Index (SystemML 0.13.0 API)

$ A B C D E F G H I J K L M N O P Q R S T U V W Z _

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$bang$eq(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$bang$eq(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$div(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$div(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$eq$eq(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$eq$eq(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$greater(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$greater(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$greater$eq(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$greater$eq(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$less(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$less(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$less$eq(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$less$eq(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$minus(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$minus(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$percent$div$percent(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$percent$percent(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$percent$times$percent(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$plus(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$plus(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$times(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$times(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
$up(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.

A

acquireDeviceModifyDense() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject: To signal intent that a matrix block will be written to on the GPU
acquireDeviceModifyDense() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
acquireDeviceModifySparse() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject: To signal intent that a sparse matrix block will be written to on the GPU
acquireDeviceModifySparse() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
acquireDeviceRead() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
acquireDeviceRead() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
acquireHostModify() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
acquireHostModify() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
acquireHostRead() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
acquireHostRead() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
AdaptivePartialBlock - Class in org.apache.sysml.runtime.matrix.data: Writable used in ReblockMR for intermediate results.
AdaptivePartialBlock() - Constructor for class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
AdaptivePartialBlock(PartialBlock) - Constructor for class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
add(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
add(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
AddDummyWeightConverter - Class in org.apache.sysml.runtime.matrix.data
AddDummyWeightConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.AddDummyWeightConverter
addIDToDataFrame(Dataset<Row>, SparkSession, String) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt: Add element indices as new column to DataFrame
addIDToDataFrame(Dataset<Row>, SQLContext, String) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt: Deprecated.
This will be removed in SystemML 1.0.
addResult(String, Data) - Method in class org.apache.sysml.api.jmlc.ResultVariables: Add the output variable name and generated output data to the ResultVariable object.
AddRowID() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt.AddRowID
adjustRowIndicesMax(int[], double[], BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This function adjusts indices to be leveraged in uarimaxXX functions.
adjustRowIndicesMin(int[], double[], BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This function adjusts indices to be leveraged in uariminXX functions.
aggByKeyStable(JavaPairRDD<MatrixIndexes, MatrixBlock>, AggregateOperator) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils
aggregate(long, long, double) - Method in class org.apache.sysml.runtime.matrix.data.CTableMap
aggregateBinary(MatrixCharacteristics, MatrixCharacteristics, AggregateBinaryOperator, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
AggregateBinaryGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
AggregateBinaryGPUInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String, boolean, boolean) - Constructor for class org.apache.sysml.runtime.instructions.gpu.AggregateBinaryGPUInstruction
aggregateBinaryMatrix(MatrixBlock, MatrixBlock, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg: Core incremental matrix aggregate (ak+) as used in mapmult, tsmm, cpmm, etc.
aggregateBinaryMatrix(MatrixBlock, MatrixBlock, AggregateOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg: Core incremental matrix aggregate (ak+) as used for uack+ and acrk+.
aggregateBinaryOperations(MatrixValue, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
aggregateBinaryOperations(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
aggregateBinaryOperations(MatrixValue, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
aggregateBinaryOperations(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
aggregateBinaryOperations(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
aggregateBinaryOperations(MatrixValue, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
aggregateBinaryOperations(MatrixValue, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
aggregateBinaryOperations(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
aggregateBinaryOperations(MatrixValue, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
aggregateBinaryOperations(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, MatrixValue, AggregateBinaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
aggregateMatrix(MatrixBlock, MatrixBlock, double[], int[], BinaryOperator, AggregateUnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg
aggregateTernary(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, AggregateTernaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
aggregateTernary(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, AggregateTernaryOperator, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
aggregateTernaryOperations(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, AggregateTernaryOperator, boolean) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
aggregateTernaryOperations(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, AggregateTernaryOperator, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
AggregateTernarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
AggregateTernarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.AggregateTernarySPInstruction
aggregateUnary(MatrixCharacteristics, AggregateUnaryOperator, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
AggregateUnaryGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu.context: Implements aggregate unary instructions for CUDA
AggregateUnaryGPUInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.context.AggregateUnaryGPUInstruction
aggregateUnaryMatrix(MatrixBlock, MatrixBlock, AggregateUnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
aggregateUnaryMatrix(MatrixBlock, MatrixBlock, AggregateUnaryOperator, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes, boolean) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes, boolean) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
aggregateUnaryOperations(AggregateUnaryOperator, MatrixValue, int, int, MatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
AggregateUnarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
AggregateUnarySPInstruction(AggregateUnaryOperator, AggregateOperator, CPOperand, CPOperand, AggBinaryOp.SparkAggType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.AggregateUnarySPInstruction
aggStable(JavaPairRDD<MatrixIndexes, MatrixBlock>, AggregateOperator) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils: Single block aggregation over pair rdds with corrections for numerical stability.
aggStable(JavaRDD<MatrixBlock>, AggregateOperator) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils: Single block aggregation over rdds with corrections for numerical stability.
ALL_SUPPORTED_DATA_TYPES - Static variable in class org.apache.sysml.api.mlcontext.MLContextUtil: All data types supported by the MLContext API
allocate(long, int) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Allocates temporary space on the device.
allocate(long) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Convenience method for JCudaObject.allocate(long, int), defaults statsCount to 1.
allocate(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Allocate the underlying data structure holding non-zero values of row r if necessary.
allocate(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Allocate the underlying data structure holding non-zero values of row r if necessary, w/ given size.
allocate(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Allocate the underlying data structure holding non-zero values of row r w/ the specified estimated nnz and max nnz.
allocate(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
allocate(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
allocate(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
allocate(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
allocate(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
allocate(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
allocate(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
allocate(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
allocate(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
allocateAndFillDense(double) - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Allocates a dense matrix of size obtained from the attached matrix metadata and fills it up with a single value
allocateDenseBlock() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
allocateDenseBlock(boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
allocateDenseBlockUnsafe(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: This should be called only in the read and write functions for CP This function should be called before calling any setValueDenseUnsafe()
allocateDenseOrSparseBlock() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
allocatedPointers - Static variable in class org.apache.sysml.runtime.instructions.gpu.context.GPUContext
allocateEmpty(long, long) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Factory method to allocate an empty CSR Sparse matrix on the GPU
allocateForDgeam(cusparseHandle, JCudaObject.CSRPointer, JCudaObject.CSRPointer, int, int) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Estimates the number of non zero elements from the results of a sparse cusparseDgeam operation C = a op(A) + b op(B)
allocateForMatrixMultiply(cusparseHandle, JCudaObject.CSRPointer, int, JCudaObject.CSRPointer, int, int, int, int) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Estimates the number of non-zero elements from the result of a sparse matrix multiplication C = A * B and returns the JCudaObject.CSRPointer to C with the appropriate GPU memory.
allocateSparseAndEmpty() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Allocates a sparse and empty JCudaObject This is the result of operations that are both non zero matrices.
allocateSparseRowsBlock() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
allocateSparseRowsBlock(boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
ALLOW_BLOCK_REUSE - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
ALLOW_CACHE_CONSCIOUS_ROWSUMS - Static variable in class org.apache.sysml.runtime.compress.ColGroupOffset
ALLOW_DDC_ENCODING - Static variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
anyNull() - Method in class org.apache.sysml.api.MLBlock: Deprecated.
append(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Append a value to the end of the physical representation.
append(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
append(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
append(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
append(int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
appendColumn(String[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Append a column of value type STRING as the last column of the data frame.
appendColumn(boolean[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Append a column of value type BOOLEAN as the last column of the data frame.
appendColumn(long[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Append a column of value type INT as the last column of the data frame.
appendColumn(double[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Append a column of value type DOUBLE as the last column of the data frame.
appendColumns(double[][]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Append a set of column of value type DOUBLE at the end of the frame in order to avoid repeated allocation with appendColumns.
AppendGAlignedSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
AppendGAlignedSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.AppendGAlignedSPInstruction
AppendGAlignedSPInstruction.ShiftColumnIndex - Class in org.apache.sysml.runtime.instructions.spark
AppendGSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
AppendGSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.AppendGSPInstruction
AppendGSPInstruction.MergeWithShiftedBlocks - Class in org.apache.sysml.runtime.instructions.spark
AppendGSPInstruction.ShiftMatrix - Class in org.apache.sysml.runtime.instructions.spark
AppendMSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
AppendMSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.AppendMSPInstruction
appendOperations(MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
appendOperations(MatrixBlock, MatrixBlock, boolean) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
appendOperations(MatrixValue, ArrayList<IndexedMatrixValue>, int, int, boolean, boolean, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
appendOperations(MatrixValue, ArrayList<IndexedMatrixValue>, int, int, boolean, boolean, int) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
appendOperations(FrameBlock, FrameBlock, boolean) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Appends the given argument frameblock 'that' to this frameblock by creating a deep copy to prevent side effects.
appendOperations(MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
appendOperations(MatrixBlock, MatrixBlock, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
appendOperations(MatrixValue, ArrayList<IndexedMatrixValue>, int, int, boolean, boolean, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
appendOperations(MatrixValue, ArrayList<IndexedMatrixValue>, int, int, boolean, boolean, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
appendOperations(MatrixValue, ArrayList<IndexedMatrixValue>, int, int, boolean, boolean, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
appendRow(Object[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Append a row to the end of the data frame, where all row fields are boxed objects according to the schema.
appendRow(String[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Append a row to the end of the data frame, where all row fields are string encoded.
appendRow(int, SparseRow) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
AppendRSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
AppendRSPInstruction(Operator, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.AppendRSPInstruction
appendStatistics(StringBuilder) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
appendToSparse(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
appendToSparse(MatrixBlock, int, int, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
appendValue(DblArray, IntArrayList) - Method in class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap
appendValue(double, IntArrayList) - Method in class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap
appendValue(int) - Method in class org.apache.sysml.runtime.compress.utils.IntArrayList
appendValue(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Append value is only used when values are appended at the end of each row for the sparse representation This can only be called, when the caller knows the access pattern of the block
apply(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
applyScalarOp(ScalarOperator) - Method in class org.apache.sysml.runtime.compress.ColGroupValue: Method for use by subclasses.
applyScalarOp(ScalarOperator, double, int) - Method in class org.apache.sysml.runtime.compress.ColGroupValue
ArithmeticBinaryGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
ArithmeticBinaryGPUInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.ArithmeticBinaryGPUInstruction
ArithmeticBinarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
ArithmeticBinarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.ArithmeticBinarySPInstruction
asMatrixCharacteristics() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Convert the frame metadata to a MatrixCharacteristics object.
asMatrixCharacteristics() - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Convert the matrix metadata to a MatrixCharacteristics object.
AssignRowIDMRReturn() - Constructor for class org.apache.sysml.runtime.matrix.CSVReblockMR.AssignRowIDMRReturn
aVal - Variable in class org.apache.sysml.udf.lib.RowClassMeet.ClassLabels
axpy(ExecutionContext, MatrixObject, MatrixObject, String, double) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Performs daxpy operation

B

base - Variable in class org.apache.sysml.runtime.matrix.data.Tagged
BASIC_DATA_TYPES - Static variable in class org.apache.sysml.api.mlcontext.MLContextUtil: Basic data types supported by the MLContext API
beginCol - Variable in class org.apache.sysml.runtime.instructions.Instruction
beginLine - Variable in class org.apache.sysml.runtime.instructions.Instruction
bias - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
biasAdd(MatrixObject, MatrixObject, MatrixObject) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Performs the operation corresponding to the DML script: ones = matrix(1, rows=1, cols=Hout*Wout) output = input + matrix(bias %*% ones, rows=1, cols=F*Hout*Wout) This operation is often followed by conv2d and hence we have introduced bias_add(input, bias) built-in function
biasAdd(MatrixBlock, MatrixBlock, MatrixBlock, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN: Performs the operation corresponding to the DML script: ones = matrix(1, rows=1, cols=Hout*Wout) output = input + matrix(bias %*% ones, rows=1, cols=F*Hout*Wout) This operation is often followed by conv2d and hence we have introduced bias_add(input, bias) built-in function
BIN_CAPACITY - Static variable in class org.apache.sysml.runtime.compress.cocode.ColumnGroupPartitionerBinPacking
BinaryBlockFrame - Class in org.apache.sysml.api.mlcontext: BinaryBlockFrame stores data as a SystemML binary-block frame representation.
BinaryBlockFrame(Dataset<Row>, FrameMetadata) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Convert a Spark DataFrame to a SystemML binary-block representation.
BinaryBlockFrame(Dataset<Row>, long, long) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Convert a Spark DataFrame to a SystemML binary-block representation, specifying the number of rows and columns.
BinaryBlockFrame(Dataset<Row>) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Convert a Spark DataFrame to a SystemML binary-block representation.
BinaryBlockFrame(JavaPairRDD<Long, FrameBlock>, MatrixCharacteristics) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Create a BinaryBlockFrame, specifying the SystemML binary-block frame and its metadata.
BinaryBlockFrame(JavaPairRDD<Long, FrameBlock>, FrameMetadata) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Create a BinaryBlockFrame, specifying the SystemML binary-block frame and its metadata.
BinaryBlockFrameInputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
BinaryBlockFrameOutputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
BinaryBlockInputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
BinaryBlockMatrix - Class in org.apache.sysml.api.mlcontext: BinaryBlockMatrix stores data as a SystemML binary-block matrix representation.
BinaryBlockMatrix(Dataset<Row>, MatrixMetadata) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Convert a Spark DataFrame to a SystemML binary-block representation.
BinaryBlockMatrix(Dataset<Row>, long, long) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Convert a Spark DataFrame to a SystemML binary-block representation, specifying the number of rows and columns.
BinaryBlockMatrix(Dataset<Row>) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Convert a Spark DataFrame to a SystemML binary-block representation.
BinaryBlockMatrix(JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics) - Constructor for class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Create a BinaryBlockMatrix, specifying the SystemML binary-block matrix and its metadata.
binaryBlockMatrixToJavaRDDStringIJV(BinaryBlockMatrix) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert an BinaryBlockMatrix to a JavaRDD<String> in IVJ format.
binaryBlockMatrixToRDDStringIJV(BinaryBlockMatrix) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert an BinaryBlockMatrix to a RDD<String> in IVJ format.
BinaryBlockOutputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
binaryBlocksToFrameObject(String, JavaPairRDD<Long, FrameBlock>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaPairRDD<Long, FrameBlock> to a FrameObject.
binaryBlocksToFrameObject(String, JavaPairRDD<Long, FrameBlock>, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaPairRDD<Long, FrameBlock> to a FrameObject.
binaryBlocksToMatrixObject(String, JavaPairRDD<MatrixIndexes, MatrixBlock>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaPairRDD<MatrixIndexes, MatrixBlock> to a MatrixObject.
binaryBlocksToMatrixObject(String, JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaPairRDD<MatrixIndexes, MatrixBlock> to a MatrixObject.
BinaryBlockToBinaryCellConverter - Class in org.apache.sysml.runtime.matrix.data
BinaryBlockToBinaryCellConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.BinaryBlockToBinaryCellConverter
binaryBlockToCsv(JavaPairRDD<Long, FrameBlock>, MatrixCharacteristics, CSVFileFormatProperties, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
binaryBlockToCsv(JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics, CSVFileFormatProperties, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
binaryBlockToDataFrame(SparkSession, JavaPairRDD<Long, FrameBlock>, MatrixCharacteristics, Expression.ValueType[]) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
binaryBlockToDataFrame(SQLContext, JavaPairRDD<Long, FrameBlock>, MatrixCharacteristics, Expression.ValueType[]) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils: Deprecated.
binaryBlockToDataFrame(SparkSession, JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
binaryBlockToDataFrame(SQLContext, JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils: Deprecated.
binaryBlockToLabeledPoints(JavaPairRDD<MatrixIndexes, MatrixBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils: Converter from binary block rdd to rdd of labeled points.
binaryBlockToMatrixBlock(JavaPairRDD<Long, FrameBlock>, MatrixCharacteristics, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
BinaryBlockToRowBlockConverter - Class in org.apache.sysml.runtime.matrix.data
BinaryBlockToRowBlockConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.BinaryBlockToRowBlockConverter
binaryBlockToTextCell(JavaPairRDD<Long, FrameBlock>, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
binaryBlockToTextCell(JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
BinaryBlockToTextCellConverter - Class in org.apache.sysml.runtime.matrix.data
BinaryBlockToTextCellConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.BinaryBlockToTextCellConverter
BinaryCellInputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
BinaryCellOutputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
binaryCellToBinaryBlock(JavaSparkContext, JavaPairRDD<MatrixIndexes, MatrixCell>, MatrixCharacteristics, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
BinaryCellToRowBlockConverter - Class in org.apache.sysml.runtime.matrix.data
BinaryCellToRowBlockConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.BinaryCellToRowBlockConverter
BinaryCellToTextConverter - Class in org.apache.sysml.runtime.matrix.data
BinaryCellToTextConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.BinaryCellToTextConverter
BinaryObject - Class in org.apache.sysml.udf: Class to represent an object.
BinaryObject(Object) - Constructor for class org.apache.sysml.udf.BinaryObject: constructor that takes object as param
binaryOperations(BinaryOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
binaryOperations(BinaryOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
binaryOperations(BinaryOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
binaryOperations(BinaryOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
binaryOperations(BinaryOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
binaryOperationsInPlace(BinaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
binaryOperationsInPlace(BinaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
binaryOperationsInPlace(BinaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
binaryOperationsInPlace(BinaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
binaryOperationsInPlace(BinaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
BinarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
BinarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
bincellOp(MatrixBlock, MatrixBlock, ScalarOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixBincell: matrix-scalar, scalar-matrix binary operations.
bincellOp(MatrixBlock, MatrixBlock, MatrixBlock, BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixBincell: matrix-matrix binary operations, MM, MV
bincellOpInPlace(MatrixBlock, MatrixBlock, BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixBincell: NOTE: operations in place always require m1 and m2 to be of equal dimensions
BinningWrapper - Class in org.apache.sysml.udf.lib: Wrapper class for binning a sorted input vector
BinningWrapper() - Constructor for class org.apache.sysml.udf.lib.BinningWrapper
BinUaggChainSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
BinUaggChainSPInstruction(CPOperand, CPOperand, BinaryOperator, AggregateUnaryOperator, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.BinUaggChainSPInstruction
BinUaggChainSPInstruction.RDDBinUaggChainFunction - Class in org.apache.sysml.runtime.instructions.spark
BITMAP_BLOCK_SZ - Static variable in class org.apache.sysml.runtime.compress.BitmapEncoder: Size of the blocks used in a blocked bitmap representation.
BitmapDecoderOLE - Class in org.apache.sysml.runtime.compress: General-purpose iterator to decode a compressed OLE bitmap.
BitmapDecoderOLE(char[], int, int) - Constructor for class org.apache.sysml.runtime.compress.BitmapDecoderOLE: Point this object at the beginning of a particular bitmap.
BitmapDecoderRLE - Class in org.apache.sysml.runtime.compress: General-purpose iterator to decode a compressed OLE bitmap.
BitmapDecoderRLE(char[], int, int) - Constructor for class org.apache.sysml.runtime.compress.BitmapDecoderRLE: Point this object at the beginning of a particular bitmap.
BitmapEncoder - Class in org.apache.sysml.runtime.compress: Static functions for encoding bitmaps in various ways.
BitmapEncoder() - Constructor for class org.apache.sysml.runtime.compress.BitmapEncoder
block - Variable in class org.apache.sysml.api.MLBlock: Deprecated.
blockDimX - Variable in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
blockDimY - Variable in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
blockDimZ - Variable in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
BlockRow() - Constructor for class org.apache.sysml.runtime.matrix.CSVReblockMR.BlockRow
bothSparseMatmult(MatrixObject, MatrixObject, MatrixObject, boolean, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Sparse C = Sparse op(A) * Sparse op(B) Reroutes call to sparse matrix-vector mult if needed
BUFFER_SIZE - Static variable in class org.apache.sysml.runtime.matrix.data.FrameBlock
buildTime() - Method in class org.apache.sysml.api.mlcontext.MLContext: Obtain the SystemML jar file build time.
buildTime() - Method in class org.apache.sysml.api.mlcontext.ProjectInfo: Object the artifact build time from the manifest.
BuiltinBinarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
BuiltinBinarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.BuiltinBinarySPInstruction
BuiltinUnaryGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
BuiltinUnaryGPUInstruction(Operator, CPOperand, CPOperand, int, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.BuiltinUnaryGPUInstruction
BuiltinUnarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
BuiltinUnarySPInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.BuiltinUnarySPInstruction
bVal - Variable in class org.apache.sysml.udf.lib.RowClassMeet.ClassLabels

C

C - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
cacheBinaryCellRDD(JavaPairRDD<MatrixIndexes, MatrixCell>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
call(Tuple2<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.AppendGAlignedSPInstruction.ShiftColumnIndex
call(Tuple2<MatrixIndexes, Tuple2<Iterable<MatrixBlock>, Iterable<MatrixBlock>>>) - Method in class org.apache.sysml.runtime.instructions.spark.AppendGSPInstruction.MergeWithShiftedBlocks
call(Tuple2<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.AppendGSPInstruction.ShiftMatrix
call(MatrixBlock) - Method in class org.apache.sysml.runtime.instructions.spark.BinUaggChainSPInstruction.RDDBinUaggChainFunction
call(MatrixBlock) - Method in class org.apache.sysml.runtime.instructions.spark.CompressionSPInstruction.CompressionFunction
call(Iterator<Tuple2<Long, FrameBlock>>) - Method in class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuild2Function
call(Iterator<Tuple2<Long, FrameBlock>>) - Method in class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuildFunction
call(Tuple2<Integer, Iterable<FrameBlock.ColumnMetadata>>) - Method in class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroup2Function
call(Tuple2<Integer, Iterable<Object>>) - Method in class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroupFunction
call(WeightedCell) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.CreateMatrixCell
call(Tuple2<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDMapGroupedAggFunction
call(Tuple2<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDMapGroupedAggFunction2
call(Tuple2<MatrixIndexes, Tuple2<MatrixBlock, MatrixBlock>>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDRemoveEmptyFunction
call(Tuple2<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDRemoveEmptyFunctionInMem
call(MatrixBlock) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDReplaceFunction
call(Tuple2<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDRExpandFunction
call(Tuple2<Long, FrameBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDTransformApplyFunction
call(Tuple2<Long, FrameBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDTransformApplyOffsetFunction
call(Tuple2<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDTransformDecodeExpandFunction
call(Tuple2<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDTransformDecodeFunction
call(Tuple2<Long, FrameBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils.LongFrameToLongWritableFrameFunction
call(Tuple2<LongWritable, FrameBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils.LongWritableFrameToLongFrameFunction
call(Tuple2<LongWritable, Text>) - Method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils.LongWritableTextToLongTextFunction
call(Tuple2<LongWritable, FrameBlock>) - Method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils.LongWritableToSerFunction
call(Row) - Method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils.DataFrameExtractIDFunction
call(Tuple2<Row, Long>) - Method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt.AddRowID
capacity() - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
cardRatio - Variable in class org.apache.sysml.runtime.compress.cocode.PlanningCoCoder.GroupableColInfo
CastSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
CastSPInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CastSPInstruction
CellIndex(int, int) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixValue.CellIndex
CentralMomentSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
CentralMomentSPInstruction(CMOperator, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CentralMomentSPInstruction
chainMatrixMultOperations(MatrixBlock, MatrixBlock, MatrixBlock, MapMultChain.ChainType) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
chainMatrixMultOperations(MatrixBlock, MatrixBlock, MatrixBlock, MapMultChain.ChainType, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
chainMatrixMultOperations(MatrixBlock, MatrixBlock, MatrixBlock, MapMultChain.ChainType) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
chainMatrixMultOperations(MatrixBlock, MatrixBlock, MatrixBlock, MapMultChain.ChainType, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
checkBinaryAppendInputCharacteristics(SparkExecutionContext, boolean, boolean, boolean) - Method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
checkInputParameterType(String, Object) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Verify that the type of input parameter value is supported.
checkInputValueType(String, Object) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Verify that the type of input value is supported.
checkInputValueTypes(Map<String, Object>) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Verify that the types of input values are supported.
checkMatrixMatrixBinaryCharacteristics(SparkExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
checkNonZeros() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Basic debugging primitive to check correctness of nnz.
checkNumFields(String, int) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
checkNumFields(String[], int) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
checkNumFields(String[], int, int) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
checkNumFields(String, int, int) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
CheckpointSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
CheckpointSPInstruction(Operator, CPOperand, CPOperand, StorageLevel, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CheckpointSPInstruction
checkResult(int) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaKernels
checkReturnStatus() - Method in class org.apache.sysml.runtime.matrix.JobReturn
checkScriptHasTypeAndString() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Check that the Script object has a type (DML or PYDML) and a string representing the content of the Script.
checkSparseRows() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Basic debugging primitive to check sparse block column ordering.
checkType(MatrixValue) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
ClassLabelComparator() - Constructor for class org.apache.sysml.udf.lib.RowClassMeet.ClassLabelComparator
ClassLabels(double, double) - Constructor for class org.apache.sysml.udf.lib.RowClassMeet.ClassLabels
className - Variable in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
cleanupAfterExecution() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Perform any necessary cleanup operations after program execution.
cleanupBlock(boolean, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Allows to cleanup all previously allocated sparserows or denseblocks.
cleanupHadoopExecution(DMLConfig) - Static method in class org.apache.sysml.api.DMLScript
cleanupJob(JobContext) - Method in class org.apache.sysml.runtime.matrix.data.MultipleOutputCommitter
CleanupMapper() - Constructor for class org.apache.sysml.runtime.matrix.CleanupMR.CleanupMapper
CleanupMR - Class in org.apache.sysml.runtime.matrix
CleanupMR.CleanupMapper - Class in org.apache.sysml.runtime.matrix
cleanupRuntimeInstructions(ArrayList<Instruction>, String[]) - Static method in class org.apache.sysml.api.jmlc.JMLCUtils: Cleanup runtime instructions, removing rmvar instructions for any of the given output variable names.
cleanupRuntimeProgram(Program, String[]) - Static method in class org.apache.sysml.api.jmlc.JMLCUtils: Removes rmvar instructions that would remove any of the given outputs.
cleanupRuntimeProgram() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: If maintainSymbolTable is true, delete all 'remove variable' instructions so as to maintain the values in the symbol table, which are useful when working interactively in an environment such as the Spark Shell.
clearAll() - Method in class org.apache.sysml.api.mlcontext.Script: Clear the script string, inputs, outputs, and symbol table.
clearData() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
clearInputs() - Method in class org.apache.sysml.api.mlcontext.Script: Clear the inputs.
clearIO() - Method in class org.apache.sysml.api.mlcontext.Script: Clear the inputs and outputs, but not the symbol table.
clearIOS() - Method in class org.apache.sysml.api.mlcontext.Script: Clear the inputs, outputs, and symbol table.
clearOutputs() - Method in class org.apache.sysml.api.mlcontext.Script: Clear the outputs.
clearParameters() - Method in class org.apache.sysml.api.jmlc.PreparedScript: Remove all current values bound to input or output variables.
clearSymbolTable() - Method in class org.apache.sysml.api.mlcontext.Script: Clear the symbol table.
clen - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
clens - Variable in class org.apache.sysml.runtime.matrix.CSVReblockMR.AssignRowIDMRReturn
clone() - Method in class org.apache.sysml.runtime.matrix.data.NumItemsByEachReducerMetaData
clone() - Method in class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
clone() - Method in class org.apache.sysml.runtime.matrix.MatrixFormatMetaData
clone() - Method in class org.apache.sysml.runtime.matrix.MetaData
close() - Method in class org.apache.sysml.api.jmlc.Connection: Close connection to SystemML, which clears the thread-local DML and compiler configurations.
close() - Method in class org.apache.sysml.api.mlcontext.MLContext: Closes the mlcontext, which includes the cleanup of static and local state as well as scratch space and buffer pool cleanup.
close() - Method in class org.apache.sysml.runtime.matrix.CleanupMR.CleanupMapper
close(Reporter) - Method in class org.apache.sysml.runtime.matrix.data.UnPaddedOutputFormat.UnpaddedRecordWriter
CM_N_COVCell - Class in org.apache.sysml.runtime.matrix.data
CM_N_COVCell() - Constructor for class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
CMCOVMR - Class in org.apache.sysml.runtime.matrix
cmOperations(CMOperator) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
cmOperations(CMOperator, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
cmOperations(CMOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
cmOperations(CMOperator, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
ColGroup - Class in org.apache.sysml.runtime.compress: Class that stores information about a column group within a compressed matrix block.
ColGroup(int[], int) - Constructor for class org.apache.sysml.runtime.compress.ColGroup: Main constructor.
ColGroup(List<Integer>, int) - Constructor for class org.apache.sysml.runtime.compress.ColGroup: Convenience constructor for converting indices to a more compact format.
ColGroup.CompressionType - Enum in org.apache.sysml.runtime.compress
ColGroupDDC - Class in org.apache.sysml.runtime.compress: Class to encapsulate information about a column group that is encoded with dense dictionary encoding (DDC).
ColGroupDDC() - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC
ColGroupDDC(int[], int, UncompressedBitmap) - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC
ColGroupDDC(int[], int, double[]) - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC
ColGroupDDC1 - Class in org.apache.sysml.runtime.compress: Class to encapsulate information about a column group that is encoded with dense dictionary encoding (DDC) using 1 byte codes.
ColGroupDDC1() - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC1
ColGroupDDC1(int[], int, UncompressedBitmap) - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC1
ColGroupDDC1(int[], int, double[], byte[]) - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC1
ColGroupDDC2 - Class in org.apache.sysml.runtime.compress: Class to encapsulate information about a column group that is encoded with dense dictionary encoding (DDC) using 2 byte codes.
ColGroupDDC2() - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC2
ColGroupDDC2(int[], int, UncompressedBitmap) - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC2
ColGroupDDC2(int[], int, double[], char[]) - Constructor for class org.apache.sysml.runtime.compress.ColGroupDDC2
ColGroupOffset - Class in org.apache.sysml.runtime.compress: Base class for column groups encoded with various types of bitmap encoding.
ColGroupOffset() - Constructor for class org.apache.sysml.runtime.compress.ColGroupOffset
ColGroupOffset(int[], int, UncompressedBitmap) - Constructor for class org.apache.sysml.runtime.compress.ColGroupOffset: Main constructor.
ColGroupOffset(int[], int, boolean, double[]) - Constructor for class org.apache.sysml.runtime.compress.ColGroupOffset: Constructor for subclass methods that need to create shallow copies
ColGroupOLE - Class in org.apache.sysml.runtime.compress: Class to encapsulate information about a column group that is encoded with simple lists of offsets for each set of distinct values.
ColGroupOLE() - Constructor for class org.apache.sysml.runtime.compress.ColGroupOLE
ColGroupOLE(int[], int, UncompressedBitmap) - Constructor for class org.apache.sysml.runtime.compress.ColGroupOLE: Main constructor.
ColGroupOLE(int[], int, boolean, double[], char[], int[]) - Constructor for class org.apache.sysml.runtime.compress.ColGroupOLE
ColGroupRLE - Class in org.apache.sysml.runtime.compress: A group of columns compressed with a single run-length encoded bitmap.
ColGroupRLE() - Constructor for class org.apache.sysml.runtime.compress.ColGroupRLE
ColGroupRLE(int[], int, UncompressedBitmap) - Constructor for class org.apache.sysml.runtime.compress.ColGroupRLE: Main constructor.
ColGroupRLE(int[], int, boolean, double[], char[], int[]) - Constructor for class org.apache.sysml.runtime.compress.ColGroupRLE
ColGroupUncompressed - Class in org.apache.sysml.runtime.compress: Column group type for columns that are stored as dense arrays of doubles.
ColGroupUncompressed() - Constructor for class org.apache.sysml.runtime.compress.ColGroupUncompressed
ColGroupUncompressed(List<Integer>, MatrixBlock) - Constructor for class org.apache.sysml.runtime.compress.ColGroupUncompressed: Main constructor.
ColGroupUncompressed(ArrayList<ColGroup>) - Constructor for class org.apache.sysml.runtime.compress.ColGroupUncompressed: Constructor for creating temporary decompressed versions of one or more compressed column groups.
ColGroupUncompressed(int[], int, MatrixBlock) - Constructor for class org.apache.sysml.runtime.compress.ColGroupUncompressed: Constructor for internal use.
ColGroupValue - Class in org.apache.sysml.runtime.compress: Base class for column groups encoded with value dictionary.
ColGroupValue() - Constructor for class org.apache.sysml.runtime.compress.ColGroupValue
ColGroupValue(int[], int, UncompressedBitmap) - Constructor for class org.apache.sysml.runtime.compress.ColGroupValue: Stores the headers for the individual bitmaps.
ColGroupValue(int[], int, double[]) - Constructor for class org.apache.sysml.runtime.compress.ColGroupValue: Constructor for subclass methods that need to create shallow copies
colInd - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: integer array of nnz values' column indices
ColIndexes(int[]) - Constructor for class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup.ColIndexes
colLower - Variable in class org.apache.sysml.runtime.instructions.spark.IndexingSPInstruction
colsKnown() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
colsPerBlock() - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
column - Variable in class org.apache.sysml.runtime.matrix.data.MatrixValue.CellIndex
ColumnGroupPartitioner - Class in org.apache.sysml.runtime.compress.cocode
ColumnGroupPartitioner() - Constructor for class org.apache.sysml.runtime.compress.cocode.ColumnGroupPartitioner
ColumnGroupPartitionerBinPacking - Class in org.apache.sysml.runtime.compress.cocode: Column group partitioning with bin packing heuristic.
ColumnGroupPartitionerBinPacking() - Constructor for class org.apache.sysml.runtime.compress.cocode.ColumnGroupPartitionerBinPacking
ColumnGroupPartitionerStatic - Class in org.apache.sysml.runtime.compress.cocode: Column group partitioning with static distribution heuristic.
ColumnGroupPartitionerStatic() - Constructor for class org.apache.sysml.runtime.compress.cocode.ColumnGroupPartitionerStatic
columnMajorDenseToRowMajorSparse(cusparseHandle, int, int, Pointer) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Convenience method to convert a CSR matrix to a dense matrix on the GPU Since the allocated matrix is temporary, bookkeeping is not updated.
ColumnMetadata(long) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock.ColumnMetadata
ColumnMetadata(long, String) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock.ColumnMetadata
ColumnMetadata(FrameBlock.ColumnMetadata) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock.ColumnMetadata
colUpper - Variable in class org.apache.sysml.runtime.instructions.spark.IndexingSPInstruction
comb_instructions - Variable in class org.apache.sysml.runtime.matrix.CombineMR.InnerReducer
COMBINE_INSTRUCTION - Static variable in class org.apache.sysml.runtime.matrix.SortMR
CombineMR - Class in org.apache.sysml.runtime.matrix
CombineMR.InnerReducer - Class in org.apache.sysml.runtime.matrix
commitTask(TaskAttemptContext) - Method in class org.apache.sysml.runtime.matrix.data.MultipleOutputCommitter
compact() - Method in class org.apache.sysml.runtime.matrix.data.SparseRow: In-place compaction of non-zero-entries; removes zero entries and shifts non-zero entries to the left if necessary.
compactEmptyBlock() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
compactEmptyBlock() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
Comparator() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.Comparator
Comparator() - Constructor for class org.apache.sysml.runtime.matrix.data.TripleIndexes.Comparator
compare(RDDSortUtils.ValueIndexPair, RDDSortUtils.ValueIndexPair) - Method in class org.apache.sysml.runtime.instructions.spark.utils.RDDSortUtils.IndexComparator
compare(ConvolutionParameters) - Method in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
compare(byte[], int, int, byte[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
compare(MatrixIndexes, MatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
compare(byte[], int, int, byte[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.Comparator
compare(TaggedFirstSecondIndexes, TaggedFirstSecondIndexes) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.Comparator
compare(byte[], int, int, byte[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes.Comparator
compare(TripleIndexes, TripleIndexes) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes.Comparator
compare(RowClassMeet.ClassLabels, RowClassMeet.ClassLabels) - Method in class org.apache.sysml.udf.lib.RowClassMeet.ClassLabelComparator
compareTo(CSVReblockMR.OffsetCount) - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
compareTo(Object) - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
compareTo(AdaptivePartialBlock) - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
compareTo(Object) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
compareTo(Object) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
compareTo(MatrixCell) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
compareTo(Object) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
compareTo(MatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
compareTo(Object) - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
compareTo(PartialBlock) - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
compareTo(Tagged) - Method in class org.apache.sysml.runtime.matrix.data.Tagged
compareTo(TaggedFirstSecondIndexes) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
compareTo(TaggedMatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
compareTo(TaggedTripleIndexes) - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
compareTo(TripleIndexes) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
compareTo(Object) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
compareTo(Object) - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
COMPLEX_DATA_TYPES - Static variable in class org.apache.sysml.api.mlcontext.MLContextUtil: Complex data types supported by the MLContext API
compress() - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Compress the contents of this matrix block.
compress(int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Compress block.
CompressedMatrixBlock - Class in org.apache.sysml.runtime.compress: Experimental version of MatrixBlock that allows a compressed internal representation.
CompressedMatrixBlock() - Constructor for class org.apache.sysml.runtime.compress.CompressedMatrixBlock
CompressedMatrixBlock(int, int, boolean) - Constructor for class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Main constructor for building a block from scratch.
CompressedMatrixBlock(MatrixBlock) - Constructor for class org.apache.sysml.runtime.compress.CompressedMatrixBlock: "Copy" constructor to populate this compressed block with the uncompressed contents of a conventional block.
CompressedMatrixBlock.CompressionStatistics - Class in org.apache.sysml.runtime.compress
CompressedSizeEstimator - Class in org.apache.sysml.runtime.compress.estim: Base class for all compressed size estimators
CompressedSizeEstimator(MatrixBlock) - Constructor for class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator
CompressedSizeEstimator.SizeEstimationFactors - Class in org.apache.sysml.runtime.compress.estim
CompressedSizeEstimatorExact - Class in org.apache.sysml.runtime.compress.estim: Exact compressed size estimator (examines entire dataset).
CompressedSizeEstimatorExact(MatrixBlock) - Constructor for class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorExact
CompressedSizeEstimatorSample - Class in org.apache.sysml.runtime.compress.estim
CompressedSizeEstimatorSample(MatrixBlock, int) - Constructor for class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
CompressedSizeInfo - Class in org.apache.sysml.runtime.compress.estim: A helper reusable object for maintaining bitmap sizes
CompressedSizeInfo(int, int, long, long, long) - Constructor for class org.apache.sysml.runtime.compress.estim.CompressedSizeInfo
CompressionFunction() - Constructor for class org.apache.sysml.runtime.instructions.spark.CompressionSPInstruction.CompressionFunction
CompressionSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
CompressionSPInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CompressionSPInstruction
CompressionSPInstruction.CompressionFunction - Class in org.apache.sysml.runtime.instructions.spark
CompressionStatistics() - Constructor for class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
CompressionStatistics(double, double, double, double) - Constructor for class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
ComputationSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
ComputationSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
ComputationSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
computeColMxx(MatrixBlock, Builtin, boolean) - Method in class org.apache.sysml.runtime.compress.ColGroupValue: NOTE: Shared across OLE/RLE/DDC because value-only computation.
computeColSums(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
computeColSums(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
computeColSums(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
computeColSums(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
computeDimension(HashMap<Byte, MatrixCharacteristics>, MRInstruction) - Static method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
computeMatrixCharacteristics(JavaPairRDD<MatrixIndexes, MatrixCell>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils: Utility to compute dimensions and non-zeros in a given RDD of binary cells.
computeMxx(MatrixBlock, Builtin, boolean) - Method in class org.apache.sysml.runtime.compress.ColGroupValue: NOTE: Shared across OLE/RLE/DDC because value-only computation.
computeNNZperBlock(long, long, int, int, double) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen
computeOffsets(boolean[]) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset: Utility function of sparse-unsafe operations.
computeRowMxx(MatrixBlock, Builtin, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
computeRowMxx(MatrixBlock, Builtin, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
computeRowMxx(MatrixBlock, Builtin, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
computeRowMxx(MatrixBlock, Builtin, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
computeRowSums(MatrixBlock, KahanFunction, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
computeRowSums(MatrixBlock, KahanFunction, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
computeRowSums(ColGroupDDC1[], MatrixBlock, KahanFunction, int, int) - Static method in class org.apache.sysml.runtime.compress.ColGroupDDC1
computeRowSums(MatrixBlock, KahanFunction, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
computeRowSums(MatrixBlock, KahanFunction, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
computeRowSums(MatrixBlock, KahanFunction, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
computeRowSums(MatrixBlock, KahanFunction, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
computeSizeEstimationFactors(UncompressedBitmap, boolean) - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator
computeSum(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
computeSum(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
computeSum(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
computeSum(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
computeSum(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
computeSum(MatrixBlock, KahanFunction) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
computeZeroIndicatorVector() - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
config - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
configFile - Variable in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
configure(JobConf) - Method in class org.apache.sysml.runtime.matrix.CleanupMR.CleanupMapper
configure(JobConf) - Method in class org.apache.sysml.runtime.matrix.CombineMR.InnerReducer
configure(JobConf) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.FirstIndexPartitioner
configure(JobConf) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.FirstIndexRangePartitioner
configure(JobConf) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.TagPartitioner
configure(JobConf) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes.FirstTwoIndexesPartitioner
Connection - Class in org.apache.sysml.api.jmlc: Interaction with SystemML using the JMLC (Java Machine Learning Connector) API is initiated with a Connection object.
Connection() - Constructor for class org.apache.sysml.api.jmlc.Connection: Connection constructor, the starting point for any other JMLC API calls.
constructHops() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Construct DAGs of high-level operators (HOPs) for each block of statements.
constructLops() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Construct DAGs of low-level operators (LOPs) based on the DAGs of high-level operators (HOPs).
constructParameterMap(String[]) - Static method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction
containsAllZeroValue() - Method in class org.apache.sysml.runtime.compress.ColGroupValue
conv2d(MatrixObject, MatrixObject, MatrixObject, int, int, int, int, int, int, int, int, int, int, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA
conv2d(MatrixBlock, MatrixBlock, MatrixBlock, ConvolutionParameters) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
conv2dBackwardData(MatrixObject, MatrixObject, MatrixObject, int, int, int, int, int, int, int, int, int, int, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: This method computes the backpropogation errors for previous layer of convolution operation
conv2dBackwardData(MatrixBlock, MatrixBlock, MatrixBlock, ConvolutionParameters) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN: This method computes the backpropogation errors for previous layer of convolution operation
conv2dBackwardFilter(MatrixObject, MatrixObject, MatrixObject, int, int, int, int, int, int, int, int, int, int, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: This method computes the backpropogation errors for filter of convolution operation
conv2dBackwardFilter(MatrixBlock, MatrixBlock, MatrixBlock, ConvolutionParameters) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN: This method computes the backpropogation errors for filter of convolution operation
convert(Writable, Writable) - Method in class org.apache.sysml.runtime.matrix.data.AddDummyWeightConverter
convert(MatrixIndexes, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToBinaryCellConverter
convert(MatrixIndexes, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToRowBlockConverter
convert(MatrixIndexes, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToTextCellConverter: Before calling convert, please make sure to setBlockSize(brlen, bclen);
convert(MatrixIndexes, MatrixCell) - Method in class org.apache.sysml.runtime.matrix.data.BinaryCellToRowBlockConverter
convert(MatrixIndexes, MatrixCell) - Method in class org.apache.sysml.runtime.matrix.data.BinaryCellToTextConverter
convert(K1, V1) - Method in interface org.apache.sysml.runtime.matrix.data.Converter
convert(Writable, Writable) - Method in class org.apache.sysml.runtime.matrix.data.IdenticalConverter
convert(LongWritable, Text) - Method in class org.apache.sysml.runtime.matrix.data.TextCellToRowBlockConverter
convert(LongWritable, Text) - Method in class org.apache.sysml.runtime.matrix.data.TextToBinaryCellConverter
convert(MatrixIndexes, WeightedCell) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCellToSortInputConverter
convertDFSchemaToFrameSchema(StructType, String[], Expression.ValueType[], boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils: NOTE: regarding the support of vector columns, we make the following schema restriction: single vector column, which allows inference of the vector length without data access and covers the common case.
Converter<K1 extends org.apache.hadoop.io.Writable,V1 extends org.apache.hadoop.io.Writable,K2 extends org.apache.hadoop.io.Writable,V2 extends org.apache.hadoop.io.Writable> - Interface in org.apache.sysml.runtime.matrix.data
ConverterUtils - Class in org.apache.sysml.runtime.compress.utils
ConverterUtils() - Constructor for class org.apache.sysml.runtime.compress.utils.ConverterUtils
convertFrameSchemaToDFSchema(Expression.ValueType[], boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils: This function will convert Frame schema into DataFrame schema
convertInputParametersForParser(Map<String, Object>, ScriptType) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Converts non-string basic input parameter values to strings to pass to the parser.
convertInputType(String, Object) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Convert input types to internal SystemML representations
convertInputType(String, Object, Metadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Convert input types to internal SystemML representations
convertMBtoPy4JDenseArr(MatrixBlock) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
convertPy4JArrayToMB(byte[], long, long) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
convertPy4JArrayToMB(byte[], int, int) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
convertPy4JArrayToMB(byte[], long, long, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
convertPy4JArrayToMB(byte[], int, int, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
convertSciPyCOOToMB(byte[], byte[], byte[], long, long, long) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
convertSciPyCOOToMB(byte[], byte[], byte[], int, int, int) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
convertToDoubleMatrix(String, String) - Method in class org.apache.sysml.api.jmlc.Connection: Converts an input string representation of a matrix in textcell format into a dense double array.
convertToDoubleMatrix(String, int, int) - Method in class org.apache.sysml.api.jmlc.Connection: Converts an input string representation of a matrix in textcell format into a dense double array.
convertToDoubleMatrix(InputStream, int, int) - Method in class org.apache.sysml.api.jmlc.Connection: Converts an input stream of a string matrix in textcell format into a dense double array.
convertToStringFrame(String, String) - Method in class org.apache.sysml.api.jmlc.Connection: Converts an input string representation of a frame in textcell format into a dense string array.
convertToStringFrame(String, int, int) - Method in class org.apache.sysml.api.jmlc.Connection: Converts an input string representation of a frame in textcell format into a dense string array.
convertToStringFrame(InputStream, int, int) - Method in class org.apache.sysml.api.jmlc.Connection: Converts an input stream of a string frame in textcell format into a dense string array.
ConvolutionGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
ConvolutionGPUInstruction(CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.ConvolutionGPUInstruction
ConvolutionGPUInstruction(CPOperand, CPOperand, CPOperand, String, String, ArrayList<CPOperand>, ArrayList<CPOperand>, ArrayList<CPOperand>, ArrayList<CPOperand>) - Constructor for class org.apache.sysml.runtime.instructions.gpu.ConvolutionGPUInstruction
ConvolutionParameters - Class in org.apache.sysml.runtime.matrix.data: This class is container that stores parameters required for executing following operations: conv2d, conv2d_backward_data, conv2d_backward_filter, maxpooling, maxpooling_backward
ConvolutionParameters(long, long, long, long, long, long, long, long, long, long, long, int) - Constructor for class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
ConvolutionParameters(int, int, int, int, int, int, int, int, int, int, int, int) - Constructor for class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
coordinateMatrixToBinaryBlock(JavaSparkContext, CoordinateMatrix, MatrixCharacteristics, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt: Example usage:
coordinateMatrixToBinaryBlock(SparkContext, CoordinateMatrix, MatrixCharacteristics, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
copy() - Method in class org.apache.sysml.api.MLBlock: Deprecated.
copy(MatrixValue, boolean) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
copy(MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
copy(FrameBlock) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
copy(int, int, int, int, FrameBlock) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
copy(MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
copy(MatrixValue, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
copy(int, int, int, int, MatrixBlock, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: In-place copy of matrix src into the index range of the existing current matrix.
copy(MatrixValue, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
copy(MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
copy(MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
copy(MatrixValue, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
copy(SparseRow) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
copy(MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
copy(MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
copyBinaryBlockMatrix(JavaPairRDD<MatrixIndexes, MatrixBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils: Creates a partitioning-preserving deep copy of the input matrix RDD, where the indexes and values are copied.
copyBinaryBlockMatrix(JavaPairRDD<MatrixIndexes, MatrixBlock>, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils: Creates a partitioning-preserving copy of the input matrix RDD.
copyColGroup(ColGroup) - Static method in class org.apache.sysml.runtime.compress.utils.ConverterUtils: Copy col group instance with deep copy of column indices but shallow copy of actual contents;
copyFromDeviceToHost() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
copyNonZerosToRowCol(MatrixBlock, MatrixBlock, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
copySparseBlock(SparseBlock.Type, SparseBlock, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.SparseBlockFactory
copyToDevice(JCudaObject.CSRPointer, int, long, int[], int[], double[]) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Static method to copy a CSR sparse matrix from Host to Device
copyToHost(JCudaObject.CSRPointer, int, long, int[], int[], double[]) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Static method to copy a CSR sparse matrix from Device to host
copyUpperToLowerTriangle(MatrixBlock) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
count - Variable in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
countCompiledMRJobsAndSparkInstructions() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Count the number of compiled MR Jobs/Spark Instructions in the runtime program and set this value in the statistics.
counterFile - Variable in class org.apache.sysml.runtime.matrix.CSVReblockMR.AssignRowIDMRReturn
countNonZerosPerRow(int[], int, int) - Method in class org.apache.sysml.runtime.compress.ColGroup: Count the number of non-zeros per row
countNonZerosPerRow(int[], int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
countNonZerosPerRow(int[], int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
countNonZerosPerRow(int[], int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
countNonZerosPerRow(int[], int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
countNonZerosPerRow(int[], int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
countNonZerosPerRow(int[], int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
CovarianceSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
CovarianceSPInstruction(COVOperator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CovarianceSPInstruction
CovarianceSPInstruction(COVOperator, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CovarianceSPInstruction
covOperations(COVOperator, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
covOperations(COVOperator, MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
covOperations(COVOperator, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
covOperations(COVOperator, MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
CPInstructionParser - Class in org.apache.sysml.runtime.instructions
CPInstructionParser() - Constructor for class org.apache.sysml.runtime.instructions.CPInstructionParser
CpmmSPInstruction - Class in org.apache.sysml.runtime.instructions.spark: Cpmm: cross-product matrix multiplication operation (distributed matrix multiply by join over common dimension and subsequent aggregation of partial results).
CpmmSPInstruction(Operator, CPOperand, CPOperand, CPOperand, AggBinaryOp.SparkAggType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CpmmSPInstruction
CREATE_SKIPLIST - Static variable in class org.apache.sysml.runtime.compress.ColGroupOffset
createAndInitializeExecutionContext() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Create an execution context and set its variables to be the symbol table of the script.
createArgumentsMap(boolean, String[]) - Static method in class org.apache.sysml.api.DMLScript
createColName(int) - Static method in class org.apache.sysml.runtime.matrix.data.FrameBlock
createColNames(int) - Static method in class org.apache.sysml.runtime.matrix.data.FrameBlock
createColNames(int, int) - Static method in class org.apache.sysml.runtime.matrix.data.FrameBlock
createCompressedBitmaps(int, int, char[][]) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
createGPUObject(MatrixObject) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.GPUContext
createHistoryForScript(Script, long) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Generate a String history entry for a script.
CreateMatrixCell(int, Operator) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.CreateMatrixCell
createObject(Class<? extends MatrixValue>) - Static method in class org.apache.sysml.runtime.matrix.data.TaggedMatrixValue
createOutputFilePathAndName(String) - Method in class org.apache.sysml.udf.PackageFunction
createRandomMatrixGenerator(String, int, int, int, int, double, double, double, String) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen
createSparseBlock(int) - Static method in class org.apache.sysml.runtime.matrix.data.SparseBlockFactory
createSparseBlock(SparseBlock.Type, int) - Static method in class org.apache.sysml.runtime.matrix.data.SparseBlockFactory
CSVFileFormatProperties - Class in org.apache.sysml.runtime.matrix.data
CSVFileFormatProperties() - Constructor for class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
CSVFileFormatProperties(boolean, String, boolean, double, String) - Constructor for class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
CSVFileFormatProperties(boolean, String, boolean) - Constructor for class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
CSVInputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
CSVOutputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
CSVReblockMR - Class in org.apache.sysml.runtime.matrix
CSVReblockMR.AssignRowIDMRReturn - Class in org.apache.sysml.runtime.matrix
CSVReblockMR.BlockRow - Class in org.apache.sysml.runtime.matrix
CSVReblockMR.OffsetCount - Class in org.apache.sysml.runtime.matrix
CSVReblockSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
CSVReblockSPInstruction(Operator, CPOperand, CPOperand, int, int, boolean, String, boolean, double, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CSVReblockSPInstruction
csvToBinaryBlock(JavaSparkContext, JavaPairRDD<LongWritable, Text>, MatrixCharacteristics, Expression.ValueType[], boolean, String, boolean, double) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
csvToBinaryBlock(JavaSparkContext, JavaRDD<String>, MatrixCharacteristics, Expression.ValueType[], boolean, String, boolean, double) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
csvToBinaryBlock(JavaSparkContext, JavaPairRDD<LongWritable, Text>, MatrixCharacteristics, boolean, String, boolean, double) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
csvToBinaryBlock(JavaSparkContext, JavaRDD<String>, MatrixCharacteristics, boolean, String, boolean, double) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils: Example usage:
csvToRowRDD(JavaSparkContext, String, String, Expression.ValueType[]) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
csvToRowRDD(JavaSparkContext, JavaRDD<String>, String, Expression.ValueType[]) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
CTableMap - Class in org.apache.sysml.runtime.matrix.data: Ctable map is an abstraction for the hashmap used for ctable's hash group-by because this structure is passed through various interfaces.
CTableMap() - Constructor for class org.apache.sysml.runtime.matrix.data.CTableMap
cublasHandle - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA
cudnnHandle - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA
cumaggregateUnaryMatrix(MatrixBlock, MatrixBlock, UnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
cumaggregateUnaryMatrix(MatrixBlock, MatrixBlock, UnaryOperator, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
CumSumProd - Class in org.apache.sysml.udf.lib: Variant of cumsum:
Computes following two functions:
CumSumProd() - Constructor for class org.apache.sysml.udf.lib.CumSumProd
CumulativeAggregateSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
CumulativeAggregateSPInstruction(AggregateUnaryOperator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CumulativeAggregateSPInstruction
CumulativeOffsetSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
CumulativeOffsetSPInstruction(Operator, CPOperand, CPOperand, CPOperand, double, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.CumulativeOffsetSPInstruction
currContext - Static variable in class org.apache.sysml.runtime.instructions.gpu.context.GPUContext
cusparseHandle - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA

D

DArrayIListEntry(DblArray, IntArrayList) - Constructor for class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap.DArrayIListEntry
data - Variable in class org.apache.sysml.runtime.matrix.CSVReblockMR.BlockRow
DataFrameExtractIDFunction(int) - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils.DataFrameExtractIDFunction
dataFrameToBinaryBlock(JavaSparkContext, Dataset<Row>, MatrixCharacteristics, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
dataFrameToBinaryBlock(JavaSparkContext, Dataset<Row>, MatrixCharacteristics, boolean, Pair<String[], Expression.ValueType[]>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
dataFrameToBinaryBlock(JavaSparkContext, Dataset<Row>, MatrixCharacteristics, boolean, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
dataFrameToFrameBinaryBlocks(Dataset<Row>, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a DataFrame to a JavaPairRDD<Long, FrameBlock> binary-block frame.
dataFrameToFrameObject(String, Dataset<Row>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a DataFrame to a FrameObject.
dataFrameToFrameObject(String, Dataset<Row>, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a DataFrame to a FrameObject.
dataFrameToMatrixBinaryBlocks(Dataset<Row>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a DataFrame to a JavaPairRDD<MatrixIndexes, MatrixBlock> binary-block matrix.
dataFrameToMatrixBinaryBlocks(Dataset<Row>, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a DataFrame to a JavaPairRDD<MatrixIndexes, MatrixBlock> binary-block matrix.
dataFrameToMatrixObject(String, Dataset<Row>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a DataFrame to a MatrixObject.
dataFrameToMatrixObject(String, Dataset<Row>, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a DataFrame to a MatrixObject.
DataGenMR - Class in org.apache.sysml.runtime.matrix: Rand MapReduce job which creates random objects.
DataPartitionMR - Class in org.apache.sysml.runtime.matrix
DATATYPE_PREFIX - Static variable in class org.apache.sysml.runtime.instructions.Instruction
DblArray - Class in org.apache.sysml.runtime.compress.utils: Helper class used for bitmap extraction.
DblArray() - Constructor for class org.apache.sysml.runtime.compress.utils.DblArray
DblArray(double[]) - Constructor for class org.apache.sysml.runtime.compress.utils.DblArray
DblArray(DblArray) - Constructor for class org.apache.sysml.runtime.compress.utils.DblArray
DblArray(double[], boolean) - Constructor for class org.apache.sysml.runtime.compress.utils.DblArray
DblArrayIntListHashMap - Class in org.apache.sysml.runtime.compress.utils: This class provides a memory-efficient replacement for HashMap<DblArray,IntArrayList> for restricted use cases.
DblArrayIntListHashMap() - Constructor for class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap
DblArrayIntListHashMap.DArrayIListEntry - Class in org.apache.sysml.runtime.compress.utils
deallocate() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Calls cudaFree on the allocated Pointer instances
DEBUG - Static variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: enable this to print debug information before code pertaining to the GPU is executed
debugString(Pointer, long, long) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Gets the double array from GPU memory onto host memory and returns string.
decompress() - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Decompress block.
decompress(int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Decompress block.
decompressToBlock(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroup: Decompress the contents of this column group into the specified full matrix block.
decompressToBlock(MatrixBlock, int[]) - Method in class org.apache.sysml.runtime.compress.ColGroup: Decompress the contents of this column group into uncompressed packed columns
decompressToBlock(MatrixBlock, int) - Method in class org.apache.sysml.runtime.compress.ColGroup: Decompress to block.
decompressToBlock(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
decompressToBlock(MatrixBlock, int[]) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
decompressToBlock(MatrixBlock, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
decompressToBlock(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
decompressToBlock(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
decompressToBlock(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
decompressToBlock(MatrixBlock, int[]) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
decompressToBlock(MatrixBlock, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
decompressToBlock(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
decompressToBlock(MatrixBlock, int[]) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
decompressToBlock(MatrixBlock, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
decompressToBlock(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
decompressToBlock(MatrixBlock, int[]) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
decompressToBlock(MatrixBlock, int) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
decompressToBlock(MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
decompressToBlock(MatrixBlock, int[]) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
decompressToBlock(MatrixBlock, int) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
DEFAULT_INPLACE_SPARSEBLOCK - Static variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
DEFAULT_SPARSEBLOCK - Static variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
DEFAULT_TMP - Static variable in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
deleteIndexRange(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Deletes all non-zero values of the given column range [cl,cu) in row r.
deleteIndexRange(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
deleteIndexRange(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
deleteIndexRange(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
deleteIndexRange(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
deleteRemoveVariableInstructions(Program) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Delete the 'remove variable' instructions from a runtime program.
DeNaNWrapper - Class in org.apache.sysml.udf.lib: Deprecated.
DeNaNWrapper() - Constructor for class org.apache.sysml.udf.lib.DeNaNWrapper: Deprecated.
DeNegInfinityWrapper - Class in org.apache.sysml.udf.lib: Deprecated.
DeNegInfinityWrapper() - Constructor for class org.apache.sysml.udf.lib.DeNegInfinityWrapper: Deprecated.
denseBlock - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
denseDenseMatmult(MatrixObject, MatrixObject, MatrixObject, boolean, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Dense dense matrix multiply C = op(A) * op(B), A and B are dense matrices
denseDenseMatmult(Pointer, int, int, int, int, boolean, boolean, Pointer, Pointer) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Dense-dense matrix multiply C = op(A) * op(B), A and B are dense matrices On the host, the matrices are in row-major format; cuBLAS expects them in column-major format.
denseScalarOperationsInPlace(ScalarOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
denseScalarOperationsInPlace(ScalarOperator) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
denseSparseMatmult(MatrixObject, MatrixObject, MatrixObject, boolean, boolean, int, int, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: C = op(A) * op(B) where A is dense and B is sparse If B is ultrasparse, A is converted to a sparse matrix and sparseSparseMatmult(MatrixObject, int, int, int, int, int, CSRPointer, CSRPointer) is invoked otherwise B is converted to a dense matrix and denseDenseMatmult(Pointer, int, int, int, int, boolean, boolean, Pointer, Pointer) is invoked.
denseToSparse() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Converts this JCudaObject from dense to sparse format.
deriveAggregateOperatorCorrectionLocation(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
deriveAggregateOperatorOpcode(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
descr - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: descriptor of matrix, only CUSPARSE_MATRIX_TYPE_GENERAL supported
destroy() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUContext
destroy() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext
determineFrameFormatIfNeeded(Dataset<Row>, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: If the FrameFormat of the DataFrame has not been explicitly specified, attempt to determine the proper FrameFormat.
determineMatrixFormatIfNeeded(Dataset<Row>, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: If the MatrixFormat of the DataFrame has not been explicitly specified, attempt to determine the proper MatrixFormat.
determineNumReducers(long[], long[], int, long) - Static method in class org.apache.sysml.runtime.matrix.MMCJMR: Determine number of reducers based on configured number of reducers, number of results groups and input data divided by blocksize (as heuristic for useful degree of parallelism).
determineNumReducers(long[], long[], int, long) - Static method in class org.apache.sysml.runtime.matrix.WriteCSVMR
determineOutputTypeAsString(LocalVariableMap, String) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Obtain a symbol table output type as a String
deviceCount - Static variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: The total number of cuda devices on this machine
DF_ID_COLUMN - Static variable in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
diag(MatrixBlock, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
diag - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
DIListEntry(double, IntArrayList) - Constructor for class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap.DIListEntry
dimsKnown() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
dimsKnown(boolean) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
displayInputParameters() - Method in class org.apache.sysml.api.mlcontext.Script: Display the script input parameters.
displayInputs(String, Map<String, Object>, LocalVariableMap) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Obtain a display of script inputs.
displayInputs() - Method in class org.apache.sysml.api.mlcontext.Script: Display the script inputs.
displayInputVariables() - Method in class org.apache.sysml.api.mlcontext.Script: Display the script input variables.
displayMap(String, Map<String, Object>) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Display the keys and values in a Map
displayOutputs(String, Set<String>, LocalVariableMap) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Obtain a display of the script outputs.
displayOutputs(Set<String>, LocalVariableMap) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Obtain a display of the script outputs.
displayOutputs() - Method in class org.apache.sysml.api.mlcontext.Script: Display the script outputs.
displayOutputVariables() - Method in class org.apache.sysml.api.mlcontext.Script: Display the script output variables.
displayScriptHistory(List<String>) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Generate a String listing of the script execution history.
displaySet(String, Set<String>) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Display the values in a Set
displaySymbolTable(String, LocalVariableMap) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Display the keys and values in the symbol table
displaySymbolTable(LocalVariableMap) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Display the keys and values in the symbol table
displaySymbolTable() - Method in class org.apache.sysml.api.mlcontext.Script: Display the script symbol table.
divide(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
divide(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
dml(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a DML Script object based on a string.
DML_FILE_PATH_ANTLR_PARSER - Static variable in class org.apache.sysml.api.DMLScript
DMLException - Exception in org.apache.sysml.api: Exception occurring in the DML framework.
DMLException() - Constructor for exception org.apache.sysml.api.DMLException
DMLException(String) - Constructor for exception org.apache.sysml.api.DMLException
DMLException(Throwable) - Constructor for exception org.apache.sysml.api.DMLException
DMLException(String, Throwable) - Constructor for exception org.apache.sysml.api.DMLException
dmlFromFile(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a DML Script object based on a string path to a file.
dmlFromInputStream(InputStream) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a DML Script object based on an input stream.
dmlFromLocalFile(File) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Creates a DML Script object based on a file in the local file system.
dmlFromResource(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a DML Script object based on a resource path.
dmlFromString(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a DML Script object based on a string.
dmlFromUrl(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a DML Script object based on a URL path.
dmlFromUrl(URL) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a DML Script object based on a URL.
dmlProgram - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
DMLRuntimeException - Exception in org.apache.sysml.runtime: This exception should be thrown to flag runtime errors -- DML equivalent to java.lang.RuntimeException.
DMLRuntimeException(String) - Constructor for exception org.apache.sysml.runtime.DMLRuntimeException
DMLRuntimeException(Exception) - Constructor for exception org.apache.sysml.runtime.DMLRuntimeException
DMLRuntimeException(String, Exception) - Constructor for exception org.apache.sysml.runtime.DMLRuntimeException
DMLScript - Class in org.apache.sysml.api
DMLScript() - Constructor for class org.apache.sysml.api.DMLScript
DMLScript.RUNTIME_PLATFORM - Enum in org.apache.sysml.api
DMLScriptException - Exception in org.apache.sysml.runtime: This exception should be thrown to flag DML Script errors.
DMLScriptException(String) - Constructor for exception org.apache.sysml.runtime.DMLScriptException: This is the only valid constructor for DMLScriptException.
dmlTranslator - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
doesDataFrameLookLikeMatrix(Dataset<Row>) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Examine the DataFrame schema to determine whether the data appears to be a matrix.
doesSymbolTableContainFrameObject(LocalVariableMap, String) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Determine if the symbol table contains a FrameObject with the given variable name.
doesSymbolTableContainMatrixObject(LocalVariableMap, String) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Determine if the symbol table contains a MatrixObject with the given variable name.
dotProduct(double[], double[], int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
dotProduct(double[], double[], int, int, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
DoubleIntListHashMap - Class in org.apache.sysml.runtime.compress.utils: This class provides a memory-efficient replacement for HashMap<Double,IntArrayList> for restricted use cases.
DoubleIntListHashMap() - Constructor for class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap
DoubleIntListHashMap.DIListEntry - Class in org.apache.sysml.runtime.compress.utils
doubleMatrixToMatrixObject(String, double[][]) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a two-dimensional double array to a MatrixObject.
doubleMatrixToMatrixObject(String, double[][], MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a two-dimensional double array to a MatrixObject.
dropLastRowsOrColums(PartialAggregate.CorrectionLocationType) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
DynamicProjectMatrixCP - Class in org.apache.sysml.udf.lib
DynamicProjectMatrixCP() - Constructor for class org.apache.sysml.udf.lib.DynamicProjectMatrixCP
DynamicReadMatrixCP - Class in org.apache.sysml.udf.lib
DynamicReadMatrixCP() - Constructor for class org.apache.sysml.udf.lib.DynamicReadMatrixCP
DynamicReadMatrixRcCP - Class in org.apache.sysml.udf.lib
DynamicReadMatrixRcCP() - Constructor for class org.apache.sysml.udf.lib.DynamicReadMatrixRcCP
DynamicWriteMatrixCP - Class in org.apache.sysml.udf.lib: Deprecated.
DynamicWriteMatrixCP() - Constructor for class org.apache.sysml.udf.lib.DynamicWriteMatrixCP: Deprecated.

E

eitherSparseMatmult(MatrixObject, MatrixObject, MatrixObject, boolean, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: One of the matrices is sparse, the other dense C = op(A) x op(B)
ELEMENT_DELIM - Static variable in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
elementWiseMultiply(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
elementWiseMultiply(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
ENABLE_DEBUG_MODE - Static variable in class org.apache.sysml.api.DMLScript
end_indexes_h - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
end_indexes_w - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
endCol - Variable in class org.apache.sysml.runtime.instructions.Instruction
endLine - Variable in class org.apache.sysml.runtime.instructions.Instruction
ensureAllocatedColumns(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Allocate column data structures if necessary, i.e., if schema specified but not all column data structures created yet.
ensureColumnCompatibility(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Checks for matching column sizes in case of existing columns.
ensureComputeCapability() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUContext: Ensures that all the CUDA cards on the current system are of the minimum required compute capability.
ensureComputeCapability() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext
entrySet() - Method in class org.apache.sysml.runtime.matrix.data.CTableMap: Deprecated.
equals(Object) - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup.ColIndexes
equals(Object) - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
equals(Object) - Method in class org.apache.sysml.runtime.compress.utils.DblArray
equals(Object) - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue.CellIndex
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.OutputInfo
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.Tagged
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
equals(Object) - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
equals(Object) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
equals(Object) - Method in class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
equals(Object) - Method in class org.apache.sysml.runtime.matrix.MetaData
ERROR_MSG_DELIMITER - Static variable in exception org.apache.sysml.api.DMLException
estimateCompressedColGroupSize(int[]) - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator
estimateCompressedColGroupSize(UncompressedBitmap) - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator
estimateCompressedColGroupSize(int[]) - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorExact
estimateCompressedColGroupSize(UncompressedBitmap) - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorExact
estimateCompressedColGroupSize(int[]) - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
estimateCompressedColGroupSize(UncompressedBitmap) - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
estimateCompressedSizeInMemory() - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Obtain an upper bound on the memory used to store the compressed block.
estimatedNNzsPerRow - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
estimatedNonZeros - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock.SparsityEstimate
estimateInMemorySize() - Method in class org.apache.sysml.runtime.compress.ColGroup: Note: Must be overridden by child classes to account for additional data and metadata
estimateInMemorySize() - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
estimateInMemorySize() - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
estimateInMemorySize() - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
estimateInMemorySize() - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
estimateInMemorySize() - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
estimateInMemorySize() - Method in class org.apache.sysml.runtime.compress.ColGroupValue
estimateMemory(long, long, double) - Static method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO: Get the estimated in-memory size of the sparse block in COO with the given dimensions w/o accounting for overallocation.
estimateMemory(long, long, double) - Static method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Get the estimated in-memory size of the sparse block in CSR with the given dimensions w/o accounting for overallocation.
estimateMemory(long, long, double) - Static method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR: Get the estimated in-memory size of the sparse block in MCSR with the given dimensions w/o accounting for overallocation.
estimateSize(long, long) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Estimate the size of a CSR matrix in GPU memory Size of pointers is not needed and is not added in
estimateSizeDenseInMemory(long, long) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
estimateSizeInMemory() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
estimateSizeInMemory(long, long, double) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
estimateSizeOnDisk() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
estimateSizeOnDisk(long, long, long) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
estimateSizeSparseInMemory(long, long, double) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
estimateSizeSparseInMemory(SparseBlock.Type, long, long, double) - Static method in class org.apache.sysml.runtime.matrix.data.SparseBlockFactory
estimateSparsityOnAggBinary(MatrixBlock, MatrixBlock, AggregateBinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
estSize - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
evalSparseFormatInMemory() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Evaluates if this matrix block should be in sparse format in memory.
evalSparseFormatInMemory(long, long, long) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Evaluates if a matrix block with the given characteristics should be in sparse format in memory.
evalSparseFormatOnDisk() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Evaluates if this matrix block should be in sparse format on disk.
evalSparseFormatOnDisk(long, long, long) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Evaluates if a matrix block with the given characteristics should be in sparse format on disk (or in any other serialized representation).
evict(long) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject: Cycles through the sorted list of allocated GPUObject instances.
evictionPolicy - Static variable in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
examSparsity() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Evaluates if this matrix block should be in sparse format in memory.
execute(String, Map<String, String>, boolean, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing named arguments using specified config file.
execute(String, Map<String, String>, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing named arguments using specified config file.
execute(String, Map<String, String>) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing named arguments with default configuration.
execute(String, Map<String, String>) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing named arguments.
execute(String, Map<String, String>, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental: Execute PyDML script by passing named arguments if parsePyDML=true.
execute(String, Map<String, String>, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental: Execute PyDML script by passing named arguments if parsePyDML=true.
execute(String, String[], String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing positional arguments using specified config file
execute(String, ArrayList<String>, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing positional arguments using specified config file This method is implemented for compatibility with Python MLContext.
execute(String, String[]) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing positional arguments using default configuration
execute(String, ArrayList<String>) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing positional arguments using default configuration.
execute(String, ArrayList<String>, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental: Execute DML script by passing positional arguments if parsePyDML=true, using default configuration.
execute(String, ArrayList<String>, boolean, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental: Execute DML script by passing positional arguments if parsePyDML=true, using specified config file.
execute(String, ArrayList<String>, ArrayList<String>, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing positional arguments using specified config file
execute(String, ArrayList<String>, ArrayList<String>) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script by passing positional arguments using specified config file
execute(String, String[], boolean, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental: Execute DML script by passing positional arguments if parsePyDML=true, using specified config file.
execute(String, String[], boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental: Execute DML script by passing positional arguments if parsePyDML=true, using default configuration.
execute(String, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script without any arguments using specified config path
execute(String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute DML script without any arguments using default configuration.
execute(String, boolean, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental: Execute DML script without any arguments if parsePyDML=true, using specified config path.
execute(String, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental: Execute DML script without any arguments if parsePyDML=true, using default configuration.
execute(Script) - Method in class org.apache.sysml.api.mlcontext.MLContext: Execute a DML or PYDML Script.
execute(Script, ScriptExecutor) - Method in class org.apache.sysml.api.mlcontext.MLContext: Execute a DML or PYDML Script object using a ScriptExecutor.
execute(Script) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Execute a DML or PYDML script.
execute() - Method in class org.apache.sysml.udf.lib.BinningWrapper
execute() - Method in class org.apache.sysml.udf.lib.CumSumProd
execute() - Method in class org.apache.sysml.udf.lib.DeNaNWrapper: Deprecated.
execute() - Method in class org.apache.sysml.udf.lib.DeNegInfinityWrapper: Deprecated.
execute() - Method in class org.apache.sysml.udf.lib.DynamicProjectMatrixCP
execute() - Method in class org.apache.sysml.udf.lib.DynamicReadMatrixCP
execute() - Method in class org.apache.sysml.udf.lib.DynamicReadMatrixRcCP
execute() - Method in class org.apache.sysml.udf.lib.DynamicWriteMatrixCP: Deprecated.
execute() - Method in class org.apache.sysml.udf.lib.GatherWrapper
execute() - Method in class org.apache.sysml.udf.lib.MultiInputCbind
execute() - Method in class org.apache.sysml.udf.lib.OrderWrapper: Deprecated.
execute() - Method in class org.apache.sysml.udf.lib.PermutationMatrixWrapper: Deprecated.
execute() - Method in class org.apache.sysml.udf.lib.RemoveEmptyRows: Deprecated.
execute() - Method in class org.apache.sysml.udf.lib.RowClassMeet
execute() - Method in class org.apache.sysml.udf.lib.SGDNesterovUpdate
execute() - Method in class org.apache.sysml.udf.lib.TimeWrapper
execute() - Method in class org.apache.sysml.udf.PackageFunction: Method that will be executed to perform this function.
executeRuntimeProgram() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Execute the runtime program.
executeScript(Configuration, String[]) - Static method in class org.apache.sysml.api.DMLScript: Single entry point for all public invocation alternatives (e.g., main, executeScript, JaqlUdf etc)
executeScript() - Method in class org.apache.sysml.api.jmlc.PreparedScript: Executes the prepared script over the bound inputs, creating the result variables according to bound and registered outputs.
executeScript(String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Execute a script stored in a string.
executeScript(String, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, boolean, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, ArrayList<String>, ArrayList<String>, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, ArrayList<String>, ArrayList<String>) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, Map<String, String>) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, Map<String, String>, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, Map<String, String>, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, Map<String, String>, boolean, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, Map<String, String>) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, Map<String, String>, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, Map<String, String>, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.
executeScript(String, Map<String, String>, boolean, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.
ExecutionConfig - Class in org.apache.sysml.runtime.instructions.gpu.context: Java Wrapper to specify CUDA execution configuration for launching custom kernels
ExecutionConfig(int, int, int) - Constructor for class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig: Convenience constructor for setting the number of blocks, number of threads and the shared memory size
ExecutionConfig(int, int) - Constructor for class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
ExecutionConfig(int, int, int, int) - Constructor for class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
executionContext - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
exp(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
EXPLAIN - Static variable in class org.apache.sysml.api.DMLScript
explain() - Method in class org.apache.sysml.api.jmlc.PreparedScript: Explain the DML/PyDML program and view result as a string.
explain - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
explainLevel - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
ExternalFunctionInvocationInstruction - Class in org.apache.sysml.udf: Class to maintain external function invocation instructions.
ExternalFunctionInvocationInstruction(String, String, String, String) - Constructor for class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
EXTRACT_SAMPLE_ONCE - Static variable in class org.apache.sysml.runtime.compress.estim.SizeEstimatorFactory
extractBitmap(int[], MatrixBlock) - Static method in class org.apache.sysml.runtime.compress.BitmapEncoder: Generate uncompressed bitmaps for a set of columns in an uncompressed matrix block.
extractBitmapFromSample(int[], MatrixBlock, int[]) - Static method in class org.apache.sysml.runtime.compress.BitmapEncoder
extractInputMatrices(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Extracts input variables with MATRIX data type, and stores references to corresponding matrix objects in inputMatrices.
extractOutputMatrices(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Extracts MatrixObject references to output variables, all of which will be of MATRIX data type, and stores them in outputMatrices.
extractValues() - Method in class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap
extractValues() - Method in class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap
extractValues() - Method in class org.apache.sysml.runtime.compress.utils.IntArrayList: Returns the underlying array of offsets.

F

fieldIndex(String) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
FileFormatProperties - Class in org.apache.sysml.runtime.matrix.data
FileFormatProperties() - Constructor for class org.apache.sysml.runtime.matrix.data.FileFormatProperties
FileFormatProperties(FileFormatProperties.FileFormat) - Constructor for class org.apache.sysml.runtime.matrix.data.FileFormatProperties
FileFormatProperties.FileFormat - Enum in org.apache.sysml.runtime.matrix.data
filename - Variable in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
fileOffset - Variable in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
findCocodesByPartitioning(CompressedSizeEstimator, List<Integer>, CompressedSizeInfo[], int, int) - Static method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCoder
findMRInstructions(int) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Search whether or not this MR job contains at least one MR instruction with specified line number parameter
findSmallestFile(JobConf, String) - Static method in class org.apache.sysml.runtime.matrix.CSVReblockMR: Method to find the first (part)file in the order given by fs.listStatus() among all (part)files in inpathPath.
first - Variable in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
FirstIndexPartitioner() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.FirstIndexPartitioner
FirstIndexRangePartitioner() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.FirstIndexRangePartitioner
FirstTwoIndexesPartitioner() - Constructor for class org.apache.sysml.runtime.matrix.data.TripleIndexes.FirstTwoIndexesPartitioner
FORCE_ACCELERATOR - Static variable in class org.apache.sysml.api.DMLScript
Frame - Class in org.apache.sysml.api.mlcontext: Frame encapsulates a SystemML frame.
Frame(FrameObject, SparkExecutionContext) - Constructor for class org.apache.sysml.api.mlcontext.Frame
FrameAppendMSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
FrameAppendMSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.FrameAppendMSPInstruction
FrameAppendRSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
FrameAppendRSPInstruction(Operator, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.FrameAppendRSPInstruction
FrameBlock - Class in org.apache.sysml.runtime.matrix.data
FrameBlock() - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock
FrameBlock(FrameBlock) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock: Copy constructor for frame blocks, which uses a shallow copy for the schema (column types and names) but a deep copy for meta data and actual column data.
FrameBlock(int, Expression.ValueType) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock
FrameBlock(Expression.ValueType[]) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock
FrameBlock(Expression.ValueType[], String[]) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock
FrameBlock(Expression.ValueType[], String[][]) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock
FrameBlock(Expression.ValueType[], String[], String[][]) - Constructor for class org.apache.sysml.runtime.matrix.data.FrameBlock
FrameBlock.ColumnMetadata - Class in org.apache.sysml.runtime.matrix.data
frameBlockToFrameObject(String, FrameBlock, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameBlock to a FrameObject.
FrameFormat - Enum in org.apache.sysml.api.mlcontext: FrameFormat represents the different frame formats supported by the MLContext API.
FrameIndexingSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
FrameIndexingSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, AggBinaryOp.SparkAggType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.FrameIndexingSPInstruction
FrameIndexingSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.FrameIndexingSPInstruction
FrameMetadata - Class in org.apache.sysml.api.mlcontext: Frame 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 frame.
FrameMetadata() - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata
FrameMetadata(String) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on a string representation of a frame schema.
FrameMetadata(FrameFormat) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format.
FrameMetadata(FrameSchema) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame schema.
FrameMetadata(FrameFormat, FrameSchema) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format and frame schema.
FrameMetadata(FrameFormat, FrameSchema, Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format, frame schema, the number of rows, and the number of columns in a frame.
FrameMetadata(FrameFormat, FrameSchema, int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format, frame schema, the number of rows, and the number of columns in a frame.
FrameMetadata(FrameFormat, FrameSchema, Long, Long, Long, Integer, Integer) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format, frame schema, 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 frame.
FrameMetadata(FrameFormat, FrameSchema, int, int, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format, frame schema, 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 frame.
FrameMetadata(FrameFormat, Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format, the number of rows, and the number of columns in a frame.
FrameMetadata(FrameFormat, int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format, the number of rows, and the number of columns in a frame.
FrameMetadata(FrameFormat, Long, Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format, the number of rows, the number of columns, and the number of non-zero values in a frame.
FrameMetadata(FrameFormat, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame format, the number of rows, the number of columns, and the number of non-zero values in a frame.
FrameMetadata(FrameFormat, Long, Long, Long, Integer, Integer) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame 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 frame.
FrameMetadata(FrameFormat, int, int, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on frame 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 frame.
FrameMetadata(Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on the number of rows and the number of columns in a frame.
FrameMetadata(int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on the number of rows and the number of columns in a frame.
FrameMetadata(Long, Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on the number of rows, the number of columns, and the number of non-zero values in a frame.
FrameMetadata(int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on the number of rows, the number of columns, and the number of non-zero values in a frame.
FrameMetadata(Long, Long, Integer, Integer) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata 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 frame.
FrameMetadata(int, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata 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 frame.
FrameMetadata(Long, Long, Long, Integer, Integer) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata 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 frame.
FrameMetadata(int, int, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata 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 frame.
FrameMetadata(MatrixCharacteristics) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on a MatrixCharacteristics object.
FrameMetadata(FrameSchema, MatrixCharacteristics) - Constructor for class org.apache.sysml.api.mlcontext.FrameMetadata: Constructor to create a FrameMetadata object based on the frame schema and a MatrixCharacteristics object.
frameObjectTo2DStringArray(FrameObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a two-dimensional string array.
frameObjectToBinaryBlockFrame(FrameObject, SparkExecutionContext) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a BinaryBlockFrame.
frameObjectToDataFrame(FrameObject, SparkExecutionContext) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a DataFrame.
frameObjectToJavaRDDStringCSV(FrameObject, String) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a JavaRDD<String> in CSV format.
frameObjectToJavaRDDStringIJV(FrameObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a JavaRDD<String> in IJV format.
frameObjectToListStringCSV(FrameObject, String) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a List<String> in CSV format.
frameObjectToListStringIJV(FrameObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a List<String> in IJV format.
frameObjectToRDDStringCSV(FrameObject, String) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a RDD<String> in CSV format.
frameObjectToRDDStringIJV(FrameObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a FrameObject to a RDD<String> in IJV format.
FrameRDDAggregateUtils - Class in org.apache.sysml.runtime.instructions.spark.utils
FrameRDDAggregateUtils() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDAggregateUtils
FrameRDDConverterUtils - Class in org.apache.sysml.runtime.instructions.spark.utils
FrameRDDConverterUtils() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
FrameRDDConverterUtils.LongFrameToLongWritableFrameFunction - Class in org.apache.sysml.runtime.instructions.spark.utils
FrameRDDConverterUtils.LongWritableFrameToLongFrameFunction - Class in org.apache.sysml.runtime.instructions.spark.utils
FrameRDDConverterUtils.LongWritableTextToLongTextFunction - Class in org.apache.sysml.runtime.instructions.spark.utils
FrameRDDConverterUtils.LongWritableToSerFunction - Class in org.apache.sysml.runtime.instructions.spark.utils
FrameSchema - Class in org.apache.sysml.api.mlcontext: The frame schema, stored as a list of ValueType values.
FrameSchema() - Constructor for class org.apache.sysml.api.mlcontext.FrameSchema
FrameSchema(List<Expression.ValueType>) - Constructor for class org.apache.sysml.api.mlcontext.FrameSchema: Constructor that specifies the schema as a list of ValueType values.
FrameSchema(String) - Constructor for class org.apache.sysml.api.mlcontext.FrameSchema: Constructor that specifies the schema as a comma-separated string.
fromIndexedFrameBlock(Pair<Long, FrameBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
fromIndexedFrameBlock(ArrayList<Pair<Long, FrameBlock>>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
fromIndexedMatrixBlock(IndexedMatrixValue) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
fromIndexedMatrixBlock(ArrayList<IndexedMatrixValue>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
fromIndexedMatrixBlockToPair(IndexedMatrixValue) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
fromIndexedMatrixBlockToPair(ArrayList<IndexedMatrixValue>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
FunctionParameter - Class in org.apache.sysml.udf: abstract class to represent all input and output objects for package functions.
FunctionParameter(FunctionParameter.FunctionParameterType) - Constructor for class org.apache.sysml.udf.FunctionParameter: Constructor to set type
FunctionParameter.FunctionParameterType - Enum in org.apache.sysml.udf

G

GatherWrapper - Class in org.apache.sysml.udf.lib: Wrapper class for conversions of bit vectors to condensed position vectors.
GatherWrapper() - Constructor for class org.apache.sysml.udf.lib.GatherWrapper
generateRandomMatrix(MatrixBlock, RandomMatrixGenerator, long[], Well1024a, long) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen: Function to generate a matrix of random numbers.
generateRandomMatrix(MatrixBlock, RandomMatrixGenerator, long[], Well1024a, long, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen: Function to generate a matrix of random numbers.
generateRuntimeProgram() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Create runtime program.
generateSample(MatrixBlock, long, int, boolean, long) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen: Generates a sample of size size from a range of values [1,range].
generateSequence(MatrixBlock, double, double, double) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen: Method to generate a sequence according to the given parameters.
generateUniqueSeedPath(String) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen
genOffsetBitmap(int[], int) - Static method in class org.apache.sysml.runtime.compress.BitmapEncoder: Encodes the bitmap in blocks of offsets.
genRLEBitmap(int[], int) - Static method in class org.apache.sysml.runtime.compress.BitmapEncoder: Encodes the bitmap as a series of run lengths and offsets.
get(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
get(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a serializable object as output
get(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroup: Get the value at a global row/column position.
get(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
get(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
get(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
get(DblArray) - Method in class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap
get(double) - Method in class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap
get(int, int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Gets a boxed object of the value in position (r,c).
get(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get value of matrix cell (r,c).
get(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get values of row r in the format of a sparse row.
get(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
get(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
get(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
get(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
get(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
get(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
get(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
getActiveMLContext() - Static method in class org.apache.sysml.api.mlcontext.MLContext: Retrieve the currently active MLContext.
getActiveMLContext() - Static method in class org.apache.sysml.api.MLContextProxy
getActiveMLContextForAPI() - Static method in class org.apache.sysml.api.MLContextProxy
getAndAddAvailableMemory(long) - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: Gets the available memory and then adds value to it
getArity() - Method in class org.apache.sysml.runtime.instructions.gpu.BuiltinUnaryGPUInstruction
getAs(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getAs(String) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getAvailableMemory() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUContext: Gets device memory available for SystemML operations
getAvailableMemory() - Static method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
getAvailableMemory() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext
getBaseDir() - Method in class org.apache.sysml.udf.PackageFunction
getBaseObject() - Method in class org.apache.sysml.runtime.matrix.data.Tagged
getBasicTypeString(Object) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Obtain the SystemML scalar value type string equivalent of an accepted basic type (Integer, Boolean, Double, String)
getBclens() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getBinaryAccessType(MatrixBlock, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixBincell
getBinaryBlockedRDD(String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getBinaryBlockMatrix(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a BinaryBlockMatrix.
getBinaryBlocks() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Obtain a SystemML binary-block frame as a JavaPairRDD<Long, FrameBlock>
getBinaryBlocks() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Obtain a SystemML binary-block matrix as a JavaPairRDD<MatrixIndexes, MatrixBlock>
getBitmapOffsets() - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
getBitmaps() - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
getBoolean(String) - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the boolean value represented by the given output variable.
getBoolean(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getBoolean(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a boolean output
getBrlens() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getByte(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getCardinalityRatio() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
getChangeInSize() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
getClassName() - Method in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
getClens() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getClosestK(int[], int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils: Obtain the index of the closest element in a to the value x.
getCM_N_COVObject() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
getColGroups() - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Obtain the column groups.
getColIndex(int) - Method in class org.apache.sysml.runtime.compress.ColGroup: Obtain a column index value.
getColIndices() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
getColIndices() - Method in class org.apache.sysml.runtime.compress.ColGroup: Obtain the offsets of the columns in the matrix block that make up the group
getCols() - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
getCols() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
getColsInBlock() - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
getColsPerBlock() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
getColumn(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
getColumnIndex() - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
getColumnIndex() - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
getColumnMetadata() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
getColumnMetadata(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
getColumnName(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Returns the column name for the requested column.
getColumnNameIDMap() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Creates a mapping from column names to column IDs, i.e., 1-based column indexes
getColumnNames() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Returns the column names of the frame block.
getColumnNames(boolean) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Returns the column names of the frame block.
getCompressionStatistics() - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
getCompType() - Method in class org.apache.sysml.runtime.compress.ColGroup: Obtain the compression type.
getCompType() - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
getCompType() - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
getCompType() - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
getCompType() - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
getCompType() - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
getConfigFile() - Method in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
getConfigForSimpleMatrixOperations(int, int) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig: Use this for simple matrix operations and use following in the kernel int ix = blockIdx.x * blockDim.x + threadIdx.x; int iy = blockIdx.y * blockDim.y + threadIdx.y; This tries to schedule as minimum grids as possible.
getConfigForSimpleVectorOperations(int) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig: Use this for simple vector operations and use following in the kernel int index = blockIdx.x * blockDim.x + threadIdx.x This tries to schedule as minimum grids as possible.
getConfiguration() - Method in class org.apache.sysml.udf.PackageFunction: Method to get the configuration file name
getCPType(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
getCurrentRowIndex() - Method in class org.apache.sysml.runtime.compress.ReaderColumnSelection
getCurrentRowIndex() - Method in class org.apache.sysml.runtime.compress.ReaderColumnSelectionDenseSample
getData(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a Data object.
getData(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC: Generic get value for byte-length-agnostic access.
getData(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
getData(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
getData() - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed: Access for superclass
getData() - Method in class org.apache.sysml.runtime.compress.utils.DblArray
getDataFrame(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a DataFrame.
getDataFrame(String, boolean) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a DataFrame of doubles or vectors with an ID column.
getDataFrameDoubleNoIDColumn(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a DataFrame of doubles with no ID column.
getDataFrameDoubleWithIDColumn(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a DataFrame of doubles with an ID column.
getDataFrameRDD(String, JavaSparkContext) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getDataFrameVectorNoIDColumn(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a DataFrame of vectors with no ID column.
getDataFrameVectorWithIDColumn(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a DataFrame of vectors with an ID column.
getDate(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getDDCSize(int, int, int) - Static method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator: Estimates the number of bytes needed to encode this column group in DDC1 or DDC2 format.
getDDCSize() - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeInfo
getDecimal(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getDecodeIterator(int) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
getDecodeIterator(int) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
getDecodeIterator(int) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
getDefaultCuSparseMatrixDescriptor() - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer
getDefaultSchemaForBinaryBlock() - Static method in class org.apache.sysml.api.MLBlock: Deprecated.
getDelim() - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
getDenseBlock() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getDenseVector(MatrixBlock) - Static method in class org.apache.sysml.runtime.compress.utils.ConverterUtils
getDescription() - Method in class org.apache.sysml.runtime.matrix.data.FileFormatProperties
getDF(SparkSession, String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.

Note, the output DataFrame has an additional column ID.
getDF(SQLContext, String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.

Note, the output DataFrame has an additional column ID.
getDF(SparkSession, String, boolean) - Method in class org.apache.sysml.api.MLOutput: Deprecated.

Obtain the DataFrame
getDF(SQLContext, String, boolean) - Method in class org.apache.sysml.api.MLOutput: Deprecated.

Obtain the DataFrame
getDF(SparkSession, String, MatrixCharacteristics) - Method in class org.apache.sysml.api.MLOutput: Deprecated.

This methods improves the performance of MLPipeline wrappers.
getDF(SQLContext, String, MatrixCharacteristics) - Method in class org.apache.sysml.api.MLOutput: Deprecated.

This methods improves the performance of MLPipeline wrappers.
getDimsUnknownFilePrefix() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getDmlProgram() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Obtain the program
getDmlTranslator() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Obtain the translator
getDouble(String) - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the double value represented by the given output variable.
getDouble(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getDouble(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a double output
getEmptyBlockRDD(JavaSparkContext, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
getEstCard() - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeInfo
getEstNnz() - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeInfo
getEstSize() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup: Obtain estimated compressed size of the grouped columns.
getExactSerializedSize() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
getExactSerializedSize() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getExactSizeOnDisk() - Method in class org.apache.sysml.runtime.compress.ColGroup: Returns the exact serialized size of column group.
getExactSizeOnDisk() - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
getExactSizeOnDisk() - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
getExactSizeOnDisk() - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
getExactSizeOnDisk() - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
getExactSizeOnDisk() - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
getExactSizeOnDisk() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: NOTE: The used estimates must be kept consistent with the respective write functions.
getExecutionContext() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Obtain the execution context
getExplainType() - Method in enum org.apache.sysml.api.mlcontext.MLContext.ExplainLevel
getExtendedOpcode() - Method in class org.apache.sysml.runtime.instructions.Instruction
getExtraByPostition(int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
getFileFormat() - Method in class org.apache.sysml.runtime.matrix.data.FileFormatProperties
getFilePath() - Method in class org.apache.sysml.udf.Matrix: Method to get file path for matrix.
getFillValue() - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
getFirstIndex() - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
getFirstIndex() - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
getFloat(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getFormatProperties() - Method in class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction
getFrame(String) - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the frame represented by the given output variable.
getFrame(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a Frame.
getFrameAs2DStringArray(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a two-dimensional String array.
getFrameBinaryBlockedRDD(String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getFrameBlock() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Obtain a SystemML binary-block frame as a FrameBlock
getFrameFormat() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Obtain the frame format
getFrameMetadata() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Obtain the SystemML binary-block frame metadata
getFrameMetadata() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the frame metadata
getFrameObject(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a FrameObject
getFrameSchema() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Obtain the frame schema
getFunctionInput(int) - Method in class org.apache.sysml.udf.PackageFunction: Method to get a specific input to this package function.
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.BinningWrapper
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.CumSumProd
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.DeNaNWrapper: Deprecated.
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.DeNegInfinityWrapper: Deprecated.
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.DynamicProjectMatrixCP
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.DynamicReadMatrixCP
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.DynamicReadMatrixRcCP
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.DynamicWriteMatrixCP: Deprecated.
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.GatherWrapper
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.MultiInputCbind
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.OrderWrapper: Deprecated.
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.PermutationMatrixWrapper: Deprecated.
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.RemoveEmptyRows: Deprecated.
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.RowClassMeet
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.SGDNesterovUpdate
getFunctionOutput(int) - Method in class org.apache.sysml.udf.lib.TimeWrapper
getFunctionOutput(int) - Method in class org.apache.sysml.udf.PackageFunction: Method to get a specific output of this package function.
getGPUContext() - Static method in class org.apache.sysml.runtime.instructions.gpu.context.GPUContext: Singleton Factory method for creation of GPUContext
getGPUInstructionType() - Method in class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
getGPUProperties() - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: Gets the device properties for the active GPU (set with cudaSetDevice())
getGPUProperties(int) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: Gets the device properties
getGPUType(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
getGraphString() - Method in class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
getGraphString() - Method in class org.apache.sysml.runtime.instructions.Instruction
getGraphString() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getGraphString() - Method in class org.apache.sysml.runtime.instructions.spark.SPInstruction
getI() - Method in class org.apache.sysml.runtime.matrix.data.IJV
getInMemorySize() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
getInMemorySize() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getInputInfo() - Method in class org.apache.sysml.runtime.matrix.MatrixFormatMetaData
getInputInfos() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getInputMatrices() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getInputMetadata() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain an unmodifiable map of input matrix/frame metadata.
getInputParameters() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain an unmodifiable map of all input parameters ($).
getInputParams() - Method in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
getInputs() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain an unmodifiable map of all inputs (parameters ($) and variables).
getInputs() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getInputVariables() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the input variable names as an unmodifiable set of strings.
getInputVars() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getInstID() - Method in class org.apache.sysml.runtime.instructions.Instruction: Getter for instruction unique identifier
getInstructionParts(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils: Given an instruction string, strip-off the execution type and return opcode and all input/output operands WITHOUT their data/value type.
getInstructionPartsWithValueType(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils: Given an instruction string, this function strips-off the execution type (CP or MR) and returns the remaining parts, which include the opcode as well as the input and output operands.
getInt(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getInternalProxy() - Method in class org.apache.sysml.api.mlcontext.MLContext: Used internally by MLContextProxy.
getIterator() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get a non-zero iterator over the entire sparse block.
getIterator(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get a non-zero iterator over the partial sparse block [0,ru).
getIterator(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get a non-zero iterator over the subblock [rl, ru).
getIterator() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
getIterator(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
getIterator(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
getIv_aggInstructions() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getIv_instructionsInMapper() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getIv_numReducers() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getIv_otherInstructions() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getIv_randInstructions() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getIv_recordReaderInstructions() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getIv_replication() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getIv_resultIndices() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getIv_shuffleInstructions() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getJ() - Method in class org.apache.sysml.runtime.matrix.data.IJV
getJavaMap(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getJavaRDDStringCSV(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a JavaRDD<String> in CSV format.
getJavaRDDStringIJV(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a JavaRDD<String> in IJV format.
getJavaSparkContext(MLContext) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Obtain the Java Spark Context
getJobType() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getKey() - Method in class org.apache.sysml.runtime.matrix.data.Pair
getLeftGroup() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
getLineNum() - Method in class org.apache.sysml.runtime.instructions.Instruction: Getter for instruction line number
getList(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getLong(String) - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the long value represented by the given output variable.
getLong(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getLong(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a long output
getMap(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getMatchingInputInfo(OutputInfo) - Static method in class org.apache.sysml.runtime.matrix.data.OutputInfo
getMatchingOutputInfo(InputInfo) - Static method in class org.apache.sysml.runtime.matrix.data.InputInfo
getMatrix(String) - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the matrix represented by the given output variable.
getMatrix(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a Matrix.
getMatrixAs2DDoubleArray(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a two-dimensional double array.
getMatrixAsDoubleArray() - Method in class org.apache.sysml.udf.Matrix: Method to get matrix as double array.
getMatrixBlock() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Obtain a SystemML binary-block matrix as a MatrixBlock
getMatrixBlock(String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getMatrixBlock() - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
getMatrixCharacteristics() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Obtain the SystemML binary-block frame characteristics
getMatrixCharacteristics() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Obtain the SystemML binary-block matrix characteristics
getMatrixCharacteristics(String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getMatrixCharacteristics(int) - Method in class org.apache.sysml.runtime.matrix.JobReturn
getMatrixCharacteristics() - Method in class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
getMatrixFormat() - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Obtain the matrix format
getMatrixMetadata() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Obtain the SystemML binary-block matrix metadata
getMatrixMetadata() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix metadata
getMatrixObject(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a MatrixObject
getMatrixObject() - Method in class org.apache.sysml.udf.Matrix
getMaxBlocks() - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: Gets the maximum number of blocks supported by the active cuda device
getMaxColumn() - Method in class org.apache.sysml.runtime.matrix.data.CTableMap
getMaxRow() - Method in class org.apache.sysml.runtime.matrix.data.CTableMap
getMaxSharedMemory() - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: Gets the shared memory per block supported by the active cuda device
getMaxThreadsPerBlock() - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: Gets the maximum number of threads per block for "active" GPU
getMaxValue() - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
getMemoryRequirements() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getMergedIndexes(int[], int[]) - Static method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
getMetaData() - Method in class org.apache.sysml.runtime.matrix.JobReturn
getMetaData(int) - Method in class org.apache.sysml.runtime.matrix.JobReturn
getMinSize() - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeInfo
getMinValue() - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
getMLMatrix(MLContext, SparkSession, String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getMLMatrix(MLContext, SQLContext, String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getMMTSJType() - Method in class org.apache.sysml.runtime.instructions.gpu.MMTSJGPUInstruction: returns left/right depending on the type of MMTSJ instruction
getMRJobInstructionsLineNumbers() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Getter for MRJobInstructionslineNumbers
getMRString(boolean) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Method for displaying MR instructions interspersed with source code ONLY USED IN DEBUG MODE
getMRType(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
getMvValue() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock.ColumnMetadata
getName() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the script name.
getNAStrings() - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
getNonZeros() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
getNonZeros() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getNonZeros() - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
getNonZeros() - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
getNonZeros() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
getNumberOfZero() - Method in class org.apache.sysml.runtime.matrix.data.NumItemsByEachReducerMetaData
getNumColBlocks() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
getNumCols() - Method in class org.apache.sysml.runtime.compress.ColGroup: Obtain the number of columns in this column group.
getNumCols() - Method in class org.apache.sysml.udf.Matrix: Method to get the number of cols in the matrix.
getNumColumns() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Obtain the number of columns
getNumColumns() - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Obtain the number of columns
getNumColumns() - Method in class org.apache.sysml.runtime.compress.UncompressedBitmap
getNumColumns() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
getNumColumns() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Get the number of columns of the frame block, that is the number of columns defined in the schema.
getNumColumns() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getNumColumns() - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
getNumColumns() - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
getNumColumnsPerBlock() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Obtain the number of columns per block
getNumColumnsPerBlock() - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Obtain the number of columns per block
getNumDistinct() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock.ColumnMetadata
getNumFunctionInputs() - Method in class org.apache.sysml.udf.PackageFunction: Method to get the number of inputs to this package function.
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.BinningWrapper
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.CumSumProd
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.DeNaNWrapper: Deprecated.
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.DeNegInfinityWrapper: Deprecated.
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.DynamicProjectMatrixCP
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.DynamicReadMatrixCP
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.DynamicReadMatrixRcCP
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.DynamicWriteMatrixCP: Deprecated.
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.GatherWrapper
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.MultiInputCbind
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.OrderWrapper: Deprecated.
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.PermutationMatrixWrapper: Deprecated.
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.RemoveEmptyRows: Deprecated.
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.RowClassMeet
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.SGDNesterovUpdate
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.lib.TimeWrapper
getNumFunctionOutputs() - Method in class org.apache.sysml.udf.PackageFunction: Method to get the number of outputs of this package function.
getNumItemsArray() - Method in class org.apache.sysml.runtime.matrix.data.NumItemsByEachReducerMetaData
getNumNonZeros() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Obtain the number of non-zero values
getNumNonZeros() - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Obtain the number of non-zero values
getNumOffsets() - Method in class org.apache.sysml.runtime.compress.UncompressedBitmap
getNumOffsets(int) - Method in class org.apache.sysml.runtime.compress.UncompressedBitmap
getNumPreferredPartitions(MatrixCharacteristics, JavaPairRDD<?, ?>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
getNumReplicas(MatrixCharacteristics, MatrixCharacteristics, boolean) - Method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
getNumRowBlocks() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
getNumRows() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Obtain the number of rows
getNumRows() - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Obtain the number of rows
getNumRows() - Method in class org.apache.sysml.runtime.compress.ColGroup
getNumRows() - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator
getNumRows() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
getNumRows() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Get the number of rows of the frame block.
getNumRows() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getNumRows() - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
getNumRows() - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
getNumRows() - Method in class org.apache.sysml.udf.Matrix: Method to get the number of rows in the matrix.
getNumRowsPerBlock() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Obtain the number of rows per block
getNumRowsPerBlock() - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Obtain the number of rows per block
getNumValues() - Method in class org.apache.sysml.runtime.compress.ColGroupValue: Obtain number of distrinct sets of values associated with the bitmaps in this column group.
getNumValues() - Method in class org.apache.sysml.runtime.compress.UncompressedBitmap: Obtain number of distinct values in the column.
getObject() - Method in class org.apache.sysml.udf.BinaryObject: Method to retrieve object.
getObjectRowIterator() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Get a row iterator over the frame where all fields are encoded as boxed objects according to their value types.
getObjectRowIterator(int, int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Get a row iterator over the frame where all fields are encoded as boxed objects according to their value types.
getOffsetsList(int) - Method in class org.apache.sysml.runtime.compress.UncompressedBitmap
getOLESize(int, float, int, int) - Static method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator: Estimates the number of bytes needed to encode this column group in OLE format.
getOLESize() - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeInfo
getOpcode() - Method in class org.apache.sysml.runtime.instructions.Instruction
getOpCode(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
getOptChangeInSize() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningMemoTable
getOrCreate(PlanningCoCodingGroup, PlanningCoCodingGroup, CompressedSizeEstimator, int) - Method in class org.apache.sysml.runtime.compress.cocode.PlanningMemoTable
getOtherValue() - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
getOutputInfo() - Method in class org.apache.sysml.runtime.matrix.MatrixFormatMetaData
getOutputInfos() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getOutputMatrices() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getOutputParams() - Method in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
getOutputs() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getOutputVariableName() - Method in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
getOutputVariables() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the output variable names as an unmodifiable set of strings.
getOutputVars() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getParams() - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction
getPartialBlock() - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
getPartition(TaggedFirstSecondIndexes, Writable, int) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.FirstIndexPartitioner
getPartition(TaggedFirstSecondIndexes, Writable, int) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.FirstIndexRangePartitioner
getPartition(TaggedFirstSecondIndexes, MatrixValue, int) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.TagPartitioner
getPartition(TripleIndexes, TaggedMatrixValue, int) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes.FirstTwoIndexesPartitioner
getPartitioned() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getPartitionOfZero() - Method in class org.apache.sysml.runtime.matrix.data.NumItemsByEachReducerMetaData
getPformats() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getPrefixFromSparkDebugInfo(String) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
getPsizes() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getRDDStringCSV(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a RDD<String> in CSV format.
getRDDStringIJV(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a RDD<String> in IJV format.
getRecodeMap(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: This function will split every Recode map in the column using delimiter Lop.DATATYPE_PREFIX, as Recode map generated earlier in the form of Code+Lop.DATATYPE_PREFIX+Token and store it in a map which contains token and code for every unique tokens.
getRecordWriter(FileSystem, JobConf, String, Progressable) - Method in class org.apache.sysml.runtime.matrix.data.UnPaddedOutputFormat
getResults() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the results of the script execution.
getRightGroup() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
getRlens() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getRLESize(int, int, int) - Static method in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator: Estimates the number of bytes needed to encode this column group in RLE encoding format.
getRLESize() - Method in class org.apache.sysml.runtime.compress.estim.CompressedSizeInfo
getRowIndex() - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
getRowIndex() - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
getRows() - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
getRows() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR: Helper function for MCSR -> {COO, CSR}
getRows() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
getRowsInBlock() - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
getRowsPerBlock() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
getRuntimeProgram() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Obtain the runtime program
getScalarObject(String) - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the ScalarObject represented by the given output variable.
getScalarObject(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain an output as a Scalar object.
getScalarType() - Method in class org.apache.sysml.udf.Scalar: Method to get type of scalar.
getSchema() - Method in class org.apache.sysml.api.mlcontext.FrameSchema: Obtain the frame schema
getSchema() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Returns the schema of the frame block.
getSchemaAsString() - Method in class org.apache.sysml.api.mlcontext.FrameSchema: Obtain the schema as a comma-separated string
getScript() - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain the Script object associated with these results.
getScript() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Obtain the Script object associated with this ScriptExecutor
getScriptByName(String) - Method in class org.apache.sysml.api.mlcontext.MLContext: Obtain a script that has executed by name.
getScriptExecutionString() - Method in class org.apache.sysml.api.mlcontext.Script: Generate the script execution string, which adds read/load/write/save statements to the beginning and end of the script to execute.
getScriptExecutor() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the script executor used by this Script.
getScripts() - Method in class org.apache.sysml.api.mlcontext.MLContext: Obtain a map of the scripts that have executed.
getScriptString() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the script string.
getScriptType() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the script type.
getSecondIndex() - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
getSecondIndex() - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
getSeq(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getShort(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getSizeEstimator(MatrixBlock, int) - Static method in class org.apache.sysml.runtime.compress.estim.SizeEstimatorFactory
getSizeOnDevice() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
getSparkContext() - Method in class org.apache.sysml.api.MLContext: Deprecated.
getSparkContext() - Method in class org.apache.sysml.api.mlcontext.MLContext: Obtain the SparkContext associated with this MLContext.
getSparkContext(MLContext) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Obtain the Spark Context
getSparseBlock() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getSparseBlockIterator() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getSparseBlockIterator(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getSparseMatrixCudaPointer() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Convenience method to directly examine the Sparse matrix on GPU
getSparsity() - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
getSPInstructionType() - Method in class org.apache.sysml.runtime.instructions.spark.SPInstruction
getSPType(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
getStartLineFromSparkDebugInfo(String) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
getStats() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningMemoTable
getString(String) - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the string value represented by the given output variable.
getString(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getString(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a String output
getString(byte[]) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
getStringFrameRDD(String, String, CSVFileFormatProperties) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getStringRDD(String, String) - Method in class org.apache.sysml.api.MLOutput: Deprecated.
getStringRowIterator() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Get a row iterator over the frame where all fields are encoded as strings independent of their value types.
getStringRowIterator(int, int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Get a row iterator over the frame where all fields are encoded as strings independent of their value types.
getStruct(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getSymbolTable() - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain the symbol table, which is essentially a Map<String, Data> representing variables and their values as SystemML representations.
getSymbolTable() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the symbol table, which is essentially a HashMap<String, Data> representing variables and their values.
getTag() - Method in class org.apache.sysml.runtime.matrix.data.Tagged
getTag() - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
getThirdIndex() - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
getThirdIndex() - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
getTimestamp(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getTuple(String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getTuple(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String) - Method in class org.apache.sysml.api.mlcontext.MLResults: Obtain a Scala tuple.
getType() - Method in class org.apache.sysml.runtime.instructions.Instruction
getType() - Method in class org.apache.sysml.udf.FunctionParameter: Method to get type
getUncompressedColBlock(ColGroup) - Static method in class org.apache.sysml.runtime.compress.utils.ConverterUtils
getUUID() - Static method in class org.apache.sysml.api.DMLScript
getV() - Method in class org.apache.sysml.runtime.matrix.data.IJV
getValue(int, int) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
getValue(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getValue() - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
getValue(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
getValue(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
getValue() - Method in class org.apache.sysml.runtime.matrix.data.Pair
getValue() - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
getValue() - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
getValue() - Method in class org.apache.sysml.udf.Scalar: Method to get value for scalar.
getValueDenseUnsafe(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getValues() - Method in class org.apache.sysml.runtime.compress.ColGroupValue
getValues() - Method in class org.apache.sysml.runtime.compress.UncompressedBitmap: Get all values without unnecessary allocations and copies.
getValues(int) - Method in class org.apache.sysml.runtime.compress.UncompressedBitmap: Obtain tuple of column values associated with index.
getValuesMap(Seq<String>) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
getValueSparseUnsafe(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
getValueType() - Method in class org.apache.sysml.udf.Matrix: Method to get value type for this matrix.
getVariableNames() - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the output variable names held by this ResultVariables object.
getWarpSize() - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext: Gets the warp size supported by the active cuda device
getWeight() - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
globalDataFlowOptimization() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Optimize the program.
GMR - Class in org.apache.sysml.runtime.matrix
GPU_INST_PREFIX - Static variable in class org.apache.sysml.runtime.instructions.Instruction
GPU_MEMORY_UTILIZATION_FACTOR - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext
GPUContext - Class in org.apache.sysml.runtime.instructions.gpu.context
GPUContext() - Constructor for class org.apache.sysml.runtime.instructions.gpu.context.GPUContext
GPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
GPUInstruction(String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
GPUInstruction(Operator, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
GPUInstruction.GPUINSTRUCTION_TYPE - Enum in org.apache.sysml.runtime.instructions.gpu
GPUInstructionParser - Class in org.apache.sysml.runtime.instructions
GPUInstructionParser() - Constructor for class org.apache.sysml.runtime.instructions.GPUInstructionParser
GPUObject - Class in org.apache.sysml.runtime.instructions.gpu.context
GPUObject(MatrixObject) - Constructor for class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
GPUObject.EvictionPolicy - Enum in org.apache.sysml.runtime.instructions.gpu.context
gridDimX - Variable in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
gridDimY - Variable in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
gridDimZ - Variable in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
GroupableColInfo(double, long) - Constructor for class org.apache.sysml.runtime.compress.cocode.PlanningCoCoder.GroupableColInfo
GroupedAggMR - Class in org.apache.sysml.runtime.matrix
groupedAggOperations(MatrixValue, MatrixValue, MatrixValue, int, Operator) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
groupedAggOperations(MatrixValue, MatrixValue, MatrixValue, int, Operator, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
groupedAggOperations(MatrixValue, MatrixValue, MatrixValue, int, Operator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Invocation from CP instructions.
groupedAggOperations(MatrixValue, MatrixValue, MatrixValue, int, Operator, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
groupedAggregate(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, int, Operator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
groupedAggregate(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, int, Operator, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg

H

H - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
HAAS_AND_STOKES_ALPHA1 - Static variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
HAAS_AND_STOKES_ALPHA2 - Static variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
HAAS_AND_STOKES_UJ2A_C - Static variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
HAAS_AND_STOKES_UJ2A_CUT2 - Static variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
HAAS_AND_STOKES_UJ2A_SOLVE - Static variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
hashCode() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup.ColIndexes
hashCode() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
hashCode() - Method in class org.apache.sysml.runtime.compress.utils.DblArray
hashCode() - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue.CellIndex
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.Tagged
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
hashCode() - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
hashCode() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
hashCode() - Method in class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
hashCode() - Method in class org.apache.sysml.runtime.matrix.MetaData
hasHeader() - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
hasIDColumn() - Method in enum org.apache.sysml.api.mlcontext.FrameFormat
hasIDColumn() - Method in enum org.apache.sysml.api.mlcontext.MatrixFormat: Does the DataFrame have a row index?
hasNext() - Method in class org.apache.sysml.runtime.compress.BitmapDecoderOLE
hasNext() - Method in class org.apache.sysml.runtime.compress.BitmapDecoderRLE
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.AddDummyWeightConverter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToBinaryCellConverter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToRowBlockConverter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToTextCellConverter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.BinaryCellToRowBlockConverter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.BinaryCellToTextConverter
hasNext() - Method in interface org.apache.sysml.runtime.matrix.data.Converter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.IdenticalConverter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.TextCellToRowBlockConverter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.TextToBinaryCellConverter
hasNext() - Method in class org.apache.sysml.runtime.matrix.data.WeightedCellToSortInputConverter
hasZeros() - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
HEADER_SIZE - Static variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
hiddenFileFilter - Static variable in class org.apache.sysml.runtime.matrix.CSVReblockMR
history() - Method in class org.apache.sysml.api.mlcontext.MLContext: Display the history of scripts that have executed.

I

IdenticalConverter - Class in org.apache.sysml.runtime.matrix.data
IdenticalConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.IdenticalConverter
IJV - Class in org.apache.sysml.runtime.matrix.data: Helper class for external key/value exchange.
IJV() - Constructor for class org.apache.sysml.runtime.matrix.data.IJV
in(Map<String, Object>) - Method in class org.apache.sysml.api.mlcontext.Script: Pass a map of inputs to the script.
in(Map<String, ?>) - Method in class org.apache.sysml.api.mlcontext.Script: Pass a Scala Map of inputs to the script.
in(Seq<Object>) - Method in class org.apache.sysml.api.mlcontext.Script: Pass a Scala Seq of inputs to the script.
in(String, Object) - Method in class org.apache.sysml.api.mlcontext.Script: Register an input (parameter ($) or variable).
in(String, Object, Metadata) - Method in class org.apache.sysml.api.mlcontext.Script: Register an input (parameter ($) or variable) with optional matrix metadata.
incrementalAggregate(AggregateOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
incrementalAggregate(AggregateOperator, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
incrementalAggregate(AggregateOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
incrementalAggregate(AggregateOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
incrementalAggregate(AggregateOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
incrementalAggregate(AggregateOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
incrementalAggregate(AggregateOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
incrementalAggregate(AggregateOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
incrementalAggregate(AggregateOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
incrementalAggregate(AggregateOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
incrementalAggregate(AggregateOperator, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
incrementalAggregate(AggregateOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
incrementalAggregation(MatrixValue, MatrixValue, MatrixValue, AggregateOperator, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
incrStats(int, int, int) - Method in class org.apache.sysml.runtime.compress.cocode.PlanningMemoTable
IndexComparator(boolean) - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.RDDSortUtils.IndexComparator
indexes - Variable in class org.apache.sysml.api.MLBlock: Deprecated.
indexes(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get the sorted array of column indexes of all non-zero entries in row r.
indexes(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
indexes() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO: Get raw access to underlying array of column indices For use in GPU code
indexes(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
indexes() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Get raw access to underlying array of column indices For use in GPU code
indexes(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
indexes() - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
indexInBlock - Variable in class org.apache.sysml.runtime.matrix.CSVReblockMR.BlockRow
IndexingSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
IndexingSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, AggBinaryOp.SparkAggType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.IndexingSPInstruction
IndexingSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.IndexingSPInstruction
info() - Method in class org.apache.sysml.api.mlcontext.MLContext: Obtain information about the project such as version and build time from the manifest in the SystemML jar file.
info() - Method in class org.apache.sysml.api.mlcontext.Script: Display information about the script as a String.
init - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
init(double[][], int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: NOTE: This method is designed only for dense representation.
init(double[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: NOTE: This method is designed only for dense representation.
init(String, int, int, int, int, double, double, double) - Method in class org.apache.sysml.runtime.matrix.data.RandomMatrixGenerator
init(String, int, int, int, int, double, double, double, double) - Method in class org.apache.sysml.runtime.matrix.data.RandomMatrixGenerator
INIT_CAPACITY - Static variable in class org.apache.sysml.runtime.matrix.data.SparseBlock
initHadoopExecution(DMLConfig) - Static method in class org.apache.sysml.api.DMLScript
initialCapacity - Static variable in class org.apache.sysml.runtime.matrix.data.SparseRow
initializeCachingAndScratchSpace() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Check security, create scratch space, cleanup working directories, initialize caching, and reset statistics.
inmemoryIndexing(JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics, MatrixCharacteristics, IndexRange) - Static method in class org.apache.sysml.runtime.instructions.spark.MatrixIndexingSPInstruction
InnerReducer() - Constructor for class org.apache.sysml.runtime.matrix.CombineMR.InnerReducer
input1 - Variable in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
input2 - Variable in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
input3 - Variable in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
inputFormatClass - Variable in class org.apache.sysml.runtime.matrix.data.InputInfo
InputInfo - Class in org.apache.sysml.runtime.matrix.data
InputInfo(Class<? extends InputFormat>, Class<? extends Writable>, Class<? extends Writable>) - Constructor for class org.apache.sysml.runtime.matrix.data.InputInfo
InputInfoForSort - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
InputInfoForSortOutput - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
inputInfoToString(InputInfo) - Static method in class org.apache.sysml.runtime.matrix.data.InputInfo
inputKeyClass - Variable in class org.apache.sysml.runtime.matrix.data.InputInfo
inputParams - Variable in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
inputValueClass - Variable in class org.apache.sysml.runtime.matrix.data.InputInfo
instOpcode - Variable in class org.apache.sysml.runtime.instructions.Instruction
Instruction - Class in org.apache.sysml.runtime.instructions
Instruction() - Constructor for class org.apache.sysml.runtime.instructions.Instruction
Instruction.INSTRUCTION_TYPE - Enum in org.apache.sysml.runtime.instructions
INSTRUCTION_DELIM - Static variable in class org.apache.sysml.runtime.instructions.Instruction
InstructionParser - Class in org.apache.sysml.runtime.instructions
InstructionParser() - Constructor for class org.apache.sysml.runtime.instructions.InstructionParser
InstructionUtils - Class in org.apache.sysml.runtime.instructions
InstructionUtils() - Constructor for class org.apache.sysml.runtime.instructions.InstructionUtils
instString - Variable in class org.apache.sysml.runtime.instructions.Instruction
IntArrayList - Class in org.apache.sysml.runtime.compress.utils: This class provides a memory-efficient replacement for ArrayList<Integer> for restricted use cases.
IntArrayList() - Constructor for class org.apache.sysml.runtime.compress.utils.IntArrayList
integerDivision(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
InternalProxy() - Constructor for class org.apache.sysml.api.mlcontext.MLContext.InternalProxy
interQuartileMean() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
interQuartileMeanOLD() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Computes the weighted interQuartileMean.
INVESTIGATE_ESTIMATES - Static variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
isActive() - Static method in class org.apache.sysml.api.MLContextProxy
isActiveAM() - Static method in class org.apache.sysml.api.DMLScript
isAligned(SparseBlock) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Indicates if all non-zero values are aligned with the given second sparse block instance, which can be exploited for more efficient operations.
isAligned(int, SparseBlock) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Indicates if all non-zero values of row r are aligned with the same row of the given second sparse block instance, which can be exploited for more efficient operations.
isAllocated() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
isAllocated() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
isAllocated() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
isBasicType(Object) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Is the object one of the supported basic data types? (Integer, Boolean, Double, String)
isBlocked() - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
isBuiltinFunction(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
isColNameDefault(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
isColNamesDefault() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
isColumnMetadataDefault() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
isColumnMetadataDefault(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
isCompareOperator(BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This will return if uaggOp is of type RowIndexMin
isComplexType(Object) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Is the object one of the supported complex data types? (JavaRDD, RDD, DataFrame, BinaryBlockMatrix, Matrix, double[][], MatrixBlock, URL)
isCompressed() - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Obtain whether this block is in compressed form or not.
isContiguous() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Indicates if the underlying data structures returned by values and indexes are contiguous arrays, which can be exploited for more efficient operations.
isContiguous() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
isContiguous() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
isContiguous() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
isCSVLineAllNumbers(String) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: If no metadata is supplied for an RDD or JavaRDD, this method can be used to determine whether the data appears to be matrix (or a frame)
isDataFrameWithIDColumn(MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Return whether or not the DataFrame has an ID column.
isDataFrameWithIDColumn(FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Return whether or not the DataFrame has an ID column.
isDeviceCopyModified - Variable in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
isDiag() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
isDistQuaternaryOpcode(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
isDistributedCacheUsed(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils: Evaluates if at least one instruction of the given instruction set used the distributed cache; this call can also be used for individual instructions.
isDML() - Method in class org.apache.sysml.api.mlcontext.Script: Is the script type DML?
isDML() - Method in enum org.apache.sysml.api.mlcontext.ScriptType: Is the script type DML?
isEmpty() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
isEmpty() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
isEmpty() - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
isEmpty() - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
isEmpty(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get information if row r is empty, i.e., does not contain non-zero values.
isEmpty(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
isEmpty(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
isEmpty(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
isEmpty() - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
isEmptyBlock(boolean) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
isEmptyBlock() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
isEmptyBlock(boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
isExplain() - Method in class org.apache.sysml.api.mlcontext.MLContext: Whether or not an explanation of the DML/PYDML program should be output to standard output.
isFill() - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
isGPUContextCreated - Static variable in class org.apache.sysml.runtime.instructions.gpu.context.GPUContext
isHashPartitioned(JavaPairRDD<?, ?>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils: Indicates if the input RDD is hash partitioned, i.e., it has a partitioner of type org.apache.spark.HashPartitioner.
isInputMatrixBlock() - Method in class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction
isInSparseFormat - Variable in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
isInSparseFormat() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
isInSparseFormat() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
isInSparseFormat(MatrixObject) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA
isInSparseFormat() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Returns the current representation (true for sparse).
isInSparseFormat() - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
isInSparseFormat() - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
isMaintainSymbolTable() - Method in class org.apache.sysml.api.mlcontext.MLContext: Obtain whether or not all values should be maintained in the symbol table after execution.
isMaintainSymbolTable() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Obtain whether or not all values should be maintained in the symbol table after execution.
isMapOnly() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
isMergableMRJobInstruction(MRJobInstruction) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
isMultiBlockLookup(JavaPairRDD<?, ?>, MatrixCharacteristics, MatrixCharacteristics, IndexRange) - Static method in class org.apache.sysml.runtime.instructions.spark.MatrixIndexingSPInstruction: Indicates if the given index range and input matrix exhibit the following properties: (1) existing hash partitioner, (2) out-of-core input matrix (larger than aggregated memory), (3) aligned indexing range (which does not required aggregation), and (4) the output fits twice in memory (in order to collect the result).
isNullAt(int) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
isOutputThreadSafe() - Method in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
isPYDML() - Method in class org.apache.sysml.api.mlcontext.Script: Is the script type PYDML?
isPYDML() - Method in enum org.apache.sysml.api.mlcontext.ScriptType: Is the script type PYDML?
isRowIndexMax(AggregateUnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This will return if uaggOp is of type RowIndexMax
isRowIndexMin(AggregateUnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This will return if uaggOp is of type RowIndexMin
isShallowSerialize() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
isShallowSerialize() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
isShortcutRandOperation(double, double, double, String) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen
isSingleBlockLookup(MatrixCharacteristics, IndexRange) - Static method in class org.apache.sysml.runtime.instructions.spark.MatrixIndexingSPInstruction: Indicates if the given index range only covers a single blocks of the inputs matrix.
isSingleUncompressedGroup() - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
isSparkVersionSupported(String) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Determine whether the Spark version is supported.
isSparse() - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
isSparseAndEmpty() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: If this JCudaObject is sparse and empty Being allocated is a prerequisite to being sparse and empty.
isSparseSafeDivide(BinaryOperator, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixBincell
isStatistics() - Method in class org.apache.sysml.api.mlcontext.MLContext: Whether or not statistics of the DML/PYDML program execution should be output to standard output.
isSupportedMatrixMatrixOperation(String) - Static method in class org.apache.sysml.runtime.matrix.data.LibCommonsMath
isSupportedMultiReturnOperation(String) - Static method in class org.apache.sysml.runtime.matrix.data.LibCommonsMath
isSupportedReorgOperator(ReorgOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
isSupportedUaggOp(AggregateUnaryOperator, BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg
isSupportedUnaryAggregateOperator(AggregateUnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
isSupportedUnaryOperation(String) - Static method in class org.apache.sysml.runtime.matrix.data.LibCommonsMath
isSupportedUnaryOperator(UnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg
isThreadSafe() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Indicates if concurrent modifications of disjoint rows are thread-safe.
isThreadSafe(boolean) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Indicates if concurrent modifications of disjoint rows are thread-safe.
isThreadSafe() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Indicates if the underlying implementation allows thread-safe row updates if concurrent threads update disjoint rows.
isThreadSafe() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
isThreadSafe() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
isThreadSafe() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
isUltraSparse(int, int) - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Check for ultra sparsity
isUltraSparse() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
isValidDimensionsBinary(MatrixBlock, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixBincell
isVector() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
isVectorBased() - Method in enum org.apache.sysml.api.mlcontext.MatrixFormat: Is the matrix format vector-based?
isVectorBasedDataFrame(MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Return whether or not the DataFrame is vector-based.
isZero(double[]) - Static method in class org.apache.sysml.runtime.compress.utils.DblArray
isZero(DblArray) - Static method in class org.apache.sysml.runtime.compress.utils.DblArray

J

javaRDDStringCSVToFrameObject(String, JavaRDD<String>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaRDD<String> in CSV format to a FrameObject
javaRDDStringCSVToFrameObject(String, JavaRDD<String>, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaRDD<String> in CSV format to a FrameObject
javaRDDStringCSVToMatrixObject(String, JavaRDD<String>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaRDD<String> in CSV format to a MatrixObject
javaRDDStringCSVToMatrixObject(String, JavaRDD<String>, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaRDD<String> in CSV format to a MatrixObject
javaRDDStringIJVToFrameObject(String, JavaRDD<String>, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaRDD<String> in IJV format to a FrameObject .
javaRDDStringIJVToMatrixObject(String, JavaRDD<String>, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a JavaRDD<String> in IJV format to a MatrixObject .
JCudaContext - Class in org.apache.sysml.runtime.instructions.gpu.context: Setup: 1.
JCudaContext() - Constructor for class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext
jcudaDenseMatrixPtr - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Pointer to dense matrix
JCudaKernels - Class in org.apache.sysml.runtime.instructions.gpu.context: Utility class that allows LibMatrixCUDA as well as JCudaObject to invoke custom CUDA kernels.
JCudaKernels() - Constructor for class org.apache.sysml.runtime.instructions.gpu.context.JCudaKernels: Loads the kernels in the file ptxFileName.
JCudaObject - Class in org.apache.sysml.runtime.instructions.gpu.context: Handle to a matrix block on the GPU
JCudaObject.CSRPointer - Class in org.apache.sysml.runtime.instructions.gpu.context: Compressed Sparse Row (CSR) format for CUDA Generalized matrix multiply is implemented for CSR format in the cuSparse library among other operations
jcudaSparseMatrixPtr - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Pointer to sparse matrix
JMLCUtils - Class in org.apache.sysml.api.jmlc: Utility class containing static methods for working with JMLC.
JMLCUtils() - Constructor for class org.apache.sysml.api.jmlc.JMLCUtils
JobReturn - Class in org.apache.sysml.runtime.matrix
JobReturn() - Constructor for class org.apache.sysml.runtime.matrix.JobReturn
JobReturn(MatrixCharacteristics[], boolean) - Constructor for class org.apache.sysml.runtime.matrix.JobReturn
JobReturn(MatrixCharacteristics[], OutputInfo[], boolean) - Constructor for class org.apache.sysml.runtime.matrix.JobReturn
JobReturn(MatrixCharacteristics, OutputInfo, boolean) - Constructor for class org.apache.sysml.runtime.matrix.JobReturn
JobReturn(MatrixCharacteristics, long[], int, long, boolean) - Constructor for class org.apache.sysml.runtime.matrix.JobReturn

K

K - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
kernels - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA
key - Variable in class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap.DArrayIListEntry
key - Variable in class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap.DIListEntry

L

launchKernel(String, ExecutionConfig, Object...) - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaKernels: Setups the kernel parameters and launches the kernel using cuLaunchKernel API.
leftIndexingOperations(MatrixBlock, int, int, int, int, MatrixBlock, MatrixObject.UpdateType) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
leftIndexingOperations(ScalarObject, int, int, MatrixBlock, MatrixObject.UpdateType) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
leftIndexingOperations(FrameBlock, IndexRange, FrameBlock) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
leftIndexingOperations(FrameBlock, int, int, int, int, FrameBlock) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
leftIndexingOperations(MatrixBlock, IndexRange, MatrixBlock, MatrixObject.UpdateType) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
leftIndexingOperations(MatrixBlock, int, int, int, int, MatrixBlock, MatrixObject.UpdateType) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Method to perform leftIndexing operation for a given lower and upper bounds in row and column dimensions.
leftIndexingOperations(ScalarObject, int, int, MatrixBlock, MatrixObject.UpdateType) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Explicitly allow left indexing for scalars.
leftMultByRowVector(MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroup: Multiply the slice of the matrix that this column group represents by a row vector on the left (the original column vector is assumed to be transposed already i.e.
leftMultByRowVector(MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
leftMultByRowVector(MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
leftMultByRowVector(MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
leftMultByRowVector(MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
leftMultByRowVector(MatrixBlock, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
leftMultByRowVector(MatrixBlock, MatrixBlock, int) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
len(int) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
length() - Method in class org.apache.sysml.api.MLBlock: Deprecated.
LibCommonsMath - Class in org.apache.sysml.runtime.matrix.data: Library for matrix operations that need invocation of Apache Commons Math library.
LibMatrixAgg - Class in org.apache.sysml.runtime.matrix.data: MB: Library for matrix aggregations including ak+, uak+ for all combinations of dense and sparse representations, and corrections.
LibMatrixBincell - Class in org.apache.sysml.runtime.matrix.data: MB: Library for binary cellwise operations (incl arithmetic, relational, etc).
LibMatrixBincell.BinaryAccessType - Enum in org.apache.sysml.runtime.matrix.data
LibMatrixCUDA - Class in org.apache.sysml.runtime.matrix.data
LibMatrixCUDA() - Constructor for class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA
LibMatrixDatagen - Class in org.apache.sysml.runtime.matrix.data
LibMatrixDNN - Class in org.apache.sysml.runtime.matrix.data: This class allows users to invoke deep learning related operations (such as conv2d, conv2d_backward_data, conv2d_backward_filter, maxpooling, maxpooling_backward, bias_add) using multiple threads.
LibMatrixDNN() - Constructor for class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
LibMatrixMult - Class in org.apache.sysml.runtime.matrix.data: MB: Library for matrix multiplications including MM, MV, VV for all combinations of dense, sparse, ultrasparse representations and special operations such as transpose-self matrix multiplication.
LibMatrixOuterAgg - Class in org.apache.sysml.runtime.matrix.data: ACS: Purpose of this library is to make some of the unary outer aggregate operator more efficient.
LibMatrixReorg - Class in org.apache.sysml.runtime.matrix.data: MB: Library for selected matrix reorg operations including special cases and all combinations of dense and sparse representations.
LinearAlgebraUtils - Class in org.apache.sysml.runtime.compress.utils: Various low-level primitives for compressed matrix blocks, some of which were copied from LibMatrixMult.
LinearAlgebraUtils() - Constructor for class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
LITERAL_PREFIX - Static variable in class org.apache.sysml.runtime.instructions.Instruction
liveVariableAnalysis() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Liveness analysis is performed on the program, obtaining sets of live-in and live-out variables by forward and backward passes over the program.
log - Static variable in class org.apache.sysml.api.mlcontext.MLContext: Logger for MLContext
LOG - Static variable in class org.apache.sysml.runtime.instructions.Instruction
LOG - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
LongFrameToLongWritableFrameFunction() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils.LongFrameToLongWritableFrameFunction
LongWritableFrameToLongFrameFunction() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils.LongWritableFrameToLongFrameFunction
LongWritableTextToLongTextFunction() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils.LongWritableTextToLongTextFunction
LongWritableToSerFunction() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils.LongWritableToSerFunction
LOW_LEVEL_OPT - Static variable in class org.apache.sysml.runtime.compress.ColGroupValue
lowerCase() - Method in enum org.apache.sysml.api.mlcontext.ScriptType: Obtain script type as a lowercase string ("dml" or "pydml").

M

main(String[]) - Static method in class org.apache.sysml.api.DMLScript: Default DML script invocation (e.g., via 'hadoop jar SystemML.jar -f Test.dml')
main(String[]) - Static method in class org.apache.sysml.api.mlcontext.MLContextExample
main(String[]) - Static method in class org.apache.sysml.api.mlcontext.MLContextExample2
maintainSymbolTable - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
map(LongWritable, Text, OutputCollector<Writable, Writable>, Reporter) - Method in class org.apache.sysml.runtime.matrix.CleanupMR.CleanupMapper
MapmmChainSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MapmmChainSPInstruction(Operator, CPOperand, CPOperand, CPOperand, MapMultChain.ChainType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MapmmChainSPInstruction
MapmmChainSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, MapMultChain.ChainType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MapmmChainSPInstruction
MapmmSPInstruction - Class in org.apache.sysml.runtime.instructions.spark: TODO: we need to reason about multiple broadcast variables for chains of mapmults (sum of operations until cleanup)
MapmmSPInstruction(Operator, CPOperand, CPOperand, CPOperand, MapMult.CacheType, boolean, AggBinaryOp.SparkAggType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MapmmSPInstruction
mat - Variable in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
matchar - Variable in class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
MATERIALIZE_ZEROS - Static variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
matmult(ExecutionContext, MatrixObject, MatrixObject, String, boolean, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Matrix multiply on GPU Examines sparsity and shapes and routes call to appropriate method from cuBLAS or cuSparse C = op(A) x op(B)
matmultTSMM(ExecutionContext, MatrixObject, String, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Performs tsmm, A %*% A' or A' %*% A, on GPU by exploiting cublasDsyrk(...)
Matrix - Class in org.apache.sysml.api.mlcontext: Matrix encapsulates a SystemML matrix.
Matrix(MatrixObject, SparkExecutionContext) - Constructor for class org.apache.sysml.api.mlcontext.Matrix
Matrix - Class in org.apache.sysml.udf: Class to represent the matrix input type
Matrix(long, long, Matrix.ValueType) - Constructor for class org.apache.sysml.udf.Matrix: This constructor invokes Matrix(String path, long rows, long cols, ValueType vType) with a default filename of ExternalFunctionProgramBlockCP and hence, should only be used by CP external functions.
Matrix(String, long, long, Matrix.ValueType) - Constructor for class org.apache.sysml.udf.Matrix: Constructor that takes matrix file path, num rows, num cols, and matrix value type as parameters.
Matrix.ValueType - Enum in org.apache.sysml.udf
MatrixAppendMSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixAppendMSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixAppendMSPInstruction
MatrixAppendRSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixAppendRSPInstruction(Operator, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixAppendRSPInstruction
MatrixBlock - Class in org.apache.sysml.runtime.matrix.data
MatrixBlock() - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock
MatrixBlock(int, int, boolean) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock
MatrixBlock(int, int, long) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock
MatrixBlock(int, int, boolean, long) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock
MatrixBlock(MatrixBlock) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock
MatrixBlock(int, int, long, SparseBlock) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock: Constructs a sparse MatrixBlock with a given instance of a SparseBlock
MatrixBlock(MatrixBlock, SparseBlock.Type, boolean) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock
MatrixBlock.BlockType - Enum in org.apache.sysml.runtime.matrix.data
MatrixBlock.SparsityEstimate - Class in org.apache.sysml.runtime.matrix.data
MatrixBlockDataInput - Interface in org.apache.sysml.runtime.matrix.data: Any data input that is intended to support fast deserialization / read of entire blocks should implement this interface.
MatrixBlockDataOutput - Interface in org.apache.sysml.runtime.matrix.data: Any data output that is intended to support fast serialization / write of entire blocks should implement this interface.
matrixBlockToBinaryBlock(JavaSparkContext, JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
matrixBlockToBinaryBlockLongIndex(JavaSparkContext, JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
matrixBlockToMatrixObject(String, MatrixBlock, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixBlock to a MatrixObject.
MatrixBuiltinGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
MatrixBuiltinGPUInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.MatrixBuiltinGPUInstruction
MatrixBuiltinSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixBuiltinSPInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixBuiltinSPInstruction
MatrixBVectorArithmeticSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixBVectorArithmeticSPInstruction(Operator, CPOperand, CPOperand, CPOperand, BinaryM.VectorType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixBVectorArithmeticSPInstruction
MatrixBVectorBuiltinSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixBVectorBuiltinSPInstruction(Operator, CPOperand, CPOperand, CPOperand, BinaryM.VectorType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixBVectorBuiltinSPInstruction
MatrixBVectorRelationalSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixBVectorRelationalSPInstruction(Operator, CPOperand, CPOperand, CPOperand, BinaryM.VectorType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixBVectorRelationalSPInstruction
MatrixCell - Class in org.apache.sysml.runtime.matrix.data
MatrixCell() - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixCell
MatrixCell(MatrixCell) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixCell
MatrixCell(MatrixValue) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixCell
MatrixCell(double) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixCell
MatrixCharacteristics - Class in org.apache.sysml.runtime.matrix
MatrixCharacteristics() - Constructor for class org.apache.sysml.runtime.matrix.MatrixCharacteristics
MatrixCharacteristics(long, long, int, int) - Constructor for class org.apache.sysml.runtime.matrix.MatrixCharacteristics
MatrixCharacteristics(long, long, int, int, long) - Constructor for class org.apache.sysml.runtime.matrix.MatrixCharacteristics
MatrixCharacteristics(MatrixCharacteristics) - Constructor for class org.apache.sysml.runtime.matrix.MatrixCharacteristics
matrixDescriptor - Static variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer
MatrixDimensionsMetaData - Class in org.apache.sysml.runtime.matrix
MatrixDimensionsMetaData() - Constructor for class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
MatrixDimensionsMetaData(MatrixCharacteristics) - Constructor for class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
MatrixFormat - Enum in org.apache.sysml.api.mlcontext: MatrixFormat represents the different matrix formats supported by the MLContext API.
MatrixFormatMetaData - Class in org.apache.sysml.runtime.matrix
MatrixFormatMetaData(MatrixCharacteristics, OutputInfo, InputInfo) - Constructor for class org.apache.sysml.runtime.matrix.MatrixFormatMetaData
MatrixIndexes - Class in org.apache.sysml.runtime.matrix.data: This represent the indexes to the blocks of the matrix.
MatrixIndexes() - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixIndexes
MatrixIndexes(long, long) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixIndexes
MatrixIndexes(MatrixIndexes) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixIndexes
MatrixIndexingSPInstruction - Class in org.apache.sysml.runtime.instructions.spark: This class implements the matrix indexing functionality inside CP.
MatrixIndexingSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, AggBinaryOp.SparkAggType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixIndexingSPInstruction
MatrixIndexingSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, LeftIndex.LixCacheType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixIndexingSPInstruction
MatrixMarketInputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
MatrixMarketOutputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
MatrixMatrixArithmeticGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
MatrixMatrixArithmeticGPUInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.MatrixMatrixArithmeticGPUInstruction
MatrixMatrixArithmeticSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixMatrixArithmeticSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixMatrixArithmeticSPInstruction
MatrixMatrixAxpyGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
MatrixMatrixAxpyGPUInstruction(Operator, CPOperand, CPOperand, int, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.MatrixMatrixAxpyGPUInstruction
MatrixMatrixBuiltinSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixMatrixBuiltinSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixMatrixBuiltinSPInstruction
matrixMatrixOperations(MatrixObject, MatrixObject, String) - Static method in class org.apache.sysml.runtime.matrix.data.LibCommonsMath
MatrixMatrixRelationalSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixMatrixRelationalSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixMatrixRelationalSPInstruction
MatrixMetadata - Class in org.apache.sysml.api.mlcontext: 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.
MatrixMetadata() - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata
MatrixMetadata(MatrixFormat) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: Constructor to create a MatrixMetadata object based on matrix format.
MatrixMetadata(MatrixFormat, Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: Constructor to create a MatrixMetadata object based on matrix format, the number of rows, and the number of columns in a matrix.
MatrixMetadata(MatrixFormat, int, int) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: Constructor to create a MatrixMetadata object based on matrix format, the number of rows, and the number of columns in a matrix.
MatrixMetadata(MatrixFormat, Long, Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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, Long, Long, Long, Integer, Integer) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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, int, int, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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(Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: Constructor to create a MatrixMetadata object based on the number of rows and the number of columns in a matrix.
MatrixMetadata(int, int) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: Constructor to create a MatrixMetadata object based on the number of rows and the number of columns in a matrix.
MatrixMetadata(Long, Long, Long) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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(int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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, Long, Integer, Integer) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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, Long, Long, Integer, Integer) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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(int, int, int, int, int) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: 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(MatrixCharacteristics) - Constructor for class org.apache.sysml.api.mlcontext.MatrixMetadata: Constructor to create a MatrixMetadata object based on a MatrixCharacteristics object.
matrixMult(MatrixBlock, MatrixBlock, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult: Performs a matrix multiplication and stores the result in the output matrix.
matrixMult(MatrixBlock, MatrixBlock, MatrixBlock, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult: This method allows one to disabling exam sparsity.
matrixMult(MatrixBlock, MatrixBlock, MatrixBlock, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMult(MatrixBlock, MatrixBlock, MatrixBlock, int, int, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMult(MatrixBlock, MatrixBlock, MatrixBlock, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult: Performs a multi-threaded matrix multiplication and stores the result in the output matrix.
matrixMultChain(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, MapMultChain.ChainType) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult: Performs a matrix multiplication chain operation of type t(X)%*%(X%*%v) or t(X)%*%(w*(X%*%v)).
matrixMultChain(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, MapMultChain.ChainType, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult: Performs a parallel matrix multiplication chain operation of type t(X)%*%(X%*%v) or t(X)%*%(w*(X%*%v)).
matrixMultPermute(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultPermute(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultTransposeSelf(MatrixBlock, MatrixBlock, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultTransposeSelf(MatrixBlock, MatrixBlock, boolean, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultWCeMM(MatrixBlock, MatrixBlock, MatrixBlock, double, MatrixBlock, WeightedCrossEntropy.WCeMMType) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultWCeMM(MatrixBlock, MatrixBlock, MatrixBlock, double, MatrixBlock, WeightedCrossEntropy.WCeMMType, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultWDivMM(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, WeightedDivMM.WDivMMType) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult: NOTE: This operation has limited NaN support, which is acceptable because all our sparse-safe operations have only limited NaN support.
matrixMultWDivMM(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, WeightedDivMM.WDivMMType, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult: NOTE: This operation has limited NaN support, which is acceptable because all our sparse-safe operations have only limited NaN support.
matrixMultWSigmoid(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, WeightedSigmoid.WSigmoidType) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultWSigmoid(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, WeightedSigmoid.WSigmoidType, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultWSLoss(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, WeightedSquaredLoss.WeightsType) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultWSLoss(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, WeightedSquaredLoss.WeightsType, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultWuMM(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, WeightedUnaryMM.WUMMType, ValueFunction) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixMultWuMM(MatrixBlock, MatrixBlock, MatrixBlock, MatrixBlock, WeightedUnaryMM.WUMMType, ValueFunction, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixMult
matrixObjectTo2DDoubleArray(MatrixObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a two-dimensional double array.
matrixObjectToBinaryBlockMatrix(MatrixObject, SparkExecutionContext) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a BinaryBlockMatrix.
matrixObjectToDataFrame(MatrixObject, SparkExecutionContext, boolean) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a DataFrame.
matrixObjectToJavaRDDStringCSV(MatrixObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a JavaRDD<String> in CSV format.
matrixObjectToJavaRDDStringIJV(MatrixObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a JavaRDD<String> in IJV format.
matrixObjectToListStringCSV(MatrixObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a List<String> in CSV format.
matrixObjectToListStringIJV(MatrixObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a List<String> in IJV format.
matrixObjectToRDDStringCSV(MatrixObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a RDD<String> in CSV format.
matrixObjectToRDDStringIJV(MatrixObject) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a MatrixObject to a RDD<String> in IJV format.
MatrixPackedCell - Class in org.apache.sysml.runtime.matrix.data
MatrixPackedCell(MatrixPackedCell) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
MatrixPackedCell() - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
MatrixReshapeSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixReshapeSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixReshapeSPInstruction
matrixScalarArithmetic(ExecutionContext, MatrixObject, String, boolean, ScalarOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Entry point to perform elementwise matrix-scalar operation specified by op
matrixScalarArithmetic(ExecutionContext, MatrixObject, MatrixObject, String, boolean, boolean, BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Performs elementwise operation specified by op of two input matrices in1 and in2
MatrixScalarArithmeticSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixScalarArithmeticSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixScalarArithmeticSPInstruction
MatrixScalarBuiltinSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixScalarBuiltinSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixScalarBuiltinSPInstruction
MatrixScalarRelationalSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MatrixScalarRelationalSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MatrixScalarRelationalSPInstruction
MatrixValue - Class in org.apache.sysml.runtime.matrix.data
MatrixValue() - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixValue
MatrixValue(MatrixValue) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixValue
MatrixValue.CellIndex - Class in org.apache.sysml.runtime.matrix.data
max() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Wrapper method for reduceall-max of a matrix.
MAX_SOLVE_CACHE_SIZE - Static variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimatorSample
maxpooling(MatrixObject, MatrixObject, int, int, int, int, int, int, int, int, int, int, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: performs maxpooling on GPU by exploiting cudnnPoolingForward(...)
maxpooling(MatrixBlock, MatrixBlock, ConvolutionParameters) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
maxpoolingBackward(MatrixObject, MatrixObject, MatrixObject, int, int, int, int, int, int, int, int, int, int, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Performs maxpoolingBackward on GPU by exploiting cudnnPoolingBackward(...) This method computes the backpropogation errors for previous layer of maxpooling operation
maxpoolingBackward(MatrixBlock, MatrixBlock, MatrixBlock, ConvolutionParameters) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN: This method computes the backpropogation errors for previous layer of maxpooling operation
mc - Variable in class org.apache.sysml.api.MLMatrix: Deprecated.
median() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
merge(CacheBlock, boolean) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
merge(FrameBlock) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
merge(CacheBlock, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
merge(MatrixBlock, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Merge disjoint: merges all non-zero values of the given input into the current matrix block.
mergeByKey(JavaPairRDD<Long, FrameBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDAggregateUtils
mergeByKey(JavaPairRDD<MatrixIndexes, MatrixBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils: Merges disjoint data of all blocks per key.
mergeByKey(JavaPairRDD<MatrixIndexes, MatrixBlock>, int, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils: Merges disjoint data of all blocks per key.
mergeMRJobInstruction(MRJobInstruction) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
mergeRowsByKey(JavaPairRDD<MatrixIndexes, RowMatrixBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils: Merges disjoint data of all blocks per key.
MergeWithShiftedBlocks(MatrixCharacteristics, MatrixCharacteristics, boolean) - Constructor for class org.apache.sysml.runtime.instructions.spark.AppendGSPInstruction.MergeWithShiftedBlocks
Metadata - Class in org.apache.sysml.api.mlcontext: Abstract metadata class for MLContext API.
Metadata() - Constructor for class org.apache.sysml.api.mlcontext.Metadata
metadata - Variable in class org.apache.sysml.runtime.matrix.data.InputInfo
metadata - Variable in class org.apache.sysml.runtime.matrix.JobReturn
MetaData - Class in org.apache.sysml.runtime.matrix: Class to store metadata associated with a file (e.g., a matrix) on disk.
MetaData() - Constructor for class org.apache.sysml.runtime.matrix.MetaData
mightHaveEmptyBlocks() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
min() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Wrapper method for reduceall-min of a matrix.
MIN_PAR_AGG_THRESHOLD - Static variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
minNonZero() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Utility function for computing the min non-zero value.
minus(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
minus(Double) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
mkString() - Method in class org.apache.sysml.api.MLBlock: Deprecated.
mkString(String) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
mkString(String, String, String) - Method in class org.apache.sysml.api.MLBlock: Deprecated.
ml - Variable in class org.apache.sysml.api.MLMatrix: Deprecated.
MLBlock - Class in org.apache.sysml.api: Deprecated.
This will be removed in SystemML 1.0. Please migrate to MLContext
MLBlock(MatrixIndexes, MatrixBlock) - Constructor for class org.apache.sysml.api.MLBlock: Deprecated.
MLContext - Class in org.apache.sysml.api: Deprecated.
This will be removed in SystemML 1.0. Please migrate to MLContext
MLContext(SparkContext) - Constructor for class org.apache.sysml.api.MLContext: Deprecated.

Create an associated MLContext for given spark session.
MLContext(JavaSparkContext) - Constructor for class org.apache.sysml.api.MLContext: Deprecated.

Create an associated MLContext for given spark session.
MLContext - Class in org.apache.sysml.api.mlcontext: The MLContext API offers programmatic access to SystemML on Spark from languages such as Scala, Java, and Python.
MLContext(SparkContext) - Constructor for class org.apache.sysml.api.mlcontext.MLContext: Create an MLContext based on a SparkContext for interaction with SystemML on Spark.
MLContext(JavaSparkContext) - Constructor for class org.apache.sysml.api.mlcontext.MLContext: Create an MLContext based on a JavaSparkContext for interaction with SystemML on Spark.
MLContext(SparkContext, boolean) - Constructor for class org.apache.sysml.api.mlcontext.MLContext: Create an MLContext based on a SparkContext for interaction with SystemML on Spark, optionally monitor performance.
MLContext.ExplainLevel - Enum in org.apache.sysml.api.mlcontext: The different explain levels supported by SystemML.
MLContext.InternalProxy - Class in org.apache.sysml.api.mlcontext: Used internally by MLContextProxy.
MLContextConversionUtil - Class in org.apache.sysml.api.mlcontext: Utility class containing methods to perform data conversions.
MLContextConversionUtil() - Constructor for class org.apache.sysml.api.mlcontext.MLContextConversionUtil
MLContextExample - Class in org.apache.sysml.api.mlcontext
MLContextExample() - Constructor for class org.apache.sysml.api.mlcontext.MLContextExample
MLContextExample2 - Class in org.apache.sysml.api.mlcontext
MLContextExample2() - Constructor for class org.apache.sysml.api.mlcontext.MLContextExample2
MLContextException - Exception in org.apache.sysml.api.mlcontext: Uncaught exception representing SystemML exceptions that occur through the MLContext API.
MLContextException() - Constructor for exception org.apache.sysml.api.mlcontext.MLContextException
MLContextException(String, Throwable) - Constructor for exception org.apache.sysml.api.mlcontext.MLContextException
MLContextException(String) - Constructor for exception org.apache.sysml.api.mlcontext.MLContextException
MLContextException(Throwable) - Constructor for exception org.apache.sysml.api.mlcontext.MLContextException
MLContextException(String, boolean) - Constructor for exception org.apache.sysml.api.mlcontext.MLContextException: Generate an exception and optionally suppress the stacktrace.
MLContextProxy - Class in org.apache.sysml.api: The purpose of this proxy is to shield systemml internals from direct access to MLContext which would try to load spark libraries and hence fail if these are not available.
MLContextProxy() - Constructor for class org.apache.sysml.api.MLContextProxy
MLContextUtil - Class in org.apache.sysml.api.mlcontext: Utility class containing methods for working with the MLContext API.
MLContextUtil() - Constructor for class org.apache.sysml.api.mlcontext.MLContextUtil
MLMatrix - Class in org.apache.sysml.api: Deprecated.
This will be removed in SystemML 1.0. Please migrate to MLContext
MLMatrix(SparkSession, LogicalPlan, MLContext) - Constructor for class org.apache.sysml.api.MLMatrix: Deprecated.
MLMatrix(SQLContext, LogicalPlan, MLContext) - Constructor for class org.apache.sysml.api.MLMatrix: Deprecated.
MLMatrix(SparkSession, QueryExecution, MLContext) - Constructor for class org.apache.sysml.api.MLMatrix: Deprecated.
MLMatrix(SQLContext, QueryExecution, MLContext) - Constructor for class org.apache.sysml.api.MLMatrix: Deprecated.
MLMatrix(Dataset<Row>, MatrixCharacteristics, MLContext) - Constructor for class org.apache.sysml.api.MLMatrix: Deprecated.
MLOutput - Class in org.apache.sysml.api: Deprecated.
This will be removed in SystemML 1.0. Please migrate to MLContext and MLResults
MLOutput(Map<String, JavaPairRDD<?, ?>>, Map<String, MatrixCharacteristics>) - Constructor for class org.apache.sysml.api.MLOutput: Deprecated.
MLResults - Class in org.apache.sysml.api.mlcontext: MLResults handles the results returned from executing a Script using the MLContext API.
MLResults() - Constructor for class org.apache.sysml.api.mlcontext.MLResults
MLResults(LocalVariableMap) - Constructor for class org.apache.sysml.api.mlcontext.MLResults
MLResults(Script) - Constructor for class org.apache.sysml.api.mlcontext.MLResults
MMCJMR - Class in org.apache.sysml.runtime.matrix
MMRJMR - Class in org.apache.sysml.runtime.matrix
MMTSJGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
MMTSJGPUInstruction(Operator, CPOperand, MMTSJ.MMTSJType, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.MMTSJGPUInstruction: MMTSJGPUInstruction constructor.
modulus(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
MRInstructionParser - Class in org.apache.sysml.runtime.instructions
MRInstructionParser() - Constructor for class org.apache.sysml.runtime.instructions.MRInstructionParser
MRJobInstruction - Class in org.apache.sysml.runtime.instructions
MRJobInstruction(JobType) - Constructor for class org.apache.sysml.runtime.instructions.MRJobInstruction
MRJobInstruction(MRJobInstruction) - Constructor for class org.apache.sysml.runtime.instructions.MRJobInstruction: (deep) Copy constructor, primarily used in parfor.
MultiInputCbind - Class in org.apache.sysml.udf.lib: This external built-in function addresses following two common scenarios: 1.
MultiInputCbind() - Constructor for class org.apache.sysml.udf.lib.MultiInputCbind
MultipleOutputCommitter - Class in org.apache.sysml.runtime.matrix.data
MultipleOutputCommitter() - Constructor for class org.apache.sysml.runtime.matrix.data.MultipleOutputCommitter
multiply(MLMatrix) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
multiReturnOperations(MatrixObject, String) - Static method in class org.apache.sysml.runtime.matrix.data.LibCommonsMath
MultiReturnParameterizedBuiltinSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
MultiReturnParameterizedBuiltinSPInstruction(Operator, CPOperand, CPOperand, ArrayList<CPOperand>, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction
MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuild2Function - Class in org.apache.sysml.runtime.instructions.spark
MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuildFunction - Class in org.apache.sysml.runtime.instructions.spark: This function pre-aggregates distinct values of recoded columns per partition (part of distributed recode map construction, used for recoding, binning and dummy coding).
MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroup2Function - Class in org.apache.sysml.runtime.instructions.spark
MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroupFunction - Class in org.apache.sysml.runtime.instructions.spark: This function assigns codes to globally distinct values of recoded columns and writes the resulting column map in textcell (IJV) format to the output.
mxxValues(int, Builtin) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset

N

N - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
next() - Method in class org.apache.sysml.runtime.compress.BitmapDecoderOLE
next() - Method in class org.apache.sysml.runtime.compress.BitmapDecoderRLE
next - Variable in class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap.DArrayIListEntry
next - Variable in class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap.DIListEntry
next() - Method in class org.apache.sysml.runtime.matrix.data.AddDummyWeightConverter
next() - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToBinaryCellConverter
next() - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToRowBlockConverter
next() - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToTextCellConverter
next() - Method in class org.apache.sysml.runtime.matrix.data.BinaryCellToRowBlockConverter
next() - Method in class org.apache.sysml.runtime.matrix.data.BinaryCellToTextConverter
next() - Method in interface org.apache.sysml.runtime.matrix.data.Converter
next() - Method in class org.apache.sysml.runtime.matrix.data.IdenticalConverter
next() - Method in class org.apache.sysml.runtime.matrix.data.TextCellToRowBlockConverter
next() - Method in class org.apache.sysml.runtime.matrix.data.TextToBinaryCellConverter
next() - Method in class org.apache.sysml.runtime.matrix.data.WeightedCellToSortInputConverter
nextRow() - Method in class org.apache.sysml.runtime.compress.ReaderColumnSelection: Gets the next row, null when no more rows.
nextRow() - Method in class org.apache.sysml.runtime.compress.ReaderColumnSelectionDense
nextRow() - Method in class org.apache.sysml.runtime.compress.ReaderColumnSelectionDenseSample
nextRow() - Method in class org.apache.sysml.runtime.compress.ReaderColumnSelectionSparse
nnz - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Number of non zeroes
nnzKnown() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
nonZeros - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
NUM_COLS_IN_MATRIX - Static variable in class org.apache.sysml.runtime.matrix.CSVReblockMR
NUM_ROWS_IN_MATRIX - Static variable in class org.apache.sysml.runtime.matrix.CSVReblockMR
NUM_VALUES_PREFIX - Static variable in class org.apache.sysml.runtime.matrix.SortMR
numBytes - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
numCols() - Method in class org.apache.sysml.api.MLMatrix: Deprecated.

Gets or computes the number of columns.
numGroups - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
NumItemsByEachReducerMetaData - Class in org.apache.sysml.runtime.matrix.data
NumItemsByEachReducerMetaData(MatrixCharacteristics, long[], int, long) - Constructor for class org.apache.sysml.runtime.matrix.data.NumItemsByEachReducerMetaData
numLocks - Variable in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
numOffs - Variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator.SizeEstimationFactors
numRows() - Method in class org.apache.sysml.api.MLMatrix: Deprecated.

Gets or computes the number of rows.
numRows() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get the number of rows in the sparse block.
numRows() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
numRows() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
numRows() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
numRuns - Variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator.SizeEstimationFactors
numSegs - Variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator.SizeEstimationFactors
numSingle - Variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator.SizeEstimationFactors
numThreads - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
numVals - Variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator.SizeEstimationFactors

O

OffsetCount() - Constructor for class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
OffsetCount(String, long, long) - Constructor for class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
OffsetCount(CSVReblockMR.OffsetCount) - Constructor for class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
OPERAND_DELIM - Static variable in class org.apache.sysml.runtime.instructions.Instruction
OperationsOnMatrixValues - Class in org.apache.sysml.runtime.matrix.data
OperationsOnMatrixValues() - Constructor for class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
OrderWrapper - Class in org.apache.sysml.udf.lib: Deprecated.
OrderWrapper() - Constructor for class org.apache.sysml.udf.lib.OrderWrapper: Deprecated.
org.apache.sysml.api - package org.apache.sysml.api
org.apache.sysml.api.jmlc - package org.apache.sysml.api.jmlc
org.apache.sysml.api.mlcontext - package org.apache.sysml.api.mlcontext
org.apache.sysml.runtime - package org.apache.sysml.runtime
org.apache.sysml.runtime.compress - package org.apache.sysml.runtime.compress
org.apache.sysml.runtime.compress.cocode - package org.apache.sysml.runtime.compress.cocode
org.apache.sysml.runtime.compress.estim - package org.apache.sysml.runtime.compress.estim
org.apache.sysml.runtime.compress.utils - package org.apache.sysml.runtime.compress.utils
org.apache.sysml.runtime.instructions - package org.apache.sysml.runtime.instructions
org.apache.sysml.runtime.instructions.gpu - package org.apache.sysml.runtime.instructions.gpu
org.apache.sysml.runtime.instructions.gpu.context - package org.apache.sysml.runtime.instructions.gpu.context
org.apache.sysml.runtime.instructions.spark - package org.apache.sysml.runtime.instructions.spark
org.apache.sysml.runtime.instructions.spark.utils - package org.apache.sysml.runtime.instructions.spark.utils
org.apache.sysml.runtime.matrix - package org.apache.sysml.runtime.matrix
org.apache.sysml.runtime.matrix.data - package org.apache.sysml.runtime.matrix.data
org.apache.sysml.udf - package org.apache.sysml.udf
org.apache.sysml.udf.lib - package org.apache.sysml.udf.lib
out(String) - Method in class org.apache.sysml.api.mlcontext.Script: Register an output variable.
out(String...) - Method in class org.apache.sysml.api.mlcontext.Script: Register output variables.
output - Variable in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
outputFormatClass - Variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
OutputInfo - Class in org.apache.sysml.runtime.matrix.data
OutputInfo(Class<? extends OutputFormat>, Class<? extends Writable>, Class<? extends Writable>) - Constructor for class org.apache.sysml.runtime.matrix.data.OutputInfo
OutputInfoForSortInput - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
OutputInfoForSortOutput - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
outputInfoToString(OutputInfo) - Static method in class org.apache.sysml.runtime.matrix.data.OutputInfo
outputInfoToStringExternal(OutputInfo) - Static method in class org.apache.sysml.runtime.matrix.data.OutputInfo
outputKeyClass - Variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
outputParams - Variable in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
outputValueClass - Variable in class org.apache.sysml.runtime.matrix.data.OutputInfo

P

P - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
PackageFunction - Class in org.apache.sysml.udf: Abstract class that should be extended to implement a package function.
PackageFunction() - Constructor for class org.apache.sysml.udf.PackageFunction
pad_h - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
pad_w - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
Pair<K,V> - Class in org.apache.sysml.runtime.matrix.data
Pair() - Constructor for class org.apache.sysml.runtime.matrix.data.Pair
Pair(K, V) - Constructor for class org.apache.sysml.runtime.matrix.data.Pair
PAR_NUMCELL_THRESHOLD - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
ParameterizedBuiltinSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction(Operator, HashMap<String, String>, CPOperand, String, String, boolean) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction
ParameterizedBuiltinSPInstruction.CreateMatrixCell - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDMapGroupedAggFunction - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDMapGroupedAggFunction2 - Class in org.apache.sysml.runtime.instructions.spark: Similar to RDDMapGroupedAggFunction but single output block.
ParameterizedBuiltinSPInstruction.RDDRemoveEmptyFunction - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDRemoveEmptyFunctionInMem - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDReplaceFunction - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDRExpandFunction - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDTransformApplyFunction - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDTransformApplyOffsetFunction - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDTransformDecodeExpandFunction - Class in org.apache.sysml.runtime.instructions.spark
ParameterizedBuiltinSPInstruction.RDDTransformDecodeFunction - Class in org.apache.sysml.runtime.instructions.spark
params - Variable in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction
parseAggregateBinaryInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseAggregateInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseAggregateOperator(String, String, String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
parseAggregateTernaryOperator(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
parseAggregateTernaryOperator(String, int) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
parseBasicAggregateUnaryOperator(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
parseBasicCumulativeAggregateUnaryOperator(UnaryOperator) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
parseBinaryInstruction(String, CPOperand, CPOperand, CPOperand) - Static method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
parseBinaryInstruction(String, CPOperand, CPOperand, CPOperand, CPOperand) - Static method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
parseBinaryOperator(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
parseCM_N_COVInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseCombineInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseCSVReblockInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseCSVWriteInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseCumulativeAggregateUnaryOperator(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
parseDataGenInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseExtendedBinaryOperator(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils
parseGroupedAggInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.gpu.AggregateBinaryGPUInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.gpu.ArithmeticBinaryGPUInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.gpu.BuiltinUnaryGPUInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.AggregateUnaryGPUInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.gpu.ConvolutionGPUInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.gpu.MatrixMatrixAxpyGPUInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.gpu.MMTSJGPUInstruction: parse MMTSJ GPU instruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.gpu.ReorgGPUInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.AggregateTernarySPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.AggregateUnarySPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.AppendGAlignedSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.AppendGSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.AppendMSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.AppendRSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.ArithmeticBinarySPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.BinUaggChainSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.BuiltinBinarySPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.BuiltinUnarySPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CastSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CentralMomentSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CheckpointSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CompressionSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CovarianceSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CpmmSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CSVReblockSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CumulativeAggregateSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.CumulativeOffsetSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.IndexingSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.MapmmChainSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.MapmmSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.MatrixReshapeSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.PlusMultSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.PMapmmSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.PmmSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.QuantilePickSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.QuantileSortSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.QuaternarySPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.ReblockSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.RelationalBinarySPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.ReorgSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.RmmSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.TernarySPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.Tsmm2SPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.TsmmSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.UaggOuterChainSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction
parseInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.spark.ZipmmSPInstruction
parseMixedInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionParser
parseMixedInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseReblockInstructions(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseScalarBinaryOperator(String, boolean) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils: scalar-matrix operator
parseScalarBinaryOperator(String, boolean, double) - Static method in class org.apache.sysml.runtime.instructions.InstructionUtils: scalar-matrix operator
parseScript() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Parse the script into an ANTLR parse tree, and convert this parse tree into a SystemML program.
parseSingleInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.CPInstructionParser
parseSingleInstruction(CPInstruction.CPINSTRUCTION_TYPE, String) - Static method in class org.apache.sysml.runtime.instructions.CPInstructionParser
parseSingleInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.GPUInstructionParser
parseSingleInstruction(GPUInstruction.GPUINSTRUCTION_TYPE, String) - Static method in class org.apache.sysml.runtime.instructions.GPUInstructionParser
parseSingleInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.InstructionParser
parseSingleInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseSingleInstruction(MRInstruction.MRINSTRUCTION_TYPE, String) - Static method in class org.apache.sysml.runtime.instructions.MRInstructionParser
parseSingleInstruction(String) - Static method in class org.apache.sysml.runtime.instructions.SPInstructionParser
parseSingleInstruction(SPInstruction.SPINSTRUCTION_TYPE, String) - Static method in class org.apache.sysml.runtime.instructions.SPInstructionParser
parseSortInstruction(String) - Static method in class org.apache.sysml.runtime.matrix.SortMR
PartialBlock - Class in org.apache.sysml.runtime.matrix.data
PartialBlock(int, int, double) - Constructor for class org.apache.sysml.runtime.matrix.data.PartialBlock
PartialBlock() - Constructor for class org.apache.sysml.runtime.matrix.data.PartialBlock
partitionColumns(List<Integer>, HashMap<Integer, PlanningCoCoder.GroupableColInfo>) - Method in class org.apache.sysml.runtime.compress.cocode.ColumnGroupPartitioner: Partitions a list of columns into a list of partitions that contains subsets of columns.
partitionColumns(List<Integer>, HashMap<Integer, PlanningCoCoder.GroupableColInfo>) - Method in class org.apache.sysml.runtime.compress.cocode.ColumnGroupPartitionerBinPacking
partitionColumns(List<Integer>, HashMap<Integer, PlanningCoCoder.GroupableColInfo>) - Method in class org.apache.sysml.runtime.compress.cocode.ColumnGroupPartitionerStatic
performAggregateBinary(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, AggregateBinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performAggregateBinaryIgnoreIndexes(MatrixValue, MatrixValue, MatrixValue, AggregateBinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performAggregateUnary(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, AggregateUnaryOperator, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performAppend(MatrixValue, MatrixValue, ArrayList<IndexedMatrixValue>, int, int, boolean, boolean, int) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performBinaryIgnoreIndexes(MatrixValue, MatrixValue, MatrixValue, BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performCleanupAfterRecompilation(ArrayList<Instruction>) - Method in class org.apache.sysml.api.mlcontext.MLContext.InternalProxy
performCleanupAfterRecompilation(ArrayList<Instruction>) - Static method in class org.apache.sysml.api.MLContextProxy
performMapGroupedAggregate(Operator, IndexedMatrixValue, MatrixBlock, int, int, int, ArrayList<IndexedMatrixValue>) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performReorg(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, ReorgOperator, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performScalarIgnoreIndexes(MatrixValue, MatrixValue, ScalarOperator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performShift(IndexedMatrixValue, IndexRange, int, int, long, long, ArrayList<IndexedMatrixValue>) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performShift(Pair<Long, FrameBlock>, IndexRange, int, int, long, long, ArrayList<Pair<Long, FrameBlock>>) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performSlice(IndexRange, int, int, int, int, CacheBlock) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performSlice(IndexRange, int, int, int, int, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performSlice(IndexedMatrixValue, IndexRange, int, int, ArrayList<IndexedMatrixValue>) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performSlice(IndexRange, int, int, int, int, FrameBlock) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performSlice(Pair<Long, FrameBlock>, IndexRange, int, int, ArrayList<Pair<Long, FrameBlock>>) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues: This function will get slice of the input frame block overlapping in overall slice(Range), slice has requested for.
performTernary(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, CTableMap, MatrixBlock, Operator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performTernary(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, double, CTableMap, MatrixBlock, Operator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performTernary(MatrixIndexes, MatrixValue, double, double, CTableMap, MatrixBlock, Operator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performTernary(MatrixIndexes, MatrixValue, double, boolean, int, CTableMap, MatrixBlock, Operator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performTernary(MatrixIndexes, MatrixValue, double, MatrixIndexes, MatrixValue, CTableMap, MatrixBlock, Operator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performUnaryIgnoreIndexes(MatrixValue, MatrixValue, UnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
performZeroOut(MatrixIndexes, MatrixValue, MatrixIndexes, MatrixValue, IndexRange, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
permutationMatrixMultOperations(MatrixValue, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
permutationMatrixMultOperations(MatrixValue, MatrixValue, MatrixValue, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
permutationMatrixMultOperations(MatrixValue, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
permutationMatrixMultOperations(MatrixValue, MatrixValue, MatrixValue, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
PermutationMatrixWrapper - Class in org.apache.sysml.udf.lib: Deprecated.
PermutationMatrixWrapper() - Constructor for class org.apache.sysml.udf.lib.PermutationMatrixWrapper: Deprecated.
pickValue(double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
pickValue(double, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
pickValues(MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
PlanningCoCoder - Class in org.apache.sysml.runtime.compress.cocode
PlanningCoCoder() - Constructor for class org.apache.sysml.runtime.compress.cocode.PlanningCoCoder
PlanningCoCoder.GroupableColInfo - Class in org.apache.sysml.runtime.compress.cocode
PlanningCoCoder.PartitionerType - Enum in org.apache.sysml.runtime.compress.cocode
PlanningCoCodingGroup - Class in org.apache.sysml.runtime.compress.cocode: Class to represent information about co-coding a group of columns.
PlanningCoCodingGroup(int, PlanningCoCoder.GroupableColInfo) - Constructor for class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup: Constructor for a one-column group; i.e.
PlanningCoCodingGroup(PlanningCoCodingGroup, PlanningCoCodingGroup, CompressedSizeEstimator, int) - Constructor for class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup: Constructor for merging two disjoint groups of columns
PlanningCoCodingGroup.ColIndexes - Class in org.apache.sysml.runtime.compress.cocode
PlanningMemoTable - Class in org.apache.sysml.runtime.compress.cocode
PlanningMemoTable() - Constructor for class org.apache.sysml.runtime.compress.cocode.PlanningMemoTable
PlusMultSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
PlusMultSPInstruction(BinaryOperator, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.PlusMultSPInstruction
PMapmmSPInstruction - Class in org.apache.sysml.runtime.instructions.spark: This pmapmm matrix multiplication instruction is still experimental not integrated in automatic operator selection yet.
PMapmmSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.PMapmmSPInstruction
PmmSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
PmmSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, MapMult.CacheType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.PmmSPInstruction
pointerTo(double) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA
pos(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get the starting position of row r in the indexes/values arrays returned by indexes(r) and values(r).
pos(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
pos(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
pos(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
posFIndexGT(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get position of first column index greater than column c in row r.
posFIndexGT(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
posFIndexGT(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
posFIndexGT(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
posFIndexGTE(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get position of first column index greater than or equal column c in row r.
posFIndexGTE(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
posFIndexGTE(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
posFIndexGTE(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
posFIndexLTE(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get position of first column index lower than or equal column c in row r.
posFIndexLTE(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
posFIndexLTE(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
posFIndexLTE(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
postprocessInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.Instruction: This method should be used for any tear down after executing this instruction.
postprocessInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.SPInstruction
preaggValues(int, double[]) - Method in class org.apache.sysml.runtime.compress.ColGroupValue
PreparedScript - Class in org.apache.sysml.api.jmlc: Representation of a prepared (precompiled) DML/PyDML script.
PreparedScript(Program, String[], String[]) - Constructor for class org.apache.sysml.api.jmlc.PreparedScript: Meant to be invoked only from Connection.
prepareRowIndices(int, double[], BinaryOperator, AggregateUnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg
prepareRowIndicesMax(int, double[], BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This function will return max indices, based on column vector data.
prepareRowIndicesMin(int, double[], BinaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This function will return min indices, based on column vector data.
prepareScript(String, String[], String[], boolean) - Method in class org.apache.sysml.api.jmlc.Connection: Prepares (precompiles) a script and registers input and output variables.
prepareScript(String, Map<String, String>, String[], String[], boolean) - Method in class org.apache.sysml.api.jmlc.Connection: Prepares (precompiles) a script, sets input parameter values, and registers input and output variables.
preprocessInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
preprocessInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.Instruction: This method should be used for any setup before executing this instruction.
preprocessInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.SPInstruction
preservesPartitioning(MatrixCharacteristics, IndexFunction) - Static method in class org.apache.sysml.runtime.instructions.spark.UaggOuterChainSPInstruction
print() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
printCompleteMRJobInstruction(MatrixCharacteristics[]) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
printMe() - Method in class org.apache.sysml.runtime.instructions.Instruction
printMe() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
processBiasInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.ConvolutionGPUInstruction
processFrameCSVReblockInstruction(SparkExecutionContext, MatrixCharacteristics, Expression.ValueType[]) - Method in class org.apache.sysml.runtime.instructions.spark.CSVReblockSPInstruction
processFrameReblockInstruction(SparkExecutionContext, InputInfo) - Method in class org.apache.sysml.runtime.instructions.spark.ReblockSPInstruction
processFrameWriteInstruction(SparkExecutionContext, String, OutputInfo, Expression.ValueType[]) - Method in class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.AggregateBinaryGPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.context.AggregateUnaryGPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.ConvolutionGPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.MatrixBuiltinGPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.MatrixMatrixArithmeticGPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.MatrixMatrixAxpyGPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.MMTSJGPUInstruction: process MMTSJ GPU instruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.ReorgGPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.ScalarMatrixArithmeticGPUInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.Instruction: This method should be used to execute the instruction.
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.AggregateTernarySPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.AggregateUnarySPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.AppendGAlignedSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.AppendGSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.BinUaggChainSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CastSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CentralMomentSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CheckpointSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CompressionSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CovarianceSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CpmmSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CSVReblockSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CumulativeAggregateSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.CumulativeOffsetSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.FrameAppendMSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.FrameAppendRSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.FrameIndexingSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MapmmChainSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MapmmSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixAppendMSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixAppendRSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixBuiltinSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixBVectorArithmeticSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixBVectorBuiltinSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixBVectorRelationalSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixIndexingSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixMatrixArithmeticSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixMatrixBuiltinSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixMatrixRelationalSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixReshapeSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixScalarArithmeticSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixScalarBuiltinSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MatrixScalarRelationalSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.PlusMultSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.PMapmmSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.PmmSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.QuantilePickSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.QuantileSortSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.QuaternarySPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.ReblockSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.ReorgSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.RmmSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.SPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.TernarySPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.Tsmm2SPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.TsmmSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.UaggOuterChainSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.ZipmmSPInstruction
processInstruction(ExecutionContext) - Method in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
processMatrixBVectorBinaryInstruction(ExecutionContext, BinaryM.VectorType) - Method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
processMatrixCSVReblockInstruction(SparkExecutionContext, MatrixCharacteristics) - Method in class org.apache.sysml.runtime.instructions.spark.CSVReblockSPInstruction
processMatrixMatrixBinaryInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction: Common binary matrix-matrix process instruction
processMatrixReblockInstruction(SparkExecutionContext, InputInfo) - Method in class org.apache.sysml.runtime.instructions.spark.ReblockSPInstruction
processMatrixScalarBinaryInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
processMatrixWriteInstruction(SparkExecutionContext, String, OutputInfo) - Method in class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction
processReLUBackwardInstruction(ExecutionContext) - Method in class org.apache.sysml.runtime.instructions.gpu.ConvolutionGPUInstruction
projectColumns(Dataset<Row>, ArrayList<String>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
ProjectInfo - Class in org.apache.sysml.api.mlcontext: Obtains information that is stored in the manifest when the SystemML jar is built.
ProjectInfo() - Constructor for class org.apache.sysml.api.mlcontext.ProjectInfo
properties() - Method in class org.apache.sysml.api.mlcontext.ProjectInfo: Obtain all the properties from the manifest as a sorted map.
property(String) - Method in class org.apache.sysml.api.mlcontext.ProjectInfo: Obtain a manifest property value based on the key.
pydml(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a PYDML script object based on a string.
pydmlFromFile(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a PYDML Script object based on a string path to a file.
pydmlFromInputStream(InputStream) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a PYDML Script object based on an input stream.
pydmlFromLocalFile(File) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Creates a PYDML Script object based on a file in the local file system.
pydmlFromResource(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a PYDML Script object based on a resource path.
pydmlFromString(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a PYDML Script object based on a string.
pydmlFromUrl(String) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Creat a PYDML Script object based on a URL path.
pydmlFromUrl(URL) - Static method in class org.apache.sysml.api.mlcontext.ScriptFactory: Create a PYDML Script object based on a URL.

Q

Q - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
QuantilePickSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
QuantilePickSPInstruction(Operator, CPOperand, CPOperand, PickByCount.OperationTypes, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.QuantilePickSPInstruction
QuantilePickSPInstruction(Operator, CPOperand, CPOperand, CPOperand, PickByCount.OperationTypes, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.QuantilePickSPInstruction
QuantileSortSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
QuantileSortSPInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.QuantileSortSPInstruction
QuantileSortSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.QuantileSortSPInstruction
quaternaryOperations(QuaternaryOperator, MatrixValue, MatrixValue, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
quaternaryOperations(QuaternaryOperator, MatrixValue, MatrixValue, MatrixValue, MatrixValue, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
quaternaryOperations(QuaternaryOperator, MatrixValue, MatrixValue, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
quaternaryOperations(QuaternaryOperator, MatrixValue, MatrixValue, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
quaternaryOperations(QuaternaryOperator, MatrixValue, MatrixValue, MatrixValue, MatrixValue, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
quaternaryOperations(QuaternaryOperator, MatrixValue, MatrixValue, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
quaternaryOperations(QuaternaryOperator, MatrixValue, MatrixValue, MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
QuaternarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
QuaternarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, boolean, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.QuaternarySPInstruction
quickGetValue(int, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
quickGetValue(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
quickSetValue(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
quotedString(String) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Return a double-quoted string with inner single and double quotes escaped.

R

R - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
RAND_PDF_NORMAL - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen
RAND_PDF_POISSON - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen
RAND_PDF_UNIFORM - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen
RandomMatrixGenerator - Class in org.apache.sysml.runtime.matrix.data
RandomMatrixGenerator() - Constructor for class org.apache.sysml.runtime.matrix.data.RandomMatrixGenerator
RandomMatrixGenerator(String, int, int, int, int, double) - Constructor for class org.apache.sysml.runtime.matrix.data.RandomMatrixGenerator
RandomMatrixGenerator(String, int, int, int, int, double, double, double) - Constructor for class org.apache.sysml.runtime.matrix.data.RandomMatrixGenerator
RandomMatrixGenerator(String, int, int, int, int, double, double, double, double) - Constructor for class org.apache.sysml.runtime.matrix.data.RandomMatrixGenerator
randOperations(int, int, double, double, double, String, long) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Function to generate the random matrix with specified dimensions (block sizes are not specified).
randOperations(int, int, double, double, double, String, long, int) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Function to generate the random matrix with specified dimensions (block sizes are not specified).
randOperations(RandomMatrixGenerator, long) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Function to generate the random matrix with specified dimensions and block dimensions.
randOperations(RandomMatrixGenerator, long, int) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Function to generate the random matrix with specified dimensions and block dimensions.
randOperationsInPlace(RandomMatrixGenerator, long[], Well1024a, long) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
randOperationsInPlace(RandomMatrixGenerator, long[], Well1024a, long, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
randOperationsInPlace(RandomMatrixGenerator, long[], Well1024a, long) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Function to generate a matrix of random numbers.
randOperationsInPlace(RandomMatrixGenerator, long[], Well1024a, long, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Function to generate a matrix of random numbers.
RandSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
RandSPInstruction(Operator, Hop.DataGenMethod, CPOperand, CPOperand, long, long, int, int, double, double, double, long, String, String, String, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
RandSPInstruction(Operator, Hop.DataGenMethod, CPOperand, CPOperand, long, long, int, int, double, double, double, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
RandSPInstruction(Operator, Hop.DataGenMethod, CPOperand, CPOperand, long, long, int, int, double, boolean, long, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
ratio - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
rCleanupRuntimeProgram(ProgramBlock, String[]) - Static method in class org.apache.sysml.api.jmlc.JMLCUtils: Cleanup program blocks (called recursively).
RDDAggregateUtils - Class in org.apache.sysml.runtime.instructions.spark.utils: Collection of utility methods for aggregating binary block rdds.
RDDAggregateUtils() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils
RDDBinUaggChainFunction(BinaryOperator, AggregateUnaryOperator) - Constructor for class org.apache.sysml.runtime.instructions.spark.BinUaggChainSPInstruction.RDDBinUaggChainFunction
RDDConverterUtils - Class in org.apache.sysml.runtime.instructions.spark.utils
RDDConverterUtils() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
RDDConverterUtils.DataFrameExtractIDFunction - Class in org.apache.sysml.runtime.instructions.spark.utils
RDDConverterUtilsExt - Class in org.apache.sysml.runtime.instructions.spark.utils: NOTE: These are experimental converter utils.
RDDConverterUtilsExt() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt
RDDConverterUtilsExt.AddRowID - Class in org.apache.sysml.runtime.instructions.spark.utils
RDDConverterUtilsExt.RDDConverterTypes - Enum in org.apache.sysml.runtime.instructions.spark.utils
RDDMapGroupedAggFunction(PartitionedBroadcast<MatrixBlock>, Operator, int, int, int) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDMapGroupedAggFunction
RDDMapGroupedAggFunction2(PartitionedBroadcast<MatrixBlock>, Operator, int) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDMapGroupedAggFunction2
RDDRemoveEmptyFunction(boolean, long, long, long) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDRemoveEmptyFunction
RDDRemoveEmptyFunctionInMem(boolean, long, long, long, PartitionedBroadcast<MatrixBlock>) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDRemoveEmptyFunctionInMem
RDDReplaceFunction(double, double) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDReplaceFunction
RDDRExpandFunction(double, boolean, boolean, boolean, long, long) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDRExpandFunction
RDDSortUtils - Class in org.apache.sysml.runtime.instructions.spark.utils
RDDSortUtils() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.RDDSortUtils
RDDSortUtils.IndexComparator - Class in org.apache.sysml.runtime.instructions.spark.utils
rddStringCSVToFrameObject(String, RDD<String>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a RDD<String> in CSV format to a FrameObject
rddStringCSVToFrameObject(String, RDD<String>, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a RDD<String> in CSV format to a FrameObject
rddStringCSVToMatrixObject(String, RDD<String>) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a RDD<String> in CSV format to a MatrixObject
rddStringCSVToMatrixObject(String, RDD<String>, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a RDD<String> in CSV format to a MatrixObject
rddStringIJVToFrameObject(String, RDD<String>, FrameMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a RDD<String> in IJV format to a FrameObject.
rddStringIJVToMatrixObject(String, RDD<String>, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a RDD<String> in IJV format to a MatrixObject.
RDDTransformApplyFunction(Broadcast<Encoder>, Broadcast<TfOffsetMap>) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDTransformApplyFunction
RDDTransformApplyOffsetFunction(String, String[]) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDTransformApplyOffsetFunction
RDDTransformDecodeExpandFunction(int, int) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDTransformDecodeExpandFunction
RDDTransformDecodeFunction(Decoder, int) - Constructor for class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction.RDDTransformDecodeFunction
read(SparkSession, String, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental API: Might be discontinued in future release
read(SQLContext, String, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental API: Might be discontinued in future release
READ_CACHE_BLKSZ - Static variable in class org.apache.sysml.runtime.compress.ColGroupOffset
readDMLScript(String, String) - Static method in class org.apache.sysml.api.DMLScript
readDoubleArray(int, double[]) - Method in interface org.apache.sysml.runtime.matrix.data.MatrixBlockDataInput: Reads the double array from the data input into the given dense block and returns the number of non-zeros.
readDoubleMatrix(String) - Method in class org.apache.sysml.api.jmlc.Connection: Reads an input matrix in arbitrary format from HDFS into a dense double array.
readDoubleMatrix(String, InputInfo, long, long, int, int, long) - Method in class org.apache.sysml.api.jmlc.Connection: Reads an input matrix in arbitrary format from HDFS into a dense double array.
ReaderColumnSelection - Class in org.apache.sysml.runtime.compress: Base class for all column selection readers.
ReaderColumnSelection(int[], int, boolean) - Constructor for class org.apache.sysml.runtime.compress.ReaderColumnSelection
ReaderColumnSelectionDense - Class in org.apache.sysml.runtime.compress
ReaderColumnSelectionDense(MatrixBlock, int[], boolean) - Constructor for class org.apache.sysml.runtime.compress.ReaderColumnSelectionDense
ReaderColumnSelectionDenseSample - Class in org.apache.sysml.runtime.compress: considers only a subset of row indexes
ReaderColumnSelectionDenseSample(MatrixBlock, int[], int[], boolean) - Constructor for class org.apache.sysml.runtime.compress.ReaderColumnSelectionDenseSample
ReaderColumnSelectionSparse - Class in org.apache.sysml.runtime.compress: Used to extract the values at certain indexes from each row in a sparse matrix Keeps returning all-zeros arrays until reaching the last possible index.
ReaderColumnSelectionSparse(MatrixBlock, int[], boolean) - Constructor for class org.apache.sysml.runtime.compress.ReaderColumnSelectionSparse
readExternal(ObjectInput) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Redirects the default java serialization via externalizable to our default hadoop writable serialization for efficient broadcast/rdd deserialization.
readExternal(ObjectInput) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
readExternal(ObjectInput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Redirects the default java serialization via externalizable to our default hadoop writable serialization for efficient broadcast/rdd deserialization.
readExternal(ObjectInput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes: Redirects the default java serialization via externalizable to our default hadoop writable serialization for consistency/maintainability.
readFields(DataInput) - Method in class org.apache.sysml.runtime.compress.ColGroup: Deserializes column group from data input.
readFields(DataInput) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
readFields(DataInput) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
readFields(DataInput) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
readFields(DataInput) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
readFields(DataInput) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.BlockRow
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.Tagged
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
readFields(DataInput) - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
readScript(String) - Method in class org.apache.sysml.api.jmlc.Connection: Read a DML or PyDML file as a string.
readSparseRows(int, SparseBlock) - Method in interface org.apache.sysml.runtime.matrix.data.MatrixBlockDataInput: Reads the sparse rows array from the data input into a sparse block and returns the number of non-zeros.
readStringFrame(String) - Method in class org.apache.sysml.api.jmlc.Connection: Reads an input frame in arbitrary format from HDFS into a dense string array.
readStringFrame(String, InputInfo, long, long) - Method in class org.apache.sysml.api.jmlc.Connection: Reads an input frame in arbitrary format from HDFS into a dense string array.
readTransformMetaDataFromFile(String) - Method in class org.apache.sysml.api.jmlc.Connection: Reads transform meta data from an HDFS file path and converts it into an in-memory FrameBlock object.
readTransformMetaDataFromFile(String, String) - Method in class org.apache.sysml.api.jmlc.Connection: Reads transform meta data from an HDFS file path and converts it into an in-memory FrameBlock object.
readTransformMetaDataFromFile(String, String, String) - Method in class org.apache.sysml.api.jmlc.Connection: Reads transform meta data from an HDFS file path and converts it into an in-memory FrameBlock object.
readTransformMetaDataFromPath(String) - Method in class org.apache.sysml.api.jmlc.Connection: Reads transform meta data from the class path and converts it into an in-memory FrameBlock object.
readTransformMetaDataFromPath(String, String) - Method in class org.apache.sysml.api.jmlc.Connection: Reads transform meta data from the class path and converts it into an in-memory FrameBlock object.
readTransformMetaDataFromPath(String, String, String) - Method in class org.apache.sysml.api.jmlc.Connection: Reads transform meta data from the class path and converts it into an in-memory FrameBlock object.
ReblockMR - Class in org.apache.sysml.runtime.matrix
ReblockSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
ReblockSPInstruction(Operator, CPOperand, CPOperand, int, int, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.ReblockSPInstruction
recap(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
recomputeColumnCardinality() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
recomputeIndexes(MatrixBlock, AggregateUnaryOperator, int, int, MatrixIndexes) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixAgg: Recompute outputs (e.g., maxindex or minindex) according to block indexes from MR.
recomputeNonZeros() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Recomputes and materializes the number of non-zero values of the entire matrix block.
recomputeNonZeros(int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Recomputes the number of non-zero values of a specified range of the matrix block.
reduce(MatrixIndexes, Iterator<TaggedMatrixValue>, OutputCollector<MatrixIndexes, WeightedPair>, Reporter) - Method in class org.apache.sysml.runtime.matrix.CombineMR.InnerReducer
REFRESH_AVAILABLE_MEMORY_EVERY_TIME - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaContext
registerFrameInput(String, Dataset<Row>) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register DataFrame as input.
registerFrameInput(String, Dataset<Row>, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register DataFrame as input.
registerInput(String, Dataset<Row>) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register DataFrame as input.
registerInput(String, Dataset<Row>, boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register DataFrame as input.
registerInput(String, MLMatrix) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Experimental API.
registerInput(String, JavaRDD<String>, String, boolean, String, boolean, double) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: Method for supplying csv file format properties, but without dimensions or nnz
registerInput(String, RDD<String>, String, boolean, String, boolean, double) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: Method for supplying csv file format properties, but without dimensions or nnz
registerInput(String, RDD<String>, String, boolean, String, boolean, double, long, long, long) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: Method for supplying csv file format properties along with dimensions or nnz
registerInput(String, JavaRDD<String>, String, boolean, String, boolean, double, long, long, long) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: Method for supplying csv file format properties along with dimensions or nnz
registerInput(String, RDD<String>, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: Convenience method without dimensions and nnz.
registerInput(String, JavaRDD<String>, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: Convenience method without dimensions and nnz.
registerInput(String, JavaRDD<String>, String, long, long) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: Convenience method with dimensions and but no nnz.
registerInput(String, RDD<String>, String, long, long) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: Convenience method with dimensions and but no nnz.
registerInput(String, JavaRDD<String>, String, long, long, long) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: with dimensions and nnz.
registerInput(String, RDD<String>, String, long, long, long) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register CSV/Text as inputs: with dimensions and nnz.
registerInput(String, JavaRDD<String>, String, long, long, FileFormatProperties, List<Expression.ValueType>) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register Frame with CSV/Text as inputs: with dimensions.
registerInput(String, JavaPairRDD<MatrixIndexes, MatrixBlock>, long, long) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register binary blocked RDD with given dimensions, default block sizes and no nnz
registerInput(String, JavaPairRDD<MatrixIndexes, MatrixBlock>, long, long, int, int) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register binary blocked RDD with given dimensions, given block sizes and no nnz
registerInput(String, JavaPairRDD<MatrixIndexes, MatrixBlock>, long, long, int, int, long) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Register binary blocked RDD with given dimensions, given block sizes and given nnz (preferred).
registerInput(String, JavaPairRDD<MatrixIndexes, MatrixBlock>, MatrixCharacteristics) - Method in class org.apache.sysml.api.MLContext: Deprecated.
registerInput(String, MatrixBlock) - Method in class org.apache.sysml.api.MLContext: Deprecated.
registerInput(String, MatrixBlock, MatrixCharacteristics) - Method in class org.apache.sysml.api.MLContext: Deprecated.
registerOutput(String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Marks the variable in the DML script as output variable.
RelationalBinarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
RelationalBinarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.RelationalBinarySPInstruction
releaseInput() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
releaseInput() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: releases input allocated on GPU
releaseOutput() - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject
releaseOutput() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: releases output allocated on GPU
relu(ExecutionContext, MatrixObject, String) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA
reluBackward(MatrixObject, MatrixObject, MatrixObject) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: This method computes the backpropagation errors for previous layer of relu operation
reluBackward(MatrixBlock, MatrixBlock, MatrixBlock, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN: This method computes the backpropagation errors for previous layer of relu operation
remove() - Method in class org.apache.sysml.runtime.compress.BitmapDecoderOLE
remove() - Method in class org.apache.sysml.runtime.compress.BitmapDecoderRLE
remove(PlanningCoCodingGroup) - Method in class org.apache.sysml.runtime.compress.cocode.PlanningMemoTable
removeEmptyOperations(MatrixBlock, boolean, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
removeEmptyOperations(MatrixBlock, boolean) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
removeEmptyOperations(MatrixBlock, boolean, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
removeEmptyOperations(MatrixBlock, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
RemoveEmptyRows - Class in org.apache.sysml.udf.lib: Deprecated.
RemoveEmptyRows() - Constructor for class org.apache.sysml.udf.lib.RemoveEmptyRows: Deprecated.
reorg(MatrixBlock, MatrixBlock, ReorgOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
reorg(MatrixCharacteristics, ReorgOperator, MatrixCharacteristics) - Static method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
ReorgGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
ReorgGPUInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.ReorgGPUInstruction: for opcodes r'
reorgOperations(ReorgOperator, MatrixValue, int, int, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
reorgOperations(ReorgOperator, MatrixValue, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
reorgOperations(ReorgOperator, MatrixValue, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
reorgOperations(ReorgOperator, MatrixValue, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
reorgOperations(ReorgOperator, MatrixValue, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
reorgOperations(ReorgOperator, MatrixValue, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
ReorgSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
ReorgSPInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.ReorgSPInstruction
ReorgSPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, CPOperand, String, boolean, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.ReorgSPInstruction
replaceOperations(MatrixValue, double, double) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
replaceOperations(MatrixValue, double, double) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
replaceOperations(MatrixValue, double, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
replaceOperations(MatrixValue, double, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
replaceOperations(MatrixValue, double, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
requiresLabelUpdate() - Method in class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
requiresLabelUpdate() - Method in class org.apache.sysml.runtime.instructions.Instruction
requiresLabelUpdate() - Method in class org.apache.sysml.runtime.instructions.spark.SPInstruction
reset() - Method in class org.apache.sysml.api.MLContext: Deprecated.

Call this method if you want to clear any RDDs set via registerInput, registerOutput.
reset(boolean) - Method in class org.apache.sysml.api.MLContext: Deprecated.
reset() - Method in class org.apache.sysml.runtime.compress.ReaderColumnSelection: Resets the reader to the first row.
reset() - Method in class org.apache.sysml.runtime.compress.ReaderColumnSelectionDenseSample
reset() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
reset(int, int, boolean) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
reset(int, int, boolean, long) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
reset(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
reset(int, boolean) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
reset() - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
reset() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
reset(int, int, long) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
reset(int, int, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
reset(int, int, boolean, long) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
reset(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
reset() - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
reset(int, int, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
reset(int, int, boolean, long) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
reset(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
reset() - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
reset(int, int, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
reset(int, int, boolean, long) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
reset(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
reset() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Clears the sparse block by deleting non-zero values.
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Clears the sparse block by deleting non-zero values.
reset(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Clears row r of the sparse block by deleting non-zero values.
reset() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
reset(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
reset() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
reset(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
reset() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
reset(int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
reset(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
resetConfig() - Method in class org.apache.sysml.api.mlcontext.MLContext: Reset configuration settings to default settings.
resetOutputMatix(MatrixIndexes, MatrixBlock, MatrixIndexes, MatrixBlock, AggregateUnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: ReSet output matrix
resetStatistics() - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
reshape(MatrixBlock, MatrixBlock, int, int, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg: CP reshape operation (single input, single output matrix)
reshape(IndexedMatrixValue, long, long, int, int, ArrayList<IndexedMatrixValue>, long, long, int, int, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg: MR reshape interface - for reshape we cannot view blocks independently, and hence, there are different CP and MR interfaces.
RESIZE_FACTOR1 - Static variable in class org.apache.sysml.runtime.matrix.data.SparseBlock
RESIZE_FACTOR2 - Static variable in class org.apache.sysml.runtime.matrix.data.SparseBlock
restoreInputsInSymbolTable() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Restore the input variables in the symbol table after script execution.
results() - Method in class org.apache.sysml.api.mlcontext.Script: Obtain the results of the script execution.
ResultVariables - Class in org.apache.sysml.api.jmlc: A ResultVariables object holds the data returned by a call to PreparedScript's executeScript method, which executes a DML/PyDML script.
ResultVariables() - Constructor for class org.apache.sysml.api.jmlc.ResultVariables
rev(MatrixBlock, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
rev(IndexedMatrixValue, long, int, ArrayList<IndexedMatrixValue>) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
rewriteHops() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Apply static rewrites, perform intra-/inter-procedural analysis to propagate size information into functions, apply dynamic rewrites, and compute memory estimates for all HOPs.
rewritePersistentReadsAndWrites() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Replace persistent reads and writes with transient reads and writes in the symbol table.
rexpand(MatrixBlock, MatrixBlock, double, boolean, boolean, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg: CP rexpand operation (single input, single output)
rexpand(IndexedMatrixValue, double, boolean, boolean, boolean, long, long, ArrayList<IndexedMatrixValue>) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg: MR/Spark rexpand operation (single input, multiple outputs incl empty blocks)
rexpandOperations(MatrixBlock, double, boolean, boolean, boolean) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
rexpandOperations(MatrixBlock, double, boolean, boolean, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
rightMultByVector(MatrixBlock, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroup: Multiply the slice of the matrix that this column group represents by a vector on the right.
rightMultByVector(MatrixBlock, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
rightMultByVector(ColGroupDDC1[], MatrixBlock, MatrixBlock, int, int) - Static method in class org.apache.sysml.runtime.compress.ColGroupDDC1
rightMultByVector(MatrixBlock, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
rightMultByVector(MatrixBlock, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
rightMultByVector(MatrixBlock, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
rightMultByVector(MatrixBlock, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
rightMultByVector(MatrixBlock, MatrixBlock, int) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
rlen - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
rlens - Variable in class org.apache.sysml.runtime.matrix.CSVReblockMR.AssignRowIDMRReturn
rmempty(MatrixBlock, MatrixBlock, boolean, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg: CP rmempty operation (single input, single output matrix)
rmempty(IndexedMatrixValue, IndexedMatrixValue, boolean, long, long, long, ArrayList<IndexedMatrixValue>) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg: MR rmempty interface - for rmempty we cannot view blocks independently, and hence, there are different CP and MR interfaces.
RmmSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
RmmSPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.RmmSPInstruction
row - Variable in class org.apache.sysml.runtime.matrix.data.MatrixValue.CellIndex
RowClassMeet - Class in org.apache.sysml.udf.lib: Performs following operation: # Computes the intersection ("meet") of equivalence classes for # each row of A and B, excluding 0-valued cells.
RowClassMeet() - Constructor for class org.apache.sysml.udf.lib.RowClassMeet
RowClassMeet.ClassLabelComparator - Class in org.apache.sysml.udf.lib
RowClassMeet.ClassLabels - Class in org.apache.sysml.udf.lib
ROWID_FILE_NAME - Static variable in class org.apache.sysml.runtime.matrix.CSVReblockMR
rowIndexes() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO: Get raw access to underlying array of row indices For use in GPU code
rowLower - Variable in class org.apache.sysml.runtime.instructions.spark.IndexingSPInstruction
rowPointers() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Get raw access to underlying array of row pointers For use in GPU code
rowPtr - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: integer array of start of all rows and end of last row + 1
rowsKnown() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
rowsPerBlock() - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
rowUpper - Variable in class org.apache.sysml.runtime.instructions.spark.IndexingSPInstruction
rtplatform - Static variable in class org.apache.sysml.api.DMLScript
runAssignRowIDMRJob(String[], InputInfo[], int[], int[], String, int, String[]) - Static method in class org.apache.sysml.runtime.matrix.CSVReblockMR
runAssignRowIDMRJob(String[], InputInfo[], int[], int[], String, int, String[], boolean, String, String) - Static method in class org.apache.sysml.runtime.matrix.CSVReblockMR
runJob(DMLConfig) - Static method in class org.apache.sysml.runtime.matrix.CleanupMR
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], String, String, int, int, byte[], String[], OutputInfo[]) - Static method in class org.apache.sysml.runtime.matrix.CMCOVMR
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], String, int, int, byte[], String[], OutputInfo[]) - Static method in class org.apache.sysml.runtime.matrix.CombineMR
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], String, String, int, int, byte[], String[], OutputInfo[]) - Static method in class org.apache.sysml.runtime.matrix.CSVReblockMR
runJob(MRJobInstruction, String[], String, String, String, int, int, byte[], String, String[], OutputInfo[]) - Static method in class org.apache.sysml.runtime.matrix.DataGenMR: Starts a Rand MapReduce job which will produce one or more random objects.
runJob(MRJobInstruction, MatrixObject[], String, byte[], MatrixObject[], int, int) - Static method in class org.apache.sysml.runtime.matrix.DataPartitionMR
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], boolean[], ParForProgramBlock.PDataPartitionFormat[], int[], String, String, String, String, int, int, boolean, byte[], String, String[], OutputInfo[]) - Static method in class org.apache.sysml.runtime.matrix.GMR: Execute job.
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], String, String, int, int, byte[], String, String[], OutputInfo[]) - Static method in class org.apache.sysml.runtime.matrix.GroupedAggMR
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], String, String, String, int, int, String, OutputInfo) - Static method in class org.apache.sysml.runtime.matrix.MMCJMR
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], String, String, String, String, int, int, byte[], String[], OutputInfo[]) - Static method in class org.apache.sysml.runtime.matrix.MMRJMR
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], long[], String, String, String, int, int, boolean, byte[], String[], OutputInfo[]) - Static method in class org.apache.sysml.runtime.matrix.ReblockMR
runJob(MRJobInstruction, String, InputInfo, long, long, int, int, String, String, int, int, String, OutputInfo, boolean) - Static method in class org.apache.sysml.runtime.matrix.SortMR
runJob(MRJobInstruction, String[], InputInfo[], long[], long[], int[], int[], String, int, int, byte[], String[]) - Static method in class org.apache.sysml.runtime.matrix.WriteCSVMR
runtimeProgram - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor

S

S - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
sampleOperations(long, int, boolean, long) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
SAMPLING_RATIO - Static variable in class org.apache.sysml.runtime.compress.estim.SizeEstimatorFactory
Scalar - Class in org.apache.sysml.udf: Class to represent a scalar input/output.
Scalar(Scalar.ScalarValueType, String) - Constructor for class org.apache.sysml.udf.Scalar: Constructor to setup a scalar object.
Scalar.ScalarValueType - Enum in org.apache.sysml.udf
ScalarMatrixArithmeticGPUInstruction - Class in org.apache.sysml.runtime.instructions.gpu
ScalarMatrixArithmeticGPUInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.gpu.ScalarMatrixArithmeticGPUInstruction
scalarOperation(ScalarOperator) - Method in class org.apache.sysml.runtime.compress.ColGroup: Perform the specified scalar operation directly on the compressed column group, without decompressing individual cells if possible.
scalarOperation(ScalarOperator) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
scalarOperation(ScalarOperator) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
scalarOperation(ScalarOperator) - Method in class org.apache.sysml.runtime.compress.ColGroupOLE
scalarOperation(ScalarOperator) - Method in class org.apache.sysml.runtime.compress.ColGroupRLE
scalarOperation(ScalarOperator) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
scalarOperations(ScalarOperator, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
scalarOperations(ScalarOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
scalarOperations(ScalarOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
scalarOperations(ScalarOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
scalarOperations(ScalarOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
scalarOperations(ScalarOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
schema() - Method in class org.apache.sysml.api.MLBlock: Deprecated.
script - Variable in class org.apache.sysml.api.mlcontext.MLResults
Script - Class in org.apache.sysml.api.mlcontext: A Script object encapsulates a DML or PYDML script.
Script() - Constructor for class org.apache.sysml.api.mlcontext.Script: Script constructor, which by default creates a DML script.
Script(ScriptType) - Constructor for class org.apache.sysml.api.mlcontext.Script: Script constructor, specifying the type of script (ScriptType.DML or ScriptType.PYDML).
Script(String) - Constructor for class org.apache.sysml.api.mlcontext.Script: Script constructor, specifying the script content.
Script(String, ScriptType) - Constructor for class org.apache.sysml.api.mlcontext.Script: Script constructor, specifying the script content and the type of script (DML or PYDML).
script - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
SCRIPT_TYPE - Static variable in class org.apache.sysml.api.DMLScript: Global variable indicating the script type (DML or PYDML).
ScriptExecutor - Class in org.apache.sysml.api.mlcontext: ScriptExecutor executes a DML or PYDML Script object using SystemML.
ScriptExecutor() - Constructor for class org.apache.sysml.api.mlcontext.ScriptExecutor: ScriptExecutor constructor.
ScriptExecutor(DMLConfig) - Constructor for class org.apache.sysml.api.mlcontext.ScriptExecutor: ScriptExecutor constructor, where the configuration properties are passed in.
ScriptFactory - Class in org.apache.sysml.api.mlcontext: Factory for creating DML and PYDML Script objects from strings, files, URLs, and input streams.
ScriptFactory() - Constructor for class org.apache.sysml.api.mlcontext.ScriptFactory
ScriptType - Enum in org.apache.sysml.api.mlcontext: ScriptType represents the type of script, DML (R-like syntax) or PYDML (Python-like syntax).
searchIndexesFirstGT(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
searchIndexesFirstGTE(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
searchIndexesFirstLTE(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
second - Variable in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
seqOperations(double, double, double) - Static method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Method to generate a sequence according to the given parameters.
seqOperationsInPlace(double, double, double) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
seqOperationsInPlace(double, double, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
set(MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
set(PartialBlock) - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
set(int, int, Object) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Sets the value in position (r,c), where the input is assumed to be a boxed object consistent with the schema definition.
set(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.IJV
set(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue.CellIndex
set(K, V) - Method in class org.apache.sysml.runtime.matrix.data.Pair
set(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
set(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Set the value of a matrix cell (r,c).
set(int, SparseRow, boolean) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Set the values of row r to the given sparse row.
set(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
set(int, SparseRow, boolean) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
set(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
set(int, SparseRow, boolean) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
set(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
set(int, SparseRow, boolean) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
set(int, double) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
set(long, long, int, int) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
set(long, long, int, int, long) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
set(MatrixCharacteristics) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
setActive(boolean) - Static method in class org.apache.sysml.api.MLContextProxy
setActiveAM() - Static method in class org.apache.sysml.api.DMLScript
setAggregateInstructionsInReducer(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setAppropriateVarsForRead(Expression, String) - Method in class org.apache.sysml.api.mlcontext.MLContext.InternalProxy
setAppropriateVarsForRead(Expression, String) - Static method in class org.apache.sysml.api.MLContextProxy
setBaseDir(String) - Method in class org.apache.sysml.udf.PackageFunction
setBaseObject(T) - Method in class org.apache.sysml.runtime.matrix.data.Tagged
setBinaryBlocks(JavaPairRDD<Long, FrameBlock>) - Method in class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Set the SystemML binary-block frame as a JavaPairRDD<Long, FrameBlock>
setBinaryBlocks(JavaPairRDD<MatrixIndexes, MatrixBlock>) - Method in class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Set the SystemML binary-block matrix as a JavaPairRDD<MatrixIndexes, MatrixBlock>
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.AddDummyWeightConverter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToBinaryCellConverter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToRowBlockConverter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.BinaryBlockToTextCellConverter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.BinaryCellToRowBlockConverter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.BinaryCellToTextConverter
setBlockSize(int, int) - Method in interface org.apache.sysml.runtime.matrix.data.Converter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.IdenticalConverter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.TextCellToRowBlockConverter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.TextToBinaryCellConverter
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCellToSortInputConverter
setBlockSize(int) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
setBlockSize(int, int) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
setCM_N_COVObject(double, double, double) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
setCM_N_COVObject(CM_COV_Object) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
setCols(long) - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
setColsInBlock(int) - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
setColsPerBlock(int) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
setColumnMetadata(FrameBlock.ColumnMetadata[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
setColumnMetadata(int, FrameBlock.ColumnMetadata) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
setColumnNames(String[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
setCompilerConfig() - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Set SystemML compiler configuration properties for MLContext
setConfig(String) - Method in class org.apache.sysml.api.mlcontext.MLContext: Set SystemML configuration based on a configuration file.
setConfig(String) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Set SystemML configuration properties based on a configuration file.
setConfig(DMLConfig) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Set the SystemML configuration properties.
setConfig(String, String) - Method in class org.apache.sysml.api.MLContext: Deprecated.

Allow users to provide custom named-value configuration.
setConfigProperty(String, String) - Method in class org.apache.sysml.api.mlcontext.MLContext: Set configuration property, such as setConfigProperty("localtmpdir", "/tmp/systemml").
setConfiguration(String) - Method in class org.apache.sysml.udf.PackageFunction: Method to set the configuration file for this function.
setData(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC: Generic set value for byte-length-agnostic write of encoded value.
setData(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
setData(int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
setDefaultConfig() - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Set default SystemML configuration properties.
setDelim(String) - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
setDenseMatrixCudaPointer(Pointer) - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Convenience method to directly set the dense matrix pointer on GPU Make sure to call JCudaObject.setDeviceModify(long) after this to set appropriate state, if you are not sure what you are doing.
setDescription(String) - Method in class org.apache.sysml.runtime.matrix.data.FileFormatProperties
setDeviceModify(long) - Method in class org.apache.sysml.runtime.instructions.gpu.context.GPUObject: If memory on GPU has been allocated from elsewhere, this method updates the internal bookkeeping
setDeviceModify(long) - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
setDiag() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
setDimension(long, long) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
setDimsUnknownFilePrefix(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setExplain(boolean) - Method in class org.apache.sysml.api.mlcontext.MLContext: Whether or not an explanation of the DML/PYDML program should be output to standard output.
setExplain(boolean) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Whether or not an explanation of the DML/PYDML program should be output to standard output.
setExplainLevel(MLContext.ExplainLevel) - Method in class org.apache.sysml.api.mlcontext.MLContext: Set the level of program explanation that should be displayed if explain is set to true.
setExplainLevel(String) - Method in class org.apache.sysml.api.mlcontext.MLContext: Set the level of program explanation that should be displayed if explain is set to true.
setExplainLevel(MLContext.ExplainLevel) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Set the level of program explanation that should be displayed if explain is set to true.
setFileFormat(FileFormatProperties.FileFormat) - Method in class org.apache.sysml.runtime.matrix.data.FileFormatProperties
setFill(boolean) - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
setFillValue(double) - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
setFormatProperties(FileFormatProperties) - Method in class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction
setFrame(String, String[][]) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a frame object to a registered input variable.
setFrame(String, String[][], List<Expression.ValueType>) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a frame object to a registered input variable.
setFrame(String, String[][], List<Expression.ValueType>, List<String>) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a frame object to a registered input variable.
setFrame(String, String[][], boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a frame object to a registered input variable.
setFrame(String, String[][], List<Expression.ValueType>, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a frame object to a registered input variable.
setFrame(String, String[][], List<Expression.ValueType>, List<String>, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a frame object to a registered input variable.
setFrame(String, FrameBlock, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a frame object to a registered input variable.
setFrameFormat(FrameFormat) - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Set the frame format
setFrameMetadata(FrameMetadata) - Method in class org.apache.sysml.api.mlcontext.BinaryBlockFrame: Set the SystemML binary-block frame metadata
setFrameSchema(FrameSchema) - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Set the frame schema
setGMRInstructions(String[], String, String, String, String, String[], byte[], int, int) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setHeader(boolean) - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
setIndexes(long, long) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
setIndexes(MatrixIndexes) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
setIndexes(int[]) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
setIndexes(long, long) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
setIndexes(TaggedTripleIndexes) - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
setIndexes(long, long, long) - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
setIndexes(TripleIndexes) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
setIndexes(long, long, long) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
setIndexRange(int, int, int, double[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Sets a sorted array of non-zeros values into the column range [cl,cu) in row r.
setIndexRange(int, int, int, double[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
setIndexRange(int, int, int, double[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
setIndexRange(int, int, int, int, double[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Inserts a sorted row-major array of non-zero values into the row and column range [rl,ru) and [cl,cu).
setIndexRange(int, int, int, int, SparseBlock) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Inserts a sparse block into the row and column range [rl,ru) and [cl,cu).
setIndexRange(int, int, int, double[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
setIndexRange(int, int, double[], int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow: Inserts a dense vector into a column range; calling this methods helps to avoid repeated shifting of remaining values/indexes for every set value.
setInit(boolean) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Whether or not to initialize the scratch_space, bufferpool, etc.
setInput(FunctionParameter, int) - Method in class org.apache.sysml.udf.PackageFunction: Method to set a specific input for this package function
setInputMatrixBlock(boolean) - Method in class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction
setInputOutputLabels(String[], String[]) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Method to set input and output labels for a MapReduce instruction.
setInstID(long) - Method in class org.apache.sysml.runtime.instructions.Instruction: Setter for instruction unique identifier
setIv_aggInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setIv_instructionsInMapper(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setIv_otherInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setIv_randInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setIv_recordReaderInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setIv_shuffleInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setKey(K) - Method in class org.apache.sysml.runtime.matrix.data.Pair
setLocation(int, int, int, int) - Method in class org.apache.sysml.runtime.instructions.Instruction: Setter for instruction line/column number
setLocation(Lop) - Method in class org.apache.sysml.runtime.instructions.Instruction
setLocation(DataIdentifier) - Method in class org.apache.sysml.runtime.instructions.Instruction
setLocation(Instruction) - Method in class org.apache.sysml.runtime.instructions.Instruction
setMaintainSymbolTable(boolean) - Method in class org.apache.sysml.api.mlcontext.MLContext: Set whether or not all values should be maintained in the symbol table after execution.
setMaintainSymbolTable(boolean) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Set whether or not all values should be maintained in the symbol table after execution.
setMapperInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setMatrix(String, double[][]) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a matrix object to a registered input variable.
setMatrix(String, double[][], boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a matrix object to a registered input variable.
setMatrix(String, MatrixBlock, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a matrix object to a registered input variable.
setMatrixCharacteristics(MatrixCharacteristics) - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Set the FrameMetadata fields based on a MatrixCharacteristics object.
setMatrixCharacteristics(MatrixCharacteristics) - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Set the MatrixMetadata fields based on a MatrixCharacteristics object.
setMatrixCharacteristics(MatrixCharacteristics) - Method in class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
setMatrixDoubleArray(double[][]) - Method in class org.apache.sysml.udf.Matrix: Method to set matrix as double array.
setMatrixDoubleArray(double[]) - Method in class org.apache.sysml.udf.Matrix: Method to set matrix as double array.
setMatrixDoubleArray(MatrixBlock, OutputInfo, InputInfo) - Method in class org.apache.sysml.udf.Matrix: Method to set matrix as double array.
setMatrixFormat(MatrixFormat) - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Set the matrix format
setMatrixMetadata(MatrixMetadata) - Method in class org.apache.sysml.api.mlcontext.BinaryBlockMatrix: Set the SystemML binary-block matrix metadata
setMatrixObject(MatrixObject) - Method in class org.apache.sysml.udf.Matrix
setMaxIndexInPartition(int[], double[]) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This function will set maximum index in the partition to all cells in partition.
setMaxValue(double) - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
setMemoryRequirements(double) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setMetaData(MetaData) - Method in class org.apache.sysml.runtime.matrix.data.InputInfo
setMinIndexInPartition(int[], double[]) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This function will set minimum index in the partition to all cells in partition.
setMinValue(double) - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
setMRJobInstructionsLineNumbers(ArrayList<Integer>) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Setter for MRJobInstructionslineNumbers field
setMvValue(String) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock.ColumnMetadata
setName(String) - Method in class org.apache.sysml.api.mlcontext.Script: Set the script name.
setNonZeros(long) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
setNonZeros(long) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
setNumberOfReducers(int) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Method to set the number of reducers for a MapReducer instruction.
setNumColumns(Long) - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Set the number of columns
setNumColumns(Long) - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Set the number of columns
setNumColumns(int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
setNumColumnsPerBlock(Integer) - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Set the number of columns per block
setNumColumnsPerBlock(Integer) - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Set the number of columns per block
setNumDistinct(long) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock.ColumnMetadata
setNumFunctionInputs(int) - Method in class org.apache.sysml.udf.PackageFunction: Method to set the number of inputs for this package function
setNumNonZeros(Long) - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Set the number of non-zero values
setNumNonZeros(Long) - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Set the number of non-zero values
setNumRows(Long) - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Set the number of rows
setNumRows(Long) - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Set the number of rows
setNumRows(int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
setNumRows(int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: NOTE: setNumRows() and setNumColumns() are used only in tertiaryInstruction (for contingency tables) and pmm for meta corrections.
setNumRowsPerBlock(Integer) - Method in class org.apache.sysml.api.mlcontext.FrameMetadata: Set the number of rows per block
setNumRowsPerBlock(Integer) - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata: Set the number of rows per block
setOtherInstructionsInReducer(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setOtherValue(double) - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
setOutputCharacteristicsForGroupedAgg(MatrixCharacteristics, MatrixCharacteristics, JavaPairRDD<MatrixIndexes, MatrixCell>) - Method in class org.apache.sysml.runtime.instructions.spark.ParameterizedBuiltinSPInstruction
setOutputs(byte[]) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Method to set outputs (output indices) for a MapReduce instruction.
setPartitioned(boolean[]) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setPformats(ParForProgramBlock.PDataPartitionFormat[]) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setPsizes(int[]) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setRandInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setReBlockInstructions(String[], String, String, String, String[], byte[], int, int) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setRecordReaderInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setReplication(int) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction: Method to set the replication factor for outputs produced from a MapReduce instruction.
setResults(MLResults) - Method in class org.apache.sysml.api.mlcontext.Script: Set the results of the script execution.
setRows(long) - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
setRowsInBlock(int) - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
setRowsPerBlock(int) - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
setScalar(String, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar boolean to a registered input variable.
setScalar(String, boolean, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar boolean to a registered input variable.
setScalar(String, long) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar long to a registered input variable.
setScalar(String, long, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar long to a registered input variable.
setScalar(String, double) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar double to a registered input variable.
setScalar(String, double, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar double to a registered input variable.
setScalar(String, String) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar string to a registered input variable.
setScalar(String, String, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar string to a registered input variable.
setScalar(String, ScalarObject, boolean) - Method in class org.apache.sysml.api.jmlc.PreparedScript: Binds a scalar object to a registered input variable.
setSchema(List<Expression.ValueType>) - Method in class org.apache.sysml.api.mlcontext.FrameSchema: Set the frame schema
setSchema(Expression.ValueType[]) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Sets the schema of the frame block.
setSchemaAsString(String) - Method in class org.apache.sysml.api.mlcontext.FrameSchema: Set the frame schema, specifying the frame schema as a comma-separated string
setScriptExecutor(ScriptExecutor) - Method in class org.apache.sysml.api.mlcontext.Script: Set the ScriptExecutor used by this Script.
setScriptString(String) - Method in class org.apache.sysml.api.mlcontext.Script: Set the script string.
setScriptType(ScriptType) - Method in class org.apache.sysml.api.mlcontext.Script: Set the type of script (DML or PYDML).
setShuffleInstructions(String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
setSize(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
setSparse(boolean) - Method in class org.apache.sysml.runtime.matrix.data.CSVFileFormatProperties
setSparseMatrixCudaPointer(JCudaObject.CSRPointer) - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Convenience method to directly set the sparse matrix on GPU Make sure to call JCudaObject.setDeviceModify(long) after this to set appropriate state, if you are not sure what you are doing.
setSparsity(double) - Method in class org.apache.sysml.runtime.instructions.spark.RandSPInstruction
setStatistics(boolean) - Method in class org.apache.sysml.api.mlcontext.MLContext: Whether or not statistics of the DML/PYDML program execution should be output to standard output.
setStatistics(boolean) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Whether or not statistics about the DML/PYDML program should be output to standard output.
setStatisticsMaxHeavyHitters(int) - Method in class org.apache.sysml.api.mlcontext.MLContext: Sets the maximum number of heavy hitters that are printed out as part of the statistics.
setStatisticsMaxHeavyHitters(int) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor
setTag(byte) - Method in class org.apache.sysml.runtime.matrix.data.Tagged
setTag(byte) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
setType(Instruction.INSTRUCTION_TYPE) - Method in class org.apache.sysml.runtime.instructions.Instruction
setup(Script) - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Sets the script in the ScriptExecutor, checks that the script has a type and string, sets the ScriptExecutor in the script, sets the script string in the Spark Monitor, and globally sets the script type.
setupJob(JobContext) - Method in class org.apache.sysml.runtime.matrix.data.MultipleOutputCommitter
setupSeedsForRand(long) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen: A matrix of random numbers is generated by using multiple seeds, one for each block.
setupValuePRNG() - Method in class org.apache.sysml.runtime.matrix.data.RandomMatrixGenerator
setUUID(String) - Static method in class org.apache.sysml.api.DMLScript: Used to set master UUID on all nodes (in parfor remote_mr, where DMLScript passed) in order to simplify cleanup of scratch_space and local working dirs.
setValue(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
setValue(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
setValue(double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
setValue(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
setValue(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
setValue(V) - Method in class org.apache.sysml.runtime.matrix.data.Pair
setValueDenseUnsafe(int, int, double) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: This can be only called when you know you have properly allocated spaces for a dense representation and r and c are in the the range of the dimension Note: this function won't keep track of the nozeros
setValues(double[]) - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
setWeight(double) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
SGDNesterovUpdate - Class in org.apache.sysml.udf.lib: Use this class to perform an SGD update with Nesterov momentum in CP.
SGDNesterovUpdate() - Constructor for class org.apache.sysml.udf.lib.SGDNesterovUpdate
SHALLOW_DENSE_ROWWISE_RESHAPE - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
SHALLOW_DENSE_VECTOR_TRANSPOSE - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
sharedMemBytes - Variable in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
shiftColIndices(int) - Method in class org.apache.sysml.runtime.compress.ColGroup
ShiftColumnIndex(long, boolean) - Constructor for class org.apache.sysml.runtime.instructions.spark.AppendGAlignedSPInstruction.ShiftColumnIndex
shiftLeft(int[], double[]) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This function will shift indices from one partition to next in left direction.
ShiftMatrix(MatrixCharacteristics, MatrixCharacteristics, boolean) - Constructor for class org.apache.sysml.runtime.instructions.spark.AppendGSPInstruction.ShiftMatrix
shiftRight(int[], double[]) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixOuterAgg: This function will shift indices from one partition to next in right direction.
showExplanation() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Output a description of the program to standard output.
shutdown() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaKernels: Performs cleanup actions such as unloading the module
size() - Method in class org.apache.sysml.api.jmlc.ResultVariables: Obtain the number of output data held by this ResultVariables object.
size() - Method in class org.apache.sysml.api.MLBlock: Deprecated.
size - Variable in class org.apache.sysml.runtime.compress.cocode.PlanningCoCoder.GroupableColInfo
size - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
size() - Method in class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap
size() - Method in class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap
size() - Method in class org.apache.sysml.runtime.compress.utils.IntArrayList
size() - Method in class org.apache.sysml.runtime.matrix.data.CTableMap
size() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get the number of non-zero values in the sparse block.
size(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get the number of non-zero values in row r.
size(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get the number of non-zeros values in the row range of [rl, ru).
size(int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get the number of non-zeros values in the row and column range of [rl/cl, ru/cu);
size() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
size(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
size(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
size(int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
size() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
size(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
size(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
size(int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
size() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
size(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
size(int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
size(int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
size() - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
SizeEstimationFactors(int, int, int, int, int) - Constructor for class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator.SizeEstimationFactors
SizeEstimatorFactory - Class in org.apache.sysml.runtime.compress.estim
SizeEstimatorFactory() - Constructor for class org.apache.sysml.runtime.compress.estim.SizeEstimatorFactory
sliceOperations(int, int, int, int, CacheBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
sliceOperations(ArrayList<IndexedMatrixValue>, IndexRange, int, int, int, int, int, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
sliceOperations(ArrayList<IndexedMatrixValue>, IndexRange, int, int, int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
sliceOperations(IndexRange, FrameBlock) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
sliceOperations(int, int, int, int, CacheBlock) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: Right indexing operations to slice a subframe out of this frame block.
sliceOperations(ArrayList<Pair<Long, FrameBlock>>, IndexRange, int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
sliceOperations(IndexRange, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
sliceOperations(int, int, int, int, CacheBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Method to perform rangeReIndex operation for a given lower and upper bounds in row and column dimensions.
sliceOperations(ArrayList<IndexedMatrixValue>, IndexRange, int, int, int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
sliceOperations(ArrayList<IndexedMatrixValue>, IndexRange, int, int, int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
sliceOperations(ArrayList<IndexedMatrixValue>, IndexRange, int, int, int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
SMALLEST_FILE_NAME_PER_INPUT - Static variable in class org.apache.sysml.runtime.matrix.CSVReblockMR
sort(MatrixBlock, MatrixBlock, int, boolean, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
sort() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Sort all non-zero value/index pairs of the sparse block by row and column index.
sort(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Sort all non-zero value/index pairs of row r column index.
sort() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
sort(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
sort() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
sort(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
sort() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
sort(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
sort() - Method in class org.apache.sysml.runtime.matrix.data.SparseRow: In-place sort of column-index value pairs in order to allow binary search after constant-time append was used for reading unordered sparse rows.
SORT_DECREASING - Static variable in class org.apache.sysml.runtime.matrix.SortMR
SORT_INDEXES_OFFSETS - Static variable in class org.apache.sysml.runtime.matrix.SortMR
SORT_INSTRUCTION - Static variable in class org.apache.sysml.runtime.matrix.SortMR
SORT_VALUES_BY_LENGTH - Static variable in class org.apache.sysml.runtime.compress.ColGroupValue
sortByVal(JavaPairRDD<MatrixIndexes, MatrixBlock>, long, int) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDSortUtils
sortByVal(JavaPairRDD<MatrixIndexes, MatrixBlock>, JavaPairRDD<MatrixIndexes, MatrixBlock>, long, int) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDSortUtils
sortDataByVal(JavaPairRDD<MatrixIndexes, MatrixBlock>, JavaPairRDD<MatrixIndexes, MatrixBlock>, boolean, long, long, int, int) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDSortUtils
sortDataByValMemSort(JavaPairRDD<MatrixIndexes, MatrixBlock>, JavaPairRDD<MatrixIndexes, MatrixBlock>, boolean, long, long, int, int, SparkExecutionContext, ReorgOperator) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDSortUtils: This function collects and sorts value column in memory and then broadcasts it.
sortIndexesByVal(JavaPairRDD<MatrixIndexes, MatrixBlock>, boolean, long, int) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDSortUtils
SortMR - Class in org.apache.sysml.runtime.matrix: TODO fix issues sortindex mappers
sortOperations(MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
sortOperations(MatrixValue, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
sortSparseRows() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Sorts all existing sparse rows by column indexes.
sortSparseRows(int, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Sorts all existing sparse rows in range [rl,ru) by column indexes.
sortValuesByFrequency() - Method in class org.apache.sysml.runtime.compress.UncompressedBitmap
SP_INST_PREFIX - Static variable in class org.apache.sysml.runtime.instructions.Instruction
sparkExecutionContext - Variable in class org.apache.sysml.api.mlcontext.MLResults
SparkUtils - Class in org.apache.sysml.runtime.instructions.spark.utils
SparkUtils() - Constructor for class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
sparse - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
sparse - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock.SparsityEstimate
sparseBlock - Variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
SparseBlock - Class in org.apache.sysml.runtime.matrix.data: This SparseBlock is an abstraction for different sparse matrix formats.
SparseBlock() - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlock
SparseBlock.Type - Enum in org.apache.sysml.runtime.matrix.data
SparseBlockCOO - Class in org.apache.sysml.runtime.matrix.data: SparseBlock implementation that realizes a traditional 'coordinate matrix' representation, where the entire sparse block is stored as triples in three arrays: row indexes, column indexes, and values, where row indexes and colunm indexes are sorted in order to allow binary search.
SparseBlockCOO(int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
SparseBlockCOO(int, int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
SparseBlockCOO(SparseBlock) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCOO: Copy constructor sparse block abstraction.
SparseBlockCOO(SparseRow[], int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCOO: Copy constructor old sparse row representation.
SparseBlockCSR - Class in org.apache.sysml.runtime.matrix.data: SparseBlock implementation that realizes a traditional 'compressed sparse row' representation, where the entire sparse block is stored as three arrays: ptr of length rlen+1 to store offsets per row, and indexes/values of length nnz to store column indexes and values of non-zero entries.
SparseBlockCSR(int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
SparseBlockCSR(int, int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
SparseBlockCSR(int[], int[], double[], int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
SparseBlockCSR(SparseBlock) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Copy constructor sparse block abstraction.
SparseBlockCSR(SparseRow[], int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Copy constructor old sparse row representation.
SparseBlockCSR(int, int[], int[], double[]) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Copy constructor for COO representation
SparseBlockFactory - Class in org.apache.sysml.runtime.matrix.data
SparseBlockFactory() - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockFactory
SparseBlockMCSR - Class in org.apache.sysml.runtime.matrix.data: SparseBlock implementation that realizes a 'modified compressed sparse row' representation, where each compressed row is stored as a separate SparseRow object which provides flexibility for unsorted row appends without the need for global reshifting of values/indexes but it incurs additional memory overhead per row for object/array headers per row which also slows down memory-bound operations due to higher memory bandwidth requirements.
SparseBlockMCSR(SparseBlock) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR: Copy constructor sparse block abstraction.
SparseBlockMCSR(SparseRow[], boolean) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR: Copy constructor old sparse row representation.
SparseBlockMCSR(int, int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
sparseDenseMatmult(MatrixObject, MatrixObject, MatrixObject, boolean, boolean, int, int, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: * C = op(A) * op(B) where A is sparse and B is dense If A is ultrasparse, B is converted to a sparse matrix and sparseSparseMatmult(MatrixObject, int, int, int, int, int, CSRPointer, CSRPointer) is invoked otherwise A is converted to a dense matrix and denseDenseMatmult(Pointer, int, int, int, int, boolean, boolean, Pointer, Pointer) is invoked.
sparseMatrixDenseVectorMult(MatrixObject, JCudaObject.CSRPointer, Pointer, int, int, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: C = op(A) x B A is a sparse matrix, B is a dense vector
sparseMatrixVectorMult(MatrixObject, int, int, int, int, JCudaObject.CSRPointer, JCudaObject.CSRPointer) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Does a sparse matrix-vector multiply.
SparseRow - Class in org.apache.sysml.runtime.matrix.data
SparseRow() - Constructor for class org.apache.sysml.runtime.matrix.data.SparseRow
SparseRow(int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseRow
SparseRow(int, int) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseRow
SparseRow(SparseRow) - Constructor for class org.apache.sysml.runtime.matrix.data.SparseRow
sparseScalarOperationsInPlace(ScalarOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
sparseScalarOperationsInPlace(ScalarOperator) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
sparseSparseMatmult(MatrixObject, int, int, int, int, int, JCudaObject.CSRPointer, JCudaObject.CSRPointer) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Does a sparse-sparse Matrix multiply C = op(A) x op(B), A, B are sparse matrices
sparseToColumnMajorDense() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: More efficient method to convert sparse to dense but returns dense in column major format
sparseToDense() - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Convert sparse to dense (Performs transpose, use sparseToColumnMajorDense if the kernel can deal with column major format)
sparseToDense() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
sparseUnaryOperationsInPlace(UnaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
sparseUnaryOperationsInPlace(UnaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
SPARSITY_TURN_POINT - Static variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
SparsityEstimate(boolean, long) - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock.SparsityEstimate
SparsityEstimate() - Constructor for class org.apache.sysml.runtime.matrix.data.MatrixBlock.SparsityEstimate
SPInstruction - Class in org.apache.sysml.runtime.instructions.spark
SPInstruction(String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.SPInstruction
SPInstruction(Operator, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.SPInstruction
SPInstruction.SPINSTRUCTION_TYPE - Enum in org.apache.sysml.runtime.instructions.spark
SPInstructionParser - Class in org.apache.sysml.runtime.instructions
SPInstructionParser() - Constructor for class org.apache.sysml.runtime.instructions.SPInstructionParser
start_indexes_h - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
start_indexes_w - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
startAggregation(MatrixValue, MatrixValue, AggregateOperator, int, int, boolean, boolean) - Static method in class org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues
STATISTICS - Static variable in class org.apache.sysml.api.DMLScript
statistics - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
STATISTICS_COUNT - Static variable in class org.apache.sysml.api.DMLScript
statisticsMaxHeavyHitters - Variable in class org.apache.sysml.api.mlcontext.ScriptExecutor
stream - Variable in class org.apache.sysml.runtime.instructions.gpu.context.ExecutionConfig
stride_h - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
stride_w - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
String2CPFileInstructionType - Static variable in class org.apache.sysml.runtime.instructions.CPInstructionParser
String2CPInstructionType - Static variable in class org.apache.sysml.runtime.instructions.CPInstructionParser
String2GPUInstructionType - Static variable in class org.apache.sysml.runtime.instructions.GPUInstructionParser
String2MRInstructionType - Static variable in class org.apache.sysml.runtime.instructions.MRInstructionParser
String2SPInstructionType - Static variable in class org.apache.sysml.runtime.instructions.SPInstructionParser
stringDataFrameToVectorDataFrame(SQLContext, Dataset<Row>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt: Deprecated.
This will be removed in SystemML 1.0. Please migrate to RDDConverterUtilsExt.stringDataFrameToVectorDataFrame(SparkSession, Dataset<Row>)
stringDataFrameToVectorDataFrame(SparkSession, Dataset<Row>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt: Convert a dataframe of comma-separated string rows to a dataframe of ml.linalg.Vector rows.
stringExternalToInputInfo(String) - Static method in class org.apache.sysml.runtime.matrix.data.InputInfo
stringToInputInfo(String) - Static method in class org.apache.sysml.runtime.matrix.data.InputInfo
stringToOutputInfo(String) - Static method in class org.apache.sysml.runtime.matrix.data.OutputInfo
stringToSerializableText(JavaPairRDD<Long, String>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
successful - Variable in class org.apache.sysml.runtime.matrix.JobReturn
sum() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Wrapper method for reduceall-sum of a matrix.
sumAllValues(double[], double[]) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
sumAllValues(KahanFunction, KahanObject) - Method in class org.apache.sysml.runtime.compress.ColGroupValue
sumByKeyStable(JavaPairRDD<MatrixIndexes, MatrixBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils
sumCellsByKeyStable(JavaPairRDD<MatrixIndexes, Double>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils
sumSq() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Wrapper method for reduceall-sumSq of a matrix.
sumStable(JavaPairRDD<MatrixIndexes, MatrixBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils
sumStable(JavaRDD<MatrixBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDAggregateUtils
sumValues(int) - Method in class org.apache.sysml.runtime.compress.ColGroupValue
sumValues(int, KahanFunction, KahanObject) - Method in class org.apache.sysml.runtime.compress.ColGroupValue
sumValues(int, double[]) - Method in class org.apache.sysml.runtime.compress.ColGroupValue
SUPPORTS_SPARSE_OUTPUTS - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
suppressPrint2Stdout() - Static method in class org.apache.sysml.api.DMLScript
symbolTable - Variable in class org.apache.sysml.api.mlcontext.MLResults
SYSTEMML_MINIMUM_SPARK_VERSION - Static variable in class org.apache.sysml.api.mlcontext.MLContext: Minimum Spark version supported by SystemML.

T

tag - Variable in class org.apache.sysml.runtime.matrix.data.Tagged
tag - Variable in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
Tagged<T extends org.apache.hadoop.io.WritableComparable> - Class in org.apache.sysml.runtime.matrix.data
Tagged(T, byte) - Constructor for class org.apache.sysml.runtime.matrix.data.Tagged
Tagged() - Constructor for class org.apache.sysml.runtime.matrix.data.Tagged
TaggedAdaptivePartialBlock - Class in org.apache.sysml.runtime.matrix.data
TaggedAdaptivePartialBlock(AdaptivePartialBlock, byte) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedAdaptivePartialBlock
TaggedAdaptivePartialBlock() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedAdaptivePartialBlock
TaggedFirstSecondIndexes - Class in org.apache.sysml.runtime.matrix.data
TaggedFirstSecondIndexes() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
TaggedFirstSecondIndexes(long, byte, long) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
TaggedFirstSecondIndexes(TaggedFirstSecondIndexes) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
TaggedFirstSecondIndexes.Comparator - Class in org.apache.sysml.runtime.matrix.data: A Comparator optimized for TaggedFirstSecondIndexes.
TaggedFirstSecondIndexes.FirstIndexPartitioner - Class in org.apache.sysml.runtime.matrix.data: Partition based on the first index.
TaggedFirstSecondIndexes.FirstIndexRangePartitioner - Class in org.apache.sysml.runtime.matrix.data: Partition based on the first index.
TaggedFirstSecondIndexes.TagPartitioner - Class in org.apache.sysml.runtime.matrix.data: Partition based on the first index.
TaggedMatrixBlock - Class in org.apache.sysml.runtime.matrix.data
TaggedMatrixBlock(MatrixBlock, byte) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixBlock
TaggedMatrixBlock() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixBlock
TaggedMatrixBlock(TaggedMatrixBlock) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixBlock
TaggedMatrixCell - Class in org.apache.sysml.runtime.matrix.data
TaggedMatrixCell(MatrixCell, byte) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixCell
TaggedMatrixCell() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixCell
TaggedMatrixCell(TaggedMatrixCell) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixCell
TaggedMatrixIndexes - Class in org.apache.sysml.runtime.matrix.data
TaggedMatrixIndexes() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
TaggedMatrixIndexes(MatrixIndexes, byte) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
TaggedMatrixIndexes(TaggedMatrixIndexes) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
TaggedMatrixPackedCell - Class in org.apache.sysml.runtime.matrix.data
TaggedMatrixPackedCell(MatrixPackedCell, byte) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixPackedCell
TaggedMatrixPackedCell() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixPackedCell
TaggedMatrixPackedCell(TaggedMatrixPackedCell) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixPackedCell
TaggedMatrixValue - Class in org.apache.sysml.runtime.matrix.data
TaggedMatrixValue(MatrixValue, byte) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixValue
TaggedMatrixValue() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedMatrixValue
TaggedTripleIndexes - Class in org.apache.sysml.runtime.matrix.data
TaggedTripleIndexes() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
TaggedTripleIndexes(long, long, long, byte) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
TaggedTripleIndexes(TaggedTripleIndexes) - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
TagPartitioner() - Constructor for class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes.TagPartitioner
ternaryOperations(Operator, double, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
ternaryOperations(Operator, double, double, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
ternaryOperations(Operator, MatrixIndexes, double, boolean, int, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
ternaryOperations(Operator, MatrixValue, double, boolean, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
ternaryOperations(Operator, MatrixValue, double, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
ternaryOperations(Operator, MatrixValue, MatrixValue, CTableMap) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
ternaryOperations(Operator, MatrixValue, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
ternaryOperations(Operator, MatrixValue, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
ternaryOperations(Operator, MatrixValue, double, boolean, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
ternaryOperations(Operator, double, double, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
ternaryOperations(Operator, MatrixIndexes, double, boolean, int, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
ternaryOperations(Operator, double, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
ternaryOperations(Operator, double, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: D = ctable(A,v2,W) this <- A; scalarThat <- v2; that2 <- W; result <- D (i1,j1,v1) from input1 (this) (v2) from sclar_input2 (scalarThat) (i3,j3,w) from input3 (that2)
ternaryOperations(Operator, double, double, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: D = ctable(A,v2,w) this <- A; scalar_that <- v2; scalar_that2 <- w; result <- D (i1,j1,v1) from input1 (this) (v2) from sclar_input2 (scalarThat) (w) from scalar_input3 (scalarThat2)
ternaryOperations(Operator, MatrixIndexes, double, boolean, int, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Specific ctable case of ctable(seq(...),X), where X is the only matrix input.
ternaryOperations(Operator, MatrixValue, double, boolean, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: D = ctable(A,B,w) this <- A; that <- B; scalar_that2 <- w; result <- D (i1,j1,v1) from input1 (this) (i1,j1,v2) from input2 (that) (w) from scalar_input3 (scalarThat2) NOTE: This method supports both vectors and matrices.
ternaryOperations(Operator, MatrixValue, double, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: D = ctable(seq,A,w) this <- seq; thatMatrix <- A; thatScalar <- w; result <- D (i1,j1,v1) from input1 (this) (i1,j1,v2) from input2 (that) (w) from scalar_input3 (scalarThat2)
ternaryOperations(Operator, MatrixValue, MatrixValue, CTableMap) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: D = ctable(A,B,W) this <- A; that <- B; that2 <- W; result <- D (i1,j1,v1) from input1 (this) (i1,j1,v2) from input2 (that) (i1,j1,w) from input3 (that2)
ternaryOperations(Operator, MatrixValue, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
ternaryOperations(Operator, MatrixValue, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
ternaryOperations(Operator, MatrixValue, double, boolean, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
ternaryOperations(Operator, double, double, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
ternaryOperations(Operator, MatrixIndexes, double, boolean, int, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
ternaryOperations(Operator, double, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
ternaryOperations(Operator, MatrixValue, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
ternaryOperations(Operator, MatrixValue, double, boolean, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
ternaryOperations(Operator, double, double, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
ternaryOperations(Operator, MatrixIndexes, double, boolean, int, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
ternaryOperations(Operator, double, MatrixValue, CTableMap, MatrixBlock) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
TernarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
TernarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, String, boolean, String, boolean, boolean, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.TernarySPInstruction
TEST_SPARSE_FILTER - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
TEST_SPARSE_INPUT - Static variable in class org.apache.sysml.runtime.matrix.data.LibMatrixDNN
TextCellInputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
TextCellOutputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
textCellToBinaryBlock(JavaSparkContext, JavaPairRDD<LongWritable, Text>, MatrixCharacteristics, Expression.ValueType[]) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
textCellToBinaryBlock(JavaSparkContext, JavaPairRDD<LongWritable, Text>, MatrixCharacteristics, boolean) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtils
textCellToBinaryBlockLongIndex(JavaSparkContext, JavaPairRDD<Long, Text>, MatrixCharacteristics, Expression.ValueType[]) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.FrameRDDConverterUtils
TextCellToRowBlockConverter - Class in org.apache.sysml.runtime.matrix.data
TextCellToRowBlockConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.TextCellToRowBlockConverter
TextToBinaryCellConverter - Class in org.apache.sysml.runtime.matrix.data
TextToBinaryCellConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.TextToBinaryCellConverter
timePhase1 - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
timePhase2 - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
timePhase3 - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
timePhase4 - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock.CompressionStatistics
TimeWrapper - Class in org.apache.sysml.udf.lib: Wrapper class for time invocation time = externalFunction(Integer i) return (Double B) implemented in (classname="org.apache.sysml.udf.lib.TimeWrapper",exectype="mem"); t = time (1); print( "Time in millsecs= " + t);
TimeWrapper() - Constructor for class org.apache.sysml.udf.lib.TimeWrapper
to2DDoubleArray() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a two-dimensional double array
to2DStringArray() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the frame as a two-dimensional String array
toBinaryBlockFrame() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the matrix as a BinaryBlockFrame
toBinaryBlockMatrix() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a BinaryBlockMatrix
toColumnMajorDenseMatrix(cusparseHandle, cublasHandle, int, int) - Method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: Copies this CSR matrix on the GPU to a dense column-major matrix on the GPU.
toDF() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the frame as a DataFrame
toDF() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a DataFrame of doubles with an ID column
toDFDoubleNoIDColumn() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a DataFrame of doubles with no ID column
toDFDoubleWithIDColumn() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a DataFrame of doubles with an ID column
toDFVectorNoIDColumn() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a DataFrame of vectors with no ID column
toDFVectorWithIDColumn() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a DataFrame of vectors with an ID column
toFrameObject() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the frame as a SystemML FrameObject.
toIndexedFrameBlock(Tuple2<Long, FrameBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
toIndexedLong(List<Tuple2<Long, Long>>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
toIndexedMatrixBlock(Tuple2<MatrixIndexes, MatrixBlock>) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
toIndexedMatrixBlock(MatrixIndexes, MatrixBlock) - Static method in class org.apache.sysml.runtime.instructions.spark.utils.SparkUtils
toIntExact(long) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject
toJavaRDDStringCSV() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the frame as a JavaRDD<String> in CSV format
toJavaRDDStringCSV() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a JavaRDD<String> in CSV format
toJavaRDDStringIJV() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the frame as a JavaRDD<String> in IJV format
toJavaRDDStringIJV() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a JavaRDD<String> in IJV format
toMatrixBlock(int, int) - Method in class org.apache.sysml.runtime.matrix.data.CTableMap
toMatrixObject() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a SystemML MatrixObject.
toRDDStringCSV() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the frame as a RDD<String> in CSV format
toRDDStringCSV() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a RDD<String> in CSV format
toRDDStringIJV() - Method in class org.apache.sysml.api.mlcontext.Frame: Obtain the frame as a RDD<String> in IJV format
toRDDStringIJV() - Method in class org.apache.sysml.api.mlcontext.Matrix: Obtain the matrix as a RDD<String> in IJV format
toSeq() - Method in class org.apache.sysml.api.MLBlock: Deprecated.
toString() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockFrame
toString() - Method in class org.apache.sysml.api.mlcontext.BinaryBlockMatrix
toString() - Method in class org.apache.sysml.api.mlcontext.Frame
toString() - Method in class org.apache.sysml.api.mlcontext.FrameMetadata
toString() - Method in class org.apache.sysml.api.mlcontext.Matrix
toString() - Method in class org.apache.sysml.api.mlcontext.MatrixMetadata
toString() - Method in exception org.apache.sysml.api.mlcontext.MLContextException
toString() - Method in class org.apache.sysml.api.mlcontext.MLResults
toString() - Method in class org.apache.sysml.api.mlcontext.ProjectInfo
toString() - Method in class org.apache.sysml.api.mlcontext.Script
toString() - Method in class org.apache.sysml.runtime.compress.cocode.PlanningCoCodingGroup
toString() - Method in class org.apache.sysml.runtime.compress.utils.DblArray
toString() - Method in class org.apache.sysml.runtime.instructions.Instruction
toString() - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
toString() - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.AssignRowIDMRReturn
toString() - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
toString() - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
toString() - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
toString() - Method in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
toString() - Method in class org.apache.sysml.runtime.matrix.data.IJV
toString() - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
toString() - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
toString() - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
toString() - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue.CellIndex
toString() - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
toString() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock
toString() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
toString() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
toString() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
toString() - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
toString() - Method in class org.apache.sysml.runtime.matrix.data.Tagged
toString() - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
toString() - Method in class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
toString() - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
toString() - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
toString() - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
toString() - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
toString() - Method in class org.apache.sysml.runtime.matrix.MatrixCharacteristics
toString() - Method in class org.apache.sysml.runtime.matrix.MatrixDimensionsMetaData
toString() - Method in class org.apache.sysml.runtime.matrix.MetaData
toString() - Method in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
TransformEncodeBuild2Function(MVImputeAgent) - Constructor for class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuild2Function
TransformEncodeBuildFunction(Encoder) - Constructor for class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuildFunction
TransformEncodeGroup2Function(MVImputeAgent) - Constructor for class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroup2Function
TransformEncodeGroupFunction(MultiReturnParameterizedBuiltinSPInstruction.MaxLongAccumulator) - Constructor for class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroupFunction
transpose() - Method in class org.apache.sysml.api.MLMatrix: Deprecated.
transpose(Pointer, int, int, int, int) - Static method in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject: Transposes a dense matrix on the GPU by calling the cublasDgeam operation
transpose(ExecutionContext, MatrixObject, String) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Transposes the input matrix using cublasDgeam
transpose(MatrixBlock, MatrixBlock) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
transpose(MatrixBlock, MatrixBlock, int) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixReorg
TRANSPOSE_INPUT - Static variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
transposeSelfMatrixMultOperations(MatrixBlock, MMTSJ.MMTSJType) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
transposeSelfMatrixMultOperations(MatrixBlock, MMTSJ.MMTSJType, int) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
transposeSelfMatrixMultOperations(MatrixBlock, MMTSJ.MMTSJType) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
transposeSelfMatrixMultOperations(MatrixBlock, MMTSJ.MMTSJType, int) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
TripleIndexes - Class in org.apache.sysml.runtime.matrix.data
TripleIndexes() - Constructor for class org.apache.sysml.runtime.matrix.data.TripleIndexes
TripleIndexes(long, long, long) - Constructor for class org.apache.sysml.runtime.matrix.data.TripleIndexes
TripleIndexes(TripleIndexes) - Constructor for class org.apache.sysml.runtime.matrix.data.TripleIndexes
TripleIndexes.Comparator - Class in org.apache.sysml.runtime.matrix.data
TripleIndexes.FirstTwoIndexesPartitioner - Class in org.apache.sysml.runtime.matrix.data: Partition based on the first and second index.
Tsmm2SPInstruction - Class in org.apache.sysml.runtime.instructions.spark
Tsmm2SPInstruction(Operator, CPOperand, CPOperand, MMTSJ.MMTSJType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.Tsmm2SPInstruction
TsmmSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
TsmmSPInstruction(Operator, CPOperand, CPOperand, MMTSJ.MMTSJType, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.TsmmSPInstruction
type - Variable in class org.apache.sysml.runtime.instructions.Instruction

U

uaggouterchainOperations(MatrixBlock, MatrixBlock, MatrixBlock, BinaryOperator, AggregateUnaryOperator) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
uaggouterchainOperations(MatrixBlock, MatrixBlock, MatrixBlock, BinaryOperator, AggregateUnaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
UaggOuterChainSPInstruction - Class in org.apache.sysml.runtime.instructions.spark: Two types of broadcast variables used -- 1.
UaggOuterChainSPInstruction(BinaryOperator, AggregateUnaryOperator, AggregateOperator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.UaggOuterChainSPInstruction
ULTRA_SPARSITY_TURN_POINT - Static variable in class org.apache.sysml.runtime.matrix.data.MatrixBlock
unaryAggregate(ExecutionContext, MatrixObject, String, AggregateUnaryOperator) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixCUDA: Entry point to perform Unary aggregate operations on the GPU.
unaryAggregateOperations(AggregateUnaryOperator, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroup
unaryAggregateOperations(AggregateUnaryOperator, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC
unaryAggregateOperations(AggregateUnaryOperator, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
unaryAggregateOperations(AggregateUnaryOperator, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
unaryAggregateOperations(AggregateUnaryOperator, MatrixBlock) - Method in class org.apache.sysml.runtime.compress.ColGroupValue
unaryAggregateOperations(AggregateUnaryOperator, MatrixBlock, int, int) - Method in class org.apache.sysml.runtime.compress.ColGroupValue
unaryOperations(UnaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
unaryOperations(UnaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
unaryOperations(MatrixObject, String) - Static method in class org.apache.sysml.runtime.matrix.data.LibCommonsMath
unaryOperations(UnaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
unaryOperations(UnaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
unaryOperations(UnaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
unaryOperations(UnaryOperator, MatrixValue) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
unaryOperationsInPlace(UnaryOperator) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
unaryOperationsInPlace(UnaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
unaryOperationsInPlace(UnaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
unaryOperationsInPlace(UnaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
unaryOperationsInPlace(UnaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
unaryOperationsInPlace(UnaryOperator) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
UnarySPInstruction - Class in org.apache.sysml.runtime.instructions.spark
UnarySPInstruction(Operator, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.UnarySPInstruction
UnarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.UnarySPInstruction
UnarySPInstruction(Operator, CPOperand, CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.UnarySPInstruction
UncompressedBitmap - Class in org.apache.sysml.runtime.compress: Uncompressed representation of one or more columns in bitmap format.
UncompressedBitmap(DblArrayIntListHashMap, int) - Constructor for class org.apache.sysml.runtime.compress.UncompressedBitmap
UncompressedBitmap(DoubleIntListHashMap) - Constructor for class org.apache.sysml.runtime.compress.UncompressedBitmap
UnPaddedOutputFormat<K extends org.apache.hadoop.io.Writable,V extends org.apache.hadoop.io.Writable> - Class in org.apache.sysml.runtime.matrix.data
UnPaddedOutputFormat() - Constructor for class org.apache.sysml.runtime.matrix.data.UnPaddedOutputFormat
UnPaddedOutputFormat.UnpaddedRecordWriter<K extends org.apache.hadoop.io.Writable,V extends org.apache.hadoop.io.Writable> - Class in org.apache.sysml.runtime.matrix.data
UnpaddedRecordWriter(FSDataOutputStream) - Constructor for class org.apache.sysml.runtime.matrix.data.UnPaddedOutputFormat.UnpaddedRecordWriter
updateBinaryAppendOutputMatrixCharacteristics(SparkExecutionContext, boolean) - Method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
updateBinaryMMOutputMatrixCharacteristics(SparkExecutionContext, boolean) - Method in class org.apache.sysml.runtime.instructions.spark.BinarySPInstruction
updateBinaryOutputMatrixCharacteristics(SparkExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
updateInstructionThreadID(String, String) - Method in class org.apache.sysml.runtime.instructions.Instruction: All instructions that have thread-specific filenames or names encoded in it should overwrite this method in order to update (1) the in-memory instruction and (2) the instruction string
updateInstructionThreadID(String, String) - Method in class org.apache.sysml.runtime.instructions.MRJobInstruction
updateSeqIncr(double, double, double) - Static method in class org.apache.sysml.runtime.matrix.data.LibMatrixDatagen
updateUnaryAggOutputMatrixCharacteristics(SparkExecutionContext, IndexFunction) - Method in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
updateUnaryAggOutputMatrixCharacteristics(SparkExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.UaggOuterChainSPInstruction
updateUnaryOutputMatrixCharacteristics(SparkExecutionContext) - Method in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
updateUnaryOutputMatrixCharacteristics(SparkExecutionContext, String, String) - Method in class org.apache.sysml.runtime.instructions.spark.ComputationSPInstruction
urlToMatrixObject(String, URL, MatrixMetadata) - Static method in class org.apache.sysml.api.mlcontext.MLContextConversionUtil: Convert a matrix at a URL to a MatrixObject.
USAGE - Static variable in class org.apache.sysml.api.DMLScript
USE_ACCELERATOR - Static variable in class org.apache.sysml.api.DMLScript
USE_LOCAL_SPARK_CONFIG - Static variable in class org.apache.sysml.api.DMLScript

V

val - Variable in class org.apache.sysml.runtime.instructions.gpu.context.JCudaObject.CSRPointer: double array of non zero values
validateScript() - Method in class org.apache.sysml.api.mlcontext.ScriptExecutor: Semantically validate the program's expressions, statements, and statement blocks in a single recursive pass over the program.
value - Variable in class org.apache.sysml.runtime.compress.utils.DblArrayIntListHashMap.DArrayIListEntry
value - Variable in class org.apache.sysml.runtime.compress.utils.DoubleIntListHashMap.DIListEntry
value - Variable in class org.apache.sysml.runtime.matrix.data.MatrixCell
VALUE_IS_WEIGHT - Static variable in class org.apache.sysml.runtime.matrix.SortMR
valueOf(String) - Static method in enum org.apache.sysml.api.DMLScript.RUNTIME_PLATFORM: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.api.mlcontext.FrameFormat: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.api.mlcontext.MatrixFormat: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.api.mlcontext.MLContext.ExplainLevel: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.api.mlcontext.ScriptType: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.compress.cocode.PlanningCoCoder.PartitionerType: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.compress.ColGroup.CompressionType: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.instructions.gpu.context.GPUObject.EvictionPolicy: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.instructions.gpu.GPUInstruction.GPUINSTRUCTION_TYPE: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.instructions.Instruction.INSTRUCTION_TYPE: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.instructions.spark.SPInstruction.SPINSTRUCTION_TYPE: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt.RDDConverterTypes: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.matrix.data.FileFormatProperties.FileFormat: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.matrix.data.LibMatrixBincell.BinaryAccessType: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.matrix.data.MatrixBlock.BlockType: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.runtime.matrix.data.SparseBlock.Type: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.udf.FunctionParameter.FunctionParameterType: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.udf.Matrix.ValueType: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.apache.sysml.udf.Scalar.ScalarValueType: Returns the enum constant of this type with the specified name.
values() - Static method in enum org.apache.sysml.api.DMLScript.RUNTIME_PLATFORM: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.api.mlcontext.FrameFormat: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.api.mlcontext.MatrixFormat: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.api.mlcontext.MLContext.ExplainLevel: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.api.mlcontext.ScriptType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.compress.cocode.PlanningCoCoder.PartitionerType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.compress.ColGroup.CompressionType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.instructions.gpu.context.GPUObject.EvictionPolicy: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.instructions.gpu.GPUInstruction.GPUINSTRUCTION_TYPE: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.instructions.Instruction.INSTRUCTION_TYPE: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.instructions.spark.SPInstruction.SPINSTRUCTION_TYPE: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.instructions.spark.utils.RDDConverterUtilsExt.RDDConverterTypes: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.matrix.data.FileFormatProperties.FileFormat: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.matrix.data.LibMatrixBincell.BinaryAccessType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.matrix.data.MatrixBlock.BlockType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.runtime.matrix.data.SparseBlock.Type: Returns an array containing the constants of this enum type, in the order they are declared.
values(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlock: Get the array of all non-zero entries in row r, sorted by their column indexes.
values(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO
values() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCOO: Get raw access to underlying array of values For use in GPU code
values(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR
values() - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockCSR: Get raw access to underlying array of values For use in GPU code
values(int) - Method in class org.apache.sysml.runtime.matrix.data.SparseBlockMCSR
values() - Method in class org.apache.sysml.runtime.matrix.data.SparseRow
values() - Static method in enum org.apache.sysml.udf.FunctionParameter.FunctionParameterType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.udf.Matrix.ValueType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.apache.sysml.udf.Scalar.ScalarValueType: Returns an array containing the constants of this enum type, in the order they are declared.
VALUETYPE_PREFIX - Static variable in class org.apache.sysml.runtime.instructions.Instruction
vectAdd(double[], double[], int, int, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
vectAdd(double, double[], char[], int, int, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
vectAdd(double, double[], int, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
vectMultiplyAdd(double, double[], double[], int[], int, int, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
vectMultiplyAdd(double, double[], double[], int, int, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
vectSum(double[], char[], int, int, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
vectSum(double[], int, int) - Static method in class org.apache.sysml.runtime.compress.utils.LinearAlgebraUtils
verifySparkVersionSupported(SparkContext) - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: Check that the Spark version is supported.
version() - Method in class org.apache.sysml.api.mlcontext.MLContext: Obtain the SystemML version number.
version() - Method in class org.apache.sysml.api.mlcontext.ProjectInfo: Obtain the project version from the manifest.

W

W - Variable in class org.apache.sysml.runtime.matrix.data.ConvolutionParameters
weight - Variable in class org.apache.sysml.runtime.matrix.data.WeightedCell
WeightedCell - Class in org.apache.sysml.runtime.matrix.data
WeightedCell() - Constructor for class org.apache.sysml.runtime.matrix.data.WeightedCell
WeightedCellToSortInputConverter - Class in org.apache.sysml.runtime.matrix.data
WeightedCellToSortInputConverter() - Constructor for class org.apache.sysml.runtime.matrix.data.WeightedCellToSortInputConverter
WeightedPair - Class in org.apache.sysml.runtime.matrix.data
WeightedPair() - Constructor for class org.apache.sysml.runtime.matrix.data.WeightedPair
WeightedPairInputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.InputInfo
WeightedPairOutputInfo - Static variable in class org.apache.sysml.runtime.matrix.data.OutputInfo
welcomeMessage() - Static method in class org.apache.sysml.api.mlcontext.MLContextUtil: The SystemML welcome message
write(String, String) - Method in class org.apache.sysml.api.MLMatrix: Deprecated.

Convenient method to write a MLMatrix.
write(DataOutput) - Method in class org.apache.sysml.runtime.compress.ColGroup: Serializes column group to data output.
write(DataOutput) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC1
write(DataOutput) - Method in class org.apache.sysml.runtime.compress.ColGroupDDC2
write(DataOutput) - Method in class org.apache.sysml.runtime.compress.ColGroupOffset
write(DataOutput) - Method in class org.apache.sysml.runtime.compress.ColGroupUncompressed
write(DataOutput) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.BlockRow
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.CSVReblockMR.OffsetCount
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.AdaptivePartialBlock
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixPackedCell
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.PartialBlock
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.Tagged
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.TaggedFirstSecondIndexes
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.TaggedMatrixIndexes
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.TaggedTripleIndexes
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.TripleIndexes
write(K, V) - Method in class org.apache.sysml.runtime.matrix.data.UnPaddedOutputFormat.UnpaddedRecordWriter
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.WeightedCell
write(DataOutput) - Method in class org.apache.sysml.runtime.matrix.data.WeightedPair
WRITE_CACHE_BLKSZ - Static variable in class org.apache.sysml.runtime.compress.ColGroupOffset
WriteCSVMR - Class in org.apache.sysml.runtime.matrix
writeDoubleArray(int, double[]) - Method in interface org.apache.sysml.runtime.matrix.data.MatrixBlockDataOutput: Writes the double array of a dense block to the data output.
writeExternal(ObjectOutput) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock: Redirects the default java serialization via externalizable to our default hadoop writable serialization for efficient broadcast/rdd serialization.
writeExternal(ObjectOutput) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock
writeExternal(ObjectOutput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock: Redirects the default java serialization via externalizable to our default hadoop writable serialization for efficient broadcast/rdd serialization.
writeExternal(ObjectOutput) - Method in class org.apache.sysml.runtime.matrix.data.MatrixIndexes: Redirects the default java serialization via externalizable to our default hadoop writable serialization for consistency/maintainability.
writeSparseRows(int, SparseBlock) - Method in interface org.apache.sysml.runtime.matrix.data.MatrixBlockDataOutput: Writes the sparse rows array of a sparse block to the data output.
WriteSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
WriteSPInstruction(CPOperand, CPOperand, CPOperand, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.WriteSPInstruction

Z

zeroOutOperations(MatrixValue, IndexRange, boolean) - Method in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
zeroOutOperations(MatrixValue, IndexRange, boolean) - Method in class org.apache.sysml.runtime.matrix.data.CM_N_COVCell
zeroOutOperations(FrameBlock, IndexRange, boolean, int, int, int, int) - Method in class org.apache.sysml.runtime.matrix.data.FrameBlock: This function ZERO OUT the data in the slicing window applicable for this block.
zeroOutOperations(MatrixValue, IndexRange, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixBlock
zeroOutOperations(MatrixValue, IndexRange, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixCell
zeroOutOperations(MatrixValue, IndexRange, boolean) - Method in class org.apache.sysml.runtime.matrix.data.MatrixValue
ZipmmSPInstruction - Class in org.apache.sysml.runtime.instructions.spark
ZipmmSPInstruction(Operator, CPOperand, CPOperand, CPOperand, boolean, String, String) - Constructor for class org.apache.sysml.runtime.instructions.spark.ZipmmSPInstruction

_

_activeAM - Static variable in class org.apache.sysml.api.DMLScript
_aggType - Variable in class org.apache.sysml.runtime.instructions.spark.IndexingSPInstruction
_cbind - Variable in class org.apache.sysml.runtime.instructions.spark.AppendMSPInstruction
_cbind - Variable in class org.apache.sysml.runtime.instructions.spark.AppendRSPInstruction
_colGroups - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
_colIndexes - Variable in class org.apache.sysml.runtime.compress.ColGroup: Offsets of the columns that make up the column group.
_colIndexes - Variable in class org.apache.sysml.runtime.compress.ReaderColumnSelection
_data - Variable in class org.apache.sysml.runtime.compress.ColGroupOffset
_data - Variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator
_data - Variable in class org.apache.sysml.runtime.compress.ReaderColumnSelectionDense
_data - Variable in class org.apache.sysml.runtime.compress.ReaderColumnSelectionDenseSample
_dir - Variable in class org.apache.sysml.runtime.matrix.CleanupMR.CleanupMapper
_functionName - Variable in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
_gputype - Variable in class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
_input1 - Variable in class org.apache.sysml.runtime.instructions.gpu.ArithmeticBinaryGPUInstruction
_input2 - Variable in class org.apache.sysml.runtime.instructions.gpu.ArithmeticBinaryGPUInstruction
_lastRow - Variable in class org.apache.sysml.runtime.compress.ReaderColumnSelection
_namespace - Variable in class org.apache.sysml.udf.ExternalFunctionInvocationInstruction
_numRows - Variable in class org.apache.sysml.runtime.compress.ColGroup: Number of rows in the matrix, for use by child classes.
_numRows - Variable in class org.apache.sysml.runtime.compress.estim.CompressedSizeEstimator
_numRows - Variable in class org.apache.sysml.runtime.compress.ReaderColumnSelection
_o - Variable in class org.apache.sysml.udf.BinaryObject
_offset - Variable in class org.apache.sysml.runtime.instructions.spark.AppendMSPInstruction
_optr - Variable in class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
_optr - Variable in class org.apache.sysml.runtime.instructions.spark.SPInstruction
_output - Variable in class org.apache.sysml.runtime.instructions.gpu.ArithmeticBinaryGPUInstruction
_outputs - Variable in class org.apache.sysml.runtime.instructions.spark.MultiReturnParameterizedBuiltinSPInstruction
_ptr - Variable in class org.apache.sysml.runtime.compress.ColGroupOffset: Bitmaps, one per uncompressed value in ColGroupValue._values.
_requiresLabelUpdate - Variable in class org.apache.sysml.runtime.instructions.gpu.GPUInstruction
_requiresLabelUpdate - Variable in class org.apache.sysml.runtime.instructions.spark.SPInstruction
_skiplist - Variable in class org.apache.sysml.runtime.compress.ColGroupOffset
_skipZeros - Variable in class org.apache.sysml.runtime.compress.ReaderColumnSelection
_sptype - Variable in class org.apache.sysml.runtime.instructions.spark.SPInstruction
_stats - Variable in class org.apache.sysml.runtime.compress.CompressedMatrixBlock
_sType - Variable in class org.apache.sysml.udf.Scalar
_suppressPrint2Stdout - Static variable in class org.apache.sysml.api.DMLScript
_uuid - Static variable in class org.apache.sysml.api.DMLScript
_value - Variable in class org.apache.sysml.udf.Scalar
_values - Variable in class org.apache.sysml.runtime.compress.ColGroupValue: Distinct values associated with individual bitmaps.
_zeros - Variable in class org.apache.sysml.runtime.compress.ColGroupOffset

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