@Deprecated public static final class FeatureView.VectorSearchConfig extends com.google.protobuf.GeneratedMessageV3 implements FeatureView.VectorSearchConfigOrBuilder
Deprecated. Use [IndexConfig][google.cloud.aiplatform.v1beta1.FeatureView.IndexConfig] instead.Protobuf type
google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig| Modifier and Type | Class and Description |
|---|---|
static class |
FeatureView.VectorSearchConfig.AlgorithmConfigCase
Deprecated.
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static class |
FeatureView.VectorSearchConfig.BruteForceConfig
Deprecated.
Protobuf type
google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.BruteForceConfig |
static interface |
FeatureView.VectorSearchConfig.BruteForceConfigOrBuilder
Deprecated.
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static class |
FeatureView.VectorSearchConfig.Builder
Deprecated.
Deprecated.
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static class |
FeatureView.VectorSearchConfig.DistanceMeasureType
Deprecated.
Protobuf enum
google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.DistanceMeasureType |
static class |
FeatureView.VectorSearchConfig.TreeAHConfig
Deprecated.
Protobuf type
google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.TreeAHConfig |
static interface |
FeatureView.VectorSearchConfig.TreeAHConfigOrBuilder
Deprecated.
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com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter| Modifier and Type | Field and Description |
|---|---|
static int |
BRUTE_FORCE_CONFIG_FIELD_NUMBER
Deprecated.
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static int |
CROWDING_COLUMN_FIELD_NUMBER
Deprecated.
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static int |
DISTANCE_MEASURE_TYPE_FIELD_NUMBER
Deprecated.
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static int |
EMBEDDING_COLUMN_FIELD_NUMBER
Deprecated.
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static int |
EMBEDDING_DIMENSION_FIELD_NUMBER
Deprecated.
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static int |
FILTER_COLUMNS_FIELD_NUMBER
Deprecated.
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static int |
TREE_AH_CONFIG_FIELD_NUMBER
Deprecated.
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| Modifier and Type | Method and Description |
|---|---|
boolean |
equals(Object obj)
Deprecated.
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FeatureView.VectorSearchConfig.AlgorithmConfigCase |
getAlgorithmConfigCase()
Deprecated.
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FeatureView.VectorSearchConfig.BruteForceConfig |
getBruteForceConfig()
Deprecated.
Optional.
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FeatureView.VectorSearchConfig.BruteForceConfigOrBuilder |
getBruteForceConfigOrBuilder()
Deprecated.
Optional.
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String |
getCrowdingColumn()
Deprecated.
Optional.
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com.google.protobuf.ByteString |
getCrowdingColumnBytes()
Deprecated.
Optional.
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static FeatureView.VectorSearchConfig |
getDefaultInstance()
Deprecated.
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FeatureView.VectorSearchConfig |
getDefaultInstanceForType()
Deprecated.
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static com.google.protobuf.Descriptors.Descriptor |
getDescriptor()
Deprecated.
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FeatureView.VectorSearchConfig.DistanceMeasureType |
getDistanceMeasureType()
Deprecated.
Optional.
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int |
getDistanceMeasureTypeValue()
Deprecated.
Optional.
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String |
getEmbeddingColumn()
Deprecated.
Optional.
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com.google.protobuf.ByteString |
getEmbeddingColumnBytes()
Deprecated.
Optional.
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int |
getEmbeddingDimension()
Deprecated.
Optional.
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String |
getFilterColumns(int index)
Deprecated.
Optional.
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com.google.protobuf.ByteString |
getFilterColumnsBytes(int index)
Deprecated.
Optional.
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int |
getFilterColumnsCount()
Deprecated.
Optional.
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com.google.protobuf.ProtocolStringList |
getFilterColumnsList()
Deprecated.
Optional.
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com.google.protobuf.Parser<FeatureView.VectorSearchConfig> |
getParserForType()
Deprecated.
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int |
getSerializedSize()
Deprecated.
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FeatureView.VectorSearchConfig.TreeAHConfig |
getTreeAhConfig()
Deprecated.
Optional.
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FeatureView.VectorSearchConfig.TreeAHConfigOrBuilder |
getTreeAhConfigOrBuilder()
Deprecated.
Optional.
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boolean |
hasBruteForceConfig()
Deprecated.
Optional.
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boolean |
hasEmbeddingDimension()
Deprecated.
Optional.
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int |
hashCode()
Deprecated.
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boolean |
hasTreeAhConfig()
Deprecated.
Optional.
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protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable |
internalGetFieldAccessorTable()
Deprecated.
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boolean |
isInitialized()
Deprecated.
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static FeatureView.VectorSearchConfig.Builder |
newBuilder()
Deprecated.
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static FeatureView.VectorSearchConfig.Builder |
newBuilder(FeatureView.VectorSearchConfig prototype)
Deprecated.
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FeatureView.VectorSearchConfig.Builder |
newBuilderForType()
Deprecated.
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protected FeatureView.VectorSearchConfig.Builder |
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
Deprecated.
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protected Object |
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseDelimitedFrom(InputStream input)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseDelimitedFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(byte[] data)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(byte[] data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(ByteBuffer data)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(ByteBuffer data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(com.google.protobuf.ByteString data)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(com.google.protobuf.ByteString data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(com.google.protobuf.CodedInputStream input)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(InputStream input)
Deprecated.
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static FeatureView.VectorSearchConfig |
parseFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Deprecated.
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static com.google.protobuf.Parser<FeatureView.VectorSearchConfig> |
parser()
Deprecated.
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FeatureView.VectorSearchConfig.Builder |
toBuilder()
Deprecated.
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void |
writeTo(com.google.protobuf.CodedOutputStream output)
Deprecated.
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canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagfindInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringaddAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToclone, finalize, getClass, notify, notifyAll, wait, wait, waitpublic static final int TREE_AH_CONFIG_FIELD_NUMBER
public static final int BRUTE_FORCE_CONFIG_FIELD_NUMBER
public static final int EMBEDDING_COLUMN_FIELD_NUMBER
public static final int FILTER_COLUMNS_FIELD_NUMBER
public static final int CROWDING_COLUMN_FIELD_NUMBER
public static final int EMBEDDING_DIMENSION_FIELD_NUMBER
public static final int DISTANCE_MEASURE_TYPE_FIELD_NUMBER
protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
newInstance in class com.google.protobuf.GeneratedMessageV3public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3public FeatureView.VectorSearchConfig.AlgorithmConfigCase getAlgorithmConfigCase()
getAlgorithmConfigCase in interface FeatureView.VectorSearchConfigOrBuilderpublic boolean hasTreeAhConfig()
Optional. Configuration options for the tree-AH algorithm (Shallow tree + Asymmetric Hashing). Please refer to this paper for more details: https://arxiv.org/abs/1908.10396
.google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.TreeAHConfig tree_ah_config = 8 [(.google.api.field_behavior) = OPTIONAL];
hasTreeAhConfig in interface FeatureView.VectorSearchConfigOrBuilderpublic FeatureView.VectorSearchConfig.TreeAHConfig getTreeAhConfig()
Optional. Configuration options for the tree-AH algorithm (Shallow tree + Asymmetric Hashing). Please refer to this paper for more details: https://arxiv.org/abs/1908.10396
.google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.TreeAHConfig tree_ah_config = 8 [(.google.api.field_behavior) = OPTIONAL];
getTreeAhConfig in interface FeatureView.VectorSearchConfigOrBuilderpublic FeatureView.VectorSearchConfig.TreeAHConfigOrBuilder getTreeAhConfigOrBuilder()
Optional. Configuration options for the tree-AH algorithm (Shallow tree + Asymmetric Hashing). Please refer to this paper for more details: https://arxiv.org/abs/1908.10396
.google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.TreeAHConfig tree_ah_config = 8 [(.google.api.field_behavior) = OPTIONAL];
getTreeAhConfigOrBuilder in interface FeatureView.VectorSearchConfigOrBuilderpublic boolean hasBruteForceConfig()
Optional. Configuration options for using brute force search, which simply implements the standard linear search in the database for each query. It is primarily meant for benchmarking and to generate the ground truth for approximate search.
.google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.BruteForceConfig brute_force_config = 9 [(.google.api.field_behavior) = OPTIONAL];
hasBruteForceConfig in interface FeatureView.VectorSearchConfigOrBuilderpublic FeatureView.VectorSearchConfig.BruteForceConfig getBruteForceConfig()
Optional. Configuration options for using brute force search, which simply implements the standard linear search in the database for each query. It is primarily meant for benchmarking and to generate the ground truth for approximate search.
.google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.BruteForceConfig brute_force_config = 9 [(.google.api.field_behavior) = OPTIONAL];
getBruteForceConfig in interface FeatureView.VectorSearchConfigOrBuilderpublic FeatureView.VectorSearchConfig.BruteForceConfigOrBuilder getBruteForceConfigOrBuilder()
Optional. Configuration options for using brute force search, which simply implements the standard linear search in the database for each query. It is primarily meant for benchmarking and to generate the ground truth for approximate search.
.google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.BruteForceConfig brute_force_config = 9 [(.google.api.field_behavior) = OPTIONAL];
getBruteForceConfigOrBuilder in interface FeatureView.VectorSearchConfigOrBuilderpublic String getEmbeddingColumn()
Optional. Column of embedding. This column contains the source data to create index for vector search. embedding_column must be set when using vector search.
string embedding_column = 3 [(.google.api.field_behavior) = OPTIONAL];getEmbeddingColumn in interface FeatureView.VectorSearchConfigOrBuilderpublic com.google.protobuf.ByteString getEmbeddingColumnBytes()
Optional. Column of embedding. This column contains the source data to create index for vector search. embedding_column must be set when using vector search.
string embedding_column = 3 [(.google.api.field_behavior) = OPTIONAL];getEmbeddingColumnBytes in interface FeatureView.VectorSearchConfigOrBuilderpublic com.google.protobuf.ProtocolStringList getFilterColumnsList()
Optional. Columns of features that're used to filter vector search results.
repeated string filter_columns = 4 [(.google.api.field_behavior) = OPTIONAL];getFilterColumnsList in interface FeatureView.VectorSearchConfigOrBuilderpublic int getFilterColumnsCount()
Optional. Columns of features that're used to filter vector search results.
repeated string filter_columns = 4 [(.google.api.field_behavior) = OPTIONAL];getFilterColumnsCount in interface FeatureView.VectorSearchConfigOrBuilderpublic String getFilterColumns(int index)
Optional. Columns of features that're used to filter vector search results.
repeated string filter_columns = 4 [(.google.api.field_behavior) = OPTIONAL];getFilterColumns in interface FeatureView.VectorSearchConfigOrBuilderindex - The index of the element to return.public com.google.protobuf.ByteString getFilterColumnsBytes(int index)
Optional. Columns of features that're used to filter vector search results.
repeated string filter_columns = 4 [(.google.api.field_behavior) = OPTIONAL];getFilterColumnsBytes in interface FeatureView.VectorSearchConfigOrBuilderindex - The index of the value to return.public String getCrowdingColumn()
Optional. Column of crowding. This column contains crowding attribute which is a constraint on a neighbor list produced by nearest neighbor search requiring that no more than some value k' of the k neighbors returned have the same value of crowding_attribute.
string crowding_column = 5 [(.google.api.field_behavior) = OPTIONAL];getCrowdingColumn in interface FeatureView.VectorSearchConfigOrBuilderpublic com.google.protobuf.ByteString getCrowdingColumnBytes()
Optional. Column of crowding. This column contains crowding attribute which is a constraint on a neighbor list produced by nearest neighbor search requiring that no more than some value k' of the k neighbors returned have the same value of crowding_attribute.
string crowding_column = 5 [(.google.api.field_behavior) = OPTIONAL];getCrowdingColumnBytes in interface FeatureView.VectorSearchConfigOrBuilderpublic boolean hasEmbeddingDimension()
Optional. The number of dimensions of the input embedding.
optional int32 embedding_dimension = 6 [(.google.api.field_behavior) = OPTIONAL];
hasEmbeddingDimension in interface FeatureView.VectorSearchConfigOrBuilderpublic int getEmbeddingDimension()
Optional. The number of dimensions of the input embedding.
optional int32 embedding_dimension = 6 [(.google.api.field_behavior) = OPTIONAL];
getEmbeddingDimension in interface FeatureView.VectorSearchConfigOrBuilderpublic int getDistanceMeasureTypeValue()
Optional. The distance measure used in nearest neighbor search.
.google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.DistanceMeasureType distance_measure_type = 7 [(.google.api.field_behavior) = OPTIONAL];
getDistanceMeasureTypeValue in interface FeatureView.VectorSearchConfigOrBuilderpublic FeatureView.VectorSearchConfig.DistanceMeasureType getDistanceMeasureType()
Optional. The distance measure used in nearest neighbor search.
.google.cloud.aiplatform.v1beta1.FeatureView.VectorSearchConfig.DistanceMeasureType distance_measure_type = 7 [(.google.api.field_behavior) = OPTIONAL];
getDistanceMeasureType in interface FeatureView.VectorSearchConfigOrBuilderpublic final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3public void writeTo(com.google.protobuf.CodedOutputStream output)
throws IOException
writeTo in interface com.google.protobuf.MessageLitewriteTo in class com.google.protobuf.GeneratedMessageV3IOExceptionpublic int getSerializedSize()
getSerializedSize in interface com.google.protobuf.MessageLitegetSerializedSize in class com.google.protobuf.GeneratedMessageV3public boolean equals(Object obj)
equals in interface com.google.protobuf.Messageequals in class com.google.protobuf.AbstractMessagepublic int hashCode()
hashCode in interface com.google.protobuf.MessagehashCode in class com.google.protobuf.AbstractMessagepublic static FeatureView.VectorSearchConfig parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureView.VectorSearchConfig parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureView.VectorSearchConfig parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureView.VectorSearchConfig parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureView.VectorSearchConfig parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureView.VectorSearchConfig parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureView.VectorSearchConfig parseFrom(InputStream input) throws IOException
IOExceptionpublic static FeatureView.VectorSearchConfig parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static FeatureView.VectorSearchConfig parseDelimitedFrom(InputStream input) throws IOException
IOExceptionpublic static FeatureView.VectorSearchConfig parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static FeatureView.VectorSearchConfig parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
IOExceptionpublic static FeatureView.VectorSearchConfig parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic FeatureView.VectorSearchConfig.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static FeatureView.VectorSearchConfig.Builder newBuilder()
public static FeatureView.VectorSearchConfig.Builder newBuilder(FeatureView.VectorSearchConfig prototype)
public FeatureView.VectorSearchConfig.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected FeatureView.VectorSearchConfig.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static FeatureView.VectorSearchConfig getDefaultInstance()
public static com.google.protobuf.Parser<FeatureView.VectorSearchConfig> parser()
public com.google.protobuf.Parser<FeatureView.VectorSearchConfig> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public FeatureView.VectorSearchConfig getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderCopyright © 2024 Google LLC. All rights reserved.