Class Featurestore.Builder (3.8.0)

Version 3.8.0

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public static final class Featurestore.Builder extends GeneratedMessageV3.Builder<Featurestore.Builder> 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.v1beta1.Featurestore

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > Featurestore.Builder

Implements

FeaturestoreOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public Featurestore.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters

Name	Description
field	FieldDescriptor
value	Object

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public Featurestore build()

Returns

Type	Description
Featurestore

buildPartial()

public Featurestore buildPartial()

Returns

Type	Description
Featurestore

clear()

public Featurestore.Builder clear()

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearCreateTime()

public Featurestore.Builder clearCreateTime()

Output only. Timestamp when this Featurestore was created.

.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Featurestore.Builder

clearEncryptionSpec()

public Featurestore.Builder clearEncryptionSpec()

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.v1beta1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
Featurestore.Builder

clearEtag()

public Featurestore.Builder clearEtag()

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
Featurestore.Builder	This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public Featurestore.Builder clearField(Descriptors.FieldDescriptor field)

Parameter

Name	Description
field	FieldDescriptor

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearLabels()

public Featurestore.Builder clearLabels()

Returns

Type	Description
Featurestore.Builder

clearName()

public Featurestore.Builder clearName()

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
Featurestore.Builder	This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public Featurestore.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter

Name	Description
oneof	OneofDescriptor

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearOnlineServingConfig()

public Featurestore.Builder clearOnlineServingConfig()

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.v1beta1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
Featurestore.Builder

clearOnlineStorageTtlDays()

public Featurestore.Builder clearOnlineStorageTtlDays()

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
Featurestore.Builder	This builder for chaining.

clearState()

public Featurestore.Builder clearState()

Output only. State of the featurestore.

.google.cloud.aiplatform.v1beta1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Featurestore.Builder	This builder for chaining.

clearUpdateTime()

public Featurestore.Builder clearUpdateTime()

Output only. Timestamp when this Featurestore was last updated.

.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Featurestore.Builder

clone()

public Featurestore.Builder clone()

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

containsLabels(String key)

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

Returns

Type	Description
boolean

getCreateTime()

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.

getCreateTimeBuilder()

public Timestamp.Builder getCreateTimeBuilder()

Output only. Timestamp when this Featurestore was created.

.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Builder

getCreateTimeOrBuilder()

public TimestampOrBuilder getCreateTimeOrBuilder()

Output only. Timestamp when this Featurestore was created.

.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
TimestampOrBuilder

getDefaultInstanceForType()

public Featurestore getDefaultInstanceForType()

Returns

Type	Description
Featurestore

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns

Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getEncryptionSpec()

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.v1beta1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
EncryptionSpec	The encryptionSpec.

getEncryptionSpecBuilder()

public EncryptionSpec.Builder getEncryptionSpecBuilder()

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.v1beta1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
EncryptionSpec.Builder

getEncryptionSpecOrBuilder()

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.v1beta1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
EncryptionSpecOrBuilder

getEtag()

public 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];

Returns

Type	Description
String	The etag.

getEtagBytes()

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.

getLabels()

public Map<String,String> getLabels()

Use #getLabelsMap() instead.

Returns

Type	Description
Map<String,String>

getLabelsCount()

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

getLabelsMap()

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];

Returns

Type	Description
Map<String,String>

getLabelsOrDefault(String key, String defaultValue)

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];

Parameters

Name	Description
key	String
defaultValue	String

Returns

Type	Description
String

getLabelsOrThrow(String key)

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

Returns

Type	Description
String

getMutableLabels()

public Map<String,String> getMutableLabels()

Use alternate mutation accessors instead.

Returns

Type	Description
Map<String,String>

getName()

public String getName()

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.

getNameBytes()

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.

getOnlineServingConfig()

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.v1beta1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
Featurestore.OnlineServingConfig	The onlineServingConfig.

getOnlineServingConfigBuilder()

public Featurestore.OnlineServingConfig.Builder getOnlineServingConfigBuilder()

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.v1beta1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
Featurestore.OnlineServingConfig.Builder

getOnlineServingConfigOrBuilder()

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.v1beta1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
Featurestore.OnlineServingConfigOrBuilder

getOnlineStorageTtlDays()

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.

getState()

public Featurestore.State getState()

Output only. State of the featurestore.

.google.cloud.aiplatform.v1beta1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Featurestore.State	The state.

getStateValue()

public int getStateValue()

Output only. State of the featurestore.

.google.cloud.aiplatform.v1beta1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
int	The enum numeric value on the wire for state.

getUpdateTime()

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.

getUpdateTimeBuilder()

public Timestamp.Builder getUpdateTimeBuilder()

Output only. Timestamp when this Featurestore was last updated.

.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Builder

getUpdateTimeOrBuilder()

public TimestampOrBuilder getUpdateTimeOrBuilder()

Output only. Timestamp when this Featurestore was last updated.

.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
TimestampOrBuilder

hasCreateTime()

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.

hasEncryptionSpec()

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.v1beta1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
boolean	Whether the encryptionSpec field is set.

hasOnlineServingConfig()

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.v1beta1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];

Returns

Type	Description
boolean	Whether the onlineServingConfig field is set.

hasUpdateTime()

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.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns

Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

internalGetMapField(int number)

protected MapField internalGetMapField(int number)

Parameter

Name	Description
number	int

Returns

Type	Description
MapField

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetMapField(int fieldNumber)

internalGetMutableMapField(int number)

protected MapField internalGetMutableMapField(int number)

Parameter

Name	Description
number	int

Returns

Type	Description
MapField

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetMutableMapField(int fieldNumber)

isInitialized()

public final boolean isInitialized()

Returns

Type	Description
boolean

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeCreateTime(Timestamp value)

public Featurestore.Builder mergeCreateTime(Timestamp value)

Output only. Timestamp when this Featurestore was created.

.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
value	Timestamp

Returns

Type	Description
Featurestore.Builder

mergeEncryptionSpec(EncryptionSpec value)

public Featurestore.Builder mergeEncryptionSpec(EncryptionSpec value)

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.v1beta1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];

Parameter

Name	Description
value	EncryptionSpec

Returns

Type	Description
Featurestore.Builder

mergeFrom(Featurestore other)

public Featurestore.Builder mergeFrom(Featurestore other)

Parameter

Name	Description
other	Featurestore

Returns

Type	Description
Featurestore.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public Featurestore.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
Featurestore.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions

Type	Description
IOException

mergeFrom(Message other)

public Featurestore.Builder mergeFrom(Message other)

Parameter

Name	Description
other	Message

Returns

Type	Description
Featurestore.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergeOnlineServingConfig(Featurestore.OnlineServingConfig value)

public Featurestore.Builder mergeOnlineServingConfig(Featurestore.OnlineServingConfig value)

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.v1beta1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];

Parameter

Name	Description
value	Featurestore.OnlineServingConfig

Returns

Type	Description
Featurestore.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final Featurestore.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter

Name	Description
unknownFields	UnknownFieldSet

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

mergeUpdateTime(Timestamp value)

public Featurestore.Builder mergeUpdateTime(Timestamp value)

Output only. Timestamp when this Featurestore was last updated.

.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
value	Timestamp

Returns

Type	Description
Featurestore.Builder

putAllLabels(Map<String,String> values)

public Featurestore.Builder putAllLabels(Map<String,String> values)

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
values	Map<String,String>

Returns

Type	Description
Featurestore.Builder

putLabels(String key, String value)

public Featurestore.Builder putLabels(String key, String value)

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];

Parameters

Name	Description
key	String
value	String

Returns

Type	Description
Featurestore.Builder

removeLabels(String key)

public Featurestore.Builder removeLabels(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

Returns

Type	Description
Featurestore.Builder

setCreateTime(Timestamp value)

public Featurestore.Builder setCreateTime(Timestamp value)

Output only. Timestamp when this Featurestore was created.

.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
value	Timestamp

Returns

Type	Description
Featurestore.Builder

setCreateTime(Timestamp.Builder builderForValue)

public Featurestore.Builder setCreateTime(Timestamp.Builder builderForValue)

Output only. Timestamp when this Featurestore was created.

.google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
builderForValue	Builder

Returns

Type	Description
Featurestore.Builder

setEncryptionSpec(EncryptionSpec value)

public Featurestore.Builder setEncryptionSpec(EncryptionSpec value)

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.v1beta1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];

Parameter

Name	Description
value	EncryptionSpec

Returns

Type	Description
Featurestore.Builder

setEncryptionSpec(EncryptionSpec.Builder builderForValue)

public Featurestore.Builder setEncryptionSpec(EncryptionSpec.Builder builderForValue)

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.v1beta1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];

Parameter

Name	Description
builderForValue	EncryptionSpec.Builder

Returns

Type	Description
Featurestore.Builder

setEtag(String value)

public Featurestore.Builder setEtag(String value)

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];

Parameter

Name	Description
value	String The etag to set.

Returns

Type	Description
Featurestore.Builder	This builder for chaining.

setEtagBytes(ByteString value)

public Featurestore.Builder setEtagBytes(ByteString value)

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];

Parameter

Name	Description
value	ByteString The bytes for etag to set.

Returns

Type	Description
Featurestore.Builder	This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public Featurestore.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters

Name	Description
field	FieldDescriptor
value	Object

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setName(String value)

public Featurestore.Builder setName(String value)

Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
value	String The name to set.

Returns

Type	Description
Featurestore.Builder	This builder for chaining.

setNameBytes(ByteString value)

public Featurestore.Builder setNameBytes(ByteString value)

Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
value	ByteString The bytes for name to set.

Returns

Type	Description
Featurestore.Builder	This builder for chaining.

setOnlineServingConfig(Featurestore.OnlineServingConfig value)

public Featurestore.Builder setOnlineServingConfig(Featurestore.OnlineServingConfig value)

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.v1beta1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];

Parameter

Name	Description
value	Featurestore.OnlineServingConfig

Returns

Type	Description
Featurestore.Builder

setOnlineServingConfig(Featurestore.OnlineServingConfig.Builder builderForValue)

public Featurestore.Builder setOnlineServingConfig(Featurestore.OnlineServingConfig.Builder builderForValue)

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.v1beta1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];

Parameter

Name	Description
builderForValue	Featurestore.OnlineServingConfig.Builder

Returns

Type	Description
Featurestore.Builder

setOnlineStorageTtlDays(int value)

public Featurestore.Builder setOnlineStorageTtlDays(int value)

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];

Parameter

Name	Description
value	int The onlineStorageTtlDays to set.

Returns

Type	Description
Featurestore.Builder	This builder for chaining.

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public Featurestore.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters

Name	Description
field	FieldDescriptor
index	int
value	Object

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setState(Featurestore.State value)

public Featurestore.Builder setState(Featurestore.State value)

Output only. State of the featurestore.

.google.cloud.aiplatform.v1beta1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
value	Featurestore.State The state to set.

Returns

Type	Description
Featurestore.Builder	This builder for chaining.

setStateValue(int value)

public Featurestore.Builder setStateValue(int value)

Output only. State of the featurestore.

.google.cloud.aiplatform.v1beta1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
value	int The enum numeric value on the wire for state to set.

Returns

Type	Description
Featurestore.Builder	This builder for chaining.

setUnknownFields(UnknownFieldSet unknownFields)

public final Featurestore.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter

Name	Description
unknownFields	UnknownFieldSet

Returns

Type	Description
Featurestore.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)

setUpdateTime(Timestamp value)

public Featurestore.Builder setUpdateTime(Timestamp value)

Output only. Timestamp when this Featurestore was last updated.

.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
value	Timestamp

Returns

Type	Description
Featurestore.Builder

setUpdateTime(Timestamp.Builder builderForValue)

public Featurestore.Builder setUpdateTime(Timestamp.Builder builderForValue)

Output only. Timestamp when this Featurestore was last updated.

.google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
builderForValue	Builder

Returns

Type	Description
Featurestore.Builder