java.lang.Object
- com.pulumi.resources.Resource
- - com.pulumi.resources.CustomResource
  - - com.pulumi.gcp.vertex.AiFeatureStore

```
public class AiFeatureStore
extends com.pulumi.resources.CustomResource
```
A collection of DataItems and Annotations on them. To get more information about Featurestore, see: * [API documentation](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/projects.locations.featurestores) * How-to Guides * [Official Documentation](https://cloud.google.com/vertex-ai/docs) ## Example Usage ### Vertex Ai Featurestore ```java package generated_program; import com.pulumi.Context; import com.pulumi.Pulumi; import com.pulumi.core.Output; import com.pulumi.gcp.vertex.AiFeatureStore; import com.pulumi.gcp.vertex.AiFeatureStoreArgs; import com.pulumi.gcp.vertex.inputs.AiFeatureStoreEncryptionSpecArgs; import com.pulumi.gcp.vertex.inputs.AiFeatureStoreOnlineServingConfigArgs; import java.util.List; import java.util.ArrayList; import java.util.Map; import java.io.File; import java.nio.file.Files; import java.nio.file.Paths; public class App { public static void main(String[] args) { Pulumi.run(App::stack); } public static void stack(Context ctx) { var featurestore = new AiFeatureStore("featurestore", AiFeatureStoreArgs.builder() .encryptionSpec(AiFeatureStoreEncryptionSpecArgs.builder() .kmsKeyName("kms-name") .build()) .forceDestroy(true) .labels(Map.of("foo", "bar")) .onlineServingConfig(AiFeatureStoreOnlineServingConfigArgs.builder() .fixedNodeCount(2) .build()) .region("us-central1") .build()); } } ``` ### Vertex Ai Featurestore With Beta Fields ```java package generated_program; import com.pulumi.Context; import com.pulumi.Pulumi; import com.pulumi.core.Output; import com.pulumi.gcp.vertex.AiFeatureStore; import com.pulumi.gcp.vertex.AiFeatureStoreArgs; import com.pulumi.gcp.vertex.inputs.AiFeatureStoreOnlineServingConfigArgs; import com.pulumi.gcp.vertex.inputs.AiFeatureStoreEncryptionSpecArgs; import com.pulumi.resources.CustomResourceOptions; import java.util.List; import java.util.ArrayList; import java.util.Map; import java.io.File; import java.nio.file.Files; import java.nio.file.Paths; public class App { public static void main(String[] args) { Pulumi.run(App::stack); } public static void stack(Context ctx) { var featurestore = new AiFeatureStore("featurestore", AiFeatureStoreArgs.builder() .labels(Map.of("foo", "bar")) .region("us-central1") .onlineServingConfig(AiFeatureStoreOnlineServingConfigArgs.builder() .fixedNodeCount(2) .build()) .encryptionSpec(AiFeatureStoreEncryptionSpecArgs.builder() .kmsKeyName("kms-name") .build()) .onlineStorageTtlDays(30) .forceDestroy(true) .build(), CustomResourceOptions.builder() .provider(google_beta) .build()); } } ``` ### Vertex Ai Featurestore Scaling ```java package generated_program; import com.pulumi.Context; import com.pulumi.Pulumi; import com.pulumi.core.Output; import com.pulumi.gcp.vertex.AiFeatureStore; import com.pulumi.gcp.vertex.AiFeatureStoreArgs; import com.pulumi.gcp.vertex.inputs.AiFeatureStoreEncryptionSpecArgs; import com.pulumi.gcp.vertex.inputs.AiFeatureStoreOnlineServingConfigArgs; import com.pulumi.gcp.vertex.inputs.AiFeatureStoreOnlineServingConfigScalingArgs; import java.util.List; import java.util.ArrayList; import java.util.Map; import java.io.File; import java.nio.file.Files; import java.nio.file.Paths; public class App { public static void main(String[] args) { Pulumi.run(App::stack); } public static void stack(Context ctx) { var featurestore = new AiFeatureStore("featurestore", AiFeatureStoreArgs.builder() .encryptionSpec(AiFeatureStoreEncryptionSpecArgs.builder() .kmsKeyName("kms-name") .build()) .forceDestroy(true) .labels(Map.of("foo", "bar")) .onlineServingConfig(AiFeatureStoreOnlineServingConfigArgs.builder() .scaling(AiFeatureStoreOnlineServingConfigScalingArgs.builder() .maxNodeCount(10) .minNodeCount(2) .build()) .build()) .region("us-central1") .build()); } } ``` ## Import Featurestore can be imported using any of these accepted formats ```sh $ pulumi import gcp:vertex/aiFeatureStore:AiFeatureStore default projects/{{project}}/locations/{{region}}/featurestores/{{name}} ``` ```sh $ pulumi import gcp:vertex/aiFeatureStore:AiFeatureStore default {{project}}/{{region}}/{{name}} ``` ```sh $ pulumi import gcp:vertex/aiFeatureStore:AiFeatureStore default {{region}}/{{name}} ``` ```sh $ pulumi import gcp:vertex/aiFeatureStore:AiFeatureStore default {{name}} ```

Nested Class Summary
- Nested classes/interfaces inherited from class com.pulumi.resources.CustomResource
  com.pulumi.resources.CustomResource.CustomResourceInternal
- Nested classes/interfaces inherited from class com.pulumi.resources.Resource
  com.pulumi.resources.Resource.LazyField<T extends java.lang.Object>, com.pulumi.resources.Resource.LazyFields, com.pulumi.resources.Resource.ResourceInternal

Field Summary
- Fields inherited from class com.pulumi.resources.Resource
  childResources, remote

Constructor Summary

Constructors
Constructor	Description
`AiFeatureStore(java.lang.String name)`
`AiFeatureStore(java.lang.String name, AiFeatureStoreArgs args)`
`AiFeatureStore(java.lang.String name, AiFeatureStoreArgs args, com.pulumi.resources.CustomResourceOptions options)`

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`com.pulumi.core.Output<java.lang.String>`	`createTime()`
`com.pulumi.core.Output<java.util.Optional<AiFeatureStoreEncryptionSpec>>`	`encryptionSpec()`
`com.pulumi.core.Output<java.lang.String>`	`etag()`
`com.pulumi.core.Output<java.util.Optional<java.lang.Boolean>>`	`forceDestroy()`
`static AiFeatureStore`	`get(java.lang.String name, com.pulumi.core.Output<java.lang.String> id, AiFeatureStoreState state, com.pulumi.resources.CustomResourceOptions options)`	Get an existing Host resource's state with the given name, ID, and optional extra properties used to qualify the lookup.
`com.pulumi.core.Output<java.util.Optional<java.util.Map<java.lang.String,java.lang.String>>>`	`labels()`
`com.pulumi.core.Output<java.lang.String>`	`name()`
`com.pulumi.core.Output<java.util.Optional<AiFeatureStoreOnlineServingConfig>>`	`onlineServingConfig()`
`com.pulumi.core.Output<java.util.Optional<java.lang.Integer>>`	`onlineStorageTtlDays()`
`com.pulumi.core.Output<java.lang.String>`	`project()`
`com.pulumi.core.Output<java.lang.String>`	`region()`
`com.pulumi.core.Output<java.lang.String>`	`updateTime()`

Methods inherited from class com.pulumi.resources.CustomResource
getId, idFuture

Methods inherited from class com.pulumi.resources.Resource
getChildResources, getResourceName, getResourceType, getUrn

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
  - AiFeatureStore
```
public AiFeatureStore(java.lang.String name)
```
    Parameters:
    
    name - The _unique_ name of the resulting resource.
  - AiFeatureStore
```
public AiFeatureStore(java.lang.String name,
                      @Nullable
                      AiFeatureStoreArgs args)
```
    Parameters:
    
    name - The _unique_ name of the resulting resource.
    
    args - The arguments to use to populate this resource's properties.
  - AiFeatureStore
```
public AiFeatureStore(java.lang.String name,
                      @Nullable
                      AiFeatureStoreArgs args,
                      @Nullable
                      com.pulumi.resources.CustomResourceOptions options)
```
    Parameters:
    
    name - The _unique_ name of the resulting resource.
    
    args - The arguments to use to populate this resource's properties.
    
    options - A bag of options that control this resource's behavior.
- Method Detail
  - createTime
```
public com.pulumi.core.Output<java.lang.String> createTime()
```
    Returns:
    
    The timestamp of when the featurestore was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
  - encryptionSpec
```
public com.pulumi.core.Output<java.util.Optional<AiFeatureStoreEncryptionSpec>> encryptionSpec()
```
    Returns:
    
    If set, both of the online and offline data storage will be secured by this key. Structure is documented below.
  - etag
```
public com.pulumi.core.Output<java.lang.String> etag()
```
    Returns:
    
    Used to perform consistent read-modify-write updates.
  - forceDestroy
```
public com.pulumi.core.Output<java.util.Optional<java.lang.Boolean>> forceDestroy()
```
    Returns:
    
    If set to true, any EntityTypes and Features for this Featurestore will also be deleted
  - labels
```
public com.pulumi.core.Output<java.util.Optional<java.util.Map<java.lang.String,java.lang.String>>> labels()
```
    Returns:
    
    A set of key/value label pairs to assign to this Featurestore.
  - name
```
public com.pulumi.core.Output<java.lang.String> name()
```
    Returns:
    
    The name of the Featurestore. This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number.
  - onlineServingConfig
```
public com.pulumi.core.Output<java.util.Optional<AiFeatureStoreOnlineServingConfig>> onlineServingConfig()
```
    Returns:
    
    Config for online serving resources. Structure is documented below.
  - onlineStorageTtlDays
```
public com.pulumi.core.Output<java.util.Optional<java.lang.Integer>> onlineStorageTtlDays()
```
    Returns:
    
    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 onlineStorageTtlDays since the feature generation time. Note that onlineStorageTtlDays should be less than or equal to offlineStorageTtlDays for each EntityType under a featurestore. If not set, default to 4000 days
  - project
```
public com.pulumi.core.Output<java.lang.String> project()
```
    Returns:
    
    The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
  - region
```
public com.pulumi.core.Output<java.lang.String> region()
```
    Returns:
    
    The region of the dataset. eg us-central1
  - updateTime
```
public com.pulumi.core.Output<java.lang.String> updateTime()
```
    Returns:
    
    The timestamp of when the featurestore was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
  - get
```
public static AiFeatureStore get(java.lang.String name,
                                 com.pulumi.core.Output<java.lang.String> id,
                                 @Nullable
                                 AiFeatureStoreState state,
                                 @Nullable
                                 com.pulumi.resources.CustomResourceOptions options)
```
    Get an existing Host resource's state with the given name, ID, and optional extra properties used to qualify the lookup.
    
    Parameters:
    
    name - The _unique_ name of the resulting resource.
    
    id - The _unique_ provider ID of the resource to lookup.
    
    state -
    
    options - Optional settings to control the behavior of the CustomResource.

Class AiFeatureStore

Nested Class Summary

Nested classes/interfaces inherited from class com.pulumi.resources.CustomResource

Nested classes/interfaces inherited from class com.pulumi.resources.Resource

Field Summary

Fields inherited from class com.pulumi.resources.Resource

Constructor Summary

Method Summary

Methods inherited from class com.pulumi.resources.CustomResource

Methods inherited from class com.pulumi.resources.Resource

Methods inherited from class java.lang.Object

Constructor Detail

AiFeatureStore

AiFeatureStore

AiFeatureStore

Method Detail

createTime

encryptionSpec

etag

forceDestroy

labels

name

onlineServingConfig

onlineStorageTtlDays

project

region

updateTime

get