feat: A new field satisfies_pzs is added to message `.google.cloud.…

…aiplatform.v1.BatchPredictionJob` (#5605) * feat: add reservation affinity proto feat: add spot field to Vertex Prediction's Dedicated Resources and Custom Training's Scheduling Strategy docs: update the description for the deprecated GPU (K80) PiperOrigin-RevId: 659688229 Source-Link: googleapis/googleapis@333c1ec Source-Link: googleapis/googleapis-gen@523afc9 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjUyM2FmYzliYjI1OWE3NTliMWVlZjVmNjk5NGY0M2I1MmIwMGI5OGMifQ== * feat: add reservation affinity proto feat: add spot field to Vertex Prediction's Dedicated Resources and Custom Training's Scheduling Strategy docs: update the description for the deprecated GPU (K80) PiperOrigin-RevId: 659693494 Source-Link: googleapis/googleapis@f907e15 Source-Link: googleapis/googleapis-gen@9ad32e0 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjlhZDMyZTA3ODdlOThlMGNjNjJlYTRhYzcxZjliNjEwNjYzZmU3ZTUifQ== * feat: add pointwise and pairwise metrics to evaluation service PiperOrigin-RevId: 659984672 Source-Link: googleapis/googleapis@634d59e Source-Link: googleapis/googleapis-gen@05b8c47 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjA1YjhjNDc3MjlhZDZmZjNjMTg4NDU5NWI0ODNjOGZjOTgyOTllOGYifQ== * feat: add evaluation service proto to v1 PiperOrigin-RevId: 660115183 Source-Link: googleapis/googleapis@9d6389c Source-Link: googleapis/googleapis-gen@aa9597b Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImFhOTU5N2JlYTkwMjc5N2MwNDZiOGU4NjAwZDk4M2E1MDdiMTdiYjIifQ== * feat: Allow v1beta1 api calls for some dataset_service, llm_utility_service, and prediction_service apis without project and location PiperOrigin-RevId: 660146060 Source-Link: googleapis/googleapis@dba0d79 Source-Link: googleapis/googleapis-gen@2fe4f9a Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjJmZTRmOWE4NDQ5OTM2MTY4MWM5ZDNlMDJlMmE5YmZlYjc1OWIwY2EifQ== * feat: Allow v1 api calls for some dataset_service, llm_utility_service, and prediction_service apis without project and location PiperOrigin-RevId: 660169876 Source-Link: googleapis/googleapis@1f17bca Source-Link: googleapis/googleapis-gen@2394698 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjIzOTQ2OTg2ZjVhNmY0ZDQxY2FhZDk4MzFjNDI1OTIxMDQ3ZDQ4NGIifQ== * feat: release advanced parsing options for rag files PiperOrigin-RevId: 660965686 Source-Link: googleapis/googleapis@a353d25 Source-Link: googleapis/googleapis-gen@02ac8bc Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjAyYWM4YmM1ZDFhYzI0YTQxNzM0MGYwMDYwNGYxNzg5MzM2YmRiYmYifQ== * feat: A new message `RoutingConfig` is added feat: A new field `seed` is added to message `.google.cloud.aiplatform.v1beta1.GenerationConfig` feat: A new field `routing_config` is added to message `.google.cloud.aiplatform.v1beta1.GenerationConfig` feat: A new field `avg_logprobs` is added to message `.google.cloud.aiplatform.v1beta1.Candidate` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.CustomJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.CustomJob` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.EntityType` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.EntityType` feat: A new message `TimeSeries` is added feat: A new field `time_series` is added to message `.google.cloud.aiplatform.v1beta1.FeatureGroup` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.FeatureOnlineStore` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.FeatureOnlineStore` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.FeatureView` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.FeatureView` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.FeatureViewSync` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.FeatureViewSync` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.Featurestore` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.Featurestore` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.HyperparameterTuningJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.HyperparameterTuningJob` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.Index` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.Index` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.IndexEndpoint` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.IndexEndpoint` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob` feat: A new field `hugging_face_token` is added to message `.google.cloud.aiplatform.v1beta1.GetPublisherModelRequest` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1beta1.NasJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1beta1.NasJob` feat: A new field `encryption_spec` is added to message `.google.cloud.aiplatform.v1beta1.NotebookExecutionJob` feat: A new field `sample_request` is added to message `.google.cloud.aiplatform.v1beta1.PublisherModel` feat: A new field `service_attachment` is added to message `.google.cloud.aiplatform.v1beta1.PrivateServiceConnectConfig` feat: A new field `total_truncated_example_count` is added to message `.google.cloud.aiplatform.v1beta1.SupervisedTuningDataStats` feat: A new field `truncated_example_indices` is added to message `.google.cloud.aiplatform.v1beta1.SupervisedTuningDataStats` fix!: An existing message `GroundingAttribution` is removed fix!: An existing field `grounding_attributions` is removed from message `.google.cloud.aiplatform.v1beta1.GroundingMetadata` fix!: An existing field `disable_attribution` is removed from message `.google.cloud.aiplatform.v1beta1.GoogleSearchRetrieval` docs: A comment for enum value `STOP` in enum `FinishReason` is changed docs: A comment for enum value `MAX_TOKENS` in enum `FinishReason` is changed docs: A comment for enum value `SAFETY` in enum `FinishReason` is changed docs: A comment for enum value `RECITATION` in enum `FinishReason` is changed docs: A comment for enum value `OTHER` in enum `FinishReason` is changed docs: A comment for enum value `BLOCKLIST` in enum `FinishReason` is changed docs: A comment for enum value `PROHIBITED_CONTENT` in enum `FinishReason` is changed docs: A comment for enum value `SPII` in enum `FinishReason` is changed docs: A comment for enum `Strategy` is changed docs: A comment for enum value `STRATEGY_UNSPECIFIED` in enum `Strategy` is changed docs: A comment for enum value `AUTO` in enum `Mode` is changed docs: A comment for field `distance` in message `.google.cloud.aiplatform.v1beta1.RagContexts` is changed PiperOrigin-RevId: 661167484 Source-Link: googleapis/googleapis@3c0b84d Source-Link: googleapis/googleapis-gen@a478f34 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImE0NzhmMzRmMzhjNzEyNzI5MmQ3YzM2N2RiMTFiY2JjZjZlOTRhN2YifQ== * feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.BatchPredictionJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.BatchPredictionJob` feat: A new message `RoutingConfig` is added feat: A new field `seed` is added to message `.google.cloud.aiplatform.v1.GenerationConfig` feat: A new field `routing_config` is added to message `.google.cloud.aiplatform.v1.GenerationConfig` feat: A new field `avg_logprobs` is added to message `.google.cloud.aiplatform.v1.Candidate` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.CustomJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.CustomJob` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.DataItem` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.DataItem` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.Dataset` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.Dataset` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.DatasetVersion` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.DatasetVersion` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.DeploymentResourcePool` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.DeploymentResourcePool` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.EntityType` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.EntityType` feat: A new message `TimeSeries` is added feat: A new field `time_series` is added to message `.google.cloud.aiplatform.v1.FeatureGroup` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.FeatureOnlineStore` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.FeatureOnlineStore` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.FeatureView` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.FeatureView` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.FeatureViewSync` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.FeatureViewSync` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.Featurestore` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.Featurestore` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.HyperparameterTuningJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.HyperparameterTuningJob` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.Index` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.Index` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.IndexEndpoint` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.IndexEndpoint` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob` feat: A new field `hugging_face_token` is added to message `.google.cloud.aiplatform.v1.GetPublisherModelRequest` feat: A new field `satisfies_pzs` is added to message `.google.cloud.aiplatform.v1.NasJob` feat: A new field `satisfies_pzi` is added to message `.google.cloud.aiplatform.v1.NasJob` feat: A new field `encryption_spec` is added to message `.google.cloud.aiplatform.v1.NotebookExecutionJob` feat: A new field `sample_request` is added to message `.google.cloud.aiplatform.v1.PublisherModel` feat: A new resource_definition `compute.googleapis.com/NetworkAttachment` is added feat: A new field `service_attachment` is added to message `.google.cloud.aiplatform.v1.PrivateServiceConnectConfig` feat: A new field `total_truncated_example_count` is added to message `.google.cloud.aiplatform.v1.SupervisedTuningDataStats` feat: A new field `truncated_example_indices` is added to message `.google.cloud.aiplatform.v1.SupervisedTuningDataStats` docs: A comment for enum value `STOP` in enum `FinishReason` is changed docs: A comment for enum value `MAX_TOKENS` in enum `FinishReason` is changed docs: A comment for enum value `SAFETY` in enum `FinishReason` is changed docs: A comment for enum value `RECITATION` in enum `FinishReason` is changed docs: A comment for enum value `OTHER` in enum `FinishReason` is changed docs: A comment for enum value `BLOCKLIST` in enum `FinishReason` is changed docs: A comment for enum value `PROHIBITED_CONTENT` in enum `FinishReason` is changed docs: A comment for enum value `SPII` in enum `FinishReason` is changed docs: A comment for enum `Strategy` is changed docs: A comment for enum value `STRATEGY_UNSPECIFIED` in enum `Strategy` is changed docs: A comment for field `model` in message `.google.cloud.aiplatform.v1.GenerateContentRequest` is changed docs: A comment for enum value `AUTO` in enum `Mode` is changed PiperOrigin-RevId: 661337164 Source-Link: googleapis/googleapis@a5c87fe Source-Link: googleapis/googleapis-gen@e59dd78 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImU1OWRkNzg2YzEyY2QxZWExM2VkNWUxYjZiMDZlY2U4ODc0ZDVmM2IifQ== * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * Update index.ts --------- Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com> Co-authored-by: sofisl <[email protected]>
googleapis · Aug 15, 2024 · e4574ad · e4574ad
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diff --git a/packages/google-cloud-aiplatform/README.md b/packages/google-cloud-aiplatform/README.md
@@ -135,6 +135,7 @@ Samples are in the [`samples/`](https://github.com/googleapis/google-cloud-node/
 | Endpoint_service.mutate_deployed_model | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/endpoint_service.mutate_deployed_model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/endpoint_service.mutate_deployed_model.js,packages/google-cloud-aiplatform/samples/README.md) |
 | Endpoint_service.undeploy_model | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/endpoint_service.undeploy_model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/endpoint_service.undeploy_model.js,packages/google-cloud-aiplatform/samples/README.md) |
 | Endpoint_service.update_endpoint | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/endpoint_service.update_endpoint.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/endpoint_service.update_endpoint.js,packages/google-cloud-aiplatform/samples/README.md) |
+| Evaluation_service.evaluate_instances | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/evaluation_service.evaluate_instances.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/evaluation_service.evaluate_instances.js,packages/google-cloud-aiplatform/samples/README.md) |
 | Feature_online_store_admin_service.create_feature_online_store | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/feature_online_store_admin_service.create_feature_online_store.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/feature_online_store_admin_service.create_feature_online_store.js,packages/google-cloud-aiplatform/samples/README.md) |
 | Feature_online_store_admin_service.create_feature_view | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/feature_online_store_admin_service.create_feature_view.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/feature_online_store_admin_service.create_feature_view.js,packages/google-cloud-aiplatform/samples/README.md) |
 | Feature_online_store_admin_service.delete_feature_online_store | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/feature_online_store_admin_service.delete_feature_online_store.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/feature_online_store_admin_service.delete_feature_online_store.js,packages/google-cloud-aiplatform/samples/README.md) |

diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/accelerator_type.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/accelerator_type.proto
@@ -29,7 +29,8 @@ enum AcceleratorType {
   // Unspecified accelerator type, which means no accelerator.
   ACCELERATOR_TYPE_UNSPECIFIED = 0;
 
-  // Nvidia Tesla K80 GPU.
+  // Deprecated: Nvidia Tesla K80 GPU has reached end of support,
+  // see https://cloud.google.com/compute/docs/eol/k80-eol.
   NVIDIA_TESLA_K80 = 1 [deprecated = true];
 
   // Nvidia Tesla P100 GPU.

diff --git a/...ages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/batch_prediction_job.proto b/...ages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/batch_prediction_job.proto
@@ -457,4 +457,10 @@ message BatchPredictionJob {
   //
   // User can disable container logging by setting this flag to true.
   bool disable_container_logging = 34;
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzs = 36 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzi = 37 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/content.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/content.proto
@@ -137,6 +137,48 @@ message VideoMetadata {
 
 // Generation config.
 message GenerationConfig {
+  // The configuration for routing the request to a specific model.
+  message RoutingConfig {
+    // When automated routing is specified, the routing will be determined by
+    // the pretrained routing model and customer provided model routing
+    // preference.
+    message AutoRoutingMode {
+      // The model routing preference.
+      enum ModelRoutingPreference {
+        // Unspecified model routing preference.
+        UNKNOWN = 0;
+
+        // Prefer higher quality over low cost.
+        PRIORITIZE_QUALITY = 1;
+
+        // Balanced model routing preference.
+        BALANCED = 2;
+
+        // Prefer lower cost over higher quality.
+        PRIORITIZE_COST = 3;
+      }
+
+      // The model routing preference.
+      optional ModelRoutingPreference model_routing_preference = 1;
+    }
+
+    // When manual routing is set, the specified model will be used directly.
+    message ManualRoutingMode {
+      // The model name to use. Only the public LLM models are accepted. e.g.
+      // 'gemini-1.5-pro-001'.
+      optional string model_name = 1;
+    }
+
+    // Routing mode.
+    oneof routing_config {
+      // Automated routing.
+      AutoRoutingMode auto_mode = 1;
+
+      // Manual routing.
+      ManualRoutingMode manual_mode = 2;
+    }
+  }
+
   // Optional. Controls the randomness of predictions.
   optional float temperature = 1 [(google.api.field_behavior) = OPTIONAL];
 
@@ -161,6 +203,9 @@ message GenerationConfig {
   // Optional. Frequency penalties.
   optional float frequency_penalty = 9 [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. Seed.
+  optional int32 seed = 12 [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. Output response mimetype of the generated candidate text.
   // Supported mimetype:
   // - `text/plain`: (default) Text output.
@@ -178,6 +223,10 @@ message GenerationConfig {
   // Compatible mimetypes:
   // `application/json`: Schema for JSON response.
   optional Schema response_schema = 16 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Routing configuration.
+  optional RoutingConfig routing_config = 17
+      [(google.api.field_behavior) = OPTIONAL];
 }
 
 // Safety settings.
@@ -317,34 +366,34 @@ message Candidate {
     // The finish reason is unspecified.
     FINISH_REASON_UNSPECIFIED = 0;
 
-    // Natural stop point of the model or provided stop sequence.
+    // Token generation reached a natural stopping point or a configured stop
+    // sequence.
     STOP = 1;
 
-    // The maximum number of tokens as specified in the request was reached.
+    // Token generation reached the configured maximum output tokens.
     MAX_TOKENS = 2;
 
-    // The token generation was stopped as the response was flagged for safety
-    // reasons. NOTE: When streaming the Candidate.content will be empty if
-    // content filters blocked the output.
+    // Token generation stopped because the content potentially contains safety
+    // violations. NOTE: When streaming,
+    // [content][google.cloud.aiplatform.v1.Candidate.content] is empty if
+    // content filters blocks the output.
     SAFETY = 3;
 
-    // The token generation was stopped as the response was flagged for
-    // unauthorized citations.
+    // Token generation stopped because the content potentially contains
+    // copyright violations.
     RECITATION = 4;
 
-    // All other reasons that stopped the token generation
+    // All other reasons that stopped the token generation.
     OTHER = 5;
 
-    // The token generation was stopped as the response was flagged for the
-    // terms which are included from the terminology blocklist.
+    // Token generation stopped because the content contains forbidden terms.
     BLOCKLIST = 6;
 
-    // The token generation was stopped as the response was flagged for
-    // the prohibited contents.
+    // Token generation stopped for potentially containing prohibited content.
     PROHIBITED_CONTENT = 7;
 
-    // The token generation was stopped as the response was flagged for
-    // Sensitive Personally Identifiable Information (SPII) contents.
+    // Token generation stopped because the content potentially contains
+    // Sensitive Personally Identifiable Information (SPII).
     SPII = 8;
 
     // The function call generated by the model is invalid.
@@ -360,6 +409,9 @@ message Candidate {
   // Output only. Confidence score of the candidate.
   double score = 8 [(google.api.field_behavior) = OUTPUT_ONLY];
 
+  // Output only. Average log probability score of the candidate.
+  double avg_logprobs = 9 [(google.api.field_behavior) = OUTPUT_ONLY];
+
   // Output only. The reason why the model stopped generating tokens.
   // If empty, the model has not stopped generating the tokens.
   FinishReason finish_reason = 3 [(google.api.field_behavior) = OUTPUT_ONLY];

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
@@ -109,6 +109,12 @@ message CustomJob {
   // The values are the URIs for each node's interactive shell.
   map<string, string> web_access_uris = 16
       [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzs = 18 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzi = 19 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
 
 // Represents the spec of a CustomJob.
@@ -352,19 +358,25 @@ message PythonPackageSpec {
 // All parameters related to queuing and scheduling of custom jobs.
 message Scheduling {
   // Optional. This determines which type of scheduling strategy to use. Right
-  // now users have two options such as ON_DEMAND which will use regular on
-  // demand resources to schedule the job, the other is LOW_COST which would
+  // now users have two options such as STANDARD which will use regular on
+  // demand resources to schedule the job, the other is SPOT which would
   // leverage spot resources alongwith regular resources to schedule
   // the job.
   enum Strategy {
-    // Strategy will default to ON_DEMAND.
+    // Strategy will default to STANDARD.
     STRATEGY_UNSPECIFIED = 0;
 
     // Regular on-demand provisioning strategy.
-    ON_DEMAND = 1;
+    ON_DEMAND = 1 [deprecated = true];
 
     // Low cost by making potential use of spot resources.
-    LOW_COST = 2;
+    LOW_COST = 2 [deprecated = true];
+
+    // Standard provisioning strategy uses regular on-demand resources.
+    STANDARD = 3;
+
+    // Spot provisioning strategy uses spot resources.
+    SPOT = 4;
   }
 
   // The maximum job running time. The default is 7 days.

diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/data_item.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/data_item.proto
@@ -70,4 +70,10 @@ message DataItem {
   // Optional. Used to perform consistent read-modify-write updates. If not set,
   // a blind "overwrite" update happens.
   string etag = 7 [(google.api.field_behavior) = OPTIONAL];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzs = 10 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzi = 11 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
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
@@ -118,6 +118,12 @@ message Dataset {
   // Optional. Reference to the public base model last used by the dataset. Only
   // set for prompt datasets.
   string model_reference = 18 [(google.api.field_behavior) = OPTIONAL];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzs = 19 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzi = 20 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
 
 // Describes the location from where we import data into a Dataset, together

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
@@ -52,6 +52,7 @@ service DatasetService {
     option (google.api.http) = {
       post: "/v1/{parent=projects/*/locations/*}/datasets"
       body: "dataset"
+      additional_bindings { post: "/v1/datasets" body: "dataset" }
     };
     option (google.api.method_signature) = "parent,dataset";
     option (google.longrunning.operation_info) = {
@@ -64,6 +65,7 @@ service DatasetService {
   rpc GetDataset(GetDatasetRequest) returns (Dataset) {
     option (google.api.http) = {
       get: "/v1/{name=projects/*/locations/*/datasets/*}"
+      additional_bindings { get: "/v1/{name=datasets/*}" }
     };
     option (google.api.method_signature) = "name";
   }
@@ -73,6 +75,10 @@ service DatasetService {
     option (google.api.http) = {
       patch: "/v1/{dataset.name=projects/*/locations/*/datasets/*}"
       body: "dataset"
+      additional_bindings {
+        patch: "/v1/{dataset.name=datasets/*}"
+        body: "dataset"
+      }
     };
     option (google.api.method_signature) = "dataset,update_mask";
   }
@@ -81,6 +87,7 @@ service DatasetService {
   rpc ListDatasets(ListDatasetsRequest) returns (ListDatasetsResponse) {
     option (google.api.http) = {
       get: "/v1/{parent=projects/*/locations/*}/datasets"
+      additional_bindings { get: "/v1/datasets" }
     };
     option (google.api.method_signature) = "parent";
   }
@@ -90,6 +97,7 @@ service DatasetService {
       returns (google.longrunning.Operation) {
     option (google.api.http) = {
       delete: "/v1/{name=projects/*/locations/*/datasets/*}"
+      additional_bindings { delete: "/v1/{name=datasets/*}" }
     };
     option (google.api.method_signature) = "name";
     option (google.longrunning.operation_info) = {
@@ -130,6 +138,10 @@ service DatasetService {
     option (google.api.http) = {
       post: "/v1/{parent=projects/*/locations/*/datasets/*}/datasetVersions"
       body: "dataset_version"
+      additional_bindings {
+        post: "/v1/{parent=datasets/*}/datasetVersions"
+        body: "dataset_version"
+      }
     };
     option (google.api.method_signature) = "parent,dataset_version";
     option (google.longrunning.operation_info) = {
@@ -144,6 +156,10 @@ service DatasetService {
     option (google.api.http) = {
       patch: "/v1/{dataset_version.name=projects/*/locations/*/datasets/*/datasetVersions/*}"
       body: "dataset_version"
+      additional_bindings {
+        patch: "/v1/{dataset_version.name=datasets/*/datasetVersions/*}"
+        body: "dataset_version"
+      }
     };
     option (google.api.method_signature) = "dataset_version,update_mask";
   }
@@ -153,6 +169,7 @@ service DatasetService {
       returns (google.longrunning.Operation) {
     option (google.api.http) = {
       delete: "/v1/{name=projects/*/locations/*/datasets/*/datasetVersions/*}"
+      additional_bindings { delete: "/v1/{name=datasets/*/datasetVersions/*}" }
     };
     option (google.api.method_signature) = "name";
     option (google.longrunning.operation_info) = {
@@ -165,6 +182,7 @@ service DatasetService {
   rpc GetDatasetVersion(GetDatasetVersionRequest) returns (DatasetVersion) {
     option (google.api.http) = {
       get: "/v1/{name=projects/*/locations/*/datasets/*/datasetVersions/*}"
+      additional_bindings { get: "/v1/{name=datasets/*/datasetVersions/*}" }
     };
     option (google.api.method_signature) = "name";
   }
@@ -174,6 +192,7 @@ service DatasetService {
       returns (ListDatasetVersionsResponse) {
     option (google.api.http) = {
       get: "/v1/{parent=projects/*/locations/*/datasets/*}/datasetVersions"
+      additional_bindings { get: "/v1/{parent=datasets/*}/datasetVersions" }
     };
     option (google.api.method_signature) = "parent";
   }
@@ -183,6 +202,9 @@ service DatasetService {
       returns (google.longrunning.Operation) {
     option (google.api.http) = {
       get: "/v1/{name=projects/*/locations/*/datasets/*/datasetVersions/*}:restore"
+      additional_bindings {
+        get: "/v1/{name=datasets/*/datasetVersions/*}:restore"
+      }
     };
     option (google.api.method_signature) = "name";
     option (google.longrunning.operation_info) = {

diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/dataset_version.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/dataset_version.proto
@@ -71,4 +71,10 @@ message DatasetVersion {
   // Output only. Reference to the public base model last used by the dataset
   // version. Only set for prompt dataset versions.
   string model_reference = 9 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzs = 10 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzi = 11 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
diff --git a/.../google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/deployment_resource_pool.proto b/.../google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/deployment_resource_pool.proto
@@ -74,4 +74,10 @@ message DeploymentResourcePool {
   // Output only. Timestamp when this DeploymentResourcePool was created.
   google.protobuf.Timestamp create_time = 4
       [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzs = 8 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzi = 9 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/entity_type.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/entity_type.proto
@@ -95,4 +95,10 @@ message EntityType {
   // values older than `offline_storage_ttl_days` since the feature generation
   // time. If unset (or explicitly set to 0), default to 4000 days TTL.
   int32 offline_storage_ttl_days = 10 [(google.api.field_behavior) = OPTIONAL];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzs = 11 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzi = 12 [(google.api.field_behavior) = OUTPUT_ONLY];
 }