public sealed class Featurestore : IMessage<Featurestore>, IEquatable<Featurestore>, IDeepCloneable<Featurestore>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1 API 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.
Implements
IMessageFeaturestore, IEquatableFeaturestore, IDeepCloneableFeaturestore, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
Featurestore()
public Featurestore()Featurestore(Featurestore)
public Featurestore(Featurestore other)| Parameter | |
|---|---|
| Name | Description |
other | Featurestore |
Properties
CreateTime
public Timestamp CreateTime { get; set; }Output only. Timestamp when this Featurestore was created.
| Property Value | |
|---|---|
| Type | Description |
Timestamp | |
EncryptionSpec
public EncryptionSpec EncryptionSpec { get; set; }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.
| Property Value | |
|---|---|
| Type | Description |
EncryptionSpec | |
Etag
public string Etag { get; set; }Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
| Property Value | |
|---|---|
| Type | Description |
string | |
FeaturestoreName
public FeaturestoreName FeaturestoreName { get; set; }FeaturestoreName-typed view over the Name resource name property.
| Property Value | |
|---|---|
| Type | Description |
FeaturestoreName | |
Labels
public MapField<string, string> Labels { get; }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.
| Property Value | |
|---|---|
| Type | Description |
MapFieldstringstring | |
Name
public string Name { get; set; }Output only. Name of the Featurestore. Format:
projects/{project}/locations/{location}/featurestores/{featurestore}
| Property Value | |
|---|---|
| Type | Description |
string | |
OnlineServingConfig
public Featurestore.Types.OnlineServingConfig OnlineServingConfig { get; set; }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.
| Property Value | |
|---|---|
| Type | Description |
FeaturestoreTypesOnlineServingConfig | |
OnlineStorageTtlDays
public int OnlineStorageTtlDays { get; set; }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
| Property Value | |
|---|---|
| Type | Description |
int | |
State
public Featurestore.Types.State State { get; set; }Output only. State of the featurestore.
| Property Value | |
|---|---|
| Type | Description |
FeaturestoreTypesState | |
UpdateTime
public Timestamp UpdateTime { get; set; }Output only. Timestamp when this Featurestore was last updated.
| Property Value | |
|---|---|
| Type | Description |
Timestamp | |