Analysis of LCIO files
Currently, the Geant4-based detector simulation can be done using the SLIC software. You will need to convert ProMC files to LCIO files and use these files for the “slic” Geant4-based program. To process SLCIO files, you will need Jas4pp program.
The files with full simulations are located under the “rfullNNN” tags (“NNN” is a number) Here how you can find all samples that have “rfull” tag for download. Click here: https://atlaswww.hep.anl.gov/hepsim/list.php?find=rfull. The description of the detector tags is given in Detector description. If you need to find all files for a give tag, say rfull005, use this command:
which searches for all samples with the dataset name “tev10mumu” (mu+mu-, 40 TeV samples). Then download a selected sample as:
The physics performance studies based on full simulation files from HepSim are listed here.
Processing LCIO files
To perform data analysis using LCIO files, use the Jas4pp data-analysis package. The installation does not have external dependencies besides Java. Make sure Java7 and above is installed. Then run these commands to install the package using Linux/Mac with the “bash” shell:
wget https://atlaswww.hep.anl.gov/asc/jas4pp/download/current.php -O jas4pp.tgz tar -zvxf jas4pp.tgz cd jas4pp source ./setup.sh # takes 5 sec for first-time optimization
The last command optimizes Java packages for the Python language. Now you are ready to run over any file with truth-level and datector-simulation files, such as LCIO and ProMC. This program can be used for:
- Downloading and searching HepSim data
- Processing ProMC files from HepSim
- Running over SLCIO files with Geant4 simulated / reconstructed events.
- Data analysis (jets, physics vectors, histogram packages)
- Visualisation of reconstructed events using Wired4 display
Look the Java API definition of the needed objects in org.lcsim.lcio. The data containers are shown below:
Using C++/ROOT with LCIO
If you need to read LCIO files in C++ code with ROOT/FastJet, use the example package https://github.com/chekanov/HepSim.
git clone https://github.com/chekanov/HepSim cd HepSim/analysis/cpp_lcio
Look at README file to see how to install the “LCIO” package required by this example. Your LCIO“ files from HepSim should be in the directory “data”.
Generally, you program to read SLCIO files can look as this:
This code example shows how to print float parameters from the EVGEN level (copied from the input ProMC). Here is the example of all parameters (float, integers, strings):
Note that SLCIO files have two records representing truth level MC: MCParticle and MCInfo. MCInfo includes information on generated events. See the example how this record was created in promc2lcio.java.
— Sergei Chekanov 2016/09/19 07:06
Visualizing events with Jas+Wired
You can run Jas+Wired to visualize the simulated events. The Wired program is included in Jas4pp, so you simply run it as:
This will start a Jas3-like environment with all needed plugins. Then copy the detector geometry file from the detector repository.
wget http://atlaswww.hep.anl.gov/hepsim/soft/detectors/sidloi3.tgz -O - | tar -xz;
This will create a directory “sidloi3”. This detector corresponds to “rfull001” tag used for the reconstruction of pythia6_zpole_ee (Z→e+e-).
Now we can visualize the detector as [File]-[Open data source]-[HepRep] XML and select the file “sidloi3.heprep” from sidloi3.tgz: This is how to do this using the command line:
You will see the detector layout:
Now, we will read the event: Open any *.slcio file you copied from HepSim as [File]-[Open data source]-[LCIO] file. Then click a small button [Go] (top menu bar). It will process events. Then select again [File]-[New]-[Wired 4 view]. You will get an image in the Wired4 display. Now press [Go] again to look at next event.
If you want to see how data records are organized inside the slcio file, do this [File]-[New]-[LCSim Event browser]
Generally, when you open a SLCIO file from the HepSim, you do not need to load the geometry file. The geometry file will be downloaded automatically from HepSim and will be put to ”.lcsim/cache/“ inside your home directory.
Visualizing geometry using ROOT
(contribution from N.Nikiforou):
You can also visualize the detector using ROOT. Here are a few steps: Locate the file detector.gdml inside the file detector.zip (where “detector” shows the name of the detector).
Once you have the GDML file, you can use ROOT to visualize it. You just need to make sure the ROOT installation has openGL/GDML support (CERN AFS installations have it for sure). At the ROOT prompt do:
This should popup an OpenGL display with the detector which you can clip, pan, rotate etc. You will the image as shown here:
- S.Chekanov (ANL, main developer)
- E.May (ANL, debugging, Wired4)
- http://jas.freehep.org/jas3/ - JAS3
- http://java.freehep.org/ - FreeHep
- http://jwork.org/dmelt - DMelt
- https://atlaswww.hep.anl.gov/asc/promc/ ProMC file format
- http://lcio.desy.de/ LCIO file format
— Sergei Chekanov 2016/03/23 21:53