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Reference Guide
PiecewiseInterpolation.cxx
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1/*****************************************************************************
2
3 *****************************************************************************/
4
5//////////////////////////////////////////////////////////////////////////////
6/** \class PiecewiseInterpolation
7 * \ingroup HistFactory
8 */
9
11
12#include "RooFit.h"
13
14#include "Riostream.h"
15#include "TBuffer.h"
16
17#include "RooAbsReal.h"
18#include "RooAbsPdf.h"
19#include "RooErrorHandler.h"
20#include "RooArgSet.h"
21#include "RooNLLVar.h"
22#include "RooChi2Var.h"
23#include "RooRealVar.h"
24#include "RooMsgService.h"
25#include "RooNumIntConfig.h"
26#include "RooTrace.h"
27
28#include <exception>
29#include <math.h>
30
31using namespace std;
32
34;
35
36
37////////////////////////////////////////////////////////////////////////////////
38
40{
43}
44
45
46
47////////////////////////////////////////////////////////////////////////////////
48
49PiecewiseInterpolation::PiecewiseInterpolation(const char* name, const char* title, const RooAbsReal& nominal,
50 const RooArgList& lowSet,
51 const RooArgList& highSet,
52 const RooArgList& paramSet,
53 Bool_t takeOwnership) :
54 RooAbsReal(name, title),
55 _nominal("!nominal","nominal value", this, (RooAbsReal&)nominal),
56 _lowSet("!lowSet","low-side variation",this),
57 _highSet("!highSet","high-side variation",this),
58 _paramSet("!paramSet","high-side variation",this),
59 _positiveDefinite(false)
60
61{
62 // Constructor with two set of RooAbsReals. The value of the function will be
63 //
64 // A = sum_i lowSet(i)*highSet(i)
65 //
66 // If takeOwnership is true the PiecewiseInterpolation object will take ownership of the arguments in sumSet
67
68 // KC: check both sizes
69 if (lowSet.getSize() != highSet.getSize()) {
70 coutE(InputArguments) << "PiecewiseInterpolation::ctor(" << GetName() << ") ERROR: input lists should be of equal length" << endl ;
72 }
73
74 RooFIter inputIter1 = lowSet.fwdIterator() ;
75 RooAbsArg* comp ;
76 while((comp = inputIter1.next())) {
77 if (!dynamic_cast<RooAbsReal*>(comp)) {
78 coutE(InputArguments) << "PiecewiseInterpolation::ctor(" << GetName() << ") ERROR: component " << comp->GetName()
79 << " in first list is not of type RooAbsReal" << endl ;
81 }
82 _lowSet.add(*comp) ;
83 if (takeOwnership) {
84 _ownedList.addOwned(*comp) ;
85 }
86 }
87
88
89 RooFIter inputIter2 = highSet.fwdIterator() ;
90 while((comp = inputIter2.next())) {
91 if (!dynamic_cast<RooAbsReal*>(comp)) {
92 coutE(InputArguments) << "PiecewiseInterpolation::ctor(" << GetName() << ") ERROR: component " << comp->GetName()
93 << " in first list is not of type RooAbsReal" << endl ;
95 }
96 _highSet.add(*comp) ;
97 if (takeOwnership) {
98 _ownedList.addOwned(*comp) ;
99 }
100 }
101
102
103 RooFIter inputIter3 = paramSet.fwdIterator() ;
104 while((comp = inputIter3.next())) {
105 if (!dynamic_cast<RooAbsReal*>(comp)) {
106 coutE(InputArguments) << "PiecewiseInterpolation::ctor(" << GetName() << ") ERROR: component " << comp->GetName()
107 << " in first list is not of type RooAbsReal" << endl ;
109 }
110 _paramSet.add(*comp) ;
111 if (takeOwnership) {
112 _ownedList.addOwned(*comp) ;
113 }
114 _interpCode.push_back(0); // default code: linear interpolation
115 }
116
117
118 // Choose special integrator by default
119 specialIntegratorConfig(kTRUE)->method1D().setLabel("RooBinIntegrator") ;
121}
122
123
124
125////////////////////////////////////////////////////////////////////////////////
126/// Copy constructor
127
129 RooAbsReal(other, name),
130 _nominal("!nominal",this,other._nominal),
131 _lowSet("!lowSet",this,other._lowSet),
132 _highSet("!highSet",this,other._highSet),
133 _paramSet("!paramSet",this,other._paramSet),
134 _positiveDefinite(other._positiveDefinite),
135 _interpCode(other._interpCode)
136{
137 // Member _ownedList is intentionally not copy-constructed -- ownership is not transferred
139}
140
141
142
143////////////////////////////////////////////////////////////////////////////////
144/// Destructor
145
147{
149}
150
151
152
153
154////////////////////////////////////////////////////////////////////////////////
155/// Calculate and return current value of self
156
158{
159 ///////////////////
160 Double_t nominal = _nominal;
161 Double_t sum(nominal) ;
162
163 for (unsigned int i=0; i < _paramSet.size(); ++i) {
164 auto param = static_cast<RooAbsReal*>(_paramSet.at(i));
165 auto low = static_cast<RooAbsReal*>(_lowSet.at(i));
166 auto high = static_cast<RooAbsReal*>(_highSet.at(i));
167 Int_t icode = _interpCode[i] ;
168
169 switch(icode) {
170 case 0: {
171 // piece-wise linear
172 if(param->getVal()>0)
173 sum += param->getVal()*(high->getVal() - nominal );
174 else
175 sum += param->getVal()*(nominal - low->getVal());
176 break ;
177 }
178 case 1: {
179 // pice-wise log
180 if(param->getVal()>=0)
181 sum *= pow(high->getVal()/nominal, +param->getVal());
182 else
183 sum *= pow(low->getVal()/nominal, -param->getVal());
184 break ;
185 }
186 case 2: {
187 // parabolic with linear
188 double a = 0.5*(high->getVal()+low->getVal())-nominal;
189 double b = 0.5*(high->getVal()-low->getVal());
190 double c = 0;
191 if(param->getVal()>1 ){
192 sum += (2*a+b)*(param->getVal()-1)+high->getVal()-nominal;
193 } else if(param->getVal()<-1 ) {
194 sum += -1*(2*a-b)*(param->getVal()+1)+low->getVal()-nominal;
195 } else {
196 sum += a*pow(param->getVal(),2) + b*param->getVal()+c;
197 }
198 break ;
199 }
200 case 3: {
201 //parabolic version of log-normal
202 double a = 0.5*(high->getVal()+low->getVal())-nominal;
203 double b = 0.5*(high->getVal()-low->getVal());
204 double c = 0;
205 if(param->getVal()>1 ){
206 sum += (2*a+b)*(param->getVal()-1)+high->getVal()-nominal;
207 } else if(param->getVal()<-1 ) {
208 sum += -1*(2*a-b)*(param->getVal()+1)+low->getVal()-nominal;
209 } else {
210 sum += a*pow(param->getVal(),2) + b*param->getVal()+c;
211 }
212 break ;
213 }
214 case 4: {
215
216 // WVE ****************************************************************
217 // WVE *** THIS CODE IS CRITICAL TO HISTFACTORY FIT CPU PERFORMANCE ***
218 // WVE *** Do not modify unless you know what you are doing... ***
219 // WVE ****************************************************************
220
221 double x = param->getVal();
222 if (x>1) {
223 sum += x*(high->getVal() - nominal );
224 } else if (x<-1) {
225 sum += x*(nominal - low->getVal());
226 } else {
227 double eps_plus = high->getVal() - nominal;
228 double eps_minus = nominal - low->getVal();
229 double S = 0.5 * (eps_plus + eps_minus);
230 double A = 0.0625 * (eps_plus - eps_minus);
231
232 //fcns+der+2nd_der are eq at bd
233
234 double val = nominal + x * (S + x * A * ( 15 + x * x * (-10 + x * x * 3 ) ) );
235
236
237 if (val < 0) val = 0;
238 sum += val-nominal;
239 }
240 break ;
241
242 // WVE ****************************************************************
243 }
244 case 5: {
245
246 double x0 = 1.0;//boundary;
247 double x = param->getVal();
248
249 if (x > x0 || x < -x0)
250 {
251 if(x>0)
252 sum += x*(high->getVal() - nominal );
253 else
254 sum += x*(nominal - low->getVal());
255 }
256 else if (nominal != 0)
257 {
258 double eps_plus = high->getVal() - nominal;
259 double eps_minus = nominal - low->getVal();
260 double S = (eps_plus + eps_minus)/2;
261 double A = (eps_plus - eps_minus)/2;
262
263 //fcns+der are eq at bd
264 double a = S;
265 double b = 3*A/(2*x0);
266 //double c = 0;
267 double d = -A/(2*x0*x0*x0);
268
269 double val = nominal + a*x + b*pow(x, 2) + 0/*c*pow(x, 3)*/ + d*pow(x, 4);
270 if (val < 0) val = 0;
271
272 //cout << "Using interp code 5, val = " << val << endl;
273
274 sum += val-nominal;
275 }
276 break ;
277 }
278 default: {
279 coutE(InputArguments) << "PiecewiseInterpolation::evaluate ERROR: " << param->GetName()
280 << " with unknown interpolation code" << icode << endl ;
281 break ;
282 }
283 }
284 }
285
286 if(_positiveDefinite && (sum<0)){
287 sum = 1e-6;
288 sum = 0;
289 // cout <<"sum < 0 forcing positive definite"<<endl;
290 // int code = 1;
291 // RooArgSet* myset = new RooArgSet();
292 // cout << "integral = " << analyticalIntegralWN(code, myset) << endl;
293 } else if(sum<0){
294 cxcoutD(Tracing) <<"PiecewiseInterpolation::evaluate - sum < 0, not forcing positive definite"<<endl;
295 }
296 return sum;
297
298}
299
300////////////////////////////////////////////////////////////////////////////////
301
303{
304 if(allVars.getSize()==1){
305 RooAbsReal* temp = const_cast<PiecewiseInterpolation*>(this);
306 temp->specialIntegratorConfig(kTRUE)->method1D().setLabel("RooBinIntegrator") ;
307 int nbins = ((RooRealVar*) allVars.first())->numBins();
308 temp->specialIntegratorConfig(kTRUE)->getConfigSection("RooBinIntegrator").setRealValue("numBins",nbins);
309 return true;
310 }else{
311 cout << "Currently BinIntegrator only knows how to deal with 1-d "<<endl;
312 return false;
313 }
314 return false;
315}
316
317////////////////////////////////////////////////////////////////////////////////
318/// Advertise that all integrals can be handled internally.
319
321 const RooArgSet* normSet, const char* /*rangeName*/) const
322{
323 /*
324 cout << "---------------------------\nin PiecewiseInterpolation get analytic integral " <<endl;
325 cout << "all vars = "<<endl;
326 allVars.Print("v");
327 cout << "anal vars = "<<endl;
328 analVars.Print("v");
329 cout << "normset vars = "<<endl;
330 if(normSet2)
331 normSet2->Print("v");
332 */
333
334
335 // Handle trivial no-integration scenario
336 if (allVars.getSize()==0) return 0 ;
337 if (_forceNumInt) return 0 ;
338
339
340 // Force using numeric integration
341 // use special numeric integrator
342 return 0;
343
344
345 // KC: check if interCode=0 for all
346 RooFIter paramIterExtra(_paramSet.fwdIterator()) ;
347 int i=0;
348 while( paramIterExtra.next() ) {
349 if(!_interpCode.empty() && _interpCode[i]!=0){
350 // can't factorize integral
351 cout <<"can't factorize integral"<<endl;
352 return 0;
353 }
354 ++i;
355 }
356
357 // Select subset of allVars that are actual dependents
358 analVars.add(allVars) ;
359 // RooArgSet* normSet = normSet2 ? getObservables(normSet2) : 0 ;
360 // RooArgSet* normSet = getObservables();
361 // RooArgSet* normSet = 0;
362
363
364 // Check if this configuration was created before
365 Int_t sterileIdx(-1) ;
366 CacheElem* cache = (CacheElem*) _normIntMgr.getObj(normSet,&analVars,&sterileIdx) ;
367 if (cache) {
368 return _normIntMgr.lastIndex()+1 ;
369 }
370
371 // Create new cache element
372 cache = new CacheElem ;
373
374 // Make list of function projection and normalization integrals
375 RooAbsReal *func ;
376 // const RooArgSet* nset = _paramList.nset() ;
377
378 // do nominal
379 func = (RooAbsReal*)(&_nominal.arg()) ;
380 RooAbsReal* funcInt = func->createIntegral(analVars) ;
381 cache->_funcIntList.addOwned(*funcInt) ;
382
383 // do variations
384 RooFIter lowIter(_lowSet.fwdIterator()) ;
385 RooFIter highIter(_highSet.fwdIterator()) ;
386 RooFIter paramIter(_paramSet.fwdIterator()) ;
387
388 // int i=0;
389 i=0;
390 while(paramIter.next() ) {
391 func = (RooAbsReal*)lowIter.next() ;
392 funcInt = func->createIntegral(analVars) ;
393 cache->_lowIntList.addOwned(*funcInt) ;
394
395 func = (RooAbsReal*)highIter.next() ;
396 funcInt = func->createIntegral(analVars) ;
397 cache->_highIntList.addOwned(*funcInt) ;
398 ++i;
399 }
400
401 // Store cache element
402 Int_t code = _normIntMgr.setObj(normSet,&analVars,(RooAbsCacheElement*)cache,0) ;
403
404 return code+1 ;
405}
406
407
408
409
410////////////////////////////////////////////////////////////////////////////////
411/// Implement analytical integrations by doing appropriate weighting from component integrals
412/// functions to integrators of components
413
414Double_t PiecewiseInterpolation::analyticalIntegralWN(Int_t code, const RooArgSet* /*normSet2*/,const char* /*rangeName*/) const
415{
416 /*
417 cout <<"Enter analytic Integral"<<endl;
418 printDirty(true);
419 // _nominal.arg().setDirtyInhibit(kTRUE) ;
420 _nominal.arg().setShapeDirty() ;
421 RooAbsReal* temp ;
422 RooFIter lowIter(_lowSet.fwdIterator()) ;
423 while((temp=(RooAbsReal*)lowIter.next())) {
424 // temp->setDirtyInhibit(kTRUE) ;
425 temp->setShapeDirty() ;
426 }
427 RooFIter highIter(_highSet.fwdIterator()) ;
428 while((temp=(RooAbsReal*)highIter.next())) {
429 // temp->setDirtyInhibit(kTRUE) ;
430 temp->setShapeDirty() ;
431 }
432 */
433
434 /*
435 RooAbsArg::setDirtyInhibit(kTRUE);
436 printDirty(true);
437 cout <<"done setting dirty inhibit = true"<<endl;
438
439 // old integral, only works for linear and not positive definite
440 CacheElem* cache = (CacheElem*) _normIntMgr.getObjByIndex(code-1) ;
441
442
443 std::unique_ptr<RooArgSet> vars2( getParameters(RooArgSet()) );
444 std::unique_ptr<RooArgSet> iset( _normIntMgr.nameSet2ByIndex(code-1)->select(*vars2) );
445 cout <<"iset = "<<endl;
446 iset->Print("v");
447
448 double sum = 0;
449 RooArgSet* vars = getVariables();
450 vars->remove(_paramSet);
451 _paramSet.Print("v");
452 vars->Print("v");
453 if(vars->getSize()==1){
454 RooRealVar* obs = (RooRealVar*) vars->first();
455 for(int i=0; i<obs->numBins(); ++i){
456 obs->setVal( obs->getMin() + (.5+i)*(obs->getMax()-obs->getMin())/obs->numBins());
457 sum+=evaluate()*(obs->getMax()-obs->getMin())/obs->numBins();
458 cout << "obs = " << obs->getVal() << " sum = " << sum << endl;
459 }
460 } else{
461 cout <<"only know how to deal with 1 observable right now"<<endl;
462 }
463 */
464
465 /*
466 _nominal.arg().setDirtyInhibit(kFALSE) ;
467 RooFIter lowIter2(_lowSet.fwdIterator()) ;
468 while((temp=(RooAbsReal*)lowIter2.next())) {
469 temp->setDirtyInhibit(kFALSE) ;
470 }
471 RooFIter highIter2(_highSet.fwdIterator()) ;
472 while((temp=(RooAbsReal*)highIter2.next())) {
473 temp->setDirtyInhibit(kFALSE) ;
474 }
475 */
476
477 /*
478 RooAbsArg::setDirtyInhibit(kFALSE);
479 printDirty(true);
480 cout <<"done"<<endl;
481 cout << "sum = " <<sum<<endl;
482 //return sum;
483 */
484
485 // old integral, only works for linear and not positive definite
486 CacheElem* cache = (CacheElem*) _normIntMgr.getObjByIndex(code-1) ;
487 if( cache==NULL ) {
488 std::cout << "Error: Cache Element is NULL" << std::endl;
489 throw std::exception();
490 }
491
492 // old integral, only works for linear and not positive definite
493 RooFIter funcIntIter = cache->_funcIntList.fwdIterator() ;
494 RooFIter lowIntIter = cache->_lowIntList.fwdIterator() ;
495 RooFIter highIntIter = cache->_highIntList.fwdIterator() ;
496 RooAbsReal *funcInt(0), *low(0), *high(0), *param(0) ;
497 Double_t value(0) ;
498 Double_t nominal(0);
499
500 // get nominal
501 int i=0;
502 while(( funcInt = (RooAbsReal*)funcIntIter.next())) {
503 value += funcInt->getVal() ;
504 nominal = value;
505 i++;
506 }
507 if(i==0 || i>1) { cout << "problem, wrong number of nominal functions"<<endl; }
508
509 // now get low/high variations
510 i = 0;
511 RooFIter paramIter(_paramSet.fwdIterator()) ;
512
513 // KC: old interp code with new iterator
514 while( (param=(RooAbsReal*)paramIter.next()) ) {
515 low = (RooAbsReal*)lowIntIter.next() ;
516 high = (RooAbsReal*)highIntIter.next() ;
517
518 if(param->getVal()>0) {
519 value += param->getVal()*(high->getVal() - nominal );
520 } else {
521 value += param->getVal()*(nominal - low->getVal());
522 }
523 ++i;
524 }
525
526 /* // MB : old bit of interpolation code
527 while( (param=(RooAbsReal*)_paramIter->Next()) ) {
528 low = (RooAbsReal*)lowIntIter->Next() ;
529 high = (RooAbsReal*)highIntIter->Next() ;
530
531 if(param->getVal()>0) {
532 value += param->getVal()*(high->getVal() - nominal );
533 } else {
534 value += param->getVal()*(nominal - low->getVal());
535 }
536 ++i;
537 }
538 */
539
540 /* KC: the code below is wrong. Can't pull out a constant change to a non-linear shape deformation.
541 while( (param=(RooAbsReal*)paramIter.next()) ) {
542 low = (RooAbsReal*)lowIntIter.next() ;
543 high = (RooAbsReal*)highIntIter.next() ;
544
545 if(_interpCode.empty() || _interpCode.at(i)==0){
546 // piece-wise linear
547 if(param->getVal()>0)
548 value += param->getVal()*(high->getVal() - nominal );
549 else
550 value += param->getVal()*(nominal - low->getVal());
551 } else if(_interpCode.at(i)==1){
552 // pice-wise log
553 if(param->getVal()>=0)
554 value *= pow(high->getVal()/nominal, +param->getVal());
555 else
556 value *= pow(low->getVal()/nominal, -param->getVal());
557 } else if(_interpCode.at(i)==2){
558 // parabolic with linear
559 double a = 0.5*(high->getVal()+low->getVal())-nominal;
560 double b = 0.5*(high->getVal()-low->getVal());
561 double c = 0;
562 if(param->getVal()>1 ){
563 value += (2*a+b)*(param->getVal()-1)+high->getVal()-nominal;
564 } else if(param->getVal()<-1 ) {
565 value += -1*(2*a-b)*(param->getVal()+1)+low->getVal()-nominal;
566 } else {
567 value += a*pow(param->getVal(),2) + b*param->getVal()+c;
568 }
569 } else if(_interpCode.at(i)==3){
570 //parabolic version of log-normal
571 double a = 0.5*(high->getVal()+low->getVal())-nominal;
572 double b = 0.5*(high->getVal()-low->getVal());
573 double c = 0;
574 if(param->getVal()>1 ){
575 value += (2*a+b)*(param->getVal()-1)+high->getVal()-nominal;
576 } else if(param->getVal()<-1 ) {
577 value += -1*(2*a-b)*(param->getVal()+1)+low->getVal()-nominal;
578 } else {
579 value += a*pow(param->getVal(),2) + b*param->getVal()+c;
580 }
581
582 } else {
583 coutE(InputArguments) << "PiecewiseInterpolation::analyticalIntegralWN ERROR: " << param->GetName()
584 << " with unknown interpolation code" << endl ;
585 }
586 ++i;
587 }
588 */
589
590 // cout << "value = " << value <<endl;
591 return value;
592}
593
594
595////////////////////////////////////////////////////////////////////////////////
596
598 int index = _paramSet.index(&param);
599 if(index<0){
600 coutE(InputArguments) << "PiecewiseInterpolation::setInterpCode ERROR: " << param.GetName()
601 << " is not in list" << endl ;
602 } else {
603 coutW(InputArguments) << "PiecewiseInterpolation::setInterpCode : " << param.GetName()
604 << " is now " << code << endl ;
605 _interpCode.at(index) = code;
606 }
607}
608
609
610////////////////////////////////////////////////////////////////////////////////
611
613 for(unsigned int i=0; i<_interpCode.size(); ++i){
614 _interpCode.at(i) = code;
615 }
616}
617
618
619////////////////////////////////////////////////////////////////////////////////
620
622 for(unsigned int i=0; i<_interpCode.size(); ++i){
623 coutI(InputArguments) <<"interp code for " << _paramSet.at(i)->GetName() << " = " << _interpCode.at(i) <<endl;
624 }
625}
626
627
628////////////////////////////////////////////////////////////////////////////////
629/// WVE note: assumes nominal and alternates have identical structure, must add explicit check
630
632{
633 return _nominal.arg().binBoundaries(obs,xlo,xhi) ;
634}
635
636
637////////////////////////////////////////////////////////////////////////////////
638/// WVE note: assumes nominal and alternates have identical structure, must add explicit check
639
641{
642 return _nominal.arg().isBinnedDistribution(obs) ;
643}
644
645
646
647////////////////////////////////////////////////////////////////////////////////
648
650{
651 return _nominal.arg().plotSamplingHint(obs,xlo,xhi) ;
652}
653
654////////////////////////////////////////////////////////////////////////////////
655/// Stream an object of class PiecewiseInterpolation.
656
657void PiecewiseInterpolation::Streamer(TBuffer &R__b)
658{
659 if (R__b.IsReading()) {
661 specialIntegratorConfig(kTRUE)->method1D().setLabel("RooBinIntegrator") ;
662 if (_interpCode.empty()) _interpCode.resize(_paramSet.getSize());
663 } else {
665 }
666}
667
668
669/*
670////////////////////////////////////////////////////////////////////////////////
671/// Customized printing of arguments of a PiecewiseInterpolation to more intuitively reflect the contents of the
672/// product operator construction
673
674void PiecewiseInterpolation::printMetaArgs(ostream& os) const
675{
676 _lowIter->Reset() ;
677 if (_highIter) {
678 _highIter->Reset() ;
679 }
680
681 Bool_t first(kTRUE) ;
682
683 RooAbsArg* arg1, *arg2 ;
684 if (_highSet.getSize()!=0) {
685
686 while((arg1=(RooAbsArg*)_lowIter->Next())) {
687 if (!first) {
688 os << " + " ;
689 } else {
690 first = kFALSE ;
691 }
692 arg2=(RooAbsArg*)_highIter->Next() ;
693 os << arg1->GetName() << " * " << arg2->GetName() ;
694 }
695
696 } else {
697
698 while((arg1=(RooAbsArg*)_lowIter->Next())) {
699 if (!first) {
700 os << " + " ;
701 } else {
702 first = kFALSE ;
703 }
704 os << arg1->GetName() ;
705 }
706
707 }
708
709 os << " " ;
710}
711
712*/
void Class()
Definition: Class.C:29
#define d(i)
Definition: RSha256.hxx:102
#define b(i)
Definition: RSha256.hxx:100
#define c(i)
Definition: RSha256.hxx:101
#define e(i)
Definition: RSha256.hxx:103
#define coutI(a)
Definition: RooMsgService.h:31
#define cxcoutD(a)
Definition: RooMsgService.h:79
#define coutW(a)
Definition: RooMsgService.h:33
#define coutE(a)
Definition: RooMsgService.h:34
#define TRACE_DESTROY
Definition: RooTrace.h:23
#define TRACE_CREATE
Definition: RooTrace.h:22
int Int_t
Definition: RtypesCore.h:41
bool Bool_t
Definition: RtypesCore.h:59
double Double_t
Definition: RtypesCore.h:55
const Bool_t kTRUE
Definition: RtypesCore.h:87
#define ClassImp(name)
Definition: Rtypes.h:365
char name[80]
Definition: TGX11.cxx:109
double pow(double, double)
virtual std::list< Double_t > * binBoundaries(RooAbsRealLValue &, Double_t, Double_t) const
WVE note: assumes nominal and alternates have identical structure, must add explicit check.
std::vector< int > _interpCode
Double_t analyticalIntegralWN(Int_t code, const RooArgSet *normSet, const char *rangeName=0) const
Implement analytical integrations by doing appropriate weighting from component integrals functions t...
Bool_t setBinIntegrator(RooArgSet &allVars)
RooObjCacheManager _normIntMgr
Int_t getAnalyticalIntegralWN(RooArgSet &allVars, RooArgSet &analVars, const RooArgSet *normSet, const char *rangeName=0) const
Advertise that all integrals can be handled internally.
Double_t evaluate() const
Calculate and return current value of self.
virtual std::list< Double_t > * plotSamplingHint(RooAbsRealLValue &obs, Double_t xlo, Double_t xhi) const
void setInterpCode(RooAbsReal &param, int code)
virtual ~PiecewiseInterpolation()
Destructor.
virtual Bool_t isBinnedDistribution(const RooArgSet &obs) const
WVE note: assumes nominal and alternates have identical structure, must add explicit check.
RooAbsArg is the common abstract base class for objects that represent a value (of arbitrary type) an...
Definition: RooAbsArg.h:70
RooAbsCacheElement is the abstract base class for objects to be stored in RooAbsCache cache manager o...
RooFIter fwdIterator() const R__SUGGEST_ALTERNATIVE("begin()
One-time forward iterator.
Int_t getSize() const
virtual Bool_t addOwned(RooAbsArg &var, Bool_t silent=kFALSE)
Add the specified argument to list.
Storage_t::size_type size() const
RooAbsArg * first() const
RooAbsRealLValue is the common abstract base class for objects that represent a real value that may a...
RooAbsReal is the common abstract base class for objects that represent a real value and implements f...
Definition: RooAbsReal.h:53
Bool_t _forceNumInt
Definition: RooAbsReal.h:411
virtual std::list< Double_t > * plotSamplingHint(RooAbsRealLValue &, Double_t, Double_t) const
Definition: RooAbsReal.h:297
virtual std::list< Double_t > * binBoundaries(RooAbsRealLValue &, Double_t, Double_t) const
Definition: RooAbsReal.h:296
Double_t getVal(const RooArgSet *normalisationSet=nullptr) const
Evaluate object.
Definition: RooAbsReal.h:81
RooAbsReal * createIntegral(const RooArgSet &iset, const RooCmdArg &arg1, const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none()) const
Create an object that represents the integral of the function over one or more observables listed in ...
Definition: RooAbsReal.cxx:531
RooNumIntConfig * specialIntegratorConfig() const
Returns the specialized integrator configuration for this RooAbsReal.
virtual Bool_t isBinnedDistribution(const RooArgSet &) const
Definition: RooAbsReal.h:295
RooArgList is a container object that can hold multiple RooAbsArg objects.
Definition: RooArgList.h:21
RooAbsArg * at(Int_t idx) const
Return object at given index, or nullptr if index is out of range.
Definition: RooArgList.h:88
Int_t index(const RooAbsArg *arg) const
Returns index of given arg, or -1 if arg is not in list.
Definition: RooArgList.h:73
RooArgSet is a container object that can hold multiple RooAbsArg objects.
Definition: RooArgSet.h:28
Bool_t setRealValue(const char *name, Double_t newVal=0, Bool_t verbose=kFALSE)
Set value of a RooAbsRealLValye stored in set with given name to newVal No error messages are printed...
Definition: RooArgSet.cxx:493
virtual Bool_t add(const RooAbsCollection &col, Bool_t silent=kFALSE)
Add a collection of arguments to this collection by calling add() for each element in the source coll...
Definition: RooArgSet.h:88
T * getObj(const RooArgSet *nset, Int_t *sterileIndex=0, const TNamed *isetRangeName=0)
T * getObjByIndex(Int_t index) const
Int_t lastIndex() const
Int_t setObj(const RooArgSet *nset, T *obj, const TNamed *isetRangeName=0)
virtual Bool_t setLabel(const char *label, Bool_t printError=kTRUE)
Set value by specifying the name of the desired state If printError is set, a message will be printed...
static void softAbort()
A one-time forward iterator working on RooLinkedList or RooAbsCollection.
RooAbsArg * next()
Return next element or nullptr if at end.
virtual Bool_t add(const RooAbsArg &var, Bool_t silent=kFALSE)
Reimplementation of standard RooArgList::add()
const RooArgSet & getConfigSection(const char *name) const
Retrieve configuration information specific to integrator with given name.
RooCategory & method1D()
const RooAbsReal & arg() const
Definition: RooRealProxy.h:43
RooRealVar represents a fundamental (non-derived) real valued object.
Definition: RooRealVar.h:36
Buffer base class used for serializing objects.
Definition: TBuffer.h:42
virtual Int_t ReadClassBuffer(const TClass *cl, void *pointer, const TClass *onfile_class=0)=0
Bool_t IsReading() const
Definition: TBuffer.h:85
virtual Int_t WriteClassBuffer(const TClass *cl, void *pointer)=0
virtual const char * GetName() const
Returns name of object.
Definition: TNamed.h:47
Double_t x[n]
Definition: legend1.C:17
static double A[]
RooArgSet S(const RooAbsArg &v1)
@ InputArguments
Definition: RooGlobalFunc.h:58
auto * a
Definition: textangle.C:12
static long int sum(long int i)
Definition: Factory.cxx:2258