gcp_aiplatform_feature_online_store

ancestors

Type: UNORDERED_LIST_STRING

bigtable

Type: STRUCT
Provider name: bigtable
Description: Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.

• auto_scaling
  Type: STRUCT
  Provider name: autoScaling
  Description: Required. Autoscaling config applied to Bigtable Instance.
  
  • cpu_utilization_target
    Type: INT32
    Provider name: cpuUtilizationTarget
    Description: Optional. A percentage of the cluster’s CPU capacity. Can be from 10% to 80%. When a cluster’s CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.
    
  • max_node_count
    Type: INT32
    Provider name: maxNodeCount
    Description: Required. The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of ‘min_node_count’.
    
  • min_node_count
    Type: INT32
    Provider name: minNodeCount
    Description: Required. The minimum number of nodes to scale down to. Must be greater than or equal to 1.
    

create_time

Type: TIMESTAMP
Provider name: createTime
Description: Output only. Timestamp when this FeatureOnlineStore was created.

dedicated_serving_endpoint

Type: STRUCT
Provider name: dedicatedServingEndpoint
Description: Optional. The dedicated serving endpoint for this FeatureOnlineStore, which is different from common Vertex service endpoint.

• private_service_connect_config
  Type: STRUCT
  Provider name: privateServiceConnectConfig
  Description: Optional. Private service connect config. The private service connection is available only for Optimized storage type, not for embedding management now. If PrivateServiceConnectConfig.enable_private_service_connect set to true, customers will use private service connection to send request. Otherwise, the connection will set to public endpoint.
  
  • enable_private_service_connect
    Type: BOOLEAN
    Provider name: enablePrivateServiceConnect
    Description: Required. If true, expose the IndexEndpoint via private service connect.
    
  • project_allowlist
    Type: UNORDERED_LIST_STRING
    Provider name: projectAllowlist
    Description: A list of Projects from which the forwarding rule will target the service attachment.
    
  • service_attachment
    Type: STRING
    Provider name: serviceAttachment
    Description: Output only. The name of the generated service attachment resource. This is only populated if the endpoint is deployed with PrivateServiceConnect.
    
• public_endpoint_domain_name
  Type: STRING
  Provider name: publicEndpointDomainName
  Description: Output only. This field will be populated with the domain name to use for this FeatureOnlineStore
  
• service_attachment
  Type: STRING
  Provider name: serviceAttachment
  Description: Output only. The name of the service attachment resource. Populated if private service connect is enabled and after FeatureViewSync is created.
  

encryption_spec

Type: STRUCT
Provider name: encryptionSpec
Description: Optional. Customer-managed encryption key spec for data storage. If set, online store will be secured by this key.

• kms_key_name
  Type: STRING
  Provider name: kmsKeyName
  Description: Required. The Cloud KMS resource identifier of the customer managed encryption key used to protect a resource. Has the form: projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key. The key needs to be in the same region as where the compute resource is created.
  

etag

Type: STRING
Provider name: etag
Description: Optional. Used to perform consistent read-modify-write updates. If not set, a blind “overwrite” update happens.

labels

Type: UNORDERED_LIST_STRING

name

Type: STRING
Provider name: name
Description: Identifier. Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}

optimized

Type: STRUCT
Provider name: optimized
Description: Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set PrivateServiceConnectConfig.enable_private_service_connect to use private endpoint. Otherwise will use public endpoint by default.

organization_id

Type: STRING

parent

Type: STRING

project_id

Type: STRING

project_number

Type: STRING

resource_name

Type: STRING

satisfies_pzi

Type: BOOLEAN
Provider name: satisfiesPzi
Description: Output only. Reserved for future use.

satisfies_pzs

Type: BOOLEAN
Provider name: satisfiesPzs
Description: Output only. Reserved for future use.

state

Type: STRING
Provider name: state
Description: Output only. State of the featureOnlineStore.
Possible values:

• STATE_UNSPECIFIED - Default value. This value is unused.
  
• STABLE - State when the featureOnlineStore configuration is not being updated and the fields reflect the current configuration of the featureOnlineStore. The featureOnlineStore is usable in this state.
  
• UPDATING - The state of the featureOnlineStore configuration when it is being updated. During an update, the fields reflect either the original configuration or the updated configuration of the featureOnlineStore. The featureOnlineStore is still usable in this state.
  

tags

Type: UNORDERED_LIST_STRING

update_time

Type: TIMESTAMP
Provider name: updateTime
Description: Output only. Timestamp when this FeatureOnlineStore was last updated.