Google Cloud Ai Platform V1 Client - Class Feature (0.32.0)

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
Name	Description
`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 column 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
Type	Description
`string`

setName

Immutable. Name of the Feature.

Parameter
Name	Description
`var`	`string`

Returns
Type	Description
`$this`

getDescription

Description of the Feature.

Returns
Type	Description
`string`

setDescription

Description of the Feature.

Parameter
Name	Description
`var`	`string`

Returns
Type	Description
`$this`

getValueType

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

Type of Feature value.

Returns
Type	Description
`int`

setValueType

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

Type of Feature value.

Parameter
Name	Description
`var`	`int`

Returns
Type	Description
`$this`

getCreateTime

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

Timestamp when this EntityType was created.

Returns
Type	Description
`Google\Protobuf\Timestamp\|null`

hasCreateTime

clearCreateTime

setCreateTime

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

Timestamp when this EntityType was created.

Parameter
Name	Description
`var`	`Google\Protobuf\Timestamp`

Returns
Type	Description
`$this`

getUpdateTime

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

Timestamp when this EntityType was most recently updated.

Returns
Type	Description
`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
Name	Description
`var`	`Google\Protobuf\Timestamp`

Returns
Type	Description
`$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
Type	Description
`Google\Protobuf\Internal\MapField`

setLabels

Optional. The labels with user-defined metadata to organize your Features.

Parameter
Name	Description
`var`	`array\|Google\Protobuf\Internal\MapField`

Returns
Type	Description
`$this`

getEtag

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

Returns
Type	Description
`string`

setEtag

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

Parameter
Name	Description
`var`	`string`

Returns
Type	Description
`$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
Type	Description
`bool`

setDisableMonitoring

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

Parameter
Name	Description
`var`	`bool`

Returns
Type	Description
`$this`

getMonitoringStatsAnomalies

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

The list of historical stats and anomalies with specified objectives.

Returns
Type	Description
`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
Name	Description
`var`	`array<Google\Cloud\AIPlatform\V1\Feature\MonitoringStatsAnomaly>`

Returns
Type	Description
`$this`

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.

Returns
Type	Description
`string`

setVersionColumnName

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.

Parameter
Name	Description
`var`	`string`

Returns
Type	Description
`$this`