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Bandq EoY related to Ivan's MR

Tianze Rong requested to merge tianze_for_bandq_EoY into ipolyako_for_bandq_EoY

Few bugs are fixed.

Cuts on average of MINIPCHI2 are removed temporarily due to technical difficulties.

Local tests of bandq central branch (with or without prescale) and this branch are done. (using this code: https://gitlab.cern.ch/lhcb/Moore/-/blob/ec03d286a5f1568c4b9fa79707e5c1122cc7fdce/Hlt/Hlt2Conf/options/examples/bandq/spruce_bandq_example.py)

The output file sizes reduce from 942M(with prescale) / 1.3G(without prescale) to 892M. Expect to reduce (942-892)*45.1*1000/371018=6 MB/s BW cost.

You can find the logs here: /afs/cern.ch/user/t/tirong/public/EoY_sprucing

New rate:

     LAZY_AND: SpruceBandQ_BcForSpectroscopyDecisionWithOutput                         #=223242  Sum=79          Eff=|(0.03538761 +- 0.00398071)%|
     LAZY_AND: SpruceBandQ_BdForSpectroscopyDecisionWithOutput                         #=223242  Sum=693         Eff=|(0.3104255 +- 0.0117738)%|
     LAZY_AND: SpruceBandQ_BsForSpectroscopyDecisionWithOutput                         #=223242  Sum=671         Eff=|(0.3005707 +- 0.0115860)%|
     LAZY_AND: SpruceBandQ_BuForSpectroscopyDecisionWithOutput                         #=223242  Sum=696         Eff=|(0.3117693 +- 0.0117991)%|
     LAZY_AND: SpruceBandQ_LbForSpectroscopyDecisionWithOutput                         #=223242  Sum=566         Eff=|(0.2535365 +- 0.0106434)%|
     LAZY_AND: SpruceBandQ_OmegabForSpectroscopyDecisionWithOutput                     #=223242  Sum=431         Eff=|(0.1930640 +- 0.00929059)%|
     LAZY_AND: SpruceBandQ_Xib0ForSpectroscopyDecisionWithOutput                       #=223242  Sum=326         Eff=|(0.1460299 +- 0.00808194)%|
     LAZY_AND: SpruceBandQ_XibmForSpectroscopyDecisionWithOutput                       #=223242  Sum=172         Eff=|(0.07704643 +- 0.00587247)%|


     LAZY_AND: SpruceBandQ_BcForSpectroscopySLDecisionWithOutput                       #=223242  Sum=12          Eff=|(0.005375333 +- 0.00155168)%|
     LAZY_AND: SpruceBandQ_BsForSpectroscopySLDecisionWithOutput                       #=223242  Sum=94          Eff=|(0.04210677 +- 0.00434207)%|
     LAZY_AND: SpruceBandQ_BudForSpectroscopySLDecisionWithOutput                      #=223242  Sum=368         Eff=|(0.1648435 +- 0.00858598)%|
     LAZY_AND: SpruceBandQ_LbForSpectroscopySLDecisionWithOutput                       #=223242  Sum=97          Eff=|(0.04345061 +- 0.00441078)%|
     LAZY_AND: SpruceBandQ_OmegabForSpectroscopySLDecisionWithOutput                   #=223242  Sum=6           Eff=|(0.002687666 +- 0.00109722)%|
     LAZY_AND: SpruceBandQ_XibForSpectroscopySLDecisionWithOutput                      #=223242  Sum=59          Eff=|(0.02642872 +- 0.00344027)%|

Old rate:

     LAZY_AND: SpruceBandQ_BcForSpectroscopyDecisionWithOutput                         #=223242  Sum=786         Eff=|(0.3520843 +- 0.0125363)%|
     LAZY_AND: SpruceBandQ_BdForSpectroscopyDecisionWithOutput                         #=223242  Sum=1676        Eff=|(0.7507548 +- 0.0182694)%|
     LAZY_AND: SpruceBandQ_BsForSpectroscopyDecisionWithOutput                         #=223242  Sum=1383        Eff=|(0.6195071 +- 0.0166068)%|
     LAZY_AND: SpruceBandQ_BuForSpectroscopyDecisionWithOutput                         #=223242  Sum=1204        Eff=|(0.5393250 +- 0.0155011)%|
     LAZY_AND: SpruceBandQ_LbForSpectroscopyDecisionWithOutput                         #=223242  Sum=1266        Eff=|(0.5670976 +- 0.0158930)%|
     LAZY_AND: SpruceBandQ_OmegabForSpectroscopyDecisionWithOutput                     #=223242  Sum=767         Eff=|(0.3435733 +- 0.0123844)%|
     LAZY_AND: SpruceBandQ_Xib0ForSpectroscopyDecisionWithOutput                       #=223242  Sum=543         Eff=|(0.2432338 +- 0.0104255)%|
     LAZY_AND: SpruceBandQ_XibmForSpectroscopyDecisionWithOutput                       #=223242  Sum=321         Eff=|(0.1437901 +- 0.00801981)%|


     LAZY_AND: SpruceBandQ_BcForSpectroscopySLDecisionWithOutput                       #=223242  Sum=18          Eff=|(0.008062999 +- 0.00190039)%|
     LAZY_AND: SpruceBandQ_BsForSpectroscopySLDecisionWithOutput                       #=223242  Sum=99          Eff=|(0.04434649 +- 0.00445600)%|
     LAZY_AND: SpruceBandQ_BudForSpectroscopySLDecisionWithOutput                      #=223242  Sum=386         Eff=|(0.1729065 +- 0.00879310)%|
     LAZY_AND: SpruceBandQ_LbForSpectroscopySLDecisionWithOutput                       #=223242  Sum=101         Eff=|(0.04524238 +- 0.00450077)%|
     LAZY_AND: SpruceBandQ_OmegabForSpectroscopySLDecisionWithOutput                   #=223242  Sum=6           Eff=|(0.002687666 +- 0.00109722)%|
     LAZY_AND: SpruceBandQ_XibForSpectroscopySLDecisionWithOutput                      #=223242  Sum=65          Eff=|(0.02911638 +- 0.00361092)%|

Test on some MC samples (2000 entries for each sample) Hlt1->Hlt2->Spruce

New

BcToJpsipi   LAZY_AND: SpruceBandQ_BcForSpectroscopyDecisionWithOutput     #=453     Sum=320     Eff=|( 70.64018 +- 2.13970 )%|
BdToDmpi     LAZY_AND: SpruceBandQ_BdForSpectroscopyDecisionWithOutput     #=128     Sum=119     Eff=|( 92.96875 +- 2.25985 )%|
BsToDspi     LAZY_AND: SpruceBandQ_BsForSpectroscopyDecisionWithOutput     #=113     Sum=105     Eff=|( 92.92035 +- 2.41280 )%|
BuToD0pi     LAZY_AND: SpruceBandQ_BuForSpectroscopyDecisionWithOutput     #=189     Sum=180     Eff=|( 95.23810 +- 1.54905 )%|
BuToJpsiK    LAZY_AND: SpruceBandQ_BuForSpectroscopyDecisionWithOutput     #=730     Sum=546     Eff=|( 74.79452 +- 1.60702 )%|
LbToJpsiPK   LAZY_AND: SpruceBandQ_LbForSpectroscopyDecisionWithOutput     #=513     Sum=281     Eff=|( 54.77583 +- 2.19746 )%|
LbToLcpi     LAZY_AND: SpruceBandQ_LbForSpectroscopyDecisionWithOutput     #=96      Sum=88      Eff=|( 91.66667 +- 2.82085 )%|

Old (without prescale)

BcToJpsipi   LAZY_AND: SpruceBandQ_BcForSpectroscopyDecisionWithOutput     #=494     Sum=375     Eff=|( 75.91093 +- 1.92397 )%|
BdToDmpi     LAZY_AND: SpruceBandQ_BdForSpectroscopyDecisionWithOutput     #=125     Sum=120     Eff=|( 96.00000 +- 1.75271 )%|
BsToDspi     LAZY_AND: SpruceBandQ_BsForSpectroscopyDecisionWithOutput     #=111     Sum=106     Eff=|( 95.49550 +- 1.96858 )%|
BuToD0pi     LAZY_AND: SpruceBandQ_BuForSpectroscopyDecisionWithOutput     #=186     Sum=181     Eff=|( 97.31183 +- 1.18592 )%|
BuToJpsiK    LAZY_AND: SpruceBandQ_BuForSpectroscopyDecisionWithOutput     #=746     Sum=556     Eff=|( 74.53083 +- 1.59517 )%|
LbToJpsiPK   LAZY_AND: SpruceBandQ_LbForSpectroscopyDecisionWithOutput     #=536     Sum=292     Eff=|( 54.47761 +- 2.15099 )%|
LbToLcpi     LAZY_AND: SpruceBandQ_LbForSpectroscopyDecisionWithOutput     #=92      Sum=88      Eff=|( 95.65217 +- 2.12613 )%|
Edited by Tianze Rong

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