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public interface FeatureGroupOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
containsLabels(String key)
public abstract boolean containsLabels(String key)Optional. The labels with user-defined metadata to organize your FeatureGroup.
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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
key |
String |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getBigQuery()
public abstract FeatureGroup.BigQuery getBigQuery() Indicates that features for this group come from BigQuery Table/View.
By default treats the source as a sparse time series source. The BigQuery
source table or view must have at least one entity ID column and a column
named feature_timestamp.
.google.cloud.aiplatform.v1beta1.FeatureGroup.BigQuery big_query = 7;
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery |
The bigQuery. |
getBigQueryOrBuilder()
public abstract FeatureGroup.BigQueryOrBuilder getBigQueryOrBuilder() Indicates that features for this group come from BigQuery Table/View.
By default treats the source as a sparse time series source. The BigQuery
source table or view must have at least one entity ID column and a column
named feature_timestamp.
.google.cloud.aiplatform.v1beta1.FeatureGroup.BigQuery big_query = 7;
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQueryOrBuilder |
|
getCreateTime()
public abstract Timestamp getCreateTime()Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
Timestamp |
The createTime. |
getCreateTimeOrBuilder()
public abstract TimestampOrBuilder getCreateTimeOrBuilder()Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
TimestampOrBuilder |
|
getDescription()
public abstract String getDescription()Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
String |
The description. |
getDescriptionBytes()
public abstract ByteString getDescriptionBytes()Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for description. |
getEtag()
public abstract String getEtag()Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string etag = 4 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
String |
The etag. |
getEtagBytes()
public abstract ByteString getEtagBytes()Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string etag = 4 [(.google.api.field_behavior) = OPTIONAL];
| 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 FeatureGroup.
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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.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 FeatureGroup.
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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.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 FeatureGroup.
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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.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 FeatureGroup.
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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
key |
String |
| Returns | |
|---|---|
| Type | Description |
String |
|
getName()
public abstract String getName() Identifier. Name of the FeatureGroup. Format:
projects/{project}/locations/{location}/featureGroups/{featureGroup}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Returns | |
|---|---|
| Type | Description |
String |
The name. |
getNameBytes()
public abstract ByteString getNameBytes() Identifier. Name of the FeatureGroup. Format:
projects/{project}/locations/{location}/featureGroups/{featureGroup}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for name. |
getServiceAccountEmail()
public abstract String getServiceAccountEmail()Output only. A Service Account unique to this FeatureGroup. The role bigquery.dataViewer should be granted to this service account to allow Vertex AI Feature Store to access source data while running jobs under this FeatureGroup.
string service_account_email = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
String |
The serviceAccountEmail. |
getServiceAccountEmailBytes()
public abstract ByteString getServiceAccountEmailBytes()Output only. A Service Account unique to this FeatureGroup. The role bigquery.dataViewer should be granted to this service account to allow Vertex AI Feature Store to access source data while running jobs under this FeatureGroup.
string service_account_email = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for serviceAccountEmail. |
getServiceAgentType()
public abstract FeatureGroup.ServiceAgentType getServiceAgentType() Optional. Service agent type used during jobs under a FeatureGroup. By
default, the Vertex AI Service Agent is used. When using an IAM Policy to
isolate this FeatureGroup within a project, a separate service account
should be provisioned by setting this field to
SERVICE_AGENT_TYPE_FEATURE_GROUP. This will generate a separate service
account to access the BigQuery source table.
.google.cloud.aiplatform.v1beta1.FeatureGroup.ServiceAgentType service_agent_type = 8 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.ServiceAgentType |
The serviceAgentType. |
getServiceAgentTypeValue()
public abstract int getServiceAgentTypeValue() Optional. Service agent type used during jobs under a FeatureGroup. By
default, the Vertex AI Service Agent is used. When using an IAM Policy to
isolate this FeatureGroup within a project, a separate service account
should be provisioned by setting this field to
SERVICE_AGENT_TYPE_FEATURE_GROUP. This will generate a separate service
account to access the BigQuery source table.
.google.cloud.aiplatform.v1beta1.FeatureGroup.ServiceAgentType service_agent_type = 8 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
int |
The enum numeric value on the wire for serviceAgentType. |
getSourceCase()
public abstract FeatureGroup.SourceCase getSourceCase()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.SourceCase |
|
getUpdateTime()
public abstract Timestamp getUpdateTime()Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
Timestamp |
The updateTime. |
getUpdateTimeOrBuilder()
public abstract TimestampOrBuilder getUpdateTimeOrBuilder()Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
TimestampOrBuilder |
|
hasBigQuery()
public abstract boolean hasBigQuery() Indicates that features for this group come from BigQuery Table/View.
By default treats the source as a sparse time series source. The BigQuery
source table or view must have at least one entity ID column and a column
named feature_timestamp.
.google.cloud.aiplatform.v1beta1.FeatureGroup.BigQuery big_query = 7;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the bigQuery field is set. |
hasCreateTime()
public abstract boolean hasCreateTime()Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the createTime field is set. |
hasUpdateTime()
public abstract boolean hasUpdateTime()Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the updateTime field is set. |