Anomaly Trigger Skunkworks

Andrew's private working repository to investigate CaloL1 AD algoirthm integration with the emulator subsystem.

##Prerequisites. This repository should work largely out of the box. The one requirement is my commits to the emulator must be installed alongside. These commits were made to the L1Trigger/L1TCaloLayer1/L1TCaloSummary path. My commits were made in CMSSW_12_4_3, but should be simple enough that if any porting is needed, they can be recreated in any version of CMSSW that supports Marcel Rieger's CMSSW TensorFlow/DNN interface

The branch I keep my working copy of the emulator (with model included) can be found here, with specific L1TCaloSummary code found here (git blame to check the differences).

The current CaloL1 AD model has also been uploaded to my branch under L1Trigger/L1TCaloLayer1/data/

Contents and usage

plugins

• L1TCaloSummaryTestNtuplizer.cc is a basic ntuplizer to grab the current L1TCaloSummary embedded score and put it into a tree alongside some basic run information. It also currently stores the emulator regions, and the digis that are given to the emulator.
• L1TTriggerBitsNtuplizer.cc an Ntuplizer I am working with to put the some of the L1 menu and the acceptance bits into an ntuple for comparison on an event by event basis with the CaloL1 AD
• anomalyTriggerSkunkworks.cc This was some test code to work out the technical implementation of implementing the model in CMSSW. This should be largely deprecated, and is only kept around for legacy reasons.

python

• L1TCaloSummary2018Configs/ contains configurations used to make 1e5 events from RAW data using the emulator and L1TCaloSummaryTestNtuplizer. There are confiugrations for 4 different eras of 2018, and a base configuration that contains the majority of the code. Worth nothing, these all use a synchronized set of MiniAOD and RAW files
• plotSettings just some common code for plot creation scripts
• productionFragments now deprecated repository for storing fragments I was going to use to make custom samples to test on.
• L1MultiNtupleization_cff.py configuration for testing the combination of Ntuplizers
• L1TCaloSummaryTestNtuplizer_cfi.py basic settings for the L1TCaloSummaryTestNtuplizer
• L1TCaloSummaryTestNtuplizer_singleRun_cff.py script for running the L1TCaloSummaryTestNtuplizer on a single RAW file
• L1TTriggerBitsNtuplizer_cfi.py basic settings for the L1 Trigger bits ntuplizer
• anomalyTriggerSkunkworks*.py deprecated technical test and settings

scripts

this contains the scripts for making score plots, efficiency/rate plots, and pileup binned versions of these plots, as well as some utility scripts for running all of these at once.