Package org.gridgain.ml.model

Class MlJobParameters.Builder

java.lang.Object

org.gridgain.ml.model.ModelInfo.Builder

org.gridgain.ml.model.MlJobParameters.Builder

Direct Known Subclasses:

MlBatchJobParameters.Builder, MlSimpleJobParameters.Builder, MlSqlJobParameters.Builder

Enclosing class:

MlJobParameters

public abstract static class MlJobParameters.Builder
extends ModelInfo.Builder

Abstract base builder class for MlJobParameters.

Field Summary

Fields

Modifier and Type	Field	Description
protected Marshaller<?,byte[]>	customInputMarshaller
protected Class<? extends ComputeJob<?,?>>	customJobClass
protected Marshaller<?,byte[]>	customOutputMarshaller
protected MlJobParameters.OperationType	operationType
protected long	timeoutSeconds

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
MlJobParameters.Builder	addProperty(String key, String value)	Adds a property.
abstract MlJobParameters	build()	Abstract build method that subclasses must implement.
MlJobParameters.Builder	config(ModelConfig config)	Sets the model configuration.
MlJobParameters.Builder	customInputMarshaller(Marshaller<?,byte[]> customInputMarshaller)	Sets the custom input marshaller instance.
MlJobParameters.Builder	customJobClass(Class customJobClass)	Sets the custom compute job class.
MlJobParameters.Builder	customOutputMarshaller(Marshaller<?,byte[]> customOutputMarshaller)	Sets the custom output marshaller instance.
MlJobParameters.Builder	from(ModelInfo modelInfo)	Creates the Builder from ModelInfo.
MlJobParameters.Builder	id(String id)	Sets the model ID.
MlJobParameters.Builder	inputClass(String inputClass)	Sets the input class name.
MlJobParameters.Builder	loaded(boolean loaded)	Sets the loaded status.
MlJobParameters.Builder	loadTimestamp(long loadTimestamp)	Sets the load timestamp.
MlJobParameters.Builder	name(String name)	Sets the model name.
MlJobParameters.Builder	operationType(MlJobParameters.OperationType operationType)	Sets the operation type.
MlJobParameters.Builder	outputClass(String outputClass)	Sets the output class name.
MlJobParameters.Builder	properties(Map<String,String> properties)	Sets the properties.
MlJobParameters.Builder	property(String key, String value)	Sets a property.
MlJobParameters.Builder	status(ModelInfo.ModelStatus status)	Sets the model status.
MlJobParameters.Builder	timeout(long timeout, TimeUnit unit)	Sets the timeout with time unit.
MlJobParameters.Builder	timeoutSeconds(long timeoutSeconds)	Sets the timeout in seconds.
MlJobParameters.Builder	translator(String translator)	Sets the translator class name.
MlJobParameters.Builder	translatorFactory(String translatorFactory)	Sets the translator factory class name.
MlJobParameters.Builder	type(ModelType type)	Sets the model type.
MlJobParameters.Builder	url(String url)	Sets the model URL.
MlJobParameters.Builder	version(String version)	Sets the model version.

Methods inherited from class java.lang.Object

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

Field Details

operationType

protected MlJobParameters.OperationType operationType

timeoutSeconds

protected long timeoutSeconds

customJobClass

protected Class<? extends ComputeJob<?,?>> customJobClass

customInputMarshaller

protected Marshaller<?,byte[]> customInputMarshaller

customOutputMarshaller

protected Marshaller<?,byte[]> customOutputMarshaller

Constructor Details

Builder

public Builder()

Method Details

id

public MlJobParameters.Builder id(String id)

Sets the model ID.

Overrides:

id in class ModelInfo.Builder

Parameters:

id - Model ID

Returns:

Builder instance

name

public MlJobParameters.Builder name(String name)

Sets the model name.

Overrides:

name in class ModelInfo.Builder

Parameters:

name - Model name

Returns:

Builder instance

version

public MlJobParameters.Builder version(String version)

Sets the model version.

Overrides:

version in class ModelInfo.Builder

Parameters:

version - Model version

Returns:

Builder instance

type

public MlJobParameters.Builder type(ModelType type)

Sets the model type.

Overrides:

type in class ModelInfo.Builder

Parameters:

type - Model type

Returns:

Builder instance

url

public MlJobParameters.Builder url(String url)

Sets the model URL.

Overrides:

url in class ModelInfo.Builder

Parameters:

url - Model URL

Returns:

Builder instance

config

public MlJobParameters.Builder config(ModelConfig config)

Sets the model configuration.

Overrides:

config in class ModelInfo.Builder

Parameters:

config - Model configuration

Returns:

Builder instance

addProperty

public MlJobParameters.Builder addProperty(String key,
 String value)

Adds a property.

Overrides:

addProperty in class ModelInfo.Builder

Parameters:

key - Property key

value - Property value

Returns:

Builder instance

property

public MlJobParameters.Builder property(String key,
 String value)

Sets a property.

Overrides:

property in class ModelInfo.Builder

Parameters:

key - Property key

value - Property value

Returns:

Builder instance

properties

public MlJobParameters.Builder properties(Map<String,String> properties)

Sets the properties.

Overrides:

properties in class ModelInfo.Builder

Parameters:

properties - Properties map

Returns:

Builder instance

loaded

public MlJobParameters.Builder loaded(boolean loaded)

Sets the loaded status.

Overrides:

loaded in class ModelInfo.Builder

Parameters:

loaded - Whether loaded

Returns:

Builder instance

loadTimestamp

public MlJobParameters.Builder loadTimestamp(long loadTimestamp)

Sets the load timestamp.

Overrides:

loadTimestamp in class ModelInfo.Builder

Parameters:

loadTimestamp - Load timestamp

Returns:

Builder instance

status

public MlJobParameters.Builder status(ModelInfo.ModelStatus status)

Sets the model status.

Overrides:

status in class ModelInfo.Builder

Parameters:

status - Model status

Returns:

Builder instance

inputClass

public MlJobParameters.Builder inputClass(String inputClass)

Sets the input class name.

Overrides:

inputClass in class ModelInfo.Builder

Parameters:

inputClass - Input class name

Returns:

Builder instance

outputClass

public MlJobParameters.Builder outputClass(String outputClass)

Sets the output class name.

Overrides:

outputClass in class ModelInfo.Builder

Parameters:

outputClass - Output class name

Returns:

Builder instance

translator

public MlJobParameters.Builder translator(String translator)

Sets the translator class name.

Overrides:

translator in class ModelInfo.Builder

Parameters:

translator - Translator class name

Returns:

Builder instance

translatorFactory

public MlJobParameters.Builder translatorFactory(String translatorFactory)

Sets the translator factory class name.

Overrides:

translatorFactory in class ModelInfo.Builder

Parameters:

translatorFactory - Translator factory class name

Returns:

Builder instance

from

public MlJobParameters.Builder from(ModelInfo modelInfo)

Creates the Builder from ModelInfo.

Overrides:

from in class ModelInfo.Builder

Parameters:

modelInfo - The base ModelInfo

Returns:

A builder initialized with values from the ModelInfo

operationType

public MlJobParameters.Builder operationType(MlJobParameters.OperationType operationType)

Sets the operation type.

Parameters:

operationType - Operation type

Returns:

Builder instance

timeoutSeconds

public MlJobParameters.Builder timeoutSeconds(long timeoutSeconds)

Sets the timeout in seconds.

Parameters:

timeoutSeconds - timeout in seconds

Returns:

Builder instance

timeout

public MlJobParameters.Builder timeout(long timeout,
 TimeUnit unit)

Sets the timeout with time unit.

Parameters:

timeout - timeout value

unit - time unit

Returns:

Builder instance

customJobClass

public MlJobParameters.Builder customJobClass(Class customJobClass)

Sets the custom compute job class.

Parameters:

customJobClass - Custom compute job class (must extend ComputeJob)

Returns:

Builder instance

customInputMarshaller

public MlJobParameters.Builder customInputMarshaller(Marshaller<?,byte[]> customInputMarshaller)

Sets the custom input marshaller instance.

Parameters:

customInputMarshaller - Custom input marshaller instance (must extend Marshaller)

Returns:

Builder instance

customOutputMarshaller

public MlJobParameters.Builder customOutputMarshaller(Marshaller<?,byte[]> customOutputMarshaller)

Sets the custom output marshaller instance.

Parameters:

customOutputMarshaller - Custom output marshaller instance (must extend Marshaller)

Returns:

Builder instance

build

public abstract MlJobParameters build()

Abstract build method that subclasses must implement.

Overrides:

build in class ModelInfo.Builder

Returns:

MlJobParameters instance