public final class NearestNeighborQuery extends GeneratedMessageV3 implements NearestNeighborQueryOrBuilder
A query to find a number of similar entities.
Protobuf type google.cloud.aiplatform.v1beta1.NearestNeighborQuery
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int EMBEDDING_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int ENTITY_ID_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int NEIGHBOR_COUNT_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int PARAMETERS_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int PER_CROWDING_ATTRIBUTE_NEIGHBOR_COUNT_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int STRING_FILTERS_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
Static Methods
public static NearestNeighborQuery getDefaultInstance()
public static final Descriptors.Descriptor getDescriptor()
public static NearestNeighborQuery.Builder newBuilder()
public static NearestNeighborQuery.Builder newBuilder(NearestNeighborQuery prototype)
public static NearestNeighborQuery parseDelimitedFrom(InputStream input)
public static NearestNeighborQuery parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static NearestNeighborQuery parseFrom(byte[] data)
| Parameter |
| Name |
Description |
data |
byte[]
|
public static NearestNeighborQuery parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static NearestNeighborQuery parseFrom(ByteString data)
public static NearestNeighborQuery parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static NearestNeighborQuery parseFrom(CodedInputStream input)
public static NearestNeighborQuery parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static NearestNeighborQuery parseFrom(InputStream input)
public static NearestNeighborQuery parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static NearestNeighborQuery parseFrom(ByteBuffer data)
public static NearestNeighborQuery parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Parser<NearestNeighborQuery> parser()
Methods
public boolean equals(Object obj)
| Parameter |
| Name |
Description |
obj |
Object
|
Overrides
public NearestNeighborQuery getDefaultInstanceForType()
public NearestNeighborQuery.Embedding getEmbedding()
Optional. The embedding vector that be used for similar search.
.google.cloud.aiplatform.v1beta1.NearestNeighborQuery.Embedding embedding = 2 [(.google.api.field_behavior) = OPTIONAL];
public NearestNeighborQuery.EmbeddingOrBuilder getEmbeddingOrBuilder()
Optional. The embedding vector that be used for similar search.
.google.cloud.aiplatform.v1beta1.NearestNeighborQuery.Embedding embedding = 2 [(.google.api.field_behavior) = OPTIONAL];
public String getEntityId()
Optional. The entity id whose similar entities should be searched for.
If embedding is set, search will use embedding instead of
entity_id.
string entity_id = 1 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
String |
The entityId.
|
public ByteString getEntityIdBytes()
Optional. The entity id whose similar entities should be searched for.
If embedding is set, search will use embedding instead of
entity_id.
string entity_id = 1 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
ByteString |
The bytes for entityId.
|
public NearestNeighborQuery.InstanceCase getInstanceCase()
public int getNeighborCount()
Optional. The number of similar entities to be retrieved from feature view
for each query.
int32 neighbor_count = 3 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
int |
The neighborCount.
|
public NearestNeighborQuery.Parameters getParameters()
Optional. Parameters that can be set to tune query on the fly.
.google.cloud.aiplatform.v1beta1.NearestNeighborQuery.Parameters parameters = 7 [(.google.api.field_behavior) = OPTIONAL];
public NearestNeighborQuery.ParametersOrBuilder getParametersOrBuilder()
Optional. Parameters that can be set to tune query on the fly.
.google.cloud.aiplatform.v1beta1.NearestNeighborQuery.Parameters parameters = 7 [(.google.api.field_behavior) = OPTIONAL];
public Parser<NearestNeighborQuery> getParserForType()
Overrides
public int getPerCrowdingAttributeNeighborCount()
Optional. Crowding is a constraint on a neighbor list produced by nearest
neighbor search requiring that no more than
sper_crowding_attribute_neighbor_count of the k neighbors returned have the
same value of crowding_attribute. It's used for improving result diversity.
int32 per_crowding_attribute_neighbor_count = 5 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
int |
The perCrowdingAttributeNeighborCount.
|
public int getSerializedSize()
| Returns |
| Type |
Description |
int |
|
Overrides
public NearestNeighborQuery.StringFilter getStringFilters(int index)
Optional. The list of string filters.
repeated .google.cloud.aiplatform.v1beta1.NearestNeighborQuery.StringFilter string_filters = 4 [(.google.api.field_behavior) = OPTIONAL];
| Parameter |
| Name |
Description |
index |
int
|
public int getStringFiltersCount()
Optional. The list of string filters.
repeated .google.cloud.aiplatform.v1beta1.NearestNeighborQuery.StringFilter string_filters = 4 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
int |
|
public List<NearestNeighborQuery.StringFilter> getStringFiltersList()
Optional. The list of string filters.
repeated .google.cloud.aiplatform.v1beta1.NearestNeighborQuery.StringFilter string_filters = 4 [(.google.api.field_behavior) = OPTIONAL];
public NearestNeighborQuery.StringFilterOrBuilder getStringFiltersOrBuilder(int index)
Optional. The list of string filters.
repeated .google.cloud.aiplatform.v1beta1.NearestNeighborQuery.StringFilter string_filters = 4 [(.google.api.field_behavior) = OPTIONAL];
| Parameter |
| Name |
Description |
index |
int
|
public List<? extends NearestNeighborQuery.StringFilterOrBuilder> getStringFiltersOrBuilderList()
Optional. The list of string filters.
repeated .google.cloud.aiplatform.v1beta1.NearestNeighborQuery.StringFilter string_filters = 4 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
List<? extends com.google.cloud.aiplatform.v1beta1.NearestNeighborQuery.StringFilterOrBuilder> |
|
public boolean hasEmbedding()
Optional. The embedding vector that be used for similar search.
.google.cloud.aiplatform.v1beta1.NearestNeighborQuery.Embedding embedding = 2 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
boolean |
Whether the embedding field is set.
|
public boolean hasEntityId()
Optional. The entity id whose similar entities should be searched for.
If embedding is set, search will use embedding instead of
entity_id.
string entity_id = 1 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
boolean |
Whether the entityId field is set.
|
public boolean hasParameters()
Optional. Parameters that can be set to tune query on the fly.
.google.cloud.aiplatform.v1beta1.NearestNeighborQuery.Parameters parameters = 7 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
boolean |
Whether the parameters field is set.
|
| Returns |
| Type |
Description |
int |
|
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public NearestNeighborQuery.Builder newBuilderForType()
protected NearestNeighborQuery.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
| Returns |
| Type |
Description |
Object |
|
Overrides
public NearestNeighborQuery.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides
