org.apache.sysds.api.mlcontext

Class MatrixMetadata

java.lang.Object

org.apache.sysds.api.mlcontext.Metadata

org.apache.sysds.api.mlcontext.MatrixMetadata

public class MatrixMetadata
extends Metadata

Matrix metadata, such as the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in the matrix.

Constructor Summary

Constructors

Constructor and Description
MatrixMetadata()
MatrixMetadata(DataCharacteristics dataCharacteristics) Constructor to create a MatrixMetadata object based on a DataCharacteristics object.
MatrixMetadata(int numRows, int numColumns) Constructor to create a MatrixMetadata object based on the number of rows and the number of columns in a matrix.
MatrixMetadata(int numRows, int numColumns, int blen) Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, the number of rows per block, and the number of columns per block in a matrix.
MatrixMetadata(int numRows, int numColumns, int numNonZeros, int blen) Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in a matrix.
MatrixMetadata(Long numRows, Long numColumns) Constructor to create a MatrixMetadata object based on the number of rows and the number of columns in a matrix.
MatrixMetadata(Long numRows, Long numColumns, Integer blen) Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, the number of rows per block, and the number of columns per block in a matrix.
MatrixMetadata(Long numRows, Long numColumns, Long numNonZeros) Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, and the number of non-zero values in a matrix.
MatrixMetadata(Long numRows, Long numColumns, Long numNonZeros, Integer blen) Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in a matrix.
MatrixMetadata(MatrixFormat matrixFormat) Constructor to create a MatrixMetadata object based on matrix format.
MatrixMetadata(MatrixFormat matrixFormat, int numRows, int numColumns) Constructor to create a MatrixMetadata object based on matrix format, the number of rows, and the number of columns in a matrix.
MatrixMetadata(MatrixFormat matrixFormat, int numRows, int numColumns, int numNonZeros) Constructor to create a MatrixMetadata object based on matrix format, the number of rows, the number of columns, and the number of non-zero values in a matrix.
MatrixMetadata(MatrixFormat matrixFormat, int numRows, int numColumns, int numNonZeros, int blen) Constructor to create a MatrixMetadata object based on matrix format, the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in a matrix.
MatrixMetadata(MatrixFormat matrixFormat, Long numRows, Long numColumns) Constructor to create a MatrixMetadata object based on matrix format, the number of rows, and the number of columns in a matrix.
MatrixMetadata(MatrixFormat matrixFormat, Long numRows, Long numColumns, Long numNonZeros) Constructor to create a MatrixMetadata object based on matrix format, the number of rows, the number of columns, and the number of non-zero values in a matrix.
MatrixMetadata(MatrixFormat matrixFormat, Long numRows, Long numColumns, Long numNonZeros, Integer blen) Constructor to create a MatrixMetadata object based on matrix format, the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in a matrix.

Method Summary

Modifier and Type	Method and Description
MatrixFormat	getMatrixFormat() Obtain the matrix format
void	setMatrixFormat(MatrixFormat matrixFormat) Set the matrix format

Methods inherited from class org.apache.sysds.api.mlcontext.Metadata

asMatrixCharacteristics, getBlocksize, getNumColumns, getNumNonZeros, getNumRows, setBlocksize, setMatrixCharacteristics, setNumColumns, setNumNonZeros, setNumRows, toString

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

MatrixMetadata

public MatrixMetadata()

MatrixMetadata

public MatrixMetadata(MatrixFormat matrixFormat)

Constructor to create a MatrixMetadata object based on matrix format.

Parameters:

matrixFormat - The matrix format.

MatrixMetadata

public MatrixMetadata(MatrixFormat matrixFormat,
                      Long numRows,
                      Long numColumns)

Constructor to create a MatrixMetadata object based on matrix format, the number of rows, and the number of columns in a matrix.

Parameters:

matrixFormat - The matrix format.

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

MatrixMetadata

public MatrixMetadata(MatrixFormat matrixFormat,
                      int numRows,
                      int numColumns)

Constructor to create a MatrixMetadata object based on matrix format, the number of rows, and the number of columns in a matrix.

Parameters:

matrixFormat - The matrix format.

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

MatrixMetadata

public MatrixMetadata(MatrixFormat matrixFormat,
                      Long numRows,
                      Long numColumns,
                      Long numNonZeros)

Constructor to create a MatrixMetadata object based on matrix format, the number of rows, the number of columns, and the number of non-zero values in a matrix.

Parameters:

matrixFormat - The matrix format.

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

numNonZeros - The number of non-zero values in the matrix.

MatrixMetadata

public MatrixMetadata(MatrixFormat matrixFormat,
                      int numRows,
                      int numColumns,
                      int numNonZeros)

Constructor to create a MatrixMetadata object based on matrix format, the number of rows, the number of columns, and the number of non-zero values in a matrix.

Parameters:

matrixFormat - The matrix format.

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

numNonZeros - The number of non-zero values in the matrix.

MatrixMetadata

public MatrixMetadata(MatrixFormat matrixFormat,
                      Long numRows,
                      Long numColumns,
                      Long numNonZeros,
                      Integer blen)

Constructor to create a MatrixMetadata object based on matrix format, the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in a matrix.

Parameters:

matrixFormat - The matrix format.

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

numNonZeros - The number of non-zero values in the matrix.

blen - The number of rows/cols per block in the matrix.

MatrixMetadata

public MatrixMetadata(MatrixFormat matrixFormat,
                      int numRows,
                      int numColumns,
                      int numNonZeros,
                      int blen)

Constructor to create a MatrixMetadata object based on matrix format, the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in a matrix.

Parameters:

matrixFormat - The matrix format.

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

numNonZeros - The number of non-zero values in the matrix.

blen - The number of rows/cols per block in the matrix.

MatrixMetadata

public MatrixMetadata(Long numRows,
                      Long numColumns)

Constructor to create a MatrixMetadata object based on the number of rows and the number of columns in a matrix.

Parameters:

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

MatrixMetadata

public MatrixMetadata(int numRows,
                      int numColumns)

Constructor to create a MatrixMetadata object based on the number of rows and the number of columns in a matrix.

Parameters:

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

MatrixMetadata

public MatrixMetadata(Long numRows,
                      Long numColumns,
                      Long numNonZeros)

Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, and the number of non-zero values in a matrix.

Parameters:

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

numNonZeros - The number of non-zero values in the matrix.

MatrixMetadata

public MatrixMetadata(Long numRows,
                      Long numColumns,
                      Integer blen)

Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, the number of rows per block, and the number of columns per block in a matrix.

Parameters:

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

blen - The number of rows/cols per block in the matrix.

MatrixMetadata

public MatrixMetadata(int numRows,
                      int numColumns,
                      int blen)

Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, the number of rows per block, and the number of columns per block in a matrix.

Parameters:

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

blen - The number of rows/cols per block in the matrix.

MatrixMetadata

public MatrixMetadata(Long numRows,
                      Long numColumns,
                      Long numNonZeros,
                      Integer blen)

Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in a matrix.

Parameters:

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

numNonZeros - The number of non-zero values in the matrix.

blen - The number of rows/cols per block in the matrix.

MatrixMetadata

public MatrixMetadata(int numRows,
                      int numColumns,
                      int numNonZeros,
                      int blen)

Constructor to create a MatrixMetadata object based on the number of rows, the number of columns, the number of non-zero values, the number of rows per block, and the number of columns per block in a matrix.

Parameters:

numRows - The number of rows in the matrix.

numColumns - The number of columns in the matrix.

numNonZeros - The number of non-zero values in the matrix.

blen - The number of rows/cols per block in the matrix.

MatrixMetadata

public MatrixMetadata(DataCharacteristics dataCharacteristics)

Constructor to create a MatrixMetadata object based on a DataCharacteristics object.

Parameters:

dataCharacteristics - the matrix metadata as a DataCharacteristics object

Method Detail

getMatrixFormat

public MatrixFormat getMatrixFormat()

Obtain the matrix format

Returns:

the matrix format

setMatrixFormat

public void setMatrixFormat(MatrixFormat matrixFormat)

Set the matrix format

Parameters:

matrixFormat - the matrix format