Package org.gridgain.ml.model

Class MlSimpleJobParameters<I>

java.lang.Object

org.gridgain.ml.model.ModelInfo

org.gridgain.ml.model.MlJobParameters

org.gridgain.ml.model.MlSimpleJobParameters<I>

All Implemented Interfaces:

Serializable

Direct Known Subclasses:

MlColocatedJobParameters

public class MlSimpleJobParameters<I>
extends MlJobParameters

Machine Learning Job parameters for simple prediction operations. This class handles single input prediction operations.

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MlSimpleJobParameters.Builder<I>	Builder for MlSimpleJobParameters.

Nested classes/interfaces inherited from class org.gridgain.ml.model.MlJobParameters

MlJobParameters.OperationType

Nested classes/interfaces inherited from class org.gridgain.ml.model.ModelInfo

ModelInfo.ModelStatus

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	MlSimpleJobParameters(MlSimpleJobParameters.Builder<I> builder)	Private constructor for builder pattern.

Method Summary

Modifier and Type	Method	Description
static <I> MlSimpleJobParameters.Builder<I>	builder()	Creates a new builder.
I	input()	Gets the input data.
void	setInput(I input)	Sets the input data.
String	toString()	Creates and returns a string representation of the parameters.
protected void	validateOperationSpecific()	Abstract method for operation-specific validation.

Methods inherited from class org.gridgain.ml.model.MlJobParameters

customInputMarshaller, customInputMarshaller, customJobClass, customJobClass, customOutputMarshaller, customOutputMarshaller, hasCustomComponents, hasUrl, operationType, operationType, timeoutSeconds, timeoutSeconds, validate

Methods inherited from class org.gridgain.ml.model.ModelInfo

config, id, inputClass, isLoaded, loadTimestamp, name, outputClass, properties, property, property, setInputClass, setLoaded, setOutputClass, setProperty, setStatus, setTranslator, setTranslatorFactory, setUrl, setVersion, status, translator, translatorFactory, type, url, version

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Details

MlSimpleJobParameters

protected MlSimpleJobParameters(MlSimpleJobParameters.Builder<I> builder)

Private constructor for builder pattern.

Parameters:

builder - Builder instance

Method Details

input

public I input()

Gets the input data.

Returns:

Input data

setInput

public void setInput(I input)

Sets the input data.

Parameters:

input - Input data

validateOperationSpecific

protected void validateOperationSpecific()

Abstract method for operation-specific validation. Subclasses must implement this method to validate their specific fields.

Specified by:

validateOperationSpecific in class MlJobParameters

builder

public static <I> MlSimpleJobParameters.Builder<I> builder()

Creates a new builder.

Returns:

Builder instance

toString

public String toString()

Creates and returns a string representation of the parameters.

Overrides:

toString in class MlJobParameters

Returns:

string representation