feat: add optimized config in v1 API

Google APIs · copybara-github · commit 27aa9d542f54 · 2025-01-27T16:24:46.000-08:00
docs: Update comments for NumericFilter and Operator

PiperOrigin-RevId: 720346137
diff --git a/google/cloud/aiplatform/v1/feature_online_store_service.proto b/google/cloud/aiplatform/v1/feature_online_store_service.proto
@@ -178,13 +178,13 @@ message NearestNeighborQuery {
   // Numeric filter is used to search a subset of the entities by using boolean
   // rules on numeric columns.
   // For example:
-  // Database Point 0: {name: “a” value_int: 42} {name: “b” value_float: 1.0}
-  // Database Point 1:  {name: “a” value_int: 10} {name: “b” value_float: 2.0}
-  // Database Point 2: {name: “a” value_int: -1} {name: “b” value_float: 3.0}
-  // Query: {name: “a” value_int: 12 operator: LESS}    // Matches Point 1, 2
-  // {name: “b” value_float: 2.0 operator: EQUAL} // Matches Point 1
+  // Database Point 0: {name: "a" value_int: 42} {name: "b" value_float: 1.0}
+  // Database Point 1:  {name: "a" value_int: 10} {name: "b" value_float: 2.0}
+  // Database Point 2: {name: "a" value_int: -1} {name: "b" value_float: 3.0}
+  // Query: {name: "a" value_int: 12 operator: LESS}    // Matches Point 1, 2
+  // {name: "b" value_float: 2.0 operator: EQUAL} // Matches Point 1
   message NumericFilter {
-    // Datapoints for which Operator is true relative to the query’s Value
+    // Datapoints for which Operator is true relative to the query's Value
     // field will be allowlisted.
     enum Operator {
       // Unspecified operator.
diff --git a/google/cloud/aiplatform/v1/feature_view.proto b/google/cloud/aiplatform/v1/feature_view.proto
@@ -18,6 +18,7 @@ package google.cloud.aiplatform.v1;
 
 import "google/api/field_behavior.proto";
 import "google/api/resource.proto";
+import "google/cloud/aiplatform/v1/machine_resources.proto";
 import "google/protobuf/timestamp.proto";
 
 option csharp_namespace = "Google.Cloud.AIPlatform.V1";
@@ -180,6 +181,17 @@ message FeatureView {
     int64 rag_corpus_id = 2 [(google.api.field_behavior) = OPTIONAL];
   }
 
+  // Configuration for FeatureViews created in Optimized FeatureOnlineStore.
+  message OptimizedConfig {
+    // Optional. A description of resources that the FeatureView uses, which to
+    // large degree are decided by Vertex AI, and optionally allows only a
+    // modest additional configuration. If min_replica_count is not set, the
+    // default value is 2. If max_replica_count is not set, the default value
+    // is 6. The max allowed replica count is 1000.
+    AutomaticResources automatic_resources = 7
+        [(google.api.field_behavior) = OPTIONAL];
+  }
+
   // Service agent type used during data sync.
   enum ServiceAgentType {
     // By default, the project-level Vertex AI Service Agent is enabled.
@@ -252,6 +264,11 @@ message FeatureView {
   // performed during online serving.
   IndexConfig index_config = 15 [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. Configuration for FeatureView created under Optimized
+  // FeatureOnlineStore.
+  OptimizedConfig optimized_config = 16
+      [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. Service agent type used during data sync. By default, the Vertex
   // AI Service Agent is used. When using an IAM Policy to isolate this
   // FeatureView within a project, a separate service account should be
