Class RagVectorDbConfig.RagManagedDb.ANN (3.64.0)
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public static final class RagVectorDbConfig.RagManagedDb.ANN extends GeneratedMessageV3 implements RagVectorDbConfig.RagManagedDb.ANNOrBuilder

Config for ANN search.

RagManagedDb uses a tree-based structure to partition data and facilitate faster searches. As a tradeoff, it requires longer indexing time and manual triggering of index rebuild via the ImportRagFiles and UpdateRagCorpus API.

Protobuf type google.cloud.aiplatform.v1.RagVectorDbConfig.RagManagedDb.ANN

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > RagVectorDbConfig.RagManagedDb.ANN

Implements

RagVectorDbConfig.RagManagedDb.ANNOrBuilder

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

LEAF_COUNT_FIELD_NUMBER

public static final int LEAF_COUNT_FIELD_NUMBER

Field Value
Type	Description
`int`

TREE_DEPTH_FIELD_NUMBER

public static final int TREE_DEPTH_FIELD_NUMBER

Field Value
Type	Description
`int`

Static Methods

getDefaultInstance()

public static RagVectorDbConfig.RagManagedDb.ANN getDefaultInstance()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

newBuilder()

public static RagVectorDbConfig.RagManagedDb.ANN.Builder newBuilder()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`

newBuilder(RagVectorDbConfig.RagManagedDb.ANN prototype)

public static RagVectorDbConfig.RagManagedDb.ANN.Builder newBuilder(RagVectorDbConfig.RagManagedDb.ANN prototype)

Parameter
Name	Description
`prototype`	`RagVectorDbConfig.RagManagedDb.ANN`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`

parseDelimitedFrom(InputStream input)

public static RagVectorDbConfig.RagManagedDb.ANN parseDelimitedFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static RagVectorDbConfig.RagManagedDb.ANN parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`IOException`

parseFrom(byte[] data)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(byte[] data)

Parameter
Name	Description
`data`	`byte[]`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`byte[]`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(ByteString data)

Parameter
Name	Description
`data`	`ByteString`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteString`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(CodedInputStream input)

Parameter
Name	Description
`input`	`CodedInputStream`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(ByteBuffer data)

Parameter
Name	Description
`data`	`ByteBuffer`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static RagVectorDbConfig.RagManagedDb.ANN parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteBuffer`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parser()

public static Parser<RagVectorDbConfig.RagManagedDb.ANN> parser()

Returns
Type	Description
`Parser<ANN>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
`obj`	`Object`

Returns
Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getDefaultInstanceForType()

public RagVectorDbConfig.RagManagedDb.ANN getDefaultInstanceForType()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN`

getLeafCount()

public int getLeafCount()

Number of leaf nodes in the tree-based structure. Each leaf node contains groups of closely related vectors along with their corresponding centroid.

Recommended value is 10 * sqrt(num of RagFiles in your RagCorpus).

Default value is 500.

int32 leaf_count = 2;

Returns
Type	Description
`int`	The leafCount.

getParserForType()

public Parser<RagVectorDbConfig.RagManagedDb.ANN> getParserForType()

Returns
Type	Description
`Parser<ANN>`

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
`int`

Overrides

GeneratedMessageV3.getSerializedSize()

getTreeDepth()

public int getTreeDepth()

The depth of the tree-based structure. Only depth values of 2 and 3 are supported.

Recommended value is 2 if you have if you have O(10K) files in the RagCorpus and set this to 3 if more than that.

Default value is 2.

int32 tree_depth = 1;

Returns
Type	Description
`int`	The treeDepth.

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 RagVectorDbConfig.RagManagedDb.ANN.Builder newBuilderForType()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected RagVectorDbConfig.RagManagedDb.ANN.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
`parent`	`BuilderParent`

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.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 RagVectorDbConfig.RagManagedDb.ANN.Builder toBuilder()

Returns
Type	Description
`RagVectorDbConfig.RagManagedDb.ANN.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
`IOException`

Class RagVectorDbConfig.RagManagedDb.ANN (3.64.0) Stay organized with collections Save and categorize content based on your preferences.

Inheritance

Implements

Inherited Members

Static Fields

LEAF_COUNT_FIELD_NUMBER

TREE_DEPTH_FIELD_NUMBER

Static Methods

getDefaultInstance()

getDescriptor()

newBuilder()

newBuilder(RagVectorDbConfig.RagManagedDb.ANN prototype)

parseDelimitedFrom(InputStream input)

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

parseFrom(byte[] data)

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

parseFrom(ByteString data)

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

parseFrom(CodedInputStream input)

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

parseFrom(InputStream input)

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

parseFrom(ByteBuffer data)

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

parser()

Methods

equals(Object obj)

getDefaultInstanceForType()

getLeafCount()

getParserForType()

getSerializedSize()

getTreeDepth()

hashCode()

internalGetFieldAccessorTable()

isInitialized()

newBuilderForType()

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

writeTo(CodedOutputStream output)

Class RagVectorDbConfig.RagManagedDb.ANN (3.64.0)
Stay organized with collections Save and categorize content based on your preferences.