Package org.gridgain.ml.model

Class MlJobParameters

java.lang.Object

org.gridgain.ml.model.ModelInfo

org.gridgain.ml.model.MlJobParameters

All Implemented Interfaces:

Serializable

Direct Known Subclasses:

MlBatchJobParameters, MlSimpleJobParameters, MlSqlJobParameters

public abstract class MlJobParameters
extends ModelInfo

Machine Learning Job parameters that extends ModelInfo to include operation-specific configuration. This class provides common functionality for all ML inference operations.

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MlJobParameters.Builder	Abstract base builder class for MlJobParameters.
static enum	MlJobParameters.OperationType	Enum defining the types of ML operations supported.

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

ModelInfo.ModelStatus

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	MlJobParameters(MlJobParameters.Builder builder)	Protected constructor for subclasses.

Method Summary

Modifier and Type	Method	Description
<T> Marshaller<T,byte[]>	customInputMarshaller()	Gets the custom input marshaller.
void	customInputMarshaller(Marshaller<?,byte[]> customInputMarshaller)	Sets the custom input marshaller.
Class<? extends ComputeJob<?,?>>	customJobClass()	Gets the custom compute job class.
void	customJobClass(Class customJobClass)	Sets the custom compute job class.
<T> Marshaller<T,byte[]>	customOutputMarshaller()	Gets the custom output marshaller.
void	customOutputMarshaller(Marshaller<?,byte[]> customOutputMarshaller)	Sets the custom output marshaller.
boolean	hasCustomComponents()	Checks if custom components (job or marshallers) are configured.
boolean	hasUrl()	Checks if url is configured.
MlJobParameters.OperationType	operationType()	Gets the operation type.
void	operationType(MlJobParameters.OperationType operationType)	Sets the operation type.
long	timeoutSeconds()	Gets the timeout in seconds.
void	timeoutSeconds(long timeoutSeconds)	Sets the timeout in seconds.
String	toString()	Creates and returns a string representation of only the key fields.
void	validate()	Validates the common parameters.
protected abstract void	validateOperationSpecific()	Abstract method for operation-specific validation.

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

MlJobParameters

protected MlJobParameters(MlJobParameters.Builder builder)

Protected constructor for subclasses.

Parameters:

builder - Builder instance

Method Details

operationType

public MlJobParameters.OperationType operationType()

Gets the operation type.

Returns:

Operation type

operationType

public void operationType(MlJobParameters.OperationType operationType)

Sets the operation type.

Parameters:

operationType - Operation type

timeoutSeconds

public long timeoutSeconds()

Gets the timeout in seconds.

Returns:

timeout in seconds

timeoutSeconds

public void timeoutSeconds(long timeoutSeconds)

Sets the timeout in seconds.

Parameters:

timeoutSeconds - timeout in seconds

customJobClass

public Class<? extends ComputeJob<?,?>> customJobClass()

Gets the custom compute job class.

Returns:

Custom compute job class, or null if not set

customJobClass

public void customJobClass(Class customJobClass)

Sets the custom compute job class.

Parameters:

customJobClass - Custom compute job class

customInputMarshaller

public <T> Marshaller<T,byte[]> customInputMarshaller()

Gets the custom input marshaller.

Type Parameters:

T - input type

Returns:

Custom input marshaller, or null if not set

customInputMarshaller

public void customInputMarshaller(Marshaller<?,byte[]> customInputMarshaller)

Sets the custom input marshaller.

Parameters:

customInputMarshaller - Custom input marshaller instance

customOutputMarshaller

public <T> Marshaller<T,byte[]> customOutputMarshaller()

Gets the custom output marshaller.

Type Parameters:

T - output type

Returns:

Custom output marshaller, or null if not set

customOutputMarshaller

public void customOutputMarshaller(Marshaller<?,byte[]> customOutputMarshaller)

Sets the custom output marshaller.

Parameters:

customOutputMarshaller - Custom output marshaller instance

hasCustomComponents

public boolean hasCustomComponents()

Checks if custom components (job or marshallers) are configured.

Returns:

true if any custom component is configured, false otherwise

hasUrl

public boolean hasUrl()

Checks if url is configured.

Returns:

true if url is configured, false otherwise

validate

public void validate()

Validates the common parameters. Subclasses should override this method to add specific validation.

validateOperationSpecific

protected abstract void validateOperationSpecific()

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

toString

public String toString()

Creates and returns a string representation of only the key fields.

Overrides:

toString in class Object

Returns:

string representation