Class Feature.Builder (3.20.0)

Version 3.20.0

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public static final class Feature.Builder extends GeneratedMessageV3.Builder<Feature.Builder> implements FeatureOrBuilder

Feature Metadata information that describes an attribute of an entity type. For example, apple is an entity type, and color is a feature that describes apple.

Protobuf type google.cloud.aiplatform.v1beta1.Feature

Inheritance

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

Implements

FeatureOrBuilder

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

addAllMonitoringStats(Iterable<? extends FeatureStatsAnomaly> values)

public Feature.Builder addAllMonitoringStats(Iterable<? extends FeatureStatsAnomaly> values)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
values	Iterable<? extends com.google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly>

Returns
Type	Description
Feature.Builder

addAllMonitoringStatsAnomalies(Iterable<? extends Feature.MonitoringStatsAnomaly> values)

public Feature.Builder addAllMonitoringStatsAnomalies(Iterable<? extends Feature.MonitoringStatsAnomaly> values)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
values	Iterable<? extends com.google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly>

Returns
Type	Description
Feature.Builder

addMonitoringStats(FeatureStatsAnomaly value)

public Feature.Builder addMonitoringStats(FeatureStatsAnomaly value)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
value	FeatureStatsAnomaly

Returns
Type	Description
Feature.Builder

addMonitoringStats(FeatureStatsAnomaly.Builder builderForValue)

public Feature.Builder addMonitoringStats(FeatureStatsAnomaly.Builder builderForValue)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
builderForValue	FeatureStatsAnomaly.Builder

Returns
Type	Description
Feature.Builder

addMonitoringStats(int index, FeatureStatsAnomaly value)

public Feature.Builder addMonitoringStats(int index, FeatureStatsAnomaly value)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
index	int
value	FeatureStatsAnomaly

Returns
Type	Description
Feature.Builder

addMonitoringStats(int index, FeatureStatsAnomaly.Builder builderForValue)

public Feature.Builder addMonitoringStats(int index, FeatureStatsAnomaly.Builder builderForValue)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
index	int
builderForValue	FeatureStatsAnomaly.Builder

Returns
Type	Description
Feature.Builder

addMonitoringStatsAnomalies(Feature.MonitoringStatsAnomaly value)

public Feature.Builder addMonitoringStatsAnomalies(Feature.MonitoringStatsAnomaly value)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
value	Feature.MonitoringStatsAnomaly

Returns
Type	Description
Feature.Builder

addMonitoringStatsAnomalies(Feature.MonitoringStatsAnomaly.Builder builderForValue)

public Feature.Builder addMonitoringStatsAnomalies(Feature.MonitoringStatsAnomaly.Builder builderForValue)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
builderForValue	Feature.MonitoringStatsAnomaly.Builder

Returns
Type	Description
Feature.Builder

addMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly value)

public Feature.Builder addMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly value)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
index	int
value	Feature.MonitoringStatsAnomaly

Returns
Type	Description
Feature.Builder

addMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly.Builder builderForValue)

public Feature.Builder addMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly.Builder builderForValue)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
index	int
builderForValue	Feature.MonitoringStatsAnomaly.Builder

Returns
Type	Description
Feature.Builder

addMonitoringStatsAnomaliesBuilder()

public Feature.MonitoringStatsAnomaly.Builder addMonitoringStatsAnomaliesBuilder()

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
Feature.MonitoringStatsAnomaly.Builder

addMonitoringStatsAnomaliesBuilder(int index)

public Feature.MonitoringStatsAnomaly.Builder addMonitoringStatsAnomaliesBuilder(int index)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
Feature.MonitoringStatsAnomaly.Builder

addMonitoringStatsBuilder()

public FeatureStatsAnomaly.Builder addMonitoringStatsBuilder()

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
FeatureStatsAnomaly.Builder

addMonitoringStatsBuilder(int index)

public FeatureStatsAnomaly.Builder addMonitoringStatsBuilder(int index)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
FeatureStatsAnomaly.Builder

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

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

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
Feature.Builder

Overrides

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

build()

public Feature build()

Returns
Type	Description
Feature

buildPartial()

public Feature buildPartial()

Returns
Type	Description
Feature

clear()

public Feature.Builder clear()

Returns
Type	Description
Feature.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearCreateTime()

public Feature.Builder clearCreateTime()

Output only. Timestamp when this EntityType was created.

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

Returns
Type	Description
Feature.Builder

clearDescription()

public Feature.Builder clearDescription()

Description of the Feature.

string description = 2;

Returns
Type	Description
Feature.Builder	This builder for chaining.

clearDisableMonitoring()

public Feature.Builder clearDisableMonitoring()

Optional. If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If set to true, all types of data monitoring are disabled despite the config on EntityType.

bool disable_monitoring = 12 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
Feature.Builder	This builder for chaining.

clearEtag()

public Feature.Builder clearEtag()

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Returns
Type	Description
Feature.Builder	This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public Feature.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
field	FieldDescriptor

Returns
Type	Description
Feature.Builder

Overrides

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

clearLabels()

public Feature.Builder clearLabels()

Returns
Type	Description
Feature.Builder

clearMonitoringConfig()

public Feature.Builder clearMonitoringConfig()

Optional. Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
Feature.Builder

clearMonitoringStats()

public Feature.Builder clearMonitoringStats()

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
Feature.Builder

clearMonitoringStatsAnomalies()

public Feature.Builder clearMonitoringStatsAnomalies()

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
Feature.Builder

clearName()

public Feature.Builder clearName()

Immutable. Name of the Feature. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}

The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.

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

Returns
Type	Description
Feature.Builder	This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public Feature.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
oneof	OneofDescriptor

Returns
Type	Description
Feature.Builder

Overrides

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

clearUpdateTime()

public Feature.Builder clearUpdateTime()

Output only. Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
Feature.Builder

clearValueType()

public Feature.Builder clearValueType()

Required. Immutable. Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = REQUIRED, (.google.api.field_behavior) = IMMUTABLE];

Returns
Type	Description
Feature.Builder	This builder for chaining.

clone()

public Feature.Builder clone()

Returns
Type	Description
Feature.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

containsLabels(String key)

public boolean containsLabels(String key)

Optional. The labels with user-defined metadata to organize your Features.

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 Feature (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 EntityType was created.

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

Returns
Type	Description
Timestamp	The createTime.

getCreateTimeBuilder()

public Timestamp.Builder getCreateTimeBuilder()

Output only. Timestamp when this EntityType was created.

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

Returns
Type	Description
Builder

getCreateTimeOrBuilder()

public TimestampOrBuilder getCreateTimeOrBuilder()

Output only. Timestamp when this EntityType was created.

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

Returns
Type	Description
TimestampOrBuilder

getDefaultInstanceForType()

public Feature getDefaultInstanceForType()

Returns
Type	Description
Feature

getDescription()

public String getDescription()

Description of the Feature.

string description = 2;

Returns
Type	Description
String	The description.

getDescriptionBytes()

public ByteString getDescriptionBytes()

Description of the Feature.

string description = 2;

Returns
Type	Description
ByteString	The bytes for description.

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getDisableMonitoring()

public boolean getDisableMonitoring()

Optional. If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If set to true, all types of data monitoring are disabled despite the config on EntityType.

bool disable_monitoring = 12 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
boolean	The disableMonitoring.

getEtag()

public String getEtag()

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Returns
Type	Description
String	The etag.

getEtagBytes()

public ByteString getEtagBytes()

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

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 Features.

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 Feature (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 Features.

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 Feature (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 Features.

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 Feature (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 Features.

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 Feature (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

getMonitoringConfig() (deprecated)

public FeaturestoreMonitoringConfig getMonitoringConfig()

Deprecated. google.cloud.aiplatform.v1beta1.Feature.monitoring_config is deprecated. See google/cloud/aiplatform/v1beta1/feature.proto;l=161

Optional. Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
FeaturestoreMonitoringConfig	The monitoringConfig.

getMonitoringConfigBuilder()

public FeaturestoreMonitoringConfig.Builder getMonitoringConfigBuilder()

Optional. Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
FeaturestoreMonitoringConfig.Builder

getMonitoringConfigOrBuilder()

public FeaturestoreMonitoringConfigOrBuilder getMonitoringConfigOrBuilder()

Optional. Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
FeaturestoreMonitoringConfigOrBuilder

getMonitoringStats(int index)

public FeatureStatsAnomaly getMonitoringStats(int index)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
FeatureStatsAnomaly

getMonitoringStatsAnomalies(int index)

public Feature.MonitoringStatsAnomaly getMonitoringStatsAnomalies(int index)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
Feature.MonitoringStatsAnomaly

getMonitoringStatsAnomaliesBuilder(int index)

public Feature.MonitoringStatsAnomaly.Builder getMonitoringStatsAnomaliesBuilder(int index)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
Feature.MonitoringStatsAnomaly.Builder

getMonitoringStatsAnomaliesBuilderList()

public List<Feature.MonitoringStatsAnomaly.Builder> getMonitoringStatsAnomaliesBuilderList()

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
List<Builder>

getMonitoringStatsAnomaliesCount()

public int getMonitoringStatsAnomaliesCount()

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
int

getMonitoringStatsAnomaliesList()

public List<Feature.MonitoringStatsAnomaly> getMonitoringStatsAnomaliesList()

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
List<MonitoringStatsAnomaly>

getMonitoringStatsAnomaliesOrBuilder(int index)

public Feature.MonitoringStatsAnomalyOrBuilder getMonitoringStatsAnomaliesOrBuilder(int index)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
Feature.MonitoringStatsAnomalyOrBuilder

getMonitoringStatsAnomaliesOrBuilderList()

public List<? extends Feature.MonitoringStatsAnomalyOrBuilder> getMonitoringStatsAnomaliesOrBuilderList()

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
List<? extends com.google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomalyOrBuilder>

getMonitoringStatsBuilder(int index)

public FeatureStatsAnomaly.Builder getMonitoringStatsBuilder(int index)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
FeatureStatsAnomaly.Builder

getMonitoringStatsBuilderList()

public List<FeatureStatsAnomaly.Builder> getMonitoringStatsBuilderList()

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
List<Builder>

getMonitoringStatsCount()

public int getMonitoringStatsCount()

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
int

getMonitoringStatsList()

public List<FeatureStatsAnomaly> getMonitoringStatsList()

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
List<FeatureStatsAnomaly>

getMonitoringStatsOrBuilder(int index)

public FeatureStatsAnomalyOrBuilder getMonitoringStatsOrBuilder(int index)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
FeatureStatsAnomalyOrBuilder

getMonitoringStatsOrBuilderList()

public List<? extends FeatureStatsAnomalyOrBuilder> getMonitoringStatsOrBuilderList()

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
List<? extends com.google.cloud.aiplatform.v1beta1.FeatureStatsAnomalyOrBuilder>

getMutableLabels()

public Map<String,String> getMutableLabels()

Use alternate mutation accessors instead.

Returns
Type	Description
Map<String,String>

getName()

public String getName()

Immutable. Name of the Feature. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}

The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.

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

Returns
Type	Description
String	The name.

getNameBytes()

public ByteString getNameBytes()

Immutable. Name of the Feature. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}

The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.

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

Returns
Type	Description
ByteString	The bytes for name.

getUpdateTime()

public Timestamp getUpdateTime()

Output only. Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
Timestamp	The updateTime.

getUpdateTimeBuilder()

public Timestamp.Builder getUpdateTimeBuilder()

Output only. Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
Builder

getUpdateTimeOrBuilder()

public TimestampOrBuilder getUpdateTimeOrBuilder()

Output only. Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
TimestampOrBuilder

getValueType()

public Feature.ValueType getValueType()

Required. Immutable. Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = REQUIRED, (.google.api.field_behavior) = IMMUTABLE];

Returns
Type	Description
Feature.ValueType	The valueType.

getValueTypeValue()

public int getValueTypeValue()

Required. Immutable. Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = REQUIRED, (.google.api.field_behavior) = IMMUTABLE];

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

hasCreateTime()

public boolean hasCreateTime()

Output only. Timestamp when this EntityType was created.

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

Returns
Type	Description
boolean	Whether the createTime field is set.

hasMonitoringConfig() (deprecated)

public boolean hasMonitoringConfig()

Deprecated. google.cloud.aiplatform.v1beta1.Feature.monitoring_config is deprecated. See google/cloud/aiplatform/v1beta1/feature.proto;l=161

Optional. Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
boolean	Whether the monitoringConfig field is set.

hasUpdateTime()

public boolean hasUpdateTime()

Output only. Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.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 Feature.Builder mergeCreateTime(Timestamp value)

Output only. Timestamp when this EntityType was created.

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

Parameter
Name	Description
value	Timestamp

Returns
Type	Description
Feature.Builder

mergeFrom(Feature other)

public Feature.Builder mergeFrom(Feature other)

Parameter
Name	Description
other	Feature

Returns
Type	Description
Feature.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
Feature.Builder

Overrides

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

Exceptions
Type	Description
IOException

mergeFrom(Message other)

public Feature.Builder mergeFrom(Message other)

Parameter
Name	Description
other	Message

Returns
Type	Description
Feature.Builder

Overrides

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

mergeMonitoringConfig(FeaturestoreMonitoringConfig value)

public Feature.Builder mergeMonitoringConfig(FeaturestoreMonitoringConfig value)

Optional. Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
value	FeaturestoreMonitoringConfig

Returns
Type	Description
Feature.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final Feature.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
Feature.Builder

Overrides

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

mergeUpdateTime(Timestamp value)

public Feature.Builder mergeUpdateTime(Timestamp value)

Output only. Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
value	Timestamp

Returns
Type	Description
Feature.Builder

putAllLabels(Map<String,String> values)

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

Optional. The labels with user-defined metadata to organize your Features.

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 Feature (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
Feature.Builder

putLabels(String key, String value)

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

Optional. The labels with user-defined metadata to organize your Features.

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 Feature (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
Feature.Builder

removeLabels(String key)

public Feature.Builder removeLabels(String key)

Optional. The labels with user-defined metadata to organize your Features.

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 Feature (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
Feature.Builder

removeMonitoringStats(int index)

public Feature.Builder removeMonitoringStats(int index)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
Feature.Builder

removeMonitoringStatsAnomalies(int index)

public Feature.Builder removeMonitoringStatsAnomalies(int index)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
index	int

Returns
Type	Description
Feature.Builder

setCreateTime(Timestamp value)

public Feature.Builder setCreateTime(Timestamp value)

Output only. Timestamp when this EntityType was created.

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

Parameter
Name	Description
value	Timestamp

Returns
Type	Description
Feature.Builder

setCreateTime(Timestamp.Builder builderForValue)

public Feature.Builder setCreateTime(Timestamp.Builder builderForValue)

Output only. Timestamp when this EntityType was created.

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

Parameter
Name	Description
builderForValue	Builder

Returns
Type	Description
Feature.Builder

setDescription(String value)

public Feature.Builder setDescription(String value)

Description of the Feature.

string description = 2;

Parameter
Name	Description
value	String The description to set.

Returns
Type	Description
Feature.Builder	This builder for chaining.

setDescriptionBytes(ByteString value)

public Feature.Builder setDescriptionBytes(ByteString value)

Description of the Feature.

string description = 2;

Parameter
Name	Description
value	ByteString The bytes for description to set.

Returns
Type	Description
Feature.Builder	This builder for chaining.

setDisableMonitoring(boolean value)

public Feature.Builder setDisableMonitoring(boolean value)

Optional. If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If set to true, all types of data monitoring are disabled despite the config on EntityType.

bool disable_monitoring = 12 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
value	boolean The disableMonitoring to set.

Returns
Type	Description
Feature.Builder	This builder for chaining.

setEtag(String value)

public Feature.Builder setEtag(String value)

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Parameter
Name	Description
value	String The etag to set.

Returns
Type	Description
Feature.Builder	This builder for chaining.

setEtagBytes(ByteString value)

public Feature.Builder setEtagBytes(ByteString value)

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Parameter
Name	Description
value	ByteString The bytes for etag to set.

Returns
Type	Description
Feature.Builder	This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

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

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
Feature.Builder

Overrides

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

setMonitoringConfig(FeaturestoreMonitoringConfig value)

public Feature.Builder setMonitoringConfig(FeaturestoreMonitoringConfig value)

Optional. Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
value	FeaturestoreMonitoringConfig

Returns
Type	Description
Feature.Builder

setMonitoringConfig(FeaturestoreMonitoringConfig.Builder builderForValue)

public Feature.Builder setMonitoringConfig(FeaturestoreMonitoringConfig.Builder builderForValue)

Optional. Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
builderForValue	FeaturestoreMonitoringConfig.Builder

Returns
Type	Description
Feature.Builder

setMonitoringStats(int index, FeatureStatsAnomaly value)

public Feature.Builder setMonitoringStats(int index, FeatureStatsAnomaly value)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
index	int
value	FeatureStatsAnomaly

Returns
Type	Description
Feature.Builder

setMonitoringStats(int index, FeatureStatsAnomaly.Builder builderForValue)

public Feature.Builder setMonitoringStats(int index, FeatureStatsAnomaly.Builder builderForValue)

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
index	int
builderForValue	FeatureStatsAnomaly.Builder

Returns
Type	Description
Feature.Builder

setMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly value)

public Feature.Builder setMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly value)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
index	int
value	Feature.MonitoringStatsAnomaly

Returns
Type	Description
Feature.Builder

setMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly.Builder builderForValue)

public Feature.Builder setMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly.Builder builderForValue)

Output only. The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
index	int
builderForValue	Feature.MonitoringStatsAnomaly.Builder

Returns
Type	Description
Feature.Builder

setName(String value)

public Feature.Builder setName(String value)

Immutable. Name of the Feature. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}

The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.

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

Parameter
Name	Description
value	String The name to set.

Returns
Type	Description
Feature.Builder	This builder for chaining.

setNameBytes(ByteString value)

public Feature.Builder setNameBytes(ByteString value)

Immutable. Name of the Feature. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}

The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.

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

Parameter
Name	Description
value	ByteString The bytes for name to set.

Returns
Type	Description
Feature.Builder	This builder for chaining.

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

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

Parameters
Name	Description
field	FieldDescriptor
index	int
value	Object

Returns
Type	Description
Feature.Builder

Overrides

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

setUnknownFields(UnknownFieldSet unknownFields)

public final Feature.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
Feature.Builder

Overrides

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

setUpdateTime(Timestamp value)

public Feature.Builder setUpdateTime(Timestamp value)

Output only. Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
value	Timestamp

Returns
Type	Description
Feature.Builder

setUpdateTime(Timestamp.Builder builderForValue)

public Feature.Builder setUpdateTime(Timestamp.Builder builderForValue)

Output only. Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
builderForValue	Builder

Returns
Type	Description
Feature.Builder

setValueType(Feature.ValueType value)

public Feature.Builder setValueType(Feature.ValueType value)

Required. Immutable. Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = REQUIRED, (.google.api.field_behavior) = IMMUTABLE];

Parameter
Name	Description
value	Feature.ValueType The valueType to set.

Returns
Type	Description
Feature.Builder	This builder for chaining.

setValueTypeValue(int value)

public Feature.Builder setValueTypeValue(int value)

Required. Immutable. Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = REQUIRED, (.google.api.field_behavior) = IMMUTABLE];

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

Returns
Type	Description
Feature.Builder	This builder for chaining.