feat: add fast_tryout_enabled to FasterDeploymentConfig v1 proto (#5781)

* feat: add StopNotebookRuntime method PiperOrigin-RevId: 691931542 Source-Link: googleapis/googleapis@c7ce97e Source-Link: googleapis/googleapis-gen@f004bcc Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImYwMDRiY2MwY2UxNDhlNzBiOGNiYjdjMDMzZGE5ZmZkNzlkOTU1MzcifQ== * feat: add system labels field to model garden deployments PiperOrigin-RevId: 692254608 Source-Link: googleapis/googleapis@cac70e2 Source-Link: googleapis/googleapis-gen@4e5dda3 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjRlNWRkYTNiN2M2MzU5MTIyMjFiMjA0YTA4YTI2MWQ3NDRhNTgyZWUifQ== * feat: added support for specifying function response type in `FunctionDeclaration` docs: updated the maximum number of function declarations from 64 to 128 PiperOrigin-RevId: 692287251 Source-Link: googleapis/googleapis@d54f4e9 Source-Link: googleapis/googleapis-gen@14376d3 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjE0Mzc2ZDMzMTM2OWM1ZGQwNGU0MTk0MjFkYmYzMDc2ZjVkNDJmYzQifQ== * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat: Add Feature Monitoring API to Feature Store docs: update feature creation message commentary PiperOrigin-RevId: 692336095 Source-Link: googleapis/googleapis@9b94dba Source-Link: googleapis/googleapis-gen@cd2ad6c Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImNkMmFkNmNjYzcyMjliZDkzNzMxZjE0MGFjYjFiZWQyYTRjMDQ0ZGMifQ== * chore: remove body selector from http rule PiperOrigin-RevId: 693215877 Source-Link: googleapis/googleapis@bb6b53e Source-Link: googleapis/googleapis-gen@db8b5a9 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImRiOGI1YTkzNDg0YWQ0NDA1NWIyYmFjYzRjN2NmODdlOTcwZmUwZWQifQ== * feat: add BatchCreateFeatures rpc to feature_registry_service.proto feat: add OptimizedConfig for feature_view PiperOrigin-RevId: 694245585 Source-Link: googleapis/googleapis@234f715 Source-Link: googleapis/googleapis-gen@47c0b04 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjQ3YzBiMDQyODU1ODZhNzdhMzliMmIwNmVkYWM1ZGQ2YTUyMDI3MjAifQ== * chore: run post processor * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat: add BYOSA field to tuning_job PiperOrigin-RevId: 695386844 Source-Link: googleapis/googleapis@e5a3787 Source-Link: googleapis/googleapis-gen@25a5672 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjI1YTU2NzJlNWViMWRkNDZkYThmYjE4OWEyZTQ0ODNhYjg4ZDkxYmQifQ== * feat: add BYOSA field to tuning_job PiperOrigin-RevId: 695458857 Source-Link: googleapis/googleapis@c809d35 Source-Link: googleapis/googleapis-gen@b3fbafe Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImIzZmJhZmUxNjQwNDU5YTUzN2UyNmNkNDAwYTQ2MjA3ZGY1NWY1ZDAifQ== * feat: metricX added to evaluation service proto docs: A comment for field `timeout` in message `.google.cloud.aiplatform.v1.Scheduling` is changed docs: A comment for field `restart_job_on_worker_restart` in message `.google.cloud.aiplatform.v1.Scheduling` is changed docs: A comment for method `ListAnnotations` in service `DatasetService` is changed docs: A comment for message `GetDatasetRequest` is changed docs: A comment for message `GetDatasetVersionRequest` is changed docs: A comment for field `update_mask` in message `.google.cloud.aiplatform.v1.UpdateFeatureViewRequest` is changed docs: A comment for method `RebaseTunedModel` in service `GenAiTuningService` is changed PiperOrigin-RevId: 695757711 Source-Link: googleapis/googleapis@424d085 Source-Link: googleapis/googleapis-gen@7b81629 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjdiODE2Mjk2OWE5NWVkNzA5OGQ1ZGYyYWFlZjAxYTU4MzcxY2JhMjYifQ== * run post processor locally * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat: COMET added to evaluation service proto docs: A comment for field `saved_query_id` in message `.google.cloud.aiplatform.v1.ExportDataConfig` is changed docs: A comment for field `annotation_schema_uri` in message `.google.cloud.aiplatform.v1.ExportDataConfig` is changed docs: A comment for field `predictions` in message `.google.cloud.aiplatform.v1.EvaluatedAnnotation` is changed docs: A comment for field `attributions` in message `.google.cloud.aiplatform.v1.Explanation` is changed docs: A comment for message `DeleteFeatureViewRequest` is changed docs: A comment for field `page_token` in message `.google.cloud.aiplatform.v1.ListFeatureGroupsRequest` is changed docs: A comment for message `StreamingReadFeatureValuesRequest` is changed docs: A comment for message `DeleteEntityTypeRequest` is changed docs: A comment for field `page_token` in message `.google.cloud.aiplatform.v1.ListTuningJobsRequest` is changed docs: A comment for field `deployed_index` in message `.google.cloud.aiplatform.v1.MutateDeployedIndexRequest` is changed docs: A comment for field `request` in message `.google.cloud.aiplatform.v1.BatchMigrateResourcesOperationMetadata` is changed docs: A comment for field `data_stats` in message `.google.cloud.aiplatform.v1.Model` is changed docs: A comment for field `enable_logging` in message `.google.cloud.aiplatform.v1.ModelMonitoringAlertConfig` is changed docs: A comment for field `page_token` in message `.google.cloud.aiplatform.v1.ListNotebookExecutionJobsRequest` is changed docs: A comment for field `next_page_token` in message `.google.cloud.aiplatform.v1.ListNotebookExecutionJobsResponse` is changed docs: A comment for message `ListPersistentResourcesRequest` is changed docs: A comment for field `page_token` in message `.google.cloud.aiplatform.v1.ListPersistentResourcesRequest` is changed docs: A comment for method `ResumeSchedule` in service `ScheduleService` is changed docs: A comment for field `bool_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed docs: A comment for field `string_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed docs: A comment for field `bytes_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed docs: A comment for field `float_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed docs: A comment for field `double_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed docs: A comment for field `int_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed docs: A comment for field `int64_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed docs: A comment for field `uint_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed docs: A comment for field `uint64_val` in message `.google.cloud.aiplatform.v1.Tensor` is changed PiperOrigin-RevId: 695815755 Source-Link: googleapis/googleapis@d8cfde0 Source-Link: googleapis/googleapis-gen@243e9d2 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjI0M2U5ZDI3ODg3YmMxMDFiNjgxNTE1YWZhOTA1MTk4MjVhOGU2ZmMifQ== * feat: add fast_tryout_enabled to FasterDeploymentConfig v1 proto PiperOrigin-RevId: 695856863 Source-Link: googleapis/googleapis@caa3e6d Source-Link: googleapis/googleapis-gen@685fa1d Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjY4NWZhMWQ3MTEwMzZlMjIwM2RmYmJlMGE4OTA1NGUyODcyZjNiOGQifQ== * run post processor locally * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md --------- Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com> Co-authored-by: Sofia Leon <[email protected]>
googleapis · Nov 13, 2024 · 3cc221d · 3cc221d
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diff --git a/packages/google-cloud-aiplatform/README.md b/packages/google-cloud-aiplatform/README.md
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/custom_job.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/custom_job.proto
@@ -382,10 +382,10 @@ message Scheduling {
     FLEX_START = 6;
   }
 
-  // The maximum job running time. The default is 7 days.
+  // Optional. The maximum job running time. The default is 7 days.
   google.protobuf.Duration timeout = 1;
 
-  // Restarts the entire CustomJob if a worker gets restarted.
+  // Optional. Restarts the entire CustomJob if a worker gets restarted.
   // This feature can be used by distributed training jobs that are not
   // resilient to workers leaving and joining a job.
   bool restart_job_on_worker_restart = 3;

diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/dataset.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/dataset.proto
@@ -215,7 +215,8 @@ message ExportDataConfig {
   string annotations_filter = 2;
 
   // The ID of a SavedQuery (annotation set) under the Dataset specified by
-  // [dataset_id][] used for filtering Annotations for training.
+  // [ExportDataRequest.name][google.cloud.aiplatform.v1.ExportDataRequest.name]
+  // used for filtering Annotations for training.
   //
   // Only used for custom training data export use cases.
   // Only applicable to Datasets that have SavedQueries.
@@ -242,7 +243,8 @@ message ExportDataConfig {
   // gs://google-cloud-aiplatform/schema/dataset/annotation/, note that the
   // chosen schema must be consistent with
   // [metadata][google.cloud.aiplatform.v1.Dataset.metadata_schema_uri] of the
-  // Dataset specified by [dataset_id][].
+  // Dataset specified by
+  // [ExportDataRequest.name][google.cloud.aiplatform.v1.ExportDataRequest.name].
   //
   // Only used for custom training data export use cases.
   // Only applicable to Datasets that have DataItems and Annotations.

diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/dataset_service.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/dataset_service.proto
@@ -260,6 +260,8 @@ service DatasetService {
   }
 
   // Lists Annotations belongs to a dataitem
+  // This RPC is only available in InternalDatasetService. It is only used for
+  // exporting conversation data to CCAI Insights.
   rpc ListAnnotations(ListAnnotationsRequest)
       returns (ListAnnotationsResponse) {
     option (google.api.http) = {
@@ -294,6 +296,7 @@ message CreateDatasetOperationMetadata {
 
 // Request message for
 // [DatasetService.GetDataset][google.cloud.aiplatform.v1.DatasetService.GetDataset].
+// Next ID: 4
 message GetDatasetRequest {
   // Required. The name of the Dataset resource.
   string name = 1 [
@@ -525,6 +528,7 @@ message DeleteDatasetVersionRequest {
 
 // Request message for
 // [DatasetService.GetDatasetVersion][google.cloud.aiplatform.v1.DatasetService.GetDatasetVersion].
+// Next ID: 4
 message GetDatasetVersionRequest {
   // Required. The resource name of the Dataset version to delete.
   // Format:

diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/endpoint.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/endpoint.proto
@@ -293,6 +293,10 @@ message DeployedModel {
   // [network][google.cloud.aiplatform.v1.Endpoint.network] is configured.
   PrivateEndpoints private_endpoints = 14
       [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // System labels to apply to Model Garden deployments.
+  // System labels are managed by Google for internal use only.
+  map<string, string> system_labels = 28;
 }
 
 // PrivateEndpoints proto is used to provide paths for users to send

diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/env_var.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/env_var.proto
@@ -17,6 +17,7 @@ syntax = "proto3";
 package google.cloud.aiplatform.v1;
 
 import "google/api/field_behavior.proto";
+import "google/api/resource.proto";
 
 option csharp_namespace = "Google.Cloud.AIPlatform.V1";
 option go_package = "cloud.google.com/go/aiplatform/apiv1/aiplatformpb;aiplatformpb";

diff --git a/...ages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/evaluated_annotation.proto b/...ages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/evaluated_annotation.proto
@@ -62,7 +62,7 @@ message EvaluatedAnnotation {
   //
   // For false positive, there is one and only one prediction, which doesn't
   // match any ground truth annotation of the corresponding
-  // [data_item_view_id][EvaluatedAnnotation.data_item_view_id].
+  // [data_item_view_id][google.cloud.aiplatform.v1.EvaluatedAnnotation.evaluated_data_item_view_id].
   //
   // For false negative, there are zero or more predictions which are similar to
   // the only ground truth annotation in

diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/evaluation_service.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/evaluation_service.proto
@@ -139,6 +139,13 @@ message EvaluateInstancesRequest {
 
     // Input for tool parameter key value match metric.
     ToolParameterKVMatchInput tool_parameter_kv_match_input = 22;
+
+    // Translation metrics.
+    // Input for Comet metric.
+    CometInput comet_input = 31;
+
+    // Input for Metricx metric.
+    MetricxInput metricx_input = 32;
   }
 
   // Required. The resource name of the Location to evaluate the instances.
@@ -235,6 +242,13 @@ message EvaluateInstancesResponse {
 
     // Results for tool parameter key value match metric.
     ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;
+
+    // Translation metrics.
+    // Result for Comet metric.
+    CometResult comet_result = 29;
+
+    // Result for Metricx metric.
+    MetricxResult metricx_result = 30;
   }
 }
 
@@ -1165,7 +1179,7 @@ message ToolParameterKVMatchInput {
 
 // Spec for tool parameter key value match metric.
 message ToolParameterKVMatchSpec {
-  // Optional. Whether to use STRCIT string match on parameter values.
+  // Optional. Whether to use STRICT string match on parameter values.
   bool use_strict_string_match = 1 [(google.api.field_behavior) = OPTIONAL];
 }
 
@@ -1191,3 +1205,113 @@ message ToolParameterKVMatchMetricValue {
   // Output only. Tool parameter key value match score.
   optional float score = 1 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
+
+// Input for Comet metric.
+message CometInput {
+  // Required. Spec for comet metric.
+  CometSpec metric_spec = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Required. Comet instance.
+  CometInstance instance = 2 [(google.api.field_behavior) = REQUIRED];
+}
+
+// Spec for Comet metric.
+message CometSpec {
+  // Comet version options.
+  enum CometVersion {
+    // Comet version unspecified.
+    COMET_VERSION_UNSPECIFIED = 0;
+
+    // Comet 22 for translation + source + reference
+    // (source-reference-combined).
+    COMET_22_SRC_REF = 2;
+  }
+
+  // Required. Which version to use for evaluation.
+  optional CometVersion version = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Optional. Source language in BCP-47 format.
+  string source_language = 2 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Target language in BCP-47 format. Covers both prediction and
+  // reference.
+  string target_language = 3 [(google.api.field_behavior) = OPTIONAL];
+}
+
+// Spec for Comet instance - The fields used for evaluation are dependent on the
+// comet version.
+message CometInstance {
+  // Required. Output of the evaluated model.
+  optional string prediction = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Optional. Ground truth used to compare against the prediction.
+  optional string reference = 2 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Source text in original language.
+  optional string source = 3 [(google.api.field_behavior) = OPTIONAL];
+}
+
+// Spec for Comet result - calculates the comet score for the given instance
+// using the version specified in the spec.
+message CometResult {
+  // Output only. Comet score. Range depends on version.
+  optional float score = 1 [(google.api.field_behavior) = OUTPUT_ONLY];
+}
+
+// Input for MetricX metric.
+message MetricxInput {
+  // Required. Spec for Metricx metric.
+  MetricxSpec metric_spec = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Required. Metricx instance.
+  MetricxInstance instance = 2 [(google.api.field_behavior) = REQUIRED];
+}
+
+// Spec for MetricX metric.
+message MetricxSpec {
+  // MetricX Version options.
+  enum MetricxVersion {
+    // MetricX version unspecified.
+    METRICX_VERSION_UNSPECIFIED = 0;
+
+    // MetricX 2024 (2.6) for translation + reference (reference-based).
+    METRICX_24_REF = 1;
+
+    // MetricX 2024 (2.6) for translation + source (QE).
+    METRICX_24_SRC = 2;
+
+    // MetricX 2024 (2.6) for translation + source + reference
+    // (source-reference-combined).
+    METRICX_24_SRC_REF = 3;
+  }
+
+  // Required. Which version to use for evaluation.
+  optional MetricxVersion version = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Optional. Source language in BCP-47 format.
+  string source_language = 2 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Target language in BCP-47 format. Covers both prediction and
+  // reference.
+  string target_language = 3 [(google.api.field_behavior) = OPTIONAL];
+}
+
+// Spec for MetricX instance - The fields used for evaluation are dependent on
+// the MetricX version.
+message MetricxInstance {
+  // Required. Output of the evaluated model.
+  optional string prediction = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Optional. Ground truth used to compare against the prediction.
+  optional string reference = 2 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Source text in original language.
+  optional string source = 3 [(google.api.field_behavior) = OPTIONAL];
+}
+
+// Spec for MetricX result - calculates the MetricX score for the given instance
+// using the version specified in the spec.
+message MetricxResult {
+  // Output only. MetricX score. Range depends on version.
+  optional float score = 1 [(google.api.field_behavior) = OUTPUT_ONLY];
+}
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/explanation.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/explanation.proto
@@ -55,8 +55,8 @@ message Explanation {
   // If users set
   // [ExplanationParameters.top_k][google.cloud.aiplatform.v1.ExplanationParameters.top_k],
   // the attributions are sorted by
-  // [instance_output_value][Attributions.instance_output_value] in descending
-  // order. If
+  // [instance_output_value][google.cloud.aiplatform.v1.Attribution.instance_output_value]
+  // in descending order. If
   // [ExplanationParameters.output_indices][google.cloud.aiplatform.v1.ExplanationParameters.output_indices]
   // is specified, the attributions are stored by
   // [Attribution.output_index][google.cloud.aiplatform.v1.Attribution.output_index]

diff --git a/...oud-aiplatform/protos/google/cloud/aiplatform/v1/feature_online_store_admin_service.proto b/...oud-aiplatform/protos/google/cloud/aiplatform/v1/feature_online_store_admin_service.proto
@@ -490,10 +490,12 @@ message UpdateFeatureViewRequest {
   //   * `feature_registry_source.feature_groups`
   //   * `sync_config`
   //   * `sync_config.cron`
+  //   * `optimized_config.automatic_resources`
   google.protobuf.FieldMask update_mask = 2;
 }
 
-// Request message for [FeatureOnlineStoreAdminService.DeleteFeatureViews][].
+// Request message for
+// [FeatureOnlineStoreAdminService.DeleteFeatureView][google.cloud.aiplatform.v1.FeatureOnlineStoreAdminService.DeleteFeatureView].
 message DeleteFeatureViewRequest {
   // Required. The name of the FeatureView to be deleted.
   // Format:

diff --git a/.../google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/feature_registry_service.proto b/.../google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/feature_registry_service.proto
@@ -116,6 +116,20 @@ service FeatureRegistryService {
     };
   }
 
+  // Creates a batch of Features in a given FeatureGroup.
+  rpc BatchCreateFeatures(BatchCreateFeaturesRequest)
+      returns (google.longrunning.Operation) {
+    option (google.api.http) = {
+      post: "/v1/{parent=projects/*/locations/*/featureGroups/*}/features:batchCreate"
+      body: "*"
+    };
+    option (google.api.method_signature) = "parent,requests";
+    option (google.longrunning.operation_info) = {
+      response_type: "BatchCreateFeaturesResponse"
+      metadata_type: "BatchCreateFeaturesOperationMetadata"
+    };
+  }
+
   // Gets details of a single Feature.
   rpc GetFeature(GetFeatureRequest) returns (Feature) {
     option (google.api.http) = {
@@ -179,7 +193,7 @@ message CreateFeatureGroupRequest {
   // Required. The ID to use for this FeatureGroup, which will become the final
   // component of the FeatureGroup's resource name.
   //
-  // This value may be up to 60 characters, and valid characters are
+  // This value may be up to 128 characters, and valid characters are
   // `[a-z0-9_]`. The first character cannot be a number.
   //
   // The value must be unique within the project and location.
@@ -237,12 +251,12 @@ message ListFeatureGroupsRequest {
   int32 page_size = 3;
 
   // A page token, received from a previous
-  // [FeatureGroupAdminService.ListFeatureGroups][] call.
-  // Provide this to retrieve the subsequent page.
+  // [FeatureRegistryService.ListFeatureGroups][google.cloud.aiplatform.v1.FeatureRegistryService.ListFeatureGroups]
+  // call. Provide this to retrieve the subsequent page.
   //
   // When paginating, all other parameters provided to
-  // [FeatureGroupAdminService.ListFeatureGroups][] must
-  // match the call that provided the page token.
+  // [FeatureRegistryService.ListFeatureGroups][google.cloud.aiplatform.v1.FeatureRegistryService.ListFeatureGroups]
+  // must match the call that provided the page token.
   string page_token = 4;
 
   // A comma-separated list of fields to order by, sorted in ascending order.

diff --git a/...ogle-cloud-aiplatform/protos/google/cloud/aiplatform/v1/featurestore_online_service.proto b/...ogle-cloud-aiplatform/protos/google/cloud/aiplatform/v1/featurestore_online_service.proto
@@ -206,7 +206,7 @@ message ReadFeatureValuesResponse {
 }
 
 // Request message for
-// [FeaturestoreOnlineServingService.StreamingFeatureValuesRead][].
+// [FeaturestoreOnlineServingService.StreamingReadFeatureValues][google.cloud.aiplatform.v1.FeaturestoreOnlineServingService.StreamingReadFeatureValues].
 message StreamingReadFeatureValuesRequest {
   // Required. The resource name of the entities' type.
   // Value format:

diff --git a/...ages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/featurestore_service.proto b/...ages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/featurestore_service.proto
@@ -931,7 +931,8 @@ message UpdateEntityTypeRequest {
   google.protobuf.FieldMask update_mask = 2;
 }
 
-// Request message for [FeaturestoreService.DeleteEntityTypes][].
+// Request message for
+// [FeaturestoreService.DeleteEntityType][google.cloud.aiplatform.v1.FeaturestoreService.DeleteEntityType].
 message DeleteEntityTypeRequest {
   // Required. The name of the EntityType to be deleted.
   // Format:
@@ -980,22 +981,25 @@ message CreateFeatureRequest {
 
 // Request message for
 // [FeaturestoreService.BatchCreateFeatures][google.cloud.aiplatform.v1.FeaturestoreService.BatchCreateFeatures].
+// Request message for
+// [FeatureRegistryService.BatchCreateFeatures][google.cloud.aiplatform.v1.FeatureRegistryService.BatchCreateFeatures].
 message BatchCreateFeaturesRequest {
-  // Required. The resource name of the EntityType to create the batch of
-  // Features under. Format:
+  // Required. The resource name of the EntityType/FeatureGroup to create the
+  // batch of Features under. Format:
   // `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
+  // `projects/{project}/locations/{location}/featureGroups/{feature_group}`
   string parent = 1 [
     (google.api.field_behavior) = REQUIRED,
     (google.api.resource_reference) = {
-      type: "aiplatform.googleapis.com/EntityType"
+      child_type: "aiplatform.googleapis.com/Feature"
     }
   ];
 
   // Required. The request message specifying the Features to create. All
-  // Features must be created under the same parent EntityType. The `parent`
-  // field in each child request message can be omitted. If `parent` is set in a
-  // child request, then the value must match the `parent` value in this request
-  // message.
+  // Features must be created under the same parent EntityType / FeatureGroup.
+  // The `parent` field in each child request message can be omitted. If
+  // `parent` is set in a child request, then the value must match the `parent`
+  // value in this request message.
   repeated CreateFeatureRequest requests = 2
       [(google.api.field_behavior) = REQUIRED];
 }

diff --git a/...ages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/genai_tuning_service.proto b/...ages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/genai_tuning_service.proto
@@ -87,8 +87,6 @@ service GenAiTuningService {
   }
 
   // Rebase a TunedModel.
-  // Creates a LongRunningOperation that takes a legacy Tuned GenAI model
-  // Reference and creates a TuningJob based on newly available model.
   rpc RebaseTunedModel(RebaseTunedModelRequest)
       returns (google.longrunning.Operation) {
     option (google.api.http) = {
@@ -151,8 +149,9 @@ message ListTuningJobsRequest {
   int32 page_size = 3 [(google.api.field_behavior) = OPTIONAL];
 
   // Optional. The standard list page token.
-  // Typically obtained via [ListTuningJob.next_page_token][] of the
-  // previous GenAiTuningService.ListTuningJob][] call.
+  // Typically obtained via
+  // [ListTuningJobsResponse.next_page_token][google.cloud.aiplatform.v1.ListTuningJobsResponse.next_page_token]
+  // of the previous GenAiTuningService.ListTuningJob][] call.
   string page_token = 4 [(google.api.field_behavior) = OPTIONAL];
 }
 

diff --git a/...es/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/index_endpoint_service.proto b/...es/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/index_endpoint_service.proto
@@ -339,8 +339,10 @@ message MutateDeployedIndexRequest {
   ];
 
   // Required. The DeployedIndex to be updated within the IndexEndpoint.
-  // Currently, the updatable fields are [DeployedIndex][automatic_resources]
-  // and [DeployedIndex][dedicated_resources]
+  // Currently, the updatable fields are
+  // [DeployedIndex.automatic_resources][google.cloud.aiplatform.v1.DeployedIndex.automatic_resources]
+  // and
+  // [DeployedIndex.dedicated_resources][google.cloud.aiplatform.v1.DeployedIndex.dedicated_resources]
   DeployedIndex deployed_index = 2 [(google.api.field_behavior) = REQUIRED];
 }