+++ /dev/null
-// Code generated by protoc-gen-go. DO NOT EDIT.
-// source: google/cloud/ml/v1/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/v1/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/v1/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/v1/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/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" 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/v1/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/v1/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.v1.Model")
- proto.RegisterType((*Version)(nil), "google.cloud.ml.v1.Version")
- proto.RegisterType((*ManualScaling)(nil), "google.cloud.ml.v1.ManualScaling")
- proto.RegisterType((*CreateModelRequest)(nil), "google.cloud.ml.v1.CreateModelRequest")
- proto.RegisterType((*ListModelsRequest)(nil), "google.cloud.ml.v1.ListModelsRequest")
- proto.RegisterType((*ListModelsResponse)(nil), "google.cloud.ml.v1.ListModelsResponse")
- proto.RegisterType((*GetModelRequest)(nil), "google.cloud.ml.v1.GetModelRequest")
- proto.RegisterType((*DeleteModelRequest)(nil), "google.cloud.ml.v1.DeleteModelRequest")
- proto.RegisterType((*CreateVersionRequest)(nil), "google.cloud.ml.v1.CreateVersionRequest")
- proto.RegisterType((*ListVersionsRequest)(nil), "google.cloud.ml.v1.ListVersionsRequest")
- proto.RegisterType((*ListVersionsResponse)(nil), "google.cloud.ml.v1.ListVersionsResponse")
- proto.RegisterType((*GetVersionRequest)(nil), "google.cloud.ml.v1.GetVersionRequest")
- proto.RegisterType((*DeleteVersionRequest)(nil), "google.cloud.ml.v1.DeleteVersionRequest")
- proto.RegisterType((*SetDefaultVersionRequest)(nil), "google.cloud.ml.v1.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/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) (*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/v1/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/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) (*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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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/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) (*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/v1/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/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) (*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.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",
-}
-
-func init() { proto.RegisterFile("google/cloud/ml/v1/model_service.proto", fileDescriptor1) }
-
-var fileDescriptor1 = []byte{
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