model_service.pb.go

// Copyright 2017 Google Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

// Code generated by protoc-gen-go. DO NOT EDIT.
// versions:
// 	protoc-gen-go v1.26.0
// 	protoc        v3.12.2
// source: google/cloud/ml/v1/model_service.proto

package ml

import (
	context "context"
	reflect "reflect"
	sync "sync"

	_ "google.golang.org/genproto/googleapis/api/annotations"
	_ "google.golang.org/genproto/googleapis/api/serviceconfig"
	longrunning "google.golang.org/genproto/googleapis/longrunning"
	grpc "google.golang.org/grpc"
	codes "google.golang.org/grpc/codes"
	status "google.golang.org/grpc/status"
	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
	timestamppb "google.golang.org/protobuf/types/known/timestamppb"
)

const (
	// Verify that this generated code is sufficiently up-to-date.
	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
	// Verify that runtime/protoimpl is sufficiently up-to-date.
	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
)

// Represents a machine learning solution.
//
// A model can have multiple versions, each of which is a deployed, trained
// model ready to receive prediction requests. The model itself is just a
// container.
type Model struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name specified for the model when it was created.
	//
	// The model name must be unique within the project it is created in.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional. The description specified for the model when it was created.
	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. The default version of the model. This version will be used to
	// handle prediction requests that do not specify a version.
	//
	// You can change the default version by calling
	// [projects.methods.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
	DefaultVersion *Version `protobuf:"bytes,3,opt,name=default_version,json=defaultVersion,proto3" json:"default_version,omitempty"`
	// Optional. The list of regions where the model is going to be deployed.
	// Currently only one region per model is supported.
	// Defaults to 'us-central1' if nothing is set.
	Regions []string `protobuf:"bytes,4,rep,name=regions,proto3" json:"regions,omitempty"`
	// Optional. If true, enables StackDriver Logging for online prediction.
	// Default is false.
	OnlinePredictionLogging bool `protobuf:"varint,5,opt,name=online_prediction_logging,json=onlinePredictionLogging,proto3" json:"online_prediction_logging,omitempty"`
}

func (x *Model) Reset() {
	*x = Model{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[0]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *Model) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*Model) ProtoMessage() {}

func (x *Model) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[0]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use Model.ProtoReflect.Descriptor instead.
func (*Model) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{0}
}

func (x *Model) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

func (x *Model) GetDescription() string {
	if x != nil {
		return x.Description
	}
	return ""
}

func (x *Model) GetDefaultVersion() *Version {
	if x != nil {
		return x.DefaultVersion
	}
	return nil
}

func (x *Model) GetRegions() []string {
	if x != nil {
		return x.Regions
	}
	return nil
}

func (x *Model) GetOnlinePredictionLogging() bool {
	if x != nil {
		return x.OnlinePredictionLogging
	}
	return false
}

// Represents a version of the model.
//
// Each version is a trained model deployed in the cloud, ready to handle
// prediction requests. A model can have multiple versions. You can get
// information about all of the versions of a given model by calling
// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
type Version struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required.The name specified for the version when it was created.
	//
	// The version name must be unique within the model it is created in.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional. The description specified for the version when it was created.
	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. If true, this version will be used to handle prediction
	// requests that do not specify a version.
	//
	// You can change the default version by calling
	// [projects.methods.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
	IsDefault bool `protobuf:"varint,3,opt,name=is_default,json=isDefault,proto3" json:"is_default,omitempty"`
	// Required. The Google Cloud Storage location of the trained model used to
	// create the version. See the
	// [overview of model deployment](/ml/docs/concepts/deployment-overview) for
	// more informaiton.
	//
	// When passing Version to
	// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create)
	// the model service uses the specified location as the source of the model.
	// Once deployed, the model version is hosted by the prediction service, so
	// this location is useful only as a historical record.
	DeploymentUri string `protobuf:"bytes,4,opt,name=deployment_uri,json=deploymentUri,proto3" json:"deployment_uri,omitempty"`
	// Output only. The time the version was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. The time the version was last used for prediction.
	LastUseTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=last_use_time,json=lastUseTime,proto3" json:"last_use_time,omitempty"`
	// Optional. The Google Cloud ML runtime version to use for this deployment.
	// If not set, Google Cloud ML will choose a version.
	RuntimeVersion string `protobuf:"bytes,8,opt,name=runtime_version,json=runtimeVersion,proto3" json:"runtime_version,omitempty"`
	// Optional. Manually select the number of nodes to use for serving the
	// model. If unset (i.e., by default), the number of nodes used to serve
	// the model automatically scales with traffic. However, care should be
	// taken to ramp up traffic according to the model's ability to scale. If
	// your model needs to handle bursts of traffic beyond it's ability to
	// scale, it is recommended you set this field appropriately.
	ManualScaling *ManualScaling `protobuf:"bytes,9,opt,name=manual_scaling,json=manualScaling,proto3" json:"manual_scaling,omitempty"`
}

func (x *Version) Reset() {
	*x = Version{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[1]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *Version) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*Version) ProtoMessage() {}

func (x *Version) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[1]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use Version.ProtoReflect.Descriptor instead.
func (*Version) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{1}
}

func (x *Version) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

func (x *Version) GetDescription() string {
	if x != nil {
		return x.Description
	}
	return ""
}

func (x *Version) GetIsDefault() bool {
	if x != nil {
		return x.IsDefault
	}
	return false
}

func (x *Version) GetDeploymentUri() string {
	if x != nil {
		return x.DeploymentUri
	}
	return ""
}

func (x *Version) GetCreateTime() *timestamppb.Timestamp {
	if x != nil {
		return x.CreateTime
	}
	return nil
}

func (x *Version) GetLastUseTime() *timestamppb.Timestamp {
	if x != nil {
		return x.LastUseTime
	}
	return nil
}

func (x *Version) GetRuntimeVersion() string {
	if x != nil {
		return x.RuntimeVersion
	}
	return ""
}

func (x *Version) GetManualScaling() *ManualScaling {
	if x != nil {
		return x.ManualScaling
	}
	return nil
}

// Options for manually scaling a model.
type ManualScaling struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// The number of nodes to allocate for this model. These nodes are always up,
	// starting from the time the model is deployed, so the cost of operating
	// this model will be proportional to nodes * number of hours since
	// deployment.
	Nodes int32 `protobuf:"varint,1,opt,name=nodes,proto3" json:"nodes,omitempty"`
}

func (x *ManualScaling) Reset() {
	*x = ManualScaling{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[2]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *ManualScaling) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*ManualScaling) ProtoMessage() {}

func (x *ManualScaling) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[2]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use ManualScaling.ProtoReflect.Descriptor instead.
func (*ManualScaling) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{2}
}

func (x *ManualScaling) GetNodes() int32 {
	if x != nil {
		return x.Nodes
	}
	return 0
}

// Request message for the CreateModel method.
type CreateModelRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The project name.
	//
	// Authorization: requires `Editor` role on the specified project.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The model to create.
	Model *Model `protobuf:"bytes,2,opt,name=model,proto3" json:"model,omitempty"`
}

func (x *CreateModelRequest) Reset() {
	*x = CreateModelRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[3]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *CreateModelRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*CreateModelRequest) ProtoMessage() {}

func (x *CreateModelRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[3]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use CreateModelRequest.ProtoReflect.Descriptor instead.
func (*CreateModelRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{3}
}

func (x *CreateModelRequest) GetParent() string {
	if x != nil {
		return x.Parent
	}
	return ""
}

func (x *CreateModelRequest) GetModel() *Model {
	if x != nil {
		return x.Model
	}
	return nil
}

// Request message for the ListModels method.
type ListModelsRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name of the project whose models are to be listed.
	//
	// Authorization: requires `Viewer` role on the specified project.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. A page token to request the next page of results.
	//
	// You get the token from the `next_page_token` field of the response from
	// the previous call.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Optional. The number of models to retrieve per "page" of results. If there
	// are more remaining results than this number, the response message will
	// contain a valid value in the `next_page_token` field.
	//
	// The default value is 20, and the maximum page size is 100.
	PageSize int32 `protobuf:"varint,5,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
}

func (x *ListModelsRequest) Reset() {
	*x = ListModelsRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[4]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *ListModelsRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*ListModelsRequest) ProtoMessage() {}

func (x *ListModelsRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[4]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use ListModelsRequest.ProtoReflect.Descriptor instead.
func (*ListModelsRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{4}
}

func (x *ListModelsRequest) GetParent() string {
	if x != nil {
		return x.Parent
	}
	return ""
}

func (x *ListModelsRequest) GetPageToken() string {
	if x != nil {
		return x.PageToken
	}
	return ""
}

func (x *ListModelsRequest) GetPageSize() int32 {
	if x != nil {
		return x.PageSize
	}
	return 0
}

// Response message for the ListModels method.
type ListModelsResponse struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// The list of models.
	Models []*Model `protobuf:"bytes,1,rep,name=models,proto3" json:"models,omitempty"`
	// Optional. Pass this token as the `page_token` field of the request for a
	// subsequent call.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
}

func (x *ListModelsResponse) Reset() {
	*x = ListModelsResponse{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[5]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *ListModelsResponse) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*ListModelsResponse) ProtoMessage() {}

func (x *ListModelsResponse) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[5]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use ListModelsResponse.ProtoReflect.Descriptor instead.
func (*ListModelsResponse) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{5}
}

func (x *ListModelsResponse) GetModels() []*Model {
	if x != nil {
		return x.Models
	}
	return nil
}

func (x *ListModelsResponse) GetNextPageToken() string {
	if x != nil {
		return x.NextPageToken
	}
	return ""
}

// Request message for the GetModel method.
type GetModelRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name of the model.
	//
	// Authorization: requires `Viewer` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}

func (x *GetModelRequest) Reset() {
	*x = GetModelRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[6]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *GetModelRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*GetModelRequest) ProtoMessage() {}

func (x *GetModelRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[6]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use GetModelRequest.ProtoReflect.Descriptor instead.
func (*GetModelRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{6}
}

func (x *GetModelRequest) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

// Request message for the DeleteModel method.
type DeleteModelRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name of the model.
	//
	// Authorization: requires `Editor` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}

func (x *DeleteModelRequest) Reset() {
	*x = DeleteModelRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[7]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *DeleteModelRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*DeleteModelRequest) ProtoMessage() {}

func (x *DeleteModelRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[7]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use DeleteModelRequest.ProtoReflect.Descriptor instead.
func (*DeleteModelRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{7}
}

func (x *DeleteModelRequest) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

// Uploads the provided trained model version to Cloud Machine Learning.
type CreateVersionRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name of the model.
	//
	// Authorization: requires `Editor` role on the parent project.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The version details.
	Version *Version `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
}

func (x *CreateVersionRequest) Reset() {
	*x = CreateVersionRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[8]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *CreateVersionRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*CreateVersionRequest) ProtoMessage() {}

func (x *CreateVersionRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[8]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use CreateVersionRequest.ProtoReflect.Descriptor instead.
func (*CreateVersionRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{8}
}

func (x *CreateVersionRequest) GetParent() string {
	if x != nil {
		return x.Parent
	}
	return ""
}

func (x *CreateVersionRequest) GetVersion() *Version {
	if x != nil {
		return x.Version
	}
	return nil
}

// Request message for the ListVersions method.
type ListVersionsRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name of the model for which to list the version.
	//
	// Authorization: requires `Viewer` role on the parent project.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. A page token to request the next page of results.
	//
	// You get the token from the `next_page_token` field of the response from
	// the previous call.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Optional. The number of versions to retrieve per "page" of results. If
	// there are more remaining results than this number, the response message
	// will contain a valid value in the `next_page_token` field.
	//
	// The default value is 20, and the maximum page size is 100.
	PageSize int32 `protobuf:"varint,5,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
}

func (x *ListVersionsRequest) Reset() {
	*x = ListVersionsRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[9]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *ListVersionsRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*ListVersionsRequest) ProtoMessage() {}

func (x *ListVersionsRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[9]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use ListVersionsRequest.ProtoReflect.Descriptor instead.
func (*ListVersionsRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{9}
}

func (x *ListVersionsRequest) GetParent() string {
	if x != nil {
		return x.Parent
	}
	return ""
}

func (x *ListVersionsRequest) GetPageToken() string {
	if x != nil {
		return x.PageToken
	}
	return ""
}

func (x *ListVersionsRequest) GetPageSize() int32 {
	if x != nil {
		return x.PageSize
	}
	return 0
}

// Response message for the ListVersions method.
type ListVersionsResponse struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// The list of versions.
	Versions []*Version `protobuf:"bytes,1,rep,name=versions,proto3" json:"versions,omitempty"`
	// Optional. Pass this token as the `page_token` field of the request for a
	// subsequent call.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
}

func (x *ListVersionsResponse) Reset() {
	*x = ListVersionsResponse{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[10]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *ListVersionsResponse) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*ListVersionsResponse) ProtoMessage() {}

func (x *ListVersionsResponse) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[10]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use ListVersionsResponse.ProtoReflect.Descriptor instead.
func (*ListVersionsResponse) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{10}
}

func (x *ListVersionsResponse) GetVersions() []*Version {
	if x != nil {
		return x.Versions
	}
	return nil
}

func (x *ListVersionsResponse) GetNextPageToken() string {
	if x != nil {
		return x.NextPageToken
	}
	return ""
}

// Request message for the GetVersion method.
type GetVersionRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name of the version.
	//
	// Authorization: requires `Viewer` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}

func (x *GetVersionRequest) Reset() {
	*x = GetVersionRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[11]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *GetVersionRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*GetVersionRequest) ProtoMessage() {}

func (x *GetVersionRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[11]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use GetVersionRequest.ProtoReflect.Descriptor instead.
func (*GetVersionRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{11}
}

func (x *GetVersionRequest) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

// Request message for the DeleteVerionRequest method.
type DeleteVersionRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name of the version. You can get the names of all the
	// versions of a model by calling
	// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
	//
	// Authorization: requires `Editor` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}

func (x *DeleteVersionRequest) Reset() {
	*x = DeleteVersionRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[12]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *DeleteVersionRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*DeleteVersionRequest) ProtoMessage() {}

func (x *DeleteVersionRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[12]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use DeleteVersionRequest.ProtoReflect.Descriptor instead.
func (*DeleteVersionRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{12}
}

func (x *DeleteVersionRequest) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

// Request message for the SetDefaultVersion request.
type SetDefaultVersionRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. The name of the version to make the default for the model. You
	// can get the names of all the versions of a model by calling
	// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
	//
	// Authorization: requires `Editor` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}

func (x *SetDefaultVersionRequest) Reset() {
	*x = SetDefaultVersionRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[13]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *SetDefaultVersionRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*SetDefaultVersionRequest) ProtoMessage() {}

func (x *SetDefaultVersionRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[13]
	if protoimpl.UnsafeEnabled && x != nil {
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		if ms.LoadMessageInfo() == nil {
			ms.StoreMessageInfo(mi)
		}
		return ms
	}
	return mi.MessageOf(x)
}

// Deprecated: Use SetDefaultVersionRequest.ProtoReflect.Descriptor instead.
func (*SetDefaultVersionRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{13}
}

func (x *SetDefaultVersionRequest) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

var File_google_cloud_ml_v1_model_service_proto protoreflect.FileDescriptor

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}

var (
	file_google_cloud_ml_v1_model_service_proto_rawDescOnce sync.Once
	file_google_cloud_ml_v1_model_service_proto_rawDescData = file_google_cloud_ml_v1_model_service_proto_rawDesc
)

func file_google_cloud_ml_v1_model_service_proto_rawDescGZIP() []byte {
	file_google_cloud_ml_v1_model_service_proto_rawDescOnce.Do(func() {
		file_google_cloud_ml_v1_model_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_ml_v1_model_service_proto_rawDescData)
	})
	return file_google_cloud_ml_v1_model_service_proto_rawDescData
}

var file_google_cloud_ml_v1_model_service_proto_msgTypes = make([]protoimpl.MessageInfo, 14)
var file_google_cloud_ml_v1_model_service_proto_goTypes = []interface{}{
	(*Model)(nil),                    // 0: google.cloud.ml.v1.Model
	(*Version)(nil),                  // 1: google.cloud.ml.v1.Version
	(*ManualScaling)(nil),            // 2: google.cloud.ml.v1.ManualScaling
	(*CreateModelRequest)(nil),       // 3: google.cloud.ml.v1.CreateModelRequest
	(*ListModelsRequest)(nil),        // 4: google.cloud.ml.v1.ListModelsRequest
	(*ListModelsResponse)(nil),       // 5: google.cloud.ml.v1.ListModelsResponse
	(*GetModelRequest)(nil),          // 6: google.cloud.ml.v1.GetModelRequest
	(*DeleteModelRequest)(nil),       // 7: google.cloud.ml.v1.DeleteModelRequest
	(*CreateVersionRequest)(nil),     // 8: google.cloud.ml.v1.CreateVersionRequest
	(*ListVersionsRequest)(nil),      // 9: google.cloud.ml.v1.ListVersionsRequest
	(*ListVersionsResponse)(nil),     // 10: google.cloud.ml.v1.ListVersionsResponse
	(*GetVersionRequest)(nil),        // 11: google.cloud.ml.v1.GetVersionRequest
	(*DeleteVersionRequest)(nil),     // 12: google.cloud.ml.v1.DeleteVersionRequest
	(*SetDefaultVersionRequest)(nil), // 13: google.cloud.ml.v1.SetDefaultVersionRequest
	(*timestamppb.Timestamp)(nil),    // 14: google.protobuf.Timestamp
	(*longrunning.Operation)(nil),    // 15: google.longrunning.Operation
}
var file_google_cloud_ml_v1_model_service_proto_depIdxs = []int32{
	1,  // 0: google.cloud.ml.v1.Model.default_version:type_name -> google.cloud.ml.v1.Version
	14, // 1: google.cloud.ml.v1.Version.create_time:type_name -> google.protobuf.Timestamp
	14, // 2: google.cloud.ml.v1.Version.last_use_time:type_name -> google.protobuf.Timestamp
	2,  // 3: google.cloud.ml.v1.Version.manual_scaling:type_name -> google.cloud.ml.v1.ManualScaling
	0,  // 4: google.cloud.ml.v1.CreateModelRequest.model:type_name -> google.cloud.ml.v1.Model
	0,  // 5: google.cloud.ml.v1.ListModelsResponse.models:type_name -> google.cloud.ml.v1.Model
	1,  // 6: google.cloud.ml.v1.CreateVersionRequest.version:type_name -> google.cloud.ml.v1.Version
	1,  // 7: google.cloud.ml.v1.ListVersionsResponse.versions:type_name -> google.cloud.ml.v1.Version
	3,  // 8: google.cloud.ml.v1.ModelService.CreateModel:input_type -> google.cloud.ml.v1.CreateModelRequest
	4,  // 9: google.cloud.ml.v1.ModelService.ListModels:input_type -> google.cloud.ml.v1.ListModelsRequest
	6,  // 10: google.cloud.ml.v1.ModelService.GetModel:input_type -> google.cloud.ml.v1.GetModelRequest
	7,  // 11: google.cloud.ml.v1.ModelService.DeleteModel:input_type -> google.cloud.ml.v1.DeleteModelRequest
	8,  // 12: google.cloud.ml.v1.ModelService.CreateVersion:input_type -> google.cloud.ml.v1.CreateVersionRequest
	9,  // 13: google.cloud.ml.v1.ModelService.ListVersions:input_type -> google.cloud.ml.v1.ListVersionsRequest
	11, // 14: google.cloud.ml.v1.ModelService.GetVersion:input_type -> google.cloud.ml.v1.GetVersionRequest
	12, // 15: google.cloud.ml.v1.ModelService.DeleteVersion:input_type -> google.cloud.ml.v1.DeleteVersionRequest
	13, // 16: google.cloud.ml.v1.ModelService.SetDefaultVersion:input_type -> google.cloud.ml.v1.SetDefaultVersionRequest
	0,  // 17: google.cloud.ml.v1.ModelService.CreateModel:output_type -> google.cloud.ml.v1.Model
	5,  // 18: google.cloud.ml.v1.ModelService.ListModels:output_type -> google.cloud.ml.v1.ListModelsResponse
	0,  // 19: google.cloud.ml.v1.ModelService.GetModel:output_type -> google.cloud.ml.v1.Model
	15, // 20: google.cloud.ml.v1.ModelService.DeleteModel:output_type -> google.longrunning.Operation
	15, // 21: google.cloud.ml.v1.ModelService.CreateVersion:output_type -> google.longrunning.Operation
	10, // 22: google.cloud.ml.v1.ModelService.ListVersions:output_type -> google.cloud.ml.v1.ListVersionsResponse
	1,  // 23: google.cloud.ml.v1.ModelService.GetVersion:output_type -> google.cloud.ml.v1.Version
	15, // 24: google.cloud.ml.v1.ModelService.DeleteVersion:output_type -> google.longrunning.Operation
	1,  // 25: google.cloud.ml.v1.ModelService.SetDefaultVersion:output_type -> google.cloud.ml.v1.Version
	17, // [17:26] is the sub-list for method output_type
	8,  // [8:17] is the sub-list for method input_type
	8,  // [8:8] is the sub-list for extension type_name
	8,  // [8:8] is the sub-list for extension extendee
	0,  // [0:8] is the sub-list for field type_name
}

func init() { file_google_cloud_ml_v1_model_service_proto_init() }
func file_google_cloud_ml_v1_model_service_proto_init() {
	if File_google_cloud_ml_v1_model_service_proto != nil {
		return
	}
	if !protoimpl.UnsafeEnabled {
		file_google_cloud_ml_v1_model_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*Model); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*Version); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*ManualScaling); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*CreateModelRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*ListModelsRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*ListModelsResponse); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*GetModelRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*DeleteModelRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*CreateVersionRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*ListVersionsRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*ListVersionsResponse); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*GetVersionRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*DeleteVersionRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_ml_v1_model_service_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*SetDefaultVersionRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
	}
	type x struct{}
	out := protoimpl.TypeBuilder{
		File: protoimpl.DescBuilder{
			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
			RawDescriptor: file_google_cloud_ml_v1_model_service_proto_rawDesc,
			NumEnums:      0,
			NumMessages:   14,
			NumExtensions: 0,
			NumServices:   1,
		},
		GoTypes:           file_google_cloud_ml_v1_model_service_proto_goTypes,
		DependencyIndexes: file_google_cloud_ml_v1_model_service_proto_depIdxs,
		MessageInfos:      file_google_cloud_ml_v1_model_service_proto_msgTypes,
	}.Build()
	File_google_cloud_ml_v1_model_service_proto = out.File
	file_google_cloud_ml_v1_model_service_proto_rawDesc = nil
	file_google_cloud_ml_v1_model_service_proto_goTypes = nil
	file_google_cloud_ml_v1_model_service_proto_depIdxs = nil
}

// Reference imports to suppress errors if they are not otherwise used.
var _ context.Context
var _ grpc.ClientConnInterface

// This is a compile-time assertion to ensure that this generated file
// is compatible with the grpc package it is being compiled against.
const _ = grpc.SupportPackageIsVersion6

// ModelServiceClient is the client API for ModelService service.
//
// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.
type ModelServiceClient interface {
	// Creates a model which will later contain one or more versions.
	//
	// You must add at least one version before you can request predictions from
	// the model. Add versions by calling
	// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create).
	CreateModel(ctx context.Context, in *CreateModelRequest, opts ...grpc.CallOption) (*Model, error)
	// Lists the models in a project.
	//
	// Each project can contain multiple models, and each model can have multiple
	// versions.
	ListModels(ctx context.Context, in *ListModelsRequest, opts ...grpc.CallOption) (*ListModelsResponse, error)
	// Gets information about a model, including its name, the description (if
	// set), and the default version (if at least one version of the model has
	// been deployed).
	GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*Model, error)
	// Deletes a model.
	//
	// You can only delete a model if there are no versions in it. You can delete
	// versions by calling
	// [projects.models.versions.delete](/ml/reference/rest/v1/projects.models.versions/delete).
	DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Creates a new version of a model from a trained TensorFlow model.
	//
	// If the version created in the cloud by this call is the first deployed
	// version of the specified model, it will be made the default version of the
	// model. When you add a version to a model that already has one or more
	// versions, the default version does not automatically change. If you want a
	// new version to be the default, you must call
	// [projects.models.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
	CreateVersion(ctx context.Context, in *CreateVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Gets basic information about all the versions of a model.
	//
	// If you expect that a model has a lot of versions, or if you need to handle
	// only a limited number of results at a time, you can request that the list
	// be retrieved in batches (called pages):
	ListVersions(ctx context.Context, in *ListVersionsRequest, opts ...grpc.CallOption) (*ListVersionsResponse, error)
	// Gets information about a model version.
	//
	// Models can have multiple versions. You can call
	// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list)
	// to get the same information that this method returns for all of the
	// versions of a model.
	GetVersion(ctx context.Context, in *GetVersionRequest, opts ...grpc.CallOption) (*Version, error)
	// Deletes a model version.
	//
	// Each model can have multiple versions deployed and in use at any given
	// time. Use this method to remove a single version.
	//
	// Note: You cannot delete the version that is set as the default version
	// of the model unless it is the only remaining version.
	DeleteVersion(ctx context.Context, in *DeleteVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Designates a version to be the default for the model.
	//
	// The default version is used for prediction requests made against the model
	// that don't specify a version.
	//
	// The first version to be created for a model is automatically set as the
	// default. You must make any subsequent changes to the default version
	// setting manually using this method.
	SetDefaultVersion(ctx context.Context, in *SetDefaultVersionRequest, opts ...grpc.CallOption) (*Version, error)
}

type modelServiceClient struct {
	cc grpc.ClientConnInterface
}

func NewModelServiceClient(cc grpc.ClientConnInterface) ModelServiceClient {
	return &modelServiceClient{cc}
}

func (c *modelServiceClient) CreateModel(ctx context.Context, in *CreateModelRequest, opts ...grpc.CallOption) (*Model, error) {
	out := new(Model)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/CreateModel", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) ListModels(ctx context.Context, in *ListModelsRequest, opts ...grpc.CallOption) (*ListModelsResponse, error) {
	out := new(ListModelsResponse)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/ListModels", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*Model, error) {
	out := new(Model)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/GetModel", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
	out := new(longrunning.Operation)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/DeleteModel", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) CreateVersion(ctx context.Context, in *CreateVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
	out := new(longrunning.Operation)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/CreateVersion", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) ListVersions(ctx context.Context, in *ListVersionsRequest, opts ...grpc.CallOption) (*ListVersionsResponse, error) {
	out := new(ListVersionsResponse)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/ListVersions", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) GetVersion(ctx context.Context, in *GetVersionRequest, opts ...grpc.CallOption) (*Version, error) {
	out := new(Version)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/GetVersion", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) DeleteVersion(ctx context.Context, in *DeleteVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
	out := new(longrunning.Operation)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/DeleteVersion", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) SetDefaultVersion(ctx context.Context, in *SetDefaultVersionRequest, opts ...grpc.CallOption) (*Version, error) {
	out := new(Version)
	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/SetDefaultVersion", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

// ModelServiceServer is the server API for ModelService service.
type ModelServiceServer interface {
	// Creates a model which will later contain one or more versions.
	//
	// You must add at least one version before you can request predictions from
	// the model. Add versions by calling
	// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create).
	CreateModel(context.Context, *CreateModelRequest) (*Model, error)
	// Lists the models in a project.
	//
	// Each project can contain multiple models, and each model can have multiple
	// versions.
	ListModels(context.Context, *ListModelsRequest) (*ListModelsResponse, error)
	// Gets information about a model, including its name, the description (if
	// set), and the default version (if at least one version of the model has
	// been deployed).
	GetModel(context.Context, *GetModelRequest) (*Model, error)
	// Deletes a model.
	//
	// You can only delete a model if there are no versions in it. You can delete
	// versions by calling
	// [projects.models.versions.delete](/ml/reference/rest/v1/projects.models.versions/delete).
	DeleteModel(context.Context, *DeleteModelRequest) (*longrunning.Operation, error)
	// Creates a new version of a model from a trained TensorFlow model.
	//
	// If the version created in the cloud by this call is the first deployed
	// version of the specified model, it will be made the default version of the
	// model. When you add a version to a model that already has one or more
	// versions, the default version does not automatically change. If you want a
	// new version to be the default, you must call
	// [projects.models.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
	CreateVersion(context.Context, *CreateVersionRequest) (*longrunning.Operation, error)
	// Gets basic information about all the versions of a model.
	//
	// If you expect that a model has a lot of versions, or if you need to handle
	// only a limited number of results at a time, you can request that the list
	// be retrieved in batches (called pages):
	ListVersions(context.Context, *ListVersionsRequest) (*ListVersionsResponse, error)
	// Gets information about a model version.
	//
	// Models can have multiple versions. You can call
	// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list)
	// to get the same information that this method returns for all of the
	// versions of a model.
	GetVersion(context.Context, *GetVersionRequest) (*Version, error)
	// Deletes a model version.
	//
	// Each model can have multiple versions deployed and in use at any given
	// time. Use this method to remove a single version.
	//
	// Note: You cannot delete the version that is set as the default version
	// of the model unless it is the only remaining version.
	DeleteVersion(context.Context, *DeleteVersionRequest) (*longrunning.Operation, error)
	// Designates a version to be the default for the model.
	//
	// The default version is used for prediction requests made against the model
	// that don't specify a version.
	//
	// The first version to be created for a model is automatically set as the
	// default. You must make any subsequent changes to the default version
	// setting manually using this method.
	SetDefaultVersion(context.Context, *SetDefaultVersionRequest) (*Version, error)
}

// UnimplementedModelServiceServer can be embedded to have forward compatible implementations.
type UnimplementedModelServiceServer struct {
}

func (*UnimplementedModelServiceServer) CreateModel(context.Context, *CreateModelRequest) (*Model, error) {
	return nil, status.Errorf(codes.Unimplemented, "method CreateModel not implemented")
}
func (*UnimplementedModelServiceServer) ListModels(context.Context, *ListModelsRequest) (*ListModelsResponse, error) {
	return nil, status.Errorf(codes.Unimplemented, "method ListModels not implemented")
}
func (*UnimplementedModelServiceServer) GetModel(context.Context, *GetModelRequest) (*Model, error) {
	return nil, status.Errorf(codes.Unimplemented, "method GetModel not implemented")
}
func (*UnimplementedModelServiceServer) DeleteModel(context.Context, *DeleteModelRequest) (*longrunning.Operation, error) {
	return nil, status.Errorf(codes.Unimplemented, "method DeleteModel not implemented")
}
func (*UnimplementedModelServiceServer) CreateVersion(context.Context, *CreateVersionRequest) (*longrunning.Operation, error) {
	return nil, status.Errorf(codes.Unimplemented, "method CreateVersion not implemented")
}
func (*UnimplementedModelServiceServer) ListVersions(context.Context, *ListVersionsRequest) (*ListVersionsResponse, error) {
	return nil, status.Errorf(codes.Unimplemented, "method ListVersions not implemented")
}
func (*UnimplementedModelServiceServer) GetVersion(context.Context, *GetVersionRequest) (*Version, error) {
	return nil, status.Errorf(codes.Unimplemented, "method GetVersion not implemented")
}
func (*UnimplementedModelServiceServer) DeleteVersion(context.Context, *DeleteVersionRequest) (*longrunning.Operation, error) {
	return nil, status.Errorf(codes.Unimplemented, "method DeleteVersion not implemented")
}
func (*UnimplementedModelServiceServer) SetDefaultVersion(context.Context, *SetDefaultVersionRequest) (*Version, error) {
	return nil, status.Errorf(codes.Unimplemented, "method SetDefaultVersion not implemented")
}

func RegisterModelServiceServer(s *grpc.Server, srv ModelServiceServer) {
	s.RegisterService(&_ModelService_serviceDesc, srv)
}

func _ModelService_CreateModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(CreateModelRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).CreateModel(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/CreateModel",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).CreateModel(ctx, req.(*CreateModelRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _ModelService_ListModels_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(ListModelsRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).ListModels(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/ListModels",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).ListModels(ctx, req.(*ListModelsRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _ModelService_GetModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(GetModelRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).GetModel(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/GetModel",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).GetModel(ctx, req.(*GetModelRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _ModelService_DeleteModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(DeleteModelRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).DeleteModel(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/DeleteModel",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).DeleteModel(ctx, req.(*DeleteModelRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _ModelService_CreateVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(CreateVersionRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).CreateVersion(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/CreateVersion",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).CreateVersion(ctx, req.(*CreateVersionRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _ModelService_ListVersions_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(ListVersionsRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).ListVersions(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/ListVersions",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).ListVersions(ctx, req.(*ListVersionsRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _ModelService_GetVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(GetVersionRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).GetVersion(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/GetVersion",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).GetVersion(ctx, req.(*GetVersionRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _ModelService_DeleteVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(DeleteVersionRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).DeleteVersion(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/DeleteVersion",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).DeleteVersion(ctx, req.(*DeleteVersionRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _ModelService_SetDefaultVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(SetDefaultVersionRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(ModelServiceServer).SetDefaultVersion(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.ml.v1.ModelService/SetDefaultVersion",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(ModelServiceServer).SetDefaultVersion(ctx, req.(*SetDefaultVersionRequest))
	}
	return interceptor(ctx, in, info, handler)
}

var _ModelService_serviceDesc = grpc.ServiceDesc{
	ServiceName: "google.cloud.ml.v1.ModelService",
	HandlerType: (*ModelServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "CreateModel",
			Handler:    _ModelService_CreateModel_Handler,
		},
		{
			MethodName: "ListModels",
			Handler:    _ModelService_ListModels_Handler,
		},
		{
			MethodName: "GetModel",
			Handler:    _ModelService_GetModel_Handler,
		},
		{
			MethodName: "DeleteModel",
			Handler:    _ModelService_DeleteModel_Handler,
		},
		{
			MethodName: "CreateVersion",
			Handler:    _ModelService_CreateVersion_Handler,
		},
		{
			MethodName: "ListVersions",
			Handler:    _ModelService_ListVersions_Handler,
		},
		{
			MethodName: "GetVersion",
			Handler:    _ModelService_GetVersion_Handler,
		},
		{
			MethodName: "DeleteVersion",
			Handler:    _ModelService_DeleteVersion_Handler,
		},
		{
			MethodName: "SetDefaultVersion",
			Handler:    _ModelService_SetDefaultVersion_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "google/cloud/ml/v1/model_service.proto",
}