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ProofNtuple.C
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1/// \file
2/// \ingroup tutorial_proofntuple
3///
4/// Selector to fill a simple ntuple
5///
6/// \macro_code
7///
8/// \author Gerardo Ganis (gerardo.ganis@cern.ch)
9
10#define ProofNtuple_cxx
11
12#include "ProofNtuple.h"
13#include <TCanvas.h>
14#include <TFrame.h>
15#include <TPaveText.h>
16#include <TMath.h>
17#include <TNtuple.h>
18#include <TRandom3.h>
19#include <TROOT.h>
20#include <TString.h>
21#include <TStyle.h>
22#include <TSystem.h>
23#include <TFile.h>
24#include <TProofOutputFile.h>
25
26//_____________________________________________________________________________
27ProofNtuple::~ProofNtuple()
28{
29 // Destructor
30
31 SafeDelete(fNtp);
32 SafeDelete(fNtp2);
33 SafeDelete(fFile);
34 SafeDelete(fRandom);
35}
36
37//_____________________________________________________________________________
38void ProofNtuple::PlotNtuple(TNtuple *ntp, const char *ntptitle)
39{
40 // Make some plots from the ntuple 'ntp'
41
42 //
43 // Create a canvas, with 2 pads
44 //
45 TCanvas *c1 = new TCanvas(Form("cv-%s", ntp->GetName()), ntptitle,800,10,700,780);
46 c1->Divide(1,2);
47 TPad *pad1 = (TPad *) c1->GetPad(1);
48 TPad *pad2 = (TPad *) c1->GetPad(2);
49 //
50 // Display a function of one ntuple column imposing a condition
51 // on another column.
52 pad1->cd();
53 pad1->SetGrid();
54 pad1->SetLogy();
55 pad1->GetFrame()->SetFillColor(15);
56 ntp->SetLineColor(1);
57 ntp->SetFillStyle(1001);
58 ntp->SetFillColor(45);
59 ntp->Draw("3*px+2","px**2+py**2>1");
60 ntp->SetFillColor(38);
61 ntp->Draw("2*px+2","pz>2","same");
62 ntp->SetFillColor(5);
63 ntp->Draw("1.3*px+2","(px^2+py^2>4) && py>0","same");
64 pad1->RedrawAxis();
65
66 //
67 // Display a 3-D scatter plot of 3 columns. Superimpose a different selection.
68 pad2->cd();
69 ntp->Draw("pz:py:px","(pz<10 && pz>6)+(pz<4 && pz>3)");
70 ntp->SetMarkerColor(4);
71 ntp->Draw("pz:py:px","pz<6 && pz>4","same");
72 ntp->SetMarkerColor(5);
73 ntp->Draw("pz:py:px","pz<4 && pz>3","same");
74 TPaveText *l2 = new TPaveText(0.,0.6,0.9,0.95);
75 l2->SetFillColor(42);
76 l2->SetTextAlign(12);
77 l2->AddText("You can interactively rotate this view in 2 ways:");
78 l2->AddText(" - With the RotateCube in clicking in this pad");
79 l2->AddText(" - Selecting View with x3d in the View menu");
80 l2->Draw();
81
82 // Final update
83 c1->cd();
84 c1->Update();
85}
86
87//_____________________________________________________________________________
88void ProofNtuple::Begin(TTree * /*tree*/)
89{
90 // The Begin() function is called at the start of the query.
91 // When running with PROOF Begin() is only called on the client.
92 // The tree argument is deprecated (on PROOF 0 is passed).
93
94 TString option = GetOption();
95
96 TNamed *out = (TNamed *) fInput->FindObject("PROOF_NTUPLE_DONT_PLOT");
97 if (out) fPlotNtuple = kFALSE;
98}
99
100//_____________________________________________________________________________
101void ProofNtuple::SlaveBegin(TTree * /*tree*/)
102{
103 // The SlaveBegin() function is called after the Begin() function.
104 // When running with PROOF SlaveBegin() is called on each slave server.
105 // The tree argument is deprecated (on PROOF 0 is passed).
106
107 TString option = GetOption();
108
109 // We may be creating a dataset or a merge file: check it
110 TNamed *nm = dynamic_cast<TNamed *>(fInput->FindObject("SimpleNtuple.root"));
111 if (nm) {
112 // Just create the object
114 fProofFile = new TProofOutputFile("SimpleNtuple.root",
116 } else {
117 // For the ntuple, we use the automatic file merging facility
118 // Check if an output URL has been given
119 TNamed *out = (TNamed *) fInput->FindObject("PROOF_OUTPUTFILE_LOCATION");
120 Info("SlaveBegin", "PROOF_OUTPUTFILE_LOCATION: %s", (out ? out->GetTitle() : "undef"));
121 fProofFile = new TProofOutputFile("SimpleNtuple.root", (out ? out->GetTitle() : "M"));
122 out = (TNamed *) fInput->FindObject("PROOF_OUTPUTFILE");
123 if (out) fProofFile->SetOutputFileName(out->GetTitle());
124 }
125
126 // Open the file
127 fFile = fProofFile->OpenFile("RECREATE");
128 if (fFile && fFile->IsZombie()) SafeDelete(fFile);
129
130 // Cannot continue
131 if (!fFile) {
132 Info("SlaveBegin", "could not create '%s': instance is invalid!", fProofFile->GetName());
133 return;
134 }
135
136 // Now we create the ntuple
137 fNtp = new TNtuple("ntuple","Demo ntuple","px:py:pz:random:i");
138 // File resident
139 fNtp->SetDirectory(fFile);
140 fNtp->AutoSave();
141
142 // Now we create the second ntuple
143 fNtp2 = new TNtuple("ntuple2","Demo ntuple2","vx:vy:vz");
144 // File resident
145 fNtp2->SetDirectory(fFile);
146 fNtp2->AutoSave();
147
148 // Should we generate the random numbers or take them from the ntuple ?
149 TNamed *unr = (TNamed *) fInput->FindObject("PROOF_USE_NTP_RNDM");
150 if (unr) {
151 // Get the ntuple from the input list
152 if (!(fNtpRndm = dynamic_cast<TNtuple *>(fInput->FindObject("NtpRndm")))) {
153 Warning("SlaveBegin",
154 "asked to use rndm ntuple but 'NtpRndm' not found in the"
155 " input list! Using the random generator");
156 fInput->Print();
157 } else {
158 Info("SlaveBegin", "taking randoms from input ntuple 'NtpRndm'");
159 }
160 }
161
162 // Init the random generator, if required
163 if (!fNtpRndm) fRandom = new TRandom3(0);
164}
165
166//_____________________________________________________________________________
167Bool_t ProofNtuple::Process(Long64_t entry)
168{
169 // The Process() function is called for each entry in the tree (or possibly
170 // keyed object in the case of PROOF) to be processed. The entry argument
171 // specifies which entry in the currently loaded tree is to be processed.
172 // It can be passed to either ProofNtuple::GetEntry() or TBranch::GetEntry()
173 // to read either all or the required parts of the data. When processing
174 // keyed objects with PROOF, the object is already loaded and is available
175 // via the fObject pointer.
176 //
177 // This function should contain the "body" of the analysis. It can contain
178 // simple or elaborate selection criteria, run algorithms on the data
179 // of the event and typically fill histograms.
180 //
181 // The processing can be stopped by calling Abort().
182 //
183 // Use fStatus to set the return value of TTree::Process().
184 //
185 // The return value is currently not used.
186
187 if (!fNtp) return kTRUE;
188
189 // Fill ntuple
190 Float_t px, py, random;
191 if (fNtpRndm) {
192 // Get the entry
193 Float_t *ar = fNtpRndm->GetArgs();
194 Long64_t ent = entry % fNtpRndm->GetEntries();
195 fNtpRndm->GetEntry(ent);
196 random = ar[0];
197 px = (Float_t) TMath::ErfInverse((Double_t)(ar[1]*2 - 1.)) * TMath::Sqrt(2.);
198 py = (Float_t) TMath::ErfInverse((Double_t)(ar[2]*2 - 1.)) * TMath::Sqrt(2.);
199 } else if (fRandom) {
200 fRandom->Rannor(px,py);
201 random = fRandom->Rndm();
202 } else {
203 Abort("no way to get random numbers! Stop processing", kAbortProcess);
204 return kTRUE;
205 }
206 Float_t pz = px*px + py*py;
207 Int_t i = (Int_t) entry;
208 fNtp->Fill(px,py,pz,random,i);
209
210 if (!fNtp2) return kTRUE;
211
212 // The second ntuple
213 Float_t vz = random * 2. - 1.;
214 fNtp2->Fill(px,py,vz);
215
216 return kTRUE;
217}
218
219//_____________________________________________________________________________
220void ProofNtuple::SlaveTerminate()
221{
222 // The SlaveTerminate() function is called after all entries or objects
223 // have been processed. When running with PROOF SlaveTerminate() is called
224 // on each slave server.
225
226 // Write the ntuple to the file
227 if (fFile) {
228 if (!fNtp) {
229 Error("SlaveTerminate", "'ntuple' is undefined!");
230 return;
231 }
232 Bool_t cleanup = kFALSE;
233 TDirectory *savedir = gDirectory;
234 if (fNtp->GetEntries() > 0) {
235 fFile->cd();
236 fNtp->Write(nullptr, TObject::kOverwrite);
237 if (fNtp2 && fNtp2->GetEntries() > 0) fNtp2->Write(nullptr, TObject::kOverwrite);
238 fProofFile->Print();
239 fOutput->Add(fProofFile);
240 } else {
241 cleanup = kTRUE;
242 }
243 fNtp->SetDirectory(nullptr);
244 if (fNtp2) fNtp2->SetDirectory(nullptr);
245 gDirectory = savedir;
246 fFile->Close();
247 // Cleanup, if needed
248 if (cleanup) {
249 TUrl uf(*(fFile->GetEndpointUrl()));
250 SafeDelete(fFile);
251 gSystem->Unlink(uf.GetFile());
252 SafeDelete(fProofFile);
253 }
254 }
255}
256
257//_____________________________________________________________________________
258void ProofNtuple::Terminate()
259{
260 // The Terminate() function is the last function to be called during
261 // a query. It always runs on the client, it can be used to present
262 // the results graphically or save the results to file.
263
264 // Do nothing is not requested (dataset creation run)
265 if (!fPlotNtuple) return;
266
267 // Get the ntuple from the file
268 if ((fProofFile =
269 dynamic_cast<TProofOutputFile*>(fOutput->FindObject("SimpleNtuple.root")))) {
270
271 TString outputFile(fProofFile->GetOutputFileName());
272 TString outputName(fProofFile->GetName());
273 outputName += ".root";
274 Printf("outputFile: %s", outputFile.Data());
275
276 // Read the ntuple from the file
277 fFile = TFile::Open(outputFile);
278 if (fFile) {
279 Printf("Managed to open file: %s", outputFile.Data());
280 fNtp = (TNtuple *) fFile->Get("ntuple");
281 } else {
282 Error("Terminate", "could not open file: %s", outputFile.Data());
283 }
284 if (!fFile) return;
285
286 } else {
287 Error("Terminate", "TProofOutputFile not found");
288 return;
289 }
290
291 // Plot ntuples
292 if (fNtp) PlotNtuple(fNtp, "proof ntuple");
293
294}
Selector to fill a simple ntuple.
#define SafeDelete(p)
Definition RConfig.hxx:542
bool Bool_t
Definition RtypesCore.h:63
int Int_t
Definition RtypesCore.h:45
unsigned int UInt_t
Definition RtypesCore.h:46
float Float_t
Definition RtypesCore.h:57
constexpr Bool_t kFALSE
Definition RtypesCore.h:101
double Double_t
Definition RtypesCore.h:59
long long Long64_t
Definition RtypesCore.h:80
constexpr Bool_t kTRUE
Definition RtypesCore.h:100
#define gDirectory
Definition TDirectory.h:384
void Info(const char *location, const char *msgfmt,...)
Use this function for informational messages.
Definition TError.cxx:218
void Error(const char *location, const char *msgfmt,...)
Use this function in case an error occurred.
Definition TError.cxx:185
void Warning(const char *location, const char *msgfmt,...)
Use this function in warning situations.
Definition TError.cxx:229
Option_t Option_t option
char * Form(const char *fmt,...)
Formats a string in a circular formatting buffer.
Definition TString.cxx:2489
void Printf(const char *fmt,...)
Formats a string in a circular formatting buffer and prints the string.
Definition TString.cxx:2503
R__EXTERN TSystem * gSystem
Definition TSystem.h:555
virtual void SetFillColor(Color_t fcolor)
Set the fill area color.
Definition TAttFill.h:37
virtual void SetFillStyle(Style_t fstyle)
Set the fill area style.
Definition TAttFill.h:39
virtual void SetLineColor(Color_t lcolor)
Set the line color.
Definition TAttLine.h:40
virtual void SetMarkerColor(Color_t mcolor=1)
Set the marker color.
Definition TAttMarker.h:38
virtual void SetTextAlign(Short_t align=11)
Set the text alignment.
Definition TAttText.h:42
The Canvas class.
Definition TCanvas.h:23
Describe directory structure in memory.
Definition TDirectory.h:45
virtual void Close(Option_t *option="")
Delete all objects from memory and directory structure itself.
virtual Bool_t cd()
Change current directory to "this" directory.
static TFile * Open(const char *name, Option_t *option="", const char *ftitle="", Int_t compress=ROOT::RCompressionSetting::EDefaults::kUseCompiledDefault, Int_t netopt=0)
Create / open a file.
Definition TFile.cxx:4067
The TNamed class is the base class for all named ROOT classes.
Definition TNamed.h:29
const char * GetName() const override
Returns name of object.
Definition TNamed.h:47
const char * GetTitle() const override
Returns title of object.
Definition TNamed.h:48
A simple TTree restricted to a list of float variables only.
Definition TNtuple.h:28
@ kOverwrite
overwrite existing object with same name
Definition TObject.h:92
virtual TObject * FindObject(const char *name) const
Must be redefined in derived classes.
Definition TObject.cxx:403
The most important graphics class in the ROOT system.
Definition TPad.h:28
void SetGrid(Int_t valuex=1, Int_t valuey=1) override
Definition TPad.h:332
void SetLogy(Int_t value=1) override
Set Lin/Log scale for Y.
Definition TPad.cxx:5987
void RedrawAxis(Option_t *option="") override
Redraw the frame axis.
Definition TPad.cxx:5337
TVirtualPad * cd(Int_t subpadnumber=0) override
Set Current pad.
Definition TPad.cxx:597
TFrame * GetFrame() override
Get frame.
Definition TPad.cxx:2859
TVirtualPad * GetPad(Int_t subpadnumber) const override
Get a pointer to subpadnumber of this pad.
Definition TPad.cxx:2904
A Pave (see TPave) with text, lines or/and boxes inside.
Definition TPaveText.h:21
virtual TText * AddText(Double_t x1, Double_t y1, const char *label)
Add a new Text line to this pavetext at given coordinates.
void Draw(Option_t *option="") override
Draw this pavetext with its current attributes.
Class to steer the merging of files produced on the workers.
Random number generator class based on M.
Definition TRandom3.h:27
Basic string class.
Definition TString.h:139
virtual int Unlink(const char *name)
Unlink, i.e.
Definition TSystem.cxx:1381
A TTree represents a columnar dataset.
Definition TTree.h:79
void Draw(Option_t *opt) override
Default Draw method for all objects.
Definition TTree.h:431
This class represents a WWW compatible URL.
Definition TUrl.h:33
return c1
Definition legend1.C:41
Double_t ErfInverse(Double_t x)
Returns the inverse error function.
Definition TMath.cxx:208
Double_t Sqrt(Double_t x)
Returns the square root of x.
Definition TMath.h:662