Google Cloud Ai Platform V1 Client - Class Featurestore (0.37.1)

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

Vertex AI Feature Store provides a centralized repository for organizing, storing, and serving ML features. The Featurestore is a top-level container for your features and their values.

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

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name Description
data array

Optional. Data for populating the Message object.
↳ name string

Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}
↳ create_time Google\Protobuf\Timestamp

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

Output only. Timestamp when this Featurestore 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 Featurestore. 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 Featurestore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
↳ online_serving_config Google\Cloud\AIPlatform\V1\Featurestore\OnlineServingConfig

Optional. Config for online storage resources. The field should not co-exist with the field of OnlineStoreReplicationConfig. If both of it and OnlineStoreReplicationConfig are unset, the feature store will not have an online store and cannot be used for online serving.
↳ state int

Output only. State of the featurestore.
↳ online_storage_ttl_days int

Optional. TTL in days for feature values that will be stored in online serving storage. The Feature Store online storage periodically removes obsolete feature values older than online_storage_ttl_days since the feature generation time. Note that online_storage_ttl_days should be less than or equal to offline_storage_ttl_days for each EntityType under a featurestore. If not set, default to 4000 days
↳ encryption_spec Google\Cloud\AIPlatform\V1\EncryptionSpec

Optional. Customer-managed encryption key spec for data storage. If set, both of the online and offline data storage will be secured by this key.

getName

Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

Returns
Type Description
string

setName

Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

Parameter
Name Description
var string
Returns
Type Description
$this

getCreateTime

Output only. Timestamp when this Featurestore was created.

Returns
Type Description
Google\Protobuf\Timestamp|null

hasCreateTime

clearCreateTime

setCreateTime

Output only. Timestamp when this Featurestore was created.

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

getUpdateTime

Output only. Timestamp when this Featurestore was last updated.

Returns
Type Description
Google\Protobuf\Timestamp|null

hasUpdateTime

clearUpdateTime

setUpdateTime

Output only. Timestamp when this Featurestore 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 Featurestore.

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 Featurestore(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 Featurestore.

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 Featurestore(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

getOnlineServingConfig

Optional. Config for online storage resources. The field should not co-exist with the field of OnlineStoreReplicationConfig. If both of it and OnlineStoreReplicationConfig are unset, the feature store will not have an online store and cannot be used for online serving.

Returns
Type Description
Google\Cloud\AIPlatform\V1\Featurestore\OnlineServingConfig|null

hasOnlineServingConfig

clearOnlineServingConfig

setOnlineServingConfig

Optional. Config for online storage resources. The field should not co-exist with the field of OnlineStoreReplicationConfig. If both of it and OnlineStoreReplicationConfig are unset, the feature store will not have an online store and cannot be used for online serving.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\Featurestore\OnlineServingConfig
Returns
Type Description
$this

getState

Output only. State of the featurestore.

Returns
Type Description
int

setState

Output only. State of the featurestore.

Parameter
Name Description
var int
Returns
Type Description
$this

getOnlineStorageTtlDays

Optional. TTL in days for feature values that will be stored in online serving storage. The Feature Store online storage periodically removes obsolete feature values older than online_storage_ttl_days since the feature generation time. Note that online_storage_ttl_days should be less than or equal to offline_storage_ttl_days for each EntityType under a featurestore. If not set, default to 4000 days

Returns
Type Description
int

setOnlineStorageTtlDays

Optional. TTL in days for feature values that will be stored in online serving storage. The Feature Store online storage periodically removes obsolete feature values older than online_storage_ttl_days since the feature generation time. Note that online_storage_ttl_days should be less than or equal to offline_storage_ttl_days for each EntityType under a featurestore. If not set, default to 4000 days

Parameter
Name Description
var int
Returns
Type Description
$this

getEncryptionSpec

Optional. Customer-managed encryption key spec for data storage. If set, both of the online and offline data storage will be secured by this key.

Returns
Type Description
Google\Cloud\AIPlatform\V1\EncryptionSpec|null

hasEncryptionSpec

clearEncryptionSpec

setEncryptionSpec

Optional. Customer-managed encryption key spec for data storage. If set, both of the online and offline data storage will be secured by this key.

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