Class RooLagrangianMorphing is a implementation of the method of Effective Lagrangian Morphing, described in ATL-PHYS-PUB-2015-047.

Effective Lagrangian Morphing is a method to construct a continuous signal model in the coupling parameter space. Basic assumption is that shape and cross section of a physical distribution is proportional to it's squared matrix element. The signal model is constructed by a weighted sum over N input distributions. The calculation of the weights is based on Matrix Elements evaluated for the different input scenarios. The number of input files depends on the number of couplings in production and decay vertices, and also whether the decay and production vertices describe the same process or not.

Definition at line 79 of file RooLagrangianMorphFunc.h.

Classes
class	CacheElem

struct	Config

Public Types
typedef std::map< const std::string, FlagSet >	FlagMap

typedef std::map< const std::string, int >	FlagSet

typedef std::map< const std::string, ParamSet >	ParamMap

typedef std::map< const std::string, double >	ParamSet

Public Types inherited from RooAbsReal
enum	ErrorLoggingMode { PrintErrors , CollectErrors , CountErrors , Ignore }

typedef std::map< constRooAbsArg *, std::pair< std::string, std::list< EvalError > > >::const_iterator	EvalErrorIter

enum	ScaleType { Raw , Relative , NumEvent , RelativeExpected }

using	value_type = double

Public Types inherited from RooAbsArg
enum	CacheMode { Always =0 , NotAdvised =1 , Never =2 }

enum	ConstOpCode { Activate =0 , DeActivate =1 , ConfigChange =2 , ValueChange =3 }

enum	OperMode { Auto =0 , AClean =1 , ADirty =2 }

using	RefCountList_t = RooSTLRefCountList< RooAbsArg >

using	RefCountListLegacyIterator_t = TIteratorToSTLInterface< RefCountList_t::Container_t >

Public Types inherited from TObject
enum	{ kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 , kBitMask = 0x00ffffff }

enum	{ kSingleKey = BIT(0) , kOverwrite = BIT(1) , kWriteDelete = BIT(2) }

enum	EDeprecatedStatusBits { kObjInCanvas = BIT(3) }

enum	EStatusBits { kCanDelete = BIT(0) , kMustCleanup = BIT(3) , kIsReferenced = BIT(4) , kHasUUID = BIT(5) , kCannotPick = BIT(6) , kNoContextMenu = BIT(8) , kInvalidObject = BIT(13) }

Public Types inherited from RooPrintable
enum	ContentsOption { kName =1 , kClassName =2 , kValue =4 , kArgs =8 , kExtras =16 , kAddress =32 , kTitle =64 , kCollectionHeader =128 }

enum	StyleOption { kInline =1 , kSingleLine =2 , kStandard =3 , kVerbose =4 , kTreeStructure =5 }

Public Member Functions
	RooLagrangianMorphFunc ()

	RooLagrangianMorphFunc (const char name, const char title, const char filename, const char observableName, const RooArgSet &couplings, const RooArgSet &inputs)
	constructor with proper arguments

	RooLagrangianMorphFunc (const char name, const char title, const Config &config)
	constructor with proper arguments

	RooLagrangianMorphFunc (const RooLagrangianMorphFunc &other, const char *newName)
	copy constructor

	~RooLagrangianMorphFunc () override
	default destructor

double	analyticalIntegralWN (Int_t code, const RooArgSet normSet, const char rangeName=0) const override
	Retrieve the matrix of coefficients.

std::list< double > *	binBoundaries (RooAbsRealLValue &, double, double) const override
	retrieve the list of bin boundaries

RooAbsArg::CacheMode	canNodeBeCached () const override
	Retrieve the matrix of coefficients.

bool	checkObservables (const RooArgSet *nset) const override
	check if observable exists in the RooArgSet (-?-)

TObject *	clone (const char *newname) const override
	cloning method

void	collectInputs (TDirectory *f)
	retrieve the physics inputs

int	countContributingFormulas () const
	count the number of formulas that correspond to the current parameter set

int	countSamples (int nprod, int ndec, int nboth)
	calculate the number of samples needed to morph a bivertex, 2-2 physics process

int	countSamples (std::vector< RooArgList * > &vertices)
	calculate the number of samples needed to morph a certain physics process

std::unique_ptr< RooWrapperPdf >	createPdf () const
	(currently similar to cloning the Pdf

TH1 *	createTH1 (const std::string &name)
	retrieve a histogram output of the current morphing settings

TH1 *	createTH1 (const std::string &name, bool correlateErrors)
	retrieve a histogram output of the current morphing settings

RooArgSet	createWeights (const ParamMap &inputs, const std::vector< RooArgList * > &vertices, RooArgList &couplings)
	create only the weight formulas. static function for external usage.

RooArgSet	createWeights (const ParamMap &inputs, const std::vector< RooArgList * > &vertices, RooArgList &couplings, const FlagMap &inputFlags, const RooArgList &flags, const std::vector< RooArgList * > &nonInterfering)
	create only the weight formulas. static function for external usage.

std::map< std::string, std::string >	createWeightStrings (const ParamMap &inputs, const std::vector< RooArgList * > &vertices, RooArgList &couplings)
	create only the weight formulas. static function for external usage.

std::map< std::string, std::string >	createWeightStrings (const ParamMap &inputs, const std::vector< RooArgList * > &vertices, RooArgList &couplings, const FlagMap &flagValues, const RooArgList &flags, const std::vector< RooArgList * > &nonInterfering)
	create only the weight formulas. static function for external usage.

std::map< std::string, std::string >	createWeightStrings (const ParamMap &inputs, const std::vector< std::vector< std::string > > &vertices)
	create only the weight formulas. static function for external usage.

double	evaluate () const override
	call getVal on the internal function

double	expectedEvents () const
	return the number of expected events for the current parameter set

double	expectedEvents (const RooArgSet &nset) const
	return expected number of events for extended likelihood calculation, this is the sum of all coefficients

double	expectedEvents (const RooArgSet *nset) const
	return expected number of events for extended likelihood calculation, this is the sum of all coefficients

double	expectedUncertainty () const
	return the expected uncertainty for the current parameter set

RooAbsPdf::ExtendMode	extendMode () const
	return extended mored capabilities

bool	forceAnalyticalInt (const RooAbsArg &arg) const override
	Force analytical integration for the given observable.

Int_t	getAnalyticalIntegralWN (RooArgSet &allVars, RooArgSet &numVars, const RooArgSet normSet, const char rangeName=0) const override
	Retrieve the mat.

RooRealVar *	getBinWidth () const
	retrieve the histogram observable

double	getCondition () const
	Retrieve the condition of the coefficient matrix.

ParamSet	getCouplings () const
	retrieve a set of couplings (-?-)

const RooArgList *	getCouplingSet () const
	get the set of couplings

RooRealVar *	getFlag (const char *name) const
	retrieve the RooRealVar object incorporating the flag with the given name

RooRealSumFunc *	getFunc () const
	get the func

TMatrixD	getInvertedMatrix () const
	Retrieve the matrix of coefficients after inversion.

RooLagrangianMorphFunc *	getLinear () const

TMatrixD	getMatrix () const
	Retrieve the matrix of coefficients.

ParamSet	getMorphParameters () const
	retrieve the parameter set

ParamSet	getMorphParameters (const char *foldername) const
	retrieve the morphing parameters associated to the sample with the given name

RooRealVar *	getObservable () const
	retrieve the histogram observable

RooRealVar *	getParameter (const char *name) const
	retrieve the RooRealVar object incorporating the parameter with the given name

const RooArgSet *	getParameterSet () const
	get the set of parameters

double	getParameterValue (const char *name) const
	set one parameter to a specific value

std::vector< std::string >	getSamples () const
	return the vector of sample names, used to build the morph func

RooAbsReal *	getSampleWeight (const char *name)
	retrieve the weight (prefactor) of a sample with the given name

double	getScale ()
	get energy scale of the EFT expansion

RooProduct *	getSumElement (const char *name) const
	return the RooProduct that is the element of the RooRealSumPdfi corresponding to the given sample name

bool	hasParameter (const char *paramname) const
	check if a parameter of the given name is contained in the list of known parameters

void	insert (RooWorkspace *ws)

bool	isBinnedDistribution (const RooArgSet &obs) const override
	check if this PDF is a binned distribution in the given observable

bool	isCouplingUsed (const char *couplname)
	check if there is any morphing power provided for the given coupling morphing power is provided as soon as any two samples provide different, non-zero values for this coupling

bool	isParameterConstant (const char *paramname) const
	return true if the parameter with the given name is set constant, false otherwise

bool	isParameterUsed (const char *paramname) const
	check if there is any morphing power provided for the given parameter morphing power is provided as soon as any two samples provide different, non-zero values for this parameter

int	nParameters () const
	return the number of parameters in this morphing function

int	nPolynomials () const
	return the number of samples in this morphing function

int	nSamples () const

std::list< double > *	plotSamplingHint (RooAbsRealLValue &, double, double) const override
	retrieve the sample Hint

void	printCouplings () const
	print a set of couplings

void	printEvaluation () const
	print the contributing samples and their respective weights

void	printFlags () const
	print the flags and their current values

void	printMetaArgs (std::ostream &os) const override
	Retrieve the matrix of coefficients.

void	printParameters () const
	print the parameters and their current values

void	printParameters (const char *samplename) const
	print all the parameters and their values in the given sample to the console

void	printPhysics () const
	print the current physics values

void	printSamples () const
	print all the known samples to the console

void	printSampleWeights () const
	print the current sample weights

void	printWeights () const
	print the current sample weights

void	randomizeParameters (double z)
	randomize the parameters a bit useful to test and debug fitting

TMatrixD	readMatrixFromFile (const char *fname)
	read a matrix from a text file

TMatrixD	readMatrixFromStream (std::istream &stream)
	read a matrix from a stream

void	readParameters (TDirectory *f)
	read the parameters from the input file

bool	selfNormalized () const

void	setCacheAndTrackHints (RooArgSet &) override
	Retrieve the matrix of coefficients.

void	setFlag (const char *name, double value)
	set one flag to a specific value

void	setParameter (const char *name, double value)
	set one parameter to a specific value

void	setParameter (const char *name, double value, double min, double max)
	set one parameter to a specific value and range

void	setParameter (const char *name, double value, double min, double max, double error)
	set one parameter to a specific value and range

void	setParameterConstant (const char *paramname, bool constant) const
	call setConstant with the boolean argument provided on the parameter with the given name

void	setParameters (const char *foldername)
	set the morphing parameters to those supplied in the sample with the given name

void	setParameters (const ParamSet &params)
	retrieve a set of couplings (-?-)

void	setParameters (const RooArgList *list)
	set the morphing parameters to those supplied in the list with the given name

void	setParameters (TH1 *paramhist)
	set the morphing parameters to those supplied in the given param hist

void	setScale (double val)
	set energy scale of the EFT expansion

bool	updateCoefficients ()
	retrive the new physics objects and update the weights in the morphing function

bool	useCoefficients (const char *filename)

bool	useCoefficients (const TMatrixD &inverse)
	setup the morphing function with a predefined inverse matrix call this function before any other after creating the object

bool	writeCoefficients (const char *filename)
	write the inverse matrix to a file

void	writeMatrixToFile (const TMatrixD &matrix, const char *fname)
	write a matrix to a file

void	writeMatrixToStream (const TMatrixD &matrix, std::ostream &stream)
	write a matrix to a stream

Public Member Functions inherited from RooAbsReal
	RooAbsReal ()
	coverity[UNINIT_CTOR] Default constructor

	RooAbsReal (const char name, const char title, const char *unit="")
	Constructor with unit label.

	RooAbsReal (const char name, const char title, Double_t minVal, Double_t maxVal, const char *unit="")
	Constructor with plot range and unit label.

	RooAbsReal (const RooAbsReal &other, const char *name=0)
	Copy constructor.

virtual	~RooAbsReal ()
	Destructor.

virtual Double_t	analyticalIntegral (Int_t code, const char *rangeName=0) const
	Implements the actual analytical integral(s) advertised by getAnalyticalIntegral.

TF1 *	asTF (const RooArgList &obs, const RooArgList &pars=RooArgList(), const RooArgSet &nset=RooArgSet()) const
	Return a ROOT TF1,2,3 object bound to this RooAbsReal with given definition of observables and parameters.

RooAbsFunc *	bindVars (const RooArgSet &vars, const RooArgSet *nset=0, Bool_t clipInvalid=kFALSE) const
	Create an interface adaptor f(vars) that binds us to the specified variables (in arbitrary order).

virtual RooFitResult *	chi2FitTo (RooDataHist &data, const RooCmdArg &arg1=RooCmdArg::none(), 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())
	Perform a \( \chi^2 \) fit to given histogram.

virtual RooFitResult *	chi2FitTo (RooDataHist &data, const RooLinkedList &cmdList)
	Perform a \( \chi^2 \) fit to given histogram.

virtual RooFitResult *	chi2FitTo (RooDataSet &xydata, const RooCmdArg &arg1=RooCmdArg::none(), 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())
	Perform a 2-D \( \chi^2 \) fit using a series of x and y values stored in the dataset `xydata`.

virtual RooFitResult *	chi2FitTo (RooDataSet &xydata, const RooLinkedList &cmdList)
	Perform a 2-D \( \chi^2 \) fit using a series of x and y values stored in the dataset `xydata`.

virtual void	computeBatch (cudaStream_t , double output, size_t size, RooFit::Detail::DataMap const &) const
	Base function for computing multiple values of a RooAbsReal.

virtual RooAbsReal *	createChi2 (RooDataHist &data, const RooCmdArg &arg1=RooCmdArg::none(), 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())
	Create a \( \chi^2 \) variable from a histogram and this function.

virtual RooAbsReal *	createChi2 (RooDataHist &data, const RooLinkedList &cmdList)
	Create a \( \chi^2 \) variable from a histogram and this function.

virtual RooAbsReal *	createChi2 (RooDataSet &data, const RooCmdArg &arg1=RooCmdArg::none(), 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())
	Create a \( \chi^2 \) from a series of x and y values stored in a dataset.

virtual RooAbsReal *	createChi2 (RooDataSet &data, const RooLinkedList &cmdList)
	See RooAbsReal::createChi2(RooDataSet&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&)

RooAbsArg *	createFundamental (const char *newname=0) const
	Create a RooRealVar fundamental object with our properties.

TH1 *	createHistogram (const char *name, const RooAbsRealLValue &xvar, const RooCmdArg &arg1=RooCmdArg::none(), 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 and fill a ROOT histogram TH1, TH2 or TH3 with the values of this function.

TH1 *	createHistogram (const char *name, const RooAbsRealLValue &xvar, RooLinkedList &argList) const
	Internal method implementing createHistogram.

TH1 *	createHistogram (const char *varNameList, Int_t xbins=0, Int_t ybins=0, Int_t zbins=0) const
	Create and fill a ROOT histogram TH1, TH2 or TH3 with the values of this function for the variables with given names.

RooAbsReal *	createIntegral (const RooArgSet &iset, const char *rangeName) const
	Create integral over observables in iset in range named rangeName.

RooAbsReal *	createIntegral (const RooArgSet &iset, const RooArgSet &nset, const char *rangeName=0) const
	Create integral over observables in iset in range named rangeName with integrand normalized over observables in nset.

RooAbsReal *	createIntegral (const RooArgSet &iset, const RooArgSet &nset, const RooNumIntConfig &cfg, const char *rangeName=0) const
	Create integral over observables in iset in range named rangeName with integrand normalized over observables in nset while using specified configuration for any numeric integration.

virtual RooAbsReal *	createIntegral (const RooArgSet &iset, const RooArgSet nset=0, const RooNumIntConfig cfg=0, const char *rangeName=0) const
	Create an object that represents the integral of the function over one or more observables listed in iset.

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 `iset`.

RooAbsReal *	createIntegral (const RooArgSet &iset, const RooNumIntConfig &cfg, const char *rangeName=0) const
	Create integral over observables in iset in range named rangeName using specified configuration for any numeric integration.

RooAbsReal *	createIntRI (const RooArgSet &iset, const RooArgSet &nset=RooArgSet())
	Utility function for createRunningIntegral.

const RooAbsReal *	createPlotProjection (const RooArgSet &dependentVars, const RooArgSet projectedVars, RooArgSet &cloneSet, const char rangeName=0, const RooArgSet condObs=0) const
	Utility function for plotOn() that creates a projection of a function or p.d.f to be plotted on a RooPlot.

const RooAbsReal *	createPlotProjection (const RooArgSet &depVars, const RooArgSet &projVars, RooArgSet *&cloneSet) const
	Utility function for plotOn() that creates a projection of a function or p.d.f to be plotted on a RooPlot.

virtual RooAbsReal *	createProfile (const RooArgSet &paramsOfInterest)
	Create a RooProfileLL object that eliminates all nuisance parameters in the present function.

RooAbsReal *	createRunningIntegral (const RooArgSet &iset, const RooArgSet &nset=RooArgSet())
	Calls createRunningIntegral(const RooArgSet&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&)

RooAbsReal *	createRunningIntegral (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())
	Create an object that represents the running integral of the function over one or more observables listed in iset, i.e.

RooAbsReal *	createScanRI (const RooArgSet &iset, const RooArgSet &nset, Int_t numScanBins, Int_t intOrder)
	Utility function for createRunningIntegral that construct an object implementing the numeric scanning technique for calculating the running integral.

virtual Double_t	defaultErrorLevel () const

RooDerivative *	derivative (RooRealVar &obs, const RooArgSet &normSet, Int_t order, Double_t eps=0.001)
	Return function representing first, second or third order derivative of this function.

RooDerivative *	derivative (RooRealVar &obs, Int_t order=1, Double_t eps=0.001)
	Return function representing first, second or third order derivative of this function.

virtual void	enableOffsetting (Bool_t)

RooDataHist *	fillDataHist (RooDataHist hist, const RooArgSet nset, Double_t scaleFactor, Bool_t correctForBinVolume=kFALSE, Bool_t showProgress=kFALSE) const
	Fill a RooDataHist with values sampled from this function at the bin centers.

TH1 *	fillHistogram (TH1 hist, const RooArgList &plotVars, Double_t scaleFactor=1, const RooArgSet projectedVars=0, Bool_t scaling=kTRUE, const RooArgSet *condObs=0, Bool_t setError=kTRUE) const
	Fill the ROOT histogram 'hist' with values sampled from this function at the bin centers.

Double_t	findRoot (RooRealVar &x, Double_t xmin, Double_t xmax, Double_t yval)
	Return value of x (in range xmin,xmax) at which function equals yval.

virtual void	fixAddCoefNormalization (const RooArgSet &addNormSet=RooArgSet(), Bool_t force=kTRUE)
	Fix the interpretation of the coefficient of any RooAddPdf component in the expression tree headed by this object to the given set of observables.

virtual void	fixAddCoefRange (const char *rangeName=0, Bool_t force=kTRUE)
	Fix the interpretation of the coefficient of any RooAddPdf component in the expression tree headed by this object to the given set of observables.

virtual void	forceNumInt (Bool_t flag=kTRUE)

RooFunctor *	functor (const RooArgList &obs, const RooArgList &pars=RooArgList(), const RooArgSet &nset=RooArgSet()) const
	Return a RooFunctor object bound to this RooAbsReal with given definition of observables and parameters.

virtual Int_t	getAnalyticalIntegral (RooArgSet &allVars, RooArgSet &analVars, const char *rangeName=0) const
	Interface function getAnalyticalIntergral advertises the analytical integrals that are supported.

Bool_t	getForceNumInt () const

RooNumIntConfig *	getIntegratorConfig ()
	Return the numeric integration configuration used for this object.

const RooNumIntConfig *	getIntegratorConfig () const
	Return the numeric integration configuration used for this object.

virtual Int_t	getMaxVal (const RooArgSet &vars) const
	Advertise capability to determine maximum value of function for given set of observables.

const char *	getPlotLabel () const
	Get the label associated with the variable.

Double_t	getPropagatedError (const RooFitResult &fr, const RooArgSet &nset=RooArgSet()) const
	Calculate error on self by linearly propagating errors on parameters using the covariance matrix from a fit result.

TString	getTitle (Bool_t appendUnit=kFALSE) const
	Return this variable's title string.

const Text_t *	getUnit () const

Double_t	getVal (const RooArgSet &normalisationSet) const
	Like getVal(const RooArgSet*), but always requires an argument for normalisation.

Double_t	getVal (const RooArgSet *normalisationSet=nullptr) const
	Evaluate object.

virtual RooSpan< const double >	getValBatch (std::size_t, std::size_t, const RooArgSet *=nullptr)=delete

std::vector< double >	getValues (RooAbsData const &data, RooFit::BatchModeOption batchMode=RooFit::BatchModeOption::Cpu) const

virtual RooSpan< const double >	getValues (RooBatchCompute::RunContext &evalData, const RooArgSet *normSet=nullptr) const

virtual Double_t	getValV (const RooArgSet *normalisationSet=nullptr) const
	Return value of object.

RooMultiGenFunction *	iGenFunction (const RooArgSet &observables, const RooArgSet &nset=RooArgSet())

RooGenFunction *	iGenFunction (RooRealVar &x, const RooArgSet &nset=RooArgSet())

virtual Bool_t	isIdentical (const RooAbsArg &other, Bool_t assumeSameType=kFALSE) const

virtual Bool_t	isOffsetting () const

void	logEvalError (const char message, const char serverValueString=0) const
	Log evaluation error message.

virtual Double_t	maxVal (Int_t code) const
	Return maximum value for set of observables identified by code assigned in getMaxVal.

RooAbsMoment *	mean (RooRealVar &obs)

RooAbsMoment *	mean (RooRealVar &obs, const RooArgSet &nset)

virtual Int_t	minTrialSamples (const RooArgSet &) const

RooAbsMoment *	moment (RooRealVar &obs, const RooArgSet &normObs, Int_t order, Bool_t central, Bool_t takeRoot, Bool_t intNormObs)
	Return function representing moment of p.d.f (normalized w.r.t given observables) of given order.

RooAbsMoment *	moment (RooRealVar &obs, Int_t order, Bool_t central, Bool_t takeRoot)
	Return function representing moment of function of given order.

virtual Double_t	offset () const

RooAbsReal &	operator= (const RooAbsReal &other)
	Assign values, name and configs from another RooAbsReal.

virtual Bool_t	operator== (const RooAbsArg &other) const
	Equality operator when comparing to another RooAbsArg.

Bool_t	operator== (Double_t value) const
	Equality operator comparing to a Double_t.

virtual RooPlot *	plotOn (RooPlot *frame, const RooCmdArg &arg1=RooCmdArg(), const RooCmdArg &arg2=RooCmdArg(), const RooCmdArg &arg3=RooCmdArg(), const RooCmdArg &arg4=RooCmdArg(), const RooCmdArg &arg5=RooCmdArg(), const RooCmdArg &arg6=RooCmdArg(), const RooCmdArg &arg7=RooCmdArg(), const RooCmdArg &arg8=RooCmdArg(), const RooCmdArg &arg9=RooCmdArg(), const RooCmdArg &arg10=RooCmdArg()) const
	Plot (project) PDF on specified frame.

virtual RooPlot *	plotOn (RooPlot *frame, RooLinkedList &cmdList) const
	Internal back-end function of plotOn() with named arguments.

virtual RooPlot *	plotSliceOn (RooPlot frame, const RooArgSet &sliceSet, Option_t drawOptions="L", Double_t scaleFactor=1.0, ScaleType stype=Relative, const RooAbsData *projData=0) const

virtual void	preferredObservableScanOrder (const RooArgSet &obs, RooArgSet &orderedObs) const
	Interface method for function objects to indicate their preferred order of observables for scanning their values into a (multi-dimensional) histogram or RooDataSet.

virtual void	printMultiline (std::ostream &os, Int_t contents, Bool_t verbose=kFALSE, TString indent="") const
	Structure printing.

virtual void	printValue (std::ostream &os) const
	Print object value.

virtual Bool_t	readFromStream (std::istream &is, Bool_t compact, Bool_t verbose=kFALSE)
	Read object contents from stream (dummy for now)

void	setCachedValue (double value, bool notifyClients=true) final
	Overwrite the value stored in this object's cache.

virtual Bool_t	setData (RooAbsData &, Bool_t=kTRUE)

void	setIntegratorConfig ()
	Remove the specialized numeric integration configuration associated with this object.

void	setIntegratorConfig (const RooNumIntConfig &config)
	Set the given integrator configuration as default numeric integration configuration for this object.

void	setParameterizeIntegral (const RooArgSet &paramVars)

void	setPlotLabel (const char *label)
	Set the label associated with this variable.

void	setUnit (const char *unit)

RooAbsMoment *	sigma (RooRealVar &obs)

RooAbsMoment *	sigma (RooRealVar &obs, const RooArgSet &nset)

RooNumIntConfig *	specialIntegratorConfig () const
	Returns the specialized integrator configuration for this RooAbsReal.

RooNumIntConfig *	specialIntegratorConfig (Bool_t createOnTheFly)
	Returns the specialized integrator configuration for this RooAbsReal.

virtual void	writeToStream (std::ostream &os, Bool_t compact) const
	Write object contents to stream (dummy for now)

Public Member Functions inherited from RooAbsArg
	RooAbsArg ()
	Default constructor.

	RooAbsArg (const char name, const char title)
	Create an object with the specified name and descriptive title.

	RooAbsArg (const RooAbsArg &other, const char *name=0)
	Copy constructor transfers all boolean and string properties of the original object.

virtual	~RooAbsArg ()
	Destructor.

bool	addOwnedComponents (const RooAbsCollection &comps)
	Take ownership of the contents of 'comps'.

bool	addOwnedComponents (RooAbsCollection &&comps)
	Take ownership of the contents of 'comps'.

bool	addOwnedComponents (RooArgList &&comps)
	Take ownership of the contents of 'comps'.

template<typename... Args_t>
bool	addOwnedComponents (std::unique_ptr< Args_t >... comps)

virtual void	applyWeightSquared (bool flag)
	Disables or enables the usage of squared weights.

void	attachArgs (const RooAbsCollection &set)
	Bind this node to objects in `set`.

void	attachDataSet (const RooAbsData &set)
	Replace server nodes with names matching the dataset variable names with those data set variables, making this PDF directly dependent on the dataset.

void	attachDataStore (const RooAbsDataStore &set)
	Replace server nodes with names matching the dataset variable names with those data set variables, making this PDF directly dependent on the dataset.

const std::set< std::string > &	attributes () const

virtual bool	canComputeBatchWithCuda () const

virtual TObject *	Clone (const char *newname=0) const
	Make a clone of an object using the Streamer facility.

virtual RooAbsArg *	cloneTree (const char *newname=0) const
	Clone tree expression of objects.

Int_t	Compare (const TObject *other) const
	Utility function used by TCollection::Sort to compare contained TObjects We implement comparison by name, resulting in alphabetical sorting by object name.

std::size_t	dataToken () const
	Returns the token for retrieving results in the BatchMode. For internal use only.

virtual Int_t	defaultPrintContents (Option_t *opt) const
	Define default contents to print.

Bool_t	dependsOn (const RooAbsArg &server, const RooAbsArg *ignoreArg=0, Bool_t valueOnly=kFALSE) const
	Test whether we depend on (ie, are served by) the specified object.

Bool_t	dependsOn (const RooAbsCollection &serverList, const RooAbsArg *ignoreArg=0, Bool_t valueOnly=kFALSE) const
	Test whether we depend on (ie, are served by) any object in the specified collection.

Bool_t	dependsOnValue (const RooAbsArg &server, const RooAbsArg *ignoreArg=0) const
	Check whether this object depends on values served from the object passed as `server`.

Bool_t	dependsOnValue (const RooAbsCollection &serverList, const RooAbsArg *ignoreArg=0) const
	Check whether this object depends on values from an element in the `serverList`.

virtual std::unique_ptr< RooArgSet >	fillNormSetForServer (RooArgSet const &normSet, RooAbsArg const &server) const
	Fills a RooArgSet to be used as the normalization set for a server, given a normalization set for this RooAbsArg.

Bool_t	getAttribute (const Text_t *name) const
	Check if a named attribute is set. By default, all attributes are unset.

RooLinkedList	getCloningAncestors () const
	Return ancestors in cloning chain of this RooAbsArg.

RooArgSet *	getComponents () const
	Create a RooArgSet with all components (branch nodes) of the expression tree headed by this object.

bool	getObservables (const RooAbsCollection *depList, RooArgSet &outputSet, bool valueOnly=true) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that match any of the names the args in the supplied argset.

RooArgSet *	getObservables (const RooAbsData &data) const
	Return the observables of this pdf given the observables defined by `data`.

RooArgSet *	getObservables (const RooAbsData *data) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that match any of the names of the variable list of the supplied data set (the dependents).

RooArgSet *	getObservables (const RooArgSet &set, Bool_t valueOnly=kTRUE) const
	Given a set of possible observables, return the observables that this PDF depends on.

RooArgSet *	getObservables (const RooArgSet *depList, bool valueOnly=true) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that match any of the names the args in the supplied argset.

RooArgSet *	getParameters (const RooAbsData &data, bool stripDisconnected=true) const
	Return the parameters of this p.d.f when used in conjuction with dataset 'data'.

RooArgSet *	getParameters (const RooAbsData *data, bool stripDisconnected=true) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that don't match any of the names of the variable list of the supplied data set (the dependents).

RooArgSet *	getParameters (const RooArgSet &observables, bool stripDisconnected=true) const
	Return the parameters of the p.d.f given the provided set of observables.

RooArgSet *	getParameters (const RooArgSet *observables, bool stripDisconnected=true) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that don't match any of the names the args in the supplied argset.

virtual bool	getParameters (const RooArgSet *observables, RooArgSet &outputSet, bool stripDisconnected=true) const
	Fills a list with leaf nodes in the arg tree starting with ourself as top node that don't match any of the names the args in the supplied argset.

RooAbsProxy *	getProxy (Int_t index) const
	Return the nth proxy from the proxy list.

const Text_t *	getStringAttribute (const Text_t *key) const
	Get string attribute mapped under key 'key'.

Bool_t	getTransientAttribute (const Text_t *name) const
	Check if a named attribute is set.

RooArgSet *	getVariables (Bool_t stripDisconnected=kTRUE) const
	Return RooArgSet with all variables (tree leaf nodes of expresssion tree)

void	graphVizTree (const char fileName, const char delimiter="\n", bool useTitle=false, bool useLatex=false)
	Create a GraphViz .dot file visualizing the expression tree headed by this RooAbsArg object.

void	graphVizTree (std::ostream &os, const char *delimiter="\n", bool useTitle=false, bool useLatex=false)
	Write the GraphViz representation of the expression tree headed by this RooAbsArg object to the given ostream.

Bool_t	hasClients () const

virtual Bool_t	hasRange (const char *) const

virtual Bool_t	importWorkspaceHook (RooWorkspace &ws)

virtual Bool_t	inRange (const char *) const

virtual bool	isCategory () const

Bool_t	isCloneOf (const RooAbsArg &other) const
	Check if this object was created as a clone of 'other'.

Bool_t	isConstant () const
	Check if the "Constant" attribute is set.

virtual Bool_t	isDerived () const
	Does value or shape of this arg depend on any other arg?

virtual bool	isReducerNode () const

virtual Bool_t	IsSortable () const

Bool_t	localNoDirtyInhibit () const

const TNamed *	namePtr () const
	De-duplicated pointer to this object's name.

Int_t	numProxies () const
	Return the number of registered proxies.

Bool_t	observableOverlaps (const RooAbsData *dset, const RooAbsArg &testArg) const
	Test if any of the dependents of the arg tree (as determined by getObservables) overlaps with those of the testArg.

Bool_t	observableOverlaps (const RooArgSet *depList, const RooAbsArg &testArg) const
	Test if any of the dependents of the arg tree (as determined by getObservables) overlaps with those of the testArg.

RooAbsArg &	operator= (const RooAbsArg &other)
	Assign all boolean and string properties of the original object.

Bool_t	overlaps (const RooAbsArg &testArg, Bool_t valueOnly=kFALSE) const
	Test if any of the nodes of tree are shared with that of the given tree.

const RooArgSet *	ownedComponents () const

virtual void	Print (Option_t *options=0) const
	Print the object to the defaultPrintStream().

virtual void	printAddress (std::ostream &os) const
	Print class name of object.

virtual void	printArgs (std::ostream &os) const
	Print object arguments, ie its proxies.

virtual void	printClassName (std::ostream &os) const
	Print object class name.

void	printCompactTree (const char indent="", const char fileName=0, const char namePat=0, RooAbsArg client=0)
	Print tree structure of expression tree on stdout, or to file if filename is specified.

void	printCompactTree (std::ostream &os, const char indent="", const char namePat=0, RooAbsArg *client=0)
	Print tree structure of expression tree on given ostream.

virtual void	printCompactTreeHook (std::ostream &os, const char *ind="")
	Hook function interface for object to insert additional information when printed in the context of a tree structure.

void	printComponentTree (const char indent="", const char namePat=0, Int_t nLevel=999)
	Print tree structure of expression tree on given ostream, only branch nodes are printed.

void	printDirty (Bool_t depth=kTRUE) const
	Print information about current value dirty state information.

virtual void	printName (std::ostream &os) const
	Print object name.

virtual void	printTitle (std::ostream &os) const
	Print object title.

virtual void	printTree (std::ostream &os, TString indent="") const
	Print object tree structure.

Bool_t	recursiveCheckObservables (const RooArgSet *nset) const
	Recursively call checkObservables on all nodes in the expression tree.

void	setAttribute (const Text_t *name, Bool_t value=kTRUE)
	Set (default) or clear a named boolean attribute of this object.

void	setDataToken (std::size_t index)
	Sets the token for retrieving results in the BatchMode. For internal use only.

void	setLocalNoDirtyInhibit (Bool_t flag) const

void	SetName (const char *name)
	Set the name of the TNamed.

void	SetNameTitle (const char name, const char title)
	Set all the TNamed parameters (name and title).

void	setProhibitServerRedirect (Bool_t flag)

void	setStringAttribute (const Text_t key, const Text_t value)
	Associate string 'value' to this object under key 'key'.

void	setTransientAttribute (const Text_t *name, Bool_t value=kTRUE)
	Set (default) or clear a named boolean attribute of this object.

void	setWorkspace (RooWorkspace &ws)

const std::map< std::string, std::string > &	stringAttributes () const

const std::set< std::string > &	transientAttributes () const

TIterator *	clientIterator () const
	Retrieve a client iterator.

TIterator *	valueClientIterator () const

TIterator *	shapeClientIterator () const

TIterator *	serverIterator () const

RooFIter	valueClientMIterator () const

RooFIter	shapeClientMIterator () const

RooFIter	serverMIterator () const

RooArgSet *	getDependents (const RooArgSet &set) const

RooArgSet *	getDependents (const RooAbsData *set) const

RooArgSet *	getDependents (const RooArgSet *depList) const

Bool_t	dependentOverlaps (const RooAbsData *dset, const RooAbsArg &testArg) const

Bool_t	dependentOverlaps (const RooArgSet *depList, const RooAbsArg &testArg) const

Bool_t	checkDependents (const RooArgSet *nset) const

Bool_t	recursiveCheckDependents (const RooArgSet *nset) const

const RefCountList_t &	clients () const
	List of all clients of this object.

const RefCountList_t &	valueClients () const
	List of all value clients of this object. Value clients receive value updates.

const RefCountList_t &	shapeClients () const
	List of all shape clients of this object.

const RefCountList_t &	servers () const
	List of all servers of this object.

RooAbsArg *	findServer (const char *name) const
	Return server of `this` with name `name`. Returns nullptr if not found.

RooAbsArg *	findServer (const RooAbsArg &arg) const
	Return server of `this` that has the same name as `arg`. Returns `nullptr` if not found.

RooAbsArg *	findServer (Int_t index) const
	Return i-th server from server list.

Bool_t	isValueServer (const RooAbsArg &arg) const
	Check if `this` is serving values to `arg`.

Bool_t	isValueServer (const char *name) const
	Check if `this` is serving values to an object with name `name`.

Bool_t	isShapeServer (const RooAbsArg &arg) const
	Check if `this` is serving shape to `arg`.

Bool_t	isShapeServer (const char *name) const
	Check if `this` is serving shape to an object with name `name`.

void	leafNodeServerList (RooAbsCollection list, const RooAbsArg arg=0, Bool_t recurseNonDerived=kFALSE) const
	Fill supplied list with all leaf nodes of the arg tree, starting with ourself as top node.

void	branchNodeServerList (RooAbsCollection list, const RooAbsArg arg=0, Bool_t recurseNonDerived=kFALSE) const
	Fill supplied list with all branch nodes of the arg tree starting with ourself as top node.

void	treeNodeServerList (RooAbsCollection list, const RooAbsArg arg=0, Bool_t doBranch=kTRUE, Bool_t doLeaf=kTRUE, Bool_t valueOnly=kFALSE, Bool_t recurseNonDerived=kFALSE) const
	Fill supplied list with nodes of the arg tree, following all server links, starting with ourself as top node.

virtual Bool_t	isFundamental () const
	Is this object a fundamental type that can be added to a dataset? Fundamental-type subclasses override this method to return kTRUE.

virtual Bool_t	isLValue () const
	Is this argument an l-value, i.e., can it appear on the left-hand side of an assignment expression? LValues are also special since they can potentially be analytically integrated and generated.

Bool_t	redirectServers (const RooAbsCollection &newServerList, Bool_t mustReplaceAll=kFALSE, Bool_t nameChange=kFALSE, Bool_t isRecursionStep=kFALSE)
	Replace all direct servers of this object with the new servers in `newServerList`.

Bool_t	recursiveRedirectServers (const RooAbsCollection &newServerList, Bool_t mustReplaceAll=kFALSE, Bool_t nameChange=kFALSE, Bool_t recurseInNewSet=kTRUE)
	Recursively replace all servers with the new servers in `newSet`.

virtual bool	redirectServersHook (const RooAbsCollection &, bool, bool, bool)
	Function that is called at the end of redirectServers().

virtual void	serverNameChangeHook (const RooAbsArg , const RooAbsArg )

void	addServer (RooAbsArg &server, Bool_t valueProp=kTRUE, Bool_t shapeProp=kFALSE, std::size_t refCount=1)
	Register another RooAbsArg as a server to us, ie, declare that we depend on it.

void	addServerList (RooAbsCollection &serverList, Bool_t valueProp=kTRUE, Bool_t shapeProp=kFALSE)
	Register a list of RooAbsArg as servers to us by calling addServer() for each arg in the list.

void	replaceServer (RooAbsArg &oldServer, RooAbsArg &newServer, Bool_t valueProp, Bool_t shapeProp)
	Replace 'oldServer' with 'newServer'.

void	changeServer (RooAbsArg &server, Bool_t valueProp, Bool_t shapeProp)
	Change dirty flag propagation mask for specified server.

void	removeServer (RooAbsArg &server, Bool_t force=kFALSE)
	Unregister another RooAbsArg as a server to us, ie, declare that we no longer depend on its value and shape.

RooAbsArg *	findNewServer (const RooAbsCollection &newSet, Bool_t nameChange) const
	Find the new server in the specified set that matches the old server.

virtual void	optimizeCacheMode (const RooArgSet &observables)
	Activate cache mode optimization with given definition of observables.

virtual void	optimizeCacheMode (const RooArgSet &observables, RooArgSet &optNodes, RooLinkedList &processedNodes)
	Activate cache mode optimization with given definition of observables.

Bool_t	findConstantNodes (const RooArgSet &observables, RooArgSet &cacheList)
	Find branch nodes with all-constant parameters, and add them to the list of nodes that can be cached with a dataset in a test statistic calculation.

Bool_t	findConstantNodes (const RooArgSet &observables, RooArgSet &cacheList, RooLinkedList &processedNodes)
	Find branch nodes with all-constant parameters, and add them to the list of nodes that can be cached with a dataset in a test statistic calculation.

virtual void	constOptimizeTestStatistic (ConstOpCode opcode, Bool_t doAlsoTrackingOpt=kTRUE)
	Interface function signaling a request to perform constant term optimization.

Bool_t	isShapeDirty () const

Bool_t	isValueDirty () const

Bool_t	isValueDirtyAndClear () const

Bool_t	isValueOrShapeDirtyAndClear () const

void	registerCache (RooAbsCache &cache)
	Register RooAbsCache with this object.

void	unRegisterCache (RooAbsCache &cache)
	Unregister a RooAbsCache. Called from the RooAbsCache destructor.

Int_t	numCaches () const
	Return number of registered caches.

RooAbsCache *	getCache (Int_t index) const
	Return registered cache object by index.

OperMode	operMode () const
	Query the operation mode of this node.

void	setOperMode (OperMode mode, Bool_t recurseADirty=kTRUE)
	Set the operation mode of this node.

void	setValueDirty ()
	Mark the element dirty. This forces a re-evaluation when a value is requested.

void	setShapeDirty ()
	Notify that a shape-like property (e.g. binning) has changed.

const char *	aggregateCacheUniqueSuffix () const

virtual const char *	cacheUniqueSuffix () const

void	wireAllCaches ()

RooExpensiveObjectCache &	expensiveObjectCache () const

virtual void	setExpensiveObjectCache (RooExpensiveObjectCache &cache)

Public Member Functions inherited from TNamed
	TNamed ()

	TNamed (const char name, const char title)

	TNamed (const TNamed &named)
	TNamed copy ctor.

	TNamed (const TString &name, const TString &title)

virtual	~TNamed ()
	TNamed destructor.

virtual void	Clear (Option_t *option="")
	Set name and title to empty strings ("").

virtual void	Copy (TObject &named) const
	Copy this to obj.

virtual void	FillBuffer (char *&buffer)
	Encode TNamed into output buffer.

virtual const char *	GetName () const
	Returns name of object.

virtual const char *	GetTitle () const
	Returns title of object.

virtual ULong_t	Hash () const
	Return hash value for this object.

virtual void	ls (Option_t *option="") const
	List TNamed name and title.

TNamed &	operator= (const TNamed &rhs)
	TNamed assignment operator.

virtual void	SetTitle (const char *title="")
	Set the title of the TNamed.

virtual Int_t	Sizeof () const
	Return size of the TNamed part of the TObject.

Public Member Functions inherited from TObject
	TObject ()
	TObject constructor.

	TObject (const TObject &object)
	TObject copy ctor.

virtual	~TObject ()
	TObject destructor.

void	AbstractMethod (const char *method) const
	Use this method to implement an "abstract" method that you don't want to leave purely abstract.

virtual void	AppendPad (Option_t *option="")
	Append graphics object to current pad.

virtual void	Browse (TBrowser *b)
	Browse object. May be overridden for another default action.

ULong_t	CheckedHash ()
	Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object.

virtual const char *	ClassName () const
	Returns name of class to which the object belongs.

virtual void	Delete (Option_t *option="")
	Delete this object.

virtual Int_t	DistancetoPrimitive (Int_t px, Int_t py)
	Computes distance from point (px,py) to the object.

virtual void	Draw (Option_t *option="")
	Default Draw method for all objects.

virtual void	DrawClass () const
	Draw class inheritance tree of the class to which this object belongs.

virtual TObject *	DrawClone (Option_t *option="") const
	Draw a clone of this object in the current selected pad for instance with: `gROOT->SetSelectedPad(gPad)`.

virtual void	Dump () const
	Dump contents of object on stdout.

virtual void	Error (const char method, const char msgfmt,...) const
	Issue error message.

virtual void	Execute (const char method, const char params, Int_t *error=0)
	Execute method on this object with the given parameter string, e.g.

virtual void	Execute (TMethod method, TObjArray params, Int_t *error=0)
	Execute method on this object with parameters stored in the TObjArray.

virtual void	ExecuteEvent (Int_t event, Int_t px, Int_t py)
	Execute action corresponding to an event at (px,py).

virtual void	Fatal (const char method, const char msgfmt,...) const
	Issue fatal error message.

virtual TObject *	FindObject (const char *name) const
	Must be redefined in derived classes.

virtual TObject *	FindObject (const TObject *obj) const
	Must be redefined in derived classes.

virtual Option_t *	GetDrawOption () const
	Get option used by the graphics system to draw this object.

virtual const char *	GetIconName () const
	Returns mime type name of object.

virtual char *	GetObjectInfo (Int_t px, Int_t py) const
	Returns string containing info about the object at position (px,py).

virtual Option_t *	GetOption () const

virtual UInt_t	GetUniqueID () const
	Return the unique object id.

virtual Bool_t	HandleTimer (TTimer *timer)
	Execute action in response of a timer timing out.

Bool_t	HasInconsistentHash () const
	Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e.

virtual void	Info (const char method, const char msgfmt,...) const
	Issue info message.

virtual Bool_t	InheritsFrom (const char *classname) const
	Returns kTRUE if object inherits from class "classname".

virtual Bool_t	InheritsFrom (const TClass *cl) const
	Returns kTRUE if object inherits from TClass cl.

virtual void	Inspect () const
	Dump contents of this object in a graphics canvas.

void	InvertBit (UInt_t f)

Bool_t	IsDestructed () const
	IsDestructed.

virtual Bool_t	IsEqual (const TObject *obj) const
	Default equal comparison (objects are equal if they have the same address in memory).

virtual Bool_t	IsFolder () const
	Returns kTRUE in case object contains browsable objects (like containers or lists of other objects).

R__ALWAYS_INLINE Bool_t	IsOnHeap () const

R__ALWAYS_INLINE Bool_t	IsZombie () const

void	MayNotUse (const char *method) const
	Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary).

virtual Bool_t	Notify ()
	This method must be overridden to handle object notification.

void	Obsolete (const char method, const char asOfVers, const char *removedFromVers) const
	Use this method to declare a method obsolete.

void	operator delete (void *ptr)
	Operator delete.

void	operator delete[] (void *ptr)
	Operator delete [].

void *	operator new (size_t sz)

void *	operator new (size_t sz, void *vp)

void *	operator new[] (size_t sz)

void *	operator new[] (size_t sz, void *vp)

TObject &	operator= (const TObject &rhs)
	TObject assignment operator.

virtual void	Paint (Option_t *option="")
	This method must be overridden if a class wants to paint itself.

virtual void	Pop ()
	Pop on object drawn in a pad to the top of the display list.

virtual Int_t	Read (const char *name)
	Read contents of object with specified name from the current directory.

virtual void	RecursiveRemove (TObject *obj)
	Recursively remove this object from a list.

void	ResetBit (UInt_t f)

virtual void	SaveAs (const char filename="", Option_t option="") const
	Save this object in the file specified by filename.

virtual void	SavePrimitive (std::ostream &out, Option_t *option="")
	Save a primitive as a C++ statement(s) on output stream "out".

void	SetBit (UInt_t f)

void	SetBit (UInt_t f, Bool_t set)
	Set or unset the user status bits as specified in f.

virtual void	SetDrawOption (Option_t *option="")
	Set drawing option for object.

virtual void	SetUniqueID (UInt_t uid)
	Set the unique object id.

virtual void	SysError (const char method, const char msgfmt,...) const
	Issue system error message.

R__ALWAYS_INLINE Bool_t	TestBit (UInt_t f) const

Int_t	TestBits (UInt_t f) const

virtual void	UseCurrentStyle ()
	Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked.

virtual void	Warning (const char method, const char msgfmt,...) const
	Issue warning message.

virtual Int_t	Write (const char *name=0, Int_t option=0, Int_t bufsize=0)
	Write this object to the current directory.

virtual Int_t	Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const
	Write this object to the current directory.

Public Member Functions inherited from RooPrintable
	RooPrintable ()

virtual	~RooPrintable ()

virtual StyleOption	defaultPrintStyle (Option_t *opt) const

virtual void	printExtras (std::ostream &os) const
	Interface to print extras of object.

virtual void	printStream (std::ostream &os, Int_t contents, StyleOption style, TString indent="") const
	Print description of object on ostream, printing contents set by contents integer, which is interpreted as an OR of 'enum ContentsOptions' values and in the style given by 'enum StyleOption'.

Static Public Member Functions
static std::unique_ptr< RooRatio >	makeRatio (const char name, const char title, RooArgList &nr, RooArgList &dr)
	Return the RooRatio form of products and denominators of morphing functions.

Static Public Member Functions inherited from RooAbsReal
static void	clearEvalErrorLog ()
	Clear the stack of evaluation error messages.

static RooNumIntConfig *	defaultIntegratorConfig ()
	Returns the default numeric integration configuration for all RooAbsReals.

static EvalErrorIter	evalErrorIter ()

static ErrorLoggingMode	evalErrorLoggingMode ()
	Return current evaluation error logging mode.

static Bool_t	hideOffset ()

static void	logEvalError (const RooAbsReal originator, const char origName, const char message, const char serverValueString=0)
	Interface to insert remote error logging messages received by RooRealMPFE into current error loggin stream.

static Int_t	numEvalErrorItems ()

static Int_t	numEvalErrors ()
	Return the number of logged evaluation errors since the last clearing.

static void	printEvalErrors (std::ostream &os=std::cout, Int_t maxPerNode=10000000)
	Print all outstanding logged evaluation error on the given ostream.

static void	setEvalErrorLoggingMode (ErrorLoggingMode m)
	Set evaluation error logging mode.

static void	setHideOffset (Bool_t flag)

Static Public Member Functions inherited from RooAbsArg
static void	setDirtyInhibit (Bool_t flag)
	Control global dirty inhibit mode.

static void	verboseDirty (Bool_t flag)
	Activate verbose messaging related to dirty flag propagation.

Static Public Member Functions inherited from TObject
static Longptr_t	GetDtorOnly ()
	Return destructor only flag.

static Bool_t	GetObjectStat ()
	Get status of object stat flag.

static void	SetDtorOnly (void *obj)
	Set destructor only flag.

static void	SetObjectStat (Bool_t stat)
	Turn on/off tracking of objects in the TObjectTable.

Static Public Member Functions inherited from RooPrintable
static std::ostream &	defaultPrintStream (std::ostream *os=0)
	Return a reference to the current default stream to use in Print().

static void	nameFieldLength (Int_t newLen)
	Set length of field reserved from printing name of RooAbsArgs in multi-line collection printing to given amount.

Static Public Attributes
static constexpr double	implementedPrecision = RooFit::SuperFloatPrecision::digits10
	length of floating point digits precision supported by implementation.

Private Member Functions
void	addFolders (const RooArgList &folders)
	convert the RooArgList folders into a simple vector of std::string

void	disableInterference (const std::vector< const char * > &nonInterfering)
	disable interference between terms

void	disableInterferences (const std::vector< std::vector< const char * > > &nonInterfering)
	disable interference between terms

RooLagrangianMorphFunc::CacheElem *	getCache () const
	retrieve the cache object

bool	hasCache () const
	return true if a cache object is present, false otherwise

void	init ()
	initialise inputs required for the morphing function

void	setup (bool ownParams=true)
	setup this instance with the given set of operators and vertices if own=true, the class will own the operators template `<class Base>`

RooRealVar *	setupObservable (const char obsname, TClass mode, TObject *inputExample)
	setup observable, recycle existing observable if defined

void	updateSampleWeights ()
	update sample weight (-?-)

Private Attributes
RooListProxy	_binWidths

RooObjCacheManager	_cacheMgr

Config	_config

std::vector< std::vector< RooListProxy * > >	_diagrams

RooListProxy	_flags

std::vector< RooListProxy * >	_nonInterfering

RooListProxy	_observables

RooSetProxy	_operators

RooListProxy	_physics

std::map< std::string, int >	_sampleMap

double	_scale = 1.0
	The cache manager.

Additional Inherited Members
Protected Types inherited from TObject
enum	{ kOnlyPrepStep = BIT(3) }

Protected Member Functions inherited from RooAbsReal
virtual void	attachToTree (TTree &t, Int_t bufSize=32000)
	Attach object to a branch of given TTree.

virtual void	attachToVStore (RooVectorDataStore &vstore)

RooFitResult *	chi2FitDriver (RooAbsReal &fcn, RooLinkedList &cmdList)
	Internal driver function for chi2 fits.

virtual void	copyCache (const RooAbsArg *source, Bool_t valueOnly=kFALSE, Bool_t setValDirty=kTRUE)
	Copy the cached value of another RooAbsArg to our cache.

RooAbsReal *	createIntObj (const RooArgSet &iset, const RooArgSet nset, const RooNumIntConfig cfg, const char *rangeName) const
	Internal utility function for createIntegral() that creates the actual integral object.

virtual RooSpan< double >	evaluateBatch (std::size_t, std::size_t)=delete

virtual RooSpan< double >	evaluateSpan (RooBatchCompute::RunContext &evalData, const RooArgSet *normSet) const
	Evaluate this object for a batch/span of data points.

virtual void	fillTreeBranch (TTree &t)
	Fill the tree branch that associated with this object with its current value.

void	findInnerMostIntegration (const RooArgSet &allObs, RooArgSet &innerObs, const char *rangeName) const
	Utility function for createIntObj() that aids in the construct of recursive integrals over functions with multiple observables with parameterized ranges.

TString	integralNameSuffix (const RooArgSet &iset, const RooArgSet nset=0, const char rangeName=0, Bool_t omitEmpty=kFALSE) const
	Construct string with unique suffix name to give to integral object that encodes integrated observables, normalization observables and the integration range name.

Bool_t	isSelectedComp () const
	If true, the current pdf is a selected component (for use in plotting)

virtual bool	isValid () const
	Check if current value is valid.

virtual bool	isValidReal (double, bool printError=false) const
	Interface function to check if given value is a valid value for this object. Returns true unless overridden.

void	makeProjectionSet (const RooAbsArg plotVar, const RooArgSet allVars, RooArgSet &projectedVars, Bool_t silent) const
	Utility function for plotOn() that constructs the set of observables to project when plotting ourselves as function of 'plotVar'.

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a) const
	Utility function for use in getAnalyticalIntegral().

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b) const
	Utility function for use in getAnalyticalIntegral().

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b, const RooArgProxy &c) const
	Utility function for use in getAnalyticalIntegral().

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b, const RooArgProxy &c, const RooArgProxy &d) const
	Utility function for use in getAnalyticalIntegral().

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgSet &set) const
	Utility function for use in getAnalyticalIntegral().

virtual RooPlot *	plotAsymOn (RooPlot *frame, const RooAbsCategoryLValue &asymCat, PlotOpt o) const

virtual RooPlot *	plotOn (RooPlot *frame, PlotOpt o) const
	Plotting engine function for internal use.

void	plotOnCompSelect (RooArgSet *selNodes) const
	Helper function for plotting of composite p.d.fs.

RooPlot *	plotOnWithErrorBand (RooPlot frame, const RooFitResult &fr, Double_t Z, const RooArgSet params, const RooLinkedList &argList, Bool_t method1) const
	Plot function or PDF on frame with support for visualization of the uncertainty encoded in the given fit result fr.

Bool_t	plotSanityChecks (RooPlot *frame) const
	Utility function for plotOn(), perform general sanity check on frame to ensure safe plotting operations.

void	selectComp (Bool_t flag)

virtual void	selectNormalization (const RooArgSet *depSet=0, Bool_t force=kFALSE)
	Interface function to force use of a given set of observables to interpret function value.

virtual void	selectNormalizationRange (const char *rangeName=0, Bool_t force=kFALSE)
	Interface function to force use of a given normalization range to interpret function value.

virtual void	setTreeBranchStatus (TTree &t, Bool_t active)
	(De)Activate associated tree branch

virtual void	syncCache (const RooArgSet *set=0)

Double_t	traceEval (const RooArgSet *set) const
	Calculate current value of object, with error tracing wrapper.

Protected Member Functions inherited from RooAbsArg
void	attachToStore (RooAbsDataStore &store)
	Attach this argument to the data store such that it reads data from there.

TString	cleanBranchName () const
	Construct a mangled name from the actual name that is free of any math symbols that might be interpreted by TTree.

void	clearShapeDirty () const

void	clearValueAndShapeDirty () const

void	clearValueDirty () const

virtual void	getObservablesHook (const RooArgSet , RooArgSet ) const

virtual void	getParametersHook (const RooArgSet , RooArgSet , Bool_t) const

void	graphVizAddConnections (std::set< std::pair< RooAbsArg , RooAbsArg > > &)
	Utility function that inserts all point-to-point client-server connections between any two RooAbsArgs in the expression tree headed by this object in the linkSet argument.

Bool_t	inhibitDirty () const
	Delete watch flag.

virtual void	ioStreamerPass2 ()
	Method called by workspace container to finalize schema evolution issues that cannot be handled in a single ioStreamer pass.

virtual void	operModeHook ()

virtual void	optimizeDirtyHook (const RooArgSet *)

void	printAttribList (std::ostream &os) const
	Transient boolean attributes (not copied in ctor)

void	registerProxy (RooArgProxy &proxy)
	Register an RooArgProxy in the proxy list.

void	registerProxy (RooListProxy &proxy)
	Register an RooListProxy in the proxy list.

void	registerProxy (RooSetProxy &proxy)
	Register an RooSetProxy in the proxy list.

void	setProxyNormSet (const RooArgSet *nset)
	Forward a change in the cached normalization argset to all the registered proxies.

void	setShapeDirty (const RooAbsArg *source)
	Notify that a shape-like property (e.g. binning) has changed.

void	setValueDirty (const RooAbsArg *source)
	Force element to re-evaluate itself when a value is requested.

void	unRegisterProxy (RooArgProxy &proxy)
	Remove proxy from proxy list.

void	unRegisterProxy (RooListProxy &proxy)
	Remove proxy from proxy list.

void	unRegisterProxy (RooSetProxy &proxy)
	Remove proxy from proxy list.

Protected Member Functions inherited from TObject
virtual void	DoError (int level, const char location, const char fmt, va_list va) const
	Interface to ErrorHandler (protected).

void	MakeZombie ()

Static Protected Member Functions inherited from RooAbsReal
static void	globalSelectComp (Bool_t flag)
	Global switch controlling the activation of the selectComp() functionality.

Static Protected Member Functions inherited from RooAbsArg
static void	ioStreamerPass2Finalize ()
	Method called by workspace container to finalize schema evolution issues that cannot be handled in a single ioStreamer pass.

Protected Attributes inherited from RooAbsReal
Bool_t	_forceNumInt

TString	_label

RooArgSet *	_lastNSet

Int_t	_plotBins

Double_t	_plotMax

Double_t	_plotMin

Bool_t	_selectComp

RooNumIntConfig *	_specIntegratorConfig

TString	_unit

Double_t	_value

Protected Attributes inherited from RooAbsArg
std::set< std::string >	_boolAttrib

std::set< std::string >	_boolAttribTransient

std::vector< RooAbsCache * >	_cacheList

RefCountList_t	_clientList

RefCountList_t	_clientListShape

RefCountList_t	_clientListValue

std::size_t	_dataToken = 0
	In which workspace do I live, if any.

Bool_t	_deleteWatch

RooExpensiveObjectCache *	_eocache {nullptr}
	Prohibit server redirects – Debugging tool.

Bool_t	_fast = false

Bool_t	_isConstant
	De-duplicated name pointer. This will be equal for all objects with the same name.

Bool_t	_localNoInhibitDirty
	Cached isConstant status.

RooWorkspace *	_myws
	Prevent 'AlwaysDirty' mode for this node.

const TNamed *	_namePtr

OperMode	_operMode

RooArgSet *	_ownedComponents

Bool_t	_prohibitServerRedirect
	Set of owned component.

RooRefArray	_proxyList

ProxyListCache	_proxyListCache

RefCountList_t	_serverList

Bool_t	_shapeDirty

std::map< std::string, std::string >	_stringAttrib

Bool_t	_valueDirty

Protected Attributes inherited from TNamed
TString	fName

TString	fTitle

Static Protected Attributes inherited from RooAbsReal
static Bool_t	_globalSelectComp = false
	Component selection flag for RooAbsPdf::plotCompOn.

static Bool_t	_hideOffset = kTRUE

Static Protected Attributes inherited from RooAbsArg
static Bool_t	_inhibitDirty

static Bool_t	_verboseDirty
	cache of the list of proxies. Avoids type casting.

Static Protected Attributes inherited from RooPrintable
static Int_t	_nameLength

#include <RooLagrangianMorphFunc.h>

Inheritance diagram for RooLagrangianMorphFunc:

[legend]

Member Typedef Documentation

◆ FlagMap

typedef std::map<const std::string, FlagSet> RooLagrangianMorphFunc::FlagMap

Definition at line 85 of file RooLagrangianMorphFunc.h.

◆ FlagSet

typedef std::map<const std::string, int> RooLagrangianMorphFunc::FlagSet

Definition at line 83 of file RooLagrangianMorphFunc.h.

◆ ParamMap

typedef std::map<const std::string, ParamSet> RooLagrangianMorphFunc::ParamMap

Definition at line 84 of file RooLagrangianMorphFunc.h.

◆ ParamSet

typedef std::map<const std::string, double> RooLagrangianMorphFunc::ParamSet

Definition at line 82 of file RooLagrangianMorphFunc.h.

Constructor & Destructor Documentation

◆ RooLagrangianMorphFunc() [1/4]

RooLagrangianMorphFunc::RooLagrangianMorphFunc ( )

Definition at line 2019 of file RooLagrangianMorphFunc.cxx.

◆ RooLagrangianMorphFunc() [2/4]

RooLagrangianMorphFunc::RooLagrangianMorphFunc	(	const char *	name,
		const char *	title,
		const char *	filename,
		const char *	observableName,
		const RooArgSet &	couplings,
		const RooArgSet &	inputs
	)

constructor with proper arguments

Definition at line 1848 of file RooLagrangianMorphFunc.cxx.

◆ RooLagrangianMorphFunc() [3/4]

RooLagrangianMorphFunc::RooLagrangianMorphFunc	(	const char *	name,
		const char *	title,
		const Config &	config
	)

constructor with proper arguments

Definition at line 1834 of file RooLagrangianMorphFunc.cxx.

◆ RooLagrangianMorphFunc() [4/4]

RooLagrangianMorphFunc::RooLagrangianMorphFunc	(	const RooLagrangianMorphFunc &	other,
		const char *	newName
	)

copy constructor

Definition at line 1981 of file RooLagrangianMorphFunc.cxx.

◆ ~RooLagrangianMorphFunc()

RooLagrangianMorphFunc::~RooLagrangianMorphFunc ( )

override

default destructor

Definition at line 2032 of file RooLagrangianMorphFunc.cxx.

Member Function Documentation

◆ addFolders()

void RooLagrangianMorphFunc::addFolders ( const RooArgList & folders )

private

convert the RooArgList folders into a simple vector of std::string

Definition at line 1767 of file RooLagrangianMorphFunc.cxx.

◆ analyticalIntegralWN()

double RooLagrangianMorphFunc::analyticalIntegralWN	(	Int_t	code,
		const RooArgSet *	normSet,
		const char *	rangeName = `0`
	)		const

overridevirtual

Retrieve the matrix of coefficients.

Reimplemented from RooAbsReal.

Definition at line 2994 of file RooLagrangianMorphFunc.cxx.

◆ binBoundaries()

std::list< double > * RooLagrangianMorphFunc::binBoundaries	(	RooAbsRealLValue &	obs,
		double	xlo,
		double	xhi
	)		const

overridevirtual

retrieve the list of bin boundaries

Reimplemented from RooAbsReal.

Definition at line 2931 of file RooLagrangianMorphFunc.cxx.

◆ canNodeBeCached()

RooAbsArg::CacheMode RooLagrangianMorphFunc::canNodeBeCached ( ) const

overridevirtual

Retrieve the matrix of coefficients.

Reimplemented from RooAbsArg.

Definition at line 3010 of file RooLagrangianMorphFunc.cxx.

◆ checkObservables()

bool RooLagrangianMorphFunc::checkObservables ( const RooArgSet * nset ) const

overridevirtual

check if observable exists in the RooArgSet (-?-)

Reimplemented from RooAbsArg.

Definition at line 2969 of file RooLagrangianMorphFunc.cxx.

◆ clone()

TObject * RooLagrangianMorphFunc::clone ( const char * newname ) const

overridevirtual

cloning method

Implements RooAbsArg.

Definition at line 2048 of file RooLagrangianMorphFunc.cxx.

◆ collectInputs()

void RooLagrangianMorphFunc::collectInputs ( TDirectory * f )

retrieve the physics inputs

Definition at line 1730 of file RooLagrangianMorphFunc.cxx.

◆ countContributingFormulas()

int RooLagrangianMorphFunc::countContributingFormulas ( ) const

count the number of formulas that correspond to the current parameter set

Definition at line 2635 of file RooLagrangianMorphFunc.cxx.

◆ countSamples() [1/2]

int RooLagrangianMorphFunc::countSamples	(	int	nprod,
		int	ndec,
		int	nboth
	)

calculate the number of samples needed to morph a bivertex, 2-2 physics process

Definition at line 2057 of file RooLagrangianMorphFunc.cxx.

◆ countSamples() [2/2]

int RooLagrangianMorphFunc::countSamples ( std::vector< RooArgList * > & vertices )

calculate the number of samples needed to morph a certain physics process

Definition at line 2084 of file RooLagrangianMorphFunc.cxx.

◆ createPdf()

std::unique_ptr< RooWrapperPdf > RooLagrangianMorphFunc::createPdf ( ) const

(currently similar to cloning the Pdf

Definition at line 2799 of file RooLagrangianMorphFunc.cxx.

◆ createTH1() [1/2]

TH1 * RooLagrangianMorphFunc::createTH1 ( const std::string & name )

retrieve a histogram output of the current morphing settings

Definition at line 2586 of file RooLagrangianMorphFunc.cxx.

◆ createTH1() [2/2]

TH1 * RooLagrangianMorphFunc::createTH1	(	const std::string &	name,
		bool	correlateErrors
	)

retrieve a histogram output of the current morphing settings

Definition at line 2594 of file RooLagrangianMorphFunc.cxx.