public final class Featurestore extends GeneratedMessageV3 implements FeaturestoreOrBuilder
Vertex AI Feature Store provides a centralized repository for organizing,
storing, and serving ML features. The Featurestore is a top-level container
for your features and their values.
Protobuf type google.cloud.aiplatform.v1.Featurestore
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 CREATE_TIME_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 ONLINE_SERVING_CONFIG_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
public static final int ONLINE_STORAGE_TTL_DAYS_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 Featurestore getDefaultInstance()
public static final Descriptors.Descriptor getDescriptor()
public static Featurestore.Builder newBuilder()
public static Featurestore.Builder newBuilder(Featurestore prototype)
public static Featurestore parseDelimitedFrom(InputStream input)
public static Featurestore parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static Featurestore parseFrom(byte[] data)
| Parameter |
|---|
| Name | Description |
data | byte[]
|
public static Featurestore parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static Featurestore parseFrom(ByteString data)
public static Featurestore parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static Featurestore parseFrom(CodedInputStream input)
public static Featurestore parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static Featurestore parseFrom(InputStream input)
public static Featurestore parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static Featurestore parseFrom(ByteBuffer data)
public static Featurestore parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Parser<Featurestore> parser()
Methods
public boolean containsLabels(String key)
Optional. The labels with user-defined metadata to organize your
Featurestore.
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 Featurestore(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 Timestamp getCreateTime()
Output only. Timestamp when this Featurestore 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 Featurestore was created.
.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
public Featurestore getDefaultInstanceForType()
public EncryptionSpec getEncryptionSpec()
Optional. Customer-managed encryption key spec for data storage. If set,
both of the online and offline data storage will be secured by this key.
.google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];
public EncryptionSpecOrBuilder getEncryptionSpecOrBuilder()
Optional. Customer-managed encryption key spec for data storage. If set,
both of the online and offline data storage will be secured by this key.
.google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 10 [(.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
Featurestore.
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 Featurestore(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
Featurestore.
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 Featurestore(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
Featurestore.
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 Featurestore(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 getLabelsOrThrow(String key)
Optional. The labels with user-defined metadata to organize your
Featurestore.
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 Featurestore(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
|
Output only. Name of the Featurestore. Format:
projects/{project}/locations/{location}/featurestores/{featurestore}
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns |
|---|
| Type | Description |
String | The name.
|
public ByteString getNameBytes()
Output only. Name of the Featurestore. Format:
projects/{project}/locations/{location}/featurestores/{featurestore}
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns |
|---|
| Type | Description |
ByteString | The bytes for name.
|
public Featurestore.OnlineServingConfig getOnlineServingConfig()
Optional. Config for online storage resources. The field should not
co-exist with the field of OnlineStoreReplicationConfig. If both of it
and OnlineStoreReplicationConfig are unset, the feature store will not have
an online store and cannot be used for online serving.
.google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];
public Featurestore.OnlineServingConfigOrBuilder getOnlineServingConfigOrBuilder()
Optional. Config for online storage resources. The field should not
co-exist with the field of OnlineStoreReplicationConfig. If both of it
and OnlineStoreReplicationConfig are unset, the feature store will not have
an online store and cannot be used for online serving.
.google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];
public int getOnlineStorageTtlDays()
Optional. TTL in days for feature values that will be stored in online
serving storage. The Feature Store online storage periodically removes
obsolete feature values older than online_storage_ttl_days since the
feature generation time. Note that online_storage_ttl_days should be less
than or equal to offline_storage_ttl_days for each EntityType under a
featurestore. If not set, default to 4000 days
int32 online_storage_ttl_days = 13 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
|---|
| Type | Description |
int | The onlineStorageTtlDays.
|
public Parser<Featurestore> getParserForType()
Overrides
public int getSerializedSize()
| Returns |
|---|
| Type | Description |
int | |
Overrides
public Featurestore.State getState()
Output only. State of the featurestore.
.google.cloud.aiplatform.v1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
public int getStateValue()
Output only. State of the featurestore.
.google.cloud.aiplatform.v1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns |
|---|
| Type | Description |
int | The enum numeric value on the wire for state.
|
public Timestamp getUpdateTime()
Output only. Timestamp when this Featurestore 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 Featurestore was last updated.
.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
public boolean hasCreateTime()
Output only. Timestamp when this Featurestore 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 hasEncryptionSpec()
Optional. Customer-managed encryption key spec for data storage. If set,
both of the online and offline data storage will be secured by this key.
.google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
|---|
| Type | Description |
boolean | Whether the encryptionSpec field is set.
|
public boolean hasOnlineServingConfig()
Optional. Config for online storage resources. The field should not
co-exist with the field of OnlineStoreReplicationConfig. If both of it
and OnlineStoreReplicationConfig are unset, the feature store will not have
an online store and cannot be used for online serving.
.google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
|---|
| Type | Description |
boolean | Whether the onlineServingConfig field is set.
|
public boolean hasUpdateTime()
Output only. Timestamp when this Featurestore 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 Featurestore.Builder newBuilderForType()
protected Featurestore.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Overrides
public Featurestore.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides
