Google Cloud Ai Platform V1 Client - Class FeatureView (0.39.0)

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

FeatureView is representation of values that the FeatureOnlineStore will serve based on its syncConfig.

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

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name Description
data array

Optional. Data for populating the Message object.
↳ big_query_source Google\Cloud\AIPlatform\V1\FeatureView\BigQuerySource

Optional. Configures how data is supposed to be extracted from a BigQuery source to be loaded onto the FeatureOnlineStore.
↳ feature_registry_source Google\Cloud\AIPlatform\V1\FeatureView\FeatureRegistrySource

Optional. Configures the features from a Feature Registry source that need to be loaded onto the FeatureOnlineStore.
↳ name string

Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}
↳ create_time Google\Protobuf\Timestamp

Output only. Timestamp when this FeatureView was created.
↳ update_time Google\Protobuf\Timestamp

Output only. Timestamp when this FeatureView was last updated.
↳ etag string

Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
↳ labels array|Google\Protobuf\Internal\MapField

Optional. The labels with user-defined metadata to organize your FeatureViews. 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 FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
↳ sync_config Google\Cloud\AIPlatform\V1\FeatureView\SyncConfig

Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
↳ index_config Google\Cloud\AIPlatform\V1\FeatureView\IndexConfig

Optional. Configuration for index preparation for vector search. It contains the required configurations to create an index from source data, so that approximate nearest neighbor (a.k.a ANN) algorithms search can be performed during online serving.

getBigQuerySource

Optional. Configures how data is supposed to be extracted from a BigQuery source to be loaded onto the FeatureOnlineStore.

Returns
Type Description
Google\Cloud\AIPlatform\V1\FeatureView\BigQuerySource|null

hasBigQuerySource

setBigQuerySource

Optional. Configures how data is supposed to be extracted from a BigQuery source to be loaded onto the FeatureOnlineStore.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\FeatureView\BigQuerySource
Returns
Type Description
$this

getFeatureRegistrySource

Optional. Configures the features from a Feature Registry source that need to be loaded onto the FeatureOnlineStore.

Returns
Type Description
Google\Cloud\AIPlatform\V1\FeatureView\FeatureRegistrySource|null

hasFeatureRegistrySource

setFeatureRegistrySource

Optional. Configures the features from a Feature Registry source that need to be loaded onto the FeatureOnlineStore.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\FeatureView\FeatureRegistrySource
Returns
Type Description
$this

getName

Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

Returns
Type Description
string

setName

Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

Parameter
Name Description
var string
Returns
Type Description
$this

getCreateTime

Output only. Timestamp when this FeatureView was created.

Returns
Type Description
Google\Protobuf\Timestamp|null

hasCreateTime

clearCreateTime

setCreateTime

Output only. Timestamp when this FeatureView was created.

Parameter
Name Description
var Google\Protobuf\Timestamp
Returns
Type Description
$this

getUpdateTime

Output only. Timestamp when this FeatureView was last updated.

Returns
Type Description
Google\Protobuf\Timestamp|null

hasUpdateTime

clearUpdateTime

setUpdateTime

Output only. Timestamp when this FeatureView was last updated.

Parameter
Name Description
var Google\Protobuf\Timestamp
Returns
Type Description
$this

getEtag

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

Returns
Type Description
string

setEtag

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

Parameter
Name Description
var string
Returns
Type Description
$this

getLabels

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

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 FeatureOnlineStore(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 FeatureViews.

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 FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

Parameter
Name Description
var array|Google\Protobuf\Internal\MapField
Returns
Type Description
$this

getSyncConfig

Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.

Returns
Type Description
Google\Cloud\AIPlatform\V1\FeatureView\SyncConfig|null

hasSyncConfig

clearSyncConfig

setSyncConfig

Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\FeatureView\SyncConfig
Returns
Type Description
$this

getIndexConfig

Optional. Configuration for index preparation for vector search. It contains the required configurations to create an index from source data, so that approximate nearest neighbor (a.k.a ANN) algorithms search can be performed during online serving.

Returns
Type Description
Google\Cloud\AIPlatform\V1\FeatureView\IndexConfig|null

hasIndexConfig

clearIndexConfig

setIndexConfig

Optional. Configuration for index preparation for vector search. It contains the required configurations to create an index from source data, so that approximate nearest neighbor (a.k.a ANN) algorithms search can be performed during online serving.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\FeatureView\IndexConfig
Returns
Type Description
$this

getSource

Returns
Type Description
string