Source file src/google.golang.org/genproto/googleapis/cloud/ml/v1/model_service.pb.go

Documentation: google.golang.org/genproto/googleapis/cloud/ml/v1

     1  // Copyright 2017 Google Inc.
     2  //
     3  // Licensed under the Apache License, Version 2.0 (the "License");
     4  // you may not use this file except in compliance with the License.
     5  // You may obtain a copy of the License at
     6  //
     7  //     http://www.apache.org/licenses/LICENSE-2.0
     8  //
     9  // Unless required by applicable law or agreed to in writing, software
    10  // distributed under the License is distributed on an "AS IS" BASIS,
    11  // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    12  // See the License for the specific language governing permissions and
    13  // limitations under the License.
    14  
    15  // Code generated by protoc-gen-go. DO NOT EDIT.
    16  // versions:
    17  // 	protoc-gen-go v1.26.0
    18  // 	protoc        v3.12.2
    19  // source: google/cloud/ml/v1/model_service.proto
    20  
    21  package ml
    22  
    23  import (
    24  	context "context"
    25  	reflect "reflect"
    26  	sync "sync"
    27  
    28  	_ "google.golang.org/genproto/googleapis/api/annotations"
    29  	_ "google.golang.org/genproto/googleapis/api/serviceconfig"
    30  	longrunning "google.golang.org/genproto/googleapis/longrunning"
    31  	grpc "google.golang.org/grpc"
    32  	codes "google.golang.org/grpc/codes"
    33  	status "google.golang.org/grpc/status"
    34  	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
    35  	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
    36  	timestamppb "google.golang.org/protobuf/types/known/timestamppb"
    37  )
    38  
    39  const (
    40  	// Verify that this generated code is sufficiently up-to-date.
    41  	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
    42  	// Verify that runtime/protoimpl is sufficiently up-to-date.
    43  	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
    44  )
    45  
    46  // Represents a machine learning solution.
    47  //
    48  // A model can have multiple versions, each of which is a deployed, trained
    49  // model ready to receive prediction requests. The model itself is just a
    50  // container.
    51  type Model struct {
    52  	state         protoimpl.MessageState
    53  	sizeCache     protoimpl.SizeCache
    54  	unknownFields protoimpl.UnknownFields
    55  
    56  	// Required. The name specified for the model when it was created.
    57  	//
    58  	// The model name must be unique within the project it is created in.
    59  	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
    60  	// Optional. The description specified for the model when it was created.
    61  	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
    62  	// Output only. The default version of the model. This version will be used to
    63  	// handle prediction requests that do not specify a version.
    64  	//
    65  	// You can change the default version by calling
    66  	// [projects.methods.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
    67  	DefaultVersion *Version `protobuf:"bytes,3,opt,name=default_version,json=defaultVersion,proto3" json:"default_version,omitempty"`
    68  	// Optional. The list of regions where the model is going to be deployed.
    69  	// Currently only one region per model is supported.
    70  	// Defaults to 'us-central1' if nothing is set.
    71  	Regions []string `protobuf:"bytes,4,rep,name=regions,proto3" json:"regions,omitempty"`
    72  	// Optional. If true, enables StackDriver Logging for online prediction.
    73  	// Default is false.
    74  	OnlinePredictionLogging bool `protobuf:"varint,5,opt,name=online_prediction_logging,json=onlinePredictionLogging,proto3" json:"online_prediction_logging,omitempty"`
    75  }
    76  
    77  func (x *Model) Reset() {
    78  	*x = Model{}
    79  	if protoimpl.UnsafeEnabled {
    80  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[0]
    81  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
    82  		ms.StoreMessageInfo(mi)
    83  	}
    84  }
    85  
    86  func (x *Model) String() string {
    87  	return protoimpl.X.MessageStringOf(x)
    88  }
    89  
    90  func (*Model) ProtoMessage() {}
    91  
    92  func (x *Model) ProtoReflect() protoreflect.Message {
    93  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[0]
    94  	if protoimpl.UnsafeEnabled && x != nil {
    95  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
    96  		if ms.LoadMessageInfo() == nil {
    97  			ms.StoreMessageInfo(mi)
    98  		}
    99  		return ms
   100  	}
   101  	return mi.MessageOf(x)
   102  }
   103  
   104  // Deprecated: Use Model.ProtoReflect.Descriptor instead.
   105  func (*Model) Descriptor() ([]byte, []int) {
   106  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{0}
   107  }
   108  
   109  func (x *Model) GetName() string {
   110  	if x != nil {
   111  		return x.Name
   112  	}
   113  	return ""
   114  }
   115  
   116  func (x *Model) GetDescription() string {
   117  	if x != nil {
   118  		return x.Description
   119  	}
   120  	return ""
   121  }
   122  
   123  func (x *Model) GetDefaultVersion() *Version {
   124  	if x != nil {
   125  		return x.DefaultVersion
   126  	}
   127  	return nil
   128  }
   129  
   130  func (x *Model) GetRegions() []string {
   131  	if x != nil {
   132  		return x.Regions
   133  	}
   134  	return nil
   135  }
   136  
   137  func (x *Model) GetOnlinePredictionLogging() bool {
   138  	if x != nil {
   139  		return x.OnlinePredictionLogging
   140  	}
   141  	return false
   142  }
   143  
   144  // Represents a version of the model.
   145  //
   146  // Each version is a trained model deployed in the cloud, ready to handle
   147  // prediction requests. A model can have multiple versions. You can get
   148  // information about all of the versions of a given model by calling
   149  // [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
   150  type Version struct {
   151  	state         protoimpl.MessageState
   152  	sizeCache     protoimpl.SizeCache
   153  	unknownFields protoimpl.UnknownFields
   154  
   155  	// Required.The name specified for the version when it was created.
   156  	//
   157  	// The version name must be unique within the model it is created in.
   158  	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
   159  	// Optional. The description specified for the version when it was created.
   160  	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
   161  	// Output only. If true, this version will be used to handle prediction
   162  	// requests that do not specify a version.
   163  	//
   164  	// You can change the default version by calling
   165  	// [projects.methods.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
   166  	IsDefault bool `protobuf:"varint,3,opt,name=is_default,json=isDefault,proto3" json:"is_default,omitempty"`
   167  	// Required. The Google Cloud Storage location of the trained model used to
   168  	// create the version. See the
   169  	// [overview of model deployment](/ml/docs/concepts/deployment-overview) for
   170  	// more informaiton.
   171  	//
   172  	// When passing Version to
   173  	// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create)
   174  	// the model service uses the specified location as the source of the model.
   175  	// Once deployed, the model version is hosted by the prediction service, so
   176  	// this location is useful only as a historical record.
   177  	DeploymentUri string `protobuf:"bytes,4,opt,name=deployment_uri,json=deploymentUri,proto3" json:"deployment_uri,omitempty"`
   178  	// Output only. The time the version was created.
   179  	CreateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
   180  	// Output only. The time the version was last used for prediction.
   181  	LastUseTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=last_use_time,json=lastUseTime,proto3" json:"last_use_time,omitempty"`
   182  	// Optional. The Google Cloud ML runtime version to use for this deployment.
   183  	// If not set, Google Cloud ML will choose a version.
   184  	RuntimeVersion string `protobuf:"bytes,8,opt,name=runtime_version,json=runtimeVersion,proto3" json:"runtime_version,omitempty"`
   185  	// Optional. Manually select the number of nodes to use for serving the
   186  	// model. If unset (i.e., by default), the number of nodes used to serve
   187  	// the model automatically scales with traffic. However, care should be
   188  	// taken to ramp up traffic according to the model's ability to scale. If
   189  	// your model needs to handle bursts of traffic beyond it's ability to
   190  	// scale, it is recommended you set this field appropriately.
   191  	ManualScaling *ManualScaling `protobuf:"bytes,9,opt,name=manual_scaling,json=manualScaling,proto3" json:"manual_scaling,omitempty"`
   192  }
   193  
   194  func (x *Version) Reset() {
   195  	*x = Version{}
   196  	if protoimpl.UnsafeEnabled {
   197  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[1]
   198  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   199  		ms.StoreMessageInfo(mi)
   200  	}
   201  }
   202  
   203  func (x *Version) String() string {
   204  	return protoimpl.X.MessageStringOf(x)
   205  }
   206  
   207  func (*Version) ProtoMessage() {}
   208  
   209  func (x *Version) ProtoReflect() protoreflect.Message {
   210  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[1]
   211  	if protoimpl.UnsafeEnabled && x != nil {
   212  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   213  		if ms.LoadMessageInfo() == nil {
   214  			ms.StoreMessageInfo(mi)
   215  		}
   216  		return ms
   217  	}
   218  	return mi.MessageOf(x)
   219  }
   220  
   221  // Deprecated: Use Version.ProtoReflect.Descriptor instead.
   222  func (*Version) Descriptor() ([]byte, []int) {
   223  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{1}
   224  }
   225  
   226  func (x *Version) GetName() string {
   227  	if x != nil {
   228  		return x.Name
   229  	}
   230  	return ""
   231  }
   232  
   233  func (x *Version) GetDescription() string {
   234  	if x != nil {
   235  		return x.Description
   236  	}
   237  	return ""
   238  }
   239  
   240  func (x *Version) GetIsDefault() bool {
   241  	if x != nil {
   242  		return x.IsDefault
   243  	}
   244  	return false
   245  }
   246  
   247  func (x *Version) GetDeploymentUri() string {
   248  	if x != nil {
   249  		return x.DeploymentUri
   250  	}
   251  	return ""
   252  }
   253  
   254  func (x *Version) GetCreateTime() *timestamppb.Timestamp {
   255  	if x != nil {
   256  		return x.CreateTime
   257  	}
   258  	return nil
   259  }
   260  
   261  func (x *Version) GetLastUseTime() *timestamppb.Timestamp {
   262  	if x != nil {
   263  		return x.LastUseTime
   264  	}
   265  	return nil
   266  }
   267  
   268  func (x *Version) GetRuntimeVersion() string {
   269  	if x != nil {
   270  		return x.RuntimeVersion
   271  	}
   272  	return ""
   273  }
   274  
   275  func (x *Version) GetManualScaling() *ManualScaling {
   276  	if x != nil {
   277  		return x.ManualScaling
   278  	}
   279  	return nil
   280  }
   281  
   282  // Options for manually scaling a model.
   283  type ManualScaling struct {
   284  	state         protoimpl.MessageState
   285  	sizeCache     protoimpl.SizeCache
   286  	unknownFields protoimpl.UnknownFields
   287  
   288  	// The number of nodes to allocate for this model. These nodes are always up,
   289  	// starting from the time the model is deployed, so the cost of operating
   290  	// this model will be proportional to nodes * number of hours since
   291  	// deployment.
   292  	Nodes int32 `protobuf:"varint,1,opt,name=nodes,proto3" json:"nodes,omitempty"`
   293  }
   294  
   295  func (x *ManualScaling) Reset() {
   296  	*x = ManualScaling{}
   297  	if protoimpl.UnsafeEnabled {
   298  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[2]
   299  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   300  		ms.StoreMessageInfo(mi)
   301  	}
   302  }
   303  
   304  func (x *ManualScaling) String() string {
   305  	return protoimpl.X.MessageStringOf(x)
   306  }
   307  
   308  func (*ManualScaling) ProtoMessage() {}
   309  
   310  func (x *ManualScaling) ProtoReflect() protoreflect.Message {
   311  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[2]
   312  	if protoimpl.UnsafeEnabled && x != nil {
   313  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   314  		if ms.LoadMessageInfo() == nil {
   315  			ms.StoreMessageInfo(mi)
   316  		}
   317  		return ms
   318  	}
   319  	return mi.MessageOf(x)
   320  }
   321  
   322  // Deprecated: Use ManualScaling.ProtoReflect.Descriptor instead.
   323  func (*ManualScaling) Descriptor() ([]byte, []int) {
   324  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{2}
   325  }
   326  
   327  func (x *ManualScaling) GetNodes() int32 {
   328  	if x != nil {
   329  		return x.Nodes
   330  	}
   331  	return 0
   332  }
   333  
   334  // Request message for the CreateModel method.
   335  type CreateModelRequest struct {
   336  	state         protoimpl.MessageState
   337  	sizeCache     protoimpl.SizeCache
   338  	unknownFields protoimpl.UnknownFields
   339  
   340  	// Required. The project name.
   341  	//
   342  	// Authorization: requires `Editor` role on the specified project.
   343  	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
   344  	// Required. The model to create.
   345  	Model *Model `protobuf:"bytes,2,opt,name=model,proto3" json:"model,omitempty"`
   346  }
   347  
   348  func (x *CreateModelRequest) Reset() {
   349  	*x = CreateModelRequest{}
   350  	if protoimpl.UnsafeEnabled {
   351  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[3]
   352  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   353  		ms.StoreMessageInfo(mi)
   354  	}
   355  }
   356  
   357  func (x *CreateModelRequest) String() string {
   358  	return protoimpl.X.MessageStringOf(x)
   359  }
   360  
   361  func (*CreateModelRequest) ProtoMessage() {}
   362  
   363  func (x *CreateModelRequest) ProtoReflect() protoreflect.Message {
   364  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[3]
   365  	if protoimpl.UnsafeEnabled && x != nil {
   366  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   367  		if ms.LoadMessageInfo() == nil {
   368  			ms.StoreMessageInfo(mi)
   369  		}
   370  		return ms
   371  	}
   372  	return mi.MessageOf(x)
   373  }
   374  
   375  // Deprecated: Use CreateModelRequest.ProtoReflect.Descriptor instead.
   376  func (*CreateModelRequest) Descriptor() ([]byte, []int) {
   377  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{3}
   378  }
   379  
   380  func (x *CreateModelRequest) GetParent() string {
   381  	if x != nil {
   382  		return x.Parent
   383  	}
   384  	return ""
   385  }
   386  
   387  func (x *CreateModelRequest) GetModel() *Model {
   388  	if x != nil {
   389  		return x.Model
   390  	}
   391  	return nil
   392  }
   393  
   394  // Request message for the ListModels method.
   395  type ListModelsRequest struct {
   396  	state         protoimpl.MessageState
   397  	sizeCache     protoimpl.SizeCache
   398  	unknownFields protoimpl.UnknownFields
   399  
   400  	// Required. The name of the project whose models are to be listed.
   401  	//
   402  	// Authorization: requires `Viewer` role on the specified project.
   403  	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
   404  	// Optional. A page token to request the next page of results.
   405  	//
   406  	// You get the token from the `next_page_token` field of the response from
   407  	// the previous call.
   408  	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
   409  	// Optional. The number of models to retrieve per "page" of results. If there
   410  	// are more remaining results than this number, the response message will
   411  	// contain a valid value in the `next_page_token` field.
   412  	//
   413  	// The default value is 20, and the maximum page size is 100.
   414  	PageSize int32 `protobuf:"varint,5,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
   415  }
   416  
   417  func (x *ListModelsRequest) Reset() {
   418  	*x = ListModelsRequest{}
   419  	if protoimpl.UnsafeEnabled {
   420  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[4]
   421  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   422  		ms.StoreMessageInfo(mi)
   423  	}
   424  }
   425  
   426  func (x *ListModelsRequest) String() string {
   427  	return protoimpl.X.MessageStringOf(x)
   428  }
   429  
   430  func (*ListModelsRequest) ProtoMessage() {}
   431  
   432  func (x *ListModelsRequest) ProtoReflect() protoreflect.Message {
   433  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[4]
   434  	if protoimpl.UnsafeEnabled && x != nil {
   435  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   436  		if ms.LoadMessageInfo() == nil {
   437  			ms.StoreMessageInfo(mi)
   438  		}
   439  		return ms
   440  	}
   441  	return mi.MessageOf(x)
   442  }
   443  
   444  // Deprecated: Use ListModelsRequest.ProtoReflect.Descriptor instead.
   445  func (*ListModelsRequest) Descriptor() ([]byte, []int) {
   446  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{4}
   447  }
   448  
   449  func (x *ListModelsRequest) GetParent() string {
   450  	if x != nil {
   451  		return x.Parent
   452  	}
   453  	return ""
   454  }
   455  
   456  func (x *ListModelsRequest) GetPageToken() string {
   457  	if x != nil {
   458  		return x.PageToken
   459  	}
   460  	return ""
   461  }
   462  
   463  func (x *ListModelsRequest) GetPageSize() int32 {
   464  	if x != nil {
   465  		return x.PageSize
   466  	}
   467  	return 0
   468  }
   469  
   470  // Response message for the ListModels method.
   471  type ListModelsResponse struct {
   472  	state         protoimpl.MessageState
   473  	sizeCache     protoimpl.SizeCache
   474  	unknownFields protoimpl.UnknownFields
   475  
   476  	// The list of models.
   477  	Models []*Model `protobuf:"bytes,1,rep,name=models,proto3" json:"models,omitempty"`
   478  	// Optional. Pass this token as the `page_token` field of the request for a
   479  	// subsequent call.
   480  	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
   481  }
   482  
   483  func (x *ListModelsResponse) Reset() {
   484  	*x = ListModelsResponse{}
   485  	if protoimpl.UnsafeEnabled {
   486  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[5]
   487  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   488  		ms.StoreMessageInfo(mi)
   489  	}
   490  }
   491  
   492  func (x *ListModelsResponse) String() string {
   493  	return protoimpl.X.MessageStringOf(x)
   494  }
   495  
   496  func (*ListModelsResponse) ProtoMessage() {}
   497  
   498  func (x *ListModelsResponse) ProtoReflect() protoreflect.Message {
   499  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[5]
   500  	if protoimpl.UnsafeEnabled && x != nil {
   501  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   502  		if ms.LoadMessageInfo() == nil {
   503  			ms.StoreMessageInfo(mi)
   504  		}
   505  		return ms
   506  	}
   507  	return mi.MessageOf(x)
   508  }
   509  
   510  // Deprecated: Use ListModelsResponse.ProtoReflect.Descriptor instead.
   511  func (*ListModelsResponse) Descriptor() ([]byte, []int) {
   512  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{5}
   513  }
   514  
   515  func (x *ListModelsResponse) GetModels() []*Model {
   516  	if x != nil {
   517  		return x.Models
   518  	}
   519  	return nil
   520  }
   521  
   522  func (x *ListModelsResponse) GetNextPageToken() string {
   523  	if x != nil {
   524  		return x.NextPageToken
   525  	}
   526  	return ""
   527  }
   528  
   529  // Request message for the GetModel method.
   530  type GetModelRequest struct {
   531  	state         protoimpl.MessageState
   532  	sizeCache     protoimpl.SizeCache
   533  	unknownFields protoimpl.UnknownFields
   534  
   535  	// Required. The name of the model.
   536  	//
   537  	// Authorization: requires `Viewer` role on the parent project.
   538  	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
   539  }
   540  
   541  func (x *GetModelRequest) Reset() {
   542  	*x = GetModelRequest{}
   543  	if protoimpl.UnsafeEnabled {
   544  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[6]
   545  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   546  		ms.StoreMessageInfo(mi)
   547  	}
   548  }
   549  
   550  func (x *GetModelRequest) String() string {
   551  	return protoimpl.X.MessageStringOf(x)
   552  }
   553  
   554  func (*GetModelRequest) ProtoMessage() {}
   555  
   556  func (x *GetModelRequest) ProtoReflect() protoreflect.Message {
   557  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[6]
   558  	if protoimpl.UnsafeEnabled && x != nil {
   559  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   560  		if ms.LoadMessageInfo() == nil {
   561  			ms.StoreMessageInfo(mi)
   562  		}
   563  		return ms
   564  	}
   565  	return mi.MessageOf(x)
   566  }
   567  
   568  // Deprecated: Use GetModelRequest.ProtoReflect.Descriptor instead.
   569  func (*GetModelRequest) Descriptor() ([]byte, []int) {
   570  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{6}
   571  }
   572  
   573  func (x *GetModelRequest) GetName() string {
   574  	if x != nil {
   575  		return x.Name
   576  	}
   577  	return ""
   578  }
   579  
   580  // Request message for the DeleteModel method.
   581  type DeleteModelRequest struct {
   582  	state         protoimpl.MessageState
   583  	sizeCache     protoimpl.SizeCache
   584  	unknownFields protoimpl.UnknownFields
   585  
   586  	// Required. The name of the model.
   587  	//
   588  	// Authorization: requires `Editor` role on the parent project.
   589  	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
   590  }
   591  
   592  func (x *DeleteModelRequest) Reset() {
   593  	*x = DeleteModelRequest{}
   594  	if protoimpl.UnsafeEnabled {
   595  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[7]
   596  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   597  		ms.StoreMessageInfo(mi)
   598  	}
   599  }
   600  
   601  func (x *DeleteModelRequest) String() string {
   602  	return protoimpl.X.MessageStringOf(x)
   603  }
   604  
   605  func (*DeleteModelRequest) ProtoMessage() {}
   606  
   607  func (x *DeleteModelRequest) ProtoReflect() protoreflect.Message {
   608  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[7]
   609  	if protoimpl.UnsafeEnabled && x != nil {
   610  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   611  		if ms.LoadMessageInfo() == nil {
   612  			ms.StoreMessageInfo(mi)
   613  		}
   614  		return ms
   615  	}
   616  	return mi.MessageOf(x)
   617  }
   618  
   619  // Deprecated: Use DeleteModelRequest.ProtoReflect.Descriptor instead.
   620  func (*DeleteModelRequest) Descriptor() ([]byte, []int) {
   621  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{7}
   622  }
   623  
   624  func (x *DeleteModelRequest) GetName() string {
   625  	if x != nil {
   626  		return x.Name
   627  	}
   628  	return ""
   629  }
   630  
   631  // Uploads the provided trained model version to Cloud Machine Learning.
   632  type CreateVersionRequest struct {
   633  	state         protoimpl.MessageState
   634  	sizeCache     protoimpl.SizeCache
   635  	unknownFields protoimpl.UnknownFields
   636  
   637  	// Required. The name of the model.
   638  	//
   639  	// Authorization: requires `Editor` role on the parent project.
   640  	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
   641  	// Required. The version details.
   642  	Version *Version `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
   643  }
   644  
   645  func (x *CreateVersionRequest) Reset() {
   646  	*x = CreateVersionRequest{}
   647  	if protoimpl.UnsafeEnabled {
   648  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[8]
   649  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   650  		ms.StoreMessageInfo(mi)
   651  	}
   652  }
   653  
   654  func (x *CreateVersionRequest) String() string {
   655  	return protoimpl.X.MessageStringOf(x)
   656  }
   657  
   658  func (*CreateVersionRequest) ProtoMessage() {}
   659  
   660  func (x *CreateVersionRequest) ProtoReflect() protoreflect.Message {
   661  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[8]
   662  	if protoimpl.UnsafeEnabled && x != nil {
   663  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   664  		if ms.LoadMessageInfo() == nil {
   665  			ms.StoreMessageInfo(mi)
   666  		}
   667  		return ms
   668  	}
   669  	return mi.MessageOf(x)
   670  }
   671  
   672  // Deprecated: Use CreateVersionRequest.ProtoReflect.Descriptor instead.
   673  func (*CreateVersionRequest) Descriptor() ([]byte, []int) {
   674  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{8}
   675  }
   676  
   677  func (x *CreateVersionRequest) GetParent() string {
   678  	if x != nil {
   679  		return x.Parent
   680  	}
   681  	return ""
   682  }
   683  
   684  func (x *CreateVersionRequest) GetVersion() *Version {
   685  	if x != nil {
   686  		return x.Version
   687  	}
   688  	return nil
   689  }
   690  
   691  // Request message for the ListVersions method.
   692  type ListVersionsRequest struct {
   693  	state         protoimpl.MessageState
   694  	sizeCache     protoimpl.SizeCache
   695  	unknownFields protoimpl.UnknownFields
   696  
   697  	// Required. The name of the model for which to list the version.
   698  	//
   699  	// Authorization: requires `Viewer` role on the parent project.
   700  	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
   701  	// Optional. A page token to request the next page of results.
   702  	//
   703  	// You get the token from the `next_page_token` field of the response from
   704  	// the previous call.
   705  	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
   706  	// Optional. The number of versions to retrieve per "page" of results. If
   707  	// there are more remaining results than this number, the response message
   708  	// will contain a valid value in the `next_page_token` field.
   709  	//
   710  	// The default value is 20, and the maximum page size is 100.
   711  	PageSize int32 `protobuf:"varint,5,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
   712  }
   713  
   714  func (x *ListVersionsRequest) Reset() {
   715  	*x = ListVersionsRequest{}
   716  	if protoimpl.UnsafeEnabled {
   717  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[9]
   718  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   719  		ms.StoreMessageInfo(mi)
   720  	}
   721  }
   722  
   723  func (x *ListVersionsRequest) String() string {
   724  	return protoimpl.X.MessageStringOf(x)
   725  }
   726  
   727  func (*ListVersionsRequest) ProtoMessage() {}
   728  
   729  func (x *ListVersionsRequest) ProtoReflect() protoreflect.Message {
   730  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[9]
   731  	if protoimpl.UnsafeEnabled && x != nil {
   732  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   733  		if ms.LoadMessageInfo() == nil {
   734  			ms.StoreMessageInfo(mi)
   735  		}
   736  		return ms
   737  	}
   738  	return mi.MessageOf(x)
   739  }
   740  
   741  // Deprecated: Use ListVersionsRequest.ProtoReflect.Descriptor instead.
   742  func (*ListVersionsRequest) Descriptor() ([]byte, []int) {
   743  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{9}
   744  }
   745  
   746  func (x *ListVersionsRequest) GetParent() string {
   747  	if x != nil {
   748  		return x.Parent
   749  	}
   750  	return ""
   751  }
   752  
   753  func (x *ListVersionsRequest) GetPageToken() string {
   754  	if x != nil {
   755  		return x.PageToken
   756  	}
   757  	return ""
   758  }
   759  
   760  func (x *ListVersionsRequest) GetPageSize() int32 {
   761  	if x != nil {
   762  		return x.PageSize
   763  	}
   764  	return 0
   765  }
   766  
   767  // Response message for the ListVersions method.
   768  type ListVersionsResponse struct {
   769  	state         protoimpl.MessageState
   770  	sizeCache     protoimpl.SizeCache
   771  	unknownFields protoimpl.UnknownFields
   772  
   773  	// The list of versions.
   774  	Versions []*Version `protobuf:"bytes,1,rep,name=versions,proto3" json:"versions,omitempty"`
   775  	// Optional. Pass this token as the `page_token` field of the request for a
   776  	// subsequent call.
   777  	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
   778  }
   779  
   780  func (x *ListVersionsResponse) Reset() {
   781  	*x = ListVersionsResponse{}
   782  	if protoimpl.UnsafeEnabled {
   783  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[10]
   784  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   785  		ms.StoreMessageInfo(mi)
   786  	}
   787  }
   788  
   789  func (x *ListVersionsResponse) String() string {
   790  	return protoimpl.X.MessageStringOf(x)
   791  }
   792  
   793  func (*ListVersionsResponse) ProtoMessage() {}
   794  
   795  func (x *ListVersionsResponse) ProtoReflect() protoreflect.Message {
   796  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[10]
   797  	if protoimpl.UnsafeEnabled && x != nil {
   798  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   799  		if ms.LoadMessageInfo() == nil {
   800  			ms.StoreMessageInfo(mi)
   801  		}
   802  		return ms
   803  	}
   804  	return mi.MessageOf(x)
   805  }
   806  
   807  // Deprecated: Use ListVersionsResponse.ProtoReflect.Descriptor instead.
   808  func (*ListVersionsResponse) Descriptor() ([]byte, []int) {
   809  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{10}
   810  }
   811  
   812  func (x *ListVersionsResponse) GetVersions() []*Version {
   813  	if x != nil {
   814  		return x.Versions
   815  	}
   816  	return nil
   817  }
   818  
   819  func (x *ListVersionsResponse) GetNextPageToken() string {
   820  	if x != nil {
   821  		return x.NextPageToken
   822  	}
   823  	return ""
   824  }
   825  
   826  // Request message for the GetVersion method.
   827  type GetVersionRequest struct {
   828  	state         protoimpl.MessageState
   829  	sizeCache     protoimpl.SizeCache
   830  	unknownFields protoimpl.UnknownFields
   831  
   832  	// Required. The name of the version.
   833  	//
   834  	// Authorization: requires `Viewer` role on the parent project.
   835  	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
   836  }
   837  
   838  func (x *GetVersionRequest) Reset() {
   839  	*x = GetVersionRequest{}
   840  	if protoimpl.UnsafeEnabled {
   841  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[11]
   842  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   843  		ms.StoreMessageInfo(mi)
   844  	}
   845  }
   846  
   847  func (x *GetVersionRequest) String() string {
   848  	return protoimpl.X.MessageStringOf(x)
   849  }
   850  
   851  func (*GetVersionRequest) ProtoMessage() {}
   852  
   853  func (x *GetVersionRequest) ProtoReflect() protoreflect.Message {
   854  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[11]
   855  	if protoimpl.UnsafeEnabled && x != nil {
   856  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   857  		if ms.LoadMessageInfo() == nil {
   858  			ms.StoreMessageInfo(mi)
   859  		}
   860  		return ms
   861  	}
   862  	return mi.MessageOf(x)
   863  }
   864  
   865  // Deprecated: Use GetVersionRequest.ProtoReflect.Descriptor instead.
   866  func (*GetVersionRequest) Descriptor() ([]byte, []int) {
   867  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{11}
   868  }
   869  
   870  func (x *GetVersionRequest) GetName() string {
   871  	if x != nil {
   872  		return x.Name
   873  	}
   874  	return ""
   875  }
   876  
   877  // Request message for the DeleteVerionRequest method.
   878  type DeleteVersionRequest struct {
   879  	state         protoimpl.MessageState
   880  	sizeCache     protoimpl.SizeCache
   881  	unknownFields protoimpl.UnknownFields
   882  
   883  	// Required. The name of the version. You can get the names of all the
   884  	// versions of a model by calling
   885  	// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
   886  	//
   887  	// Authorization: requires `Editor` role on the parent project.
   888  	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
   889  }
   890  
   891  func (x *DeleteVersionRequest) Reset() {
   892  	*x = DeleteVersionRequest{}
   893  	if protoimpl.UnsafeEnabled {
   894  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[12]
   895  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   896  		ms.StoreMessageInfo(mi)
   897  	}
   898  }
   899  
   900  func (x *DeleteVersionRequest) String() string {
   901  	return protoimpl.X.MessageStringOf(x)
   902  }
   903  
   904  func (*DeleteVersionRequest) ProtoMessage() {}
   905  
   906  func (x *DeleteVersionRequest) ProtoReflect() protoreflect.Message {
   907  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[12]
   908  	if protoimpl.UnsafeEnabled && x != nil {
   909  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   910  		if ms.LoadMessageInfo() == nil {
   911  			ms.StoreMessageInfo(mi)
   912  		}
   913  		return ms
   914  	}
   915  	return mi.MessageOf(x)
   916  }
   917  
   918  // Deprecated: Use DeleteVersionRequest.ProtoReflect.Descriptor instead.
   919  func (*DeleteVersionRequest) Descriptor() ([]byte, []int) {
   920  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{12}
   921  }
   922  
   923  func (x *DeleteVersionRequest) GetName() string {
   924  	if x != nil {
   925  		return x.Name
   926  	}
   927  	return ""
   928  }
   929  
   930  // Request message for the SetDefaultVersion request.
   931  type SetDefaultVersionRequest struct {
   932  	state         protoimpl.MessageState
   933  	sizeCache     protoimpl.SizeCache
   934  	unknownFields protoimpl.UnknownFields
   935  
   936  	// Required. The name of the version to make the default for the model. You
   937  	// can get the names of all the versions of a model by calling
   938  	// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list).
   939  	//
   940  	// Authorization: requires `Editor` role on the parent project.
   941  	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
   942  }
   943  
   944  func (x *SetDefaultVersionRequest) Reset() {
   945  	*x = SetDefaultVersionRequest{}
   946  	if protoimpl.UnsafeEnabled {
   947  		mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[13]
   948  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   949  		ms.StoreMessageInfo(mi)
   950  	}
   951  }
   952  
   953  func (x *SetDefaultVersionRequest) String() string {
   954  	return protoimpl.X.MessageStringOf(x)
   955  }
   956  
   957  func (*SetDefaultVersionRequest) ProtoMessage() {}
   958  
   959  func (x *SetDefaultVersionRequest) ProtoReflect() protoreflect.Message {
   960  	mi := &file_google_cloud_ml_v1_model_service_proto_msgTypes[13]
   961  	if protoimpl.UnsafeEnabled && x != nil {
   962  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   963  		if ms.LoadMessageInfo() == nil {
   964  			ms.StoreMessageInfo(mi)
   965  		}
   966  		return ms
   967  	}
   968  	return mi.MessageOf(x)
   969  }
   970  
   971  // Deprecated: Use SetDefaultVersionRequest.ProtoReflect.Descriptor instead.
   972  func (*SetDefaultVersionRequest) Descriptor() ([]byte, []int) {
   973  	return file_google_cloud_ml_v1_model_service_proto_rawDescGZIP(), []int{13}
   974  }
   975  
   976  func (x *SetDefaultVersionRequest) GetName() string {
   977  	if x != nil {
   978  		return x.Name
   979  	}
   980  	return ""
   981  }
   982  
   983  var File_google_cloud_ml_v1_model_service_proto protoreflect.FileDescriptor
   984  
   985  var file_google_cloud_ml_v1_model_service_proto_rawDesc = []byte{
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  1177  }
  1178  
  1179  var (
  1180  	file_google_cloud_ml_v1_model_service_proto_rawDescOnce sync.Once
  1181  	file_google_cloud_ml_v1_model_service_proto_rawDescData = file_google_cloud_ml_v1_model_service_proto_rawDesc
  1182  )
  1183  
  1184  func file_google_cloud_ml_v1_model_service_proto_rawDescGZIP() []byte {
  1185  	file_google_cloud_ml_v1_model_service_proto_rawDescOnce.Do(func() {
  1186  		file_google_cloud_ml_v1_model_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_ml_v1_model_service_proto_rawDescData)
  1187  	})
  1188  	return file_google_cloud_ml_v1_model_service_proto_rawDescData
  1189  }
  1190  
  1191  var file_google_cloud_ml_v1_model_service_proto_msgTypes = make([]protoimpl.MessageInfo, 14)
  1192  var file_google_cloud_ml_v1_model_service_proto_goTypes = []interface{}{
  1193  	(*Model)(nil),                    // 0: google.cloud.ml.v1.Model
  1194  	(*Version)(nil),                  // 1: google.cloud.ml.v1.Version
  1195  	(*ManualScaling)(nil),            // 2: google.cloud.ml.v1.ManualScaling
  1196  	(*CreateModelRequest)(nil),       // 3: google.cloud.ml.v1.CreateModelRequest
  1197  	(*ListModelsRequest)(nil),        // 4: google.cloud.ml.v1.ListModelsRequest
  1198  	(*ListModelsResponse)(nil),       // 5: google.cloud.ml.v1.ListModelsResponse
  1199  	(*GetModelRequest)(nil),          // 6: google.cloud.ml.v1.GetModelRequest
  1200  	(*DeleteModelRequest)(nil),       // 7: google.cloud.ml.v1.DeleteModelRequest
  1201  	(*CreateVersionRequest)(nil),     // 8: google.cloud.ml.v1.CreateVersionRequest
  1202  	(*ListVersionsRequest)(nil),      // 9: google.cloud.ml.v1.ListVersionsRequest
  1203  	(*ListVersionsResponse)(nil),     // 10: google.cloud.ml.v1.ListVersionsResponse
  1204  	(*GetVersionRequest)(nil),        // 11: google.cloud.ml.v1.GetVersionRequest
  1205  	(*DeleteVersionRequest)(nil),     // 12: google.cloud.ml.v1.DeleteVersionRequest
  1206  	(*SetDefaultVersionRequest)(nil), // 13: google.cloud.ml.v1.SetDefaultVersionRequest
  1207  	(*timestamppb.Timestamp)(nil),    // 14: google.protobuf.Timestamp
  1208  	(*longrunning.Operation)(nil),    // 15: google.longrunning.Operation
  1209  }
  1210  var file_google_cloud_ml_v1_model_service_proto_depIdxs = []int32{
  1211  	1,  // 0: google.cloud.ml.v1.Model.default_version:type_name -> google.cloud.ml.v1.Version
  1212  	14, // 1: google.cloud.ml.v1.Version.create_time:type_name -> google.protobuf.Timestamp
  1213  	14, // 2: google.cloud.ml.v1.Version.last_use_time:type_name -> google.protobuf.Timestamp
  1214  	2,  // 3: google.cloud.ml.v1.Version.manual_scaling:type_name -> google.cloud.ml.v1.ManualScaling
  1215  	0,  // 4: google.cloud.ml.v1.CreateModelRequest.model:type_name -> google.cloud.ml.v1.Model
  1216  	0,  // 5: google.cloud.ml.v1.ListModelsResponse.models:type_name -> google.cloud.ml.v1.Model
  1217  	1,  // 6: google.cloud.ml.v1.CreateVersionRequest.version:type_name -> google.cloud.ml.v1.Version
  1218  	1,  // 7: google.cloud.ml.v1.ListVersionsResponse.versions:type_name -> google.cloud.ml.v1.Version
  1219  	3,  // 8: google.cloud.ml.v1.ModelService.CreateModel:input_type -> google.cloud.ml.v1.CreateModelRequest
  1220  	4,  // 9: google.cloud.ml.v1.ModelService.ListModels:input_type -> google.cloud.ml.v1.ListModelsRequest
  1221  	6,  // 10: google.cloud.ml.v1.ModelService.GetModel:input_type -> google.cloud.ml.v1.GetModelRequest
  1222  	7,  // 11: google.cloud.ml.v1.ModelService.DeleteModel:input_type -> google.cloud.ml.v1.DeleteModelRequest
  1223  	8,  // 12: google.cloud.ml.v1.ModelService.CreateVersion:input_type -> google.cloud.ml.v1.CreateVersionRequest
  1224  	9,  // 13: google.cloud.ml.v1.ModelService.ListVersions:input_type -> google.cloud.ml.v1.ListVersionsRequest
  1225  	11, // 14: google.cloud.ml.v1.ModelService.GetVersion:input_type -> google.cloud.ml.v1.GetVersionRequest
  1226  	12, // 15: google.cloud.ml.v1.ModelService.DeleteVersion:input_type -> google.cloud.ml.v1.DeleteVersionRequest
  1227  	13, // 16: google.cloud.ml.v1.ModelService.SetDefaultVersion:input_type -> google.cloud.ml.v1.SetDefaultVersionRequest
  1228  	0,  // 17: google.cloud.ml.v1.ModelService.CreateModel:output_type -> google.cloud.ml.v1.Model
  1229  	5,  // 18: google.cloud.ml.v1.ModelService.ListModels:output_type -> google.cloud.ml.v1.ListModelsResponse
  1230  	0,  // 19: google.cloud.ml.v1.ModelService.GetModel:output_type -> google.cloud.ml.v1.Model
  1231  	15, // 20: google.cloud.ml.v1.ModelService.DeleteModel:output_type -> google.longrunning.Operation
  1232  	15, // 21: google.cloud.ml.v1.ModelService.CreateVersion:output_type -> google.longrunning.Operation
  1233  	10, // 22: google.cloud.ml.v1.ModelService.ListVersions:output_type -> google.cloud.ml.v1.ListVersionsResponse
  1234  	1,  // 23: google.cloud.ml.v1.ModelService.GetVersion:output_type -> google.cloud.ml.v1.Version
  1235  	15, // 24: google.cloud.ml.v1.ModelService.DeleteVersion:output_type -> google.longrunning.Operation
  1236  	1,  // 25: google.cloud.ml.v1.ModelService.SetDefaultVersion:output_type -> google.cloud.ml.v1.Version
  1237  	17, // [17:26] is the sub-list for method output_type
  1238  	8,  // [8:17] is the sub-list for method input_type
  1239  	8,  // [8:8] is the sub-list for extension type_name
  1240  	8,  // [8:8] is the sub-list for extension extendee
  1241  	0,  // [0:8] is the sub-list for field type_name
  1242  }
  1243  
  1244  func init() { file_google_cloud_ml_v1_model_service_proto_init() }
  1245  func file_google_cloud_ml_v1_model_service_proto_init() {
  1246  	if File_google_cloud_ml_v1_model_service_proto != nil {
  1247  		return
  1248  	}
  1249  	if !protoimpl.UnsafeEnabled {
  1250  		file_google_cloud_ml_v1_model_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
  1251  			switch v := v.(*Model); i {
  1252  			case 0:
  1253  				return &v.state
  1254  			case 1:
  1255  				return &v.sizeCache
  1256  			case 2:
  1257  				return &v.unknownFields
  1258  			default:
  1259  				return nil
  1260  			}
  1261  		}
  1262  		file_google_cloud_ml_v1_model_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
  1263  			switch v := v.(*Version); i {
  1264  			case 0:
  1265  				return &v.state
  1266  			case 1:
  1267  				return &v.sizeCache
  1268  			case 2:
  1269  				return &v.unknownFields
  1270  			default:
  1271  				return nil
  1272  			}
  1273  		}
  1274  		file_google_cloud_ml_v1_model_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
  1275  			switch v := v.(*ManualScaling); i {
  1276  			case 0:
  1277  				return &v.state
  1278  			case 1:
  1279  				return &v.sizeCache
  1280  			case 2:
  1281  				return &v.unknownFields
  1282  			default:
  1283  				return nil
  1284  			}
  1285  		}
  1286  		file_google_cloud_ml_v1_model_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
  1287  			switch v := v.(*CreateModelRequest); i {
  1288  			case 0:
  1289  				return &v.state
  1290  			case 1:
  1291  				return &v.sizeCache
  1292  			case 2:
  1293  				return &v.unknownFields
  1294  			default:
  1295  				return nil
  1296  			}
  1297  		}
  1298  		file_google_cloud_ml_v1_model_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
  1299  			switch v := v.(*ListModelsRequest); i {
  1300  			case 0:
  1301  				return &v.state
  1302  			case 1:
  1303  				return &v.sizeCache
  1304  			case 2:
  1305  				return &v.unknownFields
  1306  			default:
  1307  				return nil
  1308  			}
  1309  		}
  1310  		file_google_cloud_ml_v1_model_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
  1311  			switch v := v.(*ListModelsResponse); i {
  1312  			case 0:
  1313  				return &v.state
  1314  			case 1:
  1315  				return &v.sizeCache
  1316  			case 2:
  1317  				return &v.unknownFields
  1318  			default:
  1319  				return nil
  1320  			}
  1321  		}
  1322  		file_google_cloud_ml_v1_model_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
  1323  			switch v := v.(*GetModelRequest); i {
  1324  			case 0:
  1325  				return &v.state
  1326  			case 1:
  1327  				return &v.sizeCache
  1328  			case 2:
  1329  				return &v.unknownFields
  1330  			default:
  1331  				return nil
  1332  			}
  1333  		}
  1334  		file_google_cloud_ml_v1_model_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} {
  1335  			switch v := v.(*DeleteModelRequest); i {
  1336  			case 0:
  1337  				return &v.state
  1338  			case 1:
  1339  				return &v.sizeCache
  1340  			case 2:
  1341  				return &v.unknownFields
  1342  			default:
  1343  				return nil
  1344  			}
  1345  		}
  1346  		file_google_cloud_ml_v1_model_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} {
  1347  			switch v := v.(*CreateVersionRequest); i {
  1348  			case 0:
  1349  				return &v.state
  1350  			case 1:
  1351  				return &v.sizeCache
  1352  			case 2:
  1353  				return &v.unknownFields
  1354  			default:
  1355  				return nil
  1356  			}
  1357  		}
  1358  		file_google_cloud_ml_v1_model_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} {
  1359  			switch v := v.(*ListVersionsRequest); i {
  1360  			case 0:
  1361  				return &v.state
  1362  			case 1:
  1363  				return &v.sizeCache
  1364  			case 2:
  1365  				return &v.unknownFields
  1366  			default:
  1367  				return nil
  1368  			}
  1369  		}
  1370  		file_google_cloud_ml_v1_model_service_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} {
  1371  			switch v := v.(*ListVersionsResponse); i {
  1372  			case 0:
  1373  				return &v.state
  1374  			case 1:
  1375  				return &v.sizeCache
  1376  			case 2:
  1377  				return &v.unknownFields
  1378  			default:
  1379  				return nil
  1380  			}
  1381  		}
  1382  		file_google_cloud_ml_v1_model_service_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} {
  1383  			switch v := v.(*GetVersionRequest); i {
  1384  			case 0:
  1385  				return &v.state
  1386  			case 1:
  1387  				return &v.sizeCache
  1388  			case 2:
  1389  				return &v.unknownFields
  1390  			default:
  1391  				return nil
  1392  			}
  1393  		}
  1394  		file_google_cloud_ml_v1_model_service_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} {
  1395  			switch v := v.(*DeleteVersionRequest); i {
  1396  			case 0:
  1397  				return &v.state
  1398  			case 1:
  1399  				return &v.sizeCache
  1400  			case 2:
  1401  				return &v.unknownFields
  1402  			default:
  1403  				return nil
  1404  			}
  1405  		}
  1406  		file_google_cloud_ml_v1_model_service_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} {
  1407  			switch v := v.(*SetDefaultVersionRequest); i {
  1408  			case 0:
  1409  				return &v.state
  1410  			case 1:
  1411  				return &v.sizeCache
  1412  			case 2:
  1413  				return &v.unknownFields
  1414  			default:
  1415  				return nil
  1416  			}
  1417  		}
  1418  	}
  1419  	type x struct{}
  1420  	out := protoimpl.TypeBuilder{
  1421  		File: protoimpl.DescBuilder{
  1422  			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
  1423  			RawDescriptor: file_google_cloud_ml_v1_model_service_proto_rawDesc,
  1424  			NumEnums:      0,
  1425  			NumMessages:   14,
  1426  			NumExtensions: 0,
  1427  			NumServices:   1,
  1428  		},
  1429  		GoTypes:           file_google_cloud_ml_v1_model_service_proto_goTypes,
  1430  		DependencyIndexes: file_google_cloud_ml_v1_model_service_proto_depIdxs,
  1431  		MessageInfos:      file_google_cloud_ml_v1_model_service_proto_msgTypes,
  1432  	}.Build()
  1433  	File_google_cloud_ml_v1_model_service_proto = out.File
  1434  	file_google_cloud_ml_v1_model_service_proto_rawDesc = nil
  1435  	file_google_cloud_ml_v1_model_service_proto_goTypes = nil
  1436  	file_google_cloud_ml_v1_model_service_proto_depIdxs = nil
  1437  }
  1438  
  1439  // Reference imports to suppress errors if they are not otherwise used.
  1440  var _ context.Context
  1441  var _ grpc.ClientConnInterface
  1442  
  1443  // This is a compile-time assertion to ensure that this generated file
  1444  // is compatible with the grpc package it is being compiled against.
  1445  const _ = grpc.SupportPackageIsVersion6
  1446  
  1447  // ModelServiceClient is the client API for ModelService service.
  1448  //
  1449  // For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.
  1450  type ModelServiceClient interface {
  1451  	// Creates a model which will later contain one or more versions.
  1452  	//
  1453  	// You must add at least one version before you can request predictions from
  1454  	// the model. Add versions by calling
  1455  	// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create).
  1456  	CreateModel(ctx context.Context, in *CreateModelRequest, opts ...grpc.CallOption) (*Model, error)
  1457  	// Lists the models in a project.
  1458  	//
  1459  	// Each project can contain multiple models, and each model can have multiple
  1460  	// versions.
  1461  	ListModels(ctx context.Context, in *ListModelsRequest, opts ...grpc.CallOption) (*ListModelsResponse, error)
  1462  	// Gets information about a model, including its name, the description (if
  1463  	// set), and the default version (if at least one version of the model has
  1464  	// been deployed).
  1465  	GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*Model, error)
  1466  	// Deletes a model.
  1467  	//
  1468  	// You can only delete a model if there are no versions in it. You can delete
  1469  	// versions by calling
  1470  	// [projects.models.versions.delete](/ml/reference/rest/v1/projects.models.versions/delete).
  1471  	DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
  1472  	// Creates a new version of a model from a trained TensorFlow model.
  1473  	//
  1474  	// If the version created in the cloud by this call is the first deployed
  1475  	// version of the specified model, it will be made the default version of the
  1476  	// model. When you add a version to a model that already has one or more
  1477  	// versions, the default version does not automatically change. If you want a
  1478  	// new version to be the default, you must call
  1479  	// [projects.models.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
  1480  	CreateVersion(ctx context.Context, in *CreateVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
  1481  	// Gets basic information about all the versions of a model.
  1482  	//
  1483  	// If you expect that a model has a lot of versions, or if you need to handle
  1484  	// only a limited number of results at a time, you can request that the list
  1485  	// be retrieved in batches (called pages):
  1486  	ListVersions(ctx context.Context, in *ListVersionsRequest, opts ...grpc.CallOption) (*ListVersionsResponse, error)
  1487  	// Gets information about a model version.
  1488  	//
  1489  	// Models can have multiple versions. You can call
  1490  	// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list)
  1491  	// to get the same information that this method returns for all of the
  1492  	// versions of a model.
  1493  	GetVersion(ctx context.Context, in *GetVersionRequest, opts ...grpc.CallOption) (*Version, error)
  1494  	// Deletes a model version.
  1495  	//
  1496  	// Each model can have multiple versions deployed and in use at any given
  1497  	// time. Use this method to remove a single version.
  1498  	//
  1499  	// Note: You cannot delete the version that is set as the default version
  1500  	// of the model unless it is the only remaining version.
  1501  	DeleteVersion(ctx context.Context, in *DeleteVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
  1502  	// Designates a version to be the default for the model.
  1503  	//
  1504  	// The default version is used for prediction requests made against the model
  1505  	// that don't specify a version.
  1506  	//
  1507  	// The first version to be created for a model is automatically set as the
  1508  	// default. You must make any subsequent changes to the default version
  1509  	// setting manually using this method.
  1510  	SetDefaultVersion(ctx context.Context, in *SetDefaultVersionRequest, opts ...grpc.CallOption) (*Version, error)
  1511  }
  1512  
  1513  type modelServiceClient struct {
  1514  	cc grpc.ClientConnInterface
  1515  }
  1516  
  1517  func NewModelServiceClient(cc grpc.ClientConnInterface) ModelServiceClient {
  1518  	return &modelServiceClient{cc}
  1519  }
  1520  
  1521  func (c *modelServiceClient) CreateModel(ctx context.Context, in *CreateModelRequest, opts ...grpc.CallOption) (*Model, error) {
  1522  	out := new(Model)
  1523  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/CreateModel", in, out, opts...)
  1524  	if err != nil {
  1525  		return nil, err
  1526  	}
  1527  	return out, nil
  1528  }
  1529  
  1530  func (c *modelServiceClient) ListModels(ctx context.Context, in *ListModelsRequest, opts ...grpc.CallOption) (*ListModelsResponse, error) {
  1531  	out := new(ListModelsResponse)
  1532  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/ListModels", in, out, opts...)
  1533  	if err != nil {
  1534  		return nil, err
  1535  	}
  1536  	return out, nil
  1537  }
  1538  
  1539  func (c *modelServiceClient) GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*Model, error) {
  1540  	out := new(Model)
  1541  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/GetModel", in, out, opts...)
  1542  	if err != nil {
  1543  		return nil, err
  1544  	}
  1545  	return out, nil
  1546  }
  1547  
  1548  func (c *modelServiceClient) DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
  1549  	out := new(longrunning.Operation)
  1550  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/DeleteModel", in, out, opts...)
  1551  	if err != nil {
  1552  		return nil, err
  1553  	}
  1554  	return out, nil
  1555  }
  1556  
  1557  func (c *modelServiceClient) CreateVersion(ctx context.Context, in *CreateVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
  1558  	out := new(longrunning.Operation)
  1559  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/CreateVersion", in, out, opts...)
  1560  	if err != nil {
  1561  		return nil, err
  1562  	}
  1563  	return out, nil
  1564  }
  1565  
  1566  func (c *modelServiceClient) ListVersions(ctx context.Context, in *ListVersionsRequest, opts ...grpc.CallOption) (*ListVersionsResponse, error) {
  1567  	out := new(ListVersionsResponse)
  1568  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/ListVersions", in, out, opts...)
  1569  	if err != nil {
  1570  		return nil, err
  1571  	}
  1572  	return out, nil
  1573  }
  1574  
  1575  func (c *modelServiceClient) GetVersion(ctx context.Context, in *GetVersionRequest, opts ...grpc.CallOption) (*Version, error) {
  1576  	out := new(Version)
  1577  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/GetVersion", in, out, opts...)
  1578  	if err != nil {
  1579  		return nil, err
  1580  	}
  1581  	return out, nil
  1582  }
  1583  
  1584  func (c *modelServiceClient) DeleteVersion(ctx context.Context, in *DeleteVersionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
  1585  	out := new(longrunning.Operation)
  1586  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/DeleteVersion", in, out, opts...)
  1587  	if err != nil {
  1588  		return nil, err
  1589  	}
  1590  	return out, nil
  1591  }
  1592  
  1593  func (c *modelServiceClient) SetDefaultVersion(ctx context.Context, in *SetDefaultVersionRequest, opts ...grpc.CallOption) (*Version, error) {
  1594  	out := new(Version)
  1595  	err := c.cc.Invoke(ctx, "/google.cloud.ml.v1.ModelService/SetDefaultVersion", in, out, opts...)
  1596  	if err != nil {
  1597  		return nil, err
  1598  	}
  1599  	return out, nil
  1600  }
  1601  
  1602  // ModelServiceServer is the server API for ModelService service.
  1603  type ModelServiceServer interface {
  1604  	// Creates a model which will later contain one or more versions.
  1605  	//
  1606  	// You must add at least one version before you can request predictions from
  1607  	// the model. Add versions by calling
  1608  	// [projects.models.versions.create](/ml/reference/rest/v1/projects.models.versions/create).
  1609  	CreateModel(context.Context, *CreateModelRequest) (*Model, error)
  1610  	// Lists the models in a project.
  1611  	//
  1612  	// Each project can contain multiple models, and each model can have multiple
  1613  	// versions.
  1614  	ListModels(context.Context, *ListModelsRequest) (*ListModelsResponse, error)
  1615  	// Gets information about a model, including its name, the description (if
  1616  	// set), and the default version (if at least one version of the model has
  1617  	// been deployed).
  1618  	GetModel(context.Context, *GetModelRequest) (*Model, error)
  1619  	// Deletes a model.
  1620  	//
  1621  	// You can only delete a model if there are no versions in it. You can delete
  1622  	// versions by calling
  1623  	// [projects.models.versions.delete](/ml/reference/rest/v1/projects.models.versions/delete).
  1624  	DeleteModel(context.Context, *DeleteModelRequest) (*longrunning.Operation, error)
  1625  	// Creates a new version of a model from a trained TensorFlow model.
  1626  	//
  1627  	// If the version created in the cloud by this call is the first deployed
  1628  	// version of the specified model, it will be made the default version of the
  1629  	// model. When you add a version to a model that already has one or more
  1630  	// versions, the default version does not automatically change. If you want a
  1631  	// new version to be the default, you must call
  1632  	// [projects.models.versions.setDefault](/ml/reference/rest/v1/projects.models.versions/setDefault).
  1633  	CreateVersion(context.Context, *CreateVersionRequest) (*longrunning.Operation, error)
  1634  	// Gets basic information about all the versions of a model.
  1635  	//
  1636  	// If you expect that a model has a lot of versions, or if you need to handle
  1637  	// only a limited number of results at a time, you can request that the list
  1638  	// be retrieved in batches (called pages):
  1639  	ListVersions(context.Context, *ListVersionsRequest) (*ListVersionsResponse, error)
  1640  	// Gets information about a model version.
  1641  	//
  1642  	// Models can have multiple versions. You can call
  1643  	// [projects.models.versions.list](/ml/reference/rest/v1/projects.models.versions/list)
  1644  	// to get the same information that this method returns for all of the
  1645  	// versions of a model.
  1646  	GetVersion(context.Context, *GetVersionRequest) (*Version, error)
  1647  	// Deletes a model version.
  1648  	//
  1649  	// Each model can have multiple versions deployed and in use at any given
  1650  	// time. Use this method to remove a single version.
  1651  	//
  1652  	// Note: You cannot delete the version that is set as the default version
  1653  	// of the model unless it is the only remaining version.
  1654  	DeleteVersion(context.Context, *DeleteVersionRequest) (*longrunning.Operation, error)
  1655  	// Designates a version to be the default for the model.
  1656  	//
  1657  	// The default version is used for prediction requests made against the model
  1658  	// that don't specify a version.
  1659  	//
  1660  	// The first version to be created for a model is automatically set as the
  1661  	// default. You must make any subsequent changes to the default version
  1662  	// setting manually using this method.
  1663  	SetDefaultVersion(context.Context, *SetDefaultVersionRequest) (*Version, error)
  1664  }
  1665  
  1666  // UnimplementedModelServiceServer can be embedded to have forward compatible implementations.
  1667  type UnimplementedModelServiceServer struct {
  1668  }
  1669  
  1670  func (*UnimplementedModelServiceServer) CreateModel(context.Context, *CreateModelRequest) (*Model, error) {
  1671  	return nil, status.Errorf(codes.Unimplemented, "method CreateModel not implemented")
  1672  }
  1673  func (*UnimplementedModelServiceServer) ListModels(context.Context, *ListModelsRequest) (*ListModelsResponse, error) {
  1674  	return nil, status.Errorf(codes.Unimplemented, "method ListModels not implemented")
  1675  }
  1676  func (*UnimplementedModelServiceServer) GetModel(context.Context, *GetModelRequest) (*Model, error) {
  1677  	return nil, status.Errorf(codes.Unimplemented, "method GetModel not implemented")
  1678  }
  1679  func (*UnimplementedModelServiceServer) DeleteModel(context.Context, *DeleteModelRequest) (*longrunning.Operation, error) {
  1680  	return nil, status.Errorf(codes.Unimplemented, "method DeleteModel not implemented")
  1681  }
  1682  func (*UnimplementedModelServiceServer) CreateVersion(context.Context, *CreateVersionRequest) (*longrunning.Operation, error) {
  1683  	return nil, status.Errorf(codes.Unimplemented, "method CreateVersion not implemented")
  1684  }
  1685  func (*UnimplementedModelServiceServer) ListVersions(context.Context, *ListVersionsRequest) (*ListVersionsResponse, error) {
  1686  	return nil, status.Errorf(codes.Unimplemented, "method ListVersions not implemented")
  1687  }
  1688  func (*UnimplementedModelServiceServer) GetVersion(context.Context, *GetVersionRequest) (*Version, error) {
  1689  	return nil, status.Errorf(codes.Unimplemented, "method GetVersion not implemented")
  1690  }
  1691  func (*UnimplementedModelServiceServer) DeleteVersion(context.Context, *DeleteVersionRequest) (*longrunning.Operation, error) {
  1692  	return nil, status.Errorf(codes.Unimplemented, "method DeleteVersion not implemented")
  1693  }
  1694  func (*UnimplementedModelServiceServer) SetDefaultVersion(context.Context, *SetDefaultVersionRequest) (*Version, error) {
  1695  	return nil, status.Errorf(codes.Unimplemented, "method SetDefaultVersion not implemented")
  1696  }
  1697  
  1698  func RegisterModelServiceServer(s *grpc.Server, srv ModelServiceServer) {
  1699  	s.RegisterService(&_ModelService_serviceDesc, srv)
  1700  }
  1701  
  1702  func _ModelService_CreateModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1703  	in := new(CreateModelRequest)
  1704  	if err := dec(in); err != nil {
  1705  		return nil, err
  1706  	}
  1707  	if interceptor == nil {
  1708  		return srv.(ModelServiceServer).CreateModel(ctx, in)
  1709  	}
  1710  	info := &grpc.UnaryServerInfo{
  1711  		Server:     srv,
  1712  		FullMethod: "/google.cloud.ml.v1.ModelService/CreateModel",
  1713  	}
  1714  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1715  		return srv.(ModelServiceServer).CreateModel(ctx, req.(*CreateModelRequest))
  1716  	}
  1717  	return interceptor(ctx, in, info, handler)
  1718  }
  1719  
  1720  func _ModelService_ListModels_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1721  	in := new(ListModelsRequest)
  1722  	if err := dec(in); err != nil {
  1723  		return nil, err
  1724  	}
  1725  	if interceptor == nil {
  1726  		return srv.(ModelServiceServer).ListModels(ctx, in)
  1727  	}
  1728  	info := &grpc.UnaryServerInfo{
  1729  		Server:     srv,
  1730  		FullMethod: "/google.cloud.ml.v1.ModelService/ListModels",
  1731  	}
  1732  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1733  		return srv.(ModelServiceServer).ListModels(ctx, req.(*ListModelsRequest))
  1734  	}
  1735  	return interceptor(ctx, in, info, handler)
  1736  }
  1737  
  1738  func _ModelService_GetModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1739  	in := new(GetModelRequest)
  1740  	if err := dec(in); err != nil {
  1741  		return nil, err
  1742  	}
  1743  	if interceptor == nil {
  1744  		return srv.(ModelServiceServer).GetModel(ctx, in)
  1745  	}
  1746  	info := &grpc.UnaryServerInfo{
  1747  		Server:     srv,
  1748  		FullMethod: "/google.cloud.ml.v1.ModelService/GetModel",
  1749  	}
  1750  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1751  		return srv.(ModelServiceServer).GetModel(ctx, req.(*GetModelRequest))
  1752  	}
  1753  	return interceptor(ctx, in, info, handler)
  1754  }
  1755  
  1756  func _ModelService_DeleteModel_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1757  	in := new(DeleteModelRequest)
  1758  	if err := dec(in); err != nil {
  1759  		return nil, err
  1760  	}
  1761  	if interceptor == nil {
  1762  		return srv.(ModelServiceServer).DeleteModel(ctx, in)
  1763  	}
  1764  	info := &grpc.UnaryServerInfo{
  1765  		Server:     srv,
  1766  		FullMethod: "/google.cloud.ml.v1.ModelService/DeleteModel",
  1767  	}
  1768  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1769  		return srv.(ModelServiceServer).DeleteModel(ctx, req.(*DeleteModelRequest))
  1770  	}
  1771  	return interceptor(ctx, in, info, handler)
  1772  }
  1773  
  1774  func _ModelService_CreateVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1775  	in := new(CreateVersionRequest)
  1776  	if err := dec(in); err != nil {
  1777  		return nil, err
  1778  	}
  1779  	if interceptor == nil {
  1780  		return srv.(ModelServiceServer).CreateVersion(ctx, in)
  1781  	}
  1782  	info := &grpc.UnaryServerInfo{
  1783  		Server:     srv,
  1784  		FullMethod: "/google.cloud.ml.v1.ModelService/CreateVersion",
  1785  	}
  1786  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1787  		return srv.(ModelServiceServer).CreateVersion(ctx, req.(*CreateVersionRequest))
  1788  	}
  1789  	return interceptor(ctx, in, info, handler)
  1790  }
  1791  
  1792  func _ModelService_ListVersions_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1793  	in := new(ListVersionsRequest)
  1794  	if err := dec(in); err != nil {
  1795  		return nil, err
  1796  	}
  1797  	if interceptor == nil {
  1798  		return srv.(ModelServiceServer).ListVersions(ctx, in)
  1799  	}
  1800  	info := &grpc.UnaryServerInfo{
  1801  		Server:     srv,
  1802  		FullMethod: "/google.cloud.ml.v1.ModelService/ListVersions",
  1803  	}
  1804  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1805  		return srv.(ModelServiceServer).ListVersions(ctx, req.(*ListVersionsRequest))
  1806  	}
  1807  	return interceptor(ctx, in, info, handler)
  1808  }
  1809  
  1810  func _ModelService_GetVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1811  	in := new(GetVersionRequest)
  1812  	if err := dec(in); err != nil {
  1813  		return nil, err
  1814  	}
  1815  	if interceptor == nil {
  1816  		return srv.(ModelServiceServer).GetVersion(ctx, in)
  1817  	}
  1818  	info := &grpc.UnaryServerInfo{
  1819  		Server:     srv,
  1820  		FullMethod: "/google.cloud.ml.v1.ModelService/GetVersion",
  1821  	}
  1822  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1823  		return srv.(ModelServiceServer).GetVersion(ctx, req.(*GetVersionRequest))
  1824  	}
  1825  	return interceptor(ctx, in, info, handler)
  1826  }
  1827  
  1828  func _ModelService_DeleteVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1829  	in := new(DeleteVersionRequest)
  1830  	if err := dec(in); err != nil {
  1831  		return nil, err
  1832  	}
  1833  	if interceptor == nil {
  1834  		return srv.(ModelServiceServer).DeleteVersion(ctx, in)
  1835  	}
  1836  	info := &grpc.UnaryServerInfo{
  1837  		Server:     srv,
  1838  		FullMethod: "/google.cloud.ml.v1.ModelService/DeleteVersion",
  1839  	}
  1840  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1841  		return srv.(ModelServiceServer).DeleteVersion(ctx, req.(*DeleteVersionRequest))
  1842  	}
  1843  	return interceptor(ctx, in, info, handler)
  1844  }
  1845  
  1846  func _ModelService_SetDefaultVersion_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
  1847  	in := new(SetDefaultVersionRequest)
  1848  	if err := dec(in); err != nil {
  1849  		return nil, err
  1850  	}
  1851  	if interceptor == nil {
  1852  		return srv.(ModelServiceServer).SetDefaultVersion(ctx, in)
  1853  	}
  1854  	info := &grpc.UnaryServerInfo{
  1855  		Server:     srv,
  1856  		FullMethod: "/google.cloud.ml.v1.ModelService/SetDefaultVersion",
  1857  	}
  1858  	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
  1859  		return srv.(ModelServiceServer).SetDefaultVersion(ctx, req.(*SetDefaultVersionRequest))
  1860  	}
  1861  	return interceptor(ctx, in, info, handler)
  1862  }
  1863  
  1864  var _ModelService_serviceDesc = grpc.ServiceDesc{
  1865  	ServiceName: "google.cloud.ml.v1.ModelService",
  1866  	HandlerType: (*ModelServiceServer)(nil),
  1867  	Methods: []grpc.MethodDesc{
  1868  		{
  1869  			MethodName: "CreateModel",
  1870  			Handler:    _ModelService_CreateModel_Handler,
  1871  		},
  1872  		{
  1873  			MethodName: "ListModels",
  1874  			Handler:    _ModelService_ListModels_Handler,
  1875  		},
  1876  		{
  1877  			MethodName: "GetModel",
  1878  			Handler:    _ModelService_GetModel_Handler,
  1879  		},
  1880  		{
  1881  			MethodName: "DeleteModel",
  1882  			Handler:    _ModelService_DeleteModel_Handler,
  1883  		},
  1884  		{
  1885  			MethodName: "CreateVersion",
  1886  			Handler:    _ModelService_CreateVersion_Handler,
  1887  		},
  1888  		{
  1889  			MethodName: "ListVersions",
  1890  			Handler:    _ModelService_ListVersions_Handler,
  1891  		},
  1892  		{
  1893  			MethodName: "GetVersion",
  1894  			Handler:    _ModelService_GetVersion_Handler,
  1895  		},
  1896  		{
  1897  			MethodName: "DeleteVersion",
  1898  			Handler:    _ModelService_DeleteVersion_Handler,
  1899  		},
  1900  		{
  1901  			MethodName: "SetDefaultVersion",
  1902  			Handler:    _ModelService_SetDefaultVersion_Handler,
  1903  		},
  1904  	},
  1905  	Streams:  []grpc.StreamDesc{},
  1906  	Metadata: "google/cloud/ml/v1/model_service.proto",
  1907  }
  1908  

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