org.apache.flink.streaming.examples.ml

Class IncrementalLearningSkeleton.Predictor

java.lang.Object

org.apache.flink.streaming.examples.ml.IncrementalLearningSkeleton.Predictor

All Implemented Interfaces:

Serializable, org.apache.flink.api.common.functions.Function, org.apache.flink.streaming.api.functions.co.CoMapFunction<Integer,Double[],Integer>

Enclosing class:

IncrementalLearningSkeleton

public static class IncrementalLearningSkeleton.Predictor
extends Object
implements org.apache.flink.streaming.api.functions.co.CoMapFunction<Integer,Double[],Integer>

Creates newData using the model produced in batch-processing and the up-to-date partial model.

By defaults emits the Integer 0 for every newData and the Integer 1 for every model update.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
IncrementalLearningSkeleton.Predictor()

Method Summary

Methods

Modifier and Type	Method and Description
protected Double[]	getBatchModel()
Integer	map1(Integer value)
Integer	map2(Double[] value)
protected Integer	predict(Integer inTuple)

Methods inherited from class java.lang.Object

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

Constructor Detail

IncrementalLearningSkeleton.Predictor

public IncrementalLearningSkeleton.Predictor()

Method Detail

map1

public Integer map1(Integer value)

Specified by:

map1 in interface org.apache.flink.streaming.api.functions.co.CoMapFunction<Integer,Double[],Integer>

map2

public Integer map2(Double[] value)

Specified by:

map2 in interface org.apache.flink.streaming.api.functions.co.CoMapFunction<Integer,Double[],Integer>

getBatchModel

protected Double[] getBatchModel()

predict

protected Integer predict(Integer inTuple)