org.deeplearning4j.models.sequencevectors.sequence.Sequence Maven / Gradle / Ivy
package org.deeplearning4j.models.sequencevectors.sequence;
import lombok.Getter;
import lombok.NonNull;
import lombok.Setter;
import java.io.Serializable;
import java.util.*;
/**
* Sequence for SequenceVectors is defined as limited set of SequenceElements. It can also contain label, if you're going to learn Sequence features as well.
*
* @author [email protected]
*/
public class Sequence implements Serializable {
private static final long serialVersionUID = 2223750736522624735L;
protected List elements = new ArrayList<>();
// elements map needed to speedup searches against elements in sequence
protected Map elementsMap = new LinkedHashMap<>();
// each document can have multiple labels
protected List labels = new ArrayList<>();
protected T label;
protected int hash = 0;
protected boolean hashCached = false;
@Getter
@Setter
protected int sequenceId;
/**
* Creates new empty sequence
*
*/
public Sequence() {
}
/**
* Creates new sequence from collection of elements
*
* @param set
*/
public Sequence(@NonNull Collection set) {
this();
addElements(set);
}
/**
* Adds single element to sequence
*
* @param element
*/
public synchronized void addElement(@NonNull T element) {
hashCached = false;
this.elementsMap.put(element.getLabel(), element);
this.elements.add(element);
}
/**
* Adds collection of elements to the sequence
*
* @param set
*/
public void addElements(Collection set) {
for (T element : set) {
addElement(element);
}
}
/**
* Returns this sequence as list of labels
* @return
*/
public List asLabels() {
List labels = new ArrayList<>();
for (T element : getElements()) {
labels.add(element.getLabel());
}
return labels;
}
/**
* Returns single element out of this sequence by its label
*
* @param label
* @return
*/
public T getElementByLabel(@NonNull String label) {
return elementsMap.get(label);
}
/**
* Returns an ordered unmodifiable list of elements from this sequence
*
* @return
*/
public List getElements() {
return Collections.unmodifiableList(elements);
}
/**
* Returns label for this sequence
*
* @return label for this sequence, null if label was not defined
*/
public T getSequenceLabel() {
return label;
}
/**
* Returns all labels for this sequence
*
* @return
*/
public List getSequenceLabels() {
return labels;
}
/**
* Sets sequence labels
* @param labels
*/
public void setSequenceLabels(List labels) {
this.labels = labels;
}
/**
* Set sequence label
*
* @param label
*/
public void setSequenceLabel(@NonNull T label) {
this.label = label;
if (!labels.contains(label))
labels.add(label);
}
/**
* Adds sequence label. In this case sequence will have multiple labels
*
* @param label
*/
public void addSequenceLabel(@NonNull T label) {
this.labels.add(label);
if (this.label == null)
this.label = label;
}
/**
* Checks, if sequence is empty
*
* @return TRUE if empty, FALSE otherwise
*/
public boolean isEmpty() {
return elements.isEmpty();
}
/**
* This method returns number of elements in this sequence
*
* @return
*/
public int size() {
return elements.size();
}
/**
* This method returns sequence element by index
*
* @param index
* @return
*/
public T getElementByIndex(int index) {
return elements.get(index);
}
@Override
public boolean equals(Object o) {
if (this == o)
return true;
if (o == null || getClass() != o.getClass())
return false;
Sequence sequence = (Sequence) o;
return elements != null ? elements.equals(sequence.elements) : sequence.elements == null;
}
@Override
public int hashCode() {
if (hashCached)
return hash;
for (T element : elements) {
hash += 31 * element.hashCode();
}
hashCached = true;
return hash;
}
}