Class Feature.Builder (3.56.0) 

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

Feature Metadata information. For example, color is a feature that describes an apple.

Protobuf type google.cloud.aiplatform.v1beta1.Feature

Inheritance

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

Implements

FeatureOrBuilder

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

Methods

addAllFeatureStatsAndAnomaly(Iterable<? extends FeatureStatsAndAnomaly> values)

public Feature.Builder addAllFeatureStatsAndAnomaly(Iterable<? extends FeatureStatsAndAnomaly> values)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name Description
values Iterable<? extends com.google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly>
Returns
Type Description
Feature.Builder

addAllMonitoringStats(Iterable<? extends FeatureStatsAnomaly> values)

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

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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

addFeatureStatsAndAnomaly(FeatureStatsAndAnomaly value)

public Feature.Builder addFeatureStatsAndAnomaly(FeatureStatsAndAnomaly value)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name Description
value FeatureStatsAndAnomaly
Returns
Type Description
Feature.Builder

addFeatureStatsAndAnomaly(FeatureStatsAndAnomaly.Builder builderForValue)

public Feature.Builder addFeatureStatsAndAnomaly(FeatureStatsAndAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name Description
builderForValue FeatureStatsAndAnomaly.Builder
Returns
Type Description
Feature.Builder

addFeatureStatsAndAnomaly(int index, FeatureStatsAndAnomaly value)

public Feature.Builder addFeatureStatsAndAnomaly(int index, FeatureStatsAndAnomaly value)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name Description
index int
value FeatureStatsAndAnomaly
Returns
Type Description
Feature.Builder

addFeatureStatsAndAnomaly(int index, FeatureStatsAndAnomaly.Builder builderForValue)

public Feature.Builder addFeatureStatsAndAnomaly(int index, FeatureStatsAndAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name Description
index int
builderForValue FeatureStatsAndAnomaly.Builder
Returns
Type Description
Feature.Builder

addFeatureStatsAndAnomalyBuilder()

public FeatureStatsAndAnomaly.Builder addFeatureStatsAndAnomalyBuilder()

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
FeatureStatsAndAnomaly.Builder

addFeatureStatsAndAnomalyBuilder(int index)

public FeatureStatsAndAnomaly.Builder addFeatureStatsAndAnomalyBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name Description
index int
Returns
Type Description
FeatureStatsAndAnomaly.Builder

addMonitoringStats(FeatureStatsAnomaly value)

public Feature.Builder addMonitoringStats(FeatureStatsAnomaly value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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

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

clearCreateTime()

public Feature.Builder clearCreateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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.

clearFeatureStatsAndAnomaly()

public Feature.Builder clearFeatureStatsAndAnomaly()

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
Feature.Builder

clearField(Descriptors.FieldDescriptor field)

public Feature.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Name Description
field FieldDescriptor
Returns
Type Description
Feature.Builder
Overrides

clearLabels()

public Feature.Builder clearLabels()
Returns
Type Description
Feature.Builder

clearMonitoringConfig() (deprecated)

public Feature.Builder clearMonitoringConfig()

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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} projects/{project}/locations/{location}/featureGroups/{feature_group}/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

clearPointOfContact()

public Feature.Builder clearPointOfContact()

Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.

string point_of_contact = 107;

Returns
Type Description
Feature.Builder

This builder for chaining.

clearUpdateTime()

public Feature.Builder clearUpdateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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()

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

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

Returns
Type Description
Feature.Builder

This builder for chaining.

clearVersionColumnName()

public Feature.Builder clearVersionColumnName()

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Returns
Type Description
Feature.Builder

This builder for chaining.

clone()

public Feature.Builder clone()
Returns
Type Description
Feature.Builder
Overrides

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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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

getDisableMonitoring()

public boolean getDisableMonitoring()

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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.

getFeatureStatsAndAnomaly(int index)

public FeatureStatsAndAnomaly getFeatureStatsAndAnomaly(int index)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name Description
index int
Returns
Type Description
FeatureStatsAndAnomaly

getFeatureStatsAndAnomalyBuilder(int index)

public FeatureStatsAndAnomaly.Builder getFeatureStatsAndAnomalyBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name Description
index int
Returns
Type Description
FeatureStatsAndAnomaly.Builder

getFeatureStatsAndAnomalyBuilderList()

public List<FeatureStatsAndAnomaly.Builder> getFeatureStatsAndAnomalyBuilderList()

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
List<Builder>

getFeatureStatsAndAnomalyCount()

public int getFeatureStatsAndAnomalyCount()

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
int

getFeatureStatsAndAnomalyList()

public List<FeatureStatsAndAnomaly> getFeatureStatsAndAnomalyList()

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
List<FeatureStatsAndAnomaly>

getFeatureStatsAndAnomalyOrBuilder(int index)

public FeatureStatsAndAnomalyOrBuilder getFeatureStatsAndAnomalyOrBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name Description
index int
Returns
Type Description
FeatureStatsAndAnomalyOrBuilder

getFeatureStatsAndAnomalyOrBuilderList()

public List<? extends FeatureStatsAndAnomalyOrBuilder> getFeatureStatsAndAnomalyOrBuilderList()

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

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

getLabels() (deprecated)

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=171

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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() (deprecated)

public FeaturestoreMonitoringConfig.Builder getMonitoringConfigBuilder()

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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() (deprecated)

public FeaturestoreMonitoringConfigOrBuilder getMonitoringConfigOrBuilder()

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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() (deprecated)

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} projects/{project}/locations/{location}/featureGroups/{feature_group}/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} projects/{project}/locations/{location}/featureGroups/{feature_group}/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.

getPointOfContact()

public String getPointOfContact()

Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.

string point_of_contact = 107;

Returns
Type Description
String

The pointOfContact.

getPointOfContactBytes()

public ByteString getPointOfContactBytes()

Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.

string point_of_contact = 107;

Returns
Type Description
ByteString

The bytes for pointOfContact.

getUpdateTime()

public Timestamp getUpdateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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()

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

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

Returns
Type Description
Feature.ValueType

The valueType.

getValueTypeValue()

public int getValueTypeValue()

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

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

Returns
Type Description
int

The enum numeric value on the wire for valueType.

getVersionColumnName()

public String getVersionColumnName()

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Returns
Type Description
String

The versionColumnName.

getVersionColumnNameBytes()

public ByteString getVersionColumnNameBytes()

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Returns
Type Description
ByteString

The bytes for versionColumnName.

hasCreateTime()

public boolean hasCreateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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=171

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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

internalGetMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
Parameter
Name Description
number int
Returns
Type Description
com.google.protobuf.MapFieldReflectionAccessor
Overrides
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

internalGetMutableMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMutableMapFieldReflection(int number)
Parameter
Name Description
number int
Returns
Type Description
com.google.protobuf.MapFieldReflectionAccessor
Overrides
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

mergeCreateTime(Timestamp value)

public Feature.Builder mergeCreateTime(Timestamp value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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
Exceptions
Type Description
IOException

mergeFrom(Message other)

public Feature.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
Feature.Builder
Overrides

mergeMonitoringConfig(FeaturestoreMonitoringConfig value) (deprecated)

public Feature.Builder mergeMonitoringConfig(FeaturestoreMonitoringConfig value)

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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

mergeUpdateTime(Timestamp value)

public Feature.Builder mergeUpdateTime(Timestamp value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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

removeFeatureStatsAndAnomaly(int index)

public Feature.Builder removeFeatureStatsAndAnomaly(int index)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name Description
index int
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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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.

setFeatureStatsAndAnomaly(int index, FeatureStatsAndAnomaly value)

public Feature.Builder setFeatureStatsAndAnomaly(int index, FeatureStatsAndAnomaly value)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name Description
index int
value FeatureStatsAndAnomaly
Returns
Type Description
Feature.Builder

setFeatureStatsAndAnomaly(int index, FeatureStatsAndAnomaly.Builder builderForValue)

public Feature.Builder setFeatureStatsAndAnomaly(int index, FeatureStatsAndAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly feature_stats_and_anomaly = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name Description
index int
builderForValue FeatureStatsAndAnomaly.Builder
Returns
Type Description
Feature.Builder

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

setMonitoringConfig(FeaturestoreMonitoringConfig value) (deprecated)

public Feature.Builder setMonitoringConfig(FeaturestoreMonitoringConfig value)

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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) (deprecated)

public Feature.Builder setMonitoringConfig(FeaturestoreMonitoringConfig.Builder builderForValue)

Optional. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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} projects/{project}/locations/{location}/featureGroups/{feature_group}/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} projects/{project}/locations/{location}/featureGroups/{feature_group}/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.

setPointOfContact(String value)

public Feature.Builder setPointOfContact(String value)

Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.

string point_of_contact = 107;

Parameter
Name Description
value String

The pointOfContact to set.
Returns
Type Description
Feature.Builder

This builder for chaining.

setPointOfContactBytes(ByteString value)

public Feature.Builder setPointOfContactBytes(ByteString value)

Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.

string point_of_contact = 107;

Parameter
Name Description
value ByteString

The bytes for pointOfContact 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

setUnknownFields(UnknownFieldSet unknownFields)

public final Feature.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
Feature.Builder
Overrides

setUpdateTime(Timestamp value)

public Feature.Builder setUpdateTime(Timestamp value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). 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. Only applicable for Vertex AI Feature Store (Legacy). 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)

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.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)

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.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.

setVersionColumnName(String value)

public Feature.Builder setVersionColumnName(String value)

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Parameter
Name Description
value String

The versionColumnName to set.
Returns
Type Description
Feature.Builder

This builder for chaining.

setVersionColumnNameBytes(ByteString value)

public Feature.Builder setVersionColumnNameBytes(ByteString value)

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Parameter
Name Description
value ByteString

The bytes for versionColumnName to set.
Returns
Type Description
Feature.Builder

This builder for chaining.