Uses of Class
org.apache.sysds.runtime.instructions.Instruction

Packages that use Instruction

Package	Description
org.apache.sysds.api.jmlc
org.apache.sysds.hops.codegen
org.apache.sysds.hops.recompile
org.apache.sysds.lops.compile
org.apache.sysds.runtime.controlprogram
org.apache.sysds.runtime.controlprogram.context
org.apache.sysds.runtime.controlprogram.federated
org.apache.sysds.runtime.controlprogram.parfor.opt
org.apache.sysds.runtime.instructions
org.apache.sysds.runtime.instructions.cp
org.apache.sysds.runtime.instructions.cpfile
org.apache.sysds.runtime.instructions.fed
org.apache.sysds.runtime.instructions.gpu
org.apache.sysds.runtime.instructions.spark
org.apache.sysds.runtime.lineage
org.apache.sysds.runtime.privacy.propagation
org.apache.sysds.runtime.util
org.apache.sysds.utils

Uses of Instruction in org.apache.sysds.api.jmlc

Methods in org.apache.sysds.api.jmlc that return types with arguments of type Instruction

Modifier and Type	Method	Description
static ArrayList<Instruction>	JMLCUtils.cleanupRuntimeInstructions(ArrayList<Instruction> insts, String... outputs)	Cleanup runtime instructions, removing rmvar instructions for any of the given output variable names.
static ArrayList<Instruction>	JMLCUtils.cleanupRuntimeInstructions(ArrayList<Instruction> insts, HashSet<String> outputs)	Cleanup runtime instructions, removing rmvar instructions for any of the given output variable names.

Method parameters in org.apache.sysds.api.jmlc with type arguments of type Instruction

Modifier and Type	Method	Description
static ArrayList<Instruction>	JMLCUtils.cleanupRuntimeInstructions(ArrayList<Instruction> insts, String... outputs)	Cleanup runtime instructions, removing rmvar instructions for any of the given output variable names.
static ArrayList<Instruction>	JMLCUtils.cleanupRuntimeInstructions(ArrayList<Instruction> insts, HashSet<String> outputs)	Cleanup runtime instructions, removing rmvar instructions for any of the given output variable names.

Uses of Instruction in org.apache.sysds.hops.codegen

Methods in org.apache.sysds.hops.codegen that return types with arguments of type Instruction

Modifier and Type	Method	Description
static ArrayList<Instruction>	SpoofCompiler.generateCodeFromHopDAGsToInst(Hop root)
static ArrayList<Instruction>	SpoofCompiler.generateCodeFromHopDAGsToInst(StatementBlock sb, ArrayList<Hop> roots)

Uses of Instruction in org.apache.sysds.hops.recompile

Methods in org.apache.sysds.hops.recompile that return types with arguments of type Instruction

Modifier and Type	Method	Description
static ArrayList<Instruction>	Recompiler.recompileHopsDag(Hop hop, LocalVariableMap vars, RecompileStatus status, boolean inplace, boolean replaceLit, long tid)
static ArrayList<Instruction>	Recompiler.recompileHopsDag(StatementBlock sb, ArrayList<Hop> hops, ExecutionContext ec, RecompileStatus status, boolean inplace, boolean replaceLit, long tid)
static ArrayList<Instruction>	Recompiler.recompileHopsDag(StatementBlock sb, ArrayList<Hop> hops, LocalVariableMap vars, RecompileStatus status, boolean inplace, boolean replaceLit, long tid)
static ArrayList<Instruction>	Recompiler.recompileHopsDag2Forced(Hop hop, long tid, Types.ExecType et)
static ArrayList<Instruction>	Recompiler.recompileHopsDag2Forced(StatementBlock sb, ArrayList<Hop> hops, long tid, Types.ExecType et)
static ArrayList<Instruction>	Recompiler.recompileHopsDagInstructions(Hop hop)
static ArrayList<Instruction>	Recompiler.recompileHopsDagInstructions(StatementBlock sb, ArrayList<Hop> hops)

Uses of Instruction in org.apache.sysds.lops.compile

Methods in org.apache.sysds.lops.compile that return types with arguments of type Instruction

Modifier and Type	Method	Description
ArrayList<Instruction>	Dag.getJobs(StatementBlock sb, DMLConfig config)	Method to compile a dag generically

Uses of Instruction in org.apache.sysds.runtime.controlprogram

Methods in org.apache.sysds.runtime.controlprogram that return Instruction

Modifier and Type	Method	Description
Instruction	ProgramBlock.getExitInstruction()
Instruction	BasicProgramBlock.getInstruction(int i)

Methods in org.apache.sysds.runtime.controlprogram that return types with arguments of type Instruction

Modifier and Type	Method	Description
ArrayList<Instruction>	ForProgramBlock.getFromInstructions()
ArrayList<Instruction>	ForProgramBlock.getIncrementInstructions()
ArrayList<Instruction>	BasicProgramBlock.getInstructions()
ArrayList<Instruction>	IfProgramBlock.getPredicate()
ArrayList<Instruction>	WhileProgramBlock.getPredicate()
ArrayList<Instruction>	ForProgramBlock.getToInstructions()

Methods in org.apache.sysds.runtime.controlprogram with parameters of type Instruction

Modifier and Type	Method	Description
void	BasicProgramBlock.addInstruction(Instruction inst)
void	ProgramBlock.setExitInstruction(Instruction rmVar)

Method parameters in org.apache.sysds.runtime.controlprogram with type arguments of type Instruction

Modifier and Type	Method	Description
void	BasicProgramBlock.addInstructions(ArrayList<Instruction> inst)
ScalarObject	ProgramBlock.executePredicate(ArrayList<Instruction> inst, Hop hops, boolean requiresRecompile, Types.ValueType retType, ExecutionContext ec)	Executes given predicate instructions (incl recompilation if required)
void	ForProgramBlock.setFromInstructions(ArrayList<Instruction> instructions)
void	ForProgramBlock.setIncrementInstructions(ArrayList<Instruction> instructions)
void	BasicProgramBlock.setInstructions(ArrayList<Instruction> inst)
void	IfProgramBlock.setPredicate(ArrayList<Instruction> predicate)
void	WhileProgramBlock.setPredicate(ArrayList<Instruction> predicate)
void	ForProgramBlock.setToInstructions(ArrayList<Instruction> instructions)

Constructor parameters in org.apache.sysds.runtime.controlprogram with type arguments of type Instruction

Constructor	Description
IfProgramBlock(Program prog, ArrayList<Instruction> predicate)
WhileProgramBlock(Program prog, ArrayList<Instruction> predicate)

Uses of Instruction in org.apache.sysds.runtime.controlprogram.context

Methods in org.apache.sysds.runtime.controlprogram.context with parameters of type Instruction

Modifier and Type	Method	Description
void	ExecutionContext.maintainLineageDebuggerInfo(Instruction inst)
void	ExecutionContext.traceLineage(Instruction inst)

Uses of Instruction in org.apache.sysds.runtime.controlprogram.federated

Methods in org.apache.sysds.runtime.controlprogram.federated with parameters of type Instruction

Modifier and Type	Method	Description
void	FederatedWorkloadAnalyzer.incrementWorkload(ExecutionContext ec, long tid, Instruction ins)

Uses of Instruction in org.apache.sysds.runtime.controlprogram.parfor.opt

Methods in org.apache.sysds.runtime.controlprogram.parfor.opt with parameters of type Instruction

Modifier and Type	Method	Description
static OptNode	OptTreeConverter.createOptNode(Instruction inst, LocalVariableMap vars, OptTreePlanMappingRuntime rtMap, boolean storeObjs)
long	OptTreePlanMappingRuntime.putMapping(Instruction inst, OptNode n)

Method parameters in org.apache.sysds.runtime.controlprogram.parfor.opt with type arguments of type Instruction

Modifier and Type	Method	Description
static boolean	OptTreeConverter.containsSparkInstruction(ArrayList<Instruction> instSet, boolean inclCPFile)
static ArrayList<OptNode>	OptTreeConverter.createOptNodes(ArrayList<Instruction> instset, LocalVariableMap vars, OptTreePlanMappingRuntime rtMap, boolean storeObjs)

Uses of Instruction in org.apache.sysds.runtime.instructions

Methods in org.apache.sysds.runtime.instructions that return Instruction

Modifier and Type	Method	Description
static Instruction[]	InstructionParser.parseMixedInstructions(String str)
static Instruction	InstructionParser.parseSingleInstruction(String str)
Instruction	Instruction.preprocessInstruction(ExecutionContext ec)	This method should be used for any setup before executing this instruction.

Methods in org.apache.sysds.runtime.instructions with parameters of type Instruction

Modifier and Type	Method	Description
void	Instruction.setLocation(Instruction oldInst)

Uses of Instruction in org.apache.sysds.runtime.instructions.cp

Subclasses of Instruction in org.apache.sysds.runtime.instructions.cp

Modifier and Type	Class	Description
class	AggregateBinaryCPInstruction
class	AggregateTernaryCPInstruction
class	AggregateUnaryCPInstruction
class	AppendCPInstruction
class	BinaryCPInstruction
class	BinaryFrameFrameCPInstruction
class	BinaryFrameMatrixCPInstruction
class	BinaryMatrixMatrixCPInstruction
class	BinaryMatrixScalarCPInstruction
class	BinaryScalarScalarCPInstruction
class	BinaryTensorTensorCPInstruction
class	BroadcastCPInstruction
class	BuiltinNaryCPInstruction	Instruction to handle a variable number of input operands.
class	CentralMomentCPInstruction
class	CompressionCPInstruction
class	ComputationCPInstruction
class	CovarianceCPInstruction
class	CPInstruction
class	CtableCPInstruction
class	DataGenCPInstruction
class	DeCompressionCPInstruction
class	DnnCPInstruction
class	EvalNaryCPInstruction	Eval built-in function instruction Note: it supports only single matrix[double] output
class	FrameAppendCPInstruction
class	FrameIndexingCPInstruction
class	FunctionCallCPInstruction
class	IndexingCPInstruction
class	ListAppendRemoveCPInstruction
class	ListIndexingCPInstruction
class	LocalCPInstruction	A simple instruction that take whatever input it is and return it as a local matrix.
class	MatrixAppendCPInstruction
class	MatrixBuiltinNaryCPInstruction
class	MatrixIndexingCPInstruction
class	MMChainCPInstruction
class	MMTSJCPInstruction
class	MultiReturnBuiltinCPInstruction
class	MultiReturnParameterizedBuiltinCPInstruction
class	ParameterizedBuiltinCPInstruction
class	ParamservBuiltinCPInstruction
class	PMMJCPInstruction
class	PrefetchCPInstruction
class	QuantilePickCPInstruction
class	QuantileSortCPInstruction	This class supports two variants of sort operation on a 1-dimensional input matrix.
class	QuaternaryCPInstruction
class	ReorgCPInstruction
class	ReshapeCPInstruction
class	ScalarAppendCPInstruction
class	ScalarBuiltinNaryCPInstruction	The ScalarBuiltinMultipleCPInstruction class is responsible for printf-style Java-based string formatting.
class	SpoofCPInstruction
class	SqlCPInstruction
class	StringInitCPInstruction
class	TernaryCPInstruction
class	TernaryFrameScalarCPInstruction
class	UaggOuterChainCPInstruction
class	UnaryCPInstruction
class	UnaryFrameCPInstruction
class	UnaryMatrixCPInstruction
class	UnaryScalarCPInstruction
class	VariableCPInstruction

Methods in org.apache.sysds.runtime.instructions.cp that return Instruction

Modifier and Type	Method	Description
static Instruction	VariableCPInstruction.prepareCopyInstruction(String srcVar, String destVar)
static Instruction	VariableCPInstruction.prepareRemoveInstruction(long... varName)
static Instruction	VariableCPInstruction.prepareRemoveInstruction(String... varNames)
static Instruction	VariableCPInstruction.prepCreatevarInstruction(String varName, String fileName, boolean fNameOverride, String format)
static Instruction	VariableCPInstruction.prepCreatevarInstruction(String varName, String fileName, boolean fNameOverride, Types.DataType dt, String format, DataCharacteristics mc, MatrixObject.UpdateType update)
static Instruction	VariableCPInstruction.prepCreatevarInstruction(String varName, String fileName, boolean fNameOverride, Types.DataType dt, String format, DataCharacteristics mc, MatrixObject.UpdateType update, boolean hasHeader, String delim, boolean sparse)
static Instruction	VariableCPInstruction.prepMoveInstruction(String srcVar, String destVar)
static Instruction	VariableCPInstruction.prepMoveInstruction(String srcVar, String destFileName, String format)
Instruction	CPInstruction.preprocessInstruction(ExecutionContext ec)
Instruction	FunctionCallCPInstruction.preprocessInstruction(ExecutionContext ec)

Uses of Instruction in org.apache.sysds.runtime.instructions.cpfile

Subclasses of Instruction in org.apache.sysds.runtime.instructions.cpfile

Modifier and Type	Class	Description
class	MatrixIndexingCPFileInstruction	This instruction is used if a single partition is too large to fit in memory.

Uses of Instruction in org.apache.sysds.runtime.instructions.fed

Subclasses of Instruction in org.apache.sysds.runtime.instructions.fed

Modifier and Type	Class	Description
class	AggregateBinaryFEDInstruction
class	AggregateTernaryFEDInstruction
class	AggregateUnaryFEDInstruction
class	AppendFEDInstruction
class	BinaryFEDInstruction
class	BinaryMatrixMatrixFEDInstruction
class	BinaryMatrixScalarFEDInstruction
class	CastFEDInstruction
class	CentralMomentFEDInstruction
class	ComputationFEDInstruction
class	CovarianceFEDInstruction
class	CtableFEDInstruction
class	CumulativeOffsetFEDInstruction
class	FEDInstruction
class	IndexingFEDInstruction
class	InitFEDInstruction
class	MMChainFEDInstruction
class	MMFEDInstruction
class	MultiReturnParameterizedBuiltinFEDInstruction
class	ParameterizedBuiltinFEDInstruction
class	QuantilePickFEDInstruction
class	QuantileSortFEDInstruction
class	QuaternaryFEDInstruction
class	QuaternaryWCeMMFEDInstruction
class	QuaternaryWDivMMFEDInstruction
class	QuaternaryWSigmoidFEDInstruction
class	QuaternaryWSLossFEDInstruction
class	QuaternaryWUMMFEDInstruction
class	ReblockFEDInstruction
class	ReorgFEDInstruction
class	ReshapeFEDInstruction
class	SpoofFEDInstruction
class	TernaryFEDInstruction
class	TernaryFrameScalarFEDInstruction
class	TsmmFEDInstruction
class	UnaryFEDInstruction
class	UnaryMatrixFEDInstruction
class	VariableFEDInstruction

Methods in org.apache.sysds.runtime.instructions.fed that return Instruction

Modifier and Type	Method	Description
static Instruction	FEDInstructionUtils.checkAndReplaceCP(Instruction inst, ExecutionContext ec)	Check and replace CP instructions with federated instructions if the instruction match criteria.
static Instruction	FEDInstructionUtils.checkAndReplaceSP(Instruction inst, ExecutionContext ec)
Instruction	FEDInstruction.preprocessInstruction(ExecutionContext ec)

Methods in org.apache.sysds.runtime.instructions.fed with parameters of type Instruction

Modifier and Type	Method	Description
static Instruction	FEDInstructionUtils.checkAndReplaceCP(Instruction inst, ExecutionContext ec)	Check and replace CP instructions with federated instructions if the instruction match criteria.
static Instruction	FEDInstructionUtils.checkAndReplaceSP(Instruction inst, ExecutionContext ec)

Uses of Instruction in org.apache.sysds.runtime.instructions.gpu

Subclasses of Instruction in org.apache.sysds.runtime.instructions.gpu

Modifier and Type	Class	Description
class	AggregateBinaryGPUInstruction
class	AggregateUnaryGPUInstruction	Implements aggregate unary instructions for CUDA
class	ArithmeticBinaryGPUInstruction
class	BuiltinBinaryGPUInstruction
class	BuiltinUnaryGPUInstruction
class	DnnGPUInstruction
class	GPUInstruction
class	MatrixAppendGPUInstruction	Implements the cbind and rbind functions for matrices
class	MatrixBuiltinGPUInstruction
class	MatrixIndexingGPUInstruction
class	MatrixMatrixArithmeticGPUInstruction
class	MatrixMatrixAxpyGPUInstruction
class	MatrixMatrixBuiltinGPUInstruction
class	MatrixMatrixRelationalBinaryGPUInstruction
class	MatrixReshapeGPUInstruction
class	MMTSJGPUInstruction
class	RelationalBinaryGPUInstruction
class	ReorgGPUInstruction
class	ScalarMatrixArithmeticGPUInstruction
class	ScalarMatrixBuiltinGPUInstruction
class	ScalarMatrixRelationalBinaryGPUInstruction
class	SpoofCUDAInstruction

Methods in org.apache.sysds.runtime.instructions.gpu that return Instruction

Modifier and Type	Method	Description
Instruction	GPUInstruction.preprocessInstruction(ExecutionContext ec)

Uses of Instruction in org.apache.sysds.runtime.instructions.spark

Subclasses of Instruction in org.apache.sysds.runtime.instructions.spark

Modifier and Type	Class	Description
class	AggregateBinarySPInstruction	Class to group the different MM SPInstructions together.
class	AggregateTernarySPInstruction
class	AggregateUnarySketchSPInstruction
class	AggregateUnarySPInstruction
class	AppendGAlignedSPInstruction
class	AppendGSPInstruction
class	AppendMSPInstruction
class	AppendRSPInstruction
class	AppendSPInstruction	Class to group the different append SPInstructions together.
class	BinaryFrameFrameSPInstruction
class	BinaryFrameMatrixSPInstruction
class	BinaryMatrixBVectorSPInstruction
class	BinaryMatrixMatrixSPInstruction
class	BinaryMatrixScalarSPInstruction
class	BinarySPInstruction
class	BinaryTensorTensorBroadcastSPInstruction
class	BinaryTensorTensorSPInstruction
class	BinUaggChainSPInstruction	Instruction that performs res = X / rowsum(x)
class	BuiltinNarySPInstruction
class	CastSPInstruction
class	CentralMomentSPInstruction
class	CheckpointSPInstruction
class	CompressionSPInstruction
class	ComputationSPInstruction
class	CovarianceSPInstruction
class	CpmmSPInstruction	Cpmm: cross-product matrix multiplication operation (distributed matrix multiply by join over common dimension and subsequent aggregation of partial results).
class	CSVReblockSPInstruction
class	CtableSPInstruction
class	CumulativeAggregateSPInstruction
class	CumulativeOffsetSPInstruction
class	DeCompressionSPInstruction
class	DnnSPInstruction
class	FrameAppendMSPInstruction
class	FrameAppendRSPInstruction
class	FrameIndexingSPInstruction	This class implements the frame indexing functionality inside Spark.
class	IndexingSPInstruction	This class implements the matrix indexing functionality inside Spark.
class	LIBSVMReblockSPInstruction
class	MapmmChainSPInstruction
class	MapmmSPInstruction
class	MatrixAppendMSPInstruction
class	MatrixAppendRSPInstruction
class	MatrixIndexingSPInstruction	This class implements the matrix indexing functionality inside CP.
class	MatrixReshapeSPInstruction
class	MultiReturnParameterizedBuiltinSPInstruction
class	ParameterizedBuiltinSPInstruction
class	PMapmmSPInstruction	This pmapmm matrix multiplication instruction is still experimental not integrated in automatic operator selection yet.
class	PmmSPInstruction
class	QuantilePickSPInstruction
class	QuantileSortSPInstruction	This class supports two variants of sort operation on a 1-dimensional input matrix.
class	QuaternarySPInstruction
class	RandSPInstruction
class	ReblockSPInstruction
class	ReorgSPInstruction
class	RmmSPInstruction
class	SPInstruction
class	SpoofSPInstruction
class	TernaryFrameScalarSPInstruction
class	TernarySPInstruction
class	Tsmm2SPInstruction
class	TsmmSPInstruction
class	UaggOuterChainSPInstruction	Two types of broadcast variables used -- 1.
class	UnaryFrameSPInstruction
class	UnaryMatrixSPInstruction
class	UnarySPInstruction
class	WriteSPInstruction
class	ZipmmSPInstruction

Methods in org.apache.sysds.runtime.instructions.spark that return Instruction

Modifier and Type	Method	Description
Instruction	SPInstruction.preprocessInstruction(ExecutionContext ec)

Uses of Instruction in org.apache.sysds.runtime.lineage

Methods in org.apache.sysds.runtime.lineage with parameters of type Instruction

Modifier and Type	Method	Description
static boolean	LineageRewriteReuse.executeRewrites(Instruction curr, ExecutionContext ec)
static boolean	LineageCacheConfig.isOutputFederated(Instruction inst, Data data)
static boolean	LineageCacheConfig.isReusable(Instruction inst, ExecutionContext ec)
static void	LineageDebugger.maintainSpecialValueBits(Lineage lineage, Instruction inst, ExecutionContext ec)
static void	LineageEstimator.processSingleInst(Instruction inst, ExecutionContext ec, long starttime)
static void	LineageCache.putMatrix(Instruction inst, ExecutionContext ec, long computetime)
static void	LineageCache.putValue(Instruction inst, ExecutionContext ec, long starttime)
static boolean	LineageCache.reuse(Instruction inst, ExecutionContext ec)
void	Lineage.trace(Instruction inst, ExecutionContext ec)
void	LineageMap.trace(Instruction inst, ExecutionContext ec)

Uses of Instruction in org.apache.sysds.runtime.privacy.propagation

Methods in org.apache.sysds.runtime.privacy.propagation that return Instruction

Modifier and Type	Method	Description
static Instruction	PrivacyPropagator.preprocessInstruction(Instruction inst, ExecutionContext ec)	Propagate privacy constraints from input to output CPOperands in case the privacy constraints of the input are activated.

Methods in org.apache.sysds.runtime.privacy.propagation with parameters of type Instruction

Modifier and Type	Method	Description
static void	PrivacyPropagator.postProcessInstruction(Instruction inst, ExecutionContext ec)	Propagate privacy constraints to output variables based on privacy constraint of CPOperand output in instruction which has been set during privacy propagation preprocessing.
static Instruction	PrivacyPropagator.preprocessInstruction(Instruction inst, ExecutionContext ec)	Propagate privacy constraints from input to output CPOperands in case the privacy constraints of the input are activated.

Uses of Instruction in org.apache.sysds.runtime.util

Methods in org.apache.sysds.runtime.util that return Instruction

Modifier and Type	Method	Description
static Instruction	ProgramConverter.cloneInstruction(Instruction oInst, long pid, boolean plain, boolean cpFunctions)

Methods in org.apache.sysds.runtime.util that return types with arguments of type Instruction

Modifier and Type	Method	Description
static ArrayList<Instruction>	ProgramConverter.createDeepCopyInstructionSet(ArrayList<Instruction> instSet, long pid, int IDPrefix, Program prog, Set<String> fnStack, Set<String> fnCreated, boolean plain, boolean cpFunctions)	Creates a deep copy of an array of instructions and replaces the placeholders of parworker IDs with the concrete IDs of this parfor instance.

Methods in org.apache.sysds.runtime.util with parameters of type Instruction

Modifier and Type	Method	Description
static Instruction	ProgramConverter.cloneInstruction(Instruction oInst, long pid, boolean plain, boolean cpFunctions)

Method parameters in org.apache.sysds.runtime.util with type arguments of type Instruction

Modifier and Type	Method	Description
static ArrayList<Instruction>	ProgramConverter.createDeepCopyInstructionSet(ArrayList<Instruction> instSet, long pid, int IDPrefix, Program prog, Set<String> fnStack, Set<String> fnCreated, boolean plain, boolean cpFunctions)	Creates a deep copy of an array of instructions and replaces the placeholders of parworker IDs with the concrete IDs of this parfor instance.

Uses of Instruction in org.apache.sysds.utils

Methods in org.apache.sysds.utils with parameters of type Instruction

Modifier and Type	Method	Description
static String	Explain.explain(Instruction inst)
static String	Statistics.getCPHeavyHitterCode(Instruction inst)

Method parameters in org.apache.sysds.utils with type arguments of type Instruction

Modifier and Type	Method	Description
static String	Explain.explain(ArrayList<Instruction> inst)
static String	Explain.explain(ArrayList<Instruction> inst, int level)