public final class FeatureGroup extends GeneratedMessageV3 implements FeatureGroupOrBuilder
Vertex AI Feature Group.
Protobuf type google.cloud.aiplatform.v1beta1.FeatureGroup
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int BIG_QUERY_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int CREATE_TIME_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int DESCRIPTION_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int ETAG_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int LABELS_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int NAME_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int SERVICE_ACCOUNT_EMAIL_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int SERVICE_AGENT_TYPE_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
public static final int UPDATE_TIME_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
|
Static Methods
public static FeatureGroup getDefaultInstance()
public static final Descriptors.Descriptor getDescriptor()
public static FeatureGroup.Builder newBuilder()
public static FeatureGroup.Builder newBuilder(FeatureGroup prototype)
public static FeatureGroup parseDelimitedFrom(InputStream input)
public static FeatureGroup parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureGroup parseFrom(byte[] data)
| Parameter |
| Name |
Description |
data |
byte[]
|
public static FeatureGroup parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static FeatureGroup parseFrom(ByteString data)
public static FeatureGroup parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static FeatureGroup parseFrom(CodedInputStream input)
public static FeatureGroup parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureGroup parseFrom(InputStream input)
public static FeatureGroup parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureGroup parseFrom(ByteBuffer data)
public static FeatureGroup parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Parser<FeatureGroup> parser()
Methods
public 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
|
public boolean equals(Object obj)
| Parameter |
| Name |
Description |
obj |
Object
|
Overrides
public 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;
public 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;
public 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.
|
public TimestampOrBuilder getCreateTimeOrBuilder()
Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
public FeatureGroup getDefaultInstanceForType()
public String getDescription()
Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
String |
The description.
|
public ByteString getDescriptionBytes()
Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns |
| Type |
Description |
ByteString |
The bytes for description.
|
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.
|
public 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.
|
public Map<String,String> getLabels()
public 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 |
|
public 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];
public 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];
| Returns |
| Type |
Description |
String |
|
public 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 |
|
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.
|
public 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.
|
public Parser<FeatureGroup> getParserForType()
Overrides
public int getSerializedSize()
| Returns |
| Type |
Description |
int |
|
Overrides
public 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.
|
public 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.
|
public 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];
public 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.
|
public FeatureGroup.SourceCase getSourceCase()
public 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.
|
public TimestampOrBuilder getUpdateTimeOrBuilder()
Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
public 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.
|
public 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.
|
public 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.
|
| Returns |
| Type |
Description |
int |
|
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
| Parameter |
| Name |
Description |
number |
int
|
| Returns |
| Type |
Description |
com.google.protobuf.MapFieldReflectionAccessor |
|
Overrides
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
public final boolean isInitialized()
Overrides
public FeatureGroup.Builder newBuilderForType()
protected FeatureGroup.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
| Returns |
| Type |
Description |
Object |
|
Overrides
public FeatureGroup.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides
