org.datavec.api.transform.sequence.split

Class SplitMaxLengthSequence

java.lang.Object

org.datavec.api.transform.sequence.split.SplitMaxLengthSequence

All Implemented Interfaces:

Serializable, SequenceSplit

public class SplitMaxLengthSequence
extends Object
implements SequenceSplit

Split a sequence into a number of smaller sequences of length 'maxSequenceLength'. If the sequence length is smaller than maxSequenceLength, the sequence is unchanged Created by Alex on 16/03/2016.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
SplitMaxLengthSequence(int maxSequenceLength, boolean equalSplits)

Method Summary

Modifier and Type	Method and Description
Schema	getInputSchema()
void	setInputSchema(Schema inputSchema)
List<List<List<Writable>>>	split(List<List<Writable>> sequence)
String	toString()

Methods inherited from class java.lang.Object

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

Constructor Detail

SplitMaxLengthSequence

public SplitMaxLengthSequence(int maxSequenceLength,
                              boolean equalSplits)

Parameters:

maxSequenceLength - max length of sequences

equalSplits - if true: split larger sequences into equal sized subsequences. If false: split into n maxSequenceLength sequences, and (if necessary) 1 with 1 <= length < maxSequenceLength

Method Detail

split

public List<List<List<Writable>>> split(List<List<Writable>> sequence)

Specified by:

split in interface SequenceSplit

setInputSchema

public void setInputSchema(Schema inputSchema)

Specified by:

setInputSchema in interface SequenceSplit

getInputSchema

public Schema getInputSchema()

Specified by:

getInputSchema in interface SequenceSplit

toString

public String toString()

Overrides:

toString in class Object