From 2fcf55ccb24749cf5387e707b0212bca722f2e96 Mon Sep 17 00:00:00 2001
From: "gcf-owl-bot[bot]" <78513119+gcf-owl-bot[bot]@users.noreply.github.com>
Date: Tue, 6 Feb 2024 21:38:16 +0000
Subject: [PATCH] feat(vision): Added option for user to set labels (#9359)

- [ ] Regenerate this pull request now.

docs: Updated various comments
chore: configure longrunning operations

PiperOrigin-RevId: 604671304

Source-Link: https://togithub.com/googleapis/googleapis/commit/f4c047f491294628d60be57ede025aaee831e98c

Source-Link: https://togithub.com/googleapis/googleapis-gen/commit/939ab9ea6efe368126440b42e6beac7897d3a1c2
Copy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiOTM5YWI5ZWE2ZWZlMzY4MTI2NDQwYjQyZTZiZWFjNzg5N2QzYTFjMiJ9
BEGIN_NESTED_COMMIT
feat(documentai): expose model_type in v1 processor, so that user can see the model_type after get or list processor version
PiperOrigin-RevId: 603727585

Source-Link: https://togithub.com/googleapis/googleapis/commit/7a9a855287b5042410c93e5a510f40efd4ce6cb1

Source-Link: https://togithub.com/googleapis/googleapis-gen/commit/9643051150762c3e15d1cd420ddfb978a1b7c24c
Copy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiOTY0MzA1MTE1MDc2MmMzZTE1ZDFjZDQyMGRkZmI5NzhhMWI3YzI0YyJ9
END_NESTED_COMMIT
---
 documentai/apiv1/documentaipb/processor.pb.go |  335 +++---
 .../ImageAnnotatorClient/GetOperation/main.go |   53 +
 .../ProductSearchClient/GetOperation/main.go  |   53 +
 ...ippet_metadata.google.cloud.vision.v1.json |   96 +-
 vision/apiv1/gapic_metadata.json              |   20 +
 vision/apiv1/image_annotator_client.go        |   90 ++
 .../image_annotator_client_example_test.go    |   26 +
 vision/apiv1/product_search_client.go         |  142 ++-
 .../product_search_client_example_test.go     |   26 +
 vision/apiv1/visionpb/geometry.pb.go          |    2 +-
 vision/apiv1/visionpb/image_annotator.pb.go   | 1008 +++++++++--------
 vision/apiv1/visionpb/product_search.pb.go    |    5 +-
 .../visionpb/product_search_service.pb.go     |   56 +-
 vision/apiv1/visionpb/text_annotation.pb.go   |    7 +-
 vision/apiv1/visionpb/web_detection.pb.go     |    2 +-
 15 files changed, 1288 insertions(+), 633 deletions(-)
 create mode 100644 internal/generated/snippets/vision/apiv1/ImageAnnotatorClient/GetOperation/main.go
 create mode 100644 internal/generated/snippets/vision/apiv1/ProductSearchClient/GetOperation/main.go

diff --git a/documentai/apiv1/documentaipb/processor.pb.go b/documentai/apiv1/documentaipb/processor.pb.go
index 2b15ed962651..06a5169826c2 100755
--- a/documentai/apiv1/documentaipb/processor.pb.go
+++ b/documentai/apiv1/documentaipb/processor.pb.go
@@ -114,6 +114,59 @@ func (ProcessorVersion_State) EnumDescriptor() ([]byte, []int) {
 	return file_google_cloud_documentai_v1_processor_proto_rawDescGZIP(), []int{0, 0}
 }
 
+// The possible model types of the processor version.
+type ProcessorVersion_ModelType int32
+
+const (
+	// The processor version has unspecified model type.
+	ProcessorVersion_MODEL_TYPE_UNSPECIFIED ProcessorVersion_ModelType = 0
+	// The processor version has generative model type.
+	ProcessorVersion_MODEL_TYPE_GENERATIVE ProcessorVersion_ModelType = 1
+	// The processor version has custom model type.
+	ProcessorVersion_MODEL_TYPE_CUSTOM ProcessorVersion_ModelType = 2
+)
+
+// Enum value maps for ProcessorVersion_ModelType.
+var (
+	ProcessorVersion_ModelType_name = map[int32]string{
+		0: "MODEL_TYPE_UNSPECIFIED",
+		1: "MODEL_TYPE_GENERATIVE",
+		2: "MODEL_TYPE_CUSTOM",
+	}
+	ProcessorVersion_ModelType_value = map[string]int32{
+		"MODEL_TYPE_UNSPECIFIED": 0,
+		"MODEL_TYPE_GENERATIVE":  1,
+		"MODEL_TYPE_CUSTOM":      2,
+	}
+)
+
+func (x ProcessorVersion_ModelType) Enum() *ProcessorVersion_ModelType {
+	p := new(ProcessorVersion_ModelType)
+	*p = x
+	return p
+}
+
+func (x ProcessorVersion_ModelType) String() string {
+	return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
+}
+
+func (ProcessorVersion_ModelType) Descriptor() protoreflect.EnumDescriptor {
+	return file_google_cloud_documentai_v1_processor_proto_enumTypes[1].Descriptor()
+}
+
+func (ProcessorVersion_ModelType) Type() protoreflect.EnumType {
+	return &file_google_cloud_documentai_v1_processor_proto_enumTypes[1]
+}
+
+func (x ProcessorVersion_ModelType) Number() protoreflect.EnumNumber {
+	return protoreflect.EnumNumber(x)
+}
+
+// Deprecated: Use ProcessorVersion_ModelType.Descriptor instead.
+func (ProcessorVersion_ModelType) EnumDescriptor() ([]byte, []int) {
+	return file_google_cloud_documentai_v1_processor_proto_rawDescGZIP(), []int{0, 1}
+}
+
 // The possible states of the processor.
 type Processor_State int32
 
@@ -179,11 +232,11 @@ func (x Processor_State) String() string {
 }
 
 func (Processor_State) Descriptor() protoreflect.EnumDescriptor {
-	return file_google_cloud_documentai_v1_processor_proto_enumTypes[1].Descriptor()
+	return file_google_cloud_documentai_v1_processor_proto_enumTypes[2].Descriptor()
 }
 
 func (Processor_State) Type() protoreflect.EnumType {
-	return &file_google_cloud_documentai_v1_processor_proto_enumTypes[1]
+	return &file_google_cloud_documentai_v1_processor_proto_enumTypes[2]
 }
 
 func (x Processor_State) Number() protoreflect.EnumNumber {
@@ -226,6 +279,8 @@ type ProcessorVersion struct {
 	GoogleManaged bool `protobuf:"varint,11,opt,name=google_managed,json=googleManaged,proto3" json:"google_managed,omitempty"`
 	// If set, information about the eventual deprecation of this version.
 	DeprecationInfo *ProcessorVersion_DeprecationInfo `protobuf:"bytes,13,opt,name=deprecation_info,json=deprecationInfo,proto3" json:"deprecation_info,omitempty"`
+	// Output only. The model type of this processor version.
+	ModelType ProcessorVersion_ModelType `protobuf:"varint,15,opt,name=model_type,json=modelType,proto3,enum=google.cloud.documentai.v1.ProcessorVersion_ModelType" json:"model_type,omitempty"`
 }
 
 func (x *ProcessorVersion) Reset() {
@@ -330,6 +385,13 @@ func (x *ProcessorVersion) GetDeprecationInfo() *ProcessorVersion_DeprecationInf
 	return nil
 }
 
+func (x *ProcessorVersion) GetModelType() ProcessorVersion_ModelType {
+	if x != nil {
+		return x.ModelType
+	}
+	return ProcessorVersion_MODEL_TYPE_UNSPECIFIED
+}
+
 // Contains the alias and the aliased resource name of processor version.
 type ProcessorVersionAlias struct {
 	state         protoimpl.MessageState
@@ -592,7 +654,7 @@ var file_google_cloud_documentai_v1_processor_proto_rawDesc = []byte{
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@@ -631,110 +693,121 @@ var file_google_cloud_documentai_v1_processor_proto_rawDesc = []byte{
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+	0x64, 0x2e, 0x64, 0x6f, 0x63, 0x75, 0x6d, 0x65, 0x6e, 0x74, 0x61, 0x69, 0x2e, 0x76, 0x31, 0x42,
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+	0xea, 0x02, 0x1d, 0x47, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x3a, 0x3a, 0x43, 0x6c, 0x6f, 0x75, 0x64,
+	0x3a, 0x3a, 0x44, 0x6f, 0x63, 0x75, 0x6d, 0x65, 0x6e, 0x74, 0x41, 0x49, 0x3a, 0x3a, 0x56, 0x31,
+	0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
@@ -749,34 +822,36 @@ func file_google_cloud_documentai_v1_processor_proto_rawDescGZIP() []byte {
 	return file_google_cloud_documentai_v1_processor_proto_rawDescData
 }
 
-var file_google_cloud_documentai_v1_processor_proto_enumTypes = make([]protoimpl.EnumInfo, 2)
+var file_google_cloud_documentai_v1_processor_proto_enumTypes = make([]protoimpl.EnumInfo, 3)
 var file_google_cloud_documentai_v1_processor_proto_msgTypes = make([]protoimpl.MessageInfo, 4)
 var file_google_cloud_documentai_v1_processor_proto_goTypes = []interface{}{
 	(ProcessorVersion_State)(0),              // 0: google.cloud.documentai.v1.ProcessorVersion.State
-	(Processor_State)(0),                     // 1: google.cloud.documentai.v1.Processor.State
-	(*ProcessorVersion)(nil),                 // 2: google.cloud.documentai.v1.ProcessorVersion
-	(*ProcessorVersionAlias)(nil),            // 3: google.cloud.documentai.v1.ProcessorVersionAlias
-	(*Processor)(nil),                        // 4: google.cloud.documentai.v1.Processor
-	(*ProcessorVersion_DeprecationInfo)(nil), // 5: google.cloud.documentai.v1.ProcessorVersion.DeprecationInfo
-	(*DocumentSchema)(nil),                   // 6: google.cloud.documentai.v1.DocumentSchema
-	(*timestamppb.Timestamp)(nil),            // 7: google.protobuf.Timestamp
-	(*EvaluationReference)(nil),              // 8: google.cloud.documentai.v1.EvaluationReference
+	(ProcessorVersion_ModelType)(0),          // 1: google.cloud.documentai.v1.ProcessorVersion.ModelType
+	(Processor_State)(0),                     // 2: google.cloud.documentai.v1.Processor.State
+	(*ProcessorVersion)(nil),                 // 3: google.cloud.documentai.v1.ProcessorVersion
+	(*ProcessorVersionAlias)(nil),            // 4: google.cloud.documentai.v1.ProcessorVersionAlias
+	(*Processor)(nil),                        // 5: google.cloud.documentai.v1.Processor
+	(*ProcessorVersion_DeprecationInfo)(nil), // 6: google.cloud.documentai.v1.ProcessorVersion.DeprecationInfo
+	(*DocumentSchema)(nil),                   // 7: google.cloud.documentai.v1.DocumentSchema
+	(*timestamppb.Timestamp)(nil),            // 8: google.protobuf.Timestamp
+	(*EvaluationReference)(nil),              // 9: google.cloud.documentai.v1.EvaluationReference
 }
 var file_google_cloud_documentai_v1_processor_proto_depIdxs = []int32{
-	6, // 0: google.cloud.documentai.v1.ProcessorVersion.document_schema:type_name -> google.cloud.documentai.v1.DocumentSchema
-	0, // 1: google.cloud.documentai.v1.ProcessorVersion.state:type_name -> google.cloud.documentai.v1.ProcessorVersion.State
-	7, // 2: google.cloud.documentai.v1.ProcessorVersion.create_time:type_name -> google.protobuf.Timestamp
-	8, // 3: google.cloud.documentai.v1.ProcessorVersion.latest_evaluation:type_name -> google.cloud.documentai.v1.EvaluationReference
-	5, // 4: google.cloud.documentai.v1.ProcessorVersion.deprecation_info:type_name -> google.cloud.documentai.v1.ProcessorVersion.DeprecationInfo
-	1, // 5: google.cloud.documentai.v1.Processor.state:type_name -> google.cloud.documentai.v1.Processor.State
-	3, // 6: google.cloud.documentai.v1.Processor.processor_version_aliases:type_name -> google.cloud.documentai.v1.ProcessorVersionAlias
-	7, // 7: google.cloud.documentai.v1.Processor.create_time:type_name -> google.protobuf.Timestamp
-	7, // 8: google.cloud.documentai.v1.ProcessorVersion.DeprecationInfo.deprecation_time:type_name -> google.protobuf.Timestamp
-	9, // [9:9] is the sub-list for method output_type
-	9, // [9:9] is the sub-list for method input_type
-	9, // [9:9] is the sub-list for extension type_name
-	9, // [9:9] is the sub-list for extension extendee
-	0, // [0:9] is the sub-list for field type_name
+	7,  // 0: google.cloud.documentai.v1.ProcessorVersion.document_schema:type_name -> google.cloud.documentai.v1.DocumentSchema
+	0,  // 1: google.cloud.documentai.v1.ProcessorVersion.state:type_name -> google.cloud.documentai.v1.ProcessorVersion.State
+	8,  // 2: google.cloud.documentai.v1.ProcessorVersion.create_time:type_name -> google.protobuf.Timestamp
+	9,  // 3: google.cloud.documentai.v1.ProcessorVersion.latest_evaluation:type_name -> google.cloud.documentai.v1.EvaluationReference
+	6,  // 4: google.cloud.documentai.v1.ProcessorVersion.deprecation_info:type_name -> google.cloud.documentai.v1.ProcessorVersion.DeprecationInfo
+	1,  // 5: google.cloud.documentai.v1.ProcessorVersion.model_type:type_name -> google.cloud.documentai.v1.ProcessorVersion.ModelType
+	2,  // 6: google.cloud.documentai.v1.Processor.state:type_name -> google.cloud.documentai.v1.Processor.State
+	4,  // 7: google.cloud.documentai.v1.Processor.processor_version_aliases:type_name -> google.cloud.documentai.v1.ProcessorVersionAlias
+	8,  // 8: google.cloud.documentai.v1.Processor.create_time:type_name -> google.protobuf.Timestamp
+	8,  // 9: google.cloud.documentai.v1.ProcessorVersion.DeprecationInfo.deprecation_time:type_name -> google.protobuf.Timestamp
+	10, // [10:10] is the sub-list for method output_type
+	10, // [10:10] is the sub-list for method input_type
+	10, // [10:10] is the sub-list for extension type_name
+	10, // [10:10] is the sub-list for extension extendee
+	0,  // [0:10] is the sub-list for field type_name
 }
 
 func init() { file_google_cloud_documentai_v1_processor_proto_init() }
@@ -841,7 +916,7 @@ func file_google_cloud_documentai_v1_processor_proto_init() {
 		File: protoimpl.DescBuilder{
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_google_cloud_documentai_v1_processor_proto_rawDesc,
-			NumEnums:      2,
+			NumEnums:      3,
 			NumMessages:   4,
 			NumExtensions: 0,
 			NumServices:   0,
diff --git a/internal/generated/snippets/vision/apiv1/ImageAnnotatorClient/GetOperation/main.go b/internal/generated/snippets/vision/apiv1/ImageAnnotatorClient/GetOperation/main.go
new file mode 100644
index 000000000000..f9e4891bc7b5
--- /dev/null
+++ b/internal/generated/snippets/vision/apiv1/ImageAnnotatorClient/GetOperation/main.go
@@ -0,0 +1,53 @@
+// 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.
+
+// Code generated by protoc-gen-go_gapic. DO NOT EDIT.
+
+// [START vision_v1_generated_ImageAnnotator_GetOperation_sync]
+
+package main
+
+import (
+	"context"
+
+	longrunningpb "cloud.google.com/go/longrunning/autogen/longrunningpb"
+	vision "cloud.google.com/go/vision/v2/apiv1"
+)
+
+func main() {
+	ctx := context.Background()
+	// This snippet has been automatically generated and should be regarded as a code template only.
+	// It will require modifications to work:
+	// - It may require correct/in-range values for request initialization.
+	// - It may require specifying regional endpoints when creating the service client as shown in:
+	//   https://pkg.go.dev/cloud.google.com/go#hdr-Client_Options
+	c, err := vision.NewImageAnnotatorClient(ctx)
+	if err != nil {
+		// TODO: Handle error.
+	}
+	defer c.Close()
+
+	req := &longrunningpb.GetOperationRequest{
+		// TODO: Fill request struct fields.
+		// See https://pkg.go.dev/cloud.google.com/go/longrunning/autogen/longrunningpb#GetOperationRequest.
+	}
+	resp, err := c.GetOperation(ctx, req)
+	if err != nil {
+		// TODO: Handle error.
+	}
+	// TODO: Use resp.
+	_ = resp
+}
+
+// [END vision_v1_generated_ImageAnnotator_GetOperation_sync]
diff --git a/internal/generated/snippets/vision/apiv1/ProductSearchClient/GetOperation/main.go b/internal/generated/snippets/vision/apiv1/ProductSearchClient/GetOperation/main.go
new file mode 100644
index 000000000000..79eb04077a99
--- /dev/null
+++ b/internal/generated/snippets/vision/apiv1/ProductSearchClient/GetOperation/main.go
@@ -0,0 +1,53 @@
+// 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.
+
+// Code generated by protoc-gen-go_gapic. DO NOT EDIT.
+
+// [START vision_v1_generated_ProductSearch_GetOperation_sync]
+
+package main
+
+import (
+	"context"
+
+	longrunningpb "cloud.google.com/go/longrunning/autogen/longrunningpb"
+	vision "cloud.google.com/go/vision/v2/apiv1"
+)
+
+func main() {
+	ctx := context.Background()
+	// This snippet has been automatically generated and should be regarded as a code template only.
+	// It will require modifications to work:
+	// - It may require correct/in-range values for request initialization.
+	// - It may require specifying regional endpoints when creating the service client as shown in:
+	//   https://pkg.go.dev/cloud.google.com/go#hdr-Client_Options
+	c, err := vision.NewProductSearchClient(ctx)
+	if err != nil {
+		// TODO: Handle error.
+	}
+	defer c.Close()
+
+	req := &longrunningpb.GetOperationRequest{
+		// TODO: Fill request struct fields.
+		// See https://pkg.go.dev/cloud.google.com/go/longrunning/autogen/longrunningpb#GetOperationRequest.
+	}
+	resp, err := c.GetOperation(ctx, req)
+	if err != nil {
+		// TODO: Handle error.
+	}
+	// TODO: Use resp.
+	_ = resp
+}
+
+// [END vision_v1_generated_ProductSearch_GetOperation_sync]
diff --git a/internal/generated/snippets/vision/apiv1/snippet_metadata.google.cloud.vision.v1.json b/internal/generated/snippets/vision/apiv1/snippet_metadata.google.cloud.vision.v1.json
index cd4fac2ac61e..d031ebac866d 100644
--- a/internal/generated/snippets/vision/apiv1/snippet_metadata.google.cloud.vision.v1.json
+++ b/internal/generated/snippets/vision/apiv1/snippet_metadata.google.cloud.vision.v1.json
@@ -195,6 +195,52 @@
         }
       ]
     },
+    {
+      "regionTag": "vision_v1_generated_ImageAnnotator_GetOperation_sync",
+      "title": "vision GetOperation Sample",
+      "description": "GetOperation is a utility method from google.longrunning.Operations.",
+      "file": "ImageAnnotatorClient/GetOperation/main.go",
+      "language": "GO",
+      "clientMethod": {
+        "shortName": "GetOperation",
+        "fullName": "google.cloud.vision.v1.ImageAnnotatorClient.GetOperation",
+        "parameters": [
+          {
+            "type": "context.Context",
+            "name": "ctx"
+          },
+          {
+            "type": "longrunningpb.GetOperationRequest",
+            "name": "req"
+          },
+          {
+            "type": "...gax.CallOption",
+            "name": "opts"
+          }
+        ],
+        "resultType": "*longrunningpb.Operation",
+        "client": {
+          "shortName": "ImageAnnotatorClient",
+          "fullName": "google.cloud.vision.v1.ImageAnnotatorClient"
+        },
+        "method": {
+          "shortName": "GetOperation",
+          "fullName": "google.longrunning.Operations.GetOperation",
+          "service": {
+            "shortName": "Operations",
+            "fullName": "google.longrunning.Operations"
+          }
+        }
+      },
+      "origin": "API_DEFINITION",
+      "segments": [
+        {
+          "start": 18,
+          "end": 53,
+          "type": "FULL"
+        }
+      ]
+    },
     {
       "regionTag": "vision_v1_generated_ProductSearch_AddProductToProductSet_sync",
       "title": "vision AddProductToProductSet Sample",
@@ -513,6 +559,52 @@
         }
       ]
     },
+    {
+      "regionTag": "vision_v1_generated_ProductSearch_GetOperation_sync",
+      "title": "vision GetOperation Sample",
+      "description": "GetOperation is a utility method from google.longrunning.Operations.",
+      "file": "ProductSearchClient/GetOperation/main.go",
+      "language": "GO",
+      "clientMethod": {
+        "shortName": "GetOperation",
+        "fullName": "google.cloud.vision.v1.ProductSearchClient.GetOperation",
+        "parameters": [
+          {
+            "type": "context.Context",
+            "name": "ctx"
+          },
+          {
+            "type": "longrunningpb.GetOperationRequest",
+            "name": "req"
+          },
+          {
+            "type": "...gax.CallOption",
+            "name": "opts"
+          }
+        ],
+        "resultType": "*longrunningpb.Operation",
+        "client": {
+          "shortName": "ProductSearchClient",
+          "fullName": "google.cloud.vision.v1.ProductSearchClient"
+        },
+        "method": {
+          "shortName": "GetOperation",
+          "fullName": "google.longrunning.Operations.GetOperation",
+          "service": {
+            "shortName": "Operations",
+            "fullName": "google.longrunning.Operations"
+          }
+        }
+      },
+      "origin": "API_DEFINITION",
+      "segments": [
+        {
+          "start": 18,
+          "end": 53,
+          "type": "FULL"
+        }
+      ]
+    },
     {
       "regionTag": "vision_v1_generated_ProductSearch_GetProduct_sync",
       "title": "vision GetProduct Sample",
@@ -654,7 +746,7 @@
     {
       "regionTag": "vision_v1_generated_ProductSearch_ImportProductSets_sync",
       "title": "vision ImportProductSets Sample",
-      "description": "ImportProductSets asynchronous API that imports a list of reference images to specified\nproduct sets based on a list of image information.\n\nThe [google.longrunning.Operation][google.longrunning.Operation] API can be used to keep track of the\nprogress and results of the request.\n`Operation.metadata` contains `BatchOperationMetadata`. (progress)\n`Operation.response` contains `ImportProductSetsResponse`. (results)\n\nThe input source of this method is a csv file on Google Cloud Storage.\nFor the format of the csv file please see\n[ImportProductSetsGcsSource.csv_file_uri][google.cloud.vision.v1.ImportProductSetsGcsSource.csv_file_uri].",
+      "description": "ImportProductSets asynchronous API that imports a list of reference images to specified\nproduct sets based on a list of image information.\n\nThe [google.longrunning.Operation][google.longrunning.Operation] API can be\nused to keep track of the progress and results of the request.\n`Operation.metadata` contains `BatchOperationMetadata`. (progress)\n`Operation.response` contains `ImportProductSetsResponse`. (results)\n\nThe input source of this method is a csv file on Google Cloud Storage.\nFor the format of the csv file please see\n[ImportProductSetsGcsSource.csv_file_uri][google.cloud.vision.v1.ImportProductSetsGcsSource.csv_file_uri].",
       "file": "ProductSearchClient/ImportProductSets/main.go",
       "language": "GO",
       "clientMethod": {
@@ -884,7 +976,7 @@
     {
       "regionTag": "vision_v1_generated_ProductSearch_PurgeProducts_sync",
       "title": "vision PurgeProducts Sample",
-      "description": "PurgeProducts asynchronous API to delete all Products in a ProductSet or all Products\nthat are in no ProductSet.\n\nIf a Product is a member of the specified ProductSet in addition to other\nProductSets, the Product will still be deleted.\n\nIt is recommended to not delete the specified ProductSet until after this\noperation has completed. It is also recommended to not add any of the\nProducts involved in the batch delete to a new ProductSet while this\noperation is running because those Products may still end up deleted.\n\nIt's not possible to undo the PurgeProducts operation. Therefore, it is\nrecommended to keep the csv files used in ImportProductSets (if that was\nhow you originally built the Product Set) before starting PurgeProducts, in\ncase you need to re-import the data after deletion.\n\nIf the plan is to purge all of the Products from a ProductSet and then\nre-use the empty ProductSet to re-import new Products into the empty\nProductSet, you must wait until the PurgeProducts operation has finished\nfor that ProductSet.\n\nThe [google.longrunning.Operation][google.longrunning.Operation] API can be used to keep track of the\nprogress and results of the request.\n`Operation.metadata` contains `BatchOperationMetadata`. (progress)",
+      "description": "PurgeProducts asynchronous API to delete all Products in a ProductSet or all Products\nthat are in no ProductSet.\n\nIf a Product is a member of the specified ProductSet in addition to other\nProductSets, the Product will still be deleted.\n\nIt is recommended to not delete the specified ProductSet until after this\noperation has completed. It is also recommended to not add any of the\nProducts involved in the batch delete to a new ProductSet while this\noperation is running because those Products may still end up deleted.\n\nIt's not possible to undo the PurgeProducts operation. Therefore, it is\nrecommended to keep the csv files used in ImportProductSets (if that was\nhow you originally built the Product Set) before starting PurgeProducts, in\ncase you need to re-import the data after deletion.\n\nIf the plan is to purge all of the Products from a ProductSet and then\nre-use the empty ProductSet to re-import new Products into the empty\nProductSet, you must wait until the PurgeProducts operation has finished\nfor that ProductSet.\n\nThe [google.longrunning.Operation][google.longrunning.Operation] API can be\nused to keep track of the progress and results of the request.\n`Operation.metadata` contains `BatchOperationMetadata`. (progress)",
       "file": "ProductSearchClient/PurgeProducts/main.go",
       "language": "GO",
       "clientMethod": {
diff --git a/vision/apiv1/gapic_metadata.json b/vision/apiv1/gapic_metadata.json
index acd87d5edf0b..6b766106106a 100644
--- a/vision/apiv1/gapic_metadata.json
+++ b/vision/apiv1/gapic_metadata.json
@@ -29,6 +29,11 @@
               "methods": [
                 "BatchAnnotateImages"
               ]
+            },
+            "GetOperation": {
+              "methods": [
+                "GetOperation"
+              ]
             }
           }
         },
@@ -54,6 +59,11 @@
               "methods": [
                 "BatchAnnotateImages"
               ]
+            },
+            "GetOperation": {
+              "methods": [
+                "GetOperation"
+              ]
             }
           }
         }
@@ -99,6 +109,11 @@
                 "DeleteReferenceImage"
               ]
             },
+            "GetOperation": {
+              "methods": [
+                "GetOperation"
+              ]
+            },
             "GetProduct": {
               "methods": [
                 "GetProduct"
@@ -199,6 +214,11 @@
                 "DeleteReferenceImage"
               ]
             },
+            "GetOperation": {
+              "methods": [
+                "GetOperation"
+              ]
+            },
             "GetProduct": {
               "methods": [
                 "GetProduct"
diff --git a/vision/apiv1/image_annotator_client.go b/vision/apiv1/image_annotator_client.go
index 7c0641c75e07..2d06cd836455 100755
--- a/vision/apiv1/image_annotator_client.go
+++ b/vision/apiv1/image_annotator_client.go
@@ -49,6 +49,7 @@ type ImageAnnotatorCallOptions struct {
 	BatchAnnotateFiles       []gax.CallOption
 	AsyncBatchAnnotateImages []gax.CallOption
 	AsyncBatchAnnotateFiles  []gax.CallOption
+	GetOperation             []gax.CallOption
 }
 
 func defaultImageAnnotatorGRPCClientOptions() []option.ClientOption {
@@ -119,6 +120,7 @@ func defaultImageAnnotatorCallOptions() *ImageAnnotatorCallOptions {
 				})
 			}),
 		},
+		GetOperation: []gax.CallOption{},
 	}
 }
 
@@ -172,6 +174,7 @@ func defaultImageAnnotatorRESTCallOptions() *ImageAnnotatorCallOptions {
 					http.StatusServiceUnavailable)
 			}),
 		},
+		GetOperation: []gax.CallOption{},
 	}
 }
 
@@ -186,6 +189,7 @@ type internalImageAnnotatorClient interface {
 	AsyncBatchAnnotateImagesOperation(name string) *AsyncBatchAnnotateImagesOperation
 	AsyncBatchAnnotateFiles(context.Context, *visionpb.AsyncBatchAnnotateFilesRequest, ...gax.CallOption) (*AsyncBatchAnnotateFilesOperation, error)
 	AsyncBatchAnnotateFilesOperation(name string) *AsyncBatchAnnotateFilesOperation
+	GetOperation(context.Context, *longrunningpb.GetOperationRequest, ...gax.CallOption) (*longrunningpb.Operation, error)
 }
 
 // ImageAnnotatorClient is a client for interacting with Cloud Vision API.
@@ -281,6 +285,11 @@ func (c *ImageAnnotatorClient) AsyncBatchAnnotateFilesOperation(name string) *As
 	return c.internalClient.AsyncBatchAnnotateFilesOperation(name)
 }
 
+// GetOperation is a utility method from google.longrunning.Operations.
+func (c *ImageAnnotatorClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
+	return c.internalClient.GetOperation(ctx, req, opts...)
+}
+
 // imageAnnotatorGRPCClient is a client for interacting with Cloud Vision API over gRPC transport.
 //
 // Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
@@ -299,6 +308,8 @@ type imageAnnotatorGRPCClient struct {
 	// Users should not Close this client.
 	LROClient **lroauto.OperationsClient
 
+	operationsClient longrunningpb.OperationsClient
+
 	// The x-goog-* metadata to be sent with each request.
 	xGoogHeaders []string
 }
@@ -329,6 +340,7 @@ func NewImageAnnotatorClient(ctx context.Context, opts ...option.ClientOption) (
 		connPool:             connPool,
 		imageAnnotatorClient: visionpb.NewImageAnnotatorClient(connPool),
 		CallOptions:          &client.CallOptions,
+		operationsClient:     longrunningpb.NewOperationsClient(connPool),
 	}
 	c.setGoogleClientInfo()
 
@@ -534,6 +546,24 @@ func (c *imageAnnotatorGRPCClient) AsyncBatchAnnotateFiles(ctx context.Context,
 	}, nil
 }
 
+func (c *imageAnnotatorGRPCClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
+	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))}
+
+	hds = append(c.xGoogHeaders, hds...)
+	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	opts = append((*c.CallOptions).GetOperation[0:len((*c.CallOptions).GetOperation):len((*c.CallOptions).GetOperation)], opts...)
+	var resp *longrunningpb.Operation
+	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
+		var err error
+		resp, err = c.operationsClient.GetOperation(ctx, req, settings.GRPC...)
+		return err
+	}, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return resp, nil
+}
+
 // BatchAnnotateImages run image detection and annotation for a batch of images.
 func (c *imageAnnotatorRESTClient) BatchAnnotateImages(ctx context.Context, req *visionpb.BatchAnnotateImagesRequest, opts ...gax.CallOption) (*visionpb.BatchAnnotateImagesResponse, error) {
 	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
@@ -825,6 +855,66 @@ func (c *imageAnnotatorRESTClient) AsyncBatchAnnotateFiles(ctx context.Context,
 	}, nil
 }
 
+// GetOperation is a utility method from google.longrunning.Operations.
+func (c *imageAnnotatorRESTClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
+	baseUrl, err := url.Parse(c.endpoint)
+	if err != nil {
+		return nil, err
+	}
+	baseUrl.Path += fmt.Sprintf("/v1/%v", req.GetName())
+
+	params := url.Values{}
+	params.Add("$alt", "json;enum-encoding=int")
+
+	baseUrl.RawQuery = params.Encode()
+
+	// Build HTTP headers from client and context metadata.
+	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))}
+
+	hds = append(c.xGoogHeaders, hds...)
+	hds = append(hds, "Content-Type", "application/json")
+	headers := gax.BuildHeaders(ctx, hds...)
+	opts = append((*c.CallOptions).GetOperation[0:len((*c.CallOptions).GetOperation):len((*c.CallOptions).GetOperation)], opts...)
+	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
+	resp := &longrunningpb.Operation{}
+	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
+		if settings.Path != "" {
+			baseUrl.Path = settings.Path
+		}
+		httpReq, err := http.NewRequest("GET", baseUrl.String(), nil)
+		if err != nil {
+			return err
+		}
+		httpReq = httpReq.WithContext(ctx)
+		httpReq.Header = headers
+
+		httpRsp, err := c.httpClient.Do(httpReq)
+		if err != nil {
+			return err
+		}
+		defer httpRsp.Body.Close()
+
+		if err = googleapi.CheckResponse(httpRsp); err != nil {
+			return err
+		}
+
+		buf, err := io.ReadAll(httpRsp.Body)
+		if err != nil {
+			return err
+		}
+
+		if err := unm.Unmarshal(buf, resp); err != nil {
+			return err
+		}
+
+		return nil
+	}, opts...)
+	if e != nil {
+		return nil, e
+	}
+	return resp, nil
+}
+
 // AsyncBatchAnnotateFilesOperation returns a new AsyncBatchAnnotateFilesOperation from a given name.
 // The name must be that of a previously created AsyncBatchAnnotateFilesOperation, possibly from a different process.
 func (c *imageAnnotatorGRPCClient) AsyncBatchAnnotateFilesOperation(name string) *AsyncBatchAnnotateFilesOperation {
diff --git a/vision/apiv1/image_annotator_client_example_test.go b/vision/apiv1/image_annotator_client_example_test.go
index ce5b637655df..f6df5be4697d 100644
--- a/vision/apiv1/image_annotator_client_example_test.go
+++ b/vision/apiv1/image_annotator_client_example_test.go
@@ -19,6 +19,7 @@ package vision_test
 import (
 	"context"
 
+	longrunningpb "cloud.google.com/go/longrunning/autogen/longrunningpb"
 	vision "cloud.google.com/go/vision/v2/apiv1"
 	visionpb "cloud.google.com/go/vision/v2/apiv1/visionpb"
 )
@@ -166,3 +167,28 @@ func ExampleImageAnnotatorClient_BatchAnnotateImages() {
 	// TODO: Use resp.
 	_ = resp
 }
+
+func ExampleImageAnnotatorClient_GetOperation() {
+	ctx := context.Background()
+	// This snippet has been automatically generated and should be regarded as a code template only.
+	// It will require modifications to work:
+	// - It may require correct/in-range values for request initialization.
+	// - It may require specifying regional endpoints when creating the service client as shown in:
+	//   https://pkg.go.dev/cloud.google.com/go#hdr-Client_Options
+	c, err := vision.NewImageAnnotatorClient(ctx)
+	if err != nil {
+		// TODO: Handle error.
+	}
+	defer c.Close()
+
+	req := &longrunningpb.GetOperationRequest{
+		// TODO: Fill request struct fields.
+		// See https://pkg.go.dev/cloud.google.com/go/longrunning/autogen/longrunningpb#GetOperationRequest.
+	}
+	resp, err := c.GetOperation(ctx, req)
+	if err != nil {
+		// TODO: Handle error.
+	}
+	// TODO: Use resp.
+	_ = resp
+}
diff --git a/vision/apiv1/product_search_client.go b/vision/apiv1/product_search_client.go
index 082a3b745fd2..1d44daab30bd 100755
--- a/vision/apiv1/product_search_client.go
+++ b/vision/apiv1/product_search_client.go
@@ -66,6 +66,7 @@ type ProductSearchCallOptions struct {
 	ListProductsInProductSet    []gax.CallOption
 	ImportProductSets           []gax.CallOption
 	PurgeProducts               []gax.CallOption
+	GetOperation                []gax.CallOption
 }
 
 func defaultProductSearchGRPCClientOptions() []option.ClientOption {
@@ -316,6 +317,7 @@ func defaultProductSearchCallOptions() *ProductSearchCallOptions {
 				})
 			}),
 		},
+		GetOperation: []gax.CallOption{},
 	}
 }
 
@@ -504,6 +506,7 @@ func defaultProductSearchRESTCallOptions() *ProductSearchCallOptions {
 		PurgeProducts: []gax.CallOption{
 			gax.WithTimeout(600000 * time.Millisecond),
 		},
+		GetOperation: []gax.CallOption{},
 	}
 }
 
@@ -533,6 +536,7 @@ type internalProductSearchClient interface {
 	ImportProductSetsOperation(name string) *ImportProductSetsOperation
 	PurgeProducts(context.Context, *visionpb.PurgeProductsRequest, ...gax.CallOption) (*PurgeProductsOperation, error)
 	PurgeProductsOperation(name string) *PurgeProductsOperation
+	GetOperation(context.Context, *longrunningpb.GetOperationRequest, ...gax.CallOption) (*longrunningpb.Operation, error)
 }
 
 // ProductSearchClient is a client for interacting with Cloud Vision API.
@@ -541,16 +545,18 @@ type internalProductSearchClient interface {
 // Manages Products and ProductSets of reference images for use in product
 // search. It uses the following resource model:
 //
-//	The API has a collection of ProductSet resources, named
-//	projects/*/locations/*/productSets/*, which acts as a way to put different
-//	products into groups to limit identification.
+//	The API has a collection of ProductSet
+//	resources, named projects/*/locations/*/productSets/*, which acts as a way
+//	to put different products into groups to limit identification.
 //
 // In parallel,
 //
-//	The API has a collection of Product resources, named
+//	The API has a collection of Product
+//	resources, named
 //	projects/*/locations/*/products/*
 //
-//	Each Product has a collection of ReferenceImage resources, named
+//	Each Product has a collection of
+//	ReferenceImage resources, named
 //	projects/*/locations/*/products/*/referenceImages/*
 type ProductSearchClient struct {
 	// The internal transport-dependent client.
@@ -790,8 +796,8 @@ func (c *ProductSearchClient) ListProductsInProductSet(ctx context.Context, req
 // ImportProductSets asynchronous API that imports a list of reference images to specified
 // product sets based on a list of image information.
 //
-// The google.longrunning.Operation API can be used to keep track of the
-// progress and results of the request.
+// The google.longrunning.Operation API can be
+// used to keep track of the progress and results of the request.
 // Operation.metadata contains BatchOperationMetadata. (progress)
 // Operation.response contains ImportProductSetsResponse. (results)
 //
@@ -829,8 +835,8 @@ func (c *ProductSearchClient) ImportProductSetsOperation(name string) *ImportPro
 // ProductSet, you must wait until the PurgeProducts operation has finished
 // for that ProductSet.
 //
-// The google.longrunning.Operation API can be used to keep track of the
-// progress and results of the request.
+// The google.longrunning.Operation API can be
+// used to keep track of the progress and results of the request.
 // Operation.metadata contains BatchOperationMetadata. (progress)
 func (c *ProductSearchClient) PurgeProducts(ctx context.Context, req *visionpb.PurgeProductsRequest, opts ...gax.CallOption) (*PurgeProductsOperation, error) {
 	return c.internalClient.PurgeProducts(ctx, req, opts...)
@@ -842,6 +848,11 @@ func (c *ProductSearchClient) PurgeProductsOperation(name string) *PurgeProducts
 	return c.internalClient.PurgeProductsOperation(name)
 }
 
+// GetOperation is a utility method from google.longrunning.Operations.
+func (c *ProductSearchClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
+	return c.internalClient.GetOperation(ctx, req, opts...)
+}
+
 // productSearchGRPCClient is a client for interacting with Cloud Vision API over gRPC transport.
 //
 // Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
@@ -860,6 +871,8 @@ type productSearchGRPCClient struct {
 	// Users should not Close this client.
 	LROClient **lroauto.OperationsClient
 
+	operationsClient longrunningpb.OperationsClient
+
 	// The x-goog-* metadata to be sent with each request.
 	xGoogHeaders []string
 }
@@ -870,16 +883,18 @@ type productSearchGRPCClient struct {
 // Manages Products and ProductSets of reference images for use in product
 // search. It uses the following resource model:
 //
-//	The API has a collection of ProductSet resources, named
-//	projects/*/locations/*/productSets/*, which acts as a way to put different
-//	products into groups to limit identification.
+//	The API has a collection of ProductSet
+//	resources, named projects/*/locations/*/productSets/*, which acts as a way
+//	to put different products into groups to limit identification.
 //
 // In parallel,
 //
-//	The API has a collection of Product resources, named
+//	The API has a collection of Product
+//	resources, named
 //	projects/*/locations/*/products/*
 //
-//	Each Product has a collection of ReferenceImage resources, named
+//	Each Product has a collection of
+//	ReferenceImage resources, named
 //	projects/*/locations/*/products/*/referenceImages/*
 func NewProductSearchClient(ctx context.Context, opts ...option.ClientOption) (*ProductSearchClient, error) {
 	clientOpts := defaultProductSearchGRPCClientOptions()
@@ -901,6 +916,7 @@ func NewProductSearchClient(ctx context.Context, opts ...option.ClientOption) (*
 		connPool:            connPool,
 		productSearchClient: visionpb.NewProductSearchClient(connPool),
 		CallOptions:         &client.CallOptions,
+		operationsClient:    longrunningpb.NewOperationsClient(connPool),
 	}
 	c.setGoogleClientInfo()
 
@@ -968,16 +984,18 @@ type productSearchRESTClient struct {
 // Manages Products and ProductSets of reference images for use in product
 // search. It uses the following resource model:
 //
-//	The API has a collection of ProductSet resources, named
-//	projects/*/locations/*/productSets/*, which acts as a way to put different
-//	products into groups to limit identification.
+//	The API has a collection of ProductSet
+//	resources, named projects/*/locations/*/productSets/*, which acts as a way
+//	to put different products into groups to limit identification.
 //
 // In parallel,
 //
-//	The API has a collection of Product resources, named
+//	The API has a collection of Product
+//	resources, named
 //	projects/*/locations/*/products/*
 //
-//	Each Product has a collection of ReferenceImage resources, named
+//	Each Product has a collection of
+//	ReferenceImage resources, named
 //	projects/*/locations/*/products/*/referenceImages/*
 func NewProductSearchRESTClient(ctx context.Context, opts ...option.ClientOption) (*ProductSearchClient, error) {
 	clientOpts := append(defaultProductSearchRESTClientOptions(), opts...)
@@ -1479,6 +1497,24 @@ func (c *productSearchGRPCClient) PurgeProducts(ctx context.Context, req *vision
 	}, nil
 }
 
+func (c *productSearchGRPCClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
+	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))}
+
+	hds = append(c.xGoogHeaders, hds...)
+	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	opts = append((*c.CallOptions).GetOperation[0:len((*c.CallOptions).GetOperation):len((*c.CallOptions).GetOperation)], opts...)
+	var resp *longrunningpb.Operation
+	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
+		var err error
+		resp, err = c.operationsClient.GetOperation(ctx, req, settings.GRPC...)
+		return err
+	}, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return resp, nil
+}
+
 // CreateProductSet creates and returns a new ProductSet resource.
 //
 // Possible errors:
@@ -2712,8 +2748,8 @@ func (c *productSearchRESTClient) ListProductsInProductSet(ctx context.Context,
 // ImportProductSets asynchronous API that imports a list of reference images to specified
 // product sets based on a list of image information.
 //
-// The google.longrunning.Operation API can be used to keep track of the
-// progress and results of the request.
+// The google.longrunning.Operation API can be
+// used to keep track of the progress and results of the request.
 // Operation.metadata contains BatchOperationMetadata. (progress)
 // Operation.response contains ImportProductSetsResponse. (results)
 //
@@ -2810,8 +2846,8 @@ func (c *productSearchRESTClient) ImportProductSets(ctx context.Context, req *vi
 // ProductSet, you must wait until the PurgeProducts operation has finished
 // for that ProductSet.
 //
-// The google.longrunning.Operation API can be used to keep track of the
-// progress and results of the request.
+// The google.longrunning.Operation API can be
+// used to keep track of the progress and results of the request.
 // Operation.metadata contains BatchOperationMetadata. (progress)
 func (c *productSearchRESTClient) PurgeProducts(ctx context.Context, req *visionpb.PurgeProductsRequest, opts ...gax.CallOption) (*PurgeProductsOperation, error) {
 	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
@@ -2882,6 +2918,66 @@ func (c *productSearchRESTClient) PurgeProducts(ctx context.Context, req *vision
 	}, nil
 }
 
+// GetOperation is a utility method from google.longrunning.Operations.
+func (c *productSearchRESTClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
+	baseUrl, err := url.Parse(c.endpoint)
+	if err != nil {
+		return nil, err
+	}
+	baseUrl.Path += fmt.Sprintf("/v1/%v", req.GetName())
+
+	params := url.Values{}
+	params.Add("$alt", "json;enum-encoding=int")
+
+	baseUrl.RawQuery = params.Encode()
+
+	// Build HTTP headers from client and context metadata.
+	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))}
+
+	hds = append(c.xGoogHeaders, hds...)
+	hds = append(hds, "Content-Type", "application/json")
+	headers := gax.BuildHeaders(ctx, hds...)
+	opts = append((*c.CallOptions).GetOperation[0:len((*c.CallOptions).GetOperation):len((*c.CallOptions).GetOperation)], opts...)
+	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
+	resp := &longrunningpb.Operation{}
+	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
+		if settings.Path != "" {
+			baseUrl.Path = settings.Path
+		}
+		httpReq, err := http.NewRequest("GET", baseUrl.String(), nil)
+		if err != nil {
+			return err
+		}
+		httpReq = httpReq.WithContext(ctx)
+		httpReq.Header = headers
+
+		httpRsp, err := c.httpClient.Do(httpReq)
+		if err != nil {
+			return err
+		}
+		defer httpRsp.Body.Close()
+
+		if err = googleapi.CheckResponse(httpRsp); err != nil {
+			return err
+		}
+
+		buf, err := io.ReadAll(httpRsp.Body)
+		if err != nil {
+			return err
+		}
+
+		if err := unm.Unmarshal(buf, resp); err != nil {
+			return err
+		}
+
+		return nil
+	}, opts...)
+	if e != nil {
+		return nil, e
+	}
+	return resp, nil
+}
+
 // ImportProductSetsOperation returns a new ImportProductSetsOperation from a given name.
 // The name must be that of a previously created ImportProductSetsOperation, possibly from a different process.
 func (c *productSearchGRPCClient) ImportProductSetsOperation(name string) *ImportProductSetsOperation {
diff --git a/vision/apiv1/product_search_client_example_test.go b/vision/apiv1/product_search_client_example_test.go
index 42e75f35307e..3c3d1767c7d0 100644
--- a/vision/apiv1/product_search_client_example_test.go
+++ b/vision/apiv1/product_search_client_example_test.go
@@ -19,6 +19,7 @@ package vision_test
 import (
 	"context"
 
+	longrunningpb "cloud.google.com/go/longrunning/autogen/longrunningpb"
 	vision "cloud.google.com/go/vision/v2/apiv1"
 	visionpb "cloud.google.com/go/vision/v2/apiv1/visionpb"
 	"google.golang.org/api/iterator"
@@ -554,3 +555,28 @@ func ExampleProductSearchClient_UpdateProductSet() {
 	// TODO: Use resp.
 	_ = resp
 }
+
+func ExampleProductSearchClient_GetOperation() {
+	ctx := context.Background()
+	// This snippet has been automatically generated and should be regarded as a code template only.
+	// It will require modifications to work:
+	// - It may require correct/in-range values for request initialization.
+	// - It may require specifying regional endpoints when creating the service client as shown in:
+	//   https://pkg.go.dev/cloud.google.com/go#hdr-Client_Options
+	c, err := vision.NewProductSearchClient(ctx)
+	if err != nil {
+		// TODO: Handle error.
+	}
+	defer c.Close()
+
+	req := &longrunningpb.GetOperationRequest{
+		// TODO: Fill request struct fields.
+		// See https://pkg.go.dev/cloud.google.com/go/longrunning/autogen/longrunningpb#GetOperationRequest.
+	}
+	resp, err := c.GetOperation(ctx, req)
+	if err != nil {
+		// TODO: Handle error.
+	}
+	// TODO: Use resp.
+	_ = resp
+}
diff --git a/vision/apiv1/visionpb/geometry.pb.go b/vision/apiv1/visionpb/geometry.pb.go
index a39c92d87832..6db25684a175 100755
--- a/vision/apiv1/visionpb/geometry.pb.go
+++ b/vision/apiv1/visionpb/geometry.pb.go
@@ -1,4 +1,4 @@
-// Copyright 2022 Google LLC
+// Copyright 2023 Google LLC
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
diff --git a/vision/apiv1/visionpb/image_annotator.pb.go b/vision/apiv1/visionpb/image_annotator.pb.go
index 0f755e8c7b5e..cf8e4f60c1a8 100755
--- a/vision/apiv1/visionpb/image_annotator.pb.go
+++ b/vision/apiv1/visionpb/image_annotator.pb.go
@@ -1,4 +1,4 @@
-// Copyright 2022 Google LLC
+// Copyright 2023 Google LLC
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
@@ -1232,7 +1232,9 @@ type SafeSearchAnnotation struct {
 	Spoof Likelihood `protobuf:"varint,2,opt,name=spoof,proto3,enum=google.cloud.vision.v1.Likelihood" json:"spoof,omitempty"`
 	// Likelihood that this is a medical image.
 	Medical Likelihood `protobuf:"varint,3,opt,name=medical,proto3,enum=google.cloud.vision.v1.Likelihood" json:"medical,omitempty"`
-	// Likelihood that this image contains violent content.
+	// Likelihood that this image contains violent content. Violent content may
+	// include death, serious harm, or injury to individuals or groups of
+	// individuals.
 	Violence Likelihood `protobuf:"varint,4,opt,name=violence,proto3,enum=google.cloud.vision.v1.Likelihood" json:"violence,omitempty"`
 	// Likelihood that the request image contains racy content. Racy content may
 	// include (but is not limited to) skimpy or sheer clothing, strategically
@@ -1711,7 +1713,9 @@ type WebDetectionParams struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	// Whether to include results derived from the geo information in the image.
+	// This field has no effect on results.
+	//
+	// Deprecated: Marked as deprecated in google/cloud/vision/v1/image_annotator.proto.
 	IncludeGeoResults bool `protobuf:"varint,2,opt,name=include_geo_results,json=includeGeoResults,proto3" json:"include_geo_results,omitempty"`
 }
 
@@ -1747,6 +1751,7 @@ func (*WebDetectionParams) Descriptor() ([]byte, []int) {
 	return file_google_cloud_vision_v1_image_annotator_proto_rawDescGZIP(), []int{16}
 }
 
+// Deprecated: Marked as deprecated in google/cloud/vision/v1/image_annotator.proto.
 func (x *WebDetectionParams) GetIncludeGeoResults() bool {
 	if x != nil {
 		return x.IncludeGeoResults
@@ -1765,7 +1770,13 @@ type TextDetectionParams struct {
 	// DOCUMENT_TEXT_DETECTION result. Set the flag to true to include confidence
 	// score for TEXT_DETECTION as well.
 	EnableTextDetectionConfidenceScore bool `protobuf:"varint,9,opt,name=enable_text_detection_confidence_score,json=enableTextDetectionConfidenceScore,proto3" json:"enable_text_detection_confidence_score,omitempty"`
-	// A list of advanced OCR options to fine-tune OCR behavior.
+	// A list of advanced OCR options to further fine-tune OCR behavior.
+	// Current valid values are:
+	//
+	// - `legacy_layout`: a heuristics layout detection algorithm, which serves as
+	// an alternative to the current ML-based layout detection algorithm.
+	// Customers can choose the best suitable layout algorithm based on their
+	// situation.
 	AdvancedOcrOptions []string `protobuf:"bytes,11,rep,name=advanced_ocr_options,json=advancedOcrOptions,proto3" json:"advanced_ocr_options,omitempty"`
 }
 
@@ -2239,6 +2250,13 @@ type BatchAnnotateImagesRequest struct {
 	//
 	// Example: `projects/project-A/locations/eu`.
 	Parent string `protobuf:"bytes,4,opt,name=parent,proto3" json:"parent,omitempty"`
+	// Optional. The labels with user-defined metadata for the request.
+	//
+	// Label keys and values can be no longer than 63 characters
+	// (Unicode codepoints), can only contain lowercase letters, numeric
+	// characters, underscores and dashes. International characters are allowed.
+	// Label values are optional. Label keys must start with a letter.
+	Labels map[string]string `protobuf:"bytes,5,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
 }
 
 func (x *BatchAnnotateImagesRequest) Reset() {
@@ -2287,6 +2305,13 @@ func (x *BatchAnnotateImagesRequest) GetParent() string {
 	return ""
 }
 
+func (x *BatchAnnotateImagesRequest) GetLabels() map[string]string {
+	if x != nil {
+		return x.Labels
+	}
+	return nil
+}
+
 // Response to a batch image annotation request.
 type BatchAnnotateImagesResponse struct {
 	state         protoimpl.MessageState
@@ -2510,8 +2535,8 @@ type BatchAnnotateFilesRequest struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	// Required. The list of file annotation requests. Right now we support only one
-	// AnnotateFileRequest in BatchAnnotateFilesRequest.
+	// Required. The list of file annotation requests. Right now we support only
+	// one AnnotateFileRequest in BatchAnnotateFilesRequest.
 	Requests []*AnnotateFileRequest `protobuf:"bytes,1,rep,name=requests,proto3" json:"requests,omitempty"`
 	// Optional. Target project and location to make a call.
 	//
@@ -2527,6 +2552,13 @@ type BatchAnnotateFilesRequest struct {
 	//
 	// Example: `projects/project-A/locations/eu`.
 	Parent string `protobuf:"bytes,3,opt,name=parent,proto3" json:"parent,omitempty"`
+	// Optional. The labels with user-defined metadata for the request.
+	//
+	// Label keys and values can be no longer than 63 characters
+	// (Unicode codepoints), can only contain lowercase letters, numeric
+	// characters, underscores and dashes. International characters are allowed.
+	// Label values are optional. Label keys must start with a letter.
+	Labels map[string]string `protobuf:"bytes,5,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
 }
 
 func (x *BatchAnnotateFilesRequest) Reset() {
@@ -2575,6 +2607,13 @@ func (x *BatchAnnotateFilesRequest) GetParent() string {
 	return ""
 }
 
+func (x *BatchAnnotateFilesRequest) GetLabels() map[string]string {
+	if x != nil {
+		return x.Labels
+	}
+	return nil
+}
+
 // A list of file annotation responses.
 type BatchAnnotateFilesResponse struct {
 	state         protoimpl.MessageState
@@ -2774,6 +2813,13 @@ type AsyncBatchAnnotateImagesRequest struct {
 	//
 	// Example: `projects/project-A/locations/eu`.
 	Parent string `protobuf:"bytes,4,opt,name=parent,proto3" json:"parent,omitempty"`
+	// Optional. The labels with user-defined metadata for the request.
+	//
+	// Label keys and values can be no longer than 63 characters
+	// (Unicode codepoints), can only contain lowercase letters, numeric
+	// characters, underscores and dashes. International characters are allowed.
+	// Label values are optional. Label keys must start with a letter.
+	Labels map[string]string `protobuf:"bytes,5,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
 }
 
 func (x *AsyncBatchAnnotateImagesRequest) Reset() {
@@ -2829,6 +2875,13 @@ func (x *AsyncBatchAnnotateImagesRequest) GetParent() string {
 	return ""
 }
 
+func (x *AsyncBatchAnnotateImagesRequest) GetLabels() map[string]string {
+	if x != nil {
+		return x.Labels
+	}
+	return nil
+}
+
 // Response to an async batch image annotation request.
 type AsyncBatchAnnotateImagesResponse struct {
 	state         protoimpl.MessageState
@@ -2901,6 +2954,13 @@ type AsyncBatchAnnotateFilesRequest struct {
 	//
 	// Example: `projects/project-A/locations/eu`.
 	Parent string `protobuf:"bytes,4,opt,name=parent,proto3" json:"parent,omitempty"`
+	// Optional. The labels with user-defined metadata for the request.
+	//
+	// Label keys and values can be no longer than 63 characters
+	// (Unicode codepoints), can only contain lowercase letters, numeric
+	// characters, underscores and dashes. International characters are allowed.
+	// Label values are optional. Label keys must start with a letter.
+	Labels map[string]string `protobuf:"bytes,5,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
 }
 
 func (x *AsyncBatchAnnotateFilesRequest) Reset() {
@@ -2949,6 +3009,13 @@ func (x *AsyncBatchAnnotateFilesRequest) GetParent() string {
 	return ""
 }
 
+func (x *AsyncBatchAnnotateFilesRequest) GetLabels() map[string]string {
+	if x != nil {
+		return x.Labels
+	}
+	return nil
+}
+
 // Response to an async batch file annotation request.
 type AsyncBatchAnnotateFilesResponse struct {
 	state         protoimpl.MessageState
@@ -3697,257 +3764,286 @@ var file_google_cloud_vision_v1_image_annotator_proto_rawDesc = []byte{
 	0x69, 0x6e, 0x74, 0x73, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x73, 0x12, 0x23, 0x0a, 0x0d, 0x61, 0x73,
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 }
 
 var (
@@ -4120,7 +4226,7 @@ func file_google_cloud_vision_v1_image_annotator_proto_rawDescGZIP() []byte {
 }
 
 var file_google_cloud_vision_v1_image_annotator_proto_enumTypes = make([]protoimpl.EnumInfo, 4)
-var file_google_cloud_vision_v1_image_annotator_proto_msgTypes = make([]protoimpl.MessageInfo, 40)
+var file_google_cloud_vision_v1_image_annotator_proto_msgTypes = make([]protoimpl.MessageInfo, 44)
 var file_google_cloud_vision_v1_image_annotator_proto_goTypes = []interface{}{
 	(Likelihood)(0),                          // 0: google.cloud.vision.v1.Likelihood
 	(Feature_Type)(0),                        // 1: google.cloud.vision.v1.Feature.Type
@@ -4166,23 +4272,27 @@ var file_google_cloud_vision_v1_image_annotator_proto_goTypes = []interface{}{
 	(*GcsDestination)(nil),                   // 41: google.cloud.vision.v1.GcsDestination
 	(*OperationMetadata)(nil),                // 42: google.cloud.vision.v1.OperationMetadata
 	(*FaceAnnotation_Landmark)(nil),          // 43: google.cloud.vision.v1.FaceAnnotation.Landmark
-	(*BoundingPoly)(nil),                     // 44: google.cloud.vision.v1.BoundingPoly
-	(*latlng.LatLng)(nil),                    // 45: google.type.LatLng
-	(*color.Color)(nil),                      // 46: google.type.Color
-	(*ProductSearchParams)(nil),              // 47: google.cloud.vision.v1.ProductSearchParams
-	(*TextAnnotation)(nil),                   // 48: google.cloud.vision.v1.TextAnnotation
-	(*WebDetection)(nil),                     // 49: google.cloud.vision.v1.WebDetection
-	(*ProductSearchResults)(nil),             // 50: google.cloud.vision.v1.ProductSearchResults
-	(*status.Status)(nil),                    // 51: google.rpc.Status
-	(*timestamppb.Timestamp)(nil),            // 52: google.protobuf.Timestamp
-	(*Position)(nil),                         // 53: google.cloud.vision.v1.Position
-	(*longrunningpb.Operation)(nil),          // 54: google.longrunning.Operation
+	nil,                                      // 44: google.cloud.vision.v1.BatchAnnotateImagesRequest.LabelsEntry
+	nil,                                      // 45: google.cloud.vision.v1.BatchAnnotateFilesRequest.LabelsEntry
+	nil,                                      // 46: google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest.LabelsEntry
+	nil,                                      // 47: google.cloud.vision.v1.AsyncBatchAnnotateFilesRequest.LabelsEntry
+	(*BoundingPoly)(nil),                     // 48: google.cloud.vision.v1.BoundingPoly
+	(*latlng.LatLng)(nil),                    // 49: google.type.LatLng
+	(*color.Color)(nil),                      // 50: google.type.Color
+	(*ProductSearchParams)(nil),              // 51: google.cloud.vision.v1.ProductSearchParams
+	(*TextAnnotation)(nil),                   // 52: google.cloud.vision.v1.TextAnnotation
+	(*WebDetection)(nil),                     // 53: google.cloud.vision.v1.WebDetection
+	(*ProductSearchResults)(nil),             // 54: google.cloud.vision.v1.ProductSearchResults
+	(*status.Status)(nil),                    // 55: google.rpc.Status
+	(*timestamppb.Timestamp)(nil),            // 56: google.protobuf.Timestamp
+	(*Position)(nil),                         // 57: google.cloud.vision.v1.Position
+	(*longrunningpb.Operation)(nil),          // 58: google.longrunning.Operation
 }
 var file_google_cloud_vision_v1_image_annotator_proto_depIdxs = []int32{
 	1,  // 0: google.cloud.vision.v1.Feature.type:type_name -> google.cloud.vision.v1.Feature.Type
 	5,  // 1: google.cloud.vision.v1.Image.source:type_name -> google.cloud.vision.v1.ImageSource
-	44, // 2: google.cloud.vision.v1.FaceAnnotation.bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
-	44, // 3: google.cloud.vision.v1.FaceAnnotation.fd_bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
+	48, // 2: google.cloud.vision.v1.FaceAnnotation.bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
+	48, // 3: google.cloud.vision.v1.FaceAnnotation.fd_bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
 	43, // 4: google.cloud.vision.v1.FaceAnnotation.landmarks:type_name -> google.cloud.vision.v1.FaceAnnotation.Landmark
 	0,  // 5: google.cloud.vision.v1.FaceAnnotation.joy_likelihood:type_name -> google.cloud.vision.v1.Likelihood
 	0,  // 6: google.cloud.vision.v1.FaceAnnotation.sorrow_likelihood:type_name -> google.cloud.vision.v1.Likelihood
@@ -4191,26 +4301,26 @@ var file_google_cloud_vision_v1_image_annotator_proto_depIdxs = []int32{
 	0,  // 9: google.cloud.vision.v1.FaceAnnotation.under_exposed_likelihood:type_name -> google.cloud.vision.v1.Likelihood
 	0,  // 10: google.cloud.vision.v1.FaceAnnotation.blurred_likelihood:type_name -> google.cloud.vision.v1.Likelihood
 	0,  // 11: google.cloud.vision.v1.FaceAnnotation.headwear_likelihood:type_name -> google.cloud.vision.v1.Likelihood
-	45, // 12: google.cloud.vision.v1.LocationInfo.lat_lng:type_name -> google.type.LatLng
-	44, // 13: google.cloud.vision.v1.EntityAnnotation.bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
+	49, // 12: google.cloud.vision.v1.LocationInfo.lat_lng:type_name -> google.type.LatLng
+	48, // 13: google.cloud.vision.v1.EntityAnnotation.bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
 	8,  // 14: google.cloud.vision.v1.EntityAnnotation.locations:type_name -> google.cloud.vision.v1.LocationInfo
 	9,  // 15: google.cloud.vision.v1.EntityAnnotation.properties:type_name -> google.cloud.vision.v1.Property
-	44, // 16: google.cloud.vision.v1.LocalizedObjectAnnotation.bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
+	48, // 16: google.cloud.vision.v1.LocalizedObjectAnnotation.bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
 	0,  // 17: google.cloud.vision.v1.SafeSearchAnnotation.adult:type_name -> google.cloud.vision.v1.Likelihood
 	0,  // 18: google.cloud.vision.v1.SafeSearchAnnotation.spoof:type_name -> google.cloud.vision.v1.Likelihood
 	0,  // 19: google.cloud.vision.v1.SafeSearchAnnotation.medical:type_name -> google.cloud.vision.v1.Likelihood
 	0,  // 20: google.cloud.vision.v1.SafeSearchAnnotation.violence:type_name -> google.cloud.vision.v1.Likelihood
 	0,  // 21: google.cloud.vision.v1.SafeSearchAnnotation.racy:type_name -> google.cloud.vision.v1.Likelihood
-	45, // 22: google.cloud.vision.v1.LatLongRect.min_lat_lng:type_name -> google.type.LatLng
-	45, // 23: google.cloud.vision.v1.LatLongRect.max_lat_lng:type_name -> google.type.LatLng
-	46, // 24: google.cloud.vision.v1.ColorInfo.color:type_name -> google.type.Color
+	49, // 22: google.cloud.vision.v1.LatLongRect.min_lat_lng:type_name -> google.type.LatLng
+	49, // 23: google.cloud.vision.v1.LatLongRect.max_lat_lng:type_name -> google.type.LatLng
+	50, // 24: google.cloud.vision.v1.ColorInfo.color:type_name -> google.type.Color
 	14, // 25: google.cloud.vision.v1.DominantColorsAnnotation.colors:type_name -> google.cloud.vision.v1.ColorInfo
 	15, // 26: google.cloud.vision.v1.ImageProperties.dominant_colors:type_name -> google.cloud.vision.v1.DominantColorsAnnotation
-	44, // 27: google.cloud.vision.v1.CropHint.bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
+	48, // 27: google.cloud.vision.v1.CropHint.bounding_poly:type_name -> google.cloud.vision.v1.BoundingPoly
 	17, // 28: google.cloud.vision.v1.CropHintsAnnotation.crop_hints:type_name -> google.cloud.vision.v1.CropHint
 	13, // 29: google.cloud.vision.v1.ImageContext.lat_long_rect:type_name -> google.cloud.vision.v1.LatLongRect
 	19, // 30: google.cloud.vision.v1.ImageContext.crop_hints_params:type_name -> google.cloud.vision.v1.CropHintsParams
-	47, // 31: google.cloud.vision.v1.ImageContext.product_search_params:type_name -> google.cloud.vision.v1.ProductSearchParams
+	51, // 31: google.cloud.vision.v1.ImageContext.product_search_params:type_name -> google.cloud.vision.v1.ProductSearchParams
 	20, // 32: google.cloud.vision.v1.ImageContext.web_detection_params:type_name -> google.cloud.vision.v1.WebDetectionParams
 	21, // 33: google.cloud.vision.v1.ImageContext.text_detection_params:type_name -> google.cloud.vision.v1.TextDetectionParams
 	6,  // 34: google.cloud.vision.v1.AnnotateImageRequest.image:type_name -> google.cloud.vision.v1.Image
@@ -4222,54 +4332,58 @@ var file_google_cloud_vision_v1_image_annotator_proto_depIdxs = []int32{
 	10, // 40: google.cloud.vision.v1.AnnotateImageResponse.label_annotations:type_name -> google.cloud.vision.v1.EntityAnnotation
 	11, // 41: google.cloud.vision.v1.AnnotateImageResponse.localized_object_annotations:type_name -> google.cloud.vision.v1.LocalizedObjectAnnotation
 	10, // 42: google.cloud.vision.v1.AnnotateImageResponse.text_annotations:type_name -> google.cloud.vision.v1.EntityAnnotation
-	48, // 43: google.cloud.vision.v1.AnnotateImageResponse.full_text_annotation:type_name -> google.cloud.vision.v1.TextAnnotation
+	52, // 43: google.cloud.vision.v1.AnnotateImageResponse.full_text_annotation:type_name -> google.cloud.vision.v1.TextAnnotation
 	12, // 44: google.cloud.vision.v1.AnnotateImageResponse.safe_search_annotation:type_name -> google.cloud.vision.v1.SafeSearchAnnotation
 	16, // 45: google.cloud.vision.v1.AnnotateImageResponse.image_properties_annotation:type_name -> google.cloud.vision.v1.ImageProperties
 	18, // 46: google.cloud.vision.v1.AnnotateImageResponse.crop_hints_annotation:type_name -> google.cloud.vision.v1.CropHintsAnnotation
-	49, // 47: google.cloud.vision.v1.AnnotateImageResponse.web_detection:type_name -> google.cloud.vision.v1.WebDetection
-	50, // 48: google.cloud.vision.v1.AnnotateImageResponse.product_search_results:type_name -> google.cloud.vision.v1.ProductSearchResults
-	51, // 49: google.cloud.vision.v1.AnnotateImageResponse.error:type_name -> google.rpc.Status
+	53, // 47: google.cloud.vision.v1.AnnotateImageResponse.web_detection:type_name -> google.cloud.vision.v1.WebDetection
+	54, // 48: google.cloud.vision.v1.AnnotateImageResponse.product_search_results:type_name -> google.cloud.vision.v1.ProductSearchResults
+	55, // 49: google.cloud.vision.v1.AnnotateImageResponse.error:type_name -> google.rpc.Status
 	24, // 50: google.cloud.vision.v1.AnnotateImageResponse.context:type_name -> google.cloud.vision.v1.ImageAnnotationContext
 	23, // 51: google.cloud.vision.v1.BatchAnnotateImagesRequest.requests:type_name -> google.cloud.vision.v1.AnnotateImageRequest
-	25, // 52: google.cloud.vision.v1.BatchAnnotateImagesResponse.responses:type_name -> google.cloud.vision.v1.AnnotateImageResponse
-	38, // 53: google.cloud.vision.v1.AnnotateFileRequest.input_config:type_name -> google.cloud.vision.v1.InputConfig
-	4,  // 54: google.cloud.vision.v1.AnnotateFileRequest.features:type_name -> google.cloud.vision.v1.Feature
-	22, // 55: google.cloud.vision.v1.AnnotateFileRequest.image_context:type_name -> google.cloud.vision.v1.ImageContext
-	38, // 56: google.cloud.vision.v1.AnnotateFileResponse.input_config:type_name -> google.cloud.vision.v1.InputConfig
-	25, // 57: google.cloud.vision.v1.AnnotateFileResponse.responses:type_name -> google.cloud.vision.v1.AnnotateImageResponse
-	51, // 58: google.cloud.vision.v1.AnnotateFileResponse.error:type_name -> google.rpc.Status
-	28, // 59: google.cloud.vision.v1.BatchAnnotateFilesRequest.requests:type_name -> google.cloud.vision.v1.AnnotateFileRequest
-	29, // 60: google.cloud.vision.v1.BatchAnnotateFilesResponse.responses:type_name -> google.cloud.vision.v1.AnnotateFileResponse
-	38, // 61: google.cloud.vision.v1.AsyncAnnotateFileRequest.input_config:type_name -> google.cloud.vision.v1.InputConfig
-	4,  // 62: google.cloud.vision.v1.AsyncAnnotateFileRequest.features:type_name -> google.cloud.vision.v1.Feature
-	22, // 63: google.cloud.vision.v1.AsyncAnnotateFileRequest.image_context:type_name -> google.cloud.vision.v1.ImageContext
-	39, // 64: google.cloud.vision.v1.AsyncAnnotateFileRequest.output_config:type_name -> google.cloud.vision.v1.OutputConfig
-	39, // 65: google.cloud.vision.v1.AsyncAnnotateFileResponse.output_config:type_name -> google.cloud.vision.v1.OutputConfig
-	23, // 66: google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest.requests:type_name -> google.cloud.vision.v1.AnnotateImageRequest
-	39, // 67: google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest.output_config:type_name -> google.cloud.vision.v1.OutputConfig
-	39, // 68: google.cloud.vision.v1.AsyncBatchAnnotateImagesResponse.output_config:type_name -> google.cloud.vision.v1.OutputConfig
-	32, // 69: google.cloud.vision.v1.AsyncBatchAnnotateFilesRequest.requests:type_name -> google.cloud.vision.v1.AsyncAnnotateFileRequest
-	33, // 70: google.cloud.vision.v1.AsyncBatchAnnotateFilesResponse.responses:type_name -> google.cloud.vision.v1.AsyncAnnotateFileResponse
-	40, // 71: google.cloud.vision.v1.InputConfig.gcs_source:type_name -> google.cloud.vision.v1.GcsSource
-	41, // 72: google.cloud.vision.v1.OutputConfig.gcs_destination:type_name -> google.cloud.vision.v1.GcsDestination
-	3,  // 73: google.cloud.vision.v1.OperationMetadata.state:type_name -> google.cloud.vision.v1.OperationMetadata.State
-	52, // 74: google.cloud.vision.v1.OperationMetadata.create_time:type_name -> google.protobuf.Timestamp
-	52, // 75: google.cloud.vision.v1.OperationMetadata.update_time:type_name -> google.protobuf.Timestamp
-	2,  // 76: google.cloud.vision.v1.FaceAnnotation.Landmark.type:type_name -> google.cloud.vision.v1.FaceAnnotation.Landmark.Type
-	53, // 77: google.cloud.vision.v1.FaceAnnotation.Landmark.position:type_name -> google.cloud.vision.v1.Position
-	26, // 78: google.cloud.vision.v1.ImageAnnotator.BatchAnnotateImages:input_type -> google.cloud.vision.v1.BatchAnnotateImagesRequest
-	30, // 79: google.cloud.vision.v1.ImageAnnotator.BatchAnnotateFiles:input_type -> google.cloud.vision.v1.BatchAnnotateFilesRequest
-	34, // 80: google.cloud.vision.v1.ImageAnnotator.AsyncBatchAnnotateImages:input_type -> google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest
-	36, // 81: google.cloud.vision.v1.ImageAnnotator.AsyncBatchAnnotateFiles:input_type -> google.cloud.vision.v1.AsyncBatchAnnotateFilesRequest
-	27, // 82: google.cloud.vision.v1.ImageAnnotator.BatchAnnotateImages:output_type -> google.cloud.vision.v1.BatchAnnotateImagesResponse
-	31, // 83: google.cloud.vision.v1.ImageAnnotator.BatchAnnotateFiles:output_type -> google.cloud.vision.v1.BatchAnnotateFilesResponse
-	54, // 84: google.cloud.vision.v1.ImageAnnotator.AsyncBatchAnnotateImages:output_type -> google.longrunning.Operation
-	54, // 85: google.cloud.vision.v1.ImageAnnotator.AsyncBatchAnnotateFiles:output_type -> google.longrunning.Operation
-	82, // [82:86] is the sub-list for method output_type
-	78, // [78:82] is the sub-list for method input_type
-	78, // [78:78] is the sub-list for extension type_name
-	78, // [78:78] is the sub-list for extension extendee
-	0,  // [0:78] is the sub-list for field type_name
+	44, // 52: google.cloud.vision.v1.BatchAnnotateImagesRequest.labels:type_name -> google.cloud.vision.v1.BatchAnnotateImagesRequest.LabelsEntry
+	25, // 53: google.cloud.vision.v1.BatchAnnotateImagesResponse.responses:type_name -> google.cloud.vision.v1.AnnotateImageResponse
+	38, // 54: google.cloud.vision.v1.AnnotateFileRequest.input_config:type_name -> google.cloud.vision.v1.InputConfig
+	4,  // 55: google.cloud.vision.v1.AnnotateFileRequest.features:type_name -> google.cloud.vision.v1.Feature
+	22, // 56: google.cloud.vision.v1.AnnotateFileRequest.image_context:type_name -> google.cloud.vision.v1.ImageContext
+	38, // 57: google.cloud.vision.v1.AnnotateFileResponse.input_config:type_name -> google.cloud.vision.v1.InputConfig
+	25, // 58: google.cloud.vision.v1.AnnotateFileResponse.responses:type_name -> google.cloud.vision.v1.AnnotateImageResponse
+	55, // 59: google.cloud.vision.v1.AnnotateFileResponse.error:type_name -> google.rpc.Status
+	28, // 60: google.cloud.vision.v1.BatchAnnotateFilesRequest.requests:type_name -> google.cloud.vision.v1.AnnotateFileRequest
+	45, // 61: google.cloud.vision.v1.BatchAnnotateFilesRequest.labels:type_name -> google.cloud.vision.v1.BatchAnnotateFilesRequest.LabelsEntry
+	29, // 62: google.cloud.vision.v1.BatchAnnotateFilesResponse.responses:type_name -> google.cloud.vision.v1.AnnotateFileResponse
+	38, // 63: google.cloud.vision.v1.AsyncAnnotateFileRequest.input_config:type_name -> google.cloud.vision.v1.InputConfig
+	4,  // 64: google.cloud.vision.v1.AsyncAnnotateFileRequest.features:type_name -> google.cloud.vision.v1.Feature
+	22, // 65: google.cloud.vision.v1.AsyncAnnotateFileRequest.image_context:type_name -> google.cloud.vision.v1.ImageContext
+	39, // 66: google.cloud.vision.v1.AsyncAnnotateFileRequest.output_config:type_name -> google.cloud.vision.v1.OutputConfig
+	39, // 67: google.cloud.vision.v1.AsyncAnnotateFileResponse.output_config:type_name -> google.cloud.vision.v1.OutputConfig
+	23, // 68: google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest.requests:type_name -> google.cloud.vision.v1.AnnotateImageRequest
+	39, // 69: google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest.output_config:type_name -> google.cloud.vision.v1.OutputConfig
+	46, // 70: google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest.labels:type_name -> google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest.LabelsEntry
+	39, // 71: google.cloud.vision.v1.AsyncBatchAnnotateImagesResponse.output_config:type_name -> google.cloud.vision.v1.OutputConfig
+	32, // 72: google.cloud.vision.v1.AsyncBatchAnnotateFilesRequest.requests:type_name -> google.cloud.vision.v1.AsyncAnnotateFileRequest
+	47, // 73: google.cloud.vision.v1.AsyncBatchAnnotateFilesRequest.labels:type_name -> google.cloud.vision.v1.AsyncBatchAnnotateFilesRequest.LabelsEntry
+	33, // 74: google.cloud.vision.v1.AsyncBatchAnnotateFilesResponse.responses:type_name -> google.cloud.vision.v1.AsyncAnnotateFileResponse
+	40, // 75: google.cloud.vision.v1.InputConfig.gcs_source:type_name -> google.cloud.vision.v1.GcsSource
+	41, // 76: google.cloud.vision.v1.OutputConfig.gcs_destination:type_name -> google.cloud.vision.v1.GcsDestination
+	3,  // 77: google.cloud.vision.v1.OperationMetadata.state:type_name -> google.cloud.vision.v1.OperationMetadata.State
+	56, // 78: google.cloud.vision.v1.OperationMetadata.create_time:type_name -> google.protobuf.Timestamp
+	56, // 79: google.cloud.vision.v1.OperationMetadata.update_time:type_name -> google.protobuf.Timestamp
+	2,  // 80: google.cloud.vision.v1.FaceAnnotation.Landmark.type:type_name -> google.cloud.vision.v1.FaceAnnotation.Landmark.Type
+	57, // 81: google.cloud.vision.v1.FaceAnnotation.Landmark.position:type_name -> google.cloud.vision.v1.Position
+	26, // 82: google.cloud.vision.v1.ImageAnnotator.BatchAnnotateImages:input_type -> google.cloud.vision.v1.BatchAnnotateImagesRequest
+	30, // 83: google.cloud.vision.v1.ImageAnnotator.BatchAnnotateFiles:input_type -> google.cloud.vision.v1.BatchAnnotateFilesRequest
+	34, // 84: google.cloud.vision.v1.ImageAnnotator.AsyncBatchAnnotateImages:input_type -> google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest
+	36, // 85: google.cloud.vision.v1.ImageAnnotator.AsyncBatchAnnotateFiles:input_type -> google.cloud.vision.v1.AsyncBatchAnnotateFilesRequest
+	27, // 86: google.cloud.vision.v1.ImageAnnotator.BatchAnnotateImages:output_type -> google.cloud.vision.v1.BatchAnnotateImagesResponse
+	31, // 87: google.cloud.vision.v1.ImageAnnotator.BatchAnnotateFiles:output_type -> google.cloud.vision.v1.BatchAnnotateFilesResponse
+	58, // 88: google.cloud.vision.v1.ImageAnnotator.AsyncBatchAnnotateImages:output_type -> google.longrunning.Operation
+	58, // 89: google.cloud.vision.v1.ImageAnnotator.AsyncBatchAnnotateFiles:output_type -> google.longrunning.Operation
+	86, // [86:90] is the sub-list for method output_type
+	82, // [82:86] is the sub-list for method input_type
+	82, // [82:82] is the sub-list for extension type_name
+	82, // [82:82] is the sub-list for extension extendee
+	0,  // [0:82] is the sub-list for field type_name
 }
 
 func init() { file_google_cloud_vision_v1_image_annotator_proto_init() }
@@ -4769,7 +4883,7 @@ func file_google_cloud_vision_v1_image_annotator_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_google_cloud_vision_v1_image_annotator_proto_rawDesc,
 			NumEnums:      4,
-			NumMessages:   40,
+			NumMessages:   44,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
diff --git a/vision/apiv1/visionpb/product_search.pb.go b/vision/apiv1/visionpb/product_search.pb.go
index 941a7f5d3fba..27eff47bce79 100755
--- a/vision/apiv1/visionpb/product_search.pb.go
+++ b/vision/apiv1/visionpb/product_search.pb.go
@@ -1,4 +1,4 @@
-// Copyright 2022 Google LLC
+// Copyright 2023 Google LLC
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
@@ -46,7 +46,8 @@ type ProductSearchParams struct {
 	// The bounding polygon around the area of interest in the image.
 	// If it is not specified, system discretion will be applied.
 	BoundingPoly *BoundingPoly `protobuf:"bytes,9,opt,name=bounding_poly,json=boundingPoly,proto3" json:"bounding_poly,omitempty"`
-	// The resource name of a [ProductSet][google.cloud.vision.v1.ProductSet] to be searched for similar images.
+	// The resource name of a [ProductSet][google.cloud.vision.v1.ProductSet] to
+	// be searched for similar images.
 	//
 	// Format is:
 	// `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID`.
diff --git a/vision/apiv1/visionpb/product_search_service.pb.go b/vision/apiv1/visionpb/product_search_service.pb.go
index 35b0bdc8f45a..0a23a4461486 100755
--- a/vision/apiv1/visionpb/product_search_service.pb.go
+++ b/vision/apiv1/visionpb/product_search_service.pb.go
@@ -1,4 +1,4 @@
-// Copyright 2022 Google LLC
+// Copyright 2023 Google LLC
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
@@ -128,10 +128,11 @@ type Product struct {
 	// User-provided metadata to be stored with this product. Must be at most 4096
 	// characters long.
 	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
-	// Immutable. The category for the product identified by the reference image. This should
-	// be one of "homegoods-v2", "apparel-v2", "toys-v2", "packagedgoods-v1" or
-	// "general-v1". The legacy categories "homegoods", "apparel", and "toys" are
-	// still supported, but these should not be used for new products.
+	// Immutable. The category for the product identified by the reference image.
+	// This should be one of "homegoods-v2", "apparel-v2", "toys-v2",
+	// "packagedgoods-v1" or "general-v1". The legacy categories "homegoods",
+	// "apparel", and "toys" are still supported, but these should not be used for
+	// new products.
 	ProductCategory string `protobuf:"bytes,4,opt,name=product_category,json=productCategory,proto3" json:"product_category,omitempty"`
 	// Key-value pairs that can be attached to a product. At query time,
 	// constraints can be specified based on the product_labels.
@@ -326,8 +327,8 @@ type ReferenceImage struct {
 	//
 	// The URI must start with `gs://`.
 	Uri string `protobuf:"bytes,2,opt,name=uri,proto3" json:"uri,omitempty"`
-	// Optional. Bounding polygons around the areas of interest in the reference image.
-	// If this field is empty, the system will try to detect regions of
+	// Optional. Bounding polygons around the areas of interest in the reference
+	// image. If this field is empty, the system will try to detect regions of
 	// interest. At most 10 bounding polygons will be used.
 	//
 	// The provided shape is converted into a non-rotated rectangle. Once
@@ -1130,7 +1131,8 @@ type CreateReferenceImageRequest struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	// Required. Resource name of the product in which to create the reference image.
+	// Required. Resource name of the product in which to create the reference
+	// image.
 	//
 	// Format is
 	// `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID`.
@@ -1517,7 +1519,8 @@ type RemoveProductFromProductSetRequest struct {
 	// Format is:
 	// `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID`
 	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
-	// Required. The resource name for the Product to be removed from this ProductSet.
+	// Required. The resource name for the Product to be removed from this
+	// ProductSet.
 	//
 	// Format is:
 	// `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID`
@@ -1731,15 +1734,17 @@ type ImportProductSetsGcsSource struct {
 	// `product-display-name` column refers to
 	// [display_name][google.cloud.vision.v1.Product.display_name], the
 	// `product-category` column refers to
-	// [product_category][google.cloud.vision.v1.Product.product_category], and the
-	// `labels` column refers to [product_labels][google.cloud.vision.v1.Product.product_labels].
+	// [product_category][google.cloud.vision.v1.Product.product_category], and
+	// the `labels` column refers to
+	// [product_labels][google.cloud.vision.v1.Product.product_labels].
 	//
 	// The `image-id` column is optional but must be unique if provided. If it is
 	// empty, the system will automatically assign a unique id to the image.
 	//
 	// The `product-display-name` column is optional. If it is empty, the system
-	// sets the [display_name][google.cloud.vision.v1.Product.display_name] field for the product to a
-	// space (" "). You can update the `display_name` later by using the API.
+	// sets the [display_name][google.cloud.vision.v1.Product.display_name] field
+	// for the product to a space (" "). You can update the `display_name` later
+	// by using the API.
 	//
 	// If a `Product` with the specified `product-id` already exists, then the
 	// system ignores the `product-display-name`, `product-category`, and `labels`
@@ -1944,8 +1949,10 @@ func (x *ImportProductSetsRequest) GetInputConfig() *ImportProductSetsInputConfi
 // Response message for the `ImportProductSets` method.
 //
 // This message is returned by the
-// [google.longrunning.Operations.GetOperation][google.longrunning.Operations.GetOperation] method in the returned
-// [google.longrunning.Operation.response][google.longrunning.Operation.response] field.
+// [google.longrunning.Operations.GetOperation][google.longrunning.Operations.GetOperation]
+// method in the returned
+// [google.longrunning.Operation.response][google.longrunning.Operation.response]
+// field.
 type ImportProductSetsResponse struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -2022,7 +2029,8 @@ type BatchOperationMetadata struct {
 	// The time when the batch request was submitted to the server.
 	SubmitTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=submit_time,json=submitTime,proto3" json:"submit_time,omitempty"`
 	// The time when the batch request is finished and
-	// [google.longrunning.Operation.done][google.longrunning.Operation.done] is set to true.
+	// [google.longrunning.Operation.done][google.longrunning.Operation.done] is
+	// set to true.
 	EndTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`
 }
 
@@ -3595,8 +3603,8 @@ type ProductSearchClient interface {
 	// Asynchronous API that imports a list of reference images to specified
 	// product sets based on a list of image information.
 	//
-	// The [google.longrunning.Operation][google.longrunning.Operation] API can be used to keep track of the
-	// progress and results of the request.
+	// The [google.longrunning.Operation][google.longrunning.Operation] API can be
+	// used to keep track of the progress and results of the request.
 	// `Operation.metadata` contains `BatchOperationMetadata`. (progress)
 	// `Operation.response` contains `ImportProductSetsResponse`. (results)
 	//
@@ -3625,8 +3633,8 @@ type ProductSearchClient interface {
 	// ProductSet, you must wait until the PurgeProducts operation has finished
 	// for that ProductSet.
 	//
-	// The [google.longrunning.Operation][google.longrunning.Operation] API can be used to keep track of the
-	// progress and results of the request.
+	// The [google.longrunning.Operation][google.longrunning.Operation] API can be
+	// used to keep track of the progress and results of the request.
 	// `Operation.metadata` contains `BatchOperationMetadata`. (progress)
 	PurgeProducts(ctx context.Context, in *PurgeProductsRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
 }
@@ -3953,8 +3961,8 @@ type ProductSearchServer interface {
 	// Asynchronous API that imports a list of reference images to specified
 	// product sets based on a list of image information.
 	//
-	// The [google.longrunning.Operation][google.longrunning.Operation] API can be used to keep track of the
-	// progress and results of the request.
+	// The [google.longrunning.Operation][google.longrunning.Operation] API can be
+	// used to keep track of the progress and results of the request.
 	// `Operation.metadata` contains `BatchOperationMetadata`. (progress)
 	// `Operation.response` contains `ImportProductSetsResponse`. (results)
 	//
@@ -3983,8 +3991,8 @@ type ProductSearchServer interface {
 	// ProductSet, you must wait until the PurgeProducts operation has finished
 	// for that ProductSet.
 	//
-	// The [google.longrunning.Operation][google.longrunning.Operation] API can be used to keep track of the
-	// progress and results of the request.
+	// The [google.longrunning.Operation][google.longrunning.Operation] API can be
+	// used to keep track of the progress and results of the request.
 	// `Operation.metadata` contains `BatchOperationMetadata`. (progress)
 	PurgeProducts(context.Context, *PurgeProductsRequest) (*longrunningpb.Operation, error)
 }
diff --git a/vision/apiv1/visionpb/text_annotation.pb.go b/vision/apiv1/visionpb/text_annotation.pb.go
index e0b7bfa1bc70..f5b8dbd85318 100755
--- a/vision/apiv1/visionpb/text_annotation.pb.go
+++ b/vision/apiv1/visionpb/text_annotation.pb.go
@@ -1,4 +1,4 @@
-// Copyright 2022 Google LLC
+// Copyright 2023 Google LLC
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
@@ -173,8 +173,9 @@ func (Block_BlockType) EnumDescriptor() ([]byte, []int) {
 //
 // Each structural component, starting from Page, may further have their own
 // properties. Properties describe detected languages, breaks etc.. Please refer
-// to the [TextAnnotation.TextProperty][google.cloud.vision.v1.TextAnnotation.TextProperty] message definition below for more
-// detail.
+// to the
+// [TextAnnotation.TextProperty][google.cloud.vision.v1.TextAnnotation.TextProperty]
+// message definition below for more detail.
 type TextAnnotation struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
diff --git a/vision/apiv1/visionpb/web_detection.pb.go b/vision/apiv1/visionpb/web_detection.pb.go
index ba58e141f95f..1b961641c757 100755
--- a/vision/apiv1/visionpb/web_detection.pb.go
+++ b/vision/apiv1/visionpb/web_detection.pb.go
@@ -1,4 +1,4 @@
-// Copyright 2022 Google LLC
+// Copyright 2023 Google LLC
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.