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fuchsia / third_party / github.com / googleapis / go-genproto / 0f60399e663424ecd83e7f66c98d7888db23948f / . / googleapis / cloud / ml / v1 / model_service.pb.go
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// Copyright 2017 Google Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// Code generated by protoc-gen-go. DO NOT EDIT.
// versions:
// protoc-gen-go v1.22.0
// protoc v3.12.2
// source: google/cloud/ml/v1/model_service.proto
package ml
import (
context "context"
reflect "reflect"
sync "sync"
proto "github.com/golang/protobuf/proto"
timestamp "github.com/golang/protobuf/ptypes/timestamp"
_ "google.golang.org/genproto/googleapis/api/annotations"
_ "google.golang.org/genproto/googleapis/api/serviceconfig"
longrunning "google.golang.org/genproto/googleapis/longrunning"
grpc "google.golang.org/grpc"
codes "google.golang.org/grpc/codes"
status "google.golang.org/grpc/status"
protoreflect "google.golang.org/protobuf/reflect/protoreflect"
protoimpl "google.golang.org/protobuf/runtime/protoimpl"
)
const (
// Verify that this generated code is sufficiently up-to-date.
_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
// Verify that runtime/protoimpl is sufficiently up-to-date.
_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
)
// This is a compile-time assertion that a sufficiently up-to-date version
// of the legacy proto package is being used.
const _ = proto.ProtoPackageIsVersion4
// Represents a machine learning solution.
//
// A model can have multiple versions, each of which is a deployed, trained
// model ready to receive prediction requests. The model itself is just a
// container.
type Model struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name specified for the model when it was created.
//
// The model name must be unique within the project it is created in.
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
// Optional. The description specified for the model when it was created.
Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
// Output only. The default version of the model. This version will be used to
// handle prediction requests that do not specify a version.
//
// You can change the default version by calling
// [projects.methods.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
DefaultVersion *Version `protobuf:"bytes,3,opt,name=default_version,json=defaultVersion,proto3" json:"default_version,omitempty"`
// Optional. The list of regions where the model is going to be deployed.
// Currently only one region per model is supported.
// Defaults to 'us-central1' if nothing is set.
Regions []string `protobuf:"bytes,4,rep,name=regions,proto3" json:"regions,omitempty"`
// Optional. If true, enables StackDriver Logging for online prediction.
// Default is false.
OnlinePredictionLogging bool `protobuf:"varint,5,opt,name=online_prediction_logging,json=onlinePredictionLogging,proto3" json:"online_prediction_logging,omitempty"`
}
func (x *Model) Reset() {
*x = Model{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[0]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *Model) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*Model) ProtoMessage() {}
func (x *Model) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[0]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use Model.ProtoReflect.Descriptor instead.
func (*Model) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{0}
}
func (x *Model) GetName() string {
if x != nil {
return x.Name
}
return ""
}
func (x *Model) GetDescription() string {
if x != nil {
return x.Description
}
return ""
}
func (x *Model) GetDefaultVersion() *Version {
if x != nil {
return x.DefaultVersion
}
return nil
}
func (x *Model) GetRegions() []string {
if x != nil {
return x.Regions
}
return nil
}
func (x *Model) GetOnlinePredictionLogging() bool {
if x != nil {
return x.OnlinePredictionLogging
}
return false
}
// Represents a version of the model.
//
// Each version is a trained model deployed in the cloud, ready to handle
// prediction requests. A model can have multiple versions. You can get
// information about all of the versions of a given model by calling
// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
type Version struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required.The name specified for the version when it was created.
//
// The version name must be unique within the model it is created in.
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
// Optional. The description specified for the version when it was created.
Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
// Output only. If true, this version will be used to handle prediction
// requests that do not specify a version.
//
// You can change the default version by calling
// [projects.methods.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
IsDefault bool `protobuf:"varint,3,opt,name=is_default,json=isDefault,proto3" json:"is_default,omitempty"`
// Required. The Google Cloud Storage location of the trained model used to
// create the version. See the
// [overview of model deployment](/ml/docs/concepts/deployment-overview) for
// more informaiton.
//
// When passing Version to
// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create)
// the model service uses the specified location as the source of the model.
// Once deployed, the model version is hosted by the prediction service, so
// this location is useful only as a historical record.
DeploymentUri string `protobuf:"bytes,4,opt,name=deployment_uri,json=deploymentUri,proto3" json:"deployment_uri,omitempty"`
// Output only. The time the version was created.
CreateTime *timestamp.Timestamp `protobuf:"bytes,5,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
// Output only. The time the version was last used for prediction.
LastUseTime *timestamp.Timestamp `protobuf:"bytes,6,opt,name=last_use_time,json=lastUseTime,proto3" json:"last_use_time,omitempty"`
// Optional. The Google Cloud ML runtime version to use for this deployment.
// If not set, Google Cloud ML will choose a version.
RuntimeVersion string `protobuf:"bytes,8,opt,name=runtime_version,json=runtimeVersion,proto3" json:"runtime_version,omitempty"`
// Optional. Manually select the number of nodes to use for serving the
// model. If unset (i.e., by default), the number of nodes used to serve
// the model automatically scales with traffic. However, care should be
// taken to ramp up traffic according to the model's ability to scale. If
// your model needs to handle bursts of traffic beyond it's ability to
// scale, it is recommended you set this field appropriately.
ManualScaling *ManualScaling `protobuf:"bytes,9,opt,name=manual_scaling,json=manualScaling,proto3" json:"manual_scaling,omitempty"`
}
func (x *Version) Reset() {
*x = Version{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[1]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *Version) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*Version) ProtoMessage() {}
func (x *Version) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[1]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use Version.ProtoReflect.Descriptor instead.
func (*Version) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{1}
}
func (x *Version) GetName() string {
if x != nil {
return x.Name
}
return ""
}
func (x *Version) GetDescription() string {
if x != nil {
return x.Description
}
return ""
}
func (x *Version) GetIsDefault() bool {
if x != nil {
return x.IsDefault
}
return false
}
func (x *Version) GetDeploymentUri() string {
if x != nil {
return x.DeploymentUri
}
return ""
}
func (x *Version) GetCreateTime() *timestamp.Timestamp {
if x != nil {
return x.CreateTime
}
return nil
}
func (x *Version) GetLastUseTime() *timestamp.Timestamp {
if x != nil {
return x.LastUseTime
}
return nil
}
func (x *Version) GetRuntimeVersion() string {
if x != nil {
return x.RuntimeVersion
}
return ""
}
func (x *Version) GetManualScaling() *ManualScaling {
if x != nil {
return x.ManualScaling
}
return nil
}
// Options for manually scaling a model.
type ManualScaling struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// The number of nodes to allocate for this model. These nodes are always up,
// starting from the time the model is deployed, so the cost of operating
// this model will be proportional to nodes * number of hours since
// deployment.
Nodes int32 `protobuf:"varint,1,opt,name=nodes,proto3" json:"nodes,omitempty"`
}
func (x *ManualScaling) Reset() {
*x = ManualScaling{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[2]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ManualScaling) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ManualScaling) ProtoMessage() {}
func (x *ManualScaling) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[2]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use ManualScaling.ProtoReflect.Descriptor instead.
func (*ManualScaling) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{2}
}
func (x *ManualScaling) GetNodes() int32 {
if x != nil {
return x.Nodes
}
return 0
}
// Request message for the CreateModel method.
type CreateModelRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The project name.
//
// Authorization: requires `Editor` role on the specified project.
Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
// Required. The model to create.
Model *Model `protobuf:"bytes,2,opt,name=model,proto3" json:"model,omitempty"`
}
func (x *CreateModelRequest) Reset() {
*x = CreateModelRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[3]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *CreateModelRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*CreateModelRequest) ProtoMessage() {}
func (x *CreateModelRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[3]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use CreateModelRequest.ProtoReflect.Descriptor instead.
func (*CreateModelRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{3}
}
func (x *CreateModelRequest) GetParent() string {
if x != nil {
return x.Parent
}
return ""
}
func (x *CreateModelRequest) GetModel() *Model {
if x != nil {
return x.Model
}
return nil
}
// Request message for the ListModels method.
type ListModelsRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the project whose models are to be listed.
//
// Authorization: requires `Viewer` role on the specified project.
Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
// Optional. A page token to request the next page of results.
//
// You get the token from the `next_page_token` field of the response from
// the previous call.
PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
// Optional. The number of models to retrieve per "page" of results. If there
// are more remaining results than this number, the response message will
// contain a valid value in the `next_page_token` field.
//
// The default value is 20, and the maximum page size is 100.
PageSize int32 `protobuf:"varint,5,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
}
func (x *ListModelsRequest) Reset() {
*x = ListModelsRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[4]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ListModelsRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ListModelsRequest) ProtoMessage() {}
func (x *ListModelsRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[4]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use ListModelsRequest.ProtoReflect.Descriptor instead.
func (*ListModelsRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{4}
}
func (x *ListModelsRequest) GetParent() string {
if x != nil {
return x.Parent
}
return ""
}
func (x *ListModelsRequest) GetPageToken() string {
if x != nil {
return x.PageToken
}
return ""
}
func (x *ListModelsRequest) GetPageSize() int32 {
if x != nil {
return x.PageSize
}
return 0
}
// Response message for the ListModels method.
type ListModelsResponse struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// The list of models.
Models []*Model `protobuf:"bytes,1,rep,name=models,proto3" json:"models,omitempty"`
// Optional. Pass this token as the `page_token` field of the request for a
// subsequent call.
NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
}
func (x *ListModelsResponse) Reset() {
*x = ListModelsResponse{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[5]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ListModelsResponse) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ListModelsResponse) ProtoMessage() {}
func (x *ListModelsResponse) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[5]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use ListModelsResponse.ProtoReflect.Descriptor instead.
func (*ListModelsResponse) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{5}
}
func (x *ListModelsResponse) GetModels() []*Model {
if x != nil {
return x.Models
}
return nil
}
func (x *ListModelsResponse) GetNextPageToken() string {
if x != nil {
return x.NextPageToken
}
return ""
}
// Request message for the GetModel method.
type GetModelRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the model.
//
// Authorization: requires `Viewer` role on the parent project.
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}
func (x *GetModelRequest) Reset() {
*x = GetModelRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[6]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *GetModelRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*GetModelRequest) ProtoMessage() {}
func (x *GetModelRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[6]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use GetModelRequest.ProtoReflect.Descriptor instead.
func (*GetModelRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{6}
}
func (x *GetModelRequest) GetName() string {
if x != nil {
return x.Name
}
return ""
}
// Request message for the DeleteModel method.
type DeleteModelRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the model.
//
// Authorization: requires `Editor` role on the parent project.
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}
func (x *DeleteModelRequest) Reset() {
*x = DeleteModelRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[7]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *DeleteModelRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*DeleteModelRequest) ProtoMessage() {}
func (x *DeleteModelRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[7]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use DeleteModelRequest.ProtoReflect.Descriptor instead.
func (*DeleteModelRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{7}
}
func (x *DeleteModelRequest) GetName() string {
if x != nil {
return x.Name
}
return ""
}
// Uploads the provided trained model version to Cloud Machine Learning.
type CreateVersionRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the model.
//
// Authorization: requires `Editor` role on the parent project.
Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
// Required. The version details.
Version *Version `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
}
func (x *CreateVersionRequest) Reset() {
*x = CreateVersionRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[8]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *CreateVersionRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*CreateVersionRequest) ProtoMessage() {}
func (x *CreateVersionRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[8]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use CreateVersionRequest.ProtoReflect.Descriptor instead.
func (*CreateVersionRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{8}
}
func (x *CreateVersionRequest) GetParent() string {
if x != nil {
return x.Parent
}
return ""
}
func (x *CreateVersionRequest) GetVersion() *Version {
if x != nil {
return x.Version
}
return nil
}
// Request message for the ListVersions method.
type ListVersionsRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the model for which to list the version.
//
// Authorization: requires `Viewer` role on the parent project.
Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
// Optional. A page token to request the next page of results.
//
// You get the token from the `next_page_token` field of the response from
// the previous call.
PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
// Optional. The number of versions to retrieve per "page" of results. If
// there are more remaining results than this number, the response message
// will contain a valid value in the `next_page_token` field.
//
// The default value is 20, and the maximum page size is 100.
PageSize int32 `protobuf:"varint,5,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
}
func (x *ListVersionsRequest) Reset() {
*x = ListVersionsRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[9]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ListVersionsRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ListVersionsRequest) ProtoMessage() {}
func (x *ListVersionsRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[9]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use ListVersionsRequest.ProtoReflect.Descriptor instead.
func (*ListVersionsRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{9}
}
func (x *ListVersionsRequest) GetParent() string {
if x != nil {
return x.Parent
}
return ""
}
func (x *ListVersionsRequest) GetPageToken() string {
if x != nil {
return x.PageToken
}
return ""
}
func (x *ListVersionsRequest) GetPageSize() int32 {
if x != nil {
return x.PageSize
}
return 0
}
// Response message for the ListVersions method.
type ListVersionsResponse struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// The list of versions.
Versions []*Version `protobuf:"bytes,1,rep,name=versions,proto3" json:"versions,omitempty"`
// Optional. Pass this token as the `page_token` field of the request for a
// subsequent call.
NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
}
func (x *ListVersionsResponse) Reset() {
*x = ListVersionsResponse{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[10]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ListVersionsResponse) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ListVersionsResponse) ProtoMessage() {}
func (x *ListVersionsResponse) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[10]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use ListVersionsResponse.ProtoReflect.Descriptor instead.
func (*ListVersionsResponse) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{10}
}
func (x *ListVersionsResponse) GetVersions() []*Version {
if x != nil {
return x.Versions
}
return nil
}
func (x *ListVersionsResponse) GetNextPageToken() string {
if x != nil {
return x.NextPageToken
}
return ""
}
// Request message for the GetVersion method.
type GetVersionRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the version.
//
// Authorization: requires `Viewer` role on the parent project.
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}
func (x *GetVersionRequest) Reset() {
*x = GetVersionRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[11]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *GetVersionRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*GetVersionRequest) ProtoMessage() {}
func (x *GetVersionRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[11]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use GetVersionRequest.ProtoReflect.Descriptor instead.
func (*GetVersionRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{11}
}
func (x *GetVersionRequest) GetName() string {
if x != nil {
return x.Name
}
return ""
}
// Request message for the DeleteVerionRequest method.
type DeleteVersionRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the version. You can get the names of all the
// versions of a model by calling
// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
//
// Authorization: requires `Editor` role on the parent project.
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}
func (x *DeleteVersionRequest) Reset() {
*x = DeleteVersionRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[12]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *DeleteVersionRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*DeleteVersionRequest) ProtoMessage() {}
func (x *DeleteVersionRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[12]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use DeleteVersionRequest.ProtoReflect.Descriptor instead.
func (*DeleteVersionRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{12}
}
func (x *DeleteVersionRequest) GetName() string {
if x != nil {
return x.Name
}
return ""
}
// Request message for the SetDefaultVersion request.
type SetDefaultVersionRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the version to make the default for the model. You
// can get the names of all the versions of a model by calling
// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
//
// Authorization: requires `Editor` role on the parent project.
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}
func (x *SetDefaultVersionRequest) Reset() {
*x = SetDefaultVersionRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[13]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *SetDefaultVersionRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*SetDefaultVersionRequest) ProtoMessage() {}
func (x *SetDefaultVersionRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[13]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use SetDefaultVersionRequest.ProtoReflect.Descriptor instead.
func (*SetDefaultVersionRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{13}
}
func (x *SetDefaultVersionRequest) GetName() string {
if x != nil {
return x.Name
}
return ""
}
var File_google_cloud_ml_v1_model_service_proto protoreflect.FileDescriptor
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}
var (
file_google_cloud_ml_v1_model_service_proto_rawDescOnce sync.Once
file_google_cloud_ml_v1_model_service_proto_rawDescData = file_google_cloud_ml_v1_model_service_proto_rawDesc
)
func file_google_cloud_ml_v1_model_service_proto_rawDescGZIP() []byte {
file_google_cloud_ml_v1_model_service_proto_rawDescOnce.Do(func() {
file_google_cloud_ml_v1_model_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_ml_v1_model_service_proto_rawDescData)
})
return file_google_cloud_ml_v1_model_service_proto_rawDescData
}
var file_google_cloud_ml_v1_model_service_proto_msgTypes = make([]protoimpl.MessageInfo, 14)
var file_google_cloud_ml_v1_model_service_proto_goTypes = []interface{}{
(*Model)(nil), // 0: google.cloud.ml.v1.Model
(*Version)(nil), // 1: google.cloud.ml.v1.Version
(*ManualScaling)(nil), // 2: google.cloud.ml.v1.ManualScaling
(*CreateModelRequest)(nil), // 3: google.cloud.ml.v1.CreateModelRequest
(*ListModelsRequest)(nil), // 4: google.cloud.ml.v1.ListModelsRequest
(*ListModelsResponse)(nil), // 5: google.cloud.ml.v1.ListModelsResponse
(*GetModelRequest)(nil), // 6: google.cloud.ml.v1.GetModelRequest
(*DeleteModelRequest)(nil), // 7: google.cloud.ml.v1.DeleteModelRequest
(*CreateVersionRequest)(nil), // 8: google.cloud.ml.v1.CreateVersionRequest
(*ListVersionsRequest)(nil), // 9: google.cloud.ml.v1.ListVersionsRequest
(*ListVersionsResponse)(nil), // 10: google.cloud.ml.v1.ListVersionsResponse
(*GetVersionRequest)(nil), // 11: google.cloud.ml.v1.GetVersionRequest
(*DeleteVersionRequest)(nil), // 12: google.cloud.ml.v1.DeleteVersionRequest
(*SetDefaultVersionRequest)(nil), // 13: google.cloud.ml.v1.SetDefaultVersionRequest
(*timestamp.Timestamp)(nil), // 14: google.protobuf.Timestamp
(*longrunning.Operation)(nil), // 15: google.longrunning.Operation
}
var file_google_cloud_ml_v1_model_service_proto_depIdxs = []int32{
1, // 0: google.cloud.ml.v1.Model.default_version:type_name -> google.cloud.ml.v1.Version
14, // 1: google.cloud.ml.v1.Version.create_time:type_name -> google.protobuf.Timestamp
14, // 2: google.cloud.ml.v1.Version.last_use_time:type_name -> google.protobuf.Timestamp
2, // 3: google.cloud.ml.v1.Version.manual_scaling:type_name -> google.cloud.ml.v1.ManualScaling
0, // 4: google.cloud.ml.v1.CreateModelRequest.model:type_name -> google.cloud.ml.v1.Model
0, // 5: google.cloud.ml.v1.ListModelsResponse.models:type_name -> google.cloud.ml.v1.Model
1, // 6: google.cloud.ml.v1.CreateVersionRequest.version:type_name -> google.cloud.ml.v1.Version
1, // 7: google.cloud.ml.v1.ListVersionsResponse.versions:type_name -> google.cloud.ml.v1.Version
3, // 8: google.cloud.ml.v1.ModelService.CreateModel:input_type -> google.cloud.ml.v1.CreateModelRequest
4, // 9: google.cloud.ml.v1.ModelService.ListModels:input_type -> google.cloud.ml.v1.ListModelsRequest
6, // 10: google.cloud.ml.v1.ModelService.GetModel:input_type -> google.cloud.ml.v1.GetModelRequest
7, // 11: google.cloud.ml.v1.ModelService.DeleteModel:input_type -> google.cloud.ml.v1.DeleteModelRequest
8, // 12: google.cloud.ml.v1.ModelService.CreateVersion:input_type -> google.cloud.ml.v1.CreateVersionRequest
9, // 13: google.cloud.ml.v1.ModelService.ListVersions:input_type -> google.cloud.ml.v1.ListVersionsRequest
11, // 14: google.cloud.ml.v1.ModelService.GetVersion:input_type -> google.cloud.ml.v1.GetVersionRequest
12, // 15: google.cloud.ml.v1.ModelService.DeleteVersion:input_type -> google.cloud.ml.v1.DeleteVersionRequest
13, // 16: google.cloud.ml.v1.ModelService.SetDefaultVersion:input_type -> google.cloud.ml.v1.SetDefaultVersionRequest
0, // 17: google.cloud.ml.v1.ModelService.CreateModel:output_type -> google.cloud.ml.v1.Model
5, // 18: google.cloud.ml.v1.ModelService.ListModels:output_type -> google.cloud.ml.v1.ListModelsResponse
0, // 19: google.cloud.ml.v1.ModelService.GetModel:output_type -> google.cloud.ml.v1.Model
15, // 20: google.cloud.ml.v1.ModelService.DeleteModel:output_type -> google.longrunning.Operation
15, // 21: google.cloud.ml.v1.ModelService.CreateVersion:output_type -> google.longrunning.Operation
10, // 22: google.cloud.ml.v1.ModelService.ListVersions:output_type -> google.cloud.ml.v1.ListVersionsResponse
1, // 23: google.cloud.ml.v1.ModelService.GetVersion:output_type -> google.cloud.ml.v1.Version
15, // 24: google.cloud.ml.v1.ModelService.DeleteVersion:output_type -> google.longrunning.Operation
1, // 25: google.cloud.ml.v1.ModelService.SetDefaultVersion:output_type -> google.cloud.ml.v1.Version
17, // [17:26] is the sub-list for method output_type
8, // [8:17] is the sub-list for method input_type
8, // [8:8] is the sub-list for extension type_name
8, // [8:8] is the sub-list for extension extendee
0, // [0:8] is the sub-list for field type_name
}
func init() { file_google_cloud_ml_v1_model_service_proto_init() }
func file_google_cloud_ml_v1_model_service_proto_init() {
if File_google_cloud_ml_v1_model_service_proto != nil {
return
}
if !protoimpl.UnsafeEnabled {
file_google_cloud_ml_v1_model_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*Model); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*Version); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*ManualScaling); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*CreateModelRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*ListModelsRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*ListModelsResponse); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*GetModelRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*DeleteModelRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*CreateVersionRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*ListVersionsRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*ListVersionsResponse); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*GetVersionRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*DeleteVersionRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_ml_v1_model_service_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*SetDefaultVersionRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
}
type x struct{}
out := protoimpl.TypeBuilder{
File: protoimpl.DescBuilder{
GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
RawDescriptor: file_google_cloud_ml_v1_model_service_proto_rawDesc,
NumEnums: 0,
NumMessages: 14,
NumExtensions: 0,
NumServices: 1,
},
GoTypes: file_google_cloud_ml_v1_model_service_proto_goTypes,
DependencyIndexes: file_google_cloud_ml_v1_model_service_proto_depIdxs,
MessageInfos: file_google_cloud_ml_v1_model_service_proto_msgTypes,
}.Build()
File_google_cloud_ml_v1_model_service_proto = out.File
file_google_cloud_ml_v1_model_service_proto_rawDesc = nil
file_google_cloud_ml_v1_model_service_proto_goTypes = nil
file_google_cloud_ml_v1_model_service_proto_depIdxs = nil
}
// Reference imports to suppress errors if they are not otherwise used.
var _ context.Context
var _ grpc.ClientConnInterface
// This is a compile-time assertion to ensure that this generated file
// is compatible with the grpc package it is being compiled against.
const _ = grpc.SupportPackageIsVersion6
// ModelServiceClient is the client API for ModelService service.
//
// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.
type ModelServiceClient interface {
// Creates a model which will later contain one or more versions.
//
// You must add at least one version before you can request predictions from
// the model. Add versions by calling
// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create).
CreateModel(ctx context.Context, in *CreateModelRequest, opts ...grpc.CallOption) (*Model, error)
// Lists the models in a project.
//
// Each project can contain multiple models, and each model can have multiple
// versions.
ListModels(ctx context.Context, in *ListModelsRequest, opts ...grpc.CallOption) (*ListModelsResponse, error)
// Gets information about a model, including its name, the description (if
// set), and the default version (if at least one version of the model has
// been deployed).
GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*Model, error)
// Deletes a model.
//
// You can only delete a model if there are no versions in it. You can delete
// versions by calling
// [projects.models.versions.delete](/ml/reference/rest/v1/projects.models.versions/delete).
DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
// Creates a new version of a model from a trained TensorFlow model.
//
// If the version created in the cloud by this call is the first deployed
// version of the specified model, it will be made the default version of the
// model. When you add a version to a model that already has one or more
// versions, the default version does not automatically change. If you want a
// new version to be the default, you must call
// [projects.models.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
CreateVersion(ctx context.Context, in *CreateVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
// Gets basic information about all the versions of a model.
//
// If you expect that a model has a lot of versions, or if you need to handle
// only a limited number of results at a time, you can request that the list
// be retrieved in batches (called pages):
ListVersions(ctx context.Context, in *ListVersionsRequest, opts ...grpc.CallOption) (*ListVersionsResponse, error)
// Gets information about a model version.
//
// Models can have multiple versions. You can call
// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list)
// to get the same information that this method returns for all of the
// versions of a model.
GetVersion(ctx context.Context, in *GetVersionRequest, opts ...grpc.CallOption) (*Version, error)
// Deletes a model version.
//
// Each model can have multiple versions deployed and in use at any given
// time. Use this method to remove a single version.
//
// Note: You cannot delete the version that is set as the default version
// of the model unless it is the only remaining version.
DeleteVersion(ctx context.Context, in *DeleteVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
// Designates a version to be the default for the model.
//
// The default version is used for prediction requests made against the model
// that don't specify a version.
//
// The first version to be created for a model is automatically set as the
// default. You must make any subsequent changes to the default version
// setting manually using this method.
SetDefaultVersion(ctx context.Context, in *SetDefaultVersionRequest, opts ...grpc.CallOption) (*Version, error)
}
type modelServiceClient struct {
cc grpc.ClientConnInterface
}
func NewModelServiceClient(cc grpc.ClientConnInterface) ModelServiceClient {
return &modelServiceClient{cc}
}
func (c *modelServiceClient) CreateModel(ctx context.Context, in *CreateModelRequest, opts ...grpc.CallOption) (*Model, error) {
out := new(Model)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/CreateModel", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *modelServiceClient) ListModels(ctx context.Context, in *ListModelsRequest, opts ...grpc.CallOption) (*ListModelsResponse, error) {
out := new(ListModelsResponse)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/ListModels", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *modelServiceClient) GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*Model, error) {
out := new(Model)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/GetModel", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *modelServiceClient) DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
out := new(longrunning.Operation)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/DeleteModel", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *modelServiceClient) CreateVersion(ctx context.Context, in *CreateVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
out := new(longrunning.Operation)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/CreateVersion", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *modelServiceClient) ListVersions(ctx context.Context, in *ListVersionsRequest, opts ...grpc.CallOption) (*ListVersionsResponse, error) {
out := new(ListVersionsResponse)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/ListVersions", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *modelServiceClient) GetVersion(ctx context.Context, in *GetVersionRequest, opts ...grpc.CallOption) (*Version, error) {
out := new(Version)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/GetVersion", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *modelServiceClient) DeleteVersion(ctx context.Context, in *DeleteVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
out := new(longrunning.Operation)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/DeleteVersion", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *modelServiceClient) SetDefaultVersion(ctx context.Context, in *SetDefaultVersionRequest, opts ...grpc.CallOption) (*Version, error) {
out := new(Version)
err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/SetDefaultVersion", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
// ModelServiceServer is the server API for ModelService service.
type ModelServiceServer interface {
// Creates a model which will later contain one or more versions.
//
// You must add at least one version before you can request predictions from
// the model. Add versions by calling
// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create).
CreateModel(context.Context, *CreateModelRequest) (*Model, error)
// Lists the models in a project.
//
// Each project can contain multiple models, and each model can have multiple
// versions.
ListModels(context.Context, *ListModelsRequest) (*ListModelsResponse, error)
// Gets information about a model, including its name, the description (if
// set), and the default version (if at least one version of the model has
// been deployed).
GetModel(context.Context, *GetModelRequest) (*Model, error)
// Deletes a model.
//
// You can only delete a model if there are no versions in it. You can delete
// versions by calling
// [projects.models.versions.delete](/ml/reference/rest/v1/projects.models.versions/delete).
DeleteModel(context.Context, *DeleteModelRequest) (*longrunning.Operation, error)
// Creates a new version of a model from a trained TensorFlow model.
//
// If the version created in the cloud by this call is the first deployed
// version of the specified model, it will be made the default version of the
// model. When you add a version to a model that already has one or more
// versions, the default version does not automatically change. If you want a
// new version to be the default, you must call
// [projects.models.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
CreateVersion(context.Context, *CreateVersionRequest) (*longrunning.Operation, error)
// Gets basic information about all the versions of a model.
//
// If you expect that a model has a lot of versions, or if you need to handle
// only a limited number of results at a time, you can request that the list
// be retrieved in batches (called pages):
ListVersions(context.Context, *ListVersionsRequest) (*ListVersionsResponse, error)
// Gets information about a model version.
//
// Models can have multiple versions. You can call
// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list)
// to get the same information that this method returns for all of the
// versions of a model.
GetVersion(context.Context, *GetVersionRequest) (*Version, error)
// Deletes a model version.
//
// Each model can have multiple versions deployed and in use at any given
// time. Use this method to remove a single version.
//
// Note: You cannot delete the version that is set as the default version
// of the model unless it is the only remaining version.
DeleteVersion(context.Context, *DeleteVersionRequest) (*longrunning.Operation, error)
// Designates a version to be the default for the model.
//
// The default version is used for prediction requests made against the model
// that don't specify a version.
//
// The first version to be created for a model is automatically set as the
// default. You must make any subsequent changes to the default version
// setting manually using this method.
SetDefaultVersion(context.Context, *SetDefaultVersionRequest) (*Version, error)
}
// UnimplementedModelServiceServer can be embedded to have forward compatible implementations.
type UnimplementedModelServiceServer struct {
}
func (*UnimplementedModelServiceServer) CreateModel(context.Context, *CreateModelRequest) (*Model, error) {
return nil, status.Errorf(codes.Unimplemented, "method CreateModel not implemented")
}
func (*UnimplementedModelServiceServer) ListModels(context.Context, *ListModelsRequest) (*ListModelsResponse, error) {
return nil, status.Errorf(codes.Unimplemented, "method ListModels not implemented")
}
func (*UnimplementedModelServiceServer) GetModel(context.Context, *GetModelRequest) (*Model, error) {
return nil, status.Errorf(codes.Unimplemented, "method GetModel not implemented")
}
func (*UnimplementedModelServiceServer) DeleteModel(context.Context, *DeleteModelRequest) (*longrunning.Operation, error) {
return nil, status.Errorf(codes.Unimplemented, "method DeleteModel not implemented")
}
func (*UnimplementedModelServiceServer) CreateVersion(context.Context, *CreateVersionRequest) (*longrunning.Operation, error) {
return nil, status.Errorf(codes.Unimplemented, "method CreateVersion not implemented")
}
func (*UnimplementedModelServiceServer) ListVersions(context.Context, *ListVersionsRequest) (*ListVersionsResponse, error) {
return nil, status.Errorf(codes.Unimplemented, "method ListVersions not implemented")
}
func (*UnimplementedModelServiceServer) GetVersion(context.Context, *GetVersionRequest) (*Version, error) {
return nil, status.Errorf(codes.Unimplemented, "method GetVersion not implemented")
}
func (*UnimplementedModelServiceServer) DeleteVersion(context.Context, *DeleteVersionRequest) (*longrunning.Operation, error) {
return nil, status.Errorf(codes.Unimplemented, "method DeleteVersion not implemented")
}
func (*UnimplementedModelServiceServer) SetDefaultVersion(context.Context, *SetDefaultVersionRequest) (*Version, error) {
return nil, status.Errorf(codes.Unimplemented, "method SetDefaultVersion not implemented")
}
func RegisterModelServiceServer(s *grpc.Server, srv ModelServiceServer) {
s.RegisterService(&_ModelService_serviceDesc, srv)
}
func _ModelService_CreateModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(CreateModelRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).CreateModel(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/CreateModel",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).CreateModel(ctx, req.(*CreateModelRequest))
}
return interceptor(ctx, in, info, handler)
}
func _ModelService_ListModels_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(ListModelsRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).ListModels(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/ListModels",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).ListModels(ctx, req.(*ListModelsRequest))
}
return interceptor(ctx, in, info, handler)
}
func _ModelService_GetModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(GetModelRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).GetModel(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/GetModel",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).GetModel(ctx, req.(*GetModelRequest))
}
return interceptor(ctx, in, info, handler)
}
func _ModelService_DeleteModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(DeleteModelRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).DeleteModel(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/DeleteModel",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).DeleteModel(ctx, req.(*DeleteModelRequest))
}
return interceptor(ctx, in, info, handler)
}
func _ModelService_CreateVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(CreateVersionRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).CreateVersion(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/CreateVersion",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).CreateVersion(ctx, req.(*CreateVersionRequest))
}
return interceptor(ctx, in, info, handler)
}
func _ModelService_ListVersions_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(ListVersionsRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).ListVersions(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/ListVersions",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).ListVersions(ctx, req.(*ListVersionsRequest))
}
return interceptor(ctx, in, info, handler)
}
func _ModelService_GetVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(GetVersionRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).GetVersion(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/GetVersion",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).GetVersion(ctx, req.(*GetVersionRequest))
}
return interceptor(ctx, in, info, handler)
}
func _ModelService_DeleteVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(DeleteVersionRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).DeleteVersion(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/DeleteVersion",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).DeleteVersion(ctx, req.(*DeleteVersionRequest))
}
return interceptor(ctx, in, info, handler)
}
func _ModelService_SetDefaultVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(SetDefaultVersionRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(ModelServiceServer).SetDefaultVersion(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.ml.v1.ModelService/SetDefaultVersion",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(ModelServiceServer).SetDefaultVersion(ctx, req.(*SetDefaultVersionRequest))
}
return interceptor(ctx, in, info, handler)
}
var _ModelService_serviceDesc = grpc.ServiceDesc{
ServiceName: "google.cloud.ml.v1.ModelService",
HandlerType: (*ModelServiceServer)(nil),
Methods: []grpc.MethodDesc{
{
MethodName: "CreateModel",
Handler: _ModelService_CreateModel_Handler,
},
{
MethodName: "ListModels",
Handler: _ModelService_ListModels_Handler,
},
{
MethodName: "GetModel",
Handler: _ModelService_GetModel_Handler,
},
{
MethodName: "DeleteModel",
Handler: _ModelService_DeleteModel_Handler,
},
{
MethodName: "CreateVersion",
Handler: _ModelService_CreateVersion_Handler,
},
{
MethodName: "ListVersions",
Handler: _ModelService_ListVersions_Handler,
},
{
MethodName: "GetVersion",
Handler: _ModelService_GetVersion_Handler,
},
{
MethodName: "DeleteVersion",
Handler: _ModelService_DeleteVersion_Handler,
},
{
MethodName: "SetDefaultVersion",
Handler: _ModelService_SetDefaultVersion_Handler,
},
},
Streams: []grpc.StreamDesc{},
Metadata: "google/cloud/ml/v1/model_service.proto",
}