public final class Featurestore extends com.google.protobuf.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| Modifier and Type | Class and Description |
|---|---|
static class |
Featurestore.Builder
Vertex AI Feature Store provides a centralized repository for organizing,
storing, and serving ML features.
|
static class |
Featurestore.OnlineServingConfig
OnlineServingConfig specifies the details for provisioning online serving
resources.
|
static interface |
Featurestore.OnlineServingConfigOrBuilder |
static class |
Featurestore.State
Possible states a featurestore can have.
|
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 |
CREATE_TIME_FIELD_NUMBER |
static int |
ENCRYPTION_SPEC_FIELD_NUMBER |
static int |
ETAG_FIELD_NUMBER |
static int |
LABELS_FIELD_NUMBER |
static int |
NAME_FIELD_NUMBER |
static int |
ONLINE_SERVING_CONFIG_FIELD_NUMBER |
static int |
ONLINE_STORAGE_TTL_DAYS_FIELD_NUMBER |
static int |
SATISFIES_PZI_FIELD_NUMBER |
static int |
SATISFIES_PZS_FIELD_NUMBER |
static int |
STATE_FIELD_NUMBER |
static int |
UPDATE_TIME_FIELD_NUMBER |
| Modifier and Type | Method and Description |
|---|---|
boolean |
containsLabels(String key)
Optional.
|
boolean |
equals(Object obj) |
com.google.protobuf.Timestamp |
getCreateTime()
Output only.
|
com.google.protobuf.TimestampOrBuilder |
getCreateTimeOrBuilder()
Output only.
|
static Featurestore |
getDefaultInstance() |
Featurestore |
getDefaultInstanceForType() |
static com.google.protobuf.Descriptors.Descriptor |
getDescriptor() |
EncryptionSpec |
getEncryptionSpec()
Optional.
|
EncryptionSpecOrBuilder |
getEncryptionSpecOrBuilder()
Optional.
|
String |
getEtag()
Optional.
|
com.google.protobuf.ByteString |
getEtagBytes()
Optional.
|
Map<String,String> |
getLabels()
Deprecated.
|
int |
getLabelsCount()
Optional.
|
Map<String,String> |
getLabelsMap()
Optional.
|
String |
getLabelsOrDefault(String key,
String defaultValue)
Optional.
|
String |
getLabelsOrThrow(String key)
Optional.
|
String |
getName()
Output only.
|
com.google.protobuf.ByteString |
getNameBytes()
Output only.
|
Featurestore.OnlineServingConfig |
getOnlineServingConfig()
Optional.
|
Featurestore.OnlineServingConfigOrBuilder |
getOnlineServingConfigOrBuilder()
Optional.
|
int |
getOnlineStorageTtlDays()
Optional.
|
com.google.protobuf.Parser<Featurestore> |
getParserForType() |
boolean |
getSatisfiesPzi()
Output only.
|
boolean |
getSatisfiesPzs()
Output only.
|
int |
getSerializedSize() |
Featurestore.State |
getState()
Output only.
|
int |
getStateValue()
Output only.
|
com.google.protobuf.Timestamp |
getUpdateTime()
Output only.
|
com.google.protobuf.TimestampOrBuilder |
getUpdateTimeOrBuilder()
Output only.
|
boolean |
hasCreateTime()
Output only.
|
boolean |
hasEncryptionSpec()
Optional.
|
int |
hashCode() |
boolean |
hasOnlineServingConfig()
Optional.
|
boolean |
hasUpdateTime()
Output only.
|
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable |
internalGetFieldAccessorTable() |
protected com.google.protobuf.MapFieldReflectionAccessor |
internalGetMapFieldReflection(int number) |
boolean |
isInitialized() |
static Featurestore.Builder |
newBuilder() |
static Featurestore.Builder |
newBuilder(Featurestore prototype) |
Featurestore.Builder |
newBuilderForType() |
protected Featurestore.Builder |
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
protected Object |
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) |
static Featurestore |
parseDelimitedFrom(InputStream input) |
static Featurestore |
parseDelimitedFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Featurestore |
parseFrom(byte[] data) |
static Featurestore |
parseFrom(byte[] data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Featurestore |
parseFrom(ByteBuffer data) |
static Featurestore |
parseFrom(ByteBuffer data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Featurestore |
parseFrom(com.google.protobuf.ByteString data) |
static Featurestore |
parseFrom(com.google.protobuf.ByteString data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Featurestore |
parseFrom(com.google.protobuf.CodedInputStream input) |
static Featurestore |
parseFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Featurestore |
parseFrom(InputStream input) |
static Featurestore |
parseFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static com.google.protobuf.Parser<Featurestore> |
parser() |
Featurestore.Builder |
toBuilder() |
void |
writeTo(com.google.protobuf.CodedOutputStream output) |
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, 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 NAME_FIELD_NUMBER
public static final int CREATE_TIME_FIELD_NUMBER
public static final int UPDATE_TIME_FIELD_NUMBER
public static final int ETAG_FIELD_NUMBER
public static final int LABELS_FIELD_NUMBER
public static final int ONLINE_SERVING_CONFIG_FIELD_NUMBER
public static final int STATE_FIELD_NUMBER
public static final int ONLINE_STORAGE_TTL_DAYS_FIELD_NUMBER
public static final int ENCRYPTION_SPEC_FIELD_NUMBER
public static final int SATISFIES_PZS_FIELD_NUMBER
public static final int SATISFIES_PZI_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.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessageV3protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3public String getName()
Output only. Name of the Featurestore. Format:
`projects/{project}/locations/{location}/featurestores/{featurestore}`
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];getName in interface FeaturestoreOrBuilderpublic com.google.protobuf.ByteString getNameBytes()
Output only. Name of the Featurestore. Format:
`projects/{project}/locations/{location}/featurestores/{featurestore}`
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];getNameBytes in interface FeaturestoreOrBuilderpublic boolean hasCreateTime()
Output only. Timestamp when this Featurestore was created.
.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
hasCreateTime in interface FeaturestoreOrBuilderpublic com.google.protobuf.Timestamp getCreateTime()
Output only. Timestamp when this Featurestore was created.
.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
getCreateTime in interface FeaturestoreOrBuilderpublic com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()
Output only. Timestamp when this Featurestore was created.
.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
getCreateTimeOrBuilder in interface FeaturestoreOrBuilderpublic boolean hasUpdateTime()
Output only. Timestamp when this Featurestore was last updated.
.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
hasUpdateTime in interface FeaturestoreOrBuilderpublic com.google.protobuf.Timestamp getUpdateTime()
Output only. Timestamp when this Featurestore was last updated.
.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
getUpdateTime in interface FeaturestoreOrBuilderpublic com.google.protobuf.TimestampOrBuilder getUpdateTimeOrBuilder()
Output only. Timestamp when this Featurestore was last updated.
.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
getUpdateTimeOrBuilder in interface FeaturestoreOrBuilderpublic String getEtag()
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];getEtag in interface FeaturestoreOrBuilderpublic com.google.protobuf.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];getEtagBytes in interface FeaturestoreOrBuilderpublic int getLabelsCount()
FeaturestoreOrBuilderOptional. 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];getLabelsCount in interface FeaturestoreOrBuilderpublic 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];containsLabels in interface FeaturestoreOrBuilder@Deprecated public Map<String,String> getLabels()
getLabelsMap() instead.getLabels in interface FeaturestoreOrBuilderpublic 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];getLabelsMap in interface FeaturestoreOrBuilderpublic 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];getLabelsOrDefault in interface FeaturestoreOrBuilderpublic 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];getLabelsOrThrow in interface FeaturestoreOrBuilderpublic 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];
hasOnlineServingConfig in interface FeaturestoreOrBuilderpublic 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];
getOnlineServingConfig in interface FeaturestoreOrBuilderpublic 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];
getOnlineServingConfigOrBuilder in interface FeaturestoreOrBuilderpublic int getStateValue()
Output only. State of the featurestore.
.google.cloud.aiplatform.v1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
getStateValue in interface FeaturestoreOrBuilderpublic Featurestore.State getState()
Output only. State of the featurestore.
.google.cloud.aiplatform.v1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
getState in interface FeaturestoreOrBuilderpublic 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];getOnlineStorageTtlDays in interface FeaturestoreOrBuilderpublic 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];
hasEncryptionSpec in interface FeaturestoreOrBuilderpublic 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];
getEncryptionSpec in interface FeaturestoreOrBuilderpublic 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];
getEncryptionSpecOrBuilder in interface FeaturestoreOrBuilderpublic boolean getSatisfiesPzs()
Output only. Reserved for future use.
bool satisfies_pzs = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];getSatisfiesPzs in interface FeaturestoreOrBuilderpublic boolean getSatisfiesPzi()
Output only. Reserved for future use.
bool satisfies_pzi = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];getSatisfiesPzi in interface FeaturestoreOrBuilderpublic 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 Featurestore parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Featurestore parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Featurestore parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Featurestore parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Featurestore parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Featurestore parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Featurestore parseFrom(InputStream input) throws IOException
IOExceptionpublic static Featurestore parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static Featurestore parseDelimitedFrom(InputStream input) throws IOException
IOExceptionpublic static Featurestore parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static Featurestore parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
IOExceptionpublic static Featurestore parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic Featurestore.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static Featurestore.Builder newBuilder()
public static Featurestore.Builder newBuilder(Featurestore prototype)
public Featurestore.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected Featurestore.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static Featurestore getDefaultInstance()
public static com.google.protobuf.Parser<Featurestore> parser()
public com.google.protobuf.Parser<Featurestore> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public Featurestore getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderCopyright © 2025 Google LLC. All rights reserved.