public final class FeatureOnlineStore extends GeneratedMessageV3 implements FeatureOnlineStoreOrBuilder
Vertex AI Feature Online Store provides a centralized repository for serving
ML features and embedding indexes at low latency. The Feature Online Store is
a top-level container.
Protobuf type google.cloud.aiplatform.v1beta1.FeatureOnlineStore
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 BIGTABLE_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int CREATE_TIME_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int DEDICATED_SERVING_ENDPOINT_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int EMBEDDING_MANAGEMENT_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int ENCRYPTION_SPEC_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int ETAG_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int LABELS_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int NAME_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int OPTIMIZED_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int STATE_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int UPDATE_TIME_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
Static Methods
public static FeatureOnlineStore getDefaultInstance()
public static final Descriptors.Descriptor getDescriptor()
public static FeatureOnlineStore.Builder newBuilder()
public static FeatureOnlineStore.Builder newBuilder(FeatureOnlineStore prototype)
public static FeatureOnlineStore parseDelimitedFrom(InputStream input)
public static FeatureOnlineStore parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureOnlineStore parseFrom(byte[] data)
| Parameter |
| Name |
Description |
data |
byte[]
|
public static FeatureOnlineStore parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static FeatureOnlineStore parseFrom(ByteString data)
public static FeatureOnlineStore parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static FeatureOnlineStore parseFrom(CodedInputStream input)
public static FeatureOnlineStore parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureOnlineStore parseFrom(InputStream input)
public static FeatureOnlineStore parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureOnlineStore parseFrom(ByteBuffer data)
public static FeatureOnlineStore parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Parser<FeatureOnlineStore> parser()
Methods
public boolean containsLabels(String key)
Optional. The labels with user-defined metadata to organize your
FeatureOnlineStore.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
See https://goo.gl/xmQnxf for more information on and examples of labels.
No more than 64 user labels can be associated with one
FeatureOnlineStore(System labels are excluded)." System reserved label keys
are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];
| Parameter |
| Name |
Description |
key |
String
|
public boolean equals(Object obj)
| Parameter |
| Name |
Description |
obj |
Object
|
Overrides
public FeatureOnlineStore.Bigtable getBigtable()
Contains settings for the Cloud Bigtable instance that will be created
to serve featureValues for all FeatureViews under this
FeatureOnlineStore.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.Bigtable bigtable = 8;
public FeatureOnlineStore.BigtableOrBuilder getBigtableOrBuilder()
Contains settings for the Cloud Bigtable instance that will be created
to serve featureValues for all FeatureViews under this
FeatureOnlineStore.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.Bigtable bigtable = 8;
public Timestamp getCreateTime()
Output only. Timestamp when this FeatureOnlineStore was created.
.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns |
| Type |
Description |
Timestamp |
The createTime.
|
public TimestampOrBuilder getCreateTimeOrBuilder()
Output only. Timestamp when this FeatureOnlineStore was created.
.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
public FeatureOnlineStore.DedicatedServingEndpoint getDedicatedServingEndpoint()
Optional. The dedicated serving endpoint for this FeatureOnlineStore, which
is different from common Vertex service endpoint.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.DedicatedServingEndpoint dedicated_serving_endpoint = 10 [(.google.api.field_behavior) = OPTIONAL];
public FeatureOnlineStore.DedicatedServingEndpointOrBuilder getDedicatedServingEndpointOrBuilder()
Optional. The dedicated serving endpoint for this FeatureOnlineStore, which
is different from common Vertex service endpoint.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.DedicatedServingEndpoint dedicated_serving_endpoint = 10 [(.google.api.field_behavior) = OPTIONAL];
public FeatureOnlineStore getDefaultInstanceForType()
public FeatureOnlineStore.EmbeddingManagement getEmbeddingManagement()
Deprecated. google.cloud.aiplatform.v1beta1.FeatureOnlineStore.embedding_management is
deprecated. See google/cloud/aiplatform/v1beta1/feature_online_store.proto;l=175
Optional. Deprecated: This field is no longer needed anymore and embedding
management is automatically enabled when specifying Optimized storage type.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.EmbeddingManagement embedding_management = 11 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];
public FeatureOnlineStore.EmbeddingManagementOrBuilder getEmbeddingManagementOrBuilder()
Optional. Deprecated: This field is no longer needed anymore and embedding
management is automatically enabled when specifying Optimized storage type.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.EmbeddingManagement embedding_management = 11 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];
public EncryptionSpec getEncryptionSpec()
Optional. Customer-managed encryption key spec for data storage. If set,
online store will be secured by this key.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 13 [(.google.api.field_behavior) = OPTIONAL];
public EncryptionSpecOrBuilder getEncryptionSpecOrBuilder()
Optional. Customer-managed encryption key spec for data storage. If set,
online store will be secured by this key.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 13 [(.google.api.field_behavior) = OPTIONAL];
Optional. Used to perform consistent read-modify-write updates. If not set,
a blind "overwrite" update happens.
string etag = 5 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
String |
The etag.
|
public ByteString getEtagBytes()
Optional. Used to perform consistent read-modify-write updates. If not set,
a blind "overwrite" update happens.
string etag = 5 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
ByteString |
The bytes for etag.
|
public Map<String,String> getLabels()
public int getLabelsCount()
Optional. The labels with user-defined metadata to organize your
FeatureOnlineStore.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
See https://goo.gl/xmQnxf for more information on and examples of labels.
No more than 64 user labels can be associated with one
FeatureOnlineStore(System labels are excluded)." System reserved label keys
are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
int |
|
public Map<String,String> getLabelsMap()
Optional. The labels with user-defined metadata to organize your
FeatureOnlineStore.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
See https://goo.gl/xmQnxf for more information on and examples of labels.
No more than 64 user labels can be associated with one
FeatureOnlineStore(System labels are excluded)." System reserved label keys
are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];
public String getLabelsOrDefault(String key, String defaultValue)
Optional. The labels with user-defined metadata to organize your
FeatureOnlineStore.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
See https://goo.gl/xmQnxf for more information on and examples of labels.
No more than 64 user labels can be associated with one
FeatureOnlineStore(System labels are excluded)." System reserved label keys
are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
String |
|
public String getLabelsOrThrow(String key)
Optional. The labels with user-defined metadata to organize your
FeatureOnlineStore.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
See https://goo.gl/xmQnxf for more information on and examples of labels.
No more than 64 user labels can be associated with one
FeatureOnlineStore(System labels are excluded)." System reserved label keys
are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];
| Parameter |
| Name |
Description |
key |
String
|
| Returns |
| Type |
Description |
String |
|
Identifier. Name of the FeatureOnlineStore. Format:
projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Returns |
| Type |
Description |
String |
The name.
|
public ByteString getNameBytes()
Identifier. Name of the FeatureOnlineStore. Format:
projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Returns |
| Type |
Description |
ByteString |
The bytes for name.
|
public FeatureOnlineStore.Optimized getOptimized()
Contains settings for the Optimized store that will be created
to serve featureValues for all FeatureViews under this
FeatureOnlineStore. When choose Optimized storage type, need to set
PrivateServiceConnectConfig.enable_private_service_connect
to use private endpoint. Otherwise will use public endpoint by default.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.Optimized optimized = 12;
public FeatureOnlineStore.OptimizedOrBuilder getOptimizedOrBuilder()
Contains settings for the Optimized store that will be created
to serve featureValues for all FeatureViews under this
FeatureOnlineStore. When choose Optimized storage type, need to set
PrivateServiceConnectConfig.enable_private_service_connect
to use private endpoint. Otherwise will use public endpoint by default.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.Optimized optimized = 12;
public Parser<FeatureOnlineStore> getParserForType()
Overrides
public int getSerializedSize()
| Returns |
| Type |
Description |
int |
|
Overrides
public FeatureOnlineStore.State getState()
Output only. State of the featureOnlineStore.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.State state = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];
public int getStateValue()
Output only. State of the featureOnlineStore.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.State state = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns |
| Type |
Description |
int |
The enum numeric value on the wire for state.
|
public FeatureOnlineStore.StorageTypeCase getStorageTypeCase()
public Timestamp getUpdateTime()
Output only. Timestamp when this FeatureOnlineStore was last updated.
.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns |
| Type |
Description |
Timestamp |
The updateTime.
|
public TimestampOrBuilder getUpdateTimeOrBuilder()
Output only. Timestamp when this FeatureOnlineStore was last updated.
.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
public boolean hasBigtable()
Contains settings for the Cloud Bigtable instance that will be created
to serve featureValues for all FeatureViews under this
FeatureOnlineStore.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.Bigtable bigtable = 8;
| Returns |
| Type |
Description |
boolean |
Whether the bigtable field is set.
|
public boolean hasCreateTime()
Output only. Timestamp when this FeatureOnlineStore was created.
.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns |
| Type |
Description |
boolean |
Whether the createTime field is set.
|
public boolean hasDedicatedServingEndpoint()
Optional. The dedicated serving endpoint for this FeatureOnlineStore, which
is different from common Vertex service endpoint.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.DedicatedServingEndpoint dedicated_serving_endpoint = 10 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
boolean |
Whether the dedicatedServingEndpoint field is set.
|
public boolean hasEmbeddingManagement()
Deprecated. google.cloud.aiplatform.v1beta1.FeatureOnlineStore.embedding_management is
deprecated. See google/cloud/aiplatform/v1beta1/feature_online_store.proto;l=175
Optional. Deprecated: This field is no longer needed anymore and embedding
management is automatically enabled when specifying Optimized storage type.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.EmbeddingManagement embedding_management = 11 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
boolean |
Whether the embeddingManagement field is set.
|
public boolean hasEncryptionSpec()
Optional. Customer-managed encryption key spec for data storage. If set,
online store will be secured by this key.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 13 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
boolean |
Whether the encryptionSpec field is set.
|
public boolean hasOptimized()
Contains settings for the Optimized store that will be created
to serve featureValues for all FeatureViews under this
FeatureOnlineStore. When choose Optimized storage type, need to set
PrivateServiceConnectConfig.enable_private_service_connect
to use private endpoint. Otherwise will use public endpoint by default.
.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.Optimized optimized = 12;
| Returns |
| Type |
Description |
boolean |
Whether the optimized field is set.
|
public boolean hasUpdateTime()
Output only. Timestamp when this FeatureOnlineStore was last updated.
.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns |
| Type |
Description |
boolean |
Whether the updateTime field is set.
|
| Returns |
| Type |
Description |
int |
|
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
| Parameter |
| Name |
Description |
number |
int
|
| Returns |
| Type |
Description |
com.google.protobuf.MapFieldReflectionAccessor |
|
Overrides
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
public final boolean isInitialized()
Overrides
public FeatureOnlineStore.Builder newBuilderForType()
protected FeatureOnlineStore.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
| Returns |
| Type |
Description |
Object |
|
Overrides
public FeatureOnlineStore.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides
