Abstract

We discuss a PSTuple package, which is intended for creation, accumulation and storage of histograms and tuples in psana project.

Objectives

In psana project we need in package which allows to accumulate data in form of histograms and tuples and save them in file for further analysis. Though it might be based on well-known underlying packages like HBOOK, ROOT, or HippoTuple , we prefer to use an uniform interface with abstract base class, substituting the direct interaction with underlying methods. This intermediate abstract layer provides a flexibility in implementation of new things, for example multithreding in analysis, which algorithm is not yet defined.

Interface

An example of the program interface for this histogram-tuple-management package can be presented as follows. First, the underlying (derived) package needs to be choisen and instantiated. For example for ROOT

      HManager *hMan = new RootHist("my-data-file.root"); // for ROOT

Then later in the program we may create ntuple(s) without knowing what is the underlying histogram-tuple-storage management system

      Tuple *nt = hMan->ntuple("EXP Data");

and histograms

     H1 *pHis1i = hMan->his1i("His1 int    title",100,0.,1.);
     H1 *pHis1f = hMan->his1f("His1 float  title",100,0.,1.);
     H1 *pHis1d = hMan->his1d("His1 double title",100,0.,1.);
     H2 *pHis2d = hMan->his2d("His2 double title",100,0.,1.,100,0.,1.);

When the ntuple is created, its parameters need to be defined once

      TuplePar *pBeamEnergy  = nt->parameter("beamEnergy");  // minValue, maxValue, dtype ?
      TuplePar *pBeamCurrent = nt->parameter("beamCurrent");

Then, in data processing stage, for example for each event, we may accumulate data in created histogram and ntuple objects using pointers

      pBeamEnergy ->fill(E);
      pBeamCurrent->fill(I);
      nt          ->addRow();

or parameter names

      nt         ->fill("beamEnergy", E);
      nt         ->fill("beamCurrent", I);
      nt         ->addRow();

Histograms can be accumulated using their pointers

      pHis1i     ->fill(x,[weight]);
      ...
      pHis2      ->fill(x,y,[weight]);

where we assume that all parameters like x, y, E, and I and optional weight were earlier defined.

When you are all done, write the data into a file:

      hMan->write();
      delete hMan;

Structure and content of the package

Package PSTuple contains the base abstract class and methods, which have to be implemented in derived classes for HBOOK, ROOT, HippoTuple, etc., i.e. in packages HBookTuple, RootTuple, HippoTuple, etc.

Histogramming in BABAR

#include "HepTuple/Histogram.h"
#include "HepTuple/TupleManager.h"

    HepTupleManager* manager = gblEnv->getGen()->ntupleManager();

    HepTuple *_ntuple = manager->ntuple("file-name.root");

   _ntuple->column("run",   eventID->run(), -99, "Event" );
   _ntuple->column("event", eventCounter,   -99, "Event" );

   _ntuple->dumpData();

Histogramming in CLEO

Histograms

Declare Histogram in your .h file

#include "HistogramInterface/HistogramPackage.h’’
...
HIHist1D *m_trackMom;

Define Histogram in your Processor

m_trackMom = iHistoManager.histogram("track momentum (GeV)",50, 0, 1.5);

Fill Histogram in event() method of your Processor

m_trackMom->fill(momentum);

Load Conversion Module in .tcl script

module sel RootHistogramModule
root file root_suez_style_example_data31.root
root init

NTuple

Declare Ntuple in your Processor’s .h file

#include "HistogramInterface/HistogramPackage.h’’
#include ‘‘HistogramInterface/HINtupleVarNames.h’’
...
HINtuple *m_trackTuple;

Make an enum of variable names

enum{kpx, kpy, kpz, kd0, kz0, knum_vars};

Define Ntuple in hist_book()
// make an object that holds the names of the variables in your ntuple

HINtupleVarNames knames(knum_vars);
knames.addVar(kpx,"px");
knames.addVar(kpy,"py");
knames.addVar(kpz,"pz");
knames.addVar(kd0,"d0");
knames.addVar(kz0,"z0");
m_trackTuple = iHistoManager.ntuple(1,"tracktuple",knum_vars,50000,knames.names());

Fill Ntuple in event() method

trackTuple[kpx] = px;
trackTuple[kpy] = py;
trackTuple[kpz] = pz;
trackTuple[kd0] = d0;
trackTuple[kz0] = z0;
m_trackTuple->fill(trackTuple);