org.apache.ignite.ml.inference

Class IgniteModelStorageUtil

java.lang.Object

org.apache.ignite.ml.inference.IgniteModelStorageUtil

public class IgniteModelStorageUtil
extends Object

Utils class that helps to operate with model storage and Ignite models.

Constructor Summary

Constructors

Constructor and Description
IgniteModelStorageUtil()

Method Summary

Modifier and Type	Method and Description
static Model<Vector,Future<Double>>	getAsyncModel(Ignite ignite, String name, AsyncModelBuilder mdlBldr) Retrieves Ignite model by name using asynchronous model builder.
static <I extends Serializable,O extends Serializable> Model<I,O>	getModel(Ignite ignite, String name) Retrieves Ignite model by name using SingleModelBuilder.
static <I extends Serializable,O extends Serializable> Model<I,O>	getSyncModel(Ignite ignite, String name, SyncModelBuilder mdlBldr) Retrieves Ignite model by name using synchronous model builder.
static void	removeModel(Ignite ignite, String name) Removes model with specified name.
static <I extends Serializable,O extends Serializable> void	saveModel(Ignite ignite, IgniteModel<I,O> mdl, String name) Saved specified model with specified name.

Methods inherited from class java.lang.Object

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

Constructor Detail

IgniteModelStorageUtil

public IgniteModelStorageUtil()

Method Detail

saveModel

public static <I extends Serializable,O extends Serializable> void saveModel(Ignite ignite,
                                                                             IgniteModel<I,O> mdl,
                                                                             String name)

Saved specified model with specified name.

Type Parameters:

I - Type of input.

O - Type of output.

Parameters:

ignite - Ignite instance.

mdl - Model to be saved.

name - Model name to be used.

removeModel

public static void removeModel(Ignite ignite,
                               String name)

Removes model with specified name.

Parameters:

ignite - Ignite instance.

name - Mode name to be removed.

getModel

public static <I extends Serializable,O extends Serializable> Model<I,O> getModel(Ignite ignite,
                                                                                  String name)

Retrieves Ignite model by name using SingleModelBuilder.

Type Parameters:

I - Type of input.

O - Type of output.

Parameters:

ignite - Ignite instance.

name - Model name.

Returns:

Synchronous model built using SingleModelBuilder.

getSyncModel

public static <I extends Serializable,O extends Serializable> Model<I,O> getSyncModel(Ignite ignite,
                                                                                      String name,
                                                                                      SyncModelBuilder mdlBldr)

Retrieves Ignite model by name using synchronous model builder.

Type Parameters:

I - Type of input.

O - Type of output.

Parameters:

ignite - Ignite instance.

name - Model name.

mdlBldr - Synchronous model builder.

Returns:

Synchronous model built using specified model builder.

getAsyncModel

public static Model<Vector,Future<Double>> getAsyncModel(Ignite ignite,
                                                         String name,
                                                         AsyncModelBuilder mdlBldr)

Retrieves Ignite model by name using asynchronous model builder.

Parameters:

ignite - Ignite instance.

name - Model name.

mdlBldr - Asynchronous model builder.

Returns:

Asynchronous model built using specified model builder.