Package org.apache.sysds.lops

Class DataGen

java.lang.Object

org.apache.sysds.lops.Lop

org.apache.sysds.lops.DataGen

public class DataGen
extends Lop

Defines a LOP that generates data.

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.sysds.lops.Lop

Lop.SimpleInstType, Lop.Type, Lop.VisitStatus

Field Summary

Fields

Modifier and Type	Field	Description
static String	FRAME_OPCODE
static String	RAND_OPCODE
static String	SAMPLE_OPCODE
static String	SEQ_OPCODE
static String	SINIT_OPCODE
static String	TIME_OPCODE

Fields inherited from class org.apache.sysds.lops.Lop

_beginColumn, _beginLine, _endColumn, _endLine, _filename, CP_CHILD_THREAD, CP_ROOT_THREAD_ID, DATATYPE_PREFIX, FILE_SEPARATOR, FRAME_VAR_NAME_PREFIX, INSTRUCTION_DELIMITOR, LITERAL_PREFIX, MATRIX_VAR_NAME_PREFIX, NAME_VALUE_SEPARATOR, OPERAND_DELIMITOR, PROCESS_PREFIX, SCALAR_VAR_NAME_PREFIX, UPDATE_INPLACE_PREFIX, VALUETYPE_PREFIX, VARIABLE_NAME_PLACEHOLDER

Constructor Summary

Constructors

Constructor	Description
DataGen(Types.OpOpDG op, DataIdentifier id, HashMap<String,Lop> inputParametersLops, String baseDir, Types.DataType dt, Types.ValueType vt, Types.ExecType et)	Creates a new Rand-LOP.

Method Summary

Modifier and Type	Method	Description
Types.OpOpDG	getDataGenMethod()
String	getInstructions(String output)	Function to generate CP/SP instructions for data generation via Rand and Seq.
void	init(DataIdentifier id, String baseDir, Types.ExecType et)
void	setNumThreads(int k)
String	toString()	Method to have Lops print their state.

Methods inherited from class org.apache.sysds.lops.Lop

activatePrefetch, addInput, addOutput, addToDag, createReachable, getAggType, getBeginColumn, getBeginLine, getBroadcastInput, getComputeEstimate, getDataType, getEndColumn, getEndLine, getExecType, getFederatedOutput, getFilename, getID, getInput, getInputs, getInstructions, getInstructions, getInstructions, getInstructions, getInstructions, getInstructions, getInstructions, getInstructions, getInstructions, getInstructions, getInstructions, getLevel, getNnz, getNumCols, getNumRows, getOutputMemoryEstimate, getOutputParameters, getOutputs, getPrivacyConstraint, getProducesIntermediateOutput, getReachable, getSimpleInstructionType, getTotalMemoryEstimate, getType, getValueType, getVisited, isAllOutputsCP, isAllOutputsGPU, isAsynchronousOp, isDataExecLocation, isExecCP, isExecGPU, isExecSpark, isVariable, isVisited, prefetchActivated, prepInputOperand, prepInputOperand, prepOperand, prepOperand, prepOutputOperand, prepOutputOperand, prepOutputOperand, prepScalarInputOperand, prepScalarInputOperand, prepScalarLabel, prepScalarOperand, printErrorLocation, removeConsumer, removeInput, removeOutput, replaceAllInputs, replaceAllOutputs, replaceInput, resetVisitStatus, setAllPositions, setAsynchronous, setBeginColumn, setBeginLine, setComputeEstimate, setConsumerCount, setDataType, setEndColumn, setEndLine, setExecType, setFederatedOutput, setFilename, setMemoryEstimates, setNewID, setPrivacyConstraint, setValueType, setVisited, setVisited

Methods inherited from class java.lang.Object

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

Field Detail

RAND_OPCODE

public static final String RAND_OPCODE

See Also:

Constant Field Values

SEQ_OPCODE

public static final String SEQ_OPCODE

See Also:

Constant Field Values

SINIT_OPCODE

public static final String SINIT_OPCODE

See Also:

Constant Field Values

SAMPLE_OPCODE

public static final String SAMPLE_OPCODE

See Also:

Constant Field Values

TIME_OPCODE

public static final String TIME_OPCODE

See Also:

Constant Field Values

FRAME_OPCODE

public static final String FRAME_OPCODE

See Also:

Constant Field Values

Constructor Detail

DataGen

public DataGen(Types.OpOpDG op,
               DataIdentifier id,
               HashMap<String,Lop> inputParametersLops,
               String baseDir,
               Types.DataType dt,
               Types.ValueType vt,
               Types.ExecType et)

Creates a new Rand-LOP. The target identifier has to hold the dimensions of the new random object.

Parameters:

op - data gen method

id - target identifier

inputParametersLops - Lops of input parameters

baseDir - base dir for runtime

dt - Data type

vt - Value type

et - Execution type

Method Detail

getDataGenMethod

public Types.OpOpDG getDataGenMethod()

init

public void init(DataIdentifier id,
                 String baseDir,
                 Types.ExecType et)

getInstructions

public String getInstructions(String output)

Function to generate CP/SP instructions for data generation via Rand and Seq. Since DataGen Lop can have many inputs, ONLY the output variable name is passed from piggybacking as the function argument output.

Overrides:

getInstructions in class Lop

Parameters:

output - output

Returns:

instructions as string

toString

public String toString()

Description copied from class: Lop

Method to have Lops print their state. This is for debugging purposes.

Specified by:

toString in class Lop

setNumThreads

public void setNumThreads(int k)