Class NearestNeighborQuery.Parameters (3.50.0)

Version 3.50.0

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public static final class NearestNeighborQuery.Parameters extends GeneratedMessageV3 implements NearestNeighborQuery.ParametersOrBuilder

Parameters that can be overrided in each query to tune query latency and recall.

Protobuf type google.cloud.aiplatform.v1.NearestNeighborQuery.Parameters

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > NearestNeighborQuery.Parameters

Implements

NearestNeighborQuery.ParametersOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

APPROXIMATE_NEIGHBOR_CANDIDATES_FIELD_NUMBER

public static final int APPROXIMATE_NEIGHBOR_CANDIDATES_FIELD_NUMBER

Field Value
Type	Description
int

LEAF_NODES_SEARCH_FRACTION_FIELD_NUMBER

public static final int LEAF_NODES_SEARCH_FRACTION_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static NearestNeighborQuery.Parameters getDefaultInstance()

Returns
Type	Description
NearestNeighborQuery.Parameters

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static NearestNeighborQuery.Parameters.Builder newBuilder()

Returns
Type	Description
NearestNeighborQuery.Parameters.Builder

newBuilder(NearestNeighborQuery.Parameters prototype)

public static NearestNeighborQuery.Parameters.Builder newBuilder(NearestNeighborQuery.Parameters prototype)

Parameter
Name	Description
prototype	NearestNeighborQuery.Parameters

Returns
Type	Description
NearestNeighborQuery.Parameters.Builder

parseDelimitedFrom(InputStream input)

public static NearestNeighborQuery.Parameters parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static NearestNeighborQuery.Parameters parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static NearestNeighborQuery.Parameters parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static NearestNeighborQuery.Parameters parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static NearestNeighborQuery.Parameters parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static NearestNeighborQuery.Parameters parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static NearestNeighborQuery.Parameters parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static NearestNeighborQuery.Parameters parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static NearestNeighborQuery.Parameters parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static NearestNeighborQuery.Parameters parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static NearestNeighborQuery.Parameters parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static NearestNeighborQuery.Parameters parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NearestNeighborQuery.Parameters

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<NearestNeighborQuery.Parameters> parser()

Returns
Type	Description
Parser<Parameters>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getApproximateNeighborCandidates()

public int getApproximateNeighborCandidates()

Optional. The number of neighbors to find via approximate search before exact reordering is performed; if set, this value must be > neighbor_count.

int32 approximate_neighbor_candidates = 1 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
int	The approximateNeighborCandidates.

getDefaultInstanceForType()

public NearestNeighborQuery.Parameters getDefaultInstanceForType()

Returns
Type	Description
NearestNeighborQuery.Parameters

getLeafNodesSearchFraction()

public double getLeafNodesSearchFraction()

Optional. The fraction of the number of leaves to search, set at query time allows user to tune search performance. This value increase result in both search accuracy and latency increase. The value should be between 0.0 and 1.0.

double leaf_nodes_search_fraction = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
double	The leafNodesSearchFraction.

getParserForType()

public Parser<NearestNeighborQuery.Parameters> getParserForType()

Returns
Type	Description
Parser<Parameters>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public NearestNeighborQuery.Parameters.Builder newBuilderForType()

Returns
Type	Description
NearestNeighborQuery.Parameters.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected NearestNeighborQuery.Parameters.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
NearestNeighborQuery.Parameters.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public NearestNeighborQuery.Parameters.Builder toBuilder()

Returns
Type	Description
NearestNeighborQuery.Parameters.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException