// Copyright 2026 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.

package aiplatform

import (
	"bytes"
	"context"
	"fmt"
	"log/slog"
	"math"
	"net/http"
	"net/url"

	aiplatformpb "cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb"
	iampb "cloud.google.com/go/iam/apiv1/iampb"
	"cloud.google.com/go/longrunning"
	lroauto "cloud.google.com/go/longrunning/autogen"
	longrunningpb "cloud.google.com/go/longrunning/autogen/longrunningpb"
	gax "github.com/googleapis/gax-go/v2"
	"github.com/googleapis/gax-go/v2/callctx"
	"google.golang.org/api/iterator"
	"google.golang.org/api/option"
	"google.golang.org/api/option/internaloption"
	gtransport "google.golang.org/api/transport/grpc"
	httptransport "google.golang.org/api/transport/http"
	locationpb "google.golang.org/genproto/googleapis/cloud/location"
	"google.golang.org/grpc"
	"google.golang.org/protobuf/encoding/protojson"
	"google.golang.org/protobuf/proto"
)

var newVertexRagDataClientHook clientHook

// VertexRagDataCallOptions contains the retry settings for each method of VertexRagDataClient.
type VertexRagDataCallOptions struct {
	CreateRagCorpus           []gax.CallOption
	UpdateRagCorpus           []gax.CallOption
	GetRagCorpus              []gax.CallOption
	ListRagCorpora            []gax.CallOption
	DeleteRagCorpus           []gax.CallOption
	UploadRagFile             []gax.CallOption
	ImportRagFiles            []gax.CallOption
	GetRagFile                []gax.CallOption
	ListRagFiles              []gax.CallOption
	DeleteRagFile             []gax.CallOption
	UpdateRagEngineConfig     []gax.CallOption
	GetRagEngineConfig        []gax.CallOption
	CreateRagDataSchema       []gax.CallOption
	BatchCreateRagDataSchemas []gax.CallOption
	GetRagDataSchema          []gax.CallOption
	ListRagDataSchemas        []gax.CallOption
	DeleteRagDataSchema       []gax.CallOption
	BatchDeleteRagDataSchemas []gax.CallOption
	CreateRagMetadata         []gax.CallOption
	BatchCreateRagMetadata    []gax.CallOption
	UpdateRagMetadata         []gax.CallOption
	GetRagMetadata            []gax.CallOption
	ListRagMetadata           []gax.CallOption
	DeleteRagMetadata         []gax.CallOption
	BatchDeleteRagMetadata    []gax.CallOption
	GetLocation               []gax.CallOption
	ListLocations             []gax.CallOption
	GetIamPolicy              []gax.CallOption
	SetIamPolicy              []gax.CallOption
	TestIamPermissions        []gax.CallOption
	CancelOperation           []gax.CallOption
	DeleteOperation           []gax.CallOption
	GetOperation              []gax.CallOption
	ListOperations            []gax.CallOption
	WaitOperation             []gax.CallOption
}

func defaultVertexRagDataGRPCClientOptions() []option.ClientOption {
	return []option.ClientOption{
		internaloption.WithDefaultEndpoint("aiplatform.googleapis.com:443"),
		internaloption.WithDefaultEndpointTemplate("aiplatform.UNIVERSE_DOMAIN:443"),
		internaloption.WithDefaultMTLSEndpoint("aiplatform.mtls.googleapis.com:443"),
		internaloption.WithDefaultUniverseDomain("googleapis.com"),
		internaloption.WithDefaultAudience("https://aiplatform.googleapis.com/"),
		internaloption.WithDefaultScopes(DefaultAuthScopes()...),
		internaloption.EnableJwtWithScope(),
		internaloption.EnableNewAuthLibrary(),
		option.WithGRPCDialOption(grpc.WithDefaultCallOptions(
			grpc.MaxCallRecvMsgSize(math.MaxInt32))),
	}
}

func defaultVertexRagDataCallOptions() *VertexRagDataCallOptions {
	return &VertexRagDataCallOptions{
		CreateRagCorpus:           []gax.CallOption{},
		UpdateRagCorpus:           []gax.CallOption{},
		GetRagCorpus:              []gax.CallOption{},
		ListRagCorpora:            []gax.CallOption{},
		DeleteRagCorpus:           []gax.CallOption{},
		UploadRagFile:             []gax.CallOption{},
		ImportRagFiles:            []gax.CallOption{},
		GetRagFile:                []gax.CallOption{},
		ListRagFiles:              []gax.CallOption{},
		DeleteRagFile:             []gax.CallOption{},
		UpdateRagEngineConfig:     []gax.CallOption{},
		GetRagEngineConfig:        []gax.CallOption{},
		CreateRagDataSchema:       []gax.CallOption{},
		BatchCreateRagDataSchemas: []gax.CallOption{},
		GetRagDataSchema:          []gax.CallOption{},
		ListRagDataSchemas:        []gax.CallOption{},
		DeleteRagDataSchema:       []gax.CallOption{},
		BatchDeleteRagDataSchemas: []gax.CallOption{},
		CreateRagMetadata:         []gax.CallOption{},
		BatchCreateRagMetadata:    []gax.CallOption{},
		UpdateRagMetadata:         []gax.CallOption{},
		GetRagMetadata:            []gax.CallOption{},
		ListRagMetadata:           []gax.CallOption{},
		DeleteRagMetadata:         []gax.CallOption{},
		BatchDeleteRagMetadata:    []gax.CallOption{},
		GetLocation:               []gax.CallOption{},
		ListLocations:             []gax.CallOption{},
		GetIamPolicy:              []gax.CallOption{},
		SetIamPolicy:              []gax.CallOption{},
		TestIamPermissions:        []gax.CallOption{},
		CancelOperation:           []gax.CallOption{},
		DeleteOperation:           []gax.CallOption{},
		GetOperation:              []gax.CallOption{},
		ListOperations:            []gax.CallOption{},
		WaitOperation:             []gax.CallOption{},
	}
}

func defaultVertexRagDataRESTCallOptions() *VertexRagDataCallOptions {
	return &VertexRagDataCallOptions{
		CreateRagCorpus:           []gax.CallOption{},
		UpdateRagCorpus:           []gax.CallOption{},
		GetRagCorpus:              []gax.CallOption{},
		ListRagCorpora:            []gax.CallOption{},
		DeleteRagCorpus:           []gax.CallOption{},
		UploadRagFile:             []gax.CallOption{},
		ImportRagFiles:            []gax.CallOption{},
		GetRagFile:                []gax.CallOption{},
		ListRagFiles:              []gax.CallOption{},
		DeleteRagFile:             []gax.CallOption{},
		UpdateRagEngineConfig:     []gax.CallOption{},
		GetRagEngineConfig:        []gax.CallOption{},
		CreateRagDataSchema:       []gax.CallOption{},
		BatchCreateRagDataSchemas: []gax.CallOption{},
		GetRagDataSchema:          []gax.CallOption{},
		ListRagDataSchemas:        []gax.CallOption{},
		DeleteRagDataSchema:       []gax.CallOption{},
		BatchDeleteRagDataSchemas: []gax.CallOption{},
		CreateRagMetadata:         []gax.CallOption{},
		BatchCreateRagMetadata:    []gax.CallOption{},
		UpdateRagMetadata:         []gax.CallOption{},
		GetRagMetadata:            []gax.CallOption{},
		ListRagMetadata:           []gax.CallOption{},
		DeleteRagMetadata:         []gax.CallOption{},
		BatchDeleteRagMetadata:    []gax.CallOption{},
		GetLocation:               []gax.CallOption{},
		ListLocations:             []gax.CallOption{},
		GetIamPolicy:              []gax.CallOption{},
		SetIamPolicy:              []gax.CallOption{},
		TestIamPermissions:        []gax.CallOption{},
		CancelOperation:           []gax.CallOption{},
		DeleteOperation:           []gax.CallOption{},
		GetOperation:              []gax.CallOption{},
		ListOperations:            []gax.CallOption{},
		WaitOperation:             []gax.CallOption{},
	}
}

// internalVertexRagDataClient is an interface that defines the methods available from Vertex AI API.
type internalVertexRagDataClient interface {
	Close() error
	setGoogleClientInfo(...string)
	Connection() *grpc.ClientConn
	CreateRagCorpus(context.Context, *aiplatformpb.CreateRagCorpusRequest, ...gax.CallOption) (*CreateRagCorpusOperation, error)
	CreateRagCorpusOperation(name string) *CreateRagCorpusOperation
	UpdateRagCorpus(context.Context, *aiplatformpb.UpdateRagCorpusRequest, ...gax.CallOption) (*UpdateRagCorpusOperation, error)
	UpdateRagCorpusOperation(name string) *UpdateRagCorpusOperation
	GetRagCorpus(context.Context, *aiplatformpb.GetRagCorpusRequest, ...gax.CallOption) (*aiplatformpb.RagCorpus, error)
	ListRagCorpora(context.Context, *aiplatformpb.ListRagCorporaRequest, ...gax.CallOption) *RagCorpusIterator
	DeleteRagCorpus(context.Context, *aiplatformpb.DeleteRagCorpusRequest, ...gax.CallOption) (*DeleteRagCorpusOperation, error)
	DeleteRagCorpusOperation(name string) *DeleteRagCorpusOperation
	UploadRagFile(context.Context, *aiplatformpb.UploadRagFileRequest, ...gax.CallOption) (*aiplatformpb.UploadRagFileResponse, error)
	ImportRagFiles(context.Context, *aiplatformpb.ImportRagFilesRequest, ...gax.CallOption) (*ImportRagFilesOperation, error)
	ImportRagFilesOperation(name string) *ImportRagFilesOperation
	GetRagFile(context.Context, *aiplatformpb.GetRagFileRequest, ...gax.CallOption) (*aiplatformpb.RagFile, error)
	ListRagFiles(context.Context, *aiplatformpb.ListRagFilesRequest, ...gax.CallOption) *RagFileIterator
	DeleteRagFile(context.Context, *aiplatformpb.DeleteRagFileRequest, ...gax.CallOption) (*DeleteRagFileOperation, error)
	DeleteRagFileOperation(name string) *DeleteRagFileOperation
	UpdateRagEngineConfig(context.Context, *aiplatformpb.UpdateRagEngineConfigRequest, ...gax.CallOption) (*UpdateRagEngineConfigOperation, error)
	UpdateRagEngineConfigOperation(name string) *UpdateRagEngineConfigOperation
	GetRagEngineConfig(context.Context, *aiplatformpb.GetRagEngineConfigRequest, ...gax.CallOption) (*aiplatformpb.RagEngineConfig, error)
	CreateRagDataSchema(context.Context, *aiplatformpb.CreateRagDataSchemaRequest, ...gax.CallOption) (*aiplatformpb.RagDataSchema, error)
	BatchCreateRagDataSchemas(context.Context, *aiplatformpb.BatchCreateRagDataSchemasRequest, ...gax.CallOption) (*BatchCreateRagDataSchemasOperation, error)
	BatchCreateRagDataSchemasOperation(name string) *BatchCreateRagDataSchemasOperation
	GetRagDataSchema(context.Context, *aiplatformpb.GetRagDataSchemaRequest, ...gax.CallOption) (*aiplatformpb.RagDataSchema, error)
	ListRagDataSchemas(context.Context, *aiplatformpb.ListRagDataSchemasRequest, ...gax.CallOption) *RagDataSchemaIterator
	DeleteRagDataSchema(context.Context, *aiplatformpb.DeleteRagDataSchemaRequest, ...gax.CallOption) error
	BatchDeleteRagDataSchemas(context.Context, *aiplatformpb.BatchDeleteRagDataSchemasRequest, ...gax.CallOption) (*BatchDeleteRagDataSchemasOperation, error)
	BatchDeleteRagDataSchemasOperation(name string) *BatchDeleteRagDataSchemasOperation
	CreateRagMetadata(context.Context, *aiplatformpb.CreateRagMetadataRequest, ...gax.CallOption) (*aiplatformpb.RagMetadata, error)
	BatchCreateRagMetadata(context.Context, *aiplatformpb.BatchCreateRagMetadataRequest, ...gax.CallOption) (*BatchCreateRagMetadataOperation, error)
	BatchCreateRagMetadataOperation(name string) *BatchCreateRagMetadataOperation
	UpdateRagMetadata(context.Context, *aiplatformpb.UpdateRagMetadataRequest, ...gax.CallOption) (*aiplatformpb.RagMetadata, error)
	GetRagMetadata(context.Context, *aiplatformpb.GetRagMetadataRequest, ...gax.CallOption) (*aiplatformpb.RagMetadata, error)
	ListRagMetadata(context.Context, *aiplatformpb.ListRagMetadataRequest, ...gax.CallOption) *RagMetadataIterator
	DeleteRagMetadata(context.Context, *aiplatformpb.DeleteRagMetadataRequest, ...gax.CallOption) error
	BatchDeleteRagMetadata(context.Context, *aiplatformpb.BatchDeleteRagMetadataRequest, ...gax.CallOption) (*BatchDeleteRagMetadataOperation, error)
	BatchDeleteRagMetadataOperation(name string) *BatchDeleteRagMetadataOperation
	GetLocation(context.Context, *locationpb.GetLocationRequest, ...gax.CallOption) (*locationpb.Location, error)
	ListLocations(context.Context, *locationpb.ListLocationsRequest, ...gax.CallOption) *LocationIterator
	GetIamPolicy(context.Context, *iampb.GetIamPolicyRequest, ...gax.CallOption) (*iampb.Policy, error)
	SetIamPolicy(context.Context, *iampb.SetIamPolicyRequest, ...gax.CallOption) (*iampb.Policy, error)
	TestIamPermissions(context.Context, *iampb.TestIamPermissionsRequest, ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)
	CancelOperation(context.Context, *longrunningpb.CancelOperationRequest, ...gax.CallOption) error
	DeleteOperation(context.Context, *longrunningpb.DeleteOperationRequest, ...gax.CallOption) error
	GetOperation(context.Context, *longrunningpb.GetOperationRequest, ...gax.CallOption) (*longrunningpb.Operation, error)
	ListOperations(context.Context, *longrunningpb.ListOperationsRequest, ...gax.CallOption) *OperationIterator
	WaitOperation(context.Context, *longrunningpb.WaitOperationRequest, ...gax.CallOption) (*longrunningpb.Operation, error)
}

// VertexRagDataClient is a client for interacting with Vertex AI API.
// Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
//
// A service for managing user data for RAG.
type VertexRagDataClient struct {
	// The internal transport-dependent client.
	internalClient internalVertexRagDataClient

	// The call options for this service.
	CallOptions *VertexRagDataCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
}

// Wrapper methods routed to the internal client.

// Close closes the connection to the API service. The user should invoke this when
// the client is no longer required.
func (c *VertexRagDataClient) Close() error {
	return c.internalClient.Close()
}

// setGoogleClientInfo sets the name and version of the application in
// the `x-goog-api-client` header passed on each request. Intended for
// use by Google-written clients.
func (c *VertexRagDataClient) setGoogleClientInfo(keyval ...string) {
	c.internalClient.setGoogleClientInfo(keyval...)
}

// Connection returns a connection to the API service.
//
// Deprecated: Connections are now pooled so this method does not always
// return the same resource.
func (c *VertexRagDataClient) Connection() *grpc.ClientConn {
	return c.internalClient.Connection()
}

// CreateRagCorpus creates a RagCorpus.
func (c *VertexRagDataClient) CreateRagCorpus(ctx context.Context, req *aiplatformpb.CreateRagCorpusRequest, opts ...gax.CallOption) (*CreateRagCorpusOperation, error) {
	return c.internalClient.CreateRagCorpus(ctx, req, opts...)
}

// CreateRagCorpusOperation returns a new CreateRagCorpusOperation from a given name.
// The name must be that of a previously created CreateRagCorpusOperation, possibly from a different process.
func (c *VertexRagDataClient) CreateRagCorpusOperation(name string) *CreateRagCorpusOperation {
	return c.internalClient.CreateRagCorpusOperation(name)
}

// UpdateRagCorpus updates a RagCorpus.
func (c *VertexRagDataClient) UpdateRagCorpus(ctx context.Context, req *aiplatformpb.UpdateRagCorpusRequest, opts ...gax.CallOption) (*UpdateRagCorpusOperation, error) {
	return c.internalClient.UpdateRagCorpus(ctx, req, opts...)
}

// UpdateRagCorpusOperation returns a new UpdateRagCorpusOperation from a given name.
// The name must be that of a previously created UpdateRagCorpusOperation, possibly from a different process.
func (c *VertexRagDataClient) UpdateRagCorpusOperation(name string) *UpdateRagCorpusOperation {
	return c.internalClient.UpdateRagCorpusOperation(name)
}

// GetRagCorpus gets a RagCorpus.
func (c *VertexRagDataClient) GetRagCorpus(ctx context.Context, req *aiplatformpb.GetRagCorpusRequest, opts ...gax.CallOption) (*aiplatformpb.RagCorpus, error) {
	return c.internalClient.GetRagCorpus(ctx, req, opts...)
}

// ListRagCorpora lists RagCorpora in a Location.
func (c *VertexRagDataClient) ListRagCorpora(ctx context.Context, req *aiplatformpb.ListRagCorporaRequest, opts ...gax.CallOption) *RagCorpusIterator {
	return c.internalClient.ListRagCorpora(ctx, req, opts...)
}

// DeleteRagCorpus deletes a RagCorpus.
func (c *VertexRagDataClient) DeleteRagCorpus(ctx context.Context, req *aiplatformpb.DeleteRagCorpusRequest, opts ...gax.CallOption) (*DeleteRagCorpusOperation, error) {
	return c.internalClient.DeleteRagCorpus(ctx, req, opts...)
}

// DeleteRagCorpusOperation returns a new DeleteRagCorpusOperation from a given name.
// The name must be that of a previously created DeleteRagCorpusOperation, possibly from a different process.
func (c *VertexRagDataClient) DeleteRagCorpusOperation(name string) *DeleteRagCorpusOperation {
	return c.internalClient.DeleteRagCorpusOperation(name)
}

// UploadRagFile upload a file into a RagCorpus.
func (c *VertexRagDataClient) UploadRagFile(ctx context.Context, req *aiplatformpb.UploadRagFileRequest, opts ...gax.CallOption) (*aiplatformpb.UploadRagFileResponse, error) {
	return c.internalClient.UploadRagFile(ctx, req, opts...)
}

// ImportRagFiles import files from Google Cloud Storage or Google Drive into a RagCorpus.
func (c *VertexRagDataClient) ImportRagFiles(ctx context.Context, req *aiplatformpb.ImportRagFilesRequest, opts ...gax.CallOption) (*ImportRagFilesOperation, error) {
	return c.internalClient.ImportRagFiles(ctx, req, opts...)
}

// ImportRagFilesOperation returns a new ImportRagFilesOperation from a given name.
// The name must be that of a previously created ImportRagFilesOperation, possibly from a different process.
func (c *VertexRagDataClient) ImportRagFilesOperation(name string) *ImportRagFilesOperation {
	return c.internalClient.ImportRagFilesOperation(name)
}

// GetRagFile gets a RagFile.
func (c *VertexRagDataClient) GetRagFile(ctx context.Context, req *aiplatformpb.GetRagFileRequest, opts ...gax.CallOption) (*aiplatformpb.RagFile, error) {
	return c.internalClient.GetRagFile(ctx, req, opts...)
}

// ListRagFiles lists RagFiles in a RagCorpus.
func (c *VertexRagDataClient) ListRagFiles(ctx context.Context, req *aiplatformpb.ListRagFilesRequest, opts ...gax.CallOption) *RagFileIterator {
	return c.internalClient.ListRagFiles(ctx, req, opts...)
}

// DeleteRagFile deletes a RagFile.
func (c *VertexRagDataClient) DeleteRagFile(ctx context.Context, req *aiplatformpb.DeleteRagFileRequest, opts ...gax.CallOption) (*DeleteRagFileOperation, error) {
	return c.internalClient.DeleteRagFile(ctx, req, opts...)
}

// DeleteRagFileOperation returns a new DeleteRagFileOperation from a given name.
// The name must be that of a previously created DeleteRagFileOperation, possibly from a different process.
func (c *VertexRagDataClient) DeleteRagFileOperation(name string) *DeleteRagFileOperation {
	return c.internalClient.DeleteRagFileOperation(name)
}

// UpdateRagEngineConfig updates a RagEngineConfig.
func (c *VertexRagDataClient) UpdateRagEngineConfig(ctx context.Context, req *aiplatformpb.UpdateRagEngineConfigRequest, opts ...gax.CallOption) (*UpdateRagEngineConfigOperation, error) {
	return c.internalClient.UpdateRagEngineConfig(ctx, req, opts...)
}

// UpdateRagEngineConfigOperation returns a new UpdateRagEngineConfigOperation from a given name.
// The name must be that of a previously created UpdateRagEngineConfigOperation, possibly from a different process.
func (c *VertexRagDataClient) UpdateRagEngineConfigOperation(name string) *UpdateRagEngineConfigOperation {
	return c.internalClient.UpdateRagEngineConfigOperation(name)
}

// GetRagEngineConfig gets a RagEngineConfig.
func (c *VertexRagDataClient) GetRagEngineConfig(ctx context.Context, req *aiplatformpb.GetRagEngineConfigRequest, opts ...gax.CallOption) (*aiplatformpb.RagEngineConfig, error) {
	return c.internalClient.GetRagEngineConfig(ctx, req, opts...)
}

// CreateRagDataSchema creates a RagDataSchema.
func (c *VertexRagDataClient) CreateRagDataSchema(ctx context.Context, req *aiplatformpb.CreateRagDataSchemaRequest, opts ...gax.CallOption) (*aiplatformpb.RagDataSchema, error) {
	return c.internalClient.CreateRagDataSchema(ctx, req, opts...)
}

// BatchCreateRagDataSchemas batch Create one or more RagDataSchemas
func (c *VertexRagDataClient) BatchCreateRagDataSchemas(ctx context.Context, req *aiplatformpb.BatchCreateRagDataSchemasRequest, opts ...gax.CallOption) (*BatchCreateRagDataSchemasOperation, error) {
	return c.internalClient.BatchCreateRagDataSchemas(ctx, req, opts...)
}

// BatchCreateRagDataSchemasOperation returns a new BatchCreateRagDataSchemasOperation from a given name.
// The name must be that of a previously created BatchCreateRagDataSchemasOperation, possibly from a different process.
func (c *VertexRagDataClient) BatchCreateRagDataSchemasOperation(name string) *BatchCreateRagDataSchemasOperation {
	return c.internalClient.BatchCreateRagDataSchemasOperation(name)
}

// GetRagDataSchema gets a RagDataSchema.
func (c *VertexRagDataClient) GetRagDataSchema(ctx context.Context, req *aiplatformpb.GetRagDataSchemaRequest, opts ...gax.CallOption) (*aiplatformpb.RagDataSchema, error) {
	return c.internalClient.GetRagDataSchema(ctx, req, opts...)
}

// ListRagDataSchemas lists RagDataSchemas in a Location.
func (c *VertexRagDataClient) ListRagDataSchemas(ctx context.Context, req *aiplatformpb.ListRagDataSchemasRequest, opts ...gax.CallOption) *RagDataSchemaIterator {
	return c.internalClient.ListRagDataSchemas(ctx, req, opts...)
}

// DeleteRagDataSchema deletes a RagDataSchema.
func (c *VertexRagDataClient) DeleteRagDataSchema(ctx context.Context, req *aiplatformpb.DeleteRagDataSchemaRequest, opts ...gax.CallOption) error {
	return c.internalClient.DeleteRagDataSchema(ctx, req, opts...)
}

// BatchDeleteRagDataSchemas batch Deletes one or more RagDataSchemas
func (c *VertexRagDataClient) BatchDeleteRagDataSchemas(ctx context.Context, req *aiplatformpb.BatchDeleteRagDataSchemasRequest, opts ...gax.CallOption) (*BatchDeleteRagDataSchemasOperation, error) {
	return c.internalClient.BatchDeleteRagDataSchemas(ctx, req, opts...)
}

// BatchDeleteRagDataSchemasOperation returns a new BatchDeleteRagDataSchemasOperation from a given name.
// The name must be that of a previously created BatchDeleteRagDataSchemasOperation, possibly from a different process.
func (c *VertexRagDataClient) BatchDeleteRagDataSchemasOperation(name string) *BatchDeleteRagDataSchemasOperation {
	return c.internalClient.BatchDeleteRagDataSchemasOperation(name)
}

// CreateRagMetadata creates a RagMetadata.
func (c *VertexRagDataClient) CreateRagMetadata(ctx context.Context, req *aiplatformpb.CreateRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, error) {
	return c.internalClient.CreateRagMetadata(ctx, req, opts...)
}

// BatchCreateRagMetadata batch Create one or more RagMetadatas
func (c *VertexRagDataClient) BatchCreateRagMetadata(ctx context.Context, req *aiplatformpb.BatchCreateRagMetadataRequest, opts ...gax.CallOption) (*BatchCreateRagMetadataOperation, error) {
	return c.internalClient.BatchCreateRagMetadata(ctx, req, opts...)
}

// BatchCreateRagMetadataOperation returns a new BatchCreateRagMetadataOperation from a given name.
// The name must be that of a previously created BatchCreateRagMetadataOperation, possibly from a different process.
func (c *VertexRagDataClient) BatchCreateRagMetadataOperation(name string) *BatchCreateRagMetadataOperation {
	return c.internalClient.BatchCreateRagMetadataOperation(name)
}

// UpdateRagMetadata updates a RagMetadata.
func (c *VertexRagDataClient) UpdateRagMetadata(ctx context.Context, req *aiplatformpb.UpdateRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, error) {
	return c.internalClient.UpdateRagMetadata(ctx, req, opts...)
}

// GetRagMetadata gets a RagMetadata.
func (c *VertexRagDataClient) GetRagMetadata(ctx context.Context, req *aiplatformpb.GetRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, error) {
	return c.internalClient.GetRagMetadata(ctx, req, opts...)
}

// ListRagMetadata lists RagMetadata in a RagFile.
func (c *VertexRagDataClient) ListRagMetadata(ctx context.Context, req *aiplatformpb.ListRagMetadataRequest, opts ...gax.CallOption) *RagMetadataIterator {
	return c.internalClient.ListRagMetadata(ctx, req, opts...)
}

// DeleteRagMetadata deletes a RagMetadata.
func (c *VertexRagDataClient) DeleteRagMetadata(ctx context.Context, req *aiplatformpb.DeleteRagMetadataRequest, opts ...gax.CallOption) error {
	return c.internalClient.DeleteRagMetadata(ctx, req, opts...)
}

// BatchDeleteRagMetadata batch Deletes one or more RagMetadata.
func (c *VertexRagDataClient) BatchDeleteRagMetadata(ctx context.Context, req *aiplatformpb.BatchDeleteRagMetadataRequest, opts ...gax.CallOption) (*BatchDeleteRagMetadataOperation, error) {
	return c.internalClient.BatchDeleteRagMetadata(ctx, req, opts...)
}

// BatchDeleteRagMetadataOperation returns a new BatchDeleteRagMetadataOperation from a given name.
// The name must be that of a previously created BatchDeleteRagMetadataOperation, possibly from a different process.
func (c *VertexRagDataClient) BatchDeleteRagMetadataOperation(name string) *BatchDeleteRagMetadataOperation {
	return c.internalClient.BatchDeleteRagMetadataOperation(name)
}

// GetLocation gets information about a location.
func (c *VertexRagDataClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error) {
	return c.internalClient.GetLocation(ctx, req, opts...)
}

// ListLocations lists information about the supported locations for this service.
func (c *VertexRagDataClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator {
	return c.internalClient.ListLocations(ctx, req, opts...)
}

// GetIamPolicy gets the access control policy for a resource. Returns an empty policy
// if the resource exists and does not have a policy set.
func (c *VertexRagDataClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) {
	return c.internalClient.GetIamPolicy(ctx, req, opts...)
}

// SetIamPolicy sets the access control policy on the specified resource. Replaces
// any existing policy.
//
// Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED
// errors.
func (c *VertexRagDataClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) {
	return c.internalClient.SetIamPolicy(ctx, req, opts...)
}

// TestIamPermissions returns permissions that a caller has on the specified resource. If the
// resource does not exist, this will return an empty set of
// permissions, not a NOT_FOUND error.
//
// Note: This operation is designed to be used for building
// permission-aware UIs and command-line tools, not for authorization
// checking. This operation may “fail open” without warning.
func (c *VertexRagDataClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error) {
	return c.internalClient.TestIamPermissions(ctx, req, opts...)
}

// CancelOperation is a utility method from google.longrunning.Operations.
func (c *VertexRagDataClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error {
	return c.internalClient.CancelOperation(ctx, req, opts...)
}

// DeleteOperation is a utility method from google.longrunning.Operations.
func (c *VertexRagDataClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error {
	return c.internalClient.DeleteOperation(ctx, req, opts...)
}

// GetOperation is a utility method from google.longrunning.Operations.
func (c *VertexRagDataClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
	return c.internalClient.GetOperation(ctx, req, opts...)
}

// ListOperations is a utility method from google.longrunning.Operations.
func (c *VertexRagDataClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator {
	return c.internalClient.ListOperations(ctx, req, opts...)
}

// WaitOperation is a utility method from google.longrunning.Operations.
func (c *VertexRagDataClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
	return c.internalClient.WaitOperation(ctx, req, opts...)
}

// vertexRagDataGRPCClient is a client for interacting with Vertex AI API over gRPC transport.
//
// Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
type vertexRagDataGRPCClient struct {
	// Connection pool of gRPC connections to the service.
	connPool gtransport.ConnPool

	// Points back to the CallOptions field of the containing VertexRagDataClient
	CallOptions **VertexRagDataCallOptions

	// The gRPC API client.
	vertexRagDataClient aiplatformpb.VertexRagDataServiceClient

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient **lroauto.OperationsClient

	operationsClient longrunningpb.OperationsClient

	iamPolicyClient iampb.IAMPolicyClient

	locationsClient locationpb.LocationsClient

	// The x-goog-* metadata to be sent with each request.
	xGoogHeaders []string

	logger *slog.Logger
}

// NewVertexRagDataClient creates a new vertex rag data service client based on gRPC.
// The returned client must be Closed when it is done being used to clean up its underlying connections.
//
// A service for managing user data for RAG.
func NewVertexRagDataClient(ctx context.Context, opts ...option.ClientOption) (*VertexRagDataClient, error) {
	clientOpts := defaultVertexRagDataGRPCClientOptions()
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		clientOpts = append(clientOpts, internaloption.WithTelemetryAttributes(map[string]string{
			"gcp.client.service":  "aiplatform",
			"gcp.client.version":  getVersionClient(),
			"gcp.client.repo":     "googleapis/google-cloud-go",
			"gcp.client.artifact": "cloud.google.com/go/aiplatform/apiv1beta1",
			"gcp.client.language": "go",
			"url.domain":          "aiplatform.googleapis.com",
		}))
	}
	if newVertexRagDataClientHook != nil {
		hookOpts, err := newVertexRagDataClientHook(ctx, clientHookParams{})
		if err != nil {
			return nil, err
		}
		clientOpts = append(clientOpts, hookOpts...)
	}

	connPool, err := gtransport.DialPool(ctx, append(clientOpts, opts...)...)
	if err != nil {
		return nil, err
	}
	client := VertexRagDataClient{CallOptions: defaultVertexRagDataCallOptions()}

	c := &vertexRagDataGRPCClient{
		connPool:            connPool,
		vertexRagDataClient: aiplatformpb.NewVertexRagDataServiceClient(connPool),
		CallOptions:         &client.CallOptions,
		logger:              internaloption.GetLogger(opts),
		operationsClient:    longrunningpb.NewOperationsClient(connPool),
		iamPolicyClient:     iampb.NewIAMPolicyClient(connPool),
		locationsClient:     locationpb.NewLocationsClient(connPool),
	}
	c.setGoogleClientInfo()
	if gax.IsFeatureEnabled("METRICS") {
		metrics := gax.NewClientMetrics(
			gax.WithTelemetryLogger(c.logger),
			gax.WithTelemetryAttributes(map[string]string{
				gax.ClientService:  "aiplatform",
				gax.ClientVersion:  getVersionClient(),
				gax.ClientArtifact: "cloud.google.com/go/aiplatform/apiv1beta1",
				gax.RPCSystem:      "grpc",
				gax.URLDomain:      "aiplatform.googleapis.com",
			}),
		)

		client.CallOptions.CreateRagCorpus = append(client.CallOptions.CreateRagCorpus, gax.WithClientMetrics(metrics))
		client.CallOptions.UpdateRagCorpus = append(client.CallOptions.UpdateRagCorpus, gax.WithClientMetrics(metrics))
		client.CallOptions.GetRagCorpus = append(client.CallOptions.GetRagCorpus, gax.WithClientMetrics(metrics))
		client.CallOptions.ListRagCorpora = append(client.CallOptions.ListRagCorpora, gax.WithClientMetrics(metrics))
		client.CallOptions.DeleteRagCorpus = append(client.CallOptions.DeleteRagCorpus, gax.WithClientMetrics(metrics))
		client.CallOptions.UploadRagFile = append(client.CallOptions.UploadRagFile, gax.WithClientMetrics(metrics))
		client.CallOptions.ImportRagFiles = append(client.CallOptions.ImportRagFiles, gax.WithClientMetrics(metrics))
		client.CallOptions.GetRagFile = append(client.CallOptions.GetRagFile, gax.WithClientMetrics(metrics))
		client.CallOptions.ListRagFiles = append(client.CallOptions.ListRagFiles, gax.WithClientMetrics(metrics))
		client.CallOptions.DeleteRagFile = append(client.CallOptions.DeleteRagFile, gax.WithClientMetrics(metrics))
		client.CallOptions.UpdateRagEngineConfig = append(client.CallOptions.UpdateRagEngineConfig, gax.WithClientMetrics(metrics))
		client.CallOptions.GetRagEngineConfig = append(client.CallOptions.GetRagEngineConfig, gax.WithClientMetrics(metrics))
		client.CallOptions.CreateRagDataSchema = append(client.CallOptions.CreateRagDataSchema, gax.WithClientMetrics(metrics))
		client.CallOptions.BatchCreateRagDataSchemas = append(client.CallOptions.BatchCreateRagDataSchemas, gax.WithClientMetrics(metrics))
		client.CallOptions.GetRagDataSchema = append(client.CallOptions.GetRagDataSchema, gax.WithClientMetrics(metrics))
		client.CallOptions.ListRagDataSchemas = append(client.CallOptions.ListRagDataSchemas, gax.WithClientMetrics(metrics))
		client.CallOptions.DeleteRagDataSchema = append(client.CallOptions.DeleteRagDataSchema, gax.WithClientMetrics(metrics))
		client.CallOptions.BatchDeleteRagDataSchemas = append(client.CallOptions.BatchDeleteRagDataSchemas, gax.WithClientMetrics(metrics))
		client.CallOptions.CreateRagMetadata = append(client.CallOptions.CreateRagMetadata, gax.WithClientMetrics(metrics))
		client.CallOptions.BatchCreateRagMetadata = append(client.CallOptions.BatchCreateRagMetadata, gax.WithClientMetrics(metrics))
		client.CallOptions.UpdateRagMetadata = append(client.CallOptions.UpdateRagMetadata, gax.WithClientMetrics(metrics))
		client.CallOptions.GetRagMetadata = append(client.CallOptions.GetRagMetadata, gax.WithClientMetrics(metrics))
		client.CallOptions.ListRagMetadata = append(client.CallOptions.ListRagMetadata, gax.WithClientMetrics(metrics))
		client.CallOptions.DeleteRagMetadata = append(client.CallOptions.DeleteRagMetadata, gax.WithClientMetrics(metrics))
		client.CallOptions.BatchDeleteRagMetadata = append(client.CallOptions.BatchDeleteRagMetadata, gax.WithClientMetrics(metrics))
		client.CallOptions.GetLocation = append(client.CallOptions.GetLocation, gax.WithClientMetrics(metrics))
		client.CallOptions.ListLocations = append(client.CallOptions.ListLocations, gax.WithClientMetrics(metrics))
		client.CallOptions.GetIamPolicy = append(client.CallOptions.GetIamPolicy, gax.WithClientMetrics(metrics))
		client.CallOptions.SetIamPolicy = append(client.CallOptions.SetIamPolicy, gax.WithClientMetrics(metrics))
		client.CallOptions.TestIamPermissions = append(client.CallOptions.TestIamPermissions, gax.WithClientMetrics(metrics))
		client.CallOptions.CancelOperation = append(client.CallOptions.CancelOperation, gax.WithClientMetrics(metrics))
		client.CallOptions.DeleteOperation = append(client.CallOptions.DeleteOperation, gax.WithClientMetrics(metrics))
		client.CallOptions.GetOperation = append(client.CallOptions.GetOperation, gax.WithClientMetrics(metrics))
		client.CallOptions.ListOperations = append(client.CallOptions.ListOperations, gax.WithClientMetrics(metrics))
		client.CallOptions.WaitOperation = append(client.CallOptions.WaitOperation, gax.WithClientMetrics(metrics))
	}

	client.internalClient = c

	client.LROClient, err = lroauto.NewOperationsClient(ctx, gtransport.WithConnPool(connPool))
	if err != nil {
		// This error "should not happen", since we are just reusing old connection pool
		// and never actually need to dial.
		// If this does happen, we could leak connp. However, we cannot close conn:
		// If the user invoked the constructor with option.WithGRPCConn,
		// we would close a connection that's still in use.
		// TODO: investigate error conditions.
		return nil, err
	}
	c.LROClient = &client.LROClient
	return &client, nil
}

// Connection returns a connection to the API service.
//
// Deprecated: Connections are now pooled so this method does not always
// return the same resource.
func (c *vertexRagDataGRPCClient) Connection() *grpc.ClientConn {
	return c.connPool.Conn()
}

// setGoogleClientInfo sets the name and version of the application in
// the `x-goog-api-client` header passed on each request. Intended for
// use by Google-written clients.
func (c *vertexRagDataGRPCClient) setGoogleClientInfo(keyval ...string) {
	kv := append([]string{"gl-go", gax.GoVersion}, keyval...)
	kv = append(kv, "gapic", getVersionClient(), "gax", gax.Version, "grpc", grpc.Version, "pb", protoVersion)
	c.xGoogHeaders = []string{
		"x-goog-api-client", gax.XGoogHeader(kv...),
	}
}

// Close closes the connection to the API service. The user should invoke this when
// the client is no longer required.
func (c *vertexRagDataGRPCClient) Close() error {
	return c.connPool.Close()
}

// Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
type vertexRagDataRESTClient struct {
	// The http endpoint to connect to.
	endpoint string

	// The http client.
	httpClient *http.Client

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient **lroauto.OperationsClient

	// The x-goog-* headers to be sent with each request.
	xGoogHeaders []string

	// Points back to the CallOptions field of the containing VertexRagDataClient
	CallOptions **VertexRagDataCallOptions

	logger *slog.Logger
}

// NewVertexRagDataRESTClient creates a new vertex rag data service rest client.
//
// A service for managing user data for RAG.
func NewVertexRagDataRESTClient(ctx context.Context, opts ...option.ClientOption) (*VertexRagDataClient, error) {
	clientOpts := append(defaultVertexRagDataRESTClientOptions(), opts...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		clientOpts = append(clientOpts, internaloption.WithTelemetryAttributes(map[string]string{
			"gcp.client.service":  "aiplatform",
			"gcp.client.version":  getVersionClient(),
			"gcp.client.repo":     "googleapis/google-cloud-go",
			"gcp.client.artifact": "cloud.google.com/go/aiplatform/apiv1beta1",
			"gcp.client.language": "go",
			"url.domain":          "aiplatform.googleapis.com",
		}))
	}
	httpClient, endpoint, err := httptransport.NewClient(ctx, clientOpts...)
	if err != nil {
		return nil, err
	}

	callOpts := defaultVertexRagDataRESTCallOptions()
	c := &vertexRagDataRESTClient{
		endpoint:    endpoint,
		httpClient:  httpClient,
		CallOptions: &callOpts,
		logger:      internaloption.GetLogger(opts),
	}
	c.setGoogleClientInfo()

	if gax.IsFeatureEnabled("METRICS") {
		metrics := gax.NewClientMetrics(
			gax.WithTelemetryLogger(c.logger),
			gax.WithTelemetryAttributes(map[string]string{
				gax.ClientService:  "aiplatform",
				gax.ClientVersion:  getVersionClient(),
				gax.ClientArtifact: "cloud.google.com/go/aiplatform/apiv1beta1",
				gax.RPCSystem:      "http",
				gax.URLDomain:      "aiplatform.googleapis.com",
			}),
		)

		callOpts.CreateRagCorpus = append(callOpts.CreateRagCorpus, gax.WithClientMetrics(metrics))
		callOpts.UpdateRagCorpus = append(callOpts.UpdateRagCorpus, gax.WithClientMetrics(metrics))
		callOpts.GetRagCorpus = append(callOpts.GetRagCorpus, gax.WithClientMetrics(metrics))
		callOpts.ListRagCorpora = append(callOpts.ListRagCorpora, gax.WithClientMetrics(metrics))
		callOpts.DeleteRagCorpus = append(callOpts.DeleteRagCorpus, gax.WithClientMetrics(metrics))
		callOpts.UploadRagFile = append(callOpts.UploadRagFile, gax.WithClientMetrics(metrics))
		callOpts.ImportRagFiles = append(callOpts.ImportRagFiles, gax.WithClientMetrics(metrics))
		callOpts.GetRagFile = append(callOpts.GetRagFile, gax.WithClientMetrics(metrics))
		callOpts.ListRagFiles = append(callOpts.ListRagFiles, gax.WithClientMetrics(metrics))
		callOpts.DeleteRagFile = append(callOpts.DeleteRagFile, gax.WithClientMetrics(metrics))
		callOpts.UpdateRagEngineConfig = append(callOpts.UpdateRagEngineConfig, gax.WithClientMetrics(metrics))
		callOpts.GetRagEngineConfig = append(callOpts.GetRagEngineConfig, gax.WithClientMetrics(metrics))
		callOpts.CreateRagDataSchema = append(callOpts.CreateRagDataSchema, gax.WithClientMetrics(metrics))
		callOpts.BatchCreateRagDataSchemas = append(callOpts.BatchCreateRagDataSchemas, gax.WithClientMetrics(metrics))
		callOpts.GetRagDataSchema = append(callOpts.GetRagDataSchema, gax.WithClientMetrics(metrics))
		callOpts.ListRagDataSchemas = append(callOpts.ListRagDataSchemas, gax.WithClientMetrics(metrics))
		callOpts.DeleteRagDataSchema = append(callOpts.DeleteRagDataSchema, gax.WithClientMetrics(metrics))
		callOpts.BatchDeleteRagDataSchemas = append(callOpts.BatchDeleteRagDataSchemas, gax.WithClientMetrics(metrics))
		callOpts.CreateRagMetadata = append(callOpts.CreateRagMetadata, gax.WithClientMetrics(metrics))
		callOpts.BatchCreateRagMetadata = append(callOpts.BatchCreateRagMetadata, gax.WithClientMetrics(metrics))
		callOpts.UpdateRagMetadata = append(callOpts.UpdateRagMetadata, gax.WithClientMetrics(metrics))
		callOpts.GetRagMetadata = append(callOpts.GetRagMetadata, gax.WithClientMetrics(metrics))
		callOpts.ListRagMetadata = append(callOpts.ListRagMetadata, gax.WithClientMetrics(metrics))
		callOpts.DeleteRagMetadata = append(callOpts.DeleteRagMetadata, gax.WithClientMetrics(metrics))
		callOpts.BatchDeleteRagMetadata = append(callOpts.BatchDeleteRagMetadata, gax.WithClientMetrics(metrics))
		callOpts.GetLocation = append(callOpts.GetLocation, gax.WithClientMetrics(metrics))
		callOpts.ListLocations = append(callOpts.ListLocations, gax.WithClientMetrics(metrics))
		callOpts.GetIamPolicy = append(callOpts.GetIamPolicy, gax.WithClientMetrics(metrics))
		callOpts.SetIamPolicy = append(callOpts.SetIamPolicy, gax.WithClientMetrics(metrics))
		callOpts.TestIamPermissions = append(callOpts.TestIamPermissions, gax.WithClientMetrics(metrics))
		callOpts.CancelOperation = append(callOpts.CancelOperation, gax.WithClientMetrics(metrics))
		callOpts.DeleteOperation = append(callOpts.DeleteOperation, gax.WithClientMetrics(metrics))
		callOpts.GetOperation = append(callOpts.GetOperation, gax.WithClientMetrics(metrics))
		callOpts.ListOperations = append(callOpts.ListOperations, gax.WithClientMetrics(metrics))
		callOpts.WaitOperation = append(callOpts.WaitOperation, gax.WithClientMetrics(metrics))
	}

	lroOpts := []option.ClientOption{
		option.WithHTTPClient(httpClient),
		option.WithEndpoint(endpoint),
	}
	opClient, err := lroauto.NewOperationsRESTClient(ctx, lroOpts...)
	if err != nil {
		return nil, err
	}
	c.LROClient = &opClient

	return &VertexRagDataClient{internalClient: c, CallOptions: callOpts}, nil
}

func defaultVertexRagDataRESTClientOptions() []option.ClientOption {
	return []option.ClientOption{
		internaloption.WithDefaultEndpoint("https://aiplatform.googleapis.com"),
		internaloption.WithDefaultEndpointTemplate("https://aiplatform.UNIVERSE_DOMAIN"),
		internaloption.WithDefaultMTLSEndpoint("https://aiplatform.mtls.googleapis.com"),
		internaloption.WithDefaultUniverseDomain("googleapis.com"),
		internaloption.WithDefaultAudience("https://aiplatform.googleapis.com/"),
		internaloption.WithDefaultScopes(DefaultAuthScopes()...),
		internaloption.EnableNewAuthLibrary(),
	}
}

// setGoogleClientInfo sets the name and version of the application in
// the `x-goog-api-client` header passed on each request. Intended for
// use by Google-written clients.
func (c *vertexRagDataRESTClient) setGoogleClientInfo(keyval ...string) {
	kv := append([]string{"gl-go", gax.GoVersion}, keyval...)
	kv = append(kv, "gapic", getVersionClient(), "gax", gax.Version, "rest", "UNKNOWN", "pb", protoVersion)
	c.xGoogHeaders = []string{
		"x-goog-api-client", gax.XGoogHeader(kv...),
	}
}

// Close closes the connection to the API service. The user should invoke this when
// the client is no longer required.
func (c *vertexRagDataRESTClient) Close() error {
	// Replace httpClient with nil to force cleanup.
	c.httpClient = nil
	return nil
}

// Connection returns a connection to the API service.
//
// Deprecated: This method always returns nil.
func (c *vertexRagDataRESTClient) Connection() *grpc.ClientConn {
	return nil
}
func (c *vertexRagDataGRPCClient) CreateRagCorpus(ctx context.Context, req *aiplatformpb.CreateRagCorpusRequest, opts ...gax.CallOption) (*CreateRagCorpusOperation, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/CreateRagCorpus")
	}
	opts = append((*c.CallOptions).CreateRagCorpus[0:len((*c.CallOptions).CreateRagCorpus):len((*c.CallOptions).CreateRagCorpus)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.CreateRagCorpus, req, settings.GRPC, c.logger, "CreateRagCorpus")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &CreateRagCorpusOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) UpdateRagCorpus(ctx context.Context, req *aiplatformpb.UpdateRagCorpusRequest, opts ...gax.CallOption) (*UpdateRagCorpusOperation, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "rag_corpus.name", url.QueryEscape(req.GetRagCorpus().GetName()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/UpdateRagCorpus")
	}
	opts = append((*c.CallOptions).UpdateRagCorpus[0:len((*c.CallOptions).UpdateRagCorpus):len((*c.CallOptions).UpdateRagCorpus)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.UpdateRagCorpus, req, settings.GRPC, c.logger, "UpdateRagCorpus")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &UpdateRagCorpusOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) GetRagCorpus(ctx context.Context, req *aiplatformpb.GetRagCorpusRequest, opts ...gax.CallOption) (*aiplatformpb.RagCorpus, 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagCorpus")
	}
	opts = append((*c.CallOptions).GetRagCorpus[0:len((*c.CallOptions).GetRagCorpus):len((*c.CallOptions).GetRagCorpus)], opts...)
	var resp *aiplatformpb.RagCorpus
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.GetRagCorpus, req, settings.GRPC, c.logger, "GetRagCorpus")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) ListRagCorpora(ctx context.Context, req *aiplatformpb.ListRagCorporaRequest, opts ...gax.CallOption) *RagCorpusIterator {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/ListRagCorpora")
	}
	opts = append((*c.CallOptions).ListRagCorpora[0:len((*c.CallOptions).ListRagCorpora):len((*c.CallOptions).ListRagCorpora)], opts...)
	it := &RagCorpusIterator{}
	req = proto.Clone(req).(*aiplatformpb.ListRagCorporaRequest)
	it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.RagCorpus, string, error) {
		resp := &aiplatformpb.ListRagCorporaResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
			var err error
			resp, err = executeRPC(ctx, c.vertexRagDataClient.ListRagCorpora, req, settings.GRPC, c.logger, "ListRagCorpora")
			return err
		}, opts...)
		if err != nil {
			return nil, "", err
		}

		it.Response = resp
		return resp.GetRagCorpora(), resp.GetNextPageToken(), nil
	}
	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

func (c *vertexRagDataGRPCClient) DeleteRagCorpus(ctx context.Context, req *aiplatformpb.DeleteRagCorpusRequest, opts ...gax.CallOption) (*DeleteRagCorpusOperation, 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/DeleteRagCorpus")
	}
	opts = append((*c.CallOptions).DeleteRagCorpus[0:len((*c.CallOptions).DeleteRagCorpus):len((*c.CallOptions).DeleteRagCorpus)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.DeleteRagCorpus, req, settings.GRPC, c.logger, "DeleteRagCorpus")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &DeleteRagCorpusOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) UploadRagFile(ctx context.Context, req *aiplatformpb.UploadRagFileRequest, opts ...gax.CallOption) (*aiplatformpb.UploadRagFileResponse, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/UploadRagFile")
	}
	opts = append((*c.CallOptions).UploadRagFile[0:len((*c.CallOptions).UploadRagFile):len((*c.CallOptions).UploadRagFile)], opts...)
	var resp *aiplatformpb.UploadRagFileResponse
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.UploadRagFile, req, settings.GRPC, c.logger, "UploadRagFile")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) ImportRagFiles(ctx context.Context, req *aiplatformpb.ImportRagFilesRequest, opts ...gax.CallOption) (*ImportRagFilesOperation, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/ImportRagFiles")
	}
	opts = append((*c.CallOptions).ImportRagFiles[0:len((*c.CallOptions).ImportRagFiles):len((*c.CallOptions).ImportRagFiles)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.ImportRagFiles, req, settings.GRPC, c.logger, "ImportRagFiles")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &ImportRagFilesOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) GetRagFile(ctx context.Context, req *aiplatformpb.GetRagFileRequest, opts ...gax.CallOption) (*aiplatformpb.RagFile, 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagFile")
	}
	opts = append((*c.CallOptions).GetRagFile[0:len((*c.CallOptions).GetRagFile):len((*c.CallOptions).GetRagFile)], opts...)
	var resp *aiplatformpb.RagFile
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.GetRagFile, req, settings.GRPC, c.logger, "GetRagFile")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) ListRagFiles(ctx context.Context, req *aiplatformpb.ListRagFilesRequest, opts ...gax.CallOption) *RagFileIterator {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/ListRagFiles")
	}
	opts = append((*c.CallOptions).ListRagFiles[0:len((*c.CallOptions).ListRagFiles):len((*c.CallOptions).ListRagFiles)], opts...)
	it := &RagFileIterator{}
	req = proto.Clone(req).(*aiplatformpb.ListRagFilesRequest)
	it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.RagFile, string, error) {
		resp := &aiplatformpb.ListRagFilesResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
			var err error
			resp, err = executeRPC(ctx, c.vertexRagDataClient.ListRagFiles, req, settings.GRPC, c.logger, "ListRagFiles")
			return err
		}, opts...)
		if err != nil {
			return nil, "", err
		}

		it.Response = resp
		return resp.GetRagFiles(), resp.GetNextPageToken(), nil
	}
	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

func (c *vertexRagDataGRPCClient) DeleteRagFile(ctx context.Context, req *aiplatformpb.DeleteRagFileRequest, opts ...gax.CallOption) (*DeleteRagFileOperation, 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/DeleteRagFile")
	}
	opts = append((*c.CallOptions).DeleteRagFile[0:len((*c.CallOptions).DeleteRagFile):len((*c.CallOptions).DeleteRagFile)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.DeleteRagFile, req, settings.GRPC, c.logger, "DeleteRagFile")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &DeleteRagFileOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) UpdateRagEngineConfig(ctx context.Context, req *aiplatformpb.UpdateRagEngineConfigRequest, opts ...gax.CallOption) (*UpdateRagEngineConfigOperation, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "rag_engine_config.name", url.QueryEscape(req.GetRagEngineConfig().GetName()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/UpdateRagEngineConfig")
	}
	opts = append((*c.CallOptions).UpdateRagEngineConfig[0:len((*c.CallOptions).UpdateRagEngineConfig):len((*c.CallOptions).UpdateRagEngineConfig)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.UpdateRagEngineConfig, req, settings.GRPC, c.logger, "UpdateRagEngineConfig")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &UpdateRagEngineConfigOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) GetRagEngineConfig(ctx context.Context, req *aiplatformpb.GetRagEngineConfigRequest, opts ...gax.CallOption) (*aiplatformpb.RagEngineConfig, 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagEngineConfig")
	}
	opts = append((*c.CallOptions).GetRagEngineConfig[0:len((*c.CallOptions).GetRagEngineConfig):len((*c.CallOptions).GetRagEngineConfig)], opts...)
	var resp *aiplatformpb.RagEngineConfig
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.GetRagEngineConfig, req, settings.GRPC, c.logger, "GetRagEngineConfig")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) CreateRagDataSchema(ctx context.Context, req *aiplatformpb.CreateRagDataSchemaRequest, opts ...gax.CallOption) (*aiplatformpb.RagDataSchema, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/CreateRagDataSchema")
	}
	opts = append((*c.CallOptions).CreateRagDataSchema[0:len((*c.CallOptions).CreateRagDataSchema):len((*c.CallOptions).CreateRagDataSchema)], opts...)
	var resp *aiplatformpb.RagDataSchema
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.CreateRagDataSchema, req, settings.GRPC, c.logger, "CreateRagDataSchema")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) BatchCreateRagDataSchemas(ctx context.Context, req *aiplatformpb.BatchCreateRagDataSchemasRequest, opts ...gax.CallOption) (*BatchCreateRagDataSchemasOperation, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/BatchCreateRagDataSchemas")
	}
	opts = append((*c.CallOptions).BatchCreateRagDataSchemas[0:len((*c.CallOptions).BatchCreateRagDataSchemas):len((*c.CallOptions).BatchCreateRagDataSchemas)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.BatchCreateRagDataSchemas, req, settings.GRPC, c.logger, "BatchCreateRagDataSchemas")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &BatchCreateRagDataSchemasOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) GetRagDataSchema(ctx context.Context, req *aiplatformpb.GetRagDataSchemaRequest, opts ...gax.CallOption) (*aiplatformpb.RagDataSchema, 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagDataSchema")
	}
	opts = append((*c.CallOptions).GetRagDataSchema[0:len((*c.CallOptions).GetRagDataSchema):len((*c.CallOptions).GetRagDataSchema)], opts...)
	var resp *aiplatformpb.RagDataSchema
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.GetRagDataSchema, req, settings.GRPC, c.logger, "GetRagDataSchema")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) ListRagDataSchemas(ctx context.Context, req *aiplatformpb.ListRagDataSchemasRequest, opts ...gax.CallOption) *RagDataSchemaIterator {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/ListRagDataSchemas")
	}
	opts = append((*c.CallOptions).ListRagDataSchemas[0:len((*c.CallOptions).ListRagDataSchemas):len((*c.CallOptions).ListRagDataSchemas)], opts...)
	it := &RagDataSchemaIterator{}
	req = proto.Clone(req).(*aiplatformpb.ListRagDataSchemasRequest)
	it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.RagDataSchema, string, error) {
		resp := &aiplatformpb.ListRagDataSchemasResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
			var err error
			resp, err = executeRPC(ctx, c.vertexRagDataClient.ListRagDataSchemas, req, settings.GRPC, c.logger, "ListRagDataSchemas")
			return err
		}, opts...)
		if err != nil {
			return nil, "", err
		}

		it.Response = resp
		return resp.GetRagDataSchemas(), resp.GetNextPageToken(), nil
	}
	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

func (c *vertexRagDataGRPCClient) DeleteRagDataSchema(ctx context.Context, req *aiplatformpb.DeleteRagDataSchemaRequest, opts ...gax.CallOption) 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/DeleteRagDataSchema")
	}
	opts = append((*c.CallOptions).DeleteRagDataSchema[0:len((*c.CallOptions).DeleteRagDataSchema):len((*c.CallOptions).DeleteRagDataSchema)], opts...)
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		_, err = executeRPC(ctx, c.vertexRagDataClient.DeleteRagDataSchema, req, settings.GRPC, c.logger, "DeleteRagDataSchema")
		return err
	}, opts...)
	return err
}

func (c *vertexRagDataGRPCClient) BatchDeleteRagDataSchemas(ctx context.Context, req *aiplatformpb.BatchDeleteRagDataSchemasRequest, opts ...gax.CallOption) (*BatchDeleteRagDataSchemasOperation, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/BatchDeleteRagDataSchemas")
	}
	opts = append((*c.CallOptions).BatchDeleteRagDataSchemas[0:len((*c.CallOptions).BatchDeleteRagDataSchemas):len((*c.CallOptions).BatchDeleteRagDataSchemas)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.BatchDeleteRagDataSchemas, req, settings.GRPC, c.logger, "BatchDeleteRagDataSchemas")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &BatchDeleteRagDataSchemasOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) CreateRagMetadata(ctx context.Context, req *aiplatformpb.CreateRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/CreateRagMetadata")
	}
	opts = append((*c.CallOptions).CreateRagMetadata[0:len((*c.CallOptions).CreateRagMetadata):len((*c.CallOptions).CreateRagMetadata)], opts...)
	var resp *aiplatformpb.RagMetadata
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.CreateRagMetadata, req, settings.GRPC, c.logger, "CreateRagMetadata")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) BatchCreateRagMetadata(ctx context.Context, req *aiplatformpb.BatchCreateRagMetadataRequest, opts ...gax.CallOption) (*BatchCreateRagMetadataOperation, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/BatchCreateRagMetadata")
	}
	opts = append((*c.CallOptions).BatchCreateRagMetadata[0:len((*c.CallOptions).BatchCreateRagMetadata):len((*c.CallOptions).BatchCreateRagMetadata)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.BatchCreateRagMetadata, req, settings.GRPC, c.logger, "BatchCreateRagMetadata")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &BatchCreateRagMetadataOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) UpdateRagMetadata(ctx context.Context, req *aiplatformpb.UpdateRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "rag_metadata.name", url.QueryEscape(req.GetRagMetadata().GetName()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/UpdateRagMetadata")
	}
	opts = append((*c.CallOptions).UpdateRagMetadata[0:len((*c.CallOptions).UpdateRagMetadata):len((*c.CallOptions).UpdateRagMetadata)], opts...)
	var resp *aiplatformpb.RagMetadata
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.UpdateRagMetadata, req, settings.GRPC, c.logger, "UpdateRagMetadata")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) GetRagMetadata(ctx context.Context, req *aiplatformpb.GetRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagMetadata")
	}
	opts = append((*c.CallOptions).GetRagMetadata[0:len((*c.CallOptions).GetRagMetadata):len((*c.CallOptions).GetRagMetadata)], opts...)
	var resp *aiplatformpb.RagMetadata
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.GetRagMetadata, req, settings.GRPC, c.logger, "GetRagMetadata")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) ListRagMetadata(ctx context.Context, req *aiplatformpb.ListRagMetadataRequest, opts ...gax.CallOption) *RagMetadataIterator {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/ListRagMetadata")
	}
	opts = append((*c.CallOptions).ListRagMetadata[0:len((*c.CallOptions).ListRagMetadata):len((*c.CallOptions).ListRagMetadata)], opts...)
	it := &RagMetadataIterator{}
	req = proto.Clone(req).(*aiplatformpb.ListRagMetadataRequest)
	it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.RagMetadata, string, error) {
		resp := &aiplatformpb.ListRagMetadataResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
			var err error
			resp, err = executeRPC(ctx, c.vertexRagDataClient.ListRagMetadata, req, settings.GRPC, c.logger, "ListRagMetadata")
			return err
		}, opts...)
		if err != nil {
			return nil, "", err
		}

		it.Response = resp
		return resp.GetRagMetadata(), resp.GetNextPageToken(), nil
	}
	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

func (c *vertexRagDataGRPCClient) DeleteRagMetadata(ctx context.Context, req *aiplatformpb.DeleteRagMetadataRequest, opts ...gax.CallOption) 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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/DeleteRagMetadata")
	}
	opts = append((*c.CallOptions).DeleteRagMetadata[0:len((*c.CallOptions).DeleteRagMetadata):len((*c.CallOptions).DeleteRagMetadata)], opts...)
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		_, err = executeRPC(ctx, c.vertexRagDataClient.DeleteRagMetadata, req, settings.GRPC, c.logger, "DeleteRagMetadata")
		return err
	}, opts...)
	return err
}

func (c *vertexRagDataGRPCClient) BatchDeleteRagMetadata(ctx context.Context, req *aiplatformpb.BatchDeleteRagMetadataRequest, opts ...gax.CallOption) (*BatchDeleteRagMetadataOperation, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/BatchDeleteRagMetadata")
	}
	opts = append((*c.CallOptions).BatchDeleteRagMetadata[0:len((*c.CallOptions).BatchDeleteRagMetadata):len((*c.CallOptions).BatchDeleteRagMetadata)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.vertexRagDataClient.BatchDeleteRagMetadata, req, settings.GRPC, c.logger, "BatchDeleteRagMetadata")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return &BatchDeleteRagMetadataOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, resp),
	}, nil
}

func (c *vertexRagDataGRPCClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, 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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.location.Locations/GetLocation")
	}
	opts = append((*c.CallOptions).GetLocation[0:len((*c.CallOptions).GetLocation):len((*c.CallOptions).GetLocation)], opts...)
	var resp *locationpb.Location
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.locationsClient.GetLocation, req, settings.GRPC, c.logger, "GetLocation")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator {
	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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.location.Locations/ListLocations")
	}
	opts = append((*c.CallOptions).ListLocations[0:len((*c.CallOptions).ListLocations):len((*c.CallOptions).ListLocations)], opts...)
	it := &LocationIterator{}
	req = proto.Clone(req).(*locationpb.ListLocationsRequest)
	it.InternalFetch = func(pageSize int, pageToken string) ([]*locationpb.Location, string, error) {
		resp := &locationpb.ListLocationsResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
			var err error
			resp, err = executeRPC(ctx, c.locationsClient.ListLocations, req, settings.GRPC, c.logger, "ListLocations")
			return err
		}, opts...)
		if err != nil {
			return nil, "", err
		}

		it.Response = resp
		return resp.GetLocations(), resp.GetNextPageToken(), nil
	}
	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

func (c *vertexRagDataGRPCClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "resource", url.QueryEscape(req.GetResource()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//iam-meta-api.googleapis.com/%v", req.GetResource()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.iam.v1.IAMPolicy/GetIamPolicy")
	}
	opts = append((*c.CallOptions).GetIamPolicy[0:len((*c.CallOptions).GetIamPolicy):len((*c.CallOptions).GetIamPolicy)], opts...)
	var resp *iampb.Policy
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.iamPolicyClient.GetIamPolicy, req, settings.GRPC, c.logger, "GetIamPolicy")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "resource", url.QueryEscape(req.GetResource()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//iam-meta-api.googleapis.com/%v", req.GetResource()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.iam.v1.IAMPolicy/SetIamPolicy")
	}
	opts = append((*c.CallOptions).SetIamPolicy[0:len((*c.CallOptions).SetIamPolicy):len((*c.CallOptions).SetIamPolicy)], opts...)
	var resp *iampb.Policy
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.iamPolicyClient.SetIamPolicy, req, settings.GRPC, c.logger, "SetIamPolicy")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error) {
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "resource", url.QueryEscape(req.GetResource()))}

	hds = append(c.xGoogHeaders, hds...)
	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//iam-meta-api.googleapis.com/%v", req.GetResource()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.iam.v1.IAMPolicy/TestIamPermissions")
	}
	opts = append((*c.CallOptions).TestIamPermissions[0:len((*c.CallOptions).TestIamPermissions):len((*c.CallOptions).TestIamPermissions)], opts...)
	var resp *iampb.TestIamPermissionsResponse
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.iamPolicyClient.TestIamPermissions, req, settings.GRPC, c.logger, "TestIamPermissions")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) 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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/CancelOperation")
	}
	opts = append((*c.CallOptions).CancelOperation[0:len((*c.CallOptions).CancelOperation):len((*c.CallOptions).CancelOperation)], opts...)
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		_, err = executeRPC(ctx, c.operationsClient.CancelOperation, req, settings.GRPC, c.logger, "CancelOperation")
		return err
	}, opts...)
	return err
}

func (c *vertexRagDataGRPCClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) 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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/DeleteOperation")
	}
	opts = append((*c.CallOptions).DeleteOperation[0:len((*c.CallOptions).DeleteOperation):len((*c.CallOptions).DeleteOperation)], opts...)
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		_, err = executeRPC(ctx, c.operationsClient.DeleteOperation, req, settings.GRPC, c.logger, "DeleteOperation")
		return err
	}, opts...)
	return err
}

func (c *vertexRagDataGRPCClient) 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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/GetOperation")
	}
	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 = executeRPC(ctx, c.operationsClient.GetOperation, req, settings.GRPC, c.logger, "GetOperation")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

func (c *vertexRagDataGRPCClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator {
	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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/ListOperations")
	}
	opts = append((*c.CallOptions).ListOperations[0:len((*c.CallOptions).ListOperations):len((*c.CallOptions).ListOperations)], opts...)
	it := &OperationIterator{}
	req = proto.Clone(req).(*longrunningpb.ListOperationsRequest)
	it.InternalFetch = func(pageSize int, pageToken string) ([]*longrunningpb.Operation, string, error) {
		resp := &longrunningpb.ListOperationsResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
			var err error
			resp, err = executeRPC(ctx, c.operationsClient.ListOperations, req, settings.GRPC, c.logger, "ListOperations")
			return err
		}, opts...)
		if err != nil {
			return nil, "", err
		}

		it.Response = resp
		return resp.GetOperations(), resp.GetNextPageToken(), nil
	}
	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

func (c *vertexRagDataGRPCClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, 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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/WaitOperation")
	}
	opts = append((*c.CallOptions).WaitOperation[0:len((*c.CallOptions).WaitOperation):len((*c.CallOptions).WaitOperation)], opts...)
	var resp *longrunningpb.Operation
	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		var err error
		resp, err = executeRPC(ctx, c.operationsClient.WaitOperation, req, settings.GRPC, c.logger, "WaitOperation")
		return err
	}, opts...)
	if err != nil {
		return nil, err
	}
	return resp, nil
}

// CreateRagCorpus creates a RagCorpus.
func (c *vertexRagDataRESTClient) CreateRagCorpus(ctx context.Context, req *aiplatformpb.CreateRagCorpusRequest, opts ...gax.CallOption) (*CreateRagCorpusOperation, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	body := req.GetRagCorpus()
	jsonReq, err := m.Marshal(body)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragCorpora", req.GetParent())

	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", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/CreateRagCorpus")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*}/ragCorpora")
	}
	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("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "CreateRagCorpus")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &CreateRagCorpusOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// UpdateRagCorpus updates a RagCorpus.
func (c *vertexRagDataRESTClient) UpdateRagCorpus(ctx context.Context, req *aiplatformpb.UpdateRagCorpusRequest, opts ...gax.CallOption) (*UpdateRagCorpusOperation, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	body := req.GetRagCorpus()
	jsonReq, err := m.Marshal(body)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v", req.GetRagCorpus().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", "rag_corpus.name", url.QueryEscape(req.GetRagCorpus().GetName()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/UpdateRagCorpus")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{rag_corpus.name=projects/*/locations/*/ragCorpora/*}")
	}
	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("PATCH", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "UpdateRagCorpus")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &UpdateRagCorpusOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// GetRagCorpus gets a RagCorpus.
func (c *vertexRagDataRESTClient) GetRagCorpus(ctx context.Context, req *aiplatformpb.GetRagCorpusRequest, opts ...gax.CallOption) (*aiplatformpb.RagCorpus, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagCorpus")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragCorpora/*}")
	}
	opts = append((*c.CallOptions).GetRagCorpus[0:len((*c.CallOptions).GetRagCorpus):len((*c.CallOptions).GetRagCorpus)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.RagCorpus{}
	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

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "GetRagCorpus")
		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
}

// ListRagCorpora lists RagCorpora in a Location.
func (c *vertexRagDataRESTClient) ListRagCorpora(ctx context.Context, req *aiplatformpb.ListRagCorporaRequest, opts ...gax.CallOption) *RagCorpusIterator {
	it := &RagCorpusIterator{}
	req = proto.Clone(req).(*aiplatformpb.ListRagCorporaRequest)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.RagCorpus, string, error) {
		resp := &aiplatformpb.ListRagCorporaResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		baseUrl, err := url.Parse(c.endpoint)
		if err != nil {
			return nil, "", err
		}
		baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragCorpora", req.GetParent())

		params := url.Values{}
		params.Add("$alt", "json;enum-encoding=int")
		if req.GetPageSize() != 0 {
			params.Add("pageSize", fmt.Sprintf("%v", req.GetPageSize()))
		}
		if req.GetPageToken() != "" {
			params.Add("pageToken", fmt.Sprintf("%v", req.GetPageToken()))
		}

		baseUrl.RawQuery = params.Encode()

		// Build HTTP headers from client and context metadata.
		hds := append(c.xGoogHeaders, "Content-Type", "application/json")
		headers := gax.BuildHeaders(ctx, hds...)
		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.Header = headers

			buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "ListRagCorpora")
			if err != nil {
				return err
			}
			if err := unm.Unmarshal(buf, resp); err != nil {
				return err
			}

			return nil
		}, opts...)
		if e != nil {
			return nil, "", e
		}
		it.Response = resp
		return resp.GetRagCorpora(), resp.GetNextPageToken(), nil
	}

	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

// DeleteRagCorpus deletes a RagCorpus.
func (c *vertexRagDataRESTClient) DeleteRagCorpus(ctx context.Context, req *aiplatformpb.DeleteRagCorpusRequest, opts ...gax.CallOption) (*DeleteRagCorpusOperation, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v", req.GetName())

	params := url.Values{}
	params.Add("$alt", "json;enum-encoding=int")
	if req.GetForce() {
		params.Add("force", fmt.Sprintf("%v", req.GetForce()))
	}
	if req.GetForceDelete() {
		params.Add("forceDelete", fmt.Sprintf("%v", req.GetForceDelete()))
	}

	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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/DeleteRagCorpus")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragCorpora/*}")
	}
	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("DELETE", baseUrl.String(), nil)
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "DeleteRagCorpus")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &DeleteRagCorpusOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// UploadRagFile upload a file into a RagCorpus.
func (c *vertexRagDataRESTClient) UploadRagFile(ctx context.Context, req *aiplatformpb.UploadRagFileRequest, opts ...gax.CallOption) (*aiplatformpb.UploadRagFileResponse, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragFiles:upload", req.GetParent())

	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", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/UploadRagFile")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*/ragCorpora/*}/ragFiles:upload")
	}
	opts = append((*c.CallOptions).UploadRagFile[0:len((*c.CallOptions).UploadRagFile):len((*c.CallOptions).UploadRagFile)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.UploadRagFileResponse{}
	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "UploadRagFile")
		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
}

// ImportRagFiles import files from Google Cloud Storage or Google Drive into a RagCorpus.
func (c *vertexRagDataRESTClient) ImportRagFiles(ctx context.Context, req *aiplatformpb.ImportRagFilesRequest, opts ...gax.CallOption) (*ImportRagFilesOperation, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragFiles:import", req.GetParent())

	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", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/ImportRagFiles")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*/ragCorpora/*}/ragFiles:import")
	}
	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("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "ImportRagFiles")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &ImportRagFilesOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// GetRagFile gets a RagFile.
func (c *vertexRagDataRESTClient) GetRagFile(ctx context.Context, req *aiplatformpb.GetRagFileRequest, opts ...gax.CallOption) (*aiplatformpb.RagFile, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagFile")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}")
	}
	opts = append((*c.CallOptions).GetRagFile[0:len((*c.CallOptions).GetRagFile):len((*c.CallOptions).GetRagFile)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.RagFile{}
	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

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "GetRagFile")
		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
}

// ListRagFiles lists RagFiles in a RagCorpus.
func (c *vertexRagDataRESTClient) ListRagFiles(ctx context.Context, req *aiplatformpb.ListRagFilesRequest, opts ...gax.CallOption) *RagFileIterator {
	it := &RagFileIterator{}
	req = proto.Clone(req).(*aiplatformpb.ListRagFilesRequest)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.RagFile, string, error) {
		resp := &aiplatformpb.ListRagFilesResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		baseUrl, err := url.Parse(c.endpoint)
		if err != nil {
			return nil, "", err
		}
		baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragFiles", req.GetParent())

		params := url.Values{}
		params.Add("$alt", "json;enum-encoding=int")
		if req.GetPageSize() != 0 {
			params.Add("pageSize", fmt.Sprintf("%v", req.GetPageSize()))
		}
		if req.GetPageToken() != "" {
			params.Add("pageToken", fmt.Sprintf("%v", req.GetPageToken()))
		}

		baseUrl.RawQuery = params.Encode()

		// Build HTTP headers from client and context metadata.
		hds := append(c.xGoogHeaders, "Content-Type", "application/json")
		headers := gax.BuildHeaders(ctx, hds...)
		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.Header = headers

			buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "ListRagFiles")
			if err != nil {
				return err
			}
			if err := unm.Unmarshal(buf, resp); err != nil {
				return err
			}

			return nil
		}, opts...)
		if e != nil {
			return nil, "", e
		}
		it.Response = resp
		return resp.GetRagFiles(), resp.GetNextPageToken(), nil
	}

	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

// DeleteRagFile deletes a RagFile.
func (c *vertexRagDataRESTClient) DeleteRagFile(ctx context.Context, req *aiplatformpb.DeleteRagFileRequest, opts ...gax.CallOption) (*DeleteRagFileOperation, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v", req.GetName())

	params := url.Values{}
	params.Add("$alt", "json;enum-encoding=int")
	if req.GetForceDelete() {
		params.Add("forceDelete", fmt.Sprintf("%v", req.GetForceDelete()))
	}

	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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/DeleteRagFile")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}")
	}
	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("DELETE", baseUrl.String(), nil)
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "DeleteRagFile")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &DeleteRagFileOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// UpdateRagEngineConfig updates a RagEngineConfig.
func (c *vertexRagDataRESTClient) UpdateRagEngineConfig(ctx context.Context, req *aiplatformpb.UpdateRagEngineConfigRequest, opts ...gax.CallOption) (*UpdateRagEngineConfigOperation, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	body := req.GetRagEngineConfig()
	jsonReq, err := m.Marshal(body)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v", req.GetRagEngineConfig().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", "rag_engine_config.name", url.QueryEscape(req.GetRagEngineConfig().GetName()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/UpdateRagEngineConfig")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{rag_engine_config.name=projects/*/locations/*/ragEngineConfig}")
	}
	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("PATCH", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "UpdateRagEngineConfig")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &UpdateRagEngineConfigOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// GetRagEngineConfig gets a RagEngineConfig.
func (c *vertexRagDataRESTClient) GetRagEngineConfig(ctx context.Context, req *aiplatformpb.GetRagEngineConfigRequest, opts ...gax.CallOption) (*aiplatformpb.RagEngineConfig, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagEngineConfig")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragEngineConfig}")
	}
	opts = append((*c.CallOptions).GetRagEngineConfig[0:len((*c.CallOptions).GetRagEngineConfig):len((*c.CallOptions).GetRagEngineConfig)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.RagEngineConfig{}
	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

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "GetRagEngineConfig")
		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
}

// CreateRagDataSchema creates a RagDataSchema.
func (c *vertexRagDataRESTClient) CreateRagDataSchema(ctx context.Context, req *aiplatformpb.CreateRagDataSchemaRequest, opts ...gax.CallOption) (*aiplatformpb.RagDataSchema, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	body := req.GetRagDataSchema()
	jsonReq, err := m.Marshal(body)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragDataSchemas", req.GetParent())

	params := url.Values{}
	params.Add("$alt", "json;enum-encoding=int")
	if req != nil && req.RagDataSchemaId != nil {
		params.Add("ragDataSchemaId", fmt.Sprintf("%v", req.GetRagDataSchemaId()))
	}

	baseUrl.RawQuery = params.Encode()

	// Build HTTP headers from client and context metadata.
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/CreateRagDataSchema")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*/ragCorpora/*}/ragDataSchemas")
	}
	opts = append((*c.CallOptions).CreateRagDataSchema[0:len((*c.CallOptions).CreateRagDataSchema):len((*c.CallOptions).CreateRagDataSchema)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.RagDataSchema{}
	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "CreateRagDataSchema")
		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
}

// BatchCreateRagDataSchemas batch Create one or more RagDataSchemas
func (c *vertexRagDataRESTClient) BatchCreateRagDataSchemas(ctx context.Context, req *aiplatformpb.BatchCreateRagDataSchemasRequest, opts ...gax.CallOption) (*BatchCreateRagDataSchemasOperation, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragDataSchemas:batchCreate", req.GetParent())

	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", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/BatchCreateRagDataSchemas")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*/ragCorpora/*}/ragDataSchemas:batchCreate")
	}
	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("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "BatchCreateRagDataSchemas")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &BatchCreateRagDataSchemasOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// GetRagDataSchema gets a RagDataSchema.
func (c *vertexRagDataRESTClient) GetRagDataSchema(ctx context.Context, req *aiplatformpb.GetRagDataSchemaRequest, opts ...gax.CallOption) (*aiplatformpb.RagDataSchema, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagDataSchema")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragDataSchemas/*}")
	}
	opts = append((*c.CallOptions).GetRagDataSchema[0:len((*c.CallOptions).GetRagDataSchema):len((*c.CallOptions).GetRagDataSchema)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.RagDataSchema{}
	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

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "GetRagDataSchema")
		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
}

// ListRagDataSchemas lists RagDataSchemas in a Location.
func (c *vertexRagDataRESTClient) ListRagDataSchemas(ctx context.Context, req *aiplatformpb.ListRagDataSchemasRequest, opts ...gax.CallOption) *RagDataSchemaIterator {
	it := &RagDataSchemaIterator{}
	req = proto.Clone(req).(*aiplatformpb.ListRagDataSchemasRequest)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.RagDataSchema, string, error) {
		resp := &aiplatformpb.ListRagDataSchemasResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		baseUrl, err := url.Parse(c.endpoint)
		if err != nil {
			return nil, "", err
		}
		baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragDataSchemas", req.GetParent())

		params := url.Values{}
		params.Add("$alt", "json;enum-encoding=int")
		if req.GetPageSize() != 0 {
			params.Add("pageSize", fmt.Sprintf("%v", req.GetPageSize()))
		}
		if req.GetPageToken() != "" {
			params.Add("pageToken", fmt.Sprintf("%v", req.GetPageToken()))
		}

		baseUrl.RawQuery = params.Encode()

		// Build HTTP headers from client and context metadata.
		hds := append(c.xGoogHeaders, "Content-Type", "application/json")
		headers := gax.BuildHeaders(ctx, hds...)
		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.Header = headers

			buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "ListRagDataSchemas")
			if err != nil {
				return err
			}
			if err := unm.Unmarshal(buf, resp); err != nil {
				return err
			}

			return nil
		}, opts...)
		if e != nil {
			return nil, "", e
		}
		it.Response = resp
		return resp.GetRagDataSchemas(), resp.GetNextPageToken(), nil
	}

	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

// DeleteRagDataSchema deletes a RagDataSchema.
func (c *vertexRagDataRESTClient) DeleteRagDataSchema(ctx context.Context, req *aiplatformpb.DeleteRagDataSchemaRequest, opts ...gax.CallOption) error {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/DeleteRagDataSchema")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragDataSchemas/*}")
	}
	return gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("DELETE", baseUrl.String(), nil)
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		_, err = executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "DeleteRagDataSchema")
		return err
	}, opts...)
}

// BatchDeleteRagDataSchemas batch Deletes one or more RagDataSchemas
func (c *vertexRagDataRESTClient) BatchDeleteRagDataSchemas(ctx context.Context, req *aiplatformpb.BatchDeleteRagDataSchemasRequest, opts ...gax.CallOption) (*BatchDeleteRagDataSchemasOperation, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragDataSchemas:batchDelete", req.GetParent())

	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", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/BatchDeleteRagDataSchemas")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*/ragCorpora/*}/ragDataSchemas:batchDelete")
	}
	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("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "BatchDeleteRagDataSchemas")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &BatchDeleteRagDataSchemasOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// CreateRagMetadata creates a RagMetadata.
func (c *vertexRagDataRESTClient) CreateRagMetadata(ctx context.Context, req *aiplatformpb.CreateRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	body := req.GetRagMetadata()
	jsonReq, err := m.Marshal(body)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragMetadata", req.GetParent())

	params := url.Values{}
	params.Add("$alt", "json;enum-encoding=int")
	if req != nil && req.RagMetadataId != nil {
		params.Add("ragMetadataId", fmt.Sprintf("%v", req.GetRagMetadataId()))
	}

	baseUrl.RawQuery = params.Encode()

	// Build HTTP headers from client and context metadata.
	hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/CreateRagMetadata")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*/ragCorpora/*/ragFiles/*}/ragMetadata")
	}
	opts = append((*c.CallOptions).CreateRagMetadata[0:len((*c.CallOptions).CreateRagMetadata):len((*c.CallOptions).CreateRagMetadata)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.RagMetadata{}
	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "CreateRagMetadata")
		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
}

// BatchCreateRagMetadata batch Create one or more RagMetadatas
func (c *vertexRagDataRESTClient) BatchCreateRagMetadata(ctx context.Context, req *aiplatformpb.BatchCreateRagMetadataRequest, opts ...gax.CallOption) (*BatchCreateRagMetadataOperation, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragMetadata:batchCreate", req.GetParent())

	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", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/BatchCreateRagMetadata")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*/ragCorpora/*/ragFiles/*}/ragMetadata:batchCreate")
	}
	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("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "BatchCreateRagMetadata")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &BatchCreateRagMetadataOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// UpdateRagMetadata updates a RagMetadata.
func (c *vertexRagDataRESTClient) UpdateRagMetadata(ctx context.Context, req *aiplatformpb.UpdateRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	body := req.GetRagMetadata()
	jsonReq, err := m.Marshal(body)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v", req.GetRagMetadata().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", "rag_metadata.name", url.QueryEscape(req.GetRagMetadata().GetName()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/UpdateRagMetadata")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{rag_metadata.name=projects/*/locations/*/ragCorpora/*/ragFiles/*/ragMetadata/*}")
	}
	opts = append((*c.CallOptions).UpdateRagMetadata[0:len((*c.CallOptions).UpdateRagMetadata):len((*c.CallOptions).UpdateRagMetadata)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.RagMetadata{}
	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("PATCH", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "UpdateRagMetadata")
		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
}

// GetRagMetadata gets a RagMetadata.
func (c *vertexRagDataRESTClient) GetRagMetadata(ctx context.Context, req *aiplatformpb.GetRagMetadataRequest, opts ...gax.CallOption) (*aiplatformpb.RagMetadata, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/GetRagMetadata")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/ragMetadata/*}")
	}
	opts = append((*c.CallOptions).GetRagMetadata[0:len((*c.CallOptions).GetRagMetadata):len((*c.CallOptions).GetRagMetadata)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &aiplatformpb.RagMetadata{}
	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

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "GetRagMetadata")
		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
}

// ListRagMetadata lists RagMetadata in a RagFile.
func (c *vertexRagDataRESTClient) ListRagMetadata(ctx context.Context, req *aiplatformpb.ListRagMetadataRequest, opts ...gax.CallOption) *RagMetadataIterator {
	it := &RagMetadataIterator{}
	req = proto.Clone(req).(*aiplatformpb.ListRagMetadataRequest)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.RagMetadata, string, error) {
		resp := &aiplatformpb.ListRagMetadataResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		baseUrl, err := url.Parse(c.endpoint)
		if err != nil {
			return nil, "", err
		}
		baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragMetadata", req.GetParent())

		params := url.Values{}
		params.Add("$alt", "json;enum-encoding=int")
		if req.GetPageSize() != 0 {
			params.Add("pageSize", fmt.Sprintf("%v", req.GetPageSize()))
		}
		if req.GetPageToken() != "" {
			params.Add("pageToken", fmt.Sprintf("%v", req.GetPageToken()))
		}

		baseUrl.RawQuery = params.Encode()

		// Build HTTP headers from client and context metadata.
		hds := append(c.xGoogHeaders, "Content-Type", "application/json")
		headers := gax.BuildHeaders(ctx, hds...)
		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.Header = headers

			buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "ListRagMetadata")
			if err != nil {
				return err
			}
			if err := unm.Unmarshal(buf, resp); err != nil {
				return err
			}

			return nil
		}, opts...)
		if e != nil {
			return nil, "", e
		}
		it.Response = resp
		return resp.GetRagMetadata(), resp.GetNextPageToken(), nil
	}

	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

// DeleteRagMetadata deletes a RagMetadata.
func (c *vertexRagDataRESTClient) DeleteRagMetadata(ctx context.Context, req *aiplatformpb.DeleteRagMetadataRequest, opts ...gax.CallOption) error {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%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...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetName()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/DeleteRagMetadata")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/ragMetadata/*}")
	}
	return gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("DELETE", baseUrl.String(), nil)
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		_, err = executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "DeleteRagMetadata")
		return err
	}, opts...)
}

// BatchDeleteRagMetadata batch Deletes one or more RagMetadata.
func (c *vertexRagDataRESTClient) BatchDeleteRagMetadata(ctx context.Context, req *aiplatformpb.BatchDeleteRagMetadataRequest, opts ...gax.CallOption) (*BatchDeleteRagMetadataOperation, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v/ragMetadata:batchDelete", req.GetParent())

	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", "parent", url.QueryEscape(req.GetParent()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//aiplatform.googleapis.com/%v", req.GetParent()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.aiplatform.v1beta1.VertexRagDataService/BatchDeleteRagMetadata")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{parent=projects/*/locations/*/ragCorpora/*/ragFiles/*}/ragMetadata:batchDelete")
	}
	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("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "BatchDeleteRagMetadata")
		if err != nil {
			return err
		}
		if err := unm.Unmarshal(buf, resp); err != nil {
			return err
		}

		return nil
	}, opts...)
	if e != nil {
		return nil, e
	}

	override := fmt.Sprintf("/ui/%s", resp.GetName())
	return &BatchDeleteRagMetadataOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, resp),
		pollPath: override,
	}, nil
}

// GetLocation gets information about a location.
func (c *vertexRagDataRESTClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/ui/%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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.cloud.location.Locations/GetLocation")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/ui/{name=projects/*/locations/*}")
	}
	opts = append((*c.CallOptions).GetLocation[0:len((*c.CallOptions).GetLocation):len((*c.CallOptions).GetLocation)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &locationpb.Location{}
	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

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "GetLocation")
		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
}

// ListLocations lists information about the supported locations for this service.
func (c *vertexRagDataRESTClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator {
	it := &LocationIterator{}
	req = proto.Clone(req).(*locationpb.ListLocationsRequest)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	it.InternalFetch = func(pageSize int, pageToken string) ([]*locationpb.Location, string, error) {
		resp := &locationpb.ListLocationsResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		baseUrl, err := url.Parse(c.endpoint)
		if err != nil {
			return nil, "", err
		}
		baseUrl.Path += fmt.Sprintf("/ui/%v/locations", req.GetName())

		params := url.Values{}
		params.Add("$alt", "json;enum-encoding=int")
		if req.GetFilter() != "" {
			params.Add("filter", fmt.Sprintf("%v", req.GetFilter()))
		}
		if req.GetPageSize() != 0 {
			params.Add("pageSize", fmt.Sprintf("%v", req.GetPageSize()))
		}
		if req.GetPageToken() != "" {
			params.Add("pageToken", fmt.Sprintf("%v", req.GetPageToken()))
		}

		baseUrl.RawQuery = params.Encode()

		// Build HTTP headers from client and context metadata.
		hds := append(c.xGoogHeaders, "Content-Type", "application/json")
		headers := gax.BuildHeaders(ctx, hds...)
		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.Header = headers

			buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "ListLocations")
			if err != nil {
				return err
			}
			if err := unm.Unmarshal(buf, resp); err != nil {
				return err
			}

			return nil
		}, opts...)
		if e != nil {
			return nil, "", e
		}
		it.Response = resp
		return resp.GetLocations(), resp.GetNextPageToken(), nil
	}

	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

// GetIamPolicy gets the access control policy for a resource. Returns an empty policy
// if the resource exists and does not have a policy set.
func (c *vertexRagDataRESTClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v:getIamPolicy", req.GetResource())

	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", "resource", url.QueryEscape(req.GetResource()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//iam-meta-api.googleapis.com/%v", req.GetResource()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.iam.v1.IAMPolicy/GetIamPolicy")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy")
	}
	opts = append((*c.CallOptions).GetIamPolicy[0:len((*c.CallOptions).GetIamPolicy):len((*c.CallOptions).GetIamPolicy)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &iampb.Policy{}
	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "GetIamPolicy")
		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
}

// SetIamPolicy sets the access control policy on the specified resource. Replaces
// any existing policy.
//
// Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED
// errors.
func (c *vertexRagDataRESTClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v:setIamPolicy", req.GetResource())

	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", "resource", url.QueryEscape(req.GetResource()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//iam-meta-api.googleapis.com/%v", req.GetResource()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.iam.v1.IAMPolicy/SetIamPolicy")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy")
	}
	opts = append((*c.CallOptions).SetIamPolicy[0:len((*c.CallOptions).SetIamPolicy):len((*c.CallOptions).SetIamPolicy)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &iampb.Policy{}
	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "SetIamPolicy")
		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
}

// TestIamPermissions returns permissions that a caller has on the specified resource. If the
// resource does not exist, this will return an empty set of
// permissions, not a NOT_FOUND error.
//
// Note: This operation is designed to be used for building
// permission-aware UIs and command-line tools, not for authorization
// checking. This operation may “fail open” without warning.
func (c *vertexRagDataRESTClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error) {
	m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true}
	jsonReq, err := m.Marshal(req)
	if err != nil {
		return nil, err
	}

	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/v1beta1/%v:testIamPermissions", req.GetResource())

	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", "resource", url.QueryEscape(req.GetResource()))}

	hds = append(c.xGoogHeaders, hds...)
	hds = append(hds, "Content-Type", "application/json")
	headers := gax.BuildHeaders(ctx, hds...)
	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//iam-meta-api.googleapis.com/%v", req.GetResource()))
	}
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.iam.v1.IAMPolicy/TestIamPermissions")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions")
	}
	opts = append((*c.CallOptions).TestIamPermissions[0:len((*c.CallOptions).TestIamPermissions):len((*c.CallOptions).TestIamPermissions)], opts...)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	resp := &iampb.TestIamPermissionsResponse{}
	e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("POST", baseUrl.String(), bytes.NewReader(jsonReq))
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, jsonReq, "TestIamPermissions")
		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
}

// CancelOperation is a utility method from google.longrunning.Operations.
func (c *vertexRagDataRESTClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return err
	}
	baseUrl.Path += fmt.Sprintf("/ui/%v:cancel", 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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/CancelOperation")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/ui/{name=projects/*/locations/*/operations/*}:cancel")
	}
	return gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("POST", baseUrl.String(), nil)
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		_, err = executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "CancelOperation")
		return err
	}, opts...)
}

// DeleteOperation is a utility method from google.longrunning.Operations.
func (c *vertexRagDataRESTClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return err
	}
	baseUrl.Path += fmt.Sprintf("/ui/%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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/DeleteOperation")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/ui/{name=projects/*/locations/*/operations/*}")
	}
	return gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
		if settings.Path != "" {
			baseUrl.Path = settings.Path
		}
		httpReq, err := http.NewRequest("DELETE", baseUrl.String(), nil)
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		_, err = executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "DeleteOperation")
		return err
	}, opts...)
}

// GetOperation is a utility method from google.longrunning.Operations.
func (c *vertexRagDataRESTClient) 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("/ui/%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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/GetOperation")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/ui/{name=projects/*/locations/*/operations/*}")
	}
	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

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "GetOperation")
		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
}

// ListOperations is a utility method from google.longrunning.Operations.
func (c *vertexRagDataRESTClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator {
	it := &OperationIterator{}
	req = proto.Clone(req).(*longrunningpb.ListOperationsRequest)
	unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true}
	it.InternalFetch = func(pageSize int, pageToken string) ([]*longrunningpb.Operation, string, error) {
		resp := &longrunningpb.ListOperationsResponse{}
		if pageToken != "" {
			req.PageToken = pageToken
		}
		if pageSize > math.MaxInt32 {
			req.PageSize = math.MaxInt32
		} else if pageSize != 0 {
			req.PageSize = int32(pageSize)
		}
		baseUrl, err := url.Parse(c.endpoint)
		if err != nil {
			return nil, "", err
		}
		baseUrl.Path += fmt.Sprintf("/ui/%v/operations", req.GetName())

		params := url.Values{}
		params.Add("$alt", "json;enum-encoding=int")
		if req.GetFilter() != "" {
			params.Add("filter", fmt.Sprintf("%v", req.GetFilter()))
		}
		if req.GetPageSize() != 0 {
			params.Add("pageSize", fmt.Sprintf("%v", req.GetPageSize()))
		}
		if req.GetPageToken() != "" {
			params.Add("pageToken", fmt.Sprintf("%v", req.GetPageToken()))
		}
		if req.GetReturnPartialSuccess() {
			params.Add("returnPartialSuccess", fmt.Sprintf("%v", req.GetReturnPartialSuccess()))
		}

		baseUrl.RawQuery = params.Encode()

		// Build HTTP headers from client and context metadata.
		hds := append(c.xGoogHeaders, "Content-Type", "application/json")
		headers := gax.BuildHeaders(ctx, hds...)
		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.Header = headers

			buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "ListOperations")
			if err != nil {
				return err
			}
			if err := unm.Unmarshal(buf, resp); err != nil {
				return err
			}

			return nil
		}, opts...)
		if e != nil {
			return nil, "", e
		}
		it.Response = resp
		return resp.GetOperations(), resp.GetNextPageToken(), nil
	}

	fetch := func(pageSize int, pageToken string) (string, error) {
		items, nextPageToken, err := it.InternalFetch(pageSize, pageToken)
		if err != nil {
			return "", err
		}
		it.items = append(it.items, items...)
		return nextPageToken, nil
	}

	it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf)
	it.pageInfo.MaxSize = int(req.GetPageSize())
	it.pageInfo.Token = req.GetPageToken()

	return it
}

// WaitOperation is a utility method from google.longrunning.Operations.
func (c *vertexRagDataRESTClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
	baseUrl, err := url.Parse(c.endpoint)
	if err != nil {
		return nil, err
	}
	baseUrl.Path += fmt.Sprintf("/ui/%v:wait", req.GetName())

	params := url.Values{}
	params.Add("$alt", "json;enum-encoding=int")
	if req.GetTimeout() != nil {
		field, err := protojson.Marshal(req.GetTimeout())
		if err != nil {
			return nil, err
		}
		params.Add("timeout", string(field[1:len(field)-1]))
	}

	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...)
	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.longrunning.Operations/WaitOperation")
		ctx = callctx.WithTelemetryContext(ctx, "url_template", "/ui/{name=projects/*/locations/*/operations/*}:wait")
	}
	opts = append((*c.CallOptions).WaitOperation[0:len((*c.CallOptions).WaitOperation):len((*c.CallOptions).WaitOperation)], 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("POST", baseUrl.String(), nil)
		if err != nil {
			return err
		}
		httpReq = httpReq.WithContext(ctx)
		httpReq.Header = headers

		buf, err := executeHTTPRequest(ctx, c.httpClient, httpReq, c.logger, nil, "WaitOperation")
		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
}

// BatchCreateRagDataSchemasOperation returns a new BatchCreateRagDataSchemasOperation from a given name.
// The name must be that of a previously created BatchCreateRagDataSchemasOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) BatchCreateRagDataSchemasOperation(name string) *BatchCreateRagDataSchemasOperation {
	return &BatchCreateRagDataSchemasOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// BatchCreateRagDataSchemasOperation returns a new BatchCreateRagDataSchemasOperation from a given name.
// The name must be that of a previously created BatchCreateRagDataSchemasOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) BatchCreateRagDataSchemasOperation(name string) *BatchCreateRagDataSchemasOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &BatchCreateRagDataSchemasOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// BatchCreateRagMetadataOperation returns a new BatchCreateRagMetadataOperation from a given name.
// The name must be that of a previously created BatchCreateRagMetadataOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) BatchCreateRagMetadataOperation(name string) *BatchCreateRagMetadataOperation {
	return &BatchCreateRagMetadataOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// BatchCreateRagMetadataOperation returns a new BatchCreateRagMetadataOperation from a given name.
// The name must be that of a previously created BatchCreateRagMetadataOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) BatchCreateRagMetadataOperation(name string) *BatchCreateRagMetadataOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &BatchCreateRagMetadataOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// BatchDeleteRagDataSchemasOperation returns a new BatchDeleteRagDataSchemasOperation from a given name.
// The name must be that of a previously created BatchDeleteRagDataSchemasOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) BatchDeleteRagDataSchemasOperation(name string) *BatchDeleteRagDataSchemasOperation {
	return &BatchDeleteRagDataSchemasOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// BatchDeleteRagDataSchemasOperation returns a new BatchDeleteRagDataSchemasOperation from a given name.
// The name must be that of a previously created BatchDeleteRagDataSchemasOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) BatchDeleteRagDataSchemasOperation(name string) *BatchDeleteRagDataSchemasOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &BatchDeleteRagDataSchemasOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// BatchDeleteRagMetadataOperation returns a new BatchDeleteRagMetadataOperation from a given name.
// The name must be that of a previously created BatchDeleteRagMetadataOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) BatchDeleteRagMetadataOperation(name string) *BatchDeleteRagMetadataOperation {
	return &BatchDeleteRagMetadataOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// BatchDeleteRagMetadataOperation returns a new BatchDeleteRagMetadataOperation from a given name.
// The name must be that of a previously created BatchDeleteRagMetadataOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) BatchDeleteRagMetadataOperation(name string) *BatchDeleteRagMetadataOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &BatchDeleteRagMetadataOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// CreateRagCorpusOperation returns a new CreateRagCorpusOperation from a given name.
// The name must be that of a previously created CreateRagCorpusOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) CreateRagCorpusOperation(name string) *CreateRagCorpusOperation {
	return &CreateRagCorpusOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// CreateRagCorpusOperation returns a new CreateRagCorpusOperation from a given name.
// The name must be that of a previously created CreateRagCorpusOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) CreateRagCorpusOperation(name string) *CreateRagCorpusOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &CreateRagCorpusOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// DeleteRagCorpusOperation returns a new DeleteRagCorpusOperation from a given name.
// The name must be that of a previously created DeleteRagCorpusOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) DeleteRagCorpusOperation(name string) *DeleteRagCorpusOperation {
	return &DeleteRagCorpusOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// DeleteRagCorpusOperation returns a new DeleteRagCorpusOperation from a given name.
// The name must be that of a previously created DeleteRagCorpusOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) DeleteRagCorpusOperation(name string) *DeleteRagCorpusOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &DeleteRagCorpusOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// DeleteRagFileOperation returns a new DeleteRagFileOperation from a given name.
// The name must be that of a previously created DeleteRagFileOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) DeleteRagFileOperation(name string) *DeleteRagFileOperation {
	return &DeleteRagFileOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// DeleteRagFileOperation returns a new DeleteRagFileOperation from a given name.
// The name must be that of a previously created DeleteRagFileOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) DeleteRagFileOperation(name string) *DeleteRagFileOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &DeleteRagFileOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// ImportRagFilesOperation returns a new ImportRagFilesOperation from a given name.
// The name must be that of a previously created ImportRagFilesOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) ImportRagFilesOperation(name string) *ImportRagFilesOperation {
	return &ImportRagFilesOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// ImportRagFilesOperation returns a new ImportRagFilesOperation from a given name.
// The name must be that of a previously created ImportRagFilesOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) ImportRagFilesOperation(name string) *ImportRagFilesOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &ImportRagFilesOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// UpdateRagCorpusOperation returns a new UpdateRagCorpusOperation from a given name.
// The name must be that of a previously created UpdateRagCorpusOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) UpdateRagCorpusOperation(name string) *UpdateRagCorpusOperation {
	return &UpdateRagCorpusOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// UpdateRagCorpusOperation returns a new UpdateRagCorpusOperation from a given name.
// The name must be that of a previously created UpdateRagCorpusOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) UpdateRagCorpusOperation(name string) *UpdateRagCorpusOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &UpdateRagCorpusOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}

// UpdateRagEngineConfigOperation returns a new UpdateRagEngineConfigOperation from a given name.
// The name must be that of a previously created UpdateRagEngineConfigOperation, possibly from a different process.
func (c *vertexRagDataGRPCClient) UpdateRagEngineConfigOperation(name string) *UpdateRagEngineConfigOperation {
	return &UpdateRagEngineConfigOperation{
		lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
	}
}

// UpdateRagEngineConfigOperation returns a new UpdateRagEngineConfigOperation from a given name.
// The name must be that of a previously created UpdateRagEngineConfigOperation, possibly from a different process.
func (c *vertexRagDataRESTClient) UpdateRagEngineConfigOperation(name string) *UpdateRagEngineConfigOperation {
	override := fmt.Sprintf("/ui/%s", name)
	return &UpdateRagEngineConfigOperation{
		lro:      longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}),
		pollPath: override,
	}
}
