/// \file /// \ingroup tutorial_tree /// Example of analysis class for the H1 data using code generated by MakeProxy. /// /// This file uses 4 large data sets from the H1 collaboration at DESY Hamburg. /// One can access these data sets (277 MBytes) from the standard Root web site /// at: `ftp:///root.cern.ch/root/h1analysis` /// The Physics plots below generated by this example cannot be produced when /// using smaller data sets. /// /// There are several ways to analyze data stored in a Root Tree /// - Using TTree::Draw: This is very convenient and efficient for small tasks. /// A TTree::Draw call produces one histogram at the time. The histogram /// is automatically generated. The selection expression may be specified /// in the command line. /// /// - Using the TTreeViewer: This is a graphical interface to TTree::Draw /// with the same functionality. /// /// - Using the code generated by TTree::MakeClass: In this case, the user /// creates an instance of the analysis class. They have the control over /// the event loop and he can generate an unlimited number of histograms. /// /// - Using the code generated by TTree::MakeSelector. Like for the code /// generated by TTree::MakeClass, the user can do complex analysis. /// However, they cannot control the event loop. The event loop is controlled /// by TTree::Process called by the user. This solution is illustrated /// by the current code. The advantage of this method is that it can be run /// in a parallel environment using PROOF (the Parallel Root Facility). /// /// A chain of 4 files (originally converted from PAW ntuples) is used /// to illustrate the various ways to loop on Root data sets. /// Each data set contains a Root Tree named "h42" /// /// h1analysProxy.C can be used either via TTree::Draw: /// ~~~{.cpp} /// h42->Draw("h1analysisProxy.C"); /// ~~~ /// or it can be used directly with TTree::MakeProxy, for example to generate a /// shared library. TTree::MakeProxy will generate a TSelector skeleton that /// include h1analysProxy.C: /// ~~~{.cpp} /// h42->MakeProxy("h1sel","h1analysisProxy.C"); /// ~~~ /// This produces one file: h1sel.h which does a #include "h1analysProxy.C" /// The h1sel class is derived from the Root class TSelector and can then /// be used as: /// ~~~{.cpp} /// h42->Process("h1sel.h+"); /// ~~~ /// /// The following members functions are called by the TTree::Process functions. /// - **h1analysProxy_Begin()**: Called every time a loop on the tree starts. /// a convenient place to create your histograms. /// /// - **h1analysProxy_Notify()**: This function is called at the first entry of a new Tree /// in a chain. /// - **h1analysProxy_Process()**: called to analyze each entry. /// /// - **h1analysProxy_Terminate()**: called at the end of a loop on a TTree. /// a convenient place to draw/fit your histograms. /// /// To use this file, try the following session /// ~~~{.cpp} /// Root > gROOT->Time(); ///will show RT & CPU time per command /// ~~~ /// ### Case A: Create a TChain with the 4 H1 data files /// The chain can be created by executed the short macro h1chain.C below: /// ~~~{.cpp} /// { /// TChain chain("h42"); /// chain.Add("$H1/dstarmb.root"); /// 21330730 bytes 21920 events /// chain.Add("$H1/dstarp1a.root"); /// 71464503 bytes 73243 events /// chain.Add("$H1/dstarp1b.root"); /// 83827959 bytes 85597 events /// chain.Add("$H1/dstarp2.root"); /// 100675234 bytes 103053 events /// ///where $H1 is a system symbol pointing to the H1 data directory. /// } /// ~~~ /// /// ### Case B: Loop on all events /// ~~~{.cpp} /// Root > chain.Draw("h1analysisProxy.C") /// ~~~ /// /// ### Case C: Same as B, but in addition fill the event list with selected entries. /// The event list is saved to a file "elist.root" by the Terminate function. /// To see the list of selected events, you can do elist->Print("all"). /// The selection function has selected 7525 events out of the 283813 events /// in the chain of files. (2.65 per cent) /// ~~~{.cpp} /// Root > chain.Draw("h1analysisProxy.C","","fillList") /// ~~~ /// ### Case D: Process only entries in the event list /// The event list is read from the file in elist.root generated by step C /// ~~~{.cpp} /// Root > chain.Draw("h1analysisProxy.C","","useList") /// ~~~ /// /// The commands executed with the 3 different methods B,C and D /// produce two canvases shown below: /// begin_html the Dstar plot end_html /// begin_html the Tau D0 plot end_html /// /// \macro_code /// /// \author Philippe Canal from original h1analysis.C by Rene Brun TEntryList *elist; Bool_t useList, fillList; TH1F *hdmd; TH2F *h2; void h1analysisProxy_Begin(TTree *tree) { // function called before starting the event loop // -it performs some cleanup // -it creates histograms // -it sets some initialisation for the event list //print the option specified in the Process function. TString option = GetOption(); printf("Starting (begin) h1analysis with process option: %s\n",option.Data()); //process cases with event list fillList = kFALSE; useList = kFALSE; if (fChain) fChain->SetEntryList(0); delete gDirectory->GetList()->FindObject("elist"); // case when one creates/fills the event list if (option.Contains("fillList")) { fillList = kTRUE; elist = new TEntryList("elist","H1 selection from Cut"); // Add to the input list for processing in PROOF, if needed if (fInput) { fInput->Add(new TNamed("fillList","")); fInput->Add(elist); } } else elist = 0; // case when one uses the event list generated in a previous call if (option.Contains("useList")) { useList = kTRUE; if (fInput) { tree->SetEntryList(elist); TFile f("elist.root"); elist = (TEntryList*)f.Get("elist"); if (elist) elist->SetDirectory(0); //otherwise the file destructor will delete elist } else { // Option "useList" not supported in PROOF directly Warning("Begin", "option 'useList' not supported in PROOF - ignoring"); Warning("Begin", "the entry list must be set on the chain *before* calling Process"); } } } void h1analysisProxy_SlaveBegin(TTree *tree) { // function called before starting the event loop // -it performs some cleanup // -it creates histograms // -it sets some initialisation for the entry list //initialize the Tree branch addresses Init(tree); //print the option specified in the Process function. TString option = GetOption(); printf("Starting (slave) h1analysis with process option: %s\n",option.Data()); //create histograms hdmd = new TH1F("hdmd","dm_d",40,0.13,0.17); h2 = new TH2F("h2","ptD0 vs dm_d",30,0.135,0.165,30,-3,6); fOutput->Add(hdmd); fOutput->Add(h2); //process cases with entry list fillList = kFALSE; useList = kFALSE; // case when one creates/fills the entry list if (option.Contains("fillList")) { fillList = kTRUE; // Get the list if (fInput) { if ((elist = (TEntryList *) fInput->FindObject("elist"))) // Need to clone to avoid problems when destroying the selector elist = (TEntryList *) elist->Clone(); } if (elist) fOutput->Add(elist); else fillList = kFALSE; } else elist = 0; // case when one uses the entry list generated in a previous call if (option.Contains("useList")) { useList = kTRUE; TFile f("elist.root"); elist = (TEntryList*)f.Get("elist"); if (elist) elist->SetDirectory(0); //otherwise the file destructor will delete elist if (tree) tree->SetEntryList(elist); else { // Option "useList" not supported in PROOF directly Warning("Begin", "option 'useList' not supported in PROOF - ignoring"); Warning("Begin", "the entry list must be set on the chain *before* calling Process"); } } } Double_t h1analysisProxy() { return 0; } Bool_t h1analysisProxy_Process(Long64_t entry) { // entry is the entry number in the current Tree // Selection function to select D* and D0. //in case one entry list is given in input, the selection has already been done. if (!useList) { float f1 = md0_d; float f2 = md0_d-1.8646; bool test = TMath::Abs(md0_d-1.8646) >= 0.04; if (gDebug>0) fprintf(stderr,"entry #%lld f1=%f f2=%f test=%d\n", fChain->GetReadEntry(),f1,f2,test); if (TMath::Abs(md0_d-1.8646) >= 0.04) return kFALSE; if (ptds_d <= 2.5) return kFALSE; if (TMath::Abs(etads_d) >= 1.5) return kFALSE; int cik = ik-1; //original ik used f77 convention starting at 1 int cipi = ipi-1; //original ipi used f77 convention starting at 1 f1 = nhitrp[cik]; f2 = nhitrp[cipi]; test = nhitrp[cik]*nhitrp[cipi] <= 1; if (gDebug>0) fprintf(stderr,"entry #%lld f1=%f f2=%f test=%d\n", fChain->GetReadEntry(),f1,f2,test); if (nhitrp[cik]*nhitrp[cipi] <= 1) return kFALSE; if (rend[cik] -rstart[cik] <= 22) return kFALSE; if (rend[cipi]-rstart[cipi] <= 22) return kFALSE; if (nlhk[cik] <= 0.1) return kFALSE; if (nlhpi[cipi] <= 0.1) return kFALSE; // fix because read-only if (nlhpi[ipis-1] <= 0.1) return kFALSE; if (njets < 1) return kFALSE; } // if option fillList, fill the event list if (fillList) elist->Enter(entry); //fill some histograms hdmd->Fill(dm_d); h2->Fill(dm_d,rpd0_t/0.029979*1.8646/ptd0_d); return kTRUE; } void h1analysisProxy_SlaveTerminate() { // nothing to be done printf("Terminate (slave) h1analysis\n"); } void h1analysisProxy_Terminate() { printf("Terminate (final) h1analysis\n"); // function called at the end of the event loop hdmd = dynamic_cast(fOutput->FindObject("hdmd")); h2 = dynamic_cast(fOutput->FindObject("h2")); if (hdmd == 0 || h2 == 0) { Error("Terminate", "hdmd = %p , h2 = %p", hdmd, h2); return; } //create the canvas for the h1analysis fit gStyle->SetOptFit(); TCanvas *c1 = new TCanvas("c1","h1analysis analysis",10,10,800,600); c1->SetBottomMargin(0.15); hdmd->GetXaxis()->SetTitle("m_{K#pi#pi} - m_{K#pi}[GeV/c^{2}]"); hdmd->GetXaxis()->SetTitleOffset(1.4); //fit histogram hdmd with function f5 using the log-likelihood option TF1 *f5 = new TF1("f5",fdm5,0.139,0.17,5); f5->SetParameters(1000000, .25, 2000, .1454, .001); hdmd->Fit("f5","lr"); //create the canvas for tau d0 gStyle->SetOptFit(0); gStyle->SetOptStat(1100); TCanvas *c2 = new TCanvas("c2","tauD0",100,100,800,600); c2->SetGrid(); c2->SetBottomMargin(0.15); // Project slices of 2-d histogram h2 along X , then fit each slice // with function f2 and make a histogram for each fit parameter // Note that the generated histograms are added to the list of objects // in the current directory. TF1 *f2 = new TF1("f2",fdm2,0.139,0.17,2); f2->SetParameters(10000, 10); h2->FitSlicesX(f2,0,-1,1,"qln"); TH1D *h2_1 = (TH1D*)gDirectory->Get("h2_1"); h2_1->GetXaxis()->SetTitle("#tau[ps]"); h2_1->SetMarkerStyle(21); h2_1->Draw(); c2->Update(); TLine *line = new TLine(0,0,0,c2->GetUymax()); line->Draw(); // Have the number of entries on the first histogram (to cross check when running // with entry lists) TPaveStats *psdmd = (TPaveStats *)hdmd->GetListOfFunctions()->FindObject("stats"); psdmd->SetOptStat(1110); c1->Modified(); //save the entry list to a Root file if one was produced if (fillList) { elist = dynamic_cast(fOutput->FindObject("elist")); if (elist) { TFile efile("elist.root","recreate"); elist->Write(); } else { Error("Terminate", "entry list requested but not found in output"); } } }