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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
Methods
__construct
Constructor.
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.
↳ 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}
Generated from protobuf field string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
string
setName
Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}
Generated from protobuf field string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
string
$this
getCreateTime
Output only. Timestamp when this Featurestore was created.
Generated from protobuf field .google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Google\Protobuf\Timestamp|null
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this Featurestore was created.
Generated from protobuf field .google.protobuf.Timestamp create_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
Google\Protobuf\Timestamp
$this
getUpdateTime
Output only. Timestamp when this Featurestore was last updated.
Generated from protobuf field .google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
Google\Protobuf\Timestamp|null
hasUpdateTime
clearUpdateTime
setUpdateTime
Output only. Timestamp when this Featurestore was last updated.
Generated from protobuf field .google.protobuf.Timestamp update_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
Google\Protobuf\Timestamp
$this
getEtag
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
Generated from protobuf field string etag = 5 [(.google.api.field_behavior) = OPTIONAL];
string
setEtag
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
Generated from protobuf field string etag = 5 [(.google.api.field_behavior) = OPTIONAL];
var
string
$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.
Generated from protobuf field map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];
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.
Generated from protobuf field map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];
var
array|Google\Protobuf\Internal\MapField
$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.
Generated from protobuf field .google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];
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.
Generated from protobuf field .google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig online_serving_config = 7 [(.google.api.field_behavior) = OPTIONAL];
$this
getState
Output only. State of the featurestore.
Generated from protobuf field .google.cloud.aiplatform.v1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
int
setState
Output only. State of the featurestore.
Generated from protobuf field .google.cloud.aiplatform.v1.Featurestore.State state = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
int
$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.
Generated from protobuf field .google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];
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.
Generated from protobuf field .google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 10 [(.google.api.field_behavior) = OPTIONAL];
$this
