CMSSW.jl

A toy experiment interfacing ROOT (http://root.cern.ch) and Julia (http://julialang.org).
Popularity
4 Stars
Updated Last
5 Years Ago
Started In
August 2013

Note: for a work-in-progress wrapper for plain ROOT, see https://github.com/jpata/ROOT.jl.

CMSSW.jl

A toy experiment interfacing CMSSW and Julia (http://julialang.org) through FWLite. Note that this is highly experimental, very much WIP and expected to change.

Julia is a quickly-evolving language for technical computing which executes at near-C speeds on LLVM. CMSSW is a data analysis library widely used at experiments at CERN for HEP data analyses. Traditionally, CMSSW is accessed through the C++ interface, however many analysis tasks can be more succintly expressed and evaluated in a more high level language. Julia provides the much of the flexibility of Python with much of the speed of bare-metal C.

Presently, this library is used throughout at least one CMS analysis.


Currently, access to so-called EDM-Ntuples containing basic types like double, float, int and the corresponding vectors is supported and tested.

Additionally, this library supports basic access methods for CMSSW TTree and TFile types, in particular conversion between Julia DataFrames and CMSSW TTrees.

Further features could be added, but at the moment, this requires manually creating C wrappers for each function using opaque pointers, which can become unwieldy. Therefore, only the most essential CMSSW methods are wrapped at the moment.

Installation

  • Requirements: the cmsrel command must be available (must have done a proper source cmsset_default.sh, only available to members of the CMS collaboration for the time being).

To get the package first install Julia, preferrably from the git trunk (see http://julialang.org)

Then add this package to your Julia package database

Pkg.add("https://github.com/jpata/CMSSW.jl.git") Pkg.add("DataFrames") #dependencies Pkg.add("DataArrays") #dependencies

followed by

./setup.sh;make

Usage

Julia can be called with the proper libraries by using

~/.julia/CMSSW/julia

Darwin pata-macbook-3.local 13.0.0 Darwin Kernel Version 13.0.0: Thu Sep 19 22:22:27 PDT 2013; root:xnu-2422.1.72~6/RELEASE_X86_64 x86_64
Julia called through Julia+CMSSW wrapper, exe path=/Users/joosep/Documents/julia/julia
using python from /usr/bin instead of CMSSW
               _
   _       _ _(_)_     |  A fresh approach to technical computing
  (_)     | (_) (_)    |  Documentation: http://docs.julialang.org
   _ _   _| |_  __ _   |  Type "help()" to list help topics
  | | | | | | |/ _` |  |
  | | |_| | | | (_| |  |  Version 0.3.0-prerelease+1364 (2014-02-02 19:54 UTC)
 _/ |\__'_|_|_|\__'_|  |  Commit 2320f42* (2 days old master)
|__/                   |  x86_64-apple-darwin13.0.0

julia> using CMSSW
CMSSW+FWLite initialized: 5.34/01

julia> events = Events("dat/test_edm.root")
julia> for i=1:length(ev)
       		to!(ev, i)
       		pts = ev[s]
       		length(pts)>0 && println(
       			"$i pt=", join(pts, ",")
       		)
       end
   2 pt=51.711132
   7 pt=38.312836
   9 pt=39.892628
   10 pt=28.58129
   17 pt=42.227287
   18 pt=44.519432
   32 pt=55.485973
   35 pt=39.675224
   38 pt=28.06808
   42 pt=37.52404
   47 pt=53.73965
   51 pt=30.006735
   61 pt=89.722855
   62 pt=52.477253
   68 pt=79.75265
   96 pt=29.263891
   97 pt=45.09394

Troubleshooting

Generic help

Please always check and report the version hash of the main code and all the submodules using

git fetch origin; git log HEAD..origin/master --oneline; git rev-parse HEAD; git submodule status --recursive

If any of the submodule hashes contain a + in the beginning, you need to run

git submodule update --recursive

TODO

  1. Move to BinDeps
  2. Move to Clang.jl
  3. Separate CMSSW6 and CMSSW to separate repositories experiment using Cling.