golang-google-genproto-dev 0.0~git20171123.7f0da29-1 / usr / share / gocode / src / google.golang.org / genproto / googleapis / cloud / ml / v1beta1 / model_service.pb.go

// Code generated by protoc-gen-go. DO NOT EDIT.
// source: google/cloud/ml/v1beta1/model_service.proto

package ml

import proto "github.com/golang/protobuf/proto"
import fmt "fmt"
import math "math"
import _ "google.golang.org/genproto/googleapis/api/annotations"
import _ "google.golang.org/genproto/googleapis/api/serviceconfig"
import google_longrunning "google.golang.org/genproto/googleapis/longrunning"
import google_protobuf2 "github.com/golang/protobuf/ptypes/timestamp"

import (
	context "golang.org/x/net/context"
	grpc "google.golang.org/grpc"
)

// Reference imports to suppress errors if they are not otherwise used.
var _ = proto.Marshal
var _ = fmt.Errorf
var _ = math.Inf

// 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 {
	// 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" json:"name,omitempty"`
	// Optional. The description specified for the model when it was created.
	Description string `protobuf:"bytes,2,opt,name=description" 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/v1beta1/projects.models.versions/setDefault).
	DefaultVersion *Version `protobuf:"bytes,3,opt,name=default_version,json=defaultVersion" 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" 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" json:"online_prediction_logging,omitempty"`
}

func (m *Model) Reset()                    { *m = Model{} }
func (m *Model) String() string            { return proto.CompactTextString(m) }
func (*Model) ProtoMessage()               {}
func (*Model) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{0} }

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

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

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

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

func (m *Model) GetOnlinePredictionLogging() bool {
	if m != nil {
		return m.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/v1beta1/projects.models.versions/list).
type Version struct {
	// 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" json:"name,omitempty"`
	// Optional. The description specified for the version when it was created.
	Description string `protobuf:"bytes,2,opt,name=description" 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/v1beta1/projects.models.versions/setDefault).
	IsDefault bool `protobuf:"varint,3,opt,name=is_default,json=isDefault" 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/v1beta1/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" json:"deployment_uri,omitempty"`
	// Output only. The time the version was created.
	CreateTime *google_protobuf2.Timestamp `protobuf:"bytes,5,opt,name=create_time,json=createTime" json:"create_time,omitempty"`
	// Output only. The time the version was last used for prediction.
	LastUseTime *google_protobuf2.Timestamp `protobuf:"bytes,6,opt,name=last_use_time,json=lastUseTime" 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" 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" json:"manual_scaling,omitempty"`
}

func (m *Version) Reset()                    { *m = Version{} }
func (m *Version) String() string            { return proto.CompactTextString(m) }
func (*Version) ProtoMessage()               {}
func (*Version) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{1} }

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

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

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

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

func (m *Version) GetCreateTime() *google_protobuf2.Timestamp {
	if m != nil {
		return m.CreateTime
	}
	return nil
}

func (m *Version) GetLastUseTime() *google_protobuf2.Timestamp {
	if m != nil {
		return m.LastUseTime
	}
	return nil
}

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

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

// Options for manually scaling a model.
type ManualScaling struct {
	// 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" json:"nodes,omitempty"`
}

func (m *ManualScaling) Reset()                    { *m = ManualScaling{} }
func (m *ManualScaling) String() string            { return proto.CompactTextString(m) }
func (*ManualScaling) ProtoMessage()               {}
func (*ManualScaling) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{2} }

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

// Request message for the CreateModel method.
type CreateModelRequest struct {
	// Required. The project name.
	//
	// Authorization: requires `Editor` role on the specified project.
	Parent string `protobuf:"bytes,1,opt,name=parent" json:"parent,omitempty"`
	// Required. The model to create.
	Model *Model `protobuf:"bytes,2,opt,name=model" json:"model,omitempty"`
}

func (m *CreateModelRequest) Reset()                    { *m = CreateModelRequest{} }
func (m *CreateModelRequest) String() string            { return proto.CompactTextString(m) }
func (*CreateModelRequest) ProtoMessage()               {}
func (*CreateModelRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{3} }

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

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

// Request message for the ListModels method.
type ListModelsRequest struct {
	// 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" 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" 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" json:"page_size,omitempty"`
}

func (m *ListModelsRequest) Reset()                    { *m = ListModelsRequest{} }
func (m *ListModelsRequest) String() string            { return proto.CompactTextString(m) }
func (*ListModelsRequest) ProtoMessage()               {}
func (*ListModelsRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{4} }

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

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

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

// Response message for the ListModels method.
type ListModelsResponse struct {
	// The list of models.
	Models []*Model `protobuf:"bytes,1,rep,name=models" 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" json:"next_page_token,omitempty"`
}

func (m *ListModelsResponse) Reset()                    { *m = ListModelsResponse{} }
func (m *ListModelsResponse) String() string            { return proto.CompactTextString(m) }
func (*ListModelsResponse) ProtoMessage()               {}
func (*ListModelsResponse) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{5} }

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

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

// Request message for the GetModel method.
type GetModelRequest struct {
	// Required. The name of the model.
	//
	// Authorization: requires `Viewer` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
}

func (m *GetModelRequest) Reset()                    { *m = GetModelRequest{} }
func (m *GetModelRequest) String() string            { return proto.CompactTextString(m) }
func (*GetModelRequest) ProtoMessage()               {}
func (*GetModelRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{6} }

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

// Request message for the DeleteModel method.
type DeleteModelRequest struct {
	// Required. The name of the model.
	//
	// Authorization: requires `Editor` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
}

func (m *DeleteModelRequest) Reset()                    { *m = DeleteModelRequest{} }
func (m *DeleteModelRequest) String() string            { return proto.CompactTextString(m) }
func (*DeleteModelRequest) ProtoMessage()               {}
func (*DeleteModelRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{7} }

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

// Uploads the provided trained model version to Cloud Machine Learning.
type CreateVersionRequest struct {
	// Required. The name of the model.
	//
	// Authorization: requires `Editor` role on the parent project.
	Parent string `protobuf:"bytes,1,opt,name=parent" json:"parent,omitempty"`
	// Required. The version details.
	Version *Version `protobuf:"bytes,2,opt,name=version" json:"version,omitempty"`
}

func (m *CreateVersionRequest) Reset()                    { *m = CreateVersionRequest{} }
func (m *CreateVersionRequest) String() string            { return proto.CompactTextString(m) }
func (*CreateVersionRequest) ProtoMessage()               {}
func (*CreateVersionRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{8} }

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

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

// Request message for the ListVersions method.
type ListVersionsRequest struct {
	// 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" 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" 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" json:"page_size,omitempty"`
}

func (m *ListVersionsRequest) Reset()                    { *m = ListVersionsRequest{} }
func (m *ListVersionsRequest) String() string            { return proto.CompactTextString(m) }
func (*ListVersionsRequest) ProtoMessage()               {}
func (*ListVersionsRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{9} }

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

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

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

// Response message for the ListVersions method.
type ListVersionsResponse struct {
	// The list of versions.
	Versions []*Version `protobuf:"bytes,1,rep,name=versions" 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" json:"next_page_token,omitempty"`
}

func (m *ListVersionsResponse) Reset()                    { *m = ListVersionsResponse{} }
func (m *ListVersionsResponse) String() string            { return proto.CompactTextString(m) }
func (*ListVersionsResponse) ProtoMessage()               {}
func (*ListVersionsResponse) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{10} }

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

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

// Request message for the GetVersion method.
type GetVersionRequest struct {
	// Required. The name of the version.
	//
	// Authorization: requires `Viewer` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
}

func (m *GetVersionRequest) Reset()                    { *m = GetVersionRequest{} }
func (m *GetVersionRequest) String() string            { return proto.CompactTextString(m) }
func (*GetVersionRequest) ProtoMessage()               {}
func (*GetVersionRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{11} }

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

// Request message for the DeleteVerionRequest method.
type DeleteVersionRequest struct {
	// 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/v1beta1/projects.models.versions/list).
	//
	// Authorization: requires `Editor` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
}

func (m *DeleteVersionRequest) Reset()                    { *m = DeleteVersionRequest{} }
func (m *DeleteVersionRequest) String() string            { return proto.CompactTextString(m) }
func (*DeleteVersionRequest) ProtoMessage()               {}
func (*DeleteVersionRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{12} }

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

// Request message for the SetDefaultVersion request.
type SetDefaultVersionRequest struct {
	// 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/v1beta1/projects.models.versions/list).
	//
	// Authorization: requires `Editor` role on the parent project.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
}

func (m *SetDefaultVersionRequest) Reset()                    { *m = SetDefaultVersionRequest{} }
func (m *SetDefaultVersionRequest) String() string            { return proto.CompactTextString(m) }
func (*SetDefaultVersionRequest) ProtoMessage()               {}
func (*SetDefaultVersionRequest) Descriptor() ([]byte, []int) { return fileDescriptor1, []int{13} }

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

func init() {
	proto.RegisterType((*Model)(nil), "google.cloud.ml.v1beta1.Model")
	proto.RegisterType((*Version)(nil), "google.cloud.ml.v1beta1.Version")
	proto.RegisterType((*ManualScaling)(nil), "google.cloud.ml.v1beta1.ManualScaling")
	proto.RegisterType((*CreateModelRequest)(nil), "google.cloud.ml.v1beta1.CreateModelRequest")
	proto.RegisterType((*ListModelsRequest)(nil), "google.cloud.ml.v1beta1.ListModelsRequest")
	proto.RegisterType((*ListModelsResponse)(nil), "google.cloud.ml.v1beta1.ListModelsResponse")
	proto.RegisterType((*GetModelRequest)(nil), "google.cloud.ml.v1beta1.GetModelRequest")
	proto.RegisterType((*DeleteModelRequest)(nil), "google.cloud.ml.v1beta1.DeleteModelRequest")
	proto.RegisterType((*CreateVersionRequest)(nil), "google.cloud.ml.v1beta1.CreateVersionRequest")
	proto.RegisterType((*ListVersionsRequest)(nil), "google.cloud.ml.v1beta1.ListVersionsRequest")
	proto.RegisterType((*ListVersionsResponse)(nil), "google.cloud.ml.v1beta1.ListVersionsResponse")
	proto.RegisterType((*GetVersionRequest)(nil), "google.cloud.ml.v1beta1.GetVersionRequest")
	proto.RegisterType((*DeleteVersionRequest)(nil), "google.cloud.ml.v1beta1.DeleteVersionRequest")
	proto.RegisterType((*SetDefaultVersionRequest)(nil), "google.cloud.ml.v1beta1.SetDefaultVersionRequest")
}

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

// 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.SupportPackageIsVersion4

// Client API for ModelService service

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/v1beta1/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/v1beta1/projects.models.versions/delete).
	DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*google_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/v1beta1/projects.models.versions/setDefault).
	CreateVersion(ctx context.Context, in *CreateVersionRequest, opts ...grpc.CallOption) (*google_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/v1beta1/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) (*google_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.ClientConn
}

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

func (c *modelServiceClient) CreateModel(ctx context.Context, in *CreateModelRequest, opts ...grpc.CallOption) (*Model, error) {
	out := new(Model)
	err := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/CreateModel", in, out, c.cc, 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 := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/ListModels", in, out, c.cc, 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 := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/GetModel", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*google_longrunning.Operation, error) {
	out := new(google_longrunning.Operation)
	err := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/DeleteModel", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) CreateVersion(ctx context.Context, in *CreateVersionRequest, opts ...grpc.CallOption) (*google_longrunning.Operation, error) {
	out := new(google_longrunning.Operation)
	err := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/CreateVersion", in, out, c.cc, 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 := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/ListVersions", in, out, c.cc, 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 := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/GetVersion", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *modelServiceClient) DeleteVersion(ctx context.Context, in *DeleteVersionRequest, opts ...grpc.CallOption) (*google_longrunning.Operation, error) {
	out := new(google_longrunning.Operation)
	err := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/DeleteVersion", in, out, c.cc, 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 := grpc.Invoke(ctx, "/google.cloud.ml.v1beta1.ModelService/SetDefaultVersion", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

// 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/v1beta1/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/v1beta1/projects.models.versions/delete).
	DeleteModel(context.Context, *DeleteModelRequest) (*google_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/v1beta1/projects.models.versions/setDefault).
	CreateVersion(context.Context, *CreateVersionRequest) (*google_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/v1beta1/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) (*google_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)
}

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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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/v1beta1/model_service.proto",
}

func init() { proto.RegisterFile("google/cloud/ml/v1beta1/model_service.proto", fileDescriptor1) }

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}