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.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 and Description
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.
static ArrayList<Instruction>	JMLCUtils.cleanupRuntimeInstructions(ArrayList<Instruction> insts, 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 and Description
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.
static ArrayList<Instruction>	JMLCUtils.cleanupRuntimeInstructions(ArrayList<Instruction> insts, 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 and 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 and Description
static ArrayList<Instruction>	Recompiler.recompileHopsDag(Hop hop, ExecutionContext ec, RecompileStatus status, boolean inplace, boolean replaceLit, long tid)
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, LopProperties.ExecType et)
static ArrayList<Instruction>	Recompiler.recompileHopsDag2Forced(StatementBlock sb, ArrayList<Hop> hops, long tid, LopProperties.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 and 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 and 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 and 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 and 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 and 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 and 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 and Description
void	ExecutionContext.traceLineage(Instruction inst)

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 and Description
static OptNode	OptTreeConverter.createOptNode(Instruction inst, LocalVariableMap vars, 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 and Description
static boolean	OptTreeConverter.containsSparkInstruction(ArrayList<Instruction> instSet, boolean inclCPFile)
static ArrayList<OptNode>	OptTreeConverter.createOptNodes(ArrayList<Instruction> instset, LocalVariableMap vars, 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 and 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 and 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 and Description
class	AggregateBinaryCPInstruction
class	AggregateTernaryCPInstruction
class	AggregateUnaryCPInstruction
class	AppendCPInstruction
class	BinaryCPInstruction
class	BinaryFrameFrameCPInstruction
class	BinaryFrameMatrixCPInstruction
class	BinaryFrameScalarCPInstruction
class	BinaryMatrixMatrixCPInstruction
class	BinaryMatrixScalarCPInstruction
class	BinaryScalarScalarCPInstruction
class	BinaryTensorTensorCPInstruction
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	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	MatrixAppendCPInstruction
class	MatrixBuiltinNaryCPInstruction
class	MatrixIndexingCPInstruction
class	MMChainCPInstruction
class	MMTSJCPInstruction
class	MultiReturnBuiltinCPInstruction
class	MultiReturnParameterizedBuiltinCPInstruction
class	ParameterizedBuiltinCPInstruction
class	ParamservBuiltinCPInstruction
class	PMMJCPInstruction
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	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 and 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	FunctionCallCPInstruction.preprocessInstruction(ExecutionContext ec)
Instruction	CPInstruction.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 and 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 and Description
class	AggregateBinaryFEDInstruction
class	AggregateUnaryFEDInstruction
class	AppendFEDInstruction
class	BinaryFEDInstruction
class	BinaryMatrixMatrixFEDInstruction
class	BinaryMatrixScalarFEDInstruction
class	ComputationFEDInstruction
class	FEDInstruction
class	InitFEDInstruction
class	MMChainFEDInstruction
class	MultiReturnParameterizedBuiltinFEDInstruction
class	ParameterizedBuiltinFEDInstruction
class	ReorgFEDInstruction
class	TsmmFEDInstruction
class	UnaryFEDInstruction

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

Modifier and Type	Method and Description
static Instruction	FEDInstructionUtils.checkAndReplaceCP(Instruction inst, ExecutionContext ec)
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 and Description
static Instruction	FEDInstructionUtils.checkAndReplaceCP(Instruction inst, ExecutionContext ec)
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 and 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

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

Modifier and Type	Method and 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 and Description
class	AggregateTernarySPInstruction
class	AggregateUnarySPInstruction
class	AppendGAlignedSPInstruction
class	AppendGSPInstruction
class	AppendMSPInstruction
class	AppendRSPInstruction
class	BinaryFrameFrameSPInstruction
class	BinaryFrameMatrixSPInstruction
class	BinaryFrameScalarSPInstruction
class	BinaryMatrixBVectorSPInstruction
class	BinaryMatrixMatrixSPInstruction
class	BinaryMatrixScalarSPInstruction
class	BinarySPInstruction
class	BinaryTensorTensorBroadcastSPInstruction
class	BinaryTensorTensorSPInstruction
class	BinUaggChainSPInstruction
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	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	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	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 and 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 and Description
static boolean	LineageRewriteReuse.executeRewrites(Instruction curr, ExecutionContext ec)
static boolean	LineageCacheConfig.isReusable(Instruction inst, ExecutionContext ec)
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 and Description
static Instruction	PrivacyPropagator.preprocessBinaryCPInstruction(BinaryCPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessBuiltinNary(BuiltinNaryCPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessCPInstructionFineGrained(CPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessExternal(FunctionCallCPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessInstruction(Instruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessInstructionSimple(Instruction inst, ExecutionContext ec) Throw exception if privacy constraints are activated or return instruction if privacy is not activated
static Instruction	PrivacyPropagator.preprocessMultiReturn(ComputationCPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessParameterizedBuiltin(ParameterizedBuiltinCPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessQuaternary(QuaternaryCPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessTernaryCPInstruction(ComputationCPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessUnaryCPInstruction(UnaryCPInstruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessVariableCPInstruction(VariableCPInstruction inst, ExecutionContext ec)

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

Modifier and Type	Method and Description
static void	PrivacyPropagator.postProcessInstruction(Instruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessInstruction(Instruction inst, ExecutionContext ec)
static Instruction	PrivacyPropagator.preprocessInstructionSimple(Instruction inst, ExecutionContext ec) Throw exception if privacy constraints are activated or return instruction if privacy is not activated

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

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

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