZToEELineDecision                           Incl:   0.1 +/- 0.09 kHz, Excl:   0.0 +/- 0.0  kHz
Line:    Hlt2ZToMuMuLineDecision                         Incl:   0.0 +/- 0.0  kHz, Excl:   0.0 +/- 0.0  kHz
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Hlt2 Total:                                          Rate:       104 +/- 3.0 kHz
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