org.apache.flink.ml.pipeline

Class ModelBase<M extends ModelBase<M>>

java.lang.Object

org.apache.flink.ml.pipeline.PipelineStageBase<T>

org.apache.flink.ml.pipeline.TransformerBase<M>

org.apache.flink.ml.pipeline.ModelBase<M>

Type Parameters:

M - The class type of the ModelBase implementation itself

All Implemented Interfaces:

Cloneable, org.apache.flink.ml.api.core.Model<M>, org.apache.flink.ml.api.core.Transformer<M>, org.apache.flink.ml.api.misc.param.WithParams<M>, HasMLEnvironmentId<M>

public abstract class ModelBase<M extends ModelBase<M>>
extends TransformerBase<M>
implements org.apache.flink.ml.api.core.Model<M>

The base class for a machine learning model.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected org.apache.flink.table.api.Table	modelData

Fields inherited from class org.apache.flink.ml.pipeline.PipelineStageBase

params

Fields inherited from interface org.apache.flink.ml.params.shared.HasMLEnvironmentId

ML_ENVIRONMENT_ID

Constructor Summary

Constructors

Constructor and Description
ModelBase()
ModelBase(org.apache.flink.ml.api.misc.param.Params params)

Method Summary

Modifier and Type	Method and Description
M	clone()
org.apache.flink.table.api.Table	getModelData() Get model data as Table representation.
default void	loadJson(String arg0)
M	setModelData(org.apache.flink.table.api.Table modelData) Set the model data using the Table.
default String	toJson()

Methods inherited from class org.apache.flink.ml.pipeline.TransformerBase

transform, transform, transform, transform

Methods inherited from class org.apache.flink.ml.pipeline.PipelineStageBase

getParams, tableEnvOf

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.apache.flink.ml.api.core.Transformer

transform

Methods inherited from interface org.apache.flink.ml.api.misc.param.WithParams

get, getParams, set

Methods inherited from interface org.apache.flink.ml.params.shared.HasMLEnvironmentId

getMLEnvironmentId, setMLEnvironmentId

Field Detail

modelData

protected org.apache.flink.table.api.Table modelData

Constructor Detail

ModelBase

public ModelBase()

ModelBase

public ModelBase(org.apache.flink.ml.api.misc.param.Params params)

Method Detail

getModelData

public org.apache.flink.table.api.Table getModelData()

Get model data as Table representation.

Returns:

the Table

setModelData

public M setModelData(org.apache.flink.table.api.Table modelData)

Set the model data using the Table.

Parameters:

modelData - the Table.

Returns:

ModelBase itself

clone

public M clone()
        throws CloneNotSupportedException

Overrides:

clone in class PipelineStageBase<M extends ModelBase<M>>

Throws:

CloneNotSupportedException

toJson

public String toJson()

loadJson

public void loadJson(String arg0)