Generate a N-Dims histogram from input fields. More...

#include <NDHistogram.h>

Inheritance diagram for vtkm::filter::density_estimate::NDHistogram:

Public Member Functions
VTKM_CONT void	AddFieldAndBin (const std::string &fieldName, vtkm::Id numOfBins)

VTKM_CONT vtkm::Float64	GetBinDelta (size_t fieldIdx)

VTKM_CONT vtkm::Range	GetDataRange (size_t fieldIdx)

Public Member Functions inherited from vtkm::filter::FilterField
	FilterField ()

VTKM_CONT void	SetOutputFieldName (const std::string &name)

const VTKM_CONT std::string &	GetOutputFieldName () const

VTKM_CONT void	SetActiveField (const std::string &name, vtkm::cont::Field::Association association=vtkm::cont::Field::Association::Any)

void	SetActiveField (vtkm::IdComponent index, const std::string &name, vtkm::cont::Field::Association association=vtkm::cont::Field::Association::Any)

const VTKM_CONT std::string &	GetActiveFieldName (vtkm::IdComponent index=0) const

VTKM_CONT vtkm::cont::Field::Association	GetActiveFieldAssociation (vtkm::IdComponent index=0) const

VTKM_CONT void	SetActiveCoordinateSystem (vtkm::Id coord_idx)

VTKM_CONT void	SetActiveCoordinateSystem (vtkm::IdComponent index, vtkm::Id coord_idx)

VTKM_CONT vtkm::Id	GetActiveCoordinateSystemIndex () const

VTKM_CONT vtkm::Id	GetActiveCoordinateSystemIndex (vtkm::IdComponent index) const

VTKM_CONT void	SetUseCoordinateSystemAsField (bool val)

VTKM_CONT void	SetUseCoordinateSystemAsField (vtkm::IdComponent index, bool val)

VTKM_CONT bool	GetUseCoordinateSystemAsField (vtkm::IdComponent index=0) const

Public Member Functions inherited from vtkm::filter::Filter
virtual VTKM_CONT	~Filter ()

virtual VTKM_CONT bool	CanThread () const

VTKM_CONT void	SetThreadsPerCPU (vtkm::Id numThreads)

VTKM_CONT void	SetThreadsPerGPU (vtkm::Id numThreads)

VTKM_CONT vtkm::Id	GetThreadsPerCPU () const

VTKM_CONT vtkm::Id	GetThreadsPerGPU () const

VTKM_CONT bool	GetRunMultiThreadedFilter () const

VTKM_CONT void	SetRunMultiThreadedFilter (bool val)

void	SetInvoker (vtkm::cont::Invoker inv)
	Specify the vtkm::cont::Invoker to be used to execute worklets by this filter instance. More...

VTKM_CONT void	SetFieldsToPass (const vtkm::filter::FieldSelection &fieldsToPass)
	Specify which fields get passed from input to output. More...

VTKM_CONT void	SetFieldsToPass (vtkm::filter::FieldSelection &&fieldsToPass)
	Specify which fields get passed from input to output. More...

VTKM_CONT void	SetFieldsToPass (const vtkm::filter::FieldSelection &fieldsToPass, vtkm::filter::FieldSelection::Mode mode)
	Specify which fields get passed from input to output. More...

VTKM_CONT void	SetFieldsToPass (std::initializer_list< std::string > fields, vtkm::filter::FieldSelection::Mode mode=vtkm::filter::FieldSelection::Mode::Select)
	Specify which fields get passed from input to output. More...

VTKM_CONT void	SetFieldsToPass (std::initializer_list< std::pair< std::string, vtkm::cont::Field::Association >> fields, vtkm::filter::FieldSelection::Mode mode=vtkm::filter::FieldSelection::Mode::Select)
	Specify which fields get passed from input to output. More...

VTKM_CONT void	SetFieldsToPass (const std::string &fieldname, vtkm::cont::Field::Association association, vtkm::filter::FieldSelection::Mode mode=vtkm::filter::FieldSelection::Mode::Select)
	Specify which fields get passed from input to output. More...

VTKM_CONT void	SetFieldsToPass (const std::string &fieldname, vtkm::filter::FieldSelection::Mode mode)
	Specify which fields get passed from input to output. More...

const VTKM_CONT vtkm::filter::FieldSelection &	GetFieldsToPass () const
	Specify which fields get passed from input to output. More...

VTKM_CONT vtkm::filter::FieldSelection &	GetFieldsToPass ()
	Specify which fields get passed from input to output. More...

VTKM_CONT void	SetPassCoordinateSystems (bool flag)
	Specify whether to always pass coordinate systems. More...

VTKM_CONT bool	GetPassCoordinateSystems () const
	Specify whether to always pass coordinate systems. More...

VTKM_CONT vtkm::cont::DataSet	Execute (const vtkm::cont::DataSet &input)

VTKM_CONT vtkm::cont::PartitionedDataSet	Execute (const vtkm::cont::PartitionedDataSet &input)

Private Member Functions
VTKM_CONT vtkm::cont::DataSet	DoExecute (const vtkm::cont::DataSet &input) override

Private Attributes
std::vector< vtkm::Id >	NumOfBins

std::vector< std::string >	FieldNames

std::vector< vtkm::Float64 >	BinDeltas

std::vector< vtkm::Range >	DataRanges

Additional Inherited Members
Protected Member Functions inherited from vtkm::filter::FilterField
const VTKM_CONT vtkm::cont::Field &	GetFieldFromDataSet (const vtkm::cont::DataSet &input) const

const VTKM_CONT vtkm::cont::Field &	GetFieldFromDataSet (vtkm::IdComponent index, const vtkm::cont::DataSet &input) const

template<typename Functor , typename... Args>
VTKM_CONT void	CastAndCallScalarField (const vtkm::cont::UnknownArrayHandle &fieldArray, Functor &&functor, Args &&... args) const

template<typename Functor , typename... Args>
VTKM_CONT void	CastAndCallScalarField (const vtkm::cont::Field &field, Functor &&functor, Args &&... args) const

template<vtkm::IdComponent VecSize, typename Functor , typename... Args>
VTKM_CONT void	CastAndCallVecField (const vtkm::cont::UnknownArrayHandle &fieldArray, Functor &&functor, Args &&... args) const

template<vtkm::IdComponent VecSize, typename Functor , typename... Args>
VTKM_CONT void	CastAndCallVecField (const vtkm::cont::Field &field, Functor &&functor, Args &&... args) const

VTKM_CONT vtkm::cont::DataSet	CreateResultField (const vtkm::cont::DataSet &inDataSet, const vtkm::cont::Field &resultField) const
	Create the output data set for `DoExecute` More...

VTKM_CONT vtkm::cont::DataSet	CreateResultField (const vtkm::cont::DataSet &inDataSet, const std::string &resultFieldName, vtkm::cont::Field::Association resultFieldAssociation, const vtkm::cont::UnknownArrayHandle &resultFieldArray) const
	Create the output data set for `DoExecute` More...

VTKM_CONT vtkm::cont::DataSet	CreateResultFieldPoint (const vtkm::cont::DataSet &inDataSet, const std::string &resultFieldName, const vtkm::cont::UnknownArrayHandle &resultFieldArray) const
	Create the output data set for `DoExecute` More...

VTKM_CONT vtkm::cont::DataSet	CreateResultFieldCell (const vtkm::cont::DataSet &inDataSet, const std::string &resultFieldName, const vtkm::cont::UnknownArrayHandle &resultFieldArray) const
	Create the output data set for `DoExecute` More...

Protected Member Functions inherited from vtkm::filter::Filter
VTKM_CONT vtkm::cont::DataSet	CreateResult (const vtkm::cont::DataSet &inDataSet) const
	Create the output data set for `DoExecute`. More...

VTKM_CONT vtkm::cont::PartitionedDataSet	CreateResult (const vtkm::cont::PartitionedDataSet &input, const vtkm::cont::PartitionedDataSet &resultPartitions) const
	Create the output data set for `DoExecute`. More...

template<typename FieldMapper >
VTKM_CONT vtkm::cont::PartitionedDataSet	CreateResult (const vtkm::cont::PartitionedDataSet &input, const vtkm::cont::PartitionedDataSet &resultPartitions, FieldMapper &&fieldMapper) const
	Create the output data set for `DoExecute`. More...

template<typename FieldMapper >
VTKM_CONT vtkm::cont::DataSet	CreateResult (const vtkm::cont::DataSet &inDataSet, const vtkm::cont::UnknownCellSet &resultCellSet, FieldMapper &&fieldMapper) const
	Create the output data set for `DoExecute`. More...

virtual VTKM_CONT vtkm::cont::PartitionedDataSet	DoExecutePartitions (const vtkm::cont::PartitionedDataSet &inData)

template<typename FieldMapper >
VTKM_CONT vtkm::cont::DataSet	CreateResultCoordinateSystem (const vtkm::cont::DataSet &inDataSet, const vtkm::cont::UnknownCellSet &resultCellSet, const vtkm::cont::CoordinateSystem &resultCoordSystem, FieldMapper &&fieldMapper) const
	Create the output data set for `DoExecute`. More...

template<typename FieldMapper >
VTKM_CONT vtkm::cont::DataSet	CreateResultCoordinateSystem (const vtkm::cont::DataSet &inDataSet, const vtkm::cont::UnknownCellSet &resultCellSet, const std::string &coordsName, const vtkm::cont::UnknownArrayHandle &coordsData, FieldMapper &&fieldMapper) const
	Create the output data set for `DoExecute`. More...

Protected Attributes inherited from vtkm::filter::Filter
vtkm::cont::Invoker	Invoke

Detailed Description

Generate a N-Dims histogram from input fields.

This filter takes a data set and with target fields and bins defined, it would generate a N-Dims histogram from input fields. The result is stored in a field named as "Frequency". This filed contains all the frequencies of the N-Dims histogram in sparse representation. That being said, the result field does not store 0 frequency bins. Meanwhile all input fields now would have the same length and store bin ids instead. E.g. (FieldA[i], FieldB[i], FieldC[i], Frequency[i]) is a bin in the histogram. The first three numbers are binIDs for FieldA, FieldB and FieldC. Frequency[i] stores the frequency for this bin (FieldA[i], FieldB[i], FieldC[i]).

Member Function Documentation

◆ AddFieldAndBin()

VTKM_CONT void vtkm::filter::density_estimate::NDHistogram::AddFieldAndBin	(	const std::string &	fieldName,
		vtkm::Id	numOfBins
	)

◆ DoExecute()

VTKM_CONT vtkm::cont::DataSet vtkm::filter::density_estimate::NDHistogram::DoExecute ( const vtkm::cont::DataSet & input )

overrideprivatevirtual

Implements vtkm::filter::Filter.

◆ GetBinDelta()

VTKM_CONT vtkm::Float64 vtkm::filter::density_estimate::NDHistogram::GetBinDelta ( size_t fieldIdx )

◆ GetDataRange()

VTKM_CONT vtkm::Range vtkm::filter::density_estimate::NDHistogram::GetDataRange ( size_t fieldIdx )

Member Data Documentation

◆ BinDeltas

std::vector<vtkm::Float64> vtkm::filter::density_estimate::NDHistogram::BinDeltas

private

◆ DataRanges

std::vector<vtkm::Range> vtkm::filter::density_estimate::NDHistogram::DataRanges

private

◆ FieldNames

std::vector<std::string> vtkm::filter::density_estimate::NDHistogram::FieldNames

private

◆ NumOfBins

std::vector<vtkm::Id> vtkm::filter::density_estimate::NDHistogram::NumOfBins

private

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

NDHistogram.h

Public Member Functions

Private Member Functions

Private Attributes

Additional Inherited Members

Detailed Description

Member Function Documentation

◆ AddFieldAndBin()

◆ DoExecute()

◆ GetBinDelta()

◆ GetDataRange()

Member Data Documentation

◆ BinDeltas

◆ DataRanges

◆ FieldNames

◆ NumOfBins