feat: add ValueType.STRUCT to Feature

feat: add encryption_spec to FeatureOnlineStore
feat: add struct_value to FeatureValue
feat: add encryption_spec, service_account, disable_container_logging to DeploymentResourcePool
feat: add model_reference to Dataset
feat: add tool_config to GenerateContentRequest
feat: add dataplex_config to MetadataStore
feat: add model_reference to DatasetVersion
feat: add INVALID_SPARSE_DIMENSIONS, INVALID_SPARSE_EMBEDDING, INVALID_EMBEDDING to NearestNeighborSearchOperationMetadata.RecordError
feat: add valid_sparse_record_count, invalid_sparse_record_count to NearestNeighborSearchOperationMetadata.ContentValidationStats
feat: add sparse_embedding to IndexDatapoint
feat: add sparse_vectors_count to IndexStats
feat: add sparse_distance to FindNeighborsResponse.Neighbor
feat: add more fields in FindNeighborsRequest.Query
feat: add UpdateNotebookRuntimeTemplate to NotebookService
feat: add direct_notebook_source to NotebookExecutionJob
feat: add encryption_spec to NotebookRuntimeTemplate
feat: add idle_shutdown_config, encryption_spec, satisfies_pzs, satisfies_pzi to NotebookRuntime
feat: add RaySpec to PersistentResource
fix!: An existing message `Segment` is removed
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 field `feature_vector` in message `.google.cloud.aiplatform.v1beta1.IndexDatapoint` is changed
docs: A comment for field `vectors_count` in message `.google.cloud.aiplatform.v1beta1.IndexStats` is changed
docs: A comment for enum value `EMBEDDING_SIZE_MISMATCH` in enum `RecordErrorType` is changed
docs: A comment for field `exec` in message `.google.cloud.aiplatform.v1beta1.Probe` is changed

PiperOrigin-RevId: 638338486

Source-Link: googleapis/googleapis@c2a9b99

Source-Link: googleapis/googleapis-gen@c4b0bd6
Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImM0YjBiZDY4NmRkNjNkNWEzOGRmYjIyNDZkMTgwYzIxMTU5Nzc2YTgifQ==

owl-bot-staging/google-cloud-aiplatform/v1/.eslintignore

@@ -0,0 +1,7 @@
+**/node_modules
+**/.coverage
+build/
+docs/
+protos/
+system-test/
+samples/generated/

owl-bot-staging/google-cloud-aiplatform/v1/.eslintrc.json

@@ -0,0 +1,3 @@
+{
+  "extends": "./node_modules/gts"
+}

owl-bot-staging/google-cloud-aiplatform/v1/.gitignore

@@ -0,0 +1,14 @@
+**/*.log
+**/node_modules
+/.coverage
+/coverage
+/.nyc_output
+/docs/
+/out/
+/build/
+system-test/secrets.js
+system-test/*key.json
+*.lock
+.DS_Store
+package-lock.json
+__pycache__

owl-bot-staging/google-cloud-aiplatform/v1/.jsdoc.js

@@ -0,0 +1,55 @@
+// 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
+//
+//     https://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.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+'use strict';
+
+module.exports = {
+  opts: {
+    readme: './README.md',
+    package: './package.json',
+    template: './node_modules/jsdoc-fresh',
+    recurse: true,
+    verbose: true,
+    destination: './docs/'
+  },
+  plugins: [
+    'plugins/markdown',
+    'jsdoc-region-tag'
+  ],
+  source: {
+    excludePattern: '(^|\\/|\\\\)[._]',
+    include: [
+      'build/src',
+      'protos'
+    ],
+    includePattern: '\\.js$'
+  },
+  templates: {
+    copyright: 'Copyright 2024 Google LLC',
+    includeDate: false,
+    sourceFiles: false,
+    systemName: '@google-cloud/aiplatform',
+    theme: 'lumen',
+    default: {
+      outputSourceFiles: false
+    }
+  },
+  markdown: {
+    idInHeadings: true
+  }
+};

owl-bot-staging/google-cloud-aiplatform/v1/.mocharc.js

@@ -0,0 +1,33 @@
+// 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
+//
+//     https://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.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+const config = {
+  "enable-source-maps": true,
+  "throw-deprecation": true,
+  "timeout": 10000
+}
+if (process.env.MOCHA_THROW_DEPRECATION === 'false') {
+  delete config['throw-deprecation'];
+}
+if (process.env.MOCHA_REPORTER) {
+  config.reporter = process.env.MOCHA_REPORTER;
+}
+if (process.env.MOCHA_REPORTER_OUTPUT) {
+  config['reporter-option'] = `output=${process.env.MOCHA_REPORTER_OUTPUT}`;
+}
+module.exports = config

owl-bot-staging/google-cloud-aiplatform/v1/.prettierrc.js

@@ -0,0 +1,22 @@
+// 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
+//
+//     https://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.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+module.exports = {
+  ...require('gts/.prettierrc.json')
+}

owl-bot-staging/google-cloud-aiplatform/v1/README.md

@@ -0,0 +1 @@
+Aiplatform: Nodejs Client

owl-bot-staging/google-cloud-aiplatform/v1/package.json

@@ -0,0 +1,83 @@
+{
+  "name": "@google-cloud/aiplatform",
+  "version": "0.1.0",
+  "description": "Aiplatform client for Node.js",
+  "repository": "googleapis/nodejs-aiplatform",
+  "license": "Apache-2.0",
+  "author": "Google LLC",
+  "main": "build/src/index.js",
+  "files": [
+    "build/src",
+    "build/protos"
+  ],
+  "keywords": [
+    "google apis client",
+    "google api client",
+    "google apis",
+    "google api",
+    "google",
+    "google cloud platform",
+    "google cloud",
+    "cloud",
+    "google aiplatform",
+    "aiplatform",
+    "dataset service",
+    "deployment resource pool service",
+    "endpoint service",
+    "feature online store admin service",
+    "feature online store service",
+    "feature registry service",
+    "featurestore online serving service",
+    "featurestore service",
+    "gen ai tuning service",
+    "index endpoint service",
+    "index service",
+    "job service",
+    "llm utility service",
+    "match service",
+    "metadata service",
+    "migration service",
+    "model garden service",
+    "model service",
+    "notebook service",
+    "persistent resource service",
+    "pipeline service",
+    "prediction service",
+    "schedule service",
+    "specialist pool service",
+    "tensorboard service",
+    "vizier service"
+  ],
+  "scripts": {
+    "clean": "gts clean",
+    "compile": "tsc -p . && cp -r protos build/ && minifyProtoJson",
+    "compile-protos": "compileProtos src",
+    "docs": "jsdoc -c .jsdoc.js",
+    "fix": "gts fix",
+    "lint": "gts check",
+    "prepare": "npm run compile-protos && npm run compile",
+    "system-test": "c8 mocha build/system-test",
+    "test": "c8 mocha build/test"
+  },
+  "dependencies": {
+    "google-gax": "^4.3.3"
+  },
+  "devDependencies": {
+    "@types/mocha": "^10.0.6",
+    "@types/node": "^20.12.12",
+    "@types/sinon": "^10.0.20",
+    "c8": "^9.1.0",
+    "gapic-tools": "^0.4.2",
+    "gts": "5.3.0",
+    "jsdoc": "^4.0.3",
+    "jsdoc-fresh": "^3.0.0",
+    "jsdoc-region-tag": "^3.0.0",
+    "mocha": "^10.4.0",
+    "pack-n-play": "^2.0.3",
+    "sinon": "^15.2.0",
+    "typescript": "5.1.6"
+  },
+  "engines": {
+    "node": ">=v14"
+  }
+}

owl-bot-staging/google-cloud-aiplatform/v1/protos/google/cloud/aiplatform/v1/accelerator_type.proto

@@ -0,0 +1,70 @@
+// 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;
+
+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 = "AcceleratorTypeProto";
+option java_package = "com.google.cloud.aiplatform.v1";
+option php_namespace = "Google\\Cloud\\AIPlatform\\V1";
+option ruby_package = "Google::Cloud::AIPlatform::V1";
+
+// Represents a hardware accelerator type.
+enum AcceleratorType {
+  // Unspecified accelerator type, which means no accelerator.
+  ACCELERATOR_TYPE_UNSPECIFIED = 0;
+
+  // Nvidia Tesla K80 GPU.
+  NVIDIA_TESLA_K80 = 1;
+
+  // Nvidia Tesla P100 GPU.
+  NVIDIA_TESLA_P100 = 2;
+
+  // Nvidia Tesla V100 GPU.
+  NVIDIA_TESLA_V100 = 3;
+
+  // Nvidia Tesla P4 GPU.
+  NVIDIA_TESLA_P4 = 4;
+
+  // Nvidia Tesla T4 GPU.
+  NVIDIA_TESLA_T4 = 5;
+
+  // Nvidia Tesla A100 GPU.
+  NVIDIA_TESLA_A100 = 8;
+
+  // Nvidia A100 80GB GPU.
+  NVIDIA_A100_80GB = 9;
+
+  // Nvidia L4 GPU.
+  NVIDIA_L4 = 11;
+
+  // Nvidia H100 80Gb GPU.
+  NVIDIA_H100_80GB = 13;
+
+  // TPU v2.
+  TPU_V2 = 6;
+
+  // TPU v3.
+  TPU_V3 = 7;
+
+  // TPU v4.
+  TPU_V4_POD = 10;
+
+  // TPU v5.
+  TPU_V5_LITEPOD = 12;
+}

owl-bot-staging/google-cloud-aiplatform/v1/protos/google/cloud/aiplatform/v1/annotation.proto

@@ -0,0 +1,96 @@
+// 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/user_action_reference.proto";
+import "google/protobuf/struct.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 = "AnnotationProto";
+option java_package = "com.google.cloud.aiplatform.v1";
+option php_namespace = "Google\\Cloud\\AIPlatform\\V1";
+option ruby_package = "Google::Cloud::AIPlatform::V1";
+
+// Used to assign specific AnnotationSpec to a particular area of a DataItem or
+// the whole part of the DataItem.
+message Annotation {
+  option (google.api.resource) = {
+    type: "aiplatform.googleapis.com/Annotation"
+    pattern: "projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}/annotations/{annotation}"
+  };
+
+  // Output only. Resource name of the Annotation.
+  string name = 1 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Required. Google Cloud Storage URI points to a YAML file describing
+  // [payload][google.cloud.aiplatform.v1.Annotation.payload]. The schema is
+  // defined as an [OpenAPI 3.0.2 Schema
+  // Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
+  // The schema files that can be used here are found in
+  // gs://google-cloud-aiplatform/schema/dataset/annotation/, note that the
+  // chosen schema must be consistent with the parent Dataset's
+  // [metadata][google.cloud.aiplatform.v1.Dataset.metadata_schema_uri].
+  string payload_schema_uri = 2 [(google.api.field_behavior) = REQUIRED];
+
+  // Required. The schema of the payload can be found in
+  // [payload_schema][google.cloud.aiplatform.v1.Annotation.payload_schema_uri].
+  google.protobuf.Value payload = 3 [(google.api.field_behavior) = REQUIRED];
+
+  // Output only. Timestamp when this Annotation was created.
+  google.protobuf.Timestamp create_time = 4
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Timestamp when this Annotation was last updated.
+  google.protobuf.Timestamp update_time = 7
+      [(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 = 8 [(google.api.field_behavior) = OPTIONAL];
+
+  // Output only. The source of the Annotation.
+  UserActionReference annotation_source = 5
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Optional. The labels with user-defined metadata to organize your
+  // Annotations.
+  //
+  // 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.
+  // No more than 64 user labels can be associated with one Annotation(System
+  // labels are excluded).
+  //
+  // See https://goo.gl/xmQnxf for more information and examples of labels.
+  // System reserved label keys are prefixed with "aiplatform.googleapis.com/"
+  // and are immutable. Following system labels exist for each Annotation:
+  //
+  // * "aiplatform.googleapis.com/annotation_set_name":
+  //   optional, name of the UI's annotation set this Annotation belongs to.
+  //   If not set, the Annotation is not visible in the UI.
+  //
+  // * "aiplatform.googleapis.com/payload_schema":
+  //   output only, its value is the
+  //   [payload_schema's][google.cloud.aiplatform.v1.Annotation.payload_schema_uri]
+  //   title.
+  map<string, string> labels = 6 [(google.api.field_behavior) = OPTIONAL];
+}