template<class DataSet_t>
class RooAbsDataHelper< DataSet_t >

This is a helper for an RDataFrame action, which fills RooFit data classes.

Template Parameters

DataSet_t Either RooDataSet or RooDataHist.

To construct RooDataSet / RooDataHist within RDataFrame

Construct one of the two action helpers RooDataSetHelper or RooDataHistHelper. Pass constructor arguments to RooAbsDataHelper::RooAbsDataHelper() as for the original classes. The arguments are forwarded to the actual data classes without any changes.
Book the helper as an RDataFrame action. Here, the RDataFrame column types have to be passed as template parameters.
Pass the column names to the Book action. These are matched by position to the variables of the dataset.

All arguments passed to are forwarded to RooDataSet::RooDataSet() / RooDataHist::RooDataHist().

Usage example:

RooRealVar x("x", "x", -5.,   5.);
RooRealVar y("y", "y", -50., 50.);
auto myDataSet = rdataframe.Book<double, double>(
  RooDataSetHelper{"dataset",          // Name   (directly forwarded to RooDataSet::RooDataSet())
                  "Title of dataset",  // Title  (                   ~ " ~                      )
                  RooArgSet(x, y) },   // Variables to create in dataset
  {"x", "y"}                           // Column names from RDataFrame
);

Warning: Variables in the dataset and columns in RDataFrame are matched by position, not by name. This enables the easy exchanging of columns that should be filled into the dataset.

Definition at line 68 of file RooAbsDataHelper.h.

Public Types
using	Result_t = DataSet_t

Public Member Functions
template<typename... Args_t>
	RooAbsDataHelper (Args_t &&... args)
	Construct a helper to create RooDataSet/RooDataHist.

	RooAbsDataHelper (const RooAbsDataHelper &)=delete
	Copy is discouraged.

	RooAbsDataHelper (RooAbsDataHelper &&other)
	Move constructor. It transfers ownership of the internal RooAbsData object.

template<typename... ColumnTypes>
void	Exec (unsigned int slot, ColumnTypes... values)
	Method that RDataFrame calls to pass a new event.

void	Finalize ()
	Empty all buffers into the dataset/hist to finish processing.

std::string	GetActionName ()
	RDataFrame interface method.

std::shared_ptr< DataSet_t >	GetResultPtr () const
	Return internal dataset/hist.

void	Initialize ()
	RDataFrame interface method. Nothing has to be initialised.

void	InitTask (TTreeReader *, unsigned int)
	RDataFrame interface method. No tasks.

Public Member Functions inherited from ROOT::Detail::RDF::RActionImpl< RooAbsDataHelper< DataSet_t > >
virtual	~RActionImpl ()=default

auto	CallFinalizeTask (unsigned int slot) -> decltype(std::declval< T >().FinalizeTask(slot))

void	CallFinalizeTask (unsigned int, Args...)

RooAbsDataHelper< DataSet_t >	CallMakeNew (void *, Args...)

auto	CallMakeNew (void *typeErasedResSharedPtr) -> decltype(std::declval< T >().MakeNew(typeErasedResSharedPtr))

void *	CallPartialUpdate (...)

auto	CallPartialUpdate (unsigned int slot) -> decltype(std::declval< H >().PartialUpdate(slot),(void *)(nullptr))

virtual std::unique_ptr< RMergeableValueBase >	GetMergeableValue () const

virtual ROOT::RDF::SampleCallback_t	GetSampleCallback ()
	Override this method to register a callback that is executed before the processing a new data sample starts.

Private Member Functions
void	FillDataSet (const std::vector< double > &events, unsigned int eventSize)
	Append all `events` to the internal RooDataSet or increment the bins of a RooDataHist at the given locations.

Private Attributes
std::shared_ptr< DataSet_t >	_dataset

std::vector< std::vector< double > >	_events

const std::size_t	_eventSize

std::mutex	_mutex_dataset

std::size_t	_numInvalid = 0

#include <RooAbsDataHelper.h>

Inheritance diagram for RooAbsDataHelper< DataSet_t >:

[legend]

Member Typedef Documentation

◆ Result_t

template<class DataSet_t >

using RooAbsDataHelper< DataSet_t >::Result_t = DataSet_t

Definition at line 70 of file RooAbsDataHelper.h.

Constructor & Destructor Documentation

◆ RooAbsDataHelper() [1/3]

template<class DataSet_t >

template<typename... Args_t>

RooAbsDataHelper< DataSet_t >::RooAbsDataHelper ( Args_t &&... args )

inline

Construct a helper to create RooDataSet/RooDataHist.

Template Parameters

Args_t Parameter pack of arguments.

Parameters

args	Constructor arguments for RooDataSet::RooDataSet() or RooDataHist::RooDataHist(). All arguments will be forwarded as they are.

Definition at line 87 of file RooAbsDataHelper.h.

◆ RooAbsDataHelper() [2/3]

template<class DataSet_t >

RooAbsDataHelper< DataSet_t >::RooAbsDataHelper ( RooAbsDataHelper< DataSet_t > && other )

inline

Move constructor. It transfers ownership of the internal RooAbsData object.

Definition at line 97 of file RooAbsDataHelper.h.

◆ RooAbsDataHelper() [3/3]

template<class DataSet_t >

RooAbsDataHelper< DataSet_t >::RooAbsDataHelper ( const RooAbsDataHelper< DataSet_t > & )

delete

Copy is discouraged.

Use rdataframe.Book<...>(std::move(absDataHelper), ...) instead.

Member Function Documentation

◆ Exec()

template<class DataSet_t >

template<typename... ColumnTypes>

void RooAbsDataHelper< DataSet_t >::Exec	(	unsigned int	slot,
		ColumnTypes...	values
	)

inline

Method that RDataFrame calls to pass a new event.

Parameters

slot	When IMT is used, this is a number in the range [0, nSlots) to fill lock free.
values	x, y, z, ... coordinates of the event.

Definition at line 122 of file RooAbsDataHelper.h.

◆ FillDataSet()

template<class DataSet_t >

void RooAbsDataHelper< DataSet_t >::FillDataSet	(	const std::vector< double > &	events,
		unsigned int	eventSize
	)

inlineprivate

Append all events to the internal RooDataSet or increment the bins of a RooDataHist at the given locations.

Parameters

events Events to fill into data. The layout is assumed to be (x, y, z, ...) (x, y, z, ...), (...).

Note: The order of the variables inside events must be consistent with the order given in the constructor. No matching by name is performed.

Parameters

eventSize Size of a single event.

Definition at line 165 of file RooAbsDataHelper.h.

◆ Finalize()

template<class DataSet_t >

void RooAbsDataHelper< DataSet_t >::Finalize ( )

inline

Empty all buffers into the dataset/hist to finish processing.

Definition at line 145 of file RooAbsDataHelper.h.

◆ GetActionName()

template<class DataSet_t >

std::string RooAbsDataHelper< DataSet_t >::GetActionName ( )

inline

RDataFrame interface method.

Definition at line 115 of file RooAbsDataHelper.h.

◆ GetResultPtr()

template<class DataSet_t >

std::shared_ptr< DataSet_t > RooAbsDataHelper< DataSet_t >::GetResultPtr ( ) const

inline

Return internal dataset/hist.

Definition at line 109 of file RooAbsDataHelper.h.

◆ Initialize()

template<class DataSet_t >

void RooAbsDataHelper< DataSet_t >::Initialize ( )

inline

RDataFrame interface method. Nothing has to be initialised.

Definition at line 111 of file RooAbsDataHelper.h.

◆ InitTask()

template<class DataSet_t >

void RooAbsDataHelper< DataSet_t >::InitTask	(	TTreeReader *	,
		unsigned int
	)

template<class DataSet_t >

std::size_t RooAbsDataHelper< DataSet_t >::_numInvalid = 0

private

Definition at line 75 of file RooAbsDataHelper.h.

roofit/RDataFrameHelpers/inc/RooAbsDataHelper.h

Usage example:

Public Types

Public Member Functions

Private Member Functions

Private Attributes

Member Typedef Documentation

◆ Result_t

Constructor & Destructor Documentation

◆ RooAbsDataHelper() [1/3]

◆ RooAbsDataHelper() [2/3]

◆ RooAbsDataHelper() [3/3]

Member Function Documentation

◆ Exec()

◆ FillDataSet()

◆ Finalize()

◆ GetActionName()

◆ GetResultPtr()

◆ Initialize()

◆ InitTask()

Member Data Documentation

◆ _dataset

◆ _events

◆ _eventSize

◆ _mutex_dataset

◆ _numInvalid