Container class to hold N-dimensional binned data.

Each bin's central coordinates in N-dimensional space are represented by a RooArgSet containing RooRealVar, RooCategory or RooStringVar objects, thus data can be binned in real and/or discrete dimensions.

There is an unbinned equivalent, RooDataSet.

Inspecting a datahist

Inspect a datahist using Print() to get the coordinates and weight() to get the bin contents:

datahist->Print("V");
datahist->get(0)->Print("V"); std::cout << "w=" << datahist->weight(0) << std::endl;
datahist->get(1)->Print("V"); std::cout << "w=" << datahist->weight(1) << std::endl;
...

Plotting data.

See RooAbsData::plotOn().

Creating a datahist using RDataFrame

See also: RooAbsDataHelper, rf408_RDataFrameToRooFit.C

PyROOT

Constructor of RooDataHist takes a RooCmdArg as argument also supports keyword arguments. For example, the following code is equivalent in PyROOT:

# Directly passing a RooCmdArg:
dh = ROOT.RooDataHist("dh", "dh", ROOT.RooArgList(x), ROOT.RooFit.Import("SampleA", histo))
 
# With keyword arguments:
dh = ROOT.RooDataHist("dh", "dh", ROOT.RooArgList(x), Import=("SampleA", histo))

Definition at line 40 of file RooDataHist.h.

Classes
struct	VarInfo
	Structure to cache information on the histogram variable that is frequently used for histogram weights retrieval. More...

Public Member Functions
	RooDataHist ()
	Default constructor.

	RooDataHist (const RooDataHist &other, const char *newname=nullptr)
	Copy constructor.

	RooDataHist (RooStringView name, RooStringView title, const RooArgList &vars, const RooCmdArg &arg1, const RooCmdArg &arg2={}, const RooCmdArg &arg3={}, const RooCmdArg &arg4={}, const RooCmdArg &arg5={}, const RooCmdArg &arg6={}, const RooCmdArg &arg7={}, const RooCmdArg &arg8={})
	Constructor of a binned dataset from a RooArgSet defining the dimensions of the data space.

	RooDataHist (RooStringView name, RooStringView title, const RooArgList &vars, const TH1 *hist, double initWgt=1.0)
	Constructor of a data hist from an TH1,TH2 or TH3 The RooArgSet 'vars' defines the dimensions of the histogram.

template<class Val_t >
	RooDataHist (RooStringView name, RooStringView title, const RooArgList &vars, RooCategory &indexCat, RooFit::Detail::FlatMap< std::string, Val_t > const &histMap, double initWgt=1.0)
	For internal use in RooFit.

	RooDataHist (RooStringView name, RooStringView title, const RooArgList &vars, RooCategory &indexCat, std::map< std::string, RooDataHist * > dhistMap, double wgt=1.0)
	Constructor of a data hist from a map of RooDataHists that are collated into a x+1 dimensional RooDataHist where the added dimension is a category that labels the input source as defined in the histMap argument.

	RooDataHist (RooStringView name, RooStringView title, const RooArgList &vars, RooCategory &indexCat, std::map< std::string, TH1 * > histMap, double initWgt=1.0)
	Constructor of a data hist from a map of TH1,TH2 or TH3 that are collated into a x+1 dimensional RooDataHist where the added dimension is a category that labels the input source as defined in the histMap argument.

	RooDataHist (RooStringView name, RooStringView title, const RooArgSet &vars, const char *binningName=nullptr)
	Constructor of an empty data hist from a RooArgSet defining the dimensions of the data space.

	RooDataHist (RooStringView name, RooStringView title, const RooArgSet &vars, const RooAbsData &data, double initWgt=1.0)
	Constructor of a data hist from an existing data collection (binned or unbinned) The RooArgSet 'vars' defines the dimensions of the histogram.

	~RooDataHist () override
	Destructor.

void	add (const RooAbsData &dset, const char *cut, double weight=1.0)
	Add all data points contained in 'dset' to this data set with given weight.

void	add (const RooAbsData &dset, const RooFormulaVar *cutVar=nullptr, double weight=1.0)
	Add all data points contained in 'dset' to this data set with given weight.

void	add (const RooArgSet &row, double weight, double sumw2)
	Increment the bin content of the bin enclosing the given coordinates.

void	add (const RooArgSet &row, double wgt=1.0) override
	Add `wgt` to the bin content enclosed by the coordinates passed in `row`.

int	arraySize () const

double	binVolume (const RooArgSet &bin) const
	Return the volume of the bin enclosing coordinates 'coord'.

double	binVolume (std::size_t i) const
	Return bin volume of i-th bin.

std::span< const double >	binVolumes (std::size_t first, std::size_t len) const
	Retrieve all bin volumes. Bins are indexed according to getIndex().

std::string	calculateTreeIndexForCodeSquash (RooAbsArg const *klass, RooFit::Detail::CodeSquashContext &ctx, const RooAbsCollection &coords, bool reverse=false) const

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

std::string	declWeightArrayForCodeSquash (RooFit::Detail::CodeSquashContext &ctx, bool correctForBinSize) const

RooFit::OwningPtr< RooAbsData >	emptyClone (const char newName=nullptr, const char newTitle=nullptr, const RooArgSet vars=nullptr, const char =nullptr) const override
	Return empty clone of this RooDataHist.

const RooArgSet *	get () const override
	Get bin centre of current bin.

virtual const RooArgSet *	get (const RooArgSet &coord) const
	Return a RooArgSet with whose coordinates denote the bin centre of the bin enclosing the point in `coord`.

const RooArgSet *	get (Int_t binNumber) const override
	Load bin `binNumber`, and return an argset with the coordinates of the bin centre.

std::vector< std::unique_ptr< const RooAbsBinning > > const &	getBinnings () const

Int_t	getIndex (const RooAbsCollection &coord, bool fast=false) const
	Calculate bin number of the given coordinates.

Int_t	getIndex (const RooArgSet &coord, bool fast=false) const
	Calculate bin number of the given coordinates.

std::span< const double >	getWeightBatch (std::size_t first, std::size_t len, bool sumW2=false) const override
	Return event weights of all events in range [first, first+len).

TClass *	IsA () const override

bool	isNonPoissonWeighted () const override
	Returns true if dataset contains entries with a non-integer weight.

bool	isWeighted () const override
	Always returns true as all histograms use event weights.

RooDataHist &	operator= (const RooDataHist &)=delete

virtual RooPlot *	plotOn (RooPlot *frame, const RooCmdArg &arg1={}, const RooCmdArg &arg2={}, const RooCmdArg &arg3={}, const RooCmdArg &arg4={}, const RooCmdArg &arg5={}, const RooCmdArg &arg6={}, const RooCmdArg &arg7={}, const RooCmdArg &arg8={}) const

virtual RooPlot *	plotOn (RooPlot *frame, const RooLinkedList &cmdList) const
	Plot dataset on specified frame.

virtual RooPlot *	plotOn (RooPlot *frame, PlotOpt o) const
	Create and fill a histogram of the frame's variable and append it to the frame.

RooPlot *	plotOn (RooPlot *frame, PlotOpt o) const override
	Back end function to plotting functionality.

void	printArgs (std::ostream &os) const override
	Print argument of dataset, i.e. the observable names.

void	printDataHistogram (std::ostream &os, RooRealVar *obs) const

void	printMultiline (std::ostream &os, Int_t content, bool verbose=false, TString indent="") const override
	Print the details on the dataset contents.

void	printValue (std::ostream &os) const override
	Print value of the dataset, i.e. the sum of weights contained in the dataset.

void	removeSelfFromDir ()

void	reset () override
	Reset all bin weights to zero.

void	set (const RooArgSet &row, double weight, double wgtErr=-1.)
	Set a bin content.

void	set (const RooArgSet &row, double weight, double wgtErrLo, double wgtErrHi)
	Set a bin content.

void	set (std::size_t binNumber, double weight, double wgtErr)
	Set bin content of bin that was last loaded with get(std::size_t).

void	SetName (const char *name) override
	Change the name of the RooDataHist.

void	SetNameTitle (const char name, const char title) override
	Change the title of this RooDataHist.

TIterator *	sliceIterator (RooAbsArg &sliceArg, const RooArgSet &otherArgs)
	Create an iterator over all bins in a slice defined by the subset of observables listed in sliceArg.

void	Streamer (TBuffer &) override
	Stream an object of class RooDataHist.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

double	sum (bool correctForBinSize, bool inverseCorr=false) const
	Return the sum of the weights of all bins in the histogram.

double	sum (const RooArgSet &sumSet, const RooArgSet &sliceSet, bool correctForBinSize, bool inverseCorr, const std::map< const RooAbsArg *, std::pair< double, double > > &ranges, std::function< double(int)> getBinScale=[](int){ return 1.0;})
	Return the sum of the weights of a multi-dimensional slice of the histogram by summing only over the dimensions specified in sumSet.

double	sum (const RooArgSet &sumSet, const RooArgSet &sliceSet, bool correctForBinSize, bool inverseCorr=false)
	Return the sum of the weights of a multi-dimensional slice of the histogram by summing only over the dimensions specified in sumSet.

double	sumEntries () const override
	Sum the weights of all bins.

double	sumEntries (const char cutSpec, const char cutRange=nullptr) const override
	Return the sum of weights in all entries matching cutSpec (if specified) and in named range cutRange (if specified) Return the.

double const *	sumW2Array () const

double	weight (const RooArgSet &bin, Int_t intOrder=1, bool correctForBinSize=false, bool cdfBoundaries=false, bool oneSafe=false)
	Return the weight at given coordinates with optional interpolation.

double	weight (std::size_t i) const
	Return weight of i-th bin.

double const *	weightArray () const

void	weightError (double &lo, double &hi, ErrorType etype=Poisson) const override
	Return the asymmetric errors on the current weight.

double	weightError (ErrorType etype=Poisson) const override
	Return the symmetric error on the current weight.

double	weightFast (const RooArgSet &bin, int intOrder, bool correctForBinSize, bool cdfBoundaries)
	A faster version of RooDataHist::weight that assumes the passed arguments are aligned with the histogram variables.

void	weights (double *output, std::span< double const > xVals, int intOrder, bool correctForBinSize, bool cdfBoundaries)
	A vectorized version of RooDataHist::weight() for one dimensional histograms with up to one dimensional interpolation.

double	weightSquared (std::size_t i) const
	Return squared weight sum of i-th bin.

double const *	wgtErrHiArray () const

double const *	wgtErrLoArray () const

Deprecated functions
These functions rely on the fact that an event has been loaded before they are called. It is advised to switch to their counterparts that take bin numbers as arguments. In this way, code like, const RooArgSet* coordinates = dataHist.get(i); // Need this to achieve side effect on next call of weight() - bad. const double weight = dataHist.weight(); processEvent(coordinates, weight); RooAbsCollection::get Storage_t const & get() const Const access to the underlying stl container. Definition RooAbsCollection.h:116 RooArgSet RooArgSet is a container object that can hold multiple RooAbsArg objects. Definition RooArgSet.h:55 RooDataHist::weight double weight(std::size_t i) const Return weight of i-th bin. Definition RooDataHist.h:110 becomes processEvent(dataHist.get(i), dataHist.weight(i)); The index of a set of coordinates can be computed using getIndex().
double	weight () const override
	Return weight of last bin that was requested with get().

double	weightSquared () const override
	Return squared weight of last bin that was requested with get().

double	binVolume () const
	Return volume of current bin.

void	set (double wgt, double wgtErr=-1)
	Write `weight` into current bin.

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

	RooAbsData (const RooAbsData &other, const char *newname=nullptr)
	Copy constructor.

	RooAbsData (RooStringView name, RooStringView title, const RooArgSet &vars, RooAbsDataStore *store=nullptr)
	Constructor from a set of variables.

	~RooAbsData () override
	Destructor.

void	addOwnedComponent (const char *idxlabel, RooAbsData &data)

void	attachBuffers (const RooArgSet &extObs)

bool	canSplitFast () const

virtual bool	changeObservableName (const char from, const char to)

void	checkInit () const

virtual void	convertToTreeStore ()
	Convert vector-based storage to tree-based storage.

void	convertToVectorStore ()
	Convert tree-based storage to vector-based storage.

double	correlation (RooRealVar &x, RooRealVar &y, const char cutSpec=nullptr, const char cutRange=nullptr) const

RooFit::OwningPtr< TMatrixDSym >	correlationMatrix (const char cutSpec=nullptr, const char cutRange=nullptr) const

RooFit::OwningPtr< TMatrixDSym >	correlationMatrix (const RooArgList &vars, const char cutSpec=nullptr, const char cutRange=nullptr) const

double	covariance (RooRealVar &x, RooRealVar &y, const char cutSpec=nullptr, const char cutRange=nullptr) const

RooFit::OwningPtr< TMatrixDSym >	covarianceMatrix (const char cutSpec=nullptr, const char cutRange=nullptr) const

RooFit::OwningPtr< TMatrixDSym >	covarianceMatrix (const RooArgList &vars, const char cutSpec=nullptr, const char cutRange=nullptr) const

TH1 *	createHistogram (const char *name, const RooAbsRealLValue &xvar, const RooCmdArg &arg1={}, const RooCmdArg &arg2={}, const RooCmdArg &arg3={}, const RooCmdArg &arg4={}, const RooCmdArg &arg5={}, const RooCmdArg &arg6={}, const RooCmdArg &arg7={}, const RooCmdArg &arg8={}) const
	Calls createHistogram(const char *name, const RooAbsRealLValue& xvar, const RooLinkedList& argList) const.

TH1 *	createHistogram (const char *name, const RooAbsRealLValue &xvar, const RooLinkedList &argList) const
	Create and fill a ROOT histogram TH1,TH2 or TH3 with the values of this dataset.

TH1 *	createHistogram (const char *varNameList, const RooCmdArg &binArgX={}, const RooCmdArg &binArgY={}, const RooCmdArg &binArgZ={}) const
	Create and fill a ROOT histogram TH1,TH2 or TH3 with the values of this dataset for the variables with given names.

TH2F *	createHistogram (const RooAbsRealLValue &var1, const RooAbsRealLValue &var2, const char cuts="", const char name="hist") const
	Create a TH2F histogram of the distribution of the specified variable using this dataset.

TH2F *	createHistogram (const RooAbsRealLValue &var1, const RooAbsRealLValue &var2, int nx, int ny, const char cuts="", const char name="hist") const
	Create a TH2F histogram of the distribution of the specified variable using this dataset.

Int_t	defaultPrintContents (Option_t *opt) const override
	Define default print options, for a given print style.

void	Draw (Option_t *option="") override
	Forward draw command to data store.

virtual void	fill ()

virtual TH1 *	fillHistogram (TH1 hist, const RooArgList &plotVars, const char cuts="", const char *cutRange=nullptr) const
	Loop over columns of our tree data and fill the input histogram.

RealSpans	getBatches (std::size_t first=0, std::size_t len=std::numeric_limits< std::size_t >::max()) const
	Write information to retrieve data columns into `evalData.spans`.

CategorySpans	getCategoryBatches (std::size_t first=0, std::size_t len=std::numeric_limits< std::size_t >::max()) const

TTree *	GetClonedTree () const
	Return a clone of the TTree which stores the data or create such a tree if vector storage is used.

RooArgSet const *	getGlobalObservables () const
	Returns snapshot of global observables stored in this data.

bool	getRange (const RooAbsRealLValue &var, double &lowest, double &highest, double marginFrac=0.0, bool symMode=false) const
	Fill Doubles 'lowest' and 'highest' with the lowest and highest value of observable 'var' in this dataset.

RooAbsData *	getSimData (const char *idxstate)

bool	hasFilledCache () const

double	kurtosis (const RooRealVar &var, const char cutSpec=nullptr, const char cutRange=nullptr) const

double	mean (const RooRealVar &var, const char cutSpec=nullptr, const char cutRange=nullptr) const

RooRealVar *	meanVar (const RooRealVar &var, const char cutSpec=nullptr, const char cutRange=nullptr) const
	Create a RooRealVar containing the mean of observable 'var' in this dataset.

double	moment (const RooRealVar &var, double order, const char cutSpec=nullptr, const char cutRange=nullptr) const
	Calculate moment of requested order.

double	moment (const RooRealVar &var, double order, double offset, const char cutSpec=nullptr, const char cutRange=nullptr) const
	Return the 'order'-ed moment of observable 'var' in this dataset.

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

virtual Int_t	numEntries () const
	Return number of entries in dataset, i.e., count unweighted entries.

RooAbsData &	operator= (const RooAbsData &other)

void	Print (Option_t *options=nullptr) const override
	This method must be overridden when a class wants to print itself.

void	printClassName (std::ostream &os) const override
	Print class name of dataset.

void	printName (std::ostream &os) const override
	Print name of dataset.

void	printTitle (std::ostream &os) const override
	Print title of dataset.

void	RecursiveRemove (TObject *obj) override
	If one of the TObject we have a referenced to is deleted, remove the reference.

RooFit::OwningPtr< RooAbsData >	reduce (const char *cut)
	Create a subset of the data set by applying the given cut on the data points.

RooFit::OwningPtr< RooAbsData >	reduce (const RooArgSet &varSubset, const char *cut=nullptr)
	Create a subset of the data set by applying the given cut on the data points and reducing the dimensions to the specified set.

RooFit::OwningPtr< RooAbsData >	reduce (const RooArgSet &varSubset, const RooFormulaVar &cutVar)
	Create a subset of the data set by applying the given cut on the data points and reducing the dimensions to the specified set.

RooFit::OwningPtr< RooAbsData >	reduce (const RooCmdArg &arg1, const RooCmdArg &arg2={}, const RooCmdArg &arg3={}, const RooCmdArg &arg4={}, const RooCmdArg &arg5={}, const RooCmdArg &arg6={}, const RooCmdArg &arg7={}, const RooCmdArg &arg8={})
	Create a reduced copy of this dataset.

RooFit::OwningPtr< RooAbsData >	reduce (const RooFormulaVar &cutVar)
	Create a subset of the data set by applying the given cut on the data points.

void	resetBuffers ()

RooRealVar *	rmsVar (const RooRealVar &var, const char cutSpec=nullptr, const char cutRange=nullptr) const
	Create a RooRealVar containing the RMS of observable 'var' in this dataset.

void	setDirtyProp (bool flag)
	Control propagation of dirty flags from observables in dataset.

void	setGlobalObservables (RooArgSet const &globalObservables)
	Sets the global observables stored in this data.

double	sigma (const RooRealVar &var, const char cutSpec=nullptr, const char cutRange=nullptr) const

double	skewness (const RooRealVar &var, const char cutSpec=nullptr, const char cutRange=nullptr) const

virtual RooFit::OwningPtr< TList >	split (const RooAbsCategory &splitCat, bool createEmptyDataSets=false) const
	Split the dataset into subsets based on states of a categorical variable in this dataset.

virtual RooFit::OwningPtr< TList >	split (const RooSimultaneous &simpdf, bool createEmptyDataSets=false) const
	Split the dataset into subsets based on the channels of a RooSimultaneous.

double	standMoment (const RooRealVar &var, double order, const char cutSpec=nullptr, const char cutRange=nullptr) const
	Calculate standardized moment.

virtual RooPlot *	statOn (RooPlot frame, const char what, const char label="", Int_t sigDigits=2, Option_t options="NELU", double xmin=0.15, double xmax=0.65, double ymax=0.85, const char cutSpec=nullptr, const char cutRange=nullptr, const RooCmdArg *formatCmd=nullptr)
	Implementation back-end of statOn() method with named arguments.

virtual RooPlot *	statOn (RooPlot *frame, const RooCmdArg &arg1={}, const RooCmdArg &arg2={}, const RooCmdArg &arg3={}, const RooCmdArg &arg4={}, const RooCmdArg &arg5={}, const RooCmdArg &arg6={}, const RooCmdArg &arg7={}, const RooCmdArg &arg8={})
	Add a box with statistics information to the specified frame.

RooAbsDataStore *	store ()

const RooAbsDataStore *	store () const

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

double	sumEntriesW2 () const
	Return sum of squared weights of this data.

virtual Roo1DTable *	table (const RooAbsCategory &cat, const char cuts="", const char opts="") const
	Create and fill a 1-dimensional table for given category column This functions is the equivalent of plotOn() for category dimensions.

virtual Roo1DTable *	table (const RooArgSet &catSet, const char cuts="", const char opts="") const
	Construct table for product of categories in catSet.

const TTree *	tree () const
	Return a pointer to the TTree which stores the data.

RooFit::UniqueId< RooAbsData > const &	uniqueId () const
	Returns a unique ID that is different for every instantiated RooAbsData object.

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.

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

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

Int_t	Compare (const TObject *obj) const override
	Compare two TNamed objects.

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

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

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

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

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

TClass *	IsA () const override

Bool_t	IsSortable () const override

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

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

void	Print (Option_t *option="") const override
	Print TNamed name and title.

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.

void	Streamer (TBuffer &) override
	Stream an object of class TObject.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

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	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 with: `gROOT->SetSelectedPad(c1)`.

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=nullptr)
	Execute method on this object with the given parameter string, e.g.

virtual void	Execute (TMethod method, TObjArray params, Int_t *error=nullptr)
	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 (the base implementation is no-op).

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, void vp)
	Only called by placement new when throwing an exception.

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

void	operator delete[] (void ptr, void vp)
	Only called by placement new[] when throwing an exception.

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.

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.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

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=nullptr, Int_t option=0, Int_t bufsize=0)
	Write this object to the current directory.

virtual Int_t	Write (const char *name=nullptr, 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	printAddress (std::ostream &os) const
	Print class name of object.

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'.

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

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Public Member Functions inherited from RooDirItem
	RooDirItem ()

	RooDirItem (const RooDirItem &)

virtual	~RooDirItem ()

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Static Public Member Functions
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Static Public Member Functions inherited from RooAbsData
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

static StorageType	getDefaultStorageType ()

static void	setDefaultStorageType (StorageType s)

Static Public Member Functions inherited from TNamed
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Static Public Member Functions inherited from TObject
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

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 TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

static std::ostream &	defaultPrintStream (std::ostream *os=nullptr)
	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 Member Functions inherited from RooDirItem
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Protected Types
enum	CacheSumState_t { kInvalid = 0 , kNoBinCorrection = 1 , kCorrectForBinSize = 2 , kInverseBinCorr = 3 }

Protected Types inherited from TObject
enum	{ kOnlyPrepStep = (1ULL << ( 3 )) }

Protected Member Functions
void	adjustBinning (const RooArgList &vars, const TH1 &href, Int_t *offset=nullptr)
	Adjust binning specification on first and optionally second and third observable to binning in given reference TH1.

Int_t	calcTreeIndex () const
	Legacy overload to calculate the tree index from the current value of `_vars`.

std::size_t	calcTreeIndex (const RooAbsCollection &coords, bool fast) const
	Calculate the bin index corresponding to the coordinates passed as argument.

const std::vector< double > &	calculatePartialBinVolume (const RooArgSet &dimSet) const
	Fill the transient cache with partial bin volumes with up-to-date values for the partial volume specified by observables 'dimSet'.

void	checkBinBounds () const

void	importDHistSet (const RooArgList &vars, RooCategory &indexCat, std::map< std::string, RooDataHist * > dmap, double initWgt)
	Import data from given set of TH1/2/3 into this RooDataHist.

void	importTH1 (const RooArgList &vars, const TH1 &histo, double initWgt, bool doDensityCorrection)
	Import data from given TH1/2/3 into this RooDataHist.

void	importTH1Set (const RooArgList &vars, RooCategory &indexCat, std::map< std::string, TH1 * > hmap, double initWgt, bool doDensityCorrection)
	Import data from given set of TH1/2/3 into this RooDataHist.

void	initialize (const char *binningName=nullptr, bool fillTree=true)
	Initialization procedure: allocate weights array, calculate multipliers needed for N-space to 1-dim array jump table, and fill the internal tree with all bin center coordinates.

double	interpolateDim (int iDim, double xval, size_t centralIdx, int intOrder, bool correctForBinSize, bool cdfBoundaries)
	Perform boundary safe 'intOrder'-th interpolation of weights in dimension 'dim' at current value 'xval'.

std::unique_ptr< RooAbsData >	reduceEng (const RooArgSet &varSubset, const RooFormulaVar cutVar, const char cutRange=nullptr, std::size_t nStart=0, std::size_t nStop=std::numeric_limits< std::size_t >::max()) override
	Implementation of RooAbsData virtual method that drives the RooAbsData::reduce() methods.

Protected Member Functions inherited from RooAbsData
bool	allClientsCached (RooAbsArg *, const RooArgSet &)
	Utility function that determines if all clients of object 'var' appear in given list of cached nodes.

virtual void	attachCache (const RooAbsArg *newOwner, const RooArgSet &cachedVars)
	Internal method – Attach dataset copied with cache contents to copied instances of functions.

virtual void	cacheArgs (const RooAbsArg owner, RooArgSet &varSet, const RooArgSet nset=nullptr, bool skipZeroWeights=false)
	Internal method – Cache given set of functions with data.

double	corrcov (const RooRealVar &x, const RooRealVar &y, const char cutSpec, const char cutRange, bool corr) const
	Internal method to calculate single correlation and covariance elements.

RooFit::OwningPtr< TMatrixDSym >	corrcovMatrix (const RooArgList &vars, const char cutSpec, const char cutRange, bool corr) const
	Return covariance matrix from data for given list of observables.

RooRealVar *	dataRealVar (const char *methodname, const RooRealVar &extVar) const
	Internal method to check if given RooRealVar maps to a RooRealVar in this dataset.

void	initializeVars (RooArgSet const &vars)

virtual void	optimizeReadingWithCaching (RooAbsArg &arg, const RooArgSet &cacheList, const RooArgSet &keepObsList)
	Prepare dataset for use with cached constant terms listed in 'cacheList' of expression 'arg'.

virtual RooPlot *	plotAsymOn (RooPlot *frame, const RooAbsCategoryLValue &asymCat, PlotOpt o) const
	Create and fill a histogram with the asymmetry N[+] - N[-] / ( N[+] + N[-] ), where N(+/-) is the number of data points with asymCat=+1 and asymCat=-1 as function of the frames variable.

virtual RooPlot *	plotEffOn (RooPlot *frame, const RooAbsCategoryLValue &effCat, PlotOpt o) const
	Create and fill a histogram with the efficiency N[1] / ( N[1] + N[0] ), where N(1/0) is the number of data points with effCat=1 and effCat=0 as function of the frames variable.

virtual void	resetCache ()
	Internal method – Remove cached function values.

virtual void	setArgStatus (const RooArgSet &set, bool active)

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 ()

Protected Member Functions inherited from RooDirItem
void	appendToDir (TObject *obj, bool forceMemoryResident=false)
	Append object to directory.

void	removeFromDir (TObject *obj)
	Remove object from directory it was added to.

Protected Attributes
Int_t	_arrSize {0}

std::vector< std::vector< double > >	_binbounds
	! list of bin bounds per dimension

double *	_binv {nullptr}
	[_arrSize] Bin volume array

double	_cache_sum {0.}
	! Cache for sum of entries ;

Int_t	_cache_sum_valid {kInvalid}
	! Is cache sum valid? Needs to be Int_t instead of CacheSumState_t for subclasses.

ULong64_t	_curIndex {std::numeric_limits<ULong64_t>::max()}
	Current index.

double *	_errHi {nullptr}
	[_arrSize] High-side error on weight array

double *	_errLo {nullptr}
	[_arrSize] Low-side error on weight array

std::vector< Int_t >	_idxMult

std::vector< std::unique_ptr< const RooAbsBinning > >	_lvbins
	! List of used binnings associated with lvalues

std::vector< RooAbsLValue * >	_lvvars
	! List of observables casted as RooAbsLValue

std::unordered_map< int, std::vector< double > >	_pbinvCache
	! Cache for arrays of partial bin volumes

double *	_sumw2 {nullptr}
	[_arrSize] Sum of weights^2

double *	_wgt {nullptr}
	[_arrSize] Weight array

Protected Attributes inherited from RooAbsData
RooArgSet	_cachedVars
	! External variables cached with this data set

std::unique_ptr< RooAbsDataStore >	_dstore
	Data storage implementation.

std::unique_ptr< RooArgSet >	_globalObservables
	Snapshot of global observables.

const TNamed *	_namePtr = nullptr
	! De-duplicated name pointer. This will be equal for all objects with the same name.

std::map< std::string, RooAbsData * >	_ownedComponents
	Owned external components.

RooArgSet	_vars
	Dimensions of this data set.

StorageType	storageType

Protected Attributes inherited from TNamed
TString	fName

TString	fTitle

Protected Attributes inherited from RooDirItem
TDirectory *	_dir {nullptr}
	! Associated directory

Private Member Functions
void	_adjustBinning (RooRealVar &theirVar, const TAxis &axis, RooRealVar ourVar, Int_t offset)
	Helper doing the actual work of adjustBinning().

VarInfo const &	getVarInfo ()
	Return reference to VarInfo struct with cached histogram variable information that is frequently used for histogram weights retrieval.

void	initializeAsymErrArrays () const

void	interpolateLinear (double *output, std::span< const double > xVals, bool correctForBinSize, bool cdfBoundaries)
	A vectorized version of interpolateDim for boundary safe linear interpolation of one dimensional histograms.

void	interpolateQuadratic (double *output, std::span< const double > xVals, bool correctForBinSize, bool cdfBoundaries)
	A vectorized version of interpolateDim for boundary safe quadratic interpolation of one dimensional histograms.

void	registerWeightArraysToDataStore () const
	Hand over pointers to our weight arrays to the data store implementation.

double	weightInterpolated (const RooArgSet &bin, int intOrder, bool correctForBinSize, bool cdfBoundaries)
	Return the weight at given coordinates with interpolation.

Static Private Member Functions
static std::unique_ptr< RooAbsDataStore >	makeDefaultDataStore (RooStringView name, RooStringView title, RooArgSet const &vars)

Private Attributes
std::vector< double >	_interpolationBuffer
	! Buffer to contain values used for weight interpolation

VarInfo	_varInfo
	!

Friends
class	RooDataHistSliceIter

Additional Inherited Members
Public Types inherited from RooAbsData
using	CategorySpans = std::map< RooFit::Detail::DataKey, std::span< const RooAbsCategory::value_type > >

enum	ErrorType { Poisson , SumW2 , None , Auto , Expected }

using	RealSpans = std::map< RooFit::Detail::DataKey, std::span< const double > >

enum	StorageType { Tree , Vector , Composite }

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

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

enum	EDeprecatedStatusBits { kObjInCanvas = (1ULL << ( 3 )) }

enum	EStatusBits { kCanDelete = (1ULL << ( 0 )) , kMustCleanup = (1ULL << ( 3 )) , kIsReferenced = (1ULL << ( 4 )) , kHasUUID = (1ULL << ( 5 )) , kCannotPick = (1ULL << ( 6 )) , kNoContextMenu = (1ULL << ( 8 )) , kInvalidObject = (1ULL << ( 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 }

Static Protected Attributes inherited from RooAbsData
static StorageType	defaultStorageType =RooAbsData::Vector

Static Protected Attributes inherited from RooPrintable
static Int_t	_nameLength

#include <RooDataHist.h>

Inheritance diagram for RooDataHist:

[legend]

Member Enumeration Documentation

◆ CacheSumState_t

enum RooDataHist::CacheSumState_t

protected

Enumerator
kInvalid
kNoBinCorrection
kCorrectForBinSize
kInverseBinCorr

Definition at line 262 of file RooDataHist.h.

Constructor & Destructor Documentation

◆ RooDataHist() [1/9]

RooDataHist::RooDataHist ( )

Default constructor.

Definition at line 87 of file RooDataHist.cxx.

◆ RooDataHist() [2/9]

RooDataHist::RooDataHist	(	RooStringView	name,
		RooStringView	title,
		const RooArgSet &	vars,
		const char *	binningName = `nullptr`
	)

Constructor of an empty data hist from a RooArgSet defining the dimensions of the data space.

The range and number of bins in each dimensions are taken from getMin()getMax(),getBins() of each RooAbsArg representing that dimension.

For real dimensions, the fit range and number of bins can be set independently of the plot range and number of bins, but it is advisable to keep the ratio of the plot bin width and the fit bin width an integer value. For category dimensions, the fit ranges always comprises all defined states and each state is always has its individual bin

To effectively bin real dimensions with variable bin sizes, construct a RooThresholdCategory of the real dimension to be binned variably. Set the thresholds at the desired bin boundaries, and construct the data hist as a function of the threshold category instead of the real variable.

Definition at line 118 of file RooDataHist.cxx.

◆ RooDataHist() [3/9]

RooDataHist::RooDataHist	(	RooStringView	name,
		RooStringView	title,
		const RooArgSet &	vars,
		const RooAbsData &	data,
		double	wgt = `1.0`
	)

Constructor of a data hist from an existing data collection (binned or unbinned) The RooArgSet 'vars' defines the dimensions of the histogram.

The range and number of bins in each dimensions are taken from getMin(), getMax(), getBins() of each argument passed.

For real dimensions, the fit range and number of bins can be set independently of the plot range and number of bins, but it is advisable to keep the ratio of the plot bin width and the fit bin width an integer value. For category dimensions, the fit ranges always comprises all defined states and each state is always has its individual bin

To effectively bin real dimensions with variable bin sizes, construct a RooThresholdCategory of the real dimension to be binned variably. Set the thresholds at the desired bin boundaries, and construct the data hist as a function of the threshold category instead of the real variable.

If the constructed data hist has less dimensions that in source data collection, all missing dimensions will be projected.

Definition at line 154 of file RooDataHist.cxx.

◆ RooDataHist() [4/9]

RooDataHist::RooDataHist	(	RooStringView	name,
		RooStringView	title,
		const RooArgList &	vars,
		const TH1 *	hist,
		double	wgt = `1.0`
	)

Constructor of a data hist from an TH1,TH2 or TH3 The RooArgSet 'vars' defines the dimensions of the histogram.

The ranges and number of bins are taken from the input histogram, and the corresponding values are set accordingly on the arguments in 'vars'

Definition at line 216 of file RooDataHist.cxx.

◆ RooDataHist() [5/9]

RooDataHist::RooDataHist	(	RooStringView	name,
		RooStringView	title,
		const RooArgList &	vars,
		RooCategory &	indexCat,
		std::map< std::string, TH1 * >	histMap,
		double	wgt = `1.0`
	)

Constructor of a data hist from a map of TH1,TH2 or TH3 that are collated into a x+1 dimensional RooDataHist where the added dimension is a category that labels the input source as defined in the histMap argument.

The state names used in histMap must correspond to predefined states 'indexCat'

The RooArgList 'vars' defines the dimensions of the histogram. The ranges and number of bins are taken from the input histogram and must be the same in all histograms

Definition at line 171 of file RooDataHist.cxx.

◆ RooDataHist() [6/9]

RooDataHist::RooDataHist	(	RooStringView	name,
		RooStringView	title,
		const RooArgList &	vars,
		RooCategory &	indexCat,
		std::map< std::string, RooDataHist * >	dhistMap,
		double	wgt = `1.0`
	)

Constructor of a data hist from a map of RooDataHists that are collated into a x+1 dimensional RooDataHist where the added dimension is a category that labels the input source as defined in the histMap argument.

The state names used in histMap must correspond to predefined states 'indexCat'

The RooArgList 'vars' defines the dimensions of the histogram. The ranges and number of bins are taken from the input histogram and must be the same in all histograms

Definition at line 195 of file RooDataHist.cxx.

◆ RooDataHist() [7/9]

RooDataHist::RooDataHist	(	RooStringView	name,
		RooStringView	title,
		const RooArgList &	vars,
		const RooCmdArg &	arg1,
		const RooCmdArg &	arg2 = `{}`,
		const RooCmdArg &	arg3 = `{}`,
		const RooCmdArg &	arg4 = `{}`,
		const RooCmdArg &	arg5 = `{}`,
		const RooCmdArg &	arg6 = `{}`,
		const RooCmdArg &	arg7 = `{}`,
		const RooCmdArg &	arg8 = `{}`
	)

Constructor of a binned dataset from a RooArgSet defining the dimensions of the data space.

The range and number of bins in each dimensions are taken from getMin() getMax(),getBins() of each RooAbsArg representing that dimension.

Optional Argument	Effect
Import(TH1&, bool impDens)	Import contents of the given TH1/2/3 into this binned dataset. The ranges and binning of the binned dataset are automatically adjusted to match those of the imported histogram. Please note: for TH1& with unequal binning only, you should decide if you want to import the absolute bin content, or the bin content expressed as density. The latter is default and will result in the same histogram as the original TH1. For certain types of bin contents (containing efficiencies, asymmetries, or ratio is general) you should import the absolute value and set impDens to false
Weight(double)	Apply given weight factor when importing histograms
Index(RooCategory&)	Prepare import of multiple TH1/1/2/3 into a N+1 dimensional RooDataHist where the extra discrete dimension labels the source of the imported histogram If the index category defines states for which no histogram is be imported the corresponding bins will be left empty.
Import(const char*, TH1&)	Import a THx to be associated with the given state name of the index category specified in Index(). If the given state name is not yet defined in the index category it will be added on the fly. The import command can be specified multiple times.
Import(map<string,TH1*>&)	As above, but allows specification of many imports in a single operation
`GlobalObservables(const RooArgSet&)`	Define the set of global observables to be stored in this RooDataHist. A snapshot of the passed RooArgSet is stored, meaning the values wont't change unexpectedly.

Definition at line 277 of file RooDataHist.cxx.

◆ RooDataHist() [8/9]

template<class Val_t >

RooDataHist::RooDataHist	(	RooStringView	name,
		RooStringView	title,
		const RooArgList &	vars,
		RooCategory &	indexCat,
		RooFit::Detail::FlatMap< std::string, Val_t > const &	histMap,
		double	initWgt = `1.0`
	)

inline

For internal use in RooFit.

Definition at line 55 of file RooDataHist.h.

◆ RooDataHist() [9/9]

RooDataHist::RooDataHist	(	const RooDataHist &	other,
		const char *	newname = `nullptr`
	)

Copy constructor.

Definition at line 887 of file RooDataHist.cxx.

◆ ~RooDataHist()

RooDataHist::~RooDataHist ( )

override

Destructor.

Definition at line 968 of file RooDataHist.cxx.

Member Function Documentation

◆ _adjustBinning()

void RooDataHist::_adjustBinning	(	RooRealVar &	theirVar,
		const TAxis &	axis,
		RooRealVar *	ourVar,
		Int_t *	offset
	)

private

Helper doing the actual work of adjustBinning().

Definition at line 667 of file RooDataHist.cxx.

◆ add() [1/4]

void RooDataHist::add	(	const RooAbsData &	dset,
		const char *	cut,
		double	wgt = `1.0`
	)

Add all data points contained in 'dset' to this data set with given weight.

Optional cut string expression selects the data points to be added and can reference any variable contained in this data set

Definition at line 1802 of file RooDataHist.cxx.

◆ add() [2/4]

void RooDataHist::add	(	const RooAbsData &	dset,
		const RooFormulaVar *	cutVar = `nullptr`,
		double	wgt = `1.0`
	)

Add all data points contained in 'dset' to this data set with given weight.

Optional RooFormulaVar pointer selects the data points to be added.

Definition at line 1814 of file RooDataHist.cxx.

◆ add() [3/4]

void RooDataHist::add	(	const RooArgSet &	row,
		double	wgt,
		double	sumw2
	)

Increment the bin content of the bin enclosing the given coordinates.

Parameters

[in]	row	Coordinates of the bin.
[in]	wgt	Increment by this weight.
[in]	sumw2	Optionally, track the sum of squared weights. If a value > 0 or a weight != 1. is passed for the first time, a vector for the squared weights will be allocated.

Definition at line 1704 of file RooDataHist.cxx.

◆ add() [4/4]

void RooDataHist::add	(	const RooArgSet &	row,
		double	wgt = `1.0`
	)

inlineoverridevirtual

Add wgt to the bin content enclosed by the coordinates passed in row.

Implements RooAbsData.

Definition at line 72 of file RooDataHist.h.

◆ adjustBinning()

void RooDataHist::adjustBinning	(	const RooArgList &	vars,
		const TH1 &	href,
		Int_t *	offset = `nullptr`
	)

protected

Adjust binning specification on first and optionally second and third observable to binning in given reference TH1.

Used by constructors that import data from an external TH1. Both the variables in vars and in this RooDataHist are adjusted.

Parameters

vars	List with variables that are supposed to have their binning adjusted.
href	Reference histogram that dictates the binning
offset	If not nullptr, a possible bin count offset for the axes x,y,z is saved here as Int_t[3]

Definition at line 737 of file RooDataHist.cxx.

◆ arraySize()

int RooDataHist::arraySize ( ) const

inline

Definition at line 215 of file RooDataHist.h.

◆ binVolume() [1/3]

double RooDataHist::binVolume ( ) const

inline

Return volume of current bin.

Deprecated:: Use binVolume(std::size_t) const.

Definition at line 194 of file RooDataHist.h.

◆ binVolume() [2/3]

double RooDataHist::binVolume ( const RooArgSet & bin ) const

Return the volume of the bin enclosing coordinates 'coord'.

Definition at line 2202 of file RooDataHist.cxx.

◆ binVolume() [3/3]

double RooDataHist::binVolume ( std::size_t i ) const

inline

Return bin volume of i-th bin.

See also: getIndex()

Definition at line 118 of file RooDataHist.h.

◆ binVolumes()

std::span< const double > RooDataHist::binVolumes	(	std::size_t	first,
		std::size_t	len
	)		const

inline

Retrieve all bin volumes. Bins are indexed according to getIndex().

Definition at line 95 of file RooDataHist.h.

◆ calcTreeIndex() [1/2]

Int_t RooDataHist::calcTreeIndex ( ) const

inlineprotected

Legacy overload to calculate the tree index from the current value of _vars.

Deprecated:: Use calcTreeIndex(const RooArgSet&,bool) const.

Definition at line 232 of file RooDataHist.h.

◆ calcTreeIndex() [2/2]

std::size_t RooDataHist::calcTreeIndex	(	const RooAbsCollection &	coords,
		bool	fast
	)		const

protected

Calculate the bin index corresponding to the coordinates passed as argument.

Parameters

[in]	coords	Coordinates. If `fast == false`, these can be partial.
[in]	fast	Promise that the coordinates in `coords` have the same order as the internal coordinates. In this case, values are looked up only by index.

Definition at line 1054 of file RooDataHist.cxx.

◆ calculatePartialBinVolume()

const std::vector< double > & RooDataHist::calculatePartialBinVolume ( const RooArgSet & dimSet ) const

protected

Fill the transient cache with partial bin volumes with up-to-date values for the partial volume specified by observables 'dimSet'.

Definition at line 2065 of file RooDataHist.cxx.

◆ calculateTreeIndexForCodeSquash()

std::string RooDataHist::calculateTreeIndexForCodeSquash	(	RooAbsArg const *	klass,
		RooFit::Detail::CodeSquashContext &	ctx,
		const RooAbsCollection &	coords,
		bool	reverse = `false`
	)		const

Definition at line 1011 of file RooDataHist.cxx.

◆ checkBinBounds()

void RooDataHist::checkBinBounds ( ) const

protected

Definition at line 867 of file RooDataHist.cxx.

◆ Class()

static TClass * RooDataHist::Class ( )

static

Returns: TClass describing this class

◆ Class_Name()

static const char * RooDataHist::Class_Name ( )

static

Returns: Name of this class

◆ Class_Version()

static constexpr Version_t RooDataHist::Class_Version ( )

inlinestaticconstexpr

Returns: Version of this class

Definition at line 282 of file RooDataHist.h.

◆ Clone()

TObject * RooDataHist::Clone ( const char * newname = "" ) const

inlineoverridevirtual

Make a clone of an object using the Streamer facility.

If the object derives from TNamed, this function is called by TNamed::Clone. TNamed::Clone uses the optional argument to set a new name to the newly created object.

If the object class has a DirectoryAutoAdd function, it will be called at the end of the function with the parameter gDirectory. This usually means that the object will be appended to the current ROOT directory.

Reimplemented from TObject.

Definition at line 61 of file RooDataHist.h.

◆ DeclFileName()

static const char * RooDataHist::DeclFileName ( )

inlinestatic

Returns: Name of the file containing the class declaration

Definition at line 282 of file RooDataHist.h.

◆ declWeightArrayForCodeSquash()

std::string RooDataHist::declWeightArrayForCodeSquash	(	RooFit::Detail::CodeSquashContext &	ctx,
		bool	correctForBinSize
	)		const

Definition at line 995 of file RooDataHist.cxx.

◆ emptyClone()

RooFit::OwningPtr< RooAbsData > RooDataHist::emptyClone	(	const char *	newName = `nullptr`,
		const char *	newTitle = `nullptr`,
		const RooArgSet *	vars = `nullptr`,
		const char *	= `nullptr`
	)		const

inlineoverridevirtual

Return empty clone of this RooDataHist.

Implements RooAbsData.

Definition at line 67 of file RooDataHist.h.

◆ get() [1/3]

const RooArgSet * RooDataHist::get ( ) const

inlineoverridevirtual

Get bin centre of current bin.

Reimplemented from RooAbsData.

Definition at line 82 of file RooDataHist.h.

◆ get() [2/3]

const RooArgSet * RooDataHist::get ( const RooArgSet & coord ) const

virtual

Return a RooArgSet with whose coordinates denote the bin centre of the bin enclosing the point in coord.

Note: The argset is owned by this data hist, and this function has a side effect, because it alters the currently active bin.

Definition at line 2194 of file RooDataHist.cxx.

◆ get() [3/3]

const RooArgSet * RooDataHist::get ( Int_t binNumber ) const

overridevirtual

Load bin binNumber, and return an argset with the coordinates of the bin centre.

Note: The argset is owned by this data hist, and this function has a side effect, because it alters the currently active bin.

Reimplemented from RooAbsData.

Definition at line 2179 of file RooDataHist.cxx.

◆ getBinnings()

std::vector< std::unique_ptr< const RooAbsBinning > > const & RooDataHist::getBinnings ( ) const

inline

Definition at line 213 of file RooDataHist.h.

◆ getIndex() [1/2]

Int_t RooDataHist::getIndex	(	const RooAbsCollection &	coord,
		bool	fast = `false`
	)		const

Calculate bin number of the given coordinates.

If only a subset of the internal coordinates are passed, the missing coordinates are taken at their current value.

Parameters

[in]	coord	Variables that are representing the coordinates.
[in]	fast	If the variables in `coord` and the ones of the data hist have the same size and layout, `fast` can be set to skip checking that all variables are present in `coord`.

Definition at line 990 of file RooDataHist.cxx.

◆ getIndex() [2/2]

Int_t RooDataHist::getIndex	(	const RooArgSet &	coord,
		bool	fast = `false`
	)		const

inline

Calculate bin number of the given coordinates.

If only a subset of the internal coordinates are passed, the missing coordinates are taken at their current value.

Parameters

[in]	coord	Variables that are representing the coordinates.
[in]	fast	If the variables in `coord` and the ones of the data hist have the same size and layout, `fast` can be set to skip checking that all variables are present in `coord`.

Note: This overload only exists because there is an implicit conversion from RooAbsArg to RooArgSet, and this needs to remain supported. This enables code like
RooRealVar x(...);

dataHist.getIndex(x);

RooRealVar
Variable that can be changed from the outside.
Definition RooRealVar.h:37

x
Double_t x[n]
Definition legend1.C:17

It is, however, recommended to use
dataHist.getIndex(RooArgSet(x));

in this case.

Definition at line 160 of file RooDataHist.h.

◆ getVarInfo()

RooDataHist::VarInfo const & RooDataHist::getVarInfo ( )

private

Return reference to VarInfo struct with cached histogram variable information that is frequently used for histogram weights retrieval.

If the _varInfo struct was not initialized yet, it will be initialized in this function.

Definition at line 2424 of file RooDataHist.cxx.

◆ getWeightBatch()

std::span< const double > RooDataHist::getWeightBatch	(	std::size_t	first,
		std::size_t	len,
		bool	sumW2 = `false`
	)		const

overridevirtual

Return event weights of all events in range [first, first+len).

If cacheValidEntries() has been called, out-of-range events will have a weight of 0.

Implements RooAbsData.

Definition at line 2406 of file RooDataHist.cxx.

◆ importDHistSet()

void RooDataHist::importDHistSet	(	const RooArgList &	vars,
		RooCategory &	indexCat,
		std::map< std::string, RooDataHist * >	dmap,
		double	initWgt
	)

protected

Import data from given set of TH1/2/3 into this RooDataHist.

The category indexCat labels the sources in the constructed RooDataHist. The stl map provides the mapping between the indexCat state labels and the import source

Definition at line 605 of file RooDataHist.cxx.

◆ importTH1()

void RooDataHist::importTH1	(	const RooArgList &	vars,
		const TH1 &	histo,
		double	initWgt,
		bool	doDensityCorrection
	)

protected

Import data from given TH1/2/3 into this RooDataHist.

Definition at line 374 of file RooDataHist.cxx.

◆ importTH1Set()

void RooDataHist::importTH1Set	(	const RooArgList &	vars,
		RooCategory &	indexCat,
		std::map< std::string, TH1 * >	hmap,
		double	wgt,
		bool	doDensityCorrection
	)

protected

Import data from given set of TH1/2/3 into this RooDataHist.

The category indexCat labels the sources in the constructed RooDataHist. The stl map provides the mapping between the indexCat state labels and the import source

Definition at line 497 of file RooDataHist.cxx.

◆ initialize()

void RooDataHist::initialize	(	const char *	binningName = `nullptr`,
		bool	fillTree = `true`
	)

protected

Initialization procedure: allocate weights array, calculate multipliers needed for N-space to 1-dim array jump table, and fill the internal tree with all bin center coordinates.

Definition at line 783 of file RooDataHist.cxx.

◆ initializeAsymErrArrays()

void RooDataHist::initializeAsymErrArrays ( ) const

private

Definition at line 1551 of file RooDataHist.cxx.

◆ interpolateDim()

double RooDataHist::interpolateDim	(	int	iDim,
		double	xval,
		size_t	centralIdx,
		int	intOrder,
		bool	correctForBinSize,
		bool	cdfBoundaries
	)

protected

Perform boundary safe 'intOrder'-th interpolation of weights in dimension 'dim' at current value 'xval'.

Parameters

[in]	iDim	Index of the histogram dimension along which to interpolate.
[in]	xval	Value of histogram variable at dimension `iDim` for which we want to interpolate the histogram weight.
[in]	centralIdx	Index of the bin that the point at which we interpolate the histogram weight falls into (can be obtained with `RooDataHist::calcTreeIndex`).
[in]	intOrder	Interpolation order, i.e. how many neighbouring bins are used for the interpolation.
[in]	correctForBinSize	Enable the inverse bin volume correction factor.
[in]	cdfBoundaries	Enable the special boundary condition for a cdf: underflow bins are assumed to have weight zero and overflow bins have weight one. Otherwise, the histogram is mirrored at the boundaries for the interpolation.

Definition at line 1638 of file RooDataHist.cxx.

◆ interpolateLinear()

void RooDataHist::interpolateLinear	(	double *	output,
		std::span< const double >	xVals,
		bool	correctForBinSize,
		bool	cdfBoundaries
	)

private

A vectorized version of interpolateDim for boundary safe linear interpolation of one dimensional histograms.

Parameters

[out]	output	An array of interpolated weights corresponding to the values in xVals.
[in]	xVals	An array of event coordinates for which the weights should be calculated.
[in]	correctForBinSize	Enable the inverse bin volume correction factor.
[in]	cdfBoundaries	Enable the special boundary condition for a cdf: Underflow bins are assumed to have weight zero and overflow bins have weight one. Otherwise, the histogram is mirrored at the boundaries for the interpolation.

Definition at line 1263 of file RooDataHist.cxx.

◆ interpolateQuadratic()

void RooDataHist::interpolateQuadratic	(	double *	output,
		std::span< const double >	xVals,
		bool	correctForBinSize,
		bool	cdfBoundaries
	)

private

A vectorized version of interpolateDim for boundary safe quadratic interpolation of one dimensional histograms.

Parameters

[out]	output	An array of interpolated weights corresponding to the values in xVals.
[in]	xVals	An array of event coordinates for which the weights should be calculated.
[in]	correctForBinSize	Enable the inverse bin volume correction factor.
[in]	cdfBoundaries	Enable the special boundary condition for a cdf: Underflow bins are assumed to have weight zero and overflow bins have weight one. Otherwise, the histogram is mirrored at the boundaries for the interpolation.

Definition at line 1156 of file RooDataHist.cxx.

◆ IsA()

TClass * RooDataHist::IsA ( ) const

inlineoverridevirtual

Returns: TClass describing current object

Reimplemented from RooAbsData.

Definition at line 282 of file RooDataHist.h.

◆ isNonPoissonWeighted()

bool RooDataHist::isNonPoissonWeighted ( ) const

overridevirtual

Returns true if dataset contains entries with a non-integer weight.

Reimplemented from RooAbsData.

Definition at line 2283 of file RooDataHist.cxx.

◆ isWeighted()

bool RooDataHist::isWeighted ( ) const

inlineoverridevirtual

Always returns true as all histograms use event weights.

Reimplemented from RooAbsData.

Definition at line 89 of file RooDataHist.h.

◆ makeDefaultDataStore()

std::unique_ptr< RooAbsDataStore > RooDataHist::makeDefaultDataStore	(	RooStringView	name,
		RooStringView	title,
		RooArgSet const &	vars
	)

staticprivate

Definition at line 94 of file RooDataHist.cxx.

◆ operator=()

RooDataHist & RooDataHist::operator= ( const RooDataHist & )

delete

◆ plotOn() [1/4]

RooAbsData::plotOn	(	RooPlot *	frame,
		const RooCmdArg &	arg1 = `{}`,
		const RooCmdArg &	arg2 = `{}`,
		const RooCmdArg &	arg3 = `{}`,
		const RooCmdArg &	arg4 = `{}`,
		const RooCmdArg &	arg5 = `{}`,
		const RooCmdArg &	arg6 = `{}`,
		const RooCmdArg &	arg7 = `{}`,
		const RooCmdArg &	arg8 = `{}`
	)		const

virtual

See also: RooPlot* plotOn(RooPlot* frame, const RooLinkedList& cmdList) const

PyROOT

The RooAbsData::plotOn() function is pythonized with the command argument pythonization. The keywords must correspond to the CmdArgs of the function.

Reimplemented from RooAbsData.

Definition at line 169 of file RooAbsData.cxx.

◆ plotOn() [2/4]

RooPlot * RooAbsData::plotOn	(	RooPlot *	frame,
		const RooLinkedList &	argList
	)		const

virtual

Plot dataset on specified frame.

By default:

An unbinned dataset will use the default binning of the target frame.
A binned dataset will retain its intrinsic binning.

The following optional named arguments can be used to modify the behaviour:

Note: Please follow the function links in the left column to learn about PyROOT specifics for a given option.

	Data representation options
RooFit::Asymmetry(const RooCategory& c)	Show the asymmetry of the data in given two-state category [F(+)-F(-)] / [F(+)+F(-)]. Category must have two states with indices -1 and +1 or three states with indices -1,0 and +1.
RooFit::Efficiency(const RooCategory& c)	Show the efficiency F(acc)/[F(acc)+F(rej)]. Category must have two states with indices 0 and 1
RooFit::DataError(Int_t)	Select the type of error drawn: `Auto(default)` results in Poisson for unweighted data and SumW2 for weighted data `Poisson` draws asymmetric Poisson confidence intervals. `SumW2` draws symmetric sum-of-weights error ( \( \left( \sum w \right)^2 / \sum\left(w^2\right) \) ) `None` draws no error bars
RooFit::Binning(int nbins, double xlo, double xhi)	Use specified binning to draw dataset
RooFit::Binning(const RooAbsBinning&)	Use specified binning to draw dataset
RooFit::Binning(const char* name)	Use binning with specified name to draw dataset
RooFit::RefreshNorm()	Force refreshing for PDF normalization information in frame. If set, any subsequent PDF will normalize to this dataset, even if it is not the first one added to the frame. By default only the 1st dataset added to a frame will update the normalization information
RooFit::Rescale(double f)	Rescale drawn histogram by given factor.
RooFit::Cut(const char*)	Only plot entries that pass the given cut. Apart from cutting in continuous variables `Cut("x>5")`, this can also be used to plot a specific category state. Use something like `Cut("myCategory == myCategory::stateA")`, where `myCategory` resolves to the state number for a given entry and `myCategory::stateA` resolves to the state number of the state named "stateA".
RooFit::CutRange(const char*)	Only plot data from given range. Separate multiple ranges with ",". Note This often requires passing the normalisation when plotting the PDF because RooFit does not save how many events were being plotted (it will only work for cutting slices out of uniformly distributed variables). data->plotOn(frame01, CutRange("SB1")); const double nData = data->sumEntries("", "SB1"); // Make clear that the target normalisation is nData. The enumerator NumEvent // is needed to switch between relative and absolute scaling. model.plotOn(frame01, Normalization(nData, RooAbsReal::NumEvent), ProjectionRange("SB1")); data Option_t Option_t TPoint TPoint const char GetTextMagnitude GetFillStyle GetLineColor GetLineWidth GetMarkerStyle GetTextAlign GetTextColor GetTextSize void data Definition TGWin32VirtualXProxy.cxx:104 RooAbsReal::NumEvent @ NumEvent Definition RooAbsReal.h:276
	Histogram drawing options
RooFit::DrawOption(const char* opt)	Select ROOT draw option for resulting TGraph object
RooFit::LineStyle(Style_t style)	Select line style by ROOT line style code, default is solid
RooFit::LineColor(Color_t color)	Select line color by ROOT color code, default is black
RooFit::LineWidth(Width_t width)	Select line with in pixels, default is 3
RooFit::MarkerStyle(Style_t style)	Select the ROOT marker style, default is 21
RooFit::MarkerColor(Color_t color)	Select the ROOT marker color, default is black
RooFit::MarkerSize(Size_t size)	Select the ROOT marker size
RooFit::FillStyle(Style_t style)	Select fill style, default is filled.
RooFit::FillColor(Color_t color)	Select fill color by ROOT color code
RooFit::XErrorSize(double frac)	Select size of X error bar as fraction of the bin width, default is 1
	Misc. other options
RooFit::Name(const char* name)	Give curve specified name in frame. Useful if curve is to be referenced later
RooFit::Invisible()	Add curve to frame, but do not display. Useful in combination AddTo()
RooFit::AddTo(const char* name, double wgtSel, double wgtOther)	Add constructed histogram to already existing histogram with given name and relative weight factors

Reimplemented from RooAbsData.

Definition at line 175 of file RooAbsData.cxx.

◆ plotOn() [3/4]

RooPlot * RooAbsData::plotOn	(	RooPlot *	frame,
		PlotOpt	o
	)		const

virtual

Create and fill a histogram of the frame's variable and append it to the frame.

The frame variable must be one of the data sets dimensions.

The plot range and the number of plot bins is determined by the parameters of the plot variable of the frame (RooAbsReal::setPlotRange(), RooAbsReal::setPlotBins()).

The optional cut string expression can be used to select the events to be plotted. The cut specification may refer to any variable contained in the data set.

The drawOptions are passed to the TH1::Draw() method.

See also: RooAbsData::plotOn(RooPlot*,const RooLinkedList&) const

Reimplemented from RooAbsData.

Definition at line 326 of file RooAbsData.cxx.

◆ plotOn() [4/4]

RooPlot * RooDataHist::plotOn	(	RooPlot *	frame,
		PlotOpt	o
	)		const

overridevirtual

Back end function to plotting functionality.

Plot RooDataHist on given frame in mode specified by plot options 'o'. The main purpose of this function is to match the specified binning on 'o' to the internal binning of the plot observable in this RooDataHist.

See also: RooAbsData::plotOn() for plotting options.

Reimplemented from RooAbsData.

Definition at line 1113 of file RooDataHist.cxx.

◆ printArgs()

void RooDataHist::printArgs ( std::ostream & os ) const

overridevirtual

Print argument of dataset, i.e. the observable names.

Reimplemented from RooPrintable.

Definition at line 2263 of file RooDataHist.cxx.

◆ printDataHistogram()

void RooDataHist::printDataHistogram	(	std::ostream &	os,
		RooRealVar *	obs
	)		const

Definition at line 2320 of file RooDataHist.cxx.

◆ printMultiline()

void RooDataHist::printMultiline	(	std::ostream &	os,
		Int_t	content,
		bool	verbose = `false`,
		TString	indent = `""`
	)		const

overridevirtual

Print the details on the dataset contents.

Reimplemented from RooAbsData.

Definition at line 2299 of file RooDataHist.cxx.

◆ printValue()

void RooDataHist::printValue ( std::ostream & os ) const

overridevirtual

Print value of the dataset, i.e. the sum of weights contained in the dataset.

Reimplemented from RooPrintable.

Definition at line 2252 of file RooDataHist.cxx.

◆ reduceEng()

std::unique_ptr< RooAbsData > RooDataHist::reduceEng	(	const RooArgSet &	varSubset,
		const RooFormulaVar *	cutVar,
		const char *	cutRange = `nullptr`,
		std::size_t	nStart = `0`,
		std::size_t	nStop = `std::numeric_limits<std::size_t>::max()`
	)

overrideprotectedvirtual

Implementation of RooAbsData virtual method that drives the RooAbsData::reduce() methods.

Implements RooAbsData.

Definition at line 916 of file RooDataHist.cxx.

◆ registerWeightArraysToDataStore()

void RooDataHist::registerWeightArraysToDataStore ( ) const

private

Hand over pointers to our weight arrays to the data store implementation.

Definition at line 2413 of file RooDataHist.cxx.

◆ removeSelfFromDir()

void RooDataHist::removeSelfFromDir ( )

inline

Definition at line 164 of file RooDataHist.h.

◆ reset()

void RooDataHist::reset ( )

overridevirtual

Reset all bin weights to zero.

Reimplemented from RooAbsData.

Definition at line 2158 of file RooDataHist.cxx.

◆ set() [1/4]

void RooDataHist::set	(	const RooArgSet &	row,
		double	wgt,
		double	wgtErr = `-1.`
	)

Set a bin content.

Parameters

[in]	row	Coordinates to compute the bin from.
[in]	wgt	New bin content.
[in]	wgtErr	Optional error of the bin content.

Definition at line 1791 of file RooDataHist.cxx.

◆ set() [2/4]

void RooDataHist::set	(	const RooArgSet &	row,
		double	wgt,
		double	wgtErrLo,
		double	wgtErrHi
	)

Set a bin content.

Parameters

[in]	row	Coordinates of the bin to be set.
[in]	wgt	New bin content.
[in]	wgtErrLo	Low error of the bin content.
[in]	wgtErrHi	High error of the bin content.

Definition at line 1732 of file RooDataHist.cxx.

◆ set() [3/4]

void RooDataHist::set	(	double	wgt,
		double	wgtErr = `-1`
	)

Write weight into current bin.

Set bin content of bin that was last loaded with get(std::size_t).

Deprecated:: Use set(std::size_t,double,double)

Parameters

[in]	wgt	New bin content.
[in]	wgtErr	Optional error of the bin content.

Definition at line 1777 of file RooDataHist.cxx.

◆ set() [4/4]

void RooDataHist::set	(	std::size_t	binNumber,
		double	wgt,
		double	wgtErr
	)

Set bin content of bin that was last loaded with get(std::size_t).

Parameters

[in]	binNumber	Optional bin number to set. If empty, currently active bin is set.
[in]	wgt	New bin content.
[in]	wgtErr	Error of the new bin content. If the weight need not have an error, use 0. or a negative number.

Definition at line 1754 of file RooDataHist.cxx.

◆ SetName()

void RooDataHist::SetName ( const char * name )

overridevirtual

Change the name of the RooDataHist.

Reimplemented from RooAbsData.

Definition at line 2230 of file RooDataHist.cxx.

◆ SetNameTitle()

void RooDataHist::SetNameTitle	(	const char *	name,
		const char *	title
	)

overridevirtual

Change the title of this RooDataHist.

Reimplemented from RooAbsData.

Definition at line 2242 of file RooDataHist.cxx.

◆ sliceIterator()

TIterator * RooDataHist::sliceIterator	(	RooAbsArg &	sliceArg,
		const RooArgSet &	otherArgs
	)

Create an iterator over all bins in a slice defined by the subset of observables listed in sliceArg.

The position of the slice is given by otherArgs

Definition at line 2212 of file RooDataHist.cxx.

◆ Streamer()

void RooDataHist::Streamer ( TBuffer & R__b )

overridevirtual

Stream an object of class RooDataHist.

Reimplemented from RooAbsData.

Definition at line 2332 of file RooDataHist.cxx.

◆ StreamerNVirtual()

void RooDataHist::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b )

inline

Definition at line 282 of file RooDataHist.h.

◆ sum() [1/3]

double RooDataHist::sum	(	bool	correctForBinSize,
		bool	inverseBinCor = `false`
	)		const

Return the sum of the weights of all bins in the histogram.

Parameters

[in]	correctForBinSize	Multiply the sum of weights in each bin with the N-dimensional bin volume, making the return value the integral over the function represented by this histogram.
[in]	inverseBinCor	Divide by the N-dimensional bin volume.

Definition at line 1853 of file RooDataHist.cxx.

◆ sum() [2/3]

double RooDataHist::sum	(	const RooArgSet &	sumSet,
		const RooArgSet &	sliceSet,
		bool	correctForBinSize,
		bool	inverseBinCor,
		const std::map< const RooAbsArg *, std::pair< double, double > > &	ranges,
		std::function< double(int)>	getBinScale = `[](int){ return 1.0; }`
	)

Return the sum of the weights of a multi-dimensional slice of the histogram by summing only over the dimensions specified in sumSet.

The coordinates of all other dimensions are fixed to those given in sliceSet

If correctForBinSize is specified, the sum of weights is multiplied by the M-dimensional bin volume, (M = N(sumSet)), or the fraction of it that falls inside the range rangeName, making the return value the integral over the function represented by this histogram.

If correctForBinSize is not specified, the weights are multiplied by the fraction of the bin volume that falls inside the range, i.e. a factor of binVolumeInRange/totalBinVolume.

Definition at line 1966 of file RooDataHist.cxx.

◆ sum() [3/3]

double RooDataHist::sum	(	const RooArgSet &	sumSet,
		const RooArgSet &	sliceSet,
		bool	correctForBinSize,
		bool	inverseBinCor = `false`
	)

Return the sum of the weights of a multi-dimensional slice of the histogram by summing only over the dimensions specified in sumSet.

The coordinates of all other dimensions are fixed to those given in sliceSet

If correctForBinSize is specified, the sum of weights is multiplied by the M-dimensional bin volume, (M = N(sumSet)), making the return value the integral over the function represented by this histogram

Definition at line 1889 of file RooDataHist.cxx.

◆ sumEntries() [1/2]

double RooDataHist::sumEntries ( ) const

overridevirtual

Sum the weights of all bins.

Implements RooAbsData.

Definition at line 2114 of file RooDataHist.cxx.

◆ sumEntries() [2/2]

double RooDataHist::sumEntries	(	const char *	cutSpec,
		const char *	cutRange = `nullptr`
	)		const

overridevirtual

Return the sum of weights in all entries matching cutSpec (if specified) and in named range cutRange (if specified) Return the.

Implements RooAbsData.

Definition at line 2125 of file RooDataHist.cxx.

◆ sumW2Array()

double const * RooDataHist::sumW2Array ( ) const

inline

Definition at line 219 of file RooDataHist.h.

◆ weight() [1/3]

double RooDataHist::weight ( ) const

inlineoverridevirtual

Return weight of last bin that was requested with get().

Deprecated:: Use the safer weight(std::size_t) const.

Implements RooAbsData.

Definition at line 185 of file RooDataHist.h.

◆ weight() [2/3]

double RooDataHist::weight	(	const RooArgSet &	bin,
		Int_t	intOrder = `1`,
		bool	correctForBinSize = `false`,
		bool	cdfBoundaries = `false`,
		bool	oneSafe = `false`
	)

Return the weight at given coordinates with optional interpolation.

Parameters

[in]	bin	Coordinates for which the weight should be calculated.
[in]	intOrder	Interpolation order, i.e. how many neighbouring bins are used for the interpolation. If zero, the bare weight for the bin enclosing the coordinatesis returned.
[in]	correctForBinSize	Enable the inverse bin volume correction factor.
[in]	cdfBoundaries	Enable the special boundary condition for a cdf: underflow bins are assumed to have weight zero and overflow bins have weight one. Otherwise, the histogram is mirrored at the boundaries for the interpolation.
[in]	oneSafe	Ignored.

Definition at line 1434 of file RooDataHist.cxx.

◆ weight() [3/3]

double RooDataHist::weight ( std::size_t i ) const

inline

Return weight of i-th bin.

See also: getIndex()

Definition at line 110 of file RooDataHist.h.

◆ weightArray()

double const * RooDataHist::weightArray ( ) const

inline

Definition at line 216 of file RooDataHist.h.

◆ weightError() [1/2]

void RooDataHist::weightError	(	double &	lo,
		double &	hi,
		ErrorType	etype = `Poisson`
	)		const

overridevirtual

Return the asymmetric errors on the current weight.

See also: weightError(ErrorType) const for symmetric error.

Parameters

[out]	lo	Low error.
[out]	hi	High error.
[in]	etype	Type of error to compute. May throw if not supported. Supported errors are `Poisson` Default. Asymmetric Poisson errors (68% CL). `SumW2` The square root of the sum of weights. (Symmetric). `None` Return zero.

Reimplemented from RooAbsData.

Definition at line 1570 of file RooDataHist.cxx.

◆ weightError() [2/2]

double RooDataHist::weightError ( ErrorType etype = Poisson ) const

inlineoverridevirtual

Return the symmetric error on the current weight.

See also weightError(double&,double&,ErrorType) const for asymmetric errors.

Reimplemented from RooAbsData.

Definition at line 125 of file RooDataHist.h.

◆ weightFast()

double RooDataHist::weightFast	(	const RooArgSet &	bin,
		int	intOrder,
		bool	correctForBinSize,
		bool	cdfBoundaries
	)

A faster version of RooDataHist::weight that assumes the passed arguments are aligned with the histogram variables.

Parameters

[in]	bin	Coordinates for which the weight should be calculated. Has to be aligned with the internal histogram variables.
[in]	intOrder	Interpolation order, i.e. how many neighbouring bins are used for the interpolation. If zero, the bare weight for the bin enclosing the coordinatesis returned.
[in]	correctForBinSize	Enable the inverse bin volume correction factor.
[in]	cdfBoundaries	Enable the special boundary condition for a cdf: underflow bins are assumed to have weight zero and overflow bins have weight one. Otherwise, the histogram is mirrored at the boundaries for the interpolation.

Definition at line 1399 of file RooDataHist.cxx.

◆ weightInterpolated()

double RooDataHist::weightInterpolated	(	const RooArgSet &	bin,
		int	intOrder,
		bool	correctForBinSize,
		bool	cdfBoundaries
	)

private

Return the weight at given coordinates with interpolation.

Parameters

[in]	bin	Coordinates for which the weight should be calculated. Has to be aligned with the internal histogram variables.
[in]	intOrder	Interpolation order, i.e. how many neighbouring bins are used for the interpolation.
[in]	correctForBinSize	Enable the inverse bin volume correction factor.
[in]	cdfBoundaries	Enable the special boundary condition for a cdf: underflow bins are assumed to have weight zero and overflow bins have weight one. Otherwise, the histogram is mirrored at the boundaries for the interpolation.

Definition at line 1470 of file RooDataHist.cxx.

◆ weights()

void RooDataHist::weights	(	double *	output,
		std::span< double const >	xVals,
		int	intOrder,
		bool	correctForBinSize,
		bool	cdfBoundaries
	)

A vectorized version of RooDataHist::weight() for one dimensional histograms with up to one dimensional interpolation.

Parameters

[out]	output	An array of weights corresponding the values in xVals.
[in]	xVals	An array of coordinates for which the weights should be calculated.
[in]	intOrder	Interpolation order; 0th and 1st order are supported.
[in]	correctForBinSize	Enable the inverse bin volume correction factor.
[in]	cdfBoundaries	Enable the special boundary condition for a cdf: Underflow bins are assumed to have weight zero and overflow bins have weight one. Otherwise, the histogram is mirrored at the boundaries for the interpolation.

Definition at line 1351 of file RooDataHist.cxx.

◆ weightSquared() [1/2]

double RooDataHist::weightSquared ( ) const

inlineoverridevirtual

Return squared weight of last bin that was requested with get().

Deprecated:: Use the safer weightSquared(std::size_t) const.

Implements RooAbsData.

Definition at line 190 of file RooDataHist.h.

◆ weightSquared() [2/2]

double RooDataHist::weightSquared ( std::size_t i ) const

inline

Return squared weight sum of i-th bin.

See also: getIndex(). If sumw2 is not being tracked, assume that all previous fill operations had a weight of 1, i.e., return the bare weight of the bin.

Definition at line 116 of file RooDataHist.h.

◆ wgtErrHiArray()

double const * RooDataHist::wgtErrHiArray ( ) const

inline

Definition at line 218 of file RooDataHist.h.

◆ wgtErrLoArray()

double const * RooDataHist::wgtErrLoArray ( ) const

inline

Definition at line 217 of file RooDataHist.h.

Friends And Related Symbol Documentation

◆ RooDataHistSliceIter

friend class RooDataHistSliceIter

friend

Definition at line 227 of file RooDataHist.h.

Member Data Documentation

◆ _arrSize

Int_t RooDataHist::_arrSize {0}

protected

Definition at line 246 of file RooDataHist.h.

◆ _binbounds

std::vector<std::vector<double> > RooDataHist::_binbounds

mutableprotected

! list of bin bounds per dimension

Definition at line 260 of file RooDataHist.h.

◆ _binv

double* RooDataHist::_binv {nullptr}

protected

[_arrSize] Bin volume array

Definition at line 253 of file RooDataHist.h.

◆ _cache_sum

double RooDataHist::_cache_sum {0.}

mutableprotected

! Cache for sum of entries ;

Definition at line 264 of file RooDataHist.h.

◆ _cache_sum_valid

Int_t RooDataHist::_cache_sum_valid {kInvalid}

mutableprotected

! Is cache sum valid? Needs to be Int_t instead of CacheSumState_t for subclasses.

Definition at line 263 of file RooDataHist.h.

◆ _curIndex

ULong64_t RooDataHist::_curIndex {std::numeric_limits<ULong64_t>::max()}

mutableprotected

Current index.

Definition at line 255 of file RooDataHist.h.

◆ _errHi

double* RooDataHist::_errHi {nullptr}

mutableprotected

[_arrSize] High-side error on weight array

Definition at line 251 of file RooDataHist.h.

◆ _errLo

double* RooDataHist::_errLo {nullptr}

mutableprotected

[_arrSize] Low-side error on weight array

Definition at line 250 of file RooDataHist.h.

◆ _idxMult

std::vector<Int_t> RooDataHist::_idxMult

protected

Definition at line 247 of file RooDataHist.h.

◆ _interpolationBuffer

std::vector<double> RooDataHist::_interpolationBuffer

private

! Buffer to contain values used for weight interpolation

Definition at line 280 of file RooDataHist.h.

◆ _lvbins

std::vector<std::unique_ptr<const RooAbsBinning> > RooDataHist::_lvbins

protected

! List of used binnings associated with lvalues

Definition at line 259 of file RooDataHist.h.

◆ _lvvars

std::vector<RooAbsLValue*> RooDataHist::_lvvars

protected

! List of observables casted as RooAbsLValue

Definition at line 258 of file RooDataHist.h.

◆ _pbinvCache

std::unordered_map<int,std::vector<double> > RooDataHist::_pbinvCache

mutableprotected

! Cache for arrays of partial bin volumes

Definition at line 257 of file RooDataHist.h.

◆ _sumw2

double* RooDataHist::_sumw2 {nullptr}

mutableprotected

[_arrSize] Sum of weights^2

Definition at line 252 of file RooDataHist.h.

◆ _varInfo

VarInfo RooDataHist::_varInfo

private

!

Definition at line 279 of file RooDataHist.h.

◆ _wgt

double* RooDataHist::_wgt {nullptr}

protected

[_arrSize] Weight array

Definition at line 249 of file RooDataHist.h.

Libraries for RooDataHist:

[legend]

The documentation for this class was generated from the following files:

roofit/roofitcore/inc/RooDataHist.h
roofit/roofitcore/src/RooDataHist.cxx

Inspecting a datahist

Plotting data.

Creating a datahist using RDataFrame

PyROOT

Classes

Public Member Functions

Static Public Member Functions

Protected Types

Protected Member Functions

Protected Attributes

Private Member Functions

Static Private Member Functions

Private Attributes

Friends

Additional Inherited Members

Member Enumeration Documentation

◆ CacheSumState_t

Constructor & Destructor Documentation

◆ RooDataHist() [1/9]

◆ RooDataHist() [2/9]

◆ RooDataHist() [3/9]

◆ RooDataHist() [4/9]

◆ RooDataHist() [5/9]

◆ RooDataHist() [6/9]

◆ RooDataHist() [7/9]

◆ RooDataHist() [8/9]

◆ RooDataHist() [9/9]

◆ ~RooDataHist()

Member Function Documentation

◆ _adjustBinning()

◆ add() [1/4]

◆ add() [2/4]

◆ add() [3/4]

◆ add() [4/4]

◆ adjustBinning()

◆ arraySize()

◆ binVolume() [1/3]

◆ binVolume() [2/3]

◆ binVolume() [3/3]

◆ binVolumes()

◆ calcTreeIndex() [1/2]

◆ calcTreeIndex() [2/2]

◆ calculatePartialBinVolume()

◆ calculateTreeIndexForCodeSquash()

◆ checkBinBounds()

◆ Class()

◆ Class_Name()

◆ Class_Version()

◆ Clone()

◆ DeclFileName()

◆ declWeightArrayForCodeSquash()

◆ emptyClone()

◆ get() [1/3]

◆ get() [2/3]

◆ get() [3/3]

◆ getBinnings()

◆ getIndex() [1/2]

◆ getIndex() [2/2]

◆ getVarInfo()

◆ getWeightBatch()

◆ importDHistSet()

◆ importTH1()

◆ importTH1Set()

◆ initialize()

◆ initializeAsymErrArrays()

◆ interpolateDim()

◆ interpolateLinear()

◆ interpolateQuadratic()

◆ IsA()

◆ isNonPoissonWeighted()

◆ isWeighted()

◆ makeDefaultDataStore()

◆ operator=()

◆ plotOn() [1/4]

PyROOT

◆ plotOn() [2/4]

◆ plotOn() [3/4]

◆ plotOn() [4/4]

◆ printArgs()

◆ printDataHistogram()