Google Cloud Ai Platform V1 Client - Class FeatureView (1.11.0)

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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.
↳ vertex_rag_source	Google\Cloud\AIPlatform\V1\FeatureView\VertexRagSource Optional. The Vertex RAG Source that the FeatureView is linked to.
↳ 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.
↳ satisfies_pzs	bool Output only. Reserved for future use.
↳ satisfies_pzi	bool Output only. Reserved for future use.

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

getVertexRagSource

Optional. The Vertex RAG Source that the FeatureView is linked to.

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

hasVertexRagSource

setVertexRagSource

Optional. The Vertex RAG Source that the FeatureView is linked to.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\FeatureView\VertexRagSource

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

getSatisfiesPzs

Output only. Reserved for future use.

Returns
Type	Description
bool

setSatisfiesPzs

Output only. Reserved for future use.

Parameter
Name	Description
var	bool

Returns
Type	Description
$this

getSatisfiesPzi

Output only. Reserved for future use.

Returns
Type	Description
bool

setSatisfiesPzi

Output only. Reserved for future use.

Parameter
Name	Description
var	bool

Returns
Type	Description
$this

getSource

Returns
Type	Description
string