// Copyright 2024 Google LLC // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. syntax = "proto3"; package google.cloud.aiplatform.v1; import "google/api/field_behavior.proto"; import "google/api/resource.proto"; import "google/cloud/aiplatform/v1/encryption_spec.proto"; import "google/cloud/aiplatform/v1/service_networking.proto"; import "google/protobuf/timestamp.proto"; option csharp_namespace = "Google.Cloud.AIPlatform.V1"; option go_package = "cloud.google.com/go/aiplatform/apiv1/aiplatformpb;aiplatformpb"; option java_multiple_files = true; option java_outer_classname = "FeatureOnlineStoreProto"; option java_package = "com.google.cloud.aiplatform.v1"; option php_namespace = "Google\\Cloud\\AIPlatform\\V1"; option ruby_package = "Google::Cloud::AIPlatform::V1"; // Vertex AI Feature Online Store provides a centralized repository for serving // ML features and embedding indexes at low latency. The Feature Online Store is // a top-level container. message FeatureOnlineStore { option (google.api.resource) = { type: "aiplatform.googleapis.com/FeatureOnlineStore" pattern: "projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}" }; message Bigtable { message AutoScaling { // Required. The minimum number of nodes to scale down to. Must be greater // than or equal to 1. int32 min_node_count = 1 [(google.api.field_behavior) = REQUIRED]; // 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'. int32 max_node_count = 2 [(google.api.field_behavior) = REQUIRED]; // 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%. int32 cpu_utilization_target = 3 [(google.api.field_behavior) = OPTIONAL]; } // Required. Autoscaling config applied to Bigtable Instance. AutoScaling auto_scaling = 1 [(google.api.field_behavior) = REQUIRED]; } // Optimized storage type message Optimized {} // The dedicated serving endpoint for this FeatureOnlineStore. Only need to // set when you choose Optimized storage type. Public endpoint is provisioned // by default. message DedicatedServingEndpoint { // Output only. This field will be populated with the domain name to use for // this FeatureOnlineStore string public_endpoint_domain_name = 2 [(google.api.field_behavior) = OUTPUT_ONLY]; // 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][google.cloud.aiplatform.v1.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. PrivateServiceConnectConfig private_service_connect_config = 3 [(google.api.field_behavior) = OPTIONAL]; // Output only. The name of the service attachment resource. Populated if // private service connect is enabled and after FeatureViewSync is created. string service_attachment = 4 [(google.api.field_behavior) = OUTPUT_ONLY]; } // Possible states a featureOnlineStore can have. enum State { // Default value. This value is unused. STATE_UNSPECIFIED = 0; // 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. STABLE = 1; // 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. UPDATING = 2; } oneof storage_type { // Contains settings for the Cloud Bigtable instance that will be created // to serve featureValues for all FeatureViews under this // FeatureOnlineStore. Bigtable bigtable = 8; // 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][google.cloud.aiplatform.v1.PrivateServiceConnectConfig.enable_private_service_connect] // to use private endpoint. Otherwise will use public endpoint by default. Optimized optimized = 12; } // Identifier. Name of the FeatureOnlineStore. Format: // `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}` string name = 1 [(google.api.field_behavior) = IDENTIFIER]; // Output only. Timestamp when this FeatureOnlineStore was created. google.protobuf.Timestamp create_time = 3 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Timestamp when this FeatureOnlineStore was last updated. google.protobuf.Timestamp update_time = 4 [(google.api.field_behavior) = OUTPUT_ONLY]; // Optional. Used to perform consistent read-modify-write updates. If not set, // a blind "overwrite" update happens. string etag = 5 [(google.api.field_behavior) = OPTIONAL]; // Optional. The labels with user-defined metadata to organize your // FeatureOnlineStore. // // 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 // FeatureOnlineStore(System labels are excluded)." System reserved label keys // are prefixed with "aiplatform.googleapis.com/" and are immutable. map labels = 6 [(google.api.field_behavior) = OPTIONAL]; // Output only. State of the featureOnlineStore. State state = 7 [(google.api.field_behavior) = OUTPUT_ONLY]; // Optional. The dedicated serving endpoint for this FeatureOnlineStore, which // is different from common Vertex service endpoint. DedicatedServingEndpoint dedicated_serving_endpoint = 10 [(google.api.field_behavior) = OPTIONAL]; // Optional. Customer-managed encryption key spec for data storage. If set, // online store will be secured by this key. EncryptionSpec encryption_spec = 13 [(google.api.field_behavior) = OPTIONAL]; // Output only. Reserved for future use. bool satisfies_pzs = 15 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Reserved for future use. bool satisfies_pzi = 16 [(google.api.field_behavior) = OUTPUT_ONLY]; }