Google Cloud Ai Platform V1 Client - Class Feature (0.28.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Feature.

Feature Metadata information.

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

Generated from protobuf message google.cloud.aiplatform.v1.Feature

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
NameDescription
data array

Optional. Data for populating the Message object.

↳ name string

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.

↳ description string

Description of the Feature.

↳ value_type int

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

↳ create_time Google\Protobuf\Timestamp

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

↳ update_time Google\Protobuf\Timestamp

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

↳ labels array|Google\Protobuf\Internal\MapField

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.

↳ etag string

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

↳ disable_monitoring bool

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.

↳ monitoring_stats_anomalies array<Google\Cloud\AIPlatform\V1\Feature\MonitoringStatsAnomaly>

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

↳ version_column_name string

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

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.

Returns
TypeDescription
string

setName

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.

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getDescription

Description of the Feature.

Returns
TypeDescription
string

setDescription

Description of the Feature.

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getValueType

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

Type of Feature value.

Returns
TypeDescription
int

setValueType

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

Type of Feature value.

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getCreateTime

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

Timestamp when this EntityType was created.

Returns
TypeDescription
Google\Protobuf\Timestamp|null

hasCreateTime

clearCreateTime

setCreateTime

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

Timestamp when this EntityType was created.

Parameter
NameDescription
var Google\Protobuf\Timestamp
Returns
TypeDescription
$this

getUpdateTime

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

Timestamp when this EntityType was most recently updated.

Returns
TypeDescription
Google\Protobuf\Timestamp|null

hasUpdateTime

clearUpdateTime

setUpdateTime

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

Timestamp when this EntityType was most recently updated.

Parameter
NameDescription
var Google\Protobuf\Timestamp
Returns
TypeDescription
$this

getLabels

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.

Returns
TypeDescription
Google\Protobuf\Internal\MapField

setLabels

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.

Parameter
NameDescription
var array|Google\Protobuf\Internal\MapField
Returns
TypeDescription
$this

getEtag

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

Returns
TypeDescription
string

setEtag

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

Parameter
NameDescription
var string
Returns
TypeDescription
$this

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.

Returns
TypeDescription
bool

setDisableMonitoring

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.

Parameter
NameDescription
var bool
Returns
TypeDescription
$this

getMonitoringStatsAnomalies

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

The list of historical stats and anomalies with specified objectives.

Returns
TypeDescription
Google\Protobuf\Internal\RepeatedField

setMonitoringStatsAnomalies

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

The list of historical stats and anomalies with specified objectives.

Parameter
NameDescription
var array<Google\Cloud\AIPlatform\V1\Feature\MonitoringStatsAnomaly>
Returns
TypeDescription
$this

getVersionColumnName

Only applicable for Vertex AI Feature Store.

The name of the BigQuery Table/View columnn hosting data for this version. If no value is provided, will use feature_id.

Returns
TypeDescription
string

setVersionColumnName

Only applicable for Vertex AI Feature Store.

The name of the BigQuery Table/View columnn hosting data for this version. If no value is provided, will use feature_id.

Parameter
NameDescription
var string
Returns
TypeDescription
$this