Package org.gridgain.ml.model

Class MlBatchJobParameters.Builder<I>

java.lang.Object

org.gridgain.ml.model.ModelInfo.Builder

org.gridgain.ml.model.MlJobParameters.Builder

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

Enclosing class:

MlBatchJobParameters<I>

public static class MlBatchJobParameters.Builder<I>
extends MlJobParameters.Builder

Builder for MlBatchJobParameters.

Field Summary

Fields inherited from class org.gridgain.ml.model.MlJobParameters.Builder

customInputMarshaller, customJobClass, customOutputMarshaller, operationType, timeoutSeconds

Constructor Summary

Constructors

Constructor	Description
Builder()	Default constructor.

Method Summary

Modifier and Type	Method	Description
MlBatchJobParameters.Builder<I>	addProperty(String key, String value)	Adds a property.
MlBatchJobParameters.Builder<I>	batchInput(List<I> batchInput)	Sets the batch input data.
MlBatchJobParameters<I>	build()	Builds the MlBatchJobParameters instance with validation.
MlBatchJobParameters.Builder<I>	config(ModelConfig config)	Sets the model configuration.
MlBatchJobParameters.Builder<I>	customInputMarshaller(Marshaller<?,byte[]> customInputMarshaller)	Sets the custom input marshaller instance.
MlBatchJobParameters.Builder<I>	customJobClass(Class customJobClass)	Sets the custom compute job class.
MlBatchJobParameters.Builder<I>	customOutputMarshaller(Marshaller<?,byte[]> customOutputMarshaller)	Sets the custom output marshaller instance.
MlBatchJobParameters.Builder<I>	from(ModelInfo modelInfo)	Creates the Builder from ModelInfo.
MlBatchJobParameters.Builder<I>	id(String id)	Sets the model ID.
MlBatchJobParameters.Builder<I>	inputClass(String inputClass)	Sets the input class name.
MlBatchJobParameters.Builder<I>	loaded(boolean loaded)	Sets the loaded status.
MlBatchJobParameters.Builder<I>	loadTimestamp(long loadTimestamp)	Sets the load timestamp.
MlBatchJobParameters.Builder<I>	name(String name)	Sets the model name.
MlBatchJobParameters.Builder<I>	operationType(MlJobParameters.OperationType operationType)	Sets the operation type.
MlBatchJobParameters.Builder<I>	outputClass(String outputClass)	Sets the output class name.
MlBatchJobParameters.Builder<I>	properties(Map<String,String> properties)	Sets the properties.
MlBatchJobParameters.Builder<I>	property(String key, String value)	Sets a property.
MlBatchJobParameters.Builder<I>	status(ModelInfo.ModelStatus status)	Sets the model status.
MlBatchJobParameters.Builder<I>	translator(String translator)	Sets the translator class name.
MlBatchJobParameters.Builder<I>	translatorFactory(String translatorFactory)	Sets the translator factory class name.
MlBatchJobParameters.Builder<I>	url(String url)	Sets the model URL.
MlBatchJobParameters.Builder<I>	version(String version)	Sets the model version.

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

timeout, timeoutSeconds, type

Methods inherited from class java.lang.Object

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

Constructor Details

Builder

public Builder()

Default constructor.

Method Details

batchInput

public MlBatchJobParameters.Builder<I> batchInput(List<I> batchInput)

Sets the batch input data.

Parameters:

batchInput - Batch input data

Returns:

Builder instance

id

public MlBatchJobParameters.Builder<I> id(String id)

Sets the model ID.

Overrides:

id in class MlJobParameters.Builder

Parameters:

id - Model ID

Returns:

Builder instance

name

public MlBatchJobParameters.Builder<I> name(String name)

Sets the model name.

Overrides:

name in class MlJobParameters.Builder

Parameters:

name - Model name

Returns:

Builder instance

version

public MlBatchJobParameters.Builder<I> version(String version)

Sets the model version.

Overrides:

version in class MlJobParameters.Builder

Parameters:

version - Model version

Returns:

Builder instance

url

public MlBatchJobParameters.Builder<I> url(String url)

Sets the model URL.

Overrides:

url in class MlJobParameters.Builder

Parameters:

url - Model URL

Returns:

Builder instance

config

public MlBatchJobParameters.Builder<I> config(ModelConfig config)

Sets the model configuration.

Overrides:

config in class MlJobParameters.Builder

Parameters:

config - Model configuration

Returns:

Builder instance

addProperty

public MlBatchJobParameters.Builder<I> addProperty(String key,
 String value)

Adds a property.

Overrides:

addProperty in class MlJobParameters.Builder

Parameters:

key - Property key

value - Property value

Returns:

Builder instance

property

public MlBatchJobParameters.Builder<I> property(String key,
 String value)

Sets a property.

Overrides:

property in class MlJobParameters.Builder

Parameters:

key - Property key

value - Property value

Returns:

Builder instance

properties

public MlBatchJobParameters.Builder<I> properties(Map<String,String> properties)

Sets the properties.

Overrides:

properties in class MlJobParameters.Builder

Parameters:

properties - Properties map

Returns:

Builder instance

loaded

public MlBatchJobParameters.Builder<I> loaded(boolean loaded)

Sets the loaded status.

Overrides:

loaded in class MlJobParameters.Builder

Parameters:

loaded - Whether loaded

Returns:

Builder instance

loadTimestamp

public MlBatchJobParameters.Builder<I> loadTimestamp(long loadTimestamp)

Sets the load timestamp.

Overrides:

loadTimestamp in class MlJobParameters.Builder

Parameters:

loadTimestamp - Load timestamp

Returns:

Builder instance

status

public MlBatchJobParameters.Builder<I> status(ModelInfo.ModelStatus status)

Sets the model status.

Overrides:

status in class MlJobParameters.Builder

Parameters:

status - Model status

Returns:

Builder instance

from

public MlBatchJobParameters.Builder<I> from(ModelInfo modelInfo)

Creates the Builder from ModelInfo.

Overrides:

from in class MlJobParameters.Builder

Parameters:

modelInfo - The base ModelInfo

Returns:

A builder initialized with values from the ModelInfo

operationType

public MlBatchJobParameters.Builder<I> operationType(MlJobParameters.OperationType operationType)

Sets the operation type.

Overrides:

operationType in class MlJobParameters.Builder

Parameters:

operationType - Operation type

Returns:

Builder instance

customJobClass

public MlBatchJobParameters.Builder<I> customJobClass(Class customJobClass)

Sets the custom compute job class.

Overrides:

customJobClass in class MlJobParameters.Builder

Parameters:

customJobClass - Custom compute job class (must extend ComputeJob)

Returns:

Builder instance

customInputMarshaller

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

Sets the custom input marshaller instance.

Overrides:

customInputMarshaller in class MlJobParameters.Builder

Parameters:

customInputMarshaller - Custom input marshaller instance (must extend Marshaller)

Returns:

Builder instance

customOutputMarshaller

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

Sets the custom output marshaller instance.

Overrides:

customOutputMarshaller in class MlJobParameters.Builder

Parameters:

customOutputMarshaller - Custom output marshaller instance (must extend Marshaller)

Returns:

Builder instance

inputClass

public MlBatchJobParameters.Builder<I> inputClass(String inputClass)

Sets the input class name.

Overrides:

inputClass in class MlJobParameters.Builder

Parameters:

inputClass - Input class name

Returns:

Builder instance

outputClass

public MlBatchJobParameters.Builder<I> outputClass(String outputClass)

Sets the output class name.

Overrides:

outputClass in class MlJobParameters.Builder

Parameters:

outputClass - Output class name

Returns:

Builder instance

translator

public MlBatchJobParameters.Builder<I> translator(String translator)

Sets the translator class name.

Overrides:

translator in class MlJobParameters.Builder

Parameters:

translator - Translator class name

Returns:

Builder instance

translatorFactory

public MlBatchJobParameters.Builder<I> translatorFactory(String translatorFactory)

Sets the translator factory class name.

Overrides:

translatorFactory in class MlJobParameters.Builder

Parameters:

translatorFactory - Translator factory class name

Returns:

Builder instance

build

public MlBatchJobParameters<I> build()

Builds the MlBatchJobParameters instance with validation.

Specified by:

build in class MlJobParameters.Builder

Returns:

MlBatchJobParameters instance