Common base template for all matrix wrapper types. More...

#include <MatrixBase.hpp>

Inheritance diagram for geos::MatrixBase< MATRIX, VECTOR >:

Protected Types
using	Base = LinearOperator< VECTOR >
	Alias for base type.

using	Matrix = MATRIX
	Type alias for actual derived matrix class.

using	Vector = VECTOR
	Type alias for a compatible vector class.

Protected Member Functions
virtual localIndex	numLocalRows () const=0
	Get the number of local rows. More...

virtual localIndex	numLocalCols () const=0
	Get the number of local columns. More...

virtual globalIndex	numGlobalRows () const=0
	Get the number of global rows. More...

virtual globalIndex	numGlobalCols () const=0
	Get the number of global columns. More...

Status query methods
bool	closed () const
	Query matrix closed status. More...

bool	assembled () const
	Query matrix assembled status. More...

bool	ready () const
	Query matrix ready status. More...

bool	modifiable () const
	Query matrix status. More...

bool	insertable () const
	Query matrix status. More...

virtual bool	created () const =0
	Query matrix creation status. More...

DofManager related methods
Some solvers and preconditioners rely on information about degrees-of-freedom of the linear problem represented by a matrix (for example, to decompose the matrix into blocks representing various parts of the physical problem). This lightweight interface allows one to associate a DofManager instance with the matrix, and thus avoid having to pass it to the preconditioner separately. The association is non-owning, the user must ensure the lifetime of DofManager object while any solvers/preconditioners set up with this matrix are in use.
void	setDofManager (DofManager const *const dofManager)
	Associate a DofManager with this matrix. More...

const DofManager *	dofManager () const

Create Methods
virtual void	createWithLocalSize (localIndex const localSize, localIndex const maxEntriesPerRow, MPI_Comm const &comm)
	Create a square matrix from local number of rows. More...

virtual void	createWithGlobalSize (globalIndex const globalSize, localIndex const maxEntriesPerRow, MPI_Comm const &comm)
	Create a square matrix from global number of rows. More...

virtual void	createWithLocalSize (localIndex const localRows, localIndex const localCols, localIndex const maxEntriesPerRow, MPI_Comm const &comm)=0
	Create a rectangular matrix from number of rows/columns. More...

virtual void	createWithGlobalSize (globalIndex const globalRows, globalIndex const globalCols, localIndex const maxEntriesPerRow, MPI_Comm const &comm)=0
	Create a rectangular matrix from number of rows/columns. More...

virtual void	create (CRSMatrixView< real64 const, globalIndex const > const &localMatrix, localIndex const numLocalColumns, MPI_Comm const &comm)
	Create parallel matrix from a local CRS matrix. More...

Open/close methods
virtual void	open ()=0
	Open matrix for adding new entries. More...

virtual void	close ()=0
	Assemble and compress the matrix. More...

virtual void	reset ()
	Reset the matrix to default state.

Global modification methods
virtual void	set (real64 const value)=0
	Set all non-zero elements to a value. More...

virtual void	zero ()=0
	Set all elements to zero.

Add/Set/Insert Methods
`insert` method can only be used while the matrix is being filled for the first time, e.g. during sparsity pattern construction. `add` and `set` methods can only be used after the matrix has been assembled, and both only accept entries that already exist in the sparsity pattern. Note Caution: these methods are not thread-safe.
virtual void	add (globalIndex const rowIndex, globalIndex const colIndex, real64 const value)=0
	Add to one element. More...

virtual void	set (globalIndex const rowIndex, globalIndex const colIndex, real64 const value)=0
	Set one element. More...

virtual void	insert (globalIndex const rowIndex, globalIndex const colIndex, real64 const value)=0
	Insert one element. More...

virtual void	add (globalIndex const rowIndex, globalIndex const colIndices, real64 const values, localIndex const size)=0
	Add elements to one row using c-style arrays. More...

virtual void	set (globalIndex const rowIndex, globalIndex const colIndices, real64 const values, localIndex const size)=0
	Set elements to one row using c-style arrays. More...

virtual void	insert (globalIndex const rowIndex, globalIndex const colIndices, real64 const values, localIndex const size)=0
	Insert elements to one row using c-style arrays. More...

virtual void	add (globalIndex const rowIndex, arraySlice1d< globalIndex const > const &colIndices, arraySlice1d< real64 const > const &values)=0
	Add elements to one row using array1d. More...

virtual void	set (globalIndex const rowIndex, arraySlice1d< globalIndex const > const &colIndices, arraySlice1d< real64 const > const &values)=0
	Set elements of one row using array1d. More...

virtual void	insert (globalIndex const rowIndex, arraySlice1d< globalIndex const > const &colIndices, arraySlice1d< real64 const > const &values)=0
	Insert elements of one row using array1d. More...

virtual void	add (arraySlice1d< globalIndex const > const &rowIndices, arraySlice1d< globalIndex const > const &colIndices, arraySlice2d< real64 const > const &values)=0
	Add a dense block of values. More...

virtual void	set (arraySlice1d< globalIndex const > const &rowIndices, arraySlice1d< globalIndex const > const &colIndices, arraySlice2d< real64 const > const &values)=0
	Set a dense block of values. More...

virtual void	insert (arraySlice1d< globalIndex const > const &rowIndices, arraySlice1d< globalIndex const > const &colIndices, arraySlice2d< real64 const > const &values)=0
	Insert a dense block of values. More...

virtual void	add (globalIndex const rowIndices, globalIndex const colIndices, real64 const *values, localIndex const numRows, localIndex const numCols)=0
	Add a dense block of values. More...

virtual void	set (globalIndex const rowIndices, globalIndex const colIndices, real64 const *values, localIndex const numRows, localIndex const numCols)=0
	Set a dense block of values. More...

virtual void	insert (globalIndex const rowIndices, globalIndex const colIndices, real64 const *values, localIndex const numRows, localIndex const numCols)=0
	Insert dense matrix. More...

virtual void	insert (arrayView1d< globalIndex const > const &rowIndices, arrayView1d< globalIndex const > const &colIndices, arrayView1d< real64 const > const &values)=0
	Insert values stored in 3 linear vectors. More...

Linear Algebra Methods
virtual void	apply (Vector const &src, Vector &dst) const override=0
	Apply operator to a vector, `dst = this(src)`. More...

virtual void	applyTranspose (Vector const &src, Vector &dst) const =0
	Apply transpose of the matrix to a vector. More...

virtual void	residual (Vector const &x, Vector const &b, Vector &r) const override
	Compute residual `r = b - A * x`. More...

virtual void	multiply (Matrix const &src, Matrix &dst) const =0
	Matrix/Matrix multiplication. More...

virtual void	leftMultiplyTranspose (Matrix const &src, Matrix &dst) const =0
	Matrix/Matrix transpose multiplication. More...

virtual void	rightMultiplyTranspose (Matrix const &src, Matrix &dst) const =0
	Matrix/Matrix transpose multiplication. More...

virtual void	multiplyRAP (Matrix const &R, Matrix const &P, Matrix &dst) const
	Compute the triple product `dst = R * this * P` More...

virtual void	multiplyPtAP (Matrix const &P, Matrix &dst) const
	Compute the triple product `dst = P^T * this * P` More...

virtual void	multiplyRARt (Matrix const &R, Matrix &dst) const
	Compute the triple product `dst = R * this * R^T` More...

virtual void	gemv (real64 const alpha, Vector const &x, real64 const beta, Vector &y, bool useTranspose=false) const =0
	Compute gemv `y = alphaAx + beta*y`. More...

virtual void	separateComponentFilter (Matrix &dst, integer const dofPerPoint) const =0
	Apply a separate component approximation (filter) to this matrix. More...

virtual void	scale (real64 const scalingFactor)=0
	Multiply all elements by scalingFactor. More...

virtual void	leftScale (Vector const &vec)=0
	Pre-multiplies (left) with diagonal matrix consisting of the values in vec. More...

virtual void	rightScale (Vector const &vec)=0
	Post-multiplies (right) with diagonal matrix consisting of the values in vec. More...

virtual void	leftRightScale (Vector const &vecLeft, Vector const &vecRight)=0
	Post-multiplies (right) with diagonal matrix consisting of the values in vecRight and pre-multiplies (left) with diagonal matrix consisting of the values in vec. More...

virtual void	rescaleRows (arrayView1d< globalIndex const > const &rowIndices, RowSumType const rowSumType)=0
	Rescales selected rows of matrix using row sum reciprocal as a factor. More...

virtual void	transpose (Matrix &dst) const =0
	Matrix transposition. More...

virtual real64	clearRow (globalIndex const row, bool const keepDiag=false, real64 const diagValue=0.0)=0
	Clear a row, and optionally set diagonal element to `diagValue`. More...

virtual void	addEntries (Matrix const &src, MatrixPatternOp const op, real64 const scale)=0
	Add entries of another matrix to this. More...

virtual void	addDiagonal (Vector const &src, real64 const scale)=0
	Add (scaled) entries of a vector to the diagonal of this matrix. More...

virtual void	clampEntries (real64 const lo, real64 const hi, bool const excludeDiag)=0
	Clamp each matrix value between values of `lo` and `hi`. More...

Accessors Methods
virtual localIndex	maxRowLength () const =0
	Returns the number of nonzero entries in the longest row of the matrix. More...

virtual localIndex	rowLength (globalIndex const globalRowIndex) const =0
	Get row length via global row index. More...

virtual void	getRowLengths (arrayView1d< localIndex > const &lengths) const =0
	Get the row lengths of every local row. More...

virtual void	getRowCopy (globalIndex const globalRow, arraySlice1d< globalIndex > const &colIndices, arraySlice1d< real64 > const &values) const =0
	Returns a copy of the data in row `globalRow`. More...

virtual void	extractDiagonal (Vector &dst) const =0
	Extract diagonal values into a vector. More...

virtual void	getRowSums (Vector &dst, RowSumType const rowSumType) const =0
	Populate a vector with row sums of `this`. More...

virtual globalIndex	ilower () const =0
	Returns the index of the first global row owned by that processor. More...

virtual globalIndex	iupper () const =0
	Returns index one past the last global row owned by that processor. More...

virtual globalIndex	jlower () const =0
	Returns the index of the first global col owned by that processor. More...

virtual globalIndex	jupper () const =0
	Returns index one past the last global col owned by that processor. More...

virtual localIndex	numLocalNonzeros () const =0
	Returns the number of nonzeros in the local portion of the matrix. More...

virtual globalIndex	numGlobalNonzeros () const =0
	Returns the total number of nonzeros in the matrix. More...

virtual real64	normInf () const =0
	Returns the infinity norm of the matrix. More...

virtual real64	norm1 () const =0
	Returns the one norm of the matrix. More...

virtual real64	normFrobenius () const =0
	Returns the Frobenius norm of the matrix. More...

virtual real64	normMax () const =0
	Returns the max norm of the matrix (the largest absolute element value). More...

virtual real64	normMax (arrayView1d< globalIndex const > const &rowIndices) const =0
	Returns the max norm of the matrix on a subset of rows. More...

virtual localIndex	getLocalRowID (globalIndex const index) const =0
	Map a global row index to local row index. More...

virtual globalIndex	getGlobalRowID (localIndex const index) const =0
	Map a local row index to global row index. More...

I/O Methods
virtual void	print (std::ostream &os=std::cout) const =0
	Print the matrix in Trilinos format to a stream. More...

virtual void	write (string const &filename, LAIOutputFormat const format=LAIOutputFormat::MATRIX_MARKET) const =0
	Write the matrix to filename in a matlab-compatible format. More...

Protected Attributes
bool	m_closed = true
	Flag indicating whether the matrix is currently open for adding new entries.

bool	m_assembled = false
	Flag indicating whether the matrix (sparsity pattern) has been assembled.

const DofManager *	m_dofManager {}
	(optional) DofManager associated with this matrix

Friends
std::ostream &	operator<< (std::ostream &os, Matrix const &matrix)
	Stream insertion operator for all matrix types. More...

Additional Inherited Members
Public Types inherited from geos::LinearOperator< VECTOR >
using	Vector = VECTOR
	Alias for template parameter.

Public Member Functions inherited from geos::LinearOperator< VECTOR >
	LinearOperator ()=default
	Constructor.

virtual	~LinearOperator ()=default
	Destructor.

virtual globalIndex	numGlobalRows () const =0
	Get the number of global rows. More...

virtual globalIndex	numGlobalCols () const =0
	Get the number of global columns. More...

virtual localIndex	numLocalRows () const =0
	Get the number of local rows. More...

virtual localIndex	numLocalCols () const =0
	Get the number of local columns. More...

virtual MPI_Comm	comm () const =0
	Get the MPI communicator the matrix was created with. More...

Detailed Description

template<typename MATRIX, typename VECTOR>
class geos::MatrixBase< MATRIX, VECTOR >

Common base template for all matrix wrapper types.

Template Parameters

MATRIX	derived matrix type
VECTOR	compatible vector type

This class template provides a common interface for all derived matrix wrapper types. Most methods are pure abstract in order to get the compiler to enforce a common interface in all derived classes; the class should be inherited from privately by implementations to avoid the possibility of accidentally invoking virtual function calls. Some basic facilities are provided related to matrix lifecycle. These include status flags and corresponding status query functions.

As an added benefit, the documentation for matrix interface also lives here and does not need to be duplicated across matrix wrappers. Derived classes should still document specific functions in case a particular LA package's behavior deviates from expectations or has unexpected performance impacts. In that case, @copydoc tag can be used to copy over the documentation.

Definition at line 74 of file MatrixBase.hpp.

Member Function Documentation

◆ add() [1/5]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::add	(	arraySlice1d< globalIndex const > const &	rowIndices,
		arraySlice1d< globalIndex const > const &	colIndices,
		arraySlice2d< real64 const > const &	values
	)

protectedpure virtual

Add a dense block of values.

Parameters

rowIndices	Global row indices
colIndices	Global col indices
values	Dense local matrix of values

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ add() [2/5]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::add	(	globalIndex const *	rowIndices,
		globalIndex const *	colIndices,
		real64 const *	values,
		localIndex const	numRows,
		localIndex const	numCols
	)

protectedpure virtual

Add a dense block of values.

Parameters

rowIndices	Global row indices
colIndices	Global col indices
values	Dense local matrix of values
numRows	Number of row indices
numCols	Number of column indices

Note: Row major layout assumed in values

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ add() [3/5]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::add	(	globalIndex const	rowIndex,
		arraySlice1d< globalIndex const > const &	colIndices,
		arraySlice1d< real64 const > const &	values
	)

protectedpure virtual

Add elements to one row using array1d.

Parameters

rowIndex	Global row index
colIndices	Global column indices
values	Values to add to prescribed locations

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ add() [4/5]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::add	(	globalIndex const	rowIndex,
		globalIndex const *	colIndices,
		real64 const *	values,
		localIndex const	size
	)

protectedpure virtual

Add elements to one row using c-style arrays.

Parameters

rowIndex	Global row index
colIndices	Global column indices
values	Values to add to prescribed locations
size	Number of elements

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ add() [5/5]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::add	(	globalIndex const	rowIndex,
		globalIndex const	colIndex,
		real64 const	value
	)

protectedpure virtual

Add to one element.

Parameters

rowIndex	Global row index
colIndex	Global column index
value	Value to add to prescribed location

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ addDiagonal()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::addDiagonal	(	Vector const &	src,
		real64 const	scale
	)

protectedpure virtual

Add (scaled) entries of a vector to the diagonal of this matrix.

Parameters

src	the source vector
scale	optional scaling factor

Note: this must be square and have a (possibly zero) diagonal entry in every row. this and src must have the same parallel row distribution.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ addEntries()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::addEntries	(	Matrix const &	src,
		MatrixPatternOp const	op,
		real64 const	scale
	)

protectedpure virtual

Add entries of another matrix to this.

Parameters

src	the source matrix
op	handling of nonzero patterns, see MatrixPatternOp
scale	factor to scale entries of `src` by

Note: Sparsity pattern of this must be a superset of sparsity of src. this and src must have the same parallel row distribution.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ apply()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::apply	(	Vector const &	src,
		Vector &	dst
	)		const

overrideprotectedpure virtual

Apply operator to a vector, dst = this(src).

Parameters

src	input vector
dst	output vector

Warning: src and dst cannot alias the same vector (some implementations may allow this).

Implements geos::LinearOperator< VECTOR >.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ applyTranspose()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::applyTranspose	(	Vector const &	src,
		Vector &	dst
	)		const

protectedpure virtual

Apply transpose of the matrix to a vector.

Parameters

src	Input vector (x).
dst	Output vector (b).

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ assembled()

template<typename MATRIX , typename VECTOR >

bool geos::MatrixBase< MATRIX, VECTOR >::assembled ( ) const

inlineprotected

Query matrix assembled status.

Returns: true if matrix has been opened and closed since creation; false otherwise

Definition at line 107 of file MatrixBase.hpp.

◆ clampEntries()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::clampEntries	(	real64 const	lo,
		real64 const	hi,
		bool const	excludeDiag
	)

protectedpure virtual

Clamp each matrix value between values of lo and hi.

Parameters

lo	min value
hi	max value
excludeDiag	iff `true`, diagonal values are unchanged

Effectively sets each matrix value v to min(max(v, lo), hi).

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ clearRow()

template<typename MATRIX , typename VECTOR >

virtual real64 geos::MatrixBase< MATRIX, VECTOR >::clearRow	(	globalIndex const	row,
		bool const	keepDiag = `false`,
		real64 const	diagValue = `0.0`
	)

protectedpure virtual

Clear a row, and optionally set diagonal element to diagValue.

Parameters

row	globalIndex of the row to be cleared.
diagValue	(Optional) set diagonal element to desired value.
keepDiag	if `true`, `diagValue` is ignored and original diagonal is preserved

Returns: original diagonal value if matrix is square; zero otherwise

Note: diagValue and keepDiag are ignored if the matrix is not square

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ close()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::close ( )

protectedpure virtual

Assemble and compress the matrix.

Compresses the matrix to CSR format with contiguous memory on each processor. Prevents from adding new entries in the sparsity pattern but allows for modification of existing entries.

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ closed()

template<typename MATRIX , typename VECTOR >

bool geos::MatrixBase< MATRIX, VECTOR >::closed ( ) const

inlineprotected

Query matrix closed status.

Returns: true if matrix has been opened and has not been closed since; false otherwise

Definition at line 101 of file MatrixBase.hpp.

◆ create()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::create	(	CRSMatrixView< real64 const, globalIndex const > const &	localMatrix,
		localIndex const	numLocalColumns,
		MPI_Comm const &	comm
	)

inlineprotectedvirtual

Create parallel matrix from a local CRS matrix.

Parameters

localMatrix	The input local matrix.
numLocalColumns	number of local columns (not available from localMatrix in general)
comm	The MPI communicator to use.

Note: Copies values, so that localMatrix does not need to retain its values after the call.

Todo:: Replace generic implementation with more efficient ones in each package.

Reimplemented in geos::HypreMatrix.

Definition at line 247 of file MatrixBase.hpp.

◆ created()

template<typename MATRIX , typename VECTOR >

virtual bool geos::MatrixBase< MATRIX, VECTOR >::created ( ) const

protectedpure virtual

Query matrix creation status.

Returns: true if matrix has been created

◆ createWithGlobalSize() [1/2]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::createWithGlobalSize	(	globalIndex const	globalRows,
		globalIndex const	globalCols,
		localIndex const	maxEntriesPerRow,
		MPI_Comm const &	comm
	)

protectedpure virtual

Create a rectangular matrix from number of rows/columns.

Parameters

comm	MPI communicator.
globalRows	Global number of rows.
globalCols	Global number of columns.
maxEntriesPerRow	Maximum number of entries per row (hint).

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ createWithGlobalSize() [2/2]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::createWithGlobalSize	(	globalIndex const	globalSize,
		localIndex const	maxEntriesPerRow,
		MPI_Comm const &	comm
	)

inlineprotectedvirtual

Create a square matrix from global number of rows.

Create a square matrix with an (approximately) even partitioning of rows.

Parameters

globalSize	Global dimensions for a square matrix.
maxEntriesPerRow	Maximum number of non-zero entries per row.
comm	MPI communicator.

Definition at line 203 of file MatrixBase.hpp.

◆ createWithLocalSize() [1/2]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::createWithLocalSize	(	localIndex const	localRows,
		localIndex const	localCols,
		localIndex const	maxEntriesPerRow,
		MPI_Comm const &	comm
	)

protectedpure virtual

Create a rectangular matrix from number of rows/columns.

Parameters

comm	MPI communicator.
localRows	Local number of rows.
localCols	Local number of columns.
maxEntriesPerRow	Maximum number of entries per row (hint).

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ createWithLocalSize() [2/2]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::createWithLocalSize	(	localIndex const	localSize,
		localIndex const	maxEntriesPerRow,
		MPI_Comm const &	comm
	)

inlineprotectedvirtual

Create a square matrix from local number of rows.

Parameters

localSize	local number of rows for square matrix.
maxEntriesPerRow	Maximum number of non-zero entries per row.
comm	MPI communicator.

Definition at line 185 of file MatrixBase.hpp.

◆ dofManager()

template<typename MATRIX , typename VECTOR >

const DofManager* geos::MatrixBase< MATRIX, VECTOR >::dofManager ( ) const

inlineprotected

Returns: the associated DofManager

Definition at line 164 of file MatrixBase.hpp.

◆ extractDiagonal()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::extractDiagonal ( Vector & dst ) const

protectedpure virtual

Extract diagonal values into a vector.

Parameters

dst	the target vector, must have the same row partitioning as `this`

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ gemv()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::gemv	(	real64 const	alpha,
		Vector const &	x,
		real64 const	beta,
		Vector &	y,
		bool	useTranspose = `false`
	)		const

protectedpure virtual

Compute gemv y = alpha*A*x + beta*y.

Note: The naming convention follows the BLAS library.

Parameters

alpha	Scalar factor for added matvec product.
x	Input vector.
beta	Scalar factor for right hand side.
y	Output vector.
useTranspose	Boolean, set to true to use `A^T`.

Warning: x and y cannot alias the same vector.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ getGlobalRowID()

template<typename MATRIX , typename VECTOR >

virtual globalIndex geos::MatrixBase< MATRIX, VECTOR >::getGlobalRowID ( localIndex const index ) const

protectedpure virtual

Map a local row index to global row index.

Parameters

index the local row index (between 0 and number of local rows)

Returns: the global row index corresponding to index

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ getLocalRowID()

template<typename MATRIX , typename VECTOR >

virtual localIndex geos::MatrixBase< MATRIX, VECTOR >::getLocalRowID ( globalIndex const index ) const

protectedpure virtual

Map a global row index to local row index.

Parameters

index the global row index

Returns: the local row index corresponding to index, or -1 if not a local row

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ getRowCopy()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::getRowCopy	(	globalIndex const	globalRow,
		arraySlice1d< globalIndex > const &	colIndices,
		arraySlice1d< real64 > const &	values
	)		const

protectedpure virtual

Returns a copy of the data in row globalRow.

Parameters

[in]	globalRow	the index of global row to extract
[out]	colIndices	the output array of global column indices (must have a large enough size)
[out]	values	the output array of values (must have a large enough size)

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ getRowLengths()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::getRowLengths ( arrayView1d< localIndex > const & lengths ) const

protectedpure virtual

Get the row lengths of every local row.

Parameters

lengths an array view to be populated with row lengths

Note: The implementation may move the view's buffer to a different memory space.

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ getRowSums()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::getRowSums	(	Vector &	dst,
		RowSumType const	rowSumType
	)		const

protectedpure virtual

Populate a vector with row sums of this.

Parameters

dst	the target vector, must have the same row partitioning as `this`
rowSumType	type of row sum operation to perform

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ ilower()

template<typename MATRIX , typename VECTOR >

virtual globalIndex geos::MatrixBase< MATRIX, VECTOR >::ilower ( ) const

protectedpure virtual

Returns the index of the first global row owned by that processor.

Returns: the index of the first global row owned by that processor

◆ insert() [1/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::insert	(	arraySlice1d< globalIndex const > const &	rowIndices,
		arraySlice1d< globalIndex const > const &	colIndices,
		arraySlice2d< real64 const > const &	values
	)

protectedpure virtual

Insert a dense block of values.

Parameters

rowIndices	Global row indices
colIndices	Global col indices
values	Dense local matrix of values

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ insert() [2/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::insert	(	arrayView1d< globalIndex const > const &	rowIndices,
		arrayView1d< globalIndex const > const &	colIndices,
		arrayView1d< real64 const > const &	values
	)

protectedpure virtual

Insert values stored in 3 linear vectors.

Parameters

rowIndices	Array of global row indices
colIndices	Array of global column indices
values	Array of values

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ insert() [3/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::insert	(	globalIndex const *	rowIndices,
		globalIndex const *	colIndices,
		real64 const *	values,
		localIndex const	numRows,
		localIndex const	numCols
	)

protectedpure virtual

Insert dense matrix.

Parameters

rowIndices	Global row indices
colIndices	Global col indices
values	Dense local matrix of values
numRows	Number of row indices
numCols	Number of column indices

Note: Row major layout assumed in values

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ insert() [4/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::insert	(	globalIndex const	rowIndex,
		arraySlice1d< globalIndex const > const &	colIndices,
		arraySlice1d< real64 const > const &	values
	)

protectedpure virtual

Insert elements of one row using array1d.

Parameters

rowIndex	Global row index
colIndices	Global column indices
values	Values to add to prescribed locations

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ insert() [5/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::insert	(	globalIndex const	rowIndex,
		globalIndex const *	colIndices,
		real64 const *	values,
		localIndex const	size
	)

protectedpure virtual

Insert elements to one row using c-style arrays.

Parameters

rowIndex	Global row index
colIndices	Global column indices
values	Values to add to prescribed locations
size	Number of elements

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ insert() [6/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::insert	(	globalIndex const	rowIndex,
		globalIndex const	colIndex,
		real64 const	value
	)

protectedpure virtual

Insert one element.

Parameters

rowIndex	Global row index
colIndex	Global column index
value	Value to insert at prescribed location

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ insertable()

template<typename MATRIX , typename VECTOR >

bool geos::MatrixBase< MATRIX, VECTOR >::insertable ( ) const

inlineprotected

Query matrix status.

Returns: true if matrix has NOT been assembled yet (not closed since last create() call) and is currently open for insertion of new entries

Definition at line 129 of file MatrixBase.hpp.

◆ iupper()

template<typename MATRIX , typename VECTOR >

virtual globalIndex geos::MatrixBase< MATRIX, VECTOR >::iupper ( ) const

protectedpure virtual

Returns index one past the last global row owned by that processor.

Returns: the next index after last global row owned by that processor

Note: The intention is for [ilower; iupper) to be used as a half-open index range

◆ jlower()

template<typename MATRIX , typename VECTOR >

virtual globalIndex geos::MatrixBase< MATRIX, VECTOR >::jlower ( ) const

protectedpure virtual

Returns the index of the first global col owned by that processor.

Returns: index of the first owned global col

Note: Matrix implementations don't physically "own" column ranges the same way they do row ranges. Instead, the column range refers to the "diagonal" block of columns which would correspond to the local range of entries of a vector created with the same local/global size as the number of matrix columns.

◆ jupper()

template<typename MATRIX , typename VECTOR >

virtual globalIndex geos::MatrixBase< MATRIX, VECTOR >::jupper ( ) const

protectedpure virtual

Returns index one past the last global col owned by that processor.

Returns: index one past the last owned global col

Note: The intention is for [jlower; jupper) to be used as a half-open index range.; Also see note for jlower() about the meaning of "owned" columns.

◆ leftMultiplyTranspose()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::leftMultiplyTranspose	(	Matrix const &	src,
		Matrix &	dst
	)		const

protectedpure virtual

Matrix/Matrix transpose multiplication.

Compute this^T * B = C.

Parameters

src	Input matrix (B).
dst	Output matrix (C).

Note: The output matrix dst doesn't need to be created beforehand.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ leftRightScale()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::leftRightScale	(	Vector const &	vecLeft,
		Vector const &	vecRight
	)

protectedpure virtual

Post-multiplies (right) with diagonal matrix consisting of the values in vecRight and pre-multiplies (left) with diagonal matrix consisting of the values in vec.

Parameters

vecLeft	vec to pre-multiply with.
vecRight	vec to post-multiply with.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ leftScale()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::leftScale ( Vector const & vec )

protectedpure virtual

Pre-multiplies (left) with diagonal matrix consisting of the values in vec.

Parameters

vec	Vector to pre-multiply with.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ maxRowLength()

template<typename MATRIX , typename VECTOR >

virtual localIndex geos::MatrixBase< MATRIX, VECTOR >::maxRowLength ( ) const

protectedpure virtual

Returns the number of nonzero entries in the longest row of the matrix.

Returns: the max length of a row

Collective.

◆ modifiable()

template<typename MATRIX , typename VECTOR >

bool geos::MatrixBase< MATRIX, VECTOR >::modifiable ( ) const

inlineprotected

Query matrix status.

Returns: true if matrix has been assembled and is currently open; this implies individual entries within existing sparsity pattern can be altered via set()/add() methods.

Definition at line 122 of file MatrixBase.hpp.

◆ multiply()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::multiply	(	Matrix const &	src,
		Matrix &	dst
	)		const

protectedpure virtual

Matrix/Matrix multiplication.

Compute this * B = C.

Parameters

src	Input matrix (B).
dst	Output matrix (C).

Note: The output matrix dst doesn't need to be created beforehand.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ multiplyPtAP()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::multiplyPtAP	(	Matrix const &	P,
		Matrix &	dst
	)		const

inlineprotectedvirtual

Compute the triple product dst = P^T * this * P

Parameters

P	the "prolongation" matrix
dst	the resulting product matrix (will be re-created as needed)

Reimplemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

Definition at line 624 of file MatrixBase.hpp.

◆ multiplyRAP()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::multiplyRAP	(	Matrix const &	R,
		Matrix const &	P,
		Matrix &	dst
	)		const

inlineprotectedvirtual

Compute the triple product dst = R * this * P

Parameters

R	the "restriction" matrix
P	the "prolongation" matrix
dst	the resulting product matrix (will be re-created as needed)

Reimplemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

Definition at line 604 of file MatrixBase.hpp.

◆ multiplyRARt()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::multiplyRARt	(	Matrix const &	R,
		Matrix &	dst
	)		const

inlineprotectedvirtual

Compute the triple product dst = R * this * R^T

Parameters

R	the "restriction" matrix
dst	the resulting product matrix (will be re-created as needed)

Definition at line 642 of file MatrixBase.hpp.

◆ norm1()

template<typename MATRIX , typename VECTOR >

virtual real64 geos::MatrixBase< MATRIX, VECTOR >::norm1 ( ) const

protectedpure virtual

Returns the one norm of the matrix.

Returns: the value of 1-norm

◆ normFrobenius()

template<typename MATRIX , typename VECTOR >

virtual real64 geos::MatrixBase< MATRIX, VECTOR >::normFrobenius ( ) const

protectedpure virtual

Returns the Frobenius norm of the matrix.

Returns: the value of Frobenius norm

◆ normInf()

template<typename MATRIX , typename VECTOR >

virtual real64 geos::MatrixBase< MATRIX, VECTOR >::normInf ( ) const

protectedpure virtual

Returns the infinity norm of the matrix.

Returns: the value of infinity norm

◆ normMax() [1/2]

template<typename MATRIX , typename VECTOR >

virtual real64 geos::MatrixBase< MATRIX, VECTOR >::normMax ( ) const

protectedpure virtual

Returns the max norm of the matrix (the largest absolute element value).

Returns: the value of max norm

◆ normMax() [2/2]

template<typename MATRIX , typename VECTOR >

virtual real64 geos::MatrixBase< MATRIX, VECTOR >::normMax ( arrayView1d< globalIndex const > const & rowIndices ) const

protectedpure virtual

Returns the max norm of the matrix on a subset of rows.

Parameters

rowIndices global indices of rows to compute norm over

Returns: the value of max norm

Implemented in geos::HypreMatrix, geos::EpetraMatrix, and geos::PetscMatrix.

◆ numGlobalCols()

template<typename MATRIX , typename VECTOR >

virtual globalIndex geos::LinearOperator< VECTOR >::numGlobalCols

protected

Get the number of global columns.

Returns: Number of global columns in the operator.

◆ numGlobalNonzeros()

template<typename MATRIX , typename VECTOR >

virtual globalIndex geos::MatrixBase< MATRIX, VECTOR >::numGlobalNonzeros ( ) const

protectedpure virtual

Returns the total number of nonzeros in the matrix.

Returns: the total number of nonzeros in the matrix

◆ numGlobalRows()

template<typename MATRIX , typename VECTOR >

virtual globalIndex geos::LinearOperator< VECTOR >::numGlobalRows

protected

Get the number of global rows.

Returns: Number of global rows in the operator.

◆ numLocalCols()

template<typename MATRIX , typename VECTOR >

virtual localIndex geos::LinearOperator< VECTOR >::numLocalCols

protected

Get the number of local columns.

Returns: Number of local columns in the operator.

Note: The use of term "local columns" refers not to physical partitioning of columns across ranks (as e.g. matrices are partitioned by rows and typically physically store all column entries), but to the partitioning of a compatible vector object that this operator can be applied to.

◆ numLocalNonzeros()

template<typename MATRIX , typename VECTOR >

virtual localIndex geos::MatrixBase< MATRIX, VECTOR >::numLocalNonzeros ( ) const

protectedpure virtual

Returns the number of nonzeros in the local portion of the matrix.

Returns: the number of nonzeros in the local portion of the matrix

◆ numLocalRows()

template<typename MATRIX , typename VECTOR >

virtual localIndex geos::LinearOperator< VECTOR >::numLocalRows

protected

Get the number of local rows.

Returns: Number of local rows in the operator.

◆ open()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::open ( )

protectedpure virtual

Open matrix for adding new entries.

Note: Adding entries that result in modifications of sparsity pattern may not be allowed by most implementations. An error will be raised in that case.

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ print()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::print ( std::ostream & os = std::cout ) const

protectedpure virtual

Print the matrix in Trilinos format to a stream.

Parameters

os	the output stream

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ ready()

template<typename MATRIX , typename VECTOR >

bool geos::MatrixBase< MATRIX, VECTOR >::ready ( ) const

inlineprotected

Query matrix ready status.

Returns: true if matrix has been assembled and is currently closed; this implies it's ready to be used or re-opened for adding/setting values

Definition at line 114 of file MatrixBase.hpp.

◆ rescaleRows()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::rescaleRows	(	arrayView1d< globalIndex const > const &	rowIndices,
		RowSumType const	rowSumType
	)

protectedpure virtual

Rescales selected rows of matrix using row sum reciprocal as a factor.

Parameters

rowIndices	global indicies of rows to scale (all must be locally owned)
rowSumType	type of row sums to use as scaling factors

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ residual()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::residual	(	Vector const &	x,
		Vector const &	b,
		Vector &	r
	)		const

inlineoverrideprotectedvirtual

Compute residual r = b - A * x.

Overrides LinearOperator::residual().

Parameters

x	Input solution.
b	Input right hand side.
r	Output residual.

Warning: x and r cannot alias the same vector, but b and r can.

Reimplemented from geos::LinearOperator< VECTOR >.

Definition at line 550 of file MatrixBase.hpp.

◆ rightMultiplyTranspose()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::rightMultiplyTranspose	(	Matrix const &	src,
		Matrix &	dst
	)		const

protectedpure virtual

Matrix/Matrix transpose multiplication.

Compute B * this^T = C.

Parameters

src	Input matrix (B).
dst	Output matrix (C).

Note: The output matrix dst doesn't need to be created beforehand.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ rightScale()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::rightScale ( Vector const & vec )

protectedpure virtual

Post-multiplies (right) with diagonal matrix consisting of the values in vec.

Parameters

vec	Vector to post-multiply with.

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ rowLength()

template<typename MATRIX , typename VECTOR >

virtual localIndex geos::MatrixBase< MATRIX, VECTOR >::rowLength ( globalIndex const globalRowIndex ) const

protectedpure virtual

Get row length via global row index.

Parameters

[in] globalRowIndex the global row index

Returns: the number of nonzero entries in the row

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ scale()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::scale ( real64 const scalingFactor )

protectedpure virtual

Multiply all elements by scalingFactor.

Parameters

scalingFactor Scaling factor.

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ separateComponentFilter()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::separateComponentFilter	(	Matrix &	dst,
		integer const	dofPerPoint
	)		const

protectedpure virtual

Apply a separate component approximation (filter) to this matrix.

Parameters

dst	the target (filtered) matrix
dofPerPoint	number of degrees-of-freedom per node

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ set() [1/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::set	(	arraySlice1d< globalIndex const > const &	rowIndices,
		arraySlice1d< globalIndex const > const &	colIndices,
		arraySlice2d< real64 const > const &	values
	)

protectedpure virtual

Set a dense block of values.

Parameters

rowIndices	Global row indices
colIndices	Global col indices
values	Dense local matrix of values

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ set() [2/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::set	(	globalIndex const *	rowIndices,
		globalIndex const *	colIndices,
		real64 const *	values,
		localIndex const	numRows,
		localIndex const	numCols
	)

protectedpure virtual

Set a dense block of values.

Parameters

rowIndices	Global row indices
colIndices	Global col indices
values	Dense local matrix of values
numRows	Number of row indices
numCols	Number of column indices

Note: Row major layout assumed in values

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ set() [3/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::set	(	globalIndex const	rowIndex,
		arraySlice1d< globalIndex const > const &	colIndices,
		arraySlice1d< real64 const > const &	values
	)

protectedpure virtual

Set elements of one row using array1d.

Parameters

rowIndex	Global row index
colIndices	Global column indices
values	Values to add to prescribed locations

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ set() [4/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::set	(	globalIndex const	rowIndex,
		globalIndex const *	colIndices,
		real64 const *	values,
		localIndex const	size
	)

protectedpure virtual

Set elements to one row using c-style arrays.

Parameters

rowIndex	Global row index
colIndices	Global column indices
values	Values to add to prescribed locations
size	Number of elements

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ set() [5/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::set	(	globalIndex const	rowIndex,
		globalIndex const	colIndex,
		real64 const	value
	)

protectedpure virtual

Set one element.

Parameters

rowIndex	Global row index
colIndex	Global column index
value	Value to set at prescribed location

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ set() [6/6]

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::set ( real64 const value )

protectedpure virtual

Set all non-zero elements to a value.

Parameters

value the value to set all elements to

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

◆ setDofManager()

template<typename MATRIX , typename VECTOR >

void geos::MatrixBase< MATRIX, VECTOR >::setDofManager ( DofManager const *const dofManager )

inlineprotected

Associate a DofManager with this matrix.

Parameters

dofManager the DofManager containing the relevant degrees of freedom

Definition at line 156 of file MatrixBase.hpp.

◆ transpose()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::transpose ( Matrix & dst ) const

protectedpure virtual

Matrix transposition.

Compute B = this^T.

Parameters

dst	Output matrix (B).

Implemented in geos::PetscMatrix, geos::HypreMatrix, and geos::EpetraMatrix.

◆ write()

template<typename MATRIX , typename VECTOR >

virtual void geos::MatrixBase< MATRIX, VECTOR >::write	(	string const &	filename,
		LAIOutputFormat const	format = `LAIOutputFormat::MATRIX_MARKET`
	)		const

protectedpure virtual

Write the matrix to filename in a matlab-compatible format.

Parameters

filename	name of the output file
format	output format

Within octave / matlab:

load filename M = spconvert(filename_root)

Implemented in geos::HypreMatrix, geos::PetscMatrix, and geos::EpetraMatrix.

Friends And Related Function Documentation

◆ operator<<

template<typename MATRIX , typename VECTOR >

std::ostream& operator<<	(	std::ostream &	os,
		Matrix const &	matrix
	)

friend

Stream insertion operator for all matrix types.

Parameters

os	the output stream
matrix	the matrix to be printed

Returns: reference to the output stream

Definition at line 949 of file MatrixBase.hpp.

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

coreComponents/linearAlgebra/interfaces/MatrixBase.hpp

Protected Types

Protected Member Functions

Protected Attributes

Friends

Additional Inherited Members

Detailed Description

template<typename MATRIX, typename VECTOR> class geos::MatrixBase< MATRIX, VECTOR >

Member Function Documentation

◆ add() [1/5]

◆ add() [2/5]

◆ add() [3/5]

◆ add() [4/5]

◆ add() [5/5]

◆ addDiagonal()

◆ addEntries()

◆ apply()

◆ applyTranspose()

◆ assembled()

◆ clampEntries()

◆ clearRow()

◆ close()

◆ closed()

◆ create()

◆ created()

◆ createWithGlobalSize() [1/2]

◆ createWithGlobalSize() [2/2]

◆ createWithLocalSize() [1/2]

◆ createWithLocalSize() [2/2]

◆ dofManager()

◆ extractDiagonal()

◆ gemv()

◆ getGlobalRowID()

◆ getLocalRowID()

◆ getRowCopy()

◆ getRowLengths()

◆ getRowSums()

◆ ilower()

◆ insert() [1/6]

◆ insert() [2/6]

◆ insert() [3/6]

◆ insert() [4/6]

◆ insert() [5/6]

◆ insert() [6/6]

◆ insertable()

◆ iupper()

◆ jlower()

◆ jupper()

◆ leftMultiplyTranspose()

◆ leftRightScale()

◆ leftScale()

◆ maxRowLength()

◆ modifiable()

◆ multiply()

◆ multiplyPtAP()

◆ multiplyRAP()

◆ multiplyRARt()

◆ norm1()

◆ normFrobenius()

◆ normInf()

◆ normMax() [1/2]

◆ normMax() [2/2]

◆ numGlobalCols()

◆ numGlobalNonzeros()

◆ numGlobalRows()

◆ numLocalCols()

◆ numLocalNonzeros()

◆ numLocalRows()

◆ open()

◆ print()

◆ ready()

◆ rescaleRows()

◆ residual()

◆ rightMultiplyTranspose()

◆ rightScale()

◆ rowLength()

◆ scale()

◆ separateComponentFilter()

◆ set() [1/6]

◆ set() [2/6]

◆ set() [3/6]

template<typename MATRIX, typename VECTOR>
class geos::MatrixBase< MATRIX, VECTOR >