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Electron and Photon Instructions generator for XENON

Project description

epix

PyPI version shields.io CodeFactor

Electron and Photon Instructions generator for XENON

The job of epix is to load XENONnT Geant4 MC data and produce inputs for wfsim, using nestpy for the quanta generation and DBSCAN for the clustering of the individual steps.

Installation

With all requirements fulfilled (e.g., on top of the XENONnT montecarlo_environment):

pip install epix

or install in editable mode from source:

git clone https://github.com/XENONnT/epix
pip install -e epix

Usage

Only an input file is needed to run epix:

bin/run_epix --InputFile <path_and_filename>

The other keyword arguments are:

Argument Description Default
--Detector Detector to be used. Has to be defined in epix.detectors XENONnT
--DetectorConfigOverride Config file to overwrite default epix.detectors settings; see examples in the configs folder in epix.detectors
--CutOnEventid If selected, the next two arguments act on the G4 event id, and not the entry number (default) false
--EntryStart First event to be read 0
--EntryStop How many entries from the ROOT file you want to process all
--MicroSeparation DBSCAN clustering distance (mm) 0.005
--MicroSeparationTime Clustering time (ns) 10
--TagClusterBy decide if you tag the cluster (particle type, energy depositing process) according to first interaction in it (time) or most energetic (energy) energy
--MaxDelay Time after which we cut the rest of the event (ns) 1e7
--SourceRate Event rate for event separation
- 0 for no time shift (G4 time remains)
- -1 for clean time shift between events
- >0 (Hz) for random spacing
0
--JobNumber Job number in full chain simulation. Offset is computed as JobNumber * n_simulated_events/SourceRate, where n_simulated_events is read from file. 0
--OutputPath Output file path Same directory as input file
--Debug Tell epix if you want timing outputs false

0.2.2 (2021-10-31)

  • Fixed field map loading (#50)

0.2.1 (2021-10-30)

  • Update efield handler to maps format (#49)

0.2.0 (2021-10-28)

  • Fix clustering indexing (#45)
  • Treatment for empty data (#40)
  • Fix for NEST interaction classification parameters (#44)
  • Enable CSV input (#42)

0.1.3 (2021-07-27)

  • Tuning clustering defaults (#39)
  • Return statement for removed excitons (#38)
  • Added local field and number of excitons (#34)

0.1.2 (2021-06-09)

  • Add sklearn to requirements (#31)
  • Fix Kr83m NEST-related issues (#30)

0.1.1 (2021-04-09)

  • Automatic PyPi upload (#24)
  • PyPi and codefactor integration

0.1.0 (2021-03-30)

  • E-Field format change (#23)
  • strax interface (#19)

0.0.6 (2021-02-12)

  • Set e- recoil type as default (#15)

0.0.5 (2021-02-08)

  • Change detector naming (#13)

0.0.4 (2021-02-08)

  • New Efield format loading (#11)
  • Store NEST id as recoil type (#10)

0.0.3 (2021-01-26)

  • Clustering and event separation (#6)

0.0.2 (2021-01-25)

  • Added detector volumes (#8)

0.0.1 (2020-01-21)

  • Initial working release as python package

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