Package com.yahoo.prelude.query

Class NearestNeighborItem

java.lang.Object

com.yahoo.prelude.query.Item

com.yahoo.prelude.query.SimpleTaggableItem

com.yahoo.prelude.query.NearestNeighborItem

All Implemented Interfaces:

TaggableItem, java.lang.Cloneable

@Beta
public class NearestNeighborItem
extends SimpleTaggableItem

Represent a query item matching the K nearest neighbors in a multi-dimensional vector space. The query point vector is referenced by the name of a tensor passed as a query rank feature; specifying "myvector" as the name means the query must set "ranking.features.query(myvector)". This rank feature must be configured with the correct tensor type in the active query profile. The field name (AKA the index name) given must be an attribute, with the exact same tensor type.

Author:

arnej

Nested Class Summary

Nested classes/interfaces inherited from class com.yahoo.prelude.query.Item

Item.ItemCreator, Item.ItemType

Field Summary

Fields inherited from class com.yahoo.prelude.query.Item

connectedBacklink, connectedItem, connectivity, DEFAULT_WEIGHT, explicitSignificance, significance, uniqueID

Constructor Summary

Constructors

Constructor	Description
NearestNeighborItem(java.lang.String fieldName, java.lang.String queryTensorName)

Method Summary

Modifier and Type	Method	Description
protected void	appendBodyString(java.lang.StringBuilder buffer)	Override to append the item body in the canonical query language of this item.
int	encode(java.nio.ByteBuffer buffer)
boolean	getAllowApproximate()	Returns whether approximation is allowed
int	getHnswExploreAdditionalHits()	Returns the number of extra hits to explore in HNSW algorithm
java.lang.String	getIndexName()	Returns the field name
Item.ItemType	getItemType()	Return the enumerated type of this item.
java.lang.String	getName()	Returns the name of this item
java.lang.String	getQueryTensorName()	Returns the name of the query tensor
int	getTargetNumHits()	Returns the K number of hits to produce
int	getTermCount()
void	setAllowApproximate(boolean value)	Set whether approximation is allowed
void	setHnswExploreAdditionalHits(int num)	Set the number of extra hits to explore in HNSW algorithm
void	setIndexName(java.lang.String index)	Sets the index name of this item
void	setTargetNumHits(int target)	Set the K number of hits to produce

Methods inherited from class com.yahoo.prelude.query.SimpleTaggableItem

getConnectedItem, getConnectivity, getSignificance, getUniqueID, hasExplicitSignificance, hasUniqueID, setConnectivity, setExplicitSignificance, setSignificance, setUniqueID

Methods inherited from class com.yahoo.prelude.query.Item

addAnnotation, appendHeadingString, clone, disclose, encodeThis, equals, getAnnotation, getBytes, getCode, getCreator, getLabel, getLanguage, getParent, getWeight, hasAnnotation, hasConnectivityBackLink, hashCode, isFilter, isFromSpecialToken, isProtected, isRanked, isRoot, putBytes, putString, setCreator, setFilter, setFromSpecialToken, setHasUniqueID, setLabel, setLanguage, setParent, setPositionData, setProtected, setRanked, setWeight, shouldParenthize, toString, usePositionData

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

NearestNeighborItem

public NearestNeighborItem(java.lang.String fieldName,
                           java.lang.String queryTensorName)

Method Detail

getTargetNumHits

public int getTargetNumHits()

Returns the K number of hits to produce

getIndexName

public java.lang.String getIndexName()

Returns the field name

getHnswExploreAdditionalHits

public int getHnswExploreAdditionalHits()

Returns the number of extra hits to explore in HNSW algorithm

getAllowApproximate

public boolean getAllowApproximate()

Returns whether approximation is allowed

getQueryTensorName

public java.lang.String getQueryTensorName()

Returns the name of the query tensor

setTargetNumHits

public void setTargetNumHits(int target)

Set the K number of hits to produce

setHnswExploreAdditionalHits

public void setHnswExploreAdditionalHits(int num)

Set the number of extra hits to explore in HNSW algorithm

setAllowApproximate

public void setAllowApproximate(boolean value)

Set whether approximation is allowed

setIndexName

public void setIndexName(java.lang.String index)

Description copied from class: Item

Sets the index name of this item

Specified by:

setIndexName in class Item

getItemType

public Item.ItemType getItemType()

Description copied from class: Item

Return the enumerated type of this item.

Specified by:

getItemType in class Item

getName

public java.lang.String getName()

Description copied from class: Item

Returns the name of this item

Specified by:

getName in class Item

getTermCount

public int getTermCount()

Specified by:

getTermCount in class Item

encode

public int encode(java.nio.ByteBuffer buffer)

Specified by:

encode in class Item

appendBodyString

protected void appendBodyString(java.lang.StringBuilder buffer)

Description copied from class: Item

Override to append the item body in the canonical query language of this item. An item is usually represented by the string

 ([itemName] [body])
 

The body must be appended appended by this method.

Specified by:

appendBodyString in class Item