- 1.35.0 (latest)
- 1.34.0
- 1.33.0
- 1.32.1
- 1.31.0
- 1.30.0
- 1.26.0
- 1.23.0
- 1.22.0
- 1.21.0
- 1.20.0
- 1.19.0
- 1.18.0
- 1.17.0
- 1.16.0
- 1.15.0
- 1.14.0
- 1.13.1
- 1.12.0
- 1.11.0
- 1.10.0
- 1.9.0
- 1.8.0
- 1.7.0
- 1.6.0
- 1.5.0
- 1.4.0
- 1.3.0
- 1.2.0
- 1.1.0
- 1.0.0
- 0.39.0
- 0.38.0
- 0.37.1
- 0.32.0
- 0.31.0
- 0.30.0
- 0.29.0
- 0.28.0
- 0.27.0
- 0.26.2
- 0.25.0
- 0.24.0
- 0.23.0
- 0.22.0
- 0.21.0
- 0.20.0
- 0.19.0
- 0.18.0
- 0.17.0
- 0.16.0
- 0.15.0
- 0.13.0
- 0.12.0
- 0.11.1
- 0.10.0
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 \ V1Methods
__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
↳ update_time
↳ 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
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
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.
↳ satisfies_pzs
bool
Output only. Reserved for future use.
↳ satisfies_pzi
bool
Output only. Reserved for future use.
getName
Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}
string
setName
Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}
var
string
$this
getCreateTime
Output only. Timestamp when this Featurestore was created.
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this Featurestore was created.
$this
getUpdateTime
Output only. Timestamp when this Featurestore was last updated.
hasUpdateTime
clearUpdateTime
setUpdateTime
Output only. Timestamp when this Featurestore was last updated.
$this
getEtag
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string
setEtag
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
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.
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.
$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.
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.
$this
getState
Output only. State of the featurestore.
int
setState
Output only. State of the featurestore.
var
int
$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
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
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.
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.
$this
getSatisfiesPzs
Output only. Reserved for future use.
bool
setSatisfiesPzs
Output only. Reserved for future use.
var
bool
$this
getSatisfiesPzi
Output only. Reserved for future use.
bool
setSatisfiesPzi
Output only. Reserved for future use.
var
bool
$this
