new repo

[bytom/vapor.git] / vendor / 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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}