source: trunk/MagicSoft/Mars/datacenter/macros/plotrundb.C@ 8401

Last change on this file since 8401 was 8212, checked in by tbretz, 18 years ago
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1/* ======================================================================== *\
2! $Name: not supported by cvs2svn $:$Id: plotrundb.C,v 1.2 2006-11-03 10:52:36 tbretz Exp $
3! --------------------------------------------------------------------------
4!
5! *
6! * This file is part of MARS, the MAGIC Analysis and Reconstruction
7! * Software. It is distributed to you in the hope that it can be a useful
8! * and timesaving tool in analysing Data of imaging Cerenkov telescopes.
9! * It is distributed WITHOUT ANY WARRANTY.
10! *
11! * Permission to use, copy, modify and distribute this software and its
12! * documentation for any purpose is hereby granted without fee,
13! * provided that the above copyright notice appear in all copies and
14! * that both that copyright notice and this permission notice appear
15! * in supporting documentation. It is provided "as is" without express
16! * or implied warranty.
17! *
18!
19!
20! Author(s): Thomas Bretz, 05/2005 <mailto:tbretz@astro.uni-wuerzburg.de>
21! Author(s): Daniela Dorner, 05/2005 <mailto:dorner@astro.uni-wuerzburg.de>
22!
23! Copyright: MAGIC Software Development, 2000-2006
24!
25!
26\* ======================================================================== */
27
28/////////////////////////////////////////////////////////////////////////////
29//
30// plotundb.C
31// ==========
32//
33// This macro is used to read quality parameters from the DB and plot them.
34//
35// The parameters are from the following files:
36// calib*.root:mean conversion factor, mean arrival time, rms arrival time
37// (each parameter for inner and outer camera)
38// signal*.root: mean pedestal rms (for inner and outer camera)
39// star*.root: PSF, # of Muons, Effective OnTime, Muon rate,
40// Ratio MC/Data(MuonSize) and mean number of islands
41//
42// In the DB these values are stored in the tables Calibration and Star.
43//
44// Usage:
45// .x plotundb.C --> all values in the DB are plotted
46// You can chose are certain period:
47// .x plotrundb.C(25) --> all values from period 25 are plotted
48// or a time period from a certain date to a certain date
49// .x plotrundb.C("2004-11-14 00:00:00", "2005-02-28 00:00:00")
50// --> all values from 14.11.2004 0h to 28.2.2005 0h are plotted
51// or all data, but with dataset data highlighted
52// .x plotrundb.C("dataset.txt")
53// --> the sequences defined in dataset.txt are highlighted (blue:on, red:off)
54// --> You can also add a dataset-name as last argument to one of the
55// calls above
56//
57// Make sure, that database and password are corretly set in a resource
58// file called sql.rc and the resource file is found.
59//
60/////////////////////////////////////////////////////////////////////////////
61#include <iostream>
62#include <iomanip>
63
64#include <TH1.h>
65#include <TEnv.h>
66#include <TPad.h>
67#include <TLine.h>
68#include <TText.h>
69#include <TFrame.h>
70#include <TStyle.h>
71#include <TCanvas.h>
72#include <TPRegexp.h>
73#include <TSQLRow.h>
74#include <TSQLResult.h>
75#include <TGraphErrors.h>
76
77#include "MTime.h"
78#include "MAstro.h"
79#include "MDataSet.h"
80#include "MSQLMagic.h"
81#include "MStatusDisplay.h"
82
83class MPlot : public MParContainer
84{
85public:
86 // Possible constants to group-by (average) over a certain period
87 enum GroupBy_t
88 {
89 kNone,
90 kGroupByPrimary,
91 kGroupByHour,
92 kGroupByNight,
93 kGroupByWeek,
94 kGroupByMonth,
95 kGroupBySeason,
96 kGroupByYear
97 };
98
99private:
100 MSQLMagic &fServer; // Reference to the sql-server class
101
102 MDataSet *fDataSet; // A possible dtaset to highlite single points
103
104 TString fPrimaryDate; // The name of the data we plot
105 TString fPrimaryNumber; // The corresponding name for the key number
106 TString fSecondary; // The value versus which the second plot is made
107
108 TString fRequestFrom; // Start of a requested date range
109 TString fRequestTo; // End of a requested date range
110 Int_t fRequestPeriod; // A possible requested period
111
112 Float_t fPlotMin;
113 Float_t fPlotMax;
114
115 Float_t fHistMin;
116 Float_t fHistMax;
117
118 TString fDescription; // The description (title) of the plot
119 TString fNameTab; // The name of the tab in the display
120
121 TString fCondition; // An additional condition added to the query
122 GroupBy_t fGroupBy; // A possible Group-By flag
123
124 // --------------------------------------------------------------------------
125 //
126 // Function to plot the result of the query
127 //
128 void PlotTable(TSQLResult &res, TString name, Float_t fmin, Float_t fmax, Float_t resolution)
129 {
130 // Enable all otions in the statistics box
131 gStyle->SetOptStat(111111);
132
133 TSQLRow *row;
134
135 // Create TGraph objects
136 TGraph &gt = res.GetFieldCount()>4 ? *new TGraphErrors : *new TGraph;
137 gt.SetNameTitle(name, Form("%s vs Time", name.Data()));
138 gt.SetMarkerStyle(kFullDotMedium);
139
140 TGraph gz;
141 gz.SetNameTitle(name, Form("%s vs <Zd>", name.Data()));
142 gz.SetMarkerStyle(kFullDotMedium);
143
144 TGraph gt0, gt1;
145 gt0.SetMarkerColor(kRed);
146 gt1.SetMarkerColor(kBlue);
147 gt0.SetMarkerStyle(kFullDotLarge);
148 gt1.SetMarkerStyle(kFullDotLarge);
149
150 TGraph gz0, gz1;
151 gz0.SetMarkerColor(kRed);
152 gz1.SetMarkerColor(kBlue);
153 gz0.SetMarkerStyle(kFullDotLarge);
154 gz1.SetMarkerStyle(kFullDotLarge);
155
156 Int_t first = -1;
157 Int_t last = -1;
158
159 // Loop over the data
160 while ((row=res.Next()))
161 {
162 // Get all fields of this row
163 const char *date = (*row)[0];
164 const char *zd = (*row)[1];
165 const char *val = (*row)[2];
166 const char *snum = res.GetFieldCount()>3 ? (*row)[3] : 0;
167 const char *verr = res.GetFieldCount()>4 ? (*row)[5] : 0;
168 if (!date || !val || !zd)
169 continue;
170
171 // check if date is valid
172 MTime t(date);
173 if (!t.SetSqlDateTime(date))
174 continue;
175
176 // check if it belongs to the requested MAGIC period
177 if (fRequestPeriod>0 && MAstro::GetMagicPeriod(t.GetMjd())!=fRequestPeriod)
178 continue;
179
180 // Get axis range
181 if (first<0)
182 first = TMath::Nint(TMath::Floor(t.GetMjd()));
183 last = TMath::Nint(TMath::Ceil(t.GetMjd()));
184
185 // Convert a possible key number into a integer
186 UInt_t seq = snum ? atoi(snum) : 0;
187
188 // convert primary and secondary value into floats
189 Float_t value = atof(val);
190 Float_t zenith = atof(zd);
191
192 // If a datset is given add the point to the special TGraphs
193 // used for highliting these dates
194 if (fDataSet)
195 {
196 if (fDataSet->HasOnSequence(seq))
197 {
198 gt1.SetPoint(gt1.GetN(), t.GetAxisTime(), value);
199 gz1.SetPoint(gz1.GetN(), zenith, value);
200 }
201
202 if (fDataSet->HasOffSequence(seq))
203 {
204 gt0.SetPoint(gt0.GetN(), t.GetAxisTime(), value);
205 gz0.SetPoint(gz0.GetN(), zenith, value);
206 }
207 }
208
209 // Add Data to TGraph
210 gt.SetPoint(gt.GetN(), t.GetAxisTime(), value);
211 gz.SetPoint(gz.GetN(), zenith, value);
212
213 // Set error-bar, if one
214 if (verr)
215 static_cast<TGraphErrors&>(gt).SetPointError(gt.GetN()-1, 0, atof(verr));
216 }
217
218 // If this is done earlier the plots remain empty since root 5.12/00
219 if (fmax>fmin)
220 {
221 gt.SetMinimum(fmin);
222 gt.SetMaximum(fmax);
223 gz.SetMinimum(fmin);
224 gz.SetMaximum(fmax);
225 }
226
227 gROOT->SetSelectedPad(0);
228
229 // Create a TCanvas or open a new tab
230 TString title = fNameTab.IsNull() ? name(name.First('.')+2, name.Length()) : fNameTab;
231 TCanvas &c = fDisplay ? fDisplay->AddTab(title) : *new TCanvas;
232 // Set fillcolor, remove border and divide pad
233 c.SetFillColor(kWhite);
234 c.SetBorderMode(0);
235 c.Divide(1,2);
236
237 // Output mean and rms to console
238 cerr << setprecision(4) << setw(10) << title << ": ";
239 if (gt.GetN()==0)
240 {
241 cerr << " <empty>" << endl;
242 return;
243 }
244 cerr << setw(8) << gt.GetMean(2) << "+-" << setw(8) << gt.GetRMS(2) << " ";
245 if (gt0.GetN()>0 || gt1.GetN()>0)
246 {
247 cerr << setw(8) << gt1.GetMean(2) << "+-" << setw(8) << gt1.GetRMS(2) << " ";
248 cerr << setw(8) << gt0.GetMean(2) << "+-" << setw(8) << gt0.GetRMS(2);
249 }
250 cerr << endl;
251
252 TVirtualPad *pad = gPad;
253
254 // draw contants of pad 2 (counting starts at 0)
255 pad->cd(2);
256 gPad->SetBorderMode(0);
257 gPad->SetFrameBorderMode(0);
258 gPad->SetGridy();
259
260 gPad->SetLeftMargin(0.06);
261 gPad->SetRightMargin(0.06);
262 gPad->SetBottomMargin(0.08);
263
264 // format axis
265 TH1 *h = gt.GetHistogram();
266
267 h->SetXTitle("Time");
268 h->SetYTitle(name);
269 h->GetXaxis()->SetTimeDisplay(1);
270 h->GetYaxis()->SetTitleOffset(0.8);
271 h->GetXaxis()->SetTitleOffset(1.0);
272 h->GetXaxis()->SetLabelOffset(0.01);
273
274 // draw TGraph
275 gt.DrawClone("AP");
276 if (gt0.GetN()>0)
277 gt0.DrawClone("P");
278 if (gt1.GetN()>0)
279 gt1.DrawClone("P");
280
281 // Add lines and text showing the MAGIC periods
282 TLine l;
283 TText t;
284 Int_t num=0;
285 l.SetLineStyle(kDotted);
286 l.SetLineColor(kBlue);
287 t.SetTextColor(kBlue);
288 l.SetLineWidth(1);
289 t.SetTextSize(h->GetXaxis()->GetLabelSize());
290 t.SetTextAlign(21);
291 Int_t p0 = MAstro::GetMagicPeriod(first);
292 for (Int_t p = first; p<last; p++)
293 {
294 Int_t p1 = MAstro::GetMagicPeriod(p);
295 if (p1!=p0)
296 {
297 l.DrawLine(MTime(p).GetAxisTime(), h->GetMinimum(), MTime(p).GetAxisTime(), h->GetMaximum());
298 t.DrawText(MTime(p+15).GetAxisTime(), h->GetMaximum(), Form("%d", p1));
299 num++;
300 }
301 p0 = p1;
302 }
303 if (num<4)
304 gPad->SetGridx();
305
306 const Double_t min = fHistMin>fHistMax ? h->GetMinimum()-resolution/2 : fHistMin;
307 const Double_t max = fHistMin>fHistMax ? h->GetMaximum()+resolution/2 : fHistMax;
308
309 // Use this to save the pad with the time development to a file
310 //gPad->SaveAs(Form("plotdb-%s.eps", title.Data()));
311
312 // Go back to first (upper) pad, format it and divide it again
313 pad->cd(1);
314 gPad->SetBorderMode(0);
315 gPad->SetFrameBorderMode(0);
316 gPad->Divide(2,1);
317
318 TVirtualPad *pad2 = gPad;
319
320 // format left pad
321 pad2->cd(1);
322 gPad->SetBorderMode(0);
323 gPad->SetFrameBorderMode(0);
324 gPad->SetGridx();
325 gPad->SetGridy();
326
327 // Create histogram
328 const Int_t n = resolution>0 ? TMath::Nint((max-min)/resolution) : 50;
329
330 TH1F hist("Hist", Form("Distribution of %s", fDescription.IsNull() ? name.Data() : fDescription.Data()), n, min, max);
331 hist.SetDirectory(0);
332
333 // Fill data into histogra,
334 for (int i=0; i<gt.GetN(); i++)
335 hist.Fill(gt.GetY()[i]);
336
337 // Format histogram
338 if (fDescription.IsNull())
339 hist.SetXTitle(name);
340 hist.SetYTitle("Counts");
341
342 // plot histogram
343 hist.DrawCopy("");
344
345 // format right pad
346 pad2->cd(2);
347 gPad->SetBorderMode(0);
348 gPad->SetFrameBorderMode(0);
349 gPad->SetGridy();
350
351 // format graph
352 TH1 *h2 = gz.GetHistogram();
353
354 h2->SetXTitle("Zd");
355 h2->SetYTitle(name);
356
357 // draw graph
358 gz.DrawClone("AP");
359
360 if (gz0.GetN()>0)
361 gz0.DrawClone("P");
362 if (gz1.GetN()>0)
363 gz1.DrawClone("P");
364 }
365
366public:
367 MPlot(MSQLMagic &server) : fServer(server), fDataSet(NULL),
368 fRequestPeriod(-1), fPlotMin(0), fPlotMax(-1), fHistMin(0), fHistMax(-1), fGroupBy(kNone)
369 {
370 }
371 ~MPlot()
372 {
373 if (fDataSet)
374 delete fDataSet;
375 }
376 void SetDataSet(const TString filename)
377 {
378 if (fDataSet)
379 {
380 delete fDataSet;
381 fDataSet = NULL;
382 }
383 if (!filename.IsNull())
384 fDataSet = new MDataSet(filename);
385 }
386 void SetPlotRange(Float_t min, Float_t max, Int_t n=5) { fPlotMin = min; fPlotMax = max; }
387 void SetHistRange(Float_t min, Float_t max) { fHistMin = min; fHistMax = max; }
388 void SetRequestRange(const char *from="", const char *to="") { fRequestFrom = from; fRequestTo = to; }
389 void SetRequestPeriod(Int_t n=-1) { fRequestPeriod = n; }
390 void SetCondition(const char *cond="") { fCondition = cond; }
391 void SetDescription(const char *d, const char *t=0) { fDescription = d; fNameTab = t; }
392 void SetGroupBy(GroupBy_t b=kGroupByWeek) { fGroupBy=b; }
393 void SetPrimaryDate(const char *ts) { fPrimaryDate=ts; }
394 void SetPrimaryNumber(const char *ts) { fPrimaryNumber=ts; }
395 void SetSecondary(const char *ts) { fSecondary=ts; }
396
397 Bool_t Plot(const char *value, Float_t min=0, Float_t max=-1, Float_t resolution=0)
398 {
399 TString named = fPrimaryDate;
400 TString named2 = fSecondary;
401 TString namev = value;
402
403 TString tablev = namev(0, namev.First('.'));
404 TString valuev = namev(namev.First('.')+1, namev.Length());
405
406 TString tabled = named(0, named.First('.'));
407 TString valued = named(named.First('.')+1, named.Length());
408
409 TString query="SELECT ";
410 switch (fGroupBy)
411 {
412 case kNone:
413 case kGroupByPrimary:
414 query += valued;
415 break;
416 case kGroupByHour:
417 query += Form("DATE_FORMAT(%s, '%%Y-%%m-%%d %%H:30:00') AS %s ", fPrimaryDate.Data(), valued.Data());
418 break;
419 case kGroupByNight:
420 query += Form("DATE_FORMAT(ADDDATE(%s,Interval 12 hour), '%%Y-%%m-%%d 00:00:00') AS %s ", fPrimaryDate.Data(), valued.Data());
421 break;
422 case kGroupByWeek:
423 query += Form("DATE_FORMAT(ADDDATE(%s,Interval 12 hour), '%%x%%v') AS %s ", fPrimaryDate.Data(), valued.Data());
424 break;
425 case kGroupByMonth:
426 query += Form("DATE_FORMAT(ADDDATE(%s,Interval 12 hour), '%%Y-%%m-15 00:00:00') AS %s ", fPrimaryDate.Data(), valued.Data());
427 break;
428 case kGroupBySeason:
429 //query += Form("DATE_FORMAT(ADDDATE(%s,Interval 12 hour), '%%Y-%%m-15 00:00:00') AS %s ", fPrimaryDate.Data(), valued.Data());
430 break;
431 case kGroupByYear:
432 query += Form("DATE_FORMAT(ADDDATE(%s,Interval 12 hour), '%%Y-08-15 00:00:00') AS %s ", fPrimaryDate.Data(), valued.Data());
433 break;
434 }
435
436 if (fGroupBy==kNone)
437 {
438 query += ", ";
439 query += fSecondary;
440 query += ", ";
441 query += value;
442 query += ", ";
443 query += fPrimaryNumber;
444 query += " ";
445 }
446 else
447 {
448 query += ", AVG(";
449 query += fSecondary;
450 query += "), AVG(";
451 query += value;
452 query += "), ";
453 query += fPrimaryNumber;
454 query += ", STD(";
455 query += fSecondary;
456 query += "), STD(";
457 query += value;
458 query += ") ";
459 }
460
461 query += Form("FROM %s ", tabled.Data());
462
463 const Bool_t interval = !fRequestFrom.IsNull() && !fRequestTo.IsNull();
464
465 TString where(fCondition);
466 if (!where.IsNull())
467 where += " AND ";
468 where += "RunData.fExcludedFDAKEY=1 ";
469
470 if (interval)
471 {
472 if (!where.IsNull())
473 where += " AND ";
474 where += Form("%s BETWEEN '%s' AND '%s' ",
475 fPrimaryDate.Data(), fRequestFrom.Data(), fRequestTo.Data());
476 }
477
478 // ------------------------------
479
480 query += fServer.GetJoins(tabled, query+" "+where);
481
482 if (!where.IsNull())
483 {
484 query += "WHERE ";
485 query += where;
486 }
487
488 if (fGroupBy!=kNone)
489 {
490 query += Form("GROUP BY %s ", valued.Data());
491 //query += Form(" HAVING COUNT(%s)=(COUNT(*)+1)/2 ", valuev.Data());
492 }
493 query += Form("ORDER BY %s ", valued.Data());
494
495
496 // ------------------------------
497
498 TSQLResult *res = fServer.Query(query);
499 if (!res)
500 {
501 cout << "ERROR - Query failed: " << query << endl;
502 return kFALSE;
503 }
504
505 if (max>min)
506 PlotTable(*res, namev, min, max, resolution);
507 else
508 PlotTable(*res, namev, fPlotMin, fPlotMax, resolution);
509
510
511 delete res;
512 return kTRUE;
513 }
514};
515
516void plotall(MPlot &plot)
517{
518 plot.SetGroupBy(MPlot::kGroupByNight);
519
520 plot.SetPrimaryDate("RunData.fRunStart");
521 plot.SetPrimaryNumber("RunData.fRunNumber");
522 plot.SetSecondary("RunData.fZenithDistance");
523
524 //inner camera
525 //from calib*.root
526 plot.SetDescription("DAQ Storage Rate;R_{DAQ,S} [Hz]", "StoreRate");
527 plot.Plot("RunData.fDaqStoreRate", -0.5, 999.5, 5);
528 plot.SetDescription("DAQ Trigger Rate;R_{DAQ,T} [Hz]", "TrigRate");
529 plot.Plot("RunData.fDaqTriggerRate", -0.5, 999.5, 5);
530 plot.SetDescription("Mean Trigger Rate;<R> [Hz]", "MeanTrig");
531 plot.Plot("RunData.fMeanTriggerRate", -0.5, 999.5, 5);
532 plot.SetDescription("L2 Trigger rate after prescaler;R_{L2,P}", "Presc");
533 plot.Plot("RunData.fL2RatePresc", -0.5, 999.5, 5);
534 plot.SetDescription("L2 Trigger rate before prescaler;R_{L2,U}", "Unpresc");
535 plot.Plot("RunData.fL2RateUnpresc", -0.5, 999.5, 5);
536
537 //from signal*.root
538 plot.SetDescription("Signal Position;<T_{S}> [sl]", "PosMean");
539 plot.Plot("DataCheck.fPositionSignal", -0.5, 29.5, 1);
540 plot.SetDescription("Signal Position FWHM;\\sigma_{S} [sl]", "PosFWHM");
541 plot.Plot("DataCheck.fPositionFWHM", -0.5, 29.5, 1);
542 plot.SetDescription("Signal Height;<H_{s}> [counts]", "SigMean");
543 plot.Plot("DataCheck.fHeightSignal", -0.5, 256.5, 1);
544 plot.SetDescription("Signal Height FWHM;\\sigma_{H} [counts]", "SigFWHM");
545 plot.Plot("DataCheck.fHeightFWHM", -0.5, 155.5, 1);
546
547 plot.SetDescription("Interleaved Signal Position;<T_{S}> [sl]", "IPosMean");
548 plot.Plot("DataCheck.fPositionSignalInterlaced", -0.5, 29.5, 1);
549 plot.SetDescription("Interleaved Signal Position FWHM;\\sigma_{S} [sl]", "IPosFWHM");
550 plot.Plot("DataCheck.fPositionFWHMInterlaced", -0.5, 29.5, 1);
551 plot.SetDescription("Interleaved Signal Height;<H_{s}> [counts]", "ISigMean");
552 plot.Plot("DataCheck.fHeightSignalInterlaced", -0.5, 256.5, 1);
553 plot.SetDescription("Interleaved Signal Height FWHM;\\sigma_{H} [counts]", "ISigFWHM");
554 plot.Plot("DataCheck.fHeightFWHMInterlaced", -0.5, 155.5, 1);
555}
556
557int plotrundb(TString from, TString to, const char *dataset=0)
558{
559 TEnv env("sql.rc");
560
561 MSQLMagic serv(env);
562 if (!serv.IsConnected())
563 {
564 cout << "ERROR - Connection to database failed." << endl;
565 return 0;
566 }
567
568 cout << "plotrundb" << endl;
569 cout << "---------" << endl;
570 cout << endl;
571 cout << "Connected to " << serv.GetName() << endl;
572 cout << endl;
573
574 MStatusDisplay *d = new MStatusDisplay;
575 d->SetWindowName(serv.GetName());
576 d->SetTitle(serv.GetName());
577
578 MPlot plot(serv);
579 plot.SetDataSet(dataset);
580 plot.SetDisplay(d);
581 plot.SetRequestRange(from, to);
582 plotall(plot);
583 d->SaveAsRoot("plotrundb.root");
584 d->SaveAsPS("plotrundb.ps");
585
586 return 1;
587}
588
589int plotrundb(const char *ds)
590{
591 TEnv env("sql.rc");
592
593 MSQLMagic serv(env);
594 if (!serv.IsConnected())
595 {
596 cout << "ERROR - Connection to database failed." << endl;
597 return 0;
598 }
599
600 cout << "plotrundb" << endl;
601 cout << "---------" << endl;
602 cout << endl;
603 cout << "Connected to " << serv.GetName() << endl;
604 cout << endl;
605
606 MStatusDisplay *d = new MStatusDisplay;
607 d->SetWindowName(serv.GetName());
608 d->SetTitle(serv.GetName());
609
610 MPlot plot(serv);
611 plot.SetDataSet(ds);
612 plot.SetDisplay(d);
613 plot.SetRequestRange("", "");
614 plotall(plot);
615 d->SaveAsRoot("plotrundb.root");
616 d->SaveAsPS("plotrundb.ps");
617
618 return 1;
619}
620
621int plotrundb(Int_t period, const char *dataset="")
622{
623 TEnv env("sql.rc");
624
625 MSQLMagic serv(env);
626 if (!serv.IsConnected())
627 {
628 cout << "ERROR - Connection to database failed." << endl;
629 return 0;
630 }
631
632 cout << "plotrundb" << endl;
633 cout << "---------" << endl;
634 cout << endl;
635 cout << "Connected to " << serv.GetName() << endl;
636 cout << endl;
637
638 MStatusDisplay *d = new MStatusDisplay;
639 d->SetWindowName(serv.GetName());
640 d->SetTitle(serv.GetName());
641
642 MPlot plot(serv);
643 plot.SetDataSet(dataset);
644 plot.SetDisplay(d);
645 plot.SetRequestPeriod(period);
646 plotall(plot);
647 d->SaveAsRoot("plotrundb.root");
648 d->SaveAsPS("plotrundb.ps");
649
650 return 1;
651}
652
653int plotrundb()
654{
655 return plotrundb("", "");
656}
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