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public interface FeatureOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
containsLabels(String key)
public abstract 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 abstract 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. |
getCreateTimeOrBuilder()
public abstract 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 |
|
getDescription()
public abstract String getDescription()Description of the Feature.
string description = 2;
| Returns | |
|---|---|
| Type | Description |
String |
The description. |
getDescriptionBytes()
public abstract ByteString getDescriptionBytes()Description of the Feature.
string description = 2;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for description. |
getDisableMonitoring()
public abstract 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 abstract 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 abstract 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() (deprecated)
public abstract Map<String,String> getLabels()Use #getLabelsMap() instead.
| Returns | |
|---|---|
| Type | Description |
Map<String,String> |
|
getLabelsCount()
public abstract 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 abstract 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 abstract 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 abstract 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 abstract FeaturestoreMonitoringConfig getMonitoringConfig()Deprecated. google.cloud.aiplatform.v1beta1.Feature.monitoring_config is deprecated. See google/cloud/aiplatform/v1beta1/feature.proto;l=170
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. |
getMonitoringConfigOrBuilder() (deprecated)
public abstract 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 abstract 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 abstract 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 |
|
getMonitoringStatsAnomaliesCount()
public abstract 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 abstract 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 abstract 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 abstract 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> |
|
getMonitoringStatsCount()
public abstract 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 abstract 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 abstract 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 abstract 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> |
|
getName()
public abstract 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 abstract 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 abstract 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 abstract 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 abstract 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. |
getUpdateTimeOrBuilder()
public abstract 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 abstract 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 abstract 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 abstract 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 abstract 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 abstract 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 abstract boolean hasMonitoringConfig()Deprecated. google.cloud.aiplatform.v1beta1.Feature.monitoring_config is deprecated. See google/cloud/aiplatform/v1beta1/feature.proto;l=170
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 abstract 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. |