Package org.apache.sysds.runtime.compress.colgroup

Class AMorphingMMColGroup

java.lang.Object

org.apache.sysds.runtime.compress.colgroup.AColGroup

org.apache.sysds.runtime.compress.colgroup.AColGroupCompressed

org.apache.sysds.runtime.compress.colgroup.AColGroupValue

org.apache.sysds.runtime.compress.colgroup.AMorphingMMColGroup

All Implemented Interfaces:

Serializable, Cloneable

Direct Known Subclasses:

ColGroupDDCFOR, ColGroupSDC, ColGroupSDCFOR, ColGroupSDCSingle

public abstract class AMorphingMMColGroup
extends AColGroupValue

Abstract class for column group types that do not perform matrix Multiplication, and decompression for performance reasons but instead transforms into another type of column group type to perform that operation.

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.sysds.runtime.compress.colgroup.AColGroup

AColGroup.CompressionType

Method Summary

Modifier and Type	Method	Description
abstract AColGroup	extractCommon(double[] constV)
void	leftMultByAColGroup(AColGroup lhs, MatrixBlock result)	Left side matrix multiplication with a column group that is transposed.
void	leftMultByMatrixNoPreAgg(MatrixBlock matrix, MatrixBlock result, int rl, int ru, int cl, int cu)	Left multiply with this column group.
void	tsmmAColGroup(AColGroup other, MatrixBlock result)	Matrix multiply with this other column group, but: 1.

Methods inherited from class org.apache.sysds.runtime.compress.colgroup.AColGroupValue

centralMoment, computeColSums, containsValue, copy, decompressToDenseBlock, decompressToSparseBlock, estimateInMemorySize, forceMatrixBlockDictionary, getCachedCounts, getCounts, getCounts, getDictionary, getExactSizeOnDisk, getNumberNonZeros, getNumValues, readFields, replace, rexpandCols, rightMultByMatrix, toString, write

Methods inherited from class org.apache.sysds.runtime.compress.colgroup.AColGroupCompressed

getMax, getMin, preAggRows, tsmm, unaryAggregateOperations, unaryAggregateOperations

Methods inherited from class org.apache.sysds.runtime.compress.colgroup.AColGroup

binaryRowOpLeft, binaryRowOpRight, colSum, decompressToDenseBlock, decompressToSparseBlock, get, getColIndices, getCompType, getCost, getIdx, getNumCols, scalarOperation, shiftColIndices, sliceColumn, sliceColumns, unaryOperation

Methods inherited from class java.lang.Object

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

Method Detail

leftMultByMatrixNoPreAgg

public void leftMultByMatrixNoPreAgg(MatrixBlock matrix,
                                     MatrixBlock result,
                                     int rl,
                                     int ru,
                                     int cl,
                                     int cu)

Description copied from class: AColGroup

Left multiply with this column group.

Specified by:

leftMultByMatrixNoPreAgg in class AColGroup

Parameters:

matrix - The matrix to multiply with on the left

result - The result to output the values into, always dense for the purpose of the column groups parallelizing

rl - The row to begin the multiplication from on the lhs matrix

ru - The row to end the multiplication at on the lhs matrix

cl - The column to begin the multiplication from on the lhs matrix

cu - The column to end the multiplication at on the lhs matrix

leftMultByAColGroup

public final void leftMultByAColGroup(AColGroup lhs,
                                      MatrixBlock result)

Description copied from class: AColGroup

Left side matrix multiplication with a column group that is transposed.

Specified by:

leftMultByAColGroup in class AColGroup

Parameters:

lhs - The left hand side Column group to multiply with, the left hand side should be considered transposed.

result - The result matrix to insert the result of the multiplication into

tsmmAColGroup

public final void tsmmAColGroup(AColGroup other,
                                MatrixBlock result)

Description copied from class: AColGroup

Matrix multiply with this other column group, but: 1. Only output upper triangle values. 2. Multiply both ways with "this" being on the left and on the right. It should be guaranteed that the input is not the same as the caller of the method. The second step is achievable by treating the initial multiplied matrix, and adding its values to the correct locations in the output.

Specified by:

tsmmAColGroup in class AColGroup

Parameters:

other - The other Column group to multiply with

result - The result matrix to put the results into

extractCommon

public abstract AColGroup extractCommon(double[] constV)