Class APreAgg
- java.lang.Object
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- org.apache.sysds.runtime.compress.colgroup.AColGroup
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- org.apache.sysds.runtime.compress.colgroup.AColGroupCompressed
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- org.apache.sysds.runtime.compress.colgroup.AColGroupValue
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- org.apache.sysds.runtime.compress.colgroup.APreAgg
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- All Implemented Interfaces:
Serializable,Cloneable
- Direct Known Subclasses:
ASDCZero,ColGroupDDC
public abstract class APreAgg extends AColGroupValue
Abstract class for all the column groups that use preAggregation for Left matrix multiplications.- See Also:
- Serialized Form
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Nested Class Summary
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Nested classes/interfaces inherited from class org.apache.sysds.runtime.compress.colgroup.AColGroup
AColGroup.CompressionType
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Method Summary
All Methods Instance Methods Abstract Methods Concrete Methods Modifier and Type Method Description intgetPreAggregateSize()voidleftMultByAColGroup(AColGroup lhs, MatrixBlock result)Left side matrix multiplication with a column group that is transposed.voidmmWithDictionary(MatrixBlock preAgg, MatrixBlock tmpRes, MatrixBlock ret, int k, int rl, int ru)voidpreAggregate(MatrixBlock m, double[] preAgg, int rl, int ru)Pre aggregate a matrix block into a pre aggregate target (first step of left matrix multiplication)abstract voidpreAggregateDense(MatrixBlock m, double[] preAgg, int rl, int ru, int cl, int cu)Pre aggregate a dense matrix block into a pre aggregate target (first step of left matrix multiplication)abstract voidpreAggregateSparse(SparseBlock sb, double[] preAgg, int rl, int ru)ADictionarypreAggregateThatIndexStructure(APreAgg that)Pre aggregate into a dictionary.voidtsmmAColGroup(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
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Methods inherited from class org.apache.sysds.runtime.compress.colgroup.AColGroupCompressed
getMax, getMin, preAggRows, tsmm, unaryAggregateOperations, unaryAggregateOperations
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Methods inherited from class org.apache.sysds.runtime.compress.colgroup.AColGroup
binaryRowOpLeft, binaryRowOpRight, colSum, decompressToDenseBlock, decompressToSparseBlock, get, getColIndices, getCompType, getCost, getIdx, getNumCols, leftMultByMatrixNoPreAgg, scalarOperation, shiftColIndices, sliceColumn, sliceColumns, unaryOperation
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Method Detail
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tsmmAColGroup
public void tsmmAColGroup(AColGroup other, MatrixBlock result)
Description copied from class:AColGroupMatrix 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:
tsmmAColGroupin classAColGroup- Parameters:
other- The other Column group to multiply withresult- The result matrix to put the results into
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leftMultByAColGroup
public final void leftMultByAColGroup(AColGroup lhs, MatrixBlock result)
Description copied from class:AColGroupLeft side matrix multiplication with a column group that is transposed.- Specified by:
leftMultByAColGroupin classAColGroup- 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
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preAggregateThatIndexStructure
public final ADictionary preAggregateThatIndexStructure(APreAgg that)
Pre aggregate into a dictionary. It is assumed that "that" have more distinct values than, "this".- Parameters:
that- the other column group whose indexes are used for aggregation.- Returns:
- A aggregate dictionary
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preAggregate
public void preAggregate(MatrixBlock m, double[] preAgg, int rl, int ru)
Pre aggregate a matrix block into a pre aggregate target (first step of left matrix multiplication)- Parameters:
m- The matrix to preAggregatepreAgg- The preAggregate targetrl- Row lower on the left side matrixru- Row upper on the left side matrix
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preAggregateDense
public abstract void preAggregateDense(MatrixBlock m, double[] preAgg, int rl, int ru, int cl, int cu)
Pre aggregate a dense matrix block into a pre aggregate target (first step of left matrix multiplication)- Parameters:
m- The matrix to preAggregatepreAgg- The preAggregate targetrl- Row lower on the left side matrixru- Row upper on the left side matrixcl- Column lower on the left side matrix (or row lower in the column group)cu- Column upper on the left side matrix (or row upper in the column group)
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preAggregateSparse
public abstract void preAggregateSparse(SparseBlock sb, double[] preAgg, int rl, int ru)
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getPreAggregateSize
public int getPreAggregateSize()
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mmWithDictionary
public void mmWithDictionary(MatrixBlock preAgg, MatrixBlock tmpRes, MatrixBlock ret, int k, int rl, int ru)
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