Package org.gridgain.ml.model

Class MlBatchJobParameters<I>

java.lang.Object

org.gridgain.ml.model.ModelInfo

org.gridgain.ml.model.MlJobParameters

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

All Implemented Interfaces:

Serializable

public class MlBatchJobParameters<I>
extends MlJobParameters

Machine Learning Job parameters for batch prediction operations. This class handles multiple input batch prediction operations.

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

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

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

Method Summary

Modifier and Type	Method	Description
List<I>	batchInput()	Gets the batch input data.
static <I> MlBatchJobParameters.Builder<I>	builder()	Creates a new builder.
void	setBatchInput(List<I> batchInput)	Sets the batch 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

Method Details

batchInput

public List<I> batchInput()

Gets the batch input data.

Returns:

Batch input data

setBatchInput

public void setBatchInput(List<I> batchInput)

Sets the batch input data.

Parameters:

batchInput - Batch 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> MlBatchJobParameters.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